tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=14
objective=regression
feature_names=VehBrand__B1 VehBrand__B10 VehBrand__B11 VehBrand__B12 VehBrand__B13 VehBrand__B14 VehBrand__B2 VehBrand__B3 VehBrand__B4 VehBrand__B5 VehBrand__B6 Area VehAge Region VehGas
feature_infos=[0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:5] [0:30] -1:4:17:20:0:12:11:19:14:7:13:15:8:5:6:3:2:18:16:21:1:9 -1:1:0
tree_sizes=2865 2878 2874 2819 2879 2816 2882 2862 2862 2858 2873 2848 2831 2886 2816 2842 2865 2822 2876 2896 2805 2849 2873 2868 2888 2803 2853 2884 2867 2805 2871 2841 2829 2857 2846 2856 2813 2829 2813 2867 2845 2862 2849 2852 2849 2846 2855 2882 2879 2868 2875 2867 2858 2807 2848 2870 2801 2866 2890 2897 2856 2820 2812 2838 2878 2853 2832 2783 2772 2771 2842 2805 2819 2822 2773 2774 2780 2813 2847 2897 2787 2793 2782 2804 2805 2849 2841 2758 2822 2808 2793 2833 2843 2760 2757 2779 2762 2869 2751 2803 2820 2811 2870 2838 2744 2837 2802 2809 2762 2770 2752 2839 2893 2741 2825 2814 2764 2922 2734 2791 2726 2698 2910 2786 2741 2761 2806 2884 2898 2766 2736 2786 2726 2794 2720 2730 2719 2773 2811 2847 2802 2809 2757 2881 2768 2791 2822 2639 2768 2845 2714 2911 2812 2756 2904 2881 2903 2812 2815 2850 2752 2773 2785 2871 2735 2820 2843 2875 2867 2701 2817 2811 2899 2764 2854 2792 2916 2812 2854 2736 2822 2879 2881 2748 2787 2805 2652 2799 2863 2884 2752 2739 2807 2842 2670 2742 2834 2850 2739 2829 2768 2757 2853 2674 2851 2697 2799 2747 2805 2821 2805 2820 2839 2726 2794 2846 2854 2751 2788 2869 2855 2735 2812 2814 2793 2853 2640 2753 2749 2798 2762 2754 2693 2639 2839 2669 2740 2879 2801 2736 2761 2812 2817 2632 2828 2675 2773 2817 2795 2749 2648 2885 2805 2837 2762 2757 2770 2790 2835 2765 2844 2750 2840 2716 2744 2735 2734 2768 2797 2821 2781 2785 2763 2703 2680 2793 2794 2803 2824 2870 2782 2688 2675 2851 2821 2803 2890 2819 2879 2631 2725 2739 2714 2642 2819 2837 2660 2658 2805 2770 2810 2674 2762 2759 2846 2833 2735 2826 2680 2712 2830 2708 2778 2704 2809 2665 2682 2817 2765 2757 2781 2711 2804 2759 2692 2805 2651 2699 2787 2781 2771 2751 2741 2697 2800 2699 2803 2736 2793 2720 2828 2708 2722 2788 2691 2700 2823 2796 2700 2804 2741 2779 2757 2773 2709 2725 2833 2760 2821 2683 2674 2923 2724 2800 2808 2843 2825 2791 2759 2779 2774 2802 2737 2782 2832 2692 2739 2841 2895 2772 2899 2823 2728 2712 2733 2770 2800 2721 2795 2753 2718 2774 2899 2745 2712 2695 2812 2783 2801 2756 2737 2789 2660 2690 2791 2720 2878 2784 2679 2691 2699 2788 2728 2824 2687 2831 2687 2708 2792 2807 2892 2763 2752 2782 2808 2666 2745 2815 2813 2815 2706 2685 2696 2789 2666 2743 2707 2730 2801 2691 2792 2708 2751 2776 2828 2760 2765 2752 2799 2836 2759 2845 2723 2863 2860 2765 2758 2741 2762 2772 2815 2778 2786 2747 2689 2774 2770 2832 2692 2930 2618 2764 2765 2821 2741 2717 2620 2676 2788 2785 2639 2780 2696 2698 2817 2820 2739 2917 2803 2728 2653 2667 2682 2775 2822 2755 2807 2659 2675 2663 2810 2745 2717 2751 2825 2828 2860 2833 2809 2782 2744 2674 2665 2862 2674 2731 2773 2882 2718 2707 2858 2885 2790 2755 2834 2804 2700 2766 2778 2775 2682 2732 2724 2776 2724 2763 2717 2732 2735 2716 2668 2869 2772 2884 2775 2731 2784 2861 2726 2732 2861 2764 2839 2855 2772 2672 2825 2883 2678 2702 2916 2707 2750 2735 2724 2667 2727 2743 2700 2875 2700 2779 2758 2807 2803 2686 2799 2809 2679 2851 2810 2790 2797 2783 2774 2754 2801 2684 2748 2826 2829 2696 2737 2795 2852 2755 2708 2784 2690 2784 2768 2789 2724 2780 2662 2728 2678 2711 2750 2634 2743 2752 2679 2761 2694 2659 2732 2632 2770 2817 2763 2736 2773 2635 2805 2802 2720 2691 2801 2729 2814 2741 2721 2730 2699 2818 2760 2660 2855 2755 2707 2780 2771 2673 2719 2657 2724 2709 2757 2737 2732 2667 2759 2759 2746 2738 2822 2813 2773 2791 2765 2783 2729 2634 2677 2906 2766 2717 2719 2774 2791 2814 2684 2645 2778 2725 2695 2637 2734 2772 2750 2710 2678 2818 2729 2732 2661 2661 2726 2776 2712 2726 2736 2777 2755 2752 2771 2766 2687 2730 2722 2708 2731 2648 2868 2698 2691 2631 2836 2683 2691 2751 2749 2765 2622 2694 2796 2822 2704 2707 2782 2726 2778 2681 2763 2781 2765 2802 2669 2669 2773 2759 2780 2764 2779 2728 2714 2690 2677 2741 2737 2749 2685 2694 2741 2680 2738 2777 2785 2705 2733 2739 2766 2661 2662 2787 2801 2732 2815 2738 2854 2746 2732 2704 2738 2726 2860 2740 2716 2827 2698 2726 2791 2741 2739 2675 2727 2764 2778 2693 2756 2628 2816 2729 2822 2715 2806 2689 2765 2729 2768 2755 2809 2638 2633 2621 2681 2765 2651 2752 2613 2669 2641 2819 2744 2751 2769 2616 2701 2797 2663 2627 2669 2620 2718 2750 2779 2664 2659 2733 2762 2784 2754 2631 2823 2787 2674 2759 2713 2733 2665 2786 2655 2789 2682 2732 2816 2774 2745 2721 2656 2680 2644 2692 2745 2808 2680 2759 2700 2717 2820 2719 2702 2645 2696 2764 2659 2742 2674 2691 2690 2749 2658 2724 2681 2749 2733 2754 2698 2783 2689 2795 2765 2797 2670 2705 2702 2732 2784 2748 2765 2636 2738 2659 2734 2638 2735 2762 2663 2630 2705 2855 2660 2756 2744 2776 2738 2651 2739 2644 2727 2776 2786 2631 2742 2720 2722 2719 2743 2672 2754 2733 2758 2613 2720 2612 2726 2669 2628 2607 2688 2716 2718 2687 2657 2733 2683 2648 2662 2789 2760 2720 2650 2753 2684 2686 2659 2750 2679 2747 2684 2695 2721 2669 2653 2771 2750 2682 2654 2760 2862 2643 2789 2778 2680 2699 2624 2711 2810 2703 2681 2661 2776 2793 2673 2626 2653 2757 2756 2666 2652 2721 2646 2678 2642 2701 2633 2702 2673 2638 2719 2634 2660 2650 2669 2761 2772 2727 2678 2748 2716 2695 2723 2655 2763 2685 2653 2794 2823 2764

Tree=0
num_leaves=31
num_cat=8
split_feature=13 12 12 14 11 11 6 0 11 13 13 12 6 11 11 14 8 14 2 11 12 12 3 13 11 8 12 12 14 11
split_gain=3.98888e+08 4.42283e+08 1.67591e+09 1.68203e+09 2.86866e+09 1.14683e+10 3.08065e+10 9.04825e+08 1.20065e+09 1.0345e+09 2.24299e+08 5.71869e+08 8.29077e+08 1.21498e+09 3.61817e+09 3.49652e+09 4.07691e+08 2.1539e+09 1.83197e+08 7.25313e+08 1.03465e+09 1.01765e+10 9.99529e+07 7.24094e+07 4.05883e+07 4.76267e+07 1.82035e+08 4.63677e+08 7.76115e+08 5.6576e+08
threshold=0 12.500000000000002 13.500000000000002 1 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2 3 14.500000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4 1.0000000180025095e-35 5 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 6 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 7 3.5000000000000004
decision_type=9 2 2 1 2 2 2 2 2 9 9 2 2 2 2 1 2 1 2 2 2 2 2 9 2 2 2 2 1 2
left_child=1 18 3 4 5 -3 -7 -6 9 -9 11 12 16 -14 15 -15 -4 -18 24 -20 -21 -22 23 -2 -1 -26 27 -27 29 -29
right_child=22 2 10 -5 7 6 -8 8 -10 -11 -12 -13 13 14 -16 -17 17 -19 19 20 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=87.628431550000187 89.658630089560177 94.18514136193015 92.915403040344245 89.034649193979732 84.948378196419029 88.177211934598404 1290.0173797253512 340.97289813972139 92.920787500471334 80.940801611143186 86.229332503484358 88.686027983313295 83.783743841779042 849.16370872284358 87.034759277077669 87.294596333799475 84.161743207989019 1037.9411730610186 90.929655506206274 91.62657243728151 1615.4804172545687 90.883254493658953 84.265396845345805 86.356729549887902 90.107845361174469 87.840760288251673 90.260444340575688 603.76134869190571 83.476847855765655 127.96382092637251
leaf_weight=122986 103820 1733 2198 5492 3182 578 338 536 806 221 35208 8997 434 171 339 93 129 29 3503 394 52 277 136990 184308 62069 430 2468 77 118 37
leaf_count=122986 103820 1733 2198 5492 3182 578 338 536 806 221 35208 8997 434 171 339 93 129 29 3503 394 52 277 136990 184308 62069 430 2468 77 118 37
internal_value=88.36 91.5047 98.9637 130.956 162.093 245.457 531.651 115.553 177.86 268.298 90.3027 101.868 136.863 211.372 303.201 580.778 104.068 259.223 89.1601 109.751 200.941 331.853 86.4892 87.5465 88.6977 90.7148 102.75 149.314 263.252 449.336
internal_weight=0 252895 60484 12886 7394 2649 916 4745 1563 757 47598 12390 3393 1037 603 264 2356 158 192411 4226 723 329 425118 288128 188185 65199 3130 662 232 114
internal_count=678013 252895 60484 12886 7394 2649 916 4745 1563 757 47598 12390 3393 1037 603 264 2356 158 192411 4226 723 329 425118 288128 188185 65199 3130 662 232 114
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2228242 2 16 131072 2 2 1052932 2
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=9
split_feature=13 12 12 14 11 11 6 0 11 13 13 12 6 11 11 14 8 14 2 11 12 12 3 13 7 11 14 11 13 12
split_gain=3.23237e+08 3.58575e+08 1.3589e+09 1.36382e+09 2.32156e+09 9.28935e+09 2.49533e+10 7.35661e+08 9.76522e+08 8.415e+08 1.81684e+08 4.63214e+08 6.71553e+08 9.84135e+08 2.93072e+09 2.83218e+09 3.3023e+08 1.74466e+09 1.48389e+08 5.87504e+08 8.3807e+08 8.24295e+09 8.09617e+07 5.98381e+07 3.9313e+07 7.63628e+07 6.83501e+07 3.28765e+07 4.34962e+07 1.1483e+08
threshold=0 12.500000000000002 13.500000000000002 1 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2 3 14.500000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4 1.0000000180025095e-35 5 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 6 1.0000000180025095e-35 2.5000000000000004 7 2.5000000000000004 8 1.5000000000000002
decision_type=9 2 2 1 2 2 2 2 2 9 9 2 2 2 2 1 2 1 2 2 2 2 2 9 2 2 1 2 9 2
left_child=1 18 3 4 5 -3 -7 -6 9 -9 11 12 16 -14 15 -15 24 -18 27 -20 -21 -22 23 -2 -4 26 -26 28 29 -1
right_child=22 2 10 -5 7 6 -8 8 -10 -11 -12 -13 13 14 -16 -17 17 -19 19 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=45.104398370948999 0.69261235257829235 5.242643421148883 -1.1036777172618164 0.60720041090783994 -3.0704431954490303 -0.16449334761675669 1081.4916353530432 227.81428359035172 4.1047256010637687 -6.709379959106446 -1.9176447612927945 0.29344164369847492 -4.1186139862658244 684.72338692291441 -1.192700229070883 -0.95884627885715945 -3.7784145562223688 854.62313774371978 2.3127061943377627 2.9399317511447194 1374.4083770458517 2.2709451956008748 -3.6851262475499489 -2.1897137774517534 163.52996137619019 -0.068810757817448803 -9.2915405273437504 2.1193151379361486 -0.89104043977391523 -5.7876118275399238
leaf_weight=740 145707 1733 1909 5492 3182 578 338 536 806 221 35208 8997 434 171 339 93 129 29 3503 394 52 277 136990 142421 70 185 34 65199 121140 1106
leaf_count=740 145707 1733 1909 5492 3182 578 338 536 806 221 35208 8997 434 171 339 93 129 29 3503 394 52 277 136990 142421 70 185 34 65199 121140 1106
internal_value=0 2.8312 9.54738 38.3551 66.393 141.387 398.962 24.5258 80.7071 162.268 1.74838 12.1577 43.6531 110.71 193.357 443.176 14.1376 153.776 0.720135 19.2518 101.323 219.144 -1.68369 -0.732167 4.09988 38.4722 107.031 0.303977 -0.658395 14.5346
internal_weight=0 252895 60484 12886 7394 2649 916 4745 1563 757 47598 12390 3393 1037 603 264 2356 158 192411 4226 723 329 425118 288128 2198 289 104 188185 122986 1846
internal_count=678013 252895 60484 12886 7394 2649 916 4745 1563 757 47598 12390 3393 1037 603 264 2356 158 192411 4226 723 329 425118 288128 2198 289 104 188185 122986 1846
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2228242 2 16 131072 2 2 1052965 2 2
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=9
split_feature=13 12 12 14 11 11 6 0 11 13 13 12 6 11 11 14 8 14 2 11 14 12 12 3 13 12 7 11 11 14
split_gain=2.61934e+08 2.90711e+08 1.10186e+09 1.10581e+09 1.8788e+09 7.52437e+09 2.02122e+10 5.98124e+08 7.94233e+08 6.8451e+08 1.47165e+08 3.75203e+08 5.43958e+08 7.97149e+08 2.37388e+09 2.29407e+09 2.67486e+08 1.41318e+09 1.20195e+08 4.75878e+08 7.41163e+08 1.54446e+09 1.19118e+10 6.55787e+07 5.02063e+07 3.34363e+07 3.18435e+07 6.18538e+07 5.75646e+07 6.46302e+07
threshold=0 12.500000000000002 13.500000000000002 1 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2 3 14.500000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4 1.0000000180025095e-35 5 1.0000000180025095e-35 3.5000000000000004 6 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 7 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 8
decision_type=9 2 2 1 2 2 2 2 2 9 9 2 2 2 2 1 2 1 2 2 1 2 2 2 9 2 2 2 2 1
left_child=1 18 3 4 5 -3 -7 -6 9 -9 11 12 16 -14 15 -15 26 -18 25 -20 -21 -22 -23 24 -2 -1 -4 28 -28 -30
right_child=23 2 10 -5 7 6 -8 8 -10 -11 -12 -13 13 14 -16 -17 17 -19 19 20 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-4.5184370781393612 0.98758720253759269 4.7183795629590497 -0.99330961927810602 0.54648034629905129 -2.7633989841570128 -0.14804355471191935 973.34246327778294 205.45011053749059 3.6942525125318961 -6.0674867506151076 -1.725935034118087 0.2640973869278469 -3.7067527217249721 616.25103244223794 -1.0734298914231382 -0.86296152504541546 -3.4005734155344407 769.16081458782332 2.0814357997824593 -15.674618445502388 7.3541187371847769 2116.9636970288825 -0.93525063851300416 -3.3166135628549505 -1.71716257073229 0.64435397695201457 -17.839694952195693 -0.061929731626768375 202.61027411694798 -8.362386322021484
leaf_weight=13515 112730 1733 1909 5492 3182 578 338 536 806 221 35208 8997 434 171 339 93 129 29 3503 342 212 33 136 136990 175398 174670 31 185 53 20
leaf_count=13515 112730 1733 1909 5492 3182 578 338 536 806 221 35208 8997 434 171 339 93 129 29 3503 342 212 33 136 136990 175398 174670 31 185 53 20
internal_value=0 2.54895 8.59627 34.5368 59.7836 127.248 359.066 22.1198 72.7778 146.333 1.5735 10.9419 39.2878 99.6394 174.021 398.859 12.7238 138.399 0.648117 17.3266 91.1908 187.117 412.619 -1.51532 -0.658955 0.273575 3.68989 34.6249 96.3276 144.81
internal_weight=0 252895 60484 12886 7394 2649 916 4745 1563 757 47598 12390 3393 1037 603 264 2356 158 192411 4226 723 381 169 425118 288128 188185 2198 289 104 73
internal_count=678013 252895 60484 12886 7394 2649 916 4745 1563 757 47598 12390 3393 1037 603 264 2356 158 192411 4226 723 381 169 425118 288128 188185 2198 289 104 73
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2228242 2 16 131072 2 2 2 1052964 2
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=10
split_feature=13 12 12 13 14 6 11 11 0 11 11 13 12 6 14 11 11 13 13 8 14 11 2 11 12 12 14 12 14 1
split_gain=2.12402e+08 1.56715e+08 5.85258e+08 1.18998e+09 1.45478e+09 2.032e+09 5.11692e+09 2.23042e+10 3.6988e+08 4.28857e+08 7.2592e+08 1.22114e+08 2.33148e+08 4.63974e+08 4.73968e+08 6.59742e+08 1.47708e+09 1.6549e+09 1.99673e+08 1.30942e+08 5.86886e+08 9.91959e+07 9.676e+07 3.92589e+08 5.45802e+08 2.63632e+09 3.17355e+09 1.59643e+08 1.70633e+08 7.4405e+07
threshold=0 12.500000000000002 13.500000000000002 1 2 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3 14.500000000000002 1.0000000180025095e-35 4 3.5000000000000004 2.5000000000000004 5 6 1.0000000180025095e-35 7 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 7.5000000000000009 8 11.500000000000002 9 1.0000000180025095e-35
decision_type=9 2 2 9 1 2 2 2 2 2 2 9 2 2 1 2 2 9 9 2 1 2 2 2 2 2 1 2 1 2
left_child=1 22 3 4 5 8 7 -7 -3 -10 -11 12 13 19 15 16 18 -18 21 -4 -21 -15 -1 -24 -25 26 -26 -27 -29 -14
right_child=-2 2 11 -5 -6 6 -8 -9 9 10 -12 -13 29 14 -16 -17 17 -19 -20 20 -22 -23 23 24 25 27 -28 28 -30 -31
leaf_value=0.21193560945404255 -2.0788474580362788 -1.7049031155078529 0.58840239075804213 -4.3449437452022917 1.8289461772446058 -7.4442021589063136 -3.5869549159960465 1049.4311223847988 14.843939946425117 188.73811225606437 9.2820897021452993 -2.0787659764119417 -0.82667303048897145 -1.3205498250325522 -0.94700559916769633 7.0026163763798799 523.98360743865123 5.5932820437247299 -3.422864035363812 -2.6493355746430476 367.53242183261449 207.2627086278012 0.12940226295383314 6.4226207710042296 -69.341213933432968 4.257437289256468 1080.0943325305807 251.10431656683647 -3.091407709536345 27.960670982294999
leaf_weight=303426 284794 1467 3602 9053 3979 618 883 295 849 536 389 43791 14758 30 628 403 171 104 277 207 54 95 5296 784 41 361 58 62 46 956
leaf_count=303426 284794 1467 3602 9053 3979 618 883 295 849 536 389 43791 14758 30 628 403 171 104 277 207 54 95 5296 784 41 361 58 62 46 956
internal_value=0 1.50714 5.36243 21.2845 46.9718 82.7259 168.048 334.043 35.4445 66.1651 113.27 0.941516 7.15295 24.7338 68.1346 108.304 168.607 347.195 46.4378 5.54433 73.94 145.558 0.473413 12.4077 60.5037 135.151 604.065 36.1689 142.836 0.924676
internal_weight=0 393219 83145 18069 9016 5037 1796 913 3241 1774 925 65076 21285 5571 1708 1080 677 275 402 3863 261 125 310074 6648 1352 568 99 469 108 15714
internal_count=678013 393219 83145 18069 9016 5037 1796 913 3241 1774 925 65076 21285 5571 1708 1080 677 275 402 3863 261 125 310074 6648 1352 568 99 469 108 15714
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=3280950 16 2 1179648 2 131072 1048576 2 2 2
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=9
split_feature=13 12 12 14 11 11 6 0 11 13 11 12 6 13 11 14 8 14 2 11 14 12 12 3 13 7 12 12 14 6
split_gain=1.75284e+08 1.92703e+08 7.1726e+08 7.21718e+08 1.21646e+09 4.86623e+09 1.31474e+10 3.93187e+08 5.21882e+08 4.51775e+08 1.04456e+08 1.89783e+08 3.48785e+08 5.64032e+08 1.58142e+09 1.52354e+09 2.70744e+08 1.45421e+09 8.42353e+07 3.27165e+08 5.52833e+08 1.11321e+09 8.58873e+09 5.1691e+07 3.50708e+07 3.3743e+07 5.21067e+07 2.8238e+07 4.85725e+07 6.60345e+07
threshold=0 12.500000000000002 13.500000000000002 1 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2 2.5000000000000004 14.500000000000002 1.0000000180025095e-35 3 3.5000000000000004 4 1.0000000180025095e-35 5 1.0000000180025095e-35 3.5000000000000004 6 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 7 1.0000000180025095e-35 15.500000000000002 15.500000000000002 8 1.0000000180025095e-35
decision_type=9 2 2 1 2 2 2 2 2 9 2 2 2 9 2 1 2 1 2 2 1 2 2 2 9 2 2 2 1 2
left_child=1 18 3 4 5 -3 -7 -6 9 -9 25 12 16 14 15 -14 -12 -18 -1 -20 -21 -22 -23 24 -2 -4 -27 28 -13 -30
right_child=23 2 10 -5 7 6 -8 8 -10 -11 11 27 13 -15 -16 -17 17 -19 19 20 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.22502326258621985 0.56048808928227045 4.0829840946802838 -2.5354032608401798 0.47902376498085514 -2.1459464766745446 -0.66459363604086907 784.47112986547711 166.75323237045345 3.1016396411299412 -5.0713192564068423 -0.82216636509304442 1.420979546527366 502.22755023443216 -0.88675238336835582 -1.3568062340615423 -0.68196498501685365 -2.3578569914165297 802.58632326479312 1.860351825420631 -16.548920073704412 5.9764445637194612 1797.2578938802083 -1.1215735198820338 -2.8377995315859512 -1.649986995991604 28.287825238575948 -3.5470073294062106 -1.8404386534194204 8.9544781674142833 63.91926895051045
leaf_weight=188185 152734 1733 31289 5492 3182 578 338 536 806 221 2429 2266 171 550 339 93 133 27 3503 342 212 33 136 136990 135394 926 1156 7260 622 337
leaf_count=188185 152734 1733 31289 5492 3182 578 338 536 806 221 2429 2266 171 550 339 93 133 27 3503 342 212 33 136 136990 135394 926 1156 7260 622 337
internal_value=0 2.08616 7.00969 27.9389 48.3352 102.621 289.047 18.0289 59.1015 118.726 1.34361 8.51824 27.8515 73.6001 139.246 325.066 7.47748 133.476 0.538571 14.501 75.7459 158.593 350.041 -1.23858 -0.478272 -1.71514 10.612 1.61839 9.40478 28.2695
internal_weight=0 252895 60484 12886 7394 2649 916 4745 1563 757 47598 14227 3742 1153 603 264 2589 160 192411 4226 723 381 169 425118 288128 33371 2082 10485 3225 959
internal_count=678013 252895 60484 12886 7394 2649 916 4745 1563 757 47598 14227 3742 1153 603 264 2589 160 192411 4226 723 381 169 425118 288128 33371 2082 10485 3225 959
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2228242 2 16 131072 2 2 2 1053029 2
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=10
split_feature=13 12 12 13 14 6 11 11 0 11 11 13 12 6 14 11 11 13 13 8 11 14 11 2 11 12 12 14 12 14
split_gain=1.42633e+08 9.97999e+07 3.81015e+08 8.33598e+08 9.80504e+08 1.3799e+09 3.46981e+09 1.52236e+10 2.50234e+08 2.76639e+08 4.74874e+08 8.62558e+07 1.60373e+08 3.21488e+08 3.27755e+08 4.50751e+08 9.50065e+08 1.09615e+09 1.61011e+08 8.75566e+07 4.83747e+08 1.03747e+08 8.03487e+07 6.54284e+07 2.73611e+08 3.6791e+08 1.66257e+09 2.08409e+09 1.29272e+08 1.39162e+08
threshold=0 12.500000000000002 13.500000000000002 1 2 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3 14.500000000000002 1.0000000180025095e-35 4 3.5000000000000004 2.5000000000000004 5 6 1.0000000180025095e-35 3.5000000000000004 7 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 7.5000000000000009 8 11.500000000000002 9
decision_type=9 2 2 9 1 2 2 2 2 2 2 9 2 2 1 2 2 9 9 2 2 1 2 2 2 2 2 1 2 1
left_child=1 23 3 4 5 8 7 -7 -3 -10 -11 12 13 19 15 16 18 -18 22 -4 21 -21 -15 -1 -25 -26 27 -27 -28 -30
right_child=-2 2 11 -5 -6 6 -8 -9 9 10 -12 -13 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 24 25 26 28 -29 29 -31
leaf_value=0.19602164725735954 -1.7026287268796267 -1.5067615532111214 0.52100293220644989 -4.290269079627179 1.5981491725448989 -7.1080799812637885 -3.0136653754273737 866.04085523702327 13.09831480480055 153.18897735870152 8.0437171612423306 -1.7928940840436132 0.80032813151864746 -1.2445430501302084 -0.77225738163966284 6.344787257835824 427.0321431365461 5.0318854616399404 -2.8477977898893458 -2.0188632167875769 237.52326229134789 -194.17462344699436 186.4804009849147 -0.025565246688455251 5.9750407113712667 -61.67026972421786 4.3430329569158799 869.80304081357758 226.82091652654833 -2.7395857769510021
leaf_weight=303426 284794 1467 3602 9053 3979 618 883 295 849 536 389 43791 15714 30 628 403 171 104 277 128 97 36 95 5296 784 41 361 58 62 46
leaf_count=303426 284794 1467 3602 9053 3979 618 883 295 849 536 389 43791 15714 30 628 403 171 104 277 128 97 36 95 5296 784 41 361 58 62 46
internal_value=0 1.23597 4.31254 17.1594 38.6589 68.012 138.323 275.016 29.0492 54.3172 92.1495 0.745481 5.96588 20.547 56.6741 90.0781 139.922 283.151 41.9427 4.57357 60.5021 -44.1994 130.95 0.411037 10.2247 50.3767 111.663 484.041 33.0591 129.045
internal_weight=0 393219 83145 18069 9016 5037 1796 913 3241 1774 925 65076 21285 5571 1708 1080 677 275 402 3863 261 164 125 310074 6648 1352 568 99 469 108
internal_count=678013 393219 83145 18069 9016 5037 1796 913 3241 1774 925 65076 21285 5571 1708 1080 677 275 402 3863 261 164 125 310074 6648 1352 568 99 469 108
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=3280950 16 2 1179648 2 131072 1048576 2 2 2
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=8
split_feature=13 12 12 13 14 6 11 11 0 11 11 13 12 6 11 11 14 8 14 2 11 14 12 12 3 12 11 12 14 11
split_gain=1.17137e+08 8.61027e+07 4.11905e+08 5.48987e+08 7.94209e+08 1.11772e+09 2.81055e+09 1.23311e+10 2.0269e+08 2.24077e+08 3.84648e+08 7.606e+07 1.77856e+08 2.26061e+08 3.4973e+08 1.05414e+09 1.01181e+09 1.42022e+08 8.94695e+08 4.06383e+07 2.07344e+08 3.78808e+08 7.6819e+08 5.52702e+09 3.48968e+07 3.12383e+07 3.09216e+07 2.57586e+07 3.20368e+07 6.90303e+07
threshold=0 12.500000000000002 13.500000000000002 1 2 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3 14.500000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4 1.0000000180025095e-35 5 1.0000000180025095e-35 3.5000000000000004 6 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 15.500000000000002 7 3.5000000000000004
decision_type=9 2 2 9 1 2 2 2 2 2 2 9 2 2 2 2 1 2 1 2 2 1 2 2 2 2 2 2 1 2
left_child=1 19 3 4 5 8 7 -7 -3 -10 -11 12 13 17 -15 16 -16 -4 -19 25 -21 -22 -23 -24 26 -1 -2 28 -14 -30
right_child=24 2 11 -5 -6 6 -8 -9 9 10 -12 -13 27 14 15 -17 -18 18 -20 20 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.9525608314975771 -1.6554976420325762 -1.3560855135758394 3.2190587602711682 -4.5491573287275893 1.4383341039056963 -6.397272286831754 -2.7122981955753991 779.43681557865466 11.788484158504698 137.87009279051824 7.2393459614260953 -1.5130768250631634 0.92108146661954593 -2.6201183973918862 409.301602619015 -1.5784800824865832 -0.53654331904585639 -11.450603101419849 603.26207570043107 0.66415473609266429 -16.456077517881319 3.6254730113414158 1385.9908331976997 1.6293499381788845 -2.4560332091897554 0.68272220196624855 0.5778841520047181 -3.6803542141583065 5.1299738354153108 65.909298927278769
leaf_weight=15646 115143 1467 2198 5846 3979 618 883 295 849 536 389 41573 2071 434 171 339 93 129 29 4256 377 238 36 145 133557 205494 134296 6045 612 269
leaf_count=15646 115143 1467 2198 5846 3979 618 883 295 849 536 389 41573 2071 434 171 339 93 129 29 4256 377 238 36 145 133557 205494 134296 6045 612 269
internal_value=0 1.49968 4.59679 19.3381 34.793 61.2108 124.491 247.514 26.1443 48.8855 82.9346 0.536888 7.41051 26.9264 65.8326 115.1 264.927 9.80177 101.376 0.557363 9.42547 56.2699 121.706 276.972 -1.1515 0.354769 -0.453062 0.0587934 7.71569 23.688
internal_weight=0 295017 68825 14862 9016 5037 1796 913 3241 1774 925 53963 12390 3393 1037 603 264 2356 158 226192 5052 796 419 181 382996 221140 249439 8997 2952 881
internal_count=678013 295017 68825 14862 9016 5037 1796 913 3241 1774 925 53963 12390 3393 1037 603 264 2356 158 226192 5052 796 419 181 382996 221140 249439 8997 2952 881
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2232338 16 2 131072 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=9
split_feature=13 12 12 13 14 6 11 11 0 11 11 13 12 6 14 11 11 13 13 11 1 11 14 12 8 11 14 11 2 12
split_gain=9.82367e+07 6.51212e+07 2.47106e+08 5.49549e+08 6.43309e+08 9.05349e+08 2.27655e+09 9.98818e+09 1.64179e+08 1.81503e+08 3.11565e+08 5.93047e+07 1.08048e+08 2.26598e+08 2.27358e+08 3.08967e+08 6.08004e+08 7.25873e+08 1.30188e+08 6.50824e+07 6.07092e+07 1.9363e+08 3.95178e+08 1.12701e+09 5.61498e+07 3.91116e+08 1.16754e+08 4.81142e+07 1.19949e+08 1.58829e+08
threshold=0 12.500000000000002 13.500000000000002 1 2 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3 14.500000000000002 1.0000000180025095e-35 4 3.5000000000000004 2.5000000000000004 5 6 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 7 17.500000000000004 1.0000000180025095e-35 3.5000000000000004 8 2.5000000000000004 1.0000000180025095e-35 6.5000000000000009
decision_type=9 2 2 9 1 2 2 2 2 2 2 9 2 2 1 2 2 9 9 2 2 2 1 2 2 2 1 2 2 2
left_child=1 27 3 4 5 8 7 -7 -3 -10 -11 12 13 24 15 16 18 -18 19 -15 -14 -22 23 -23 -4 26 -26 -1 -29 -30
right_child=-2 2 11 -5 -6 6 -8 -9 9 10 -12 -13 20 14 -16 -17 17 -19 -20 -21 21 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.66193528378094157 -1.4124971013818268 -1.2204768973462992 0.28004121135698962 -3.5583929910547201 1.2945008743105897 -5.7575451094741581 -2.4410686887134112 701.49309338585817 10.609636765627194 124.08308018641685 6.5154113122307553 -1.465960594357572 -0.85438551851478217 -0.95453918457031262 -0.57939060250664975 5.7632811898924876 348.01944344030562 4.5201168662623354 -2.3200586937030434 167.99790556255141 -5.4335508646950448 -1.2815439860026041 -6.7352474782658724 614.28961673493075 -1.0845981402089819 207.48621064805494 -204.93054512871637 1.386952363881357 0.59466724053670006 46.371470302000816
leaf_weight=185353 284794 1467 3602 9053 3979 618 883 295 849 536 389 43791 14758 30 628 403 171 104 277 95 654 81 174 47 128 97 36 121665 1664 1392
leaf_count=185353 284794 1467 3602 9053 3979 618 883 295 849 536 389 43791 14758 30 628 403 171 104 277 95 654 81 174 47 128 97 36 121665 1664 1392
internal_value=0 1.02625 3.51146 13.8573 31.3137 55.0897 112.042 222.763 23.5298 43.997 74.6411 0.638825 4.96749 16.9358 47.2663 75.0877 116.355 230.934 37.9734 118.009 0.727588 25.1489 91.3771 224.748 3.52538 48.3135 -45.8313 0.359883 1.87845 21.4459
internal_weight=0 393219 83145 18069 9016 5037 1796 913 3241 1774 925 65076 21285 5571 1708 1080 677 275 402 125 15714 956 302 128 3863 261 164 310074 124721 3056
internal_count=678013 393219 83145 18069 9016 5037 1796 913 3241 1774 925 65076 21285 5571 1708 1080 677 275 402 125 15714 956 302 128 3863 261 164 310074 124721 3056
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=3280950 16 2 1179648 2 131072 1048576 2 2
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=8
split_feature=3 13 12 12 13 14 6 11 11 0 11 11 11 13 6 12 11 14 13 12 12 1 14 12 11 8 14 11 11 2
split_gain=8.35396e+07 6.60113e+07 4.81948e+07 1.88535e+08 4.55916e+08 5.29254e+08 7.15028e+08 1.844e+09 8.09043e+09 1.27375e+08 1.47017e+08 2.52368e+08 6.07663e+07 8.32481e+07 2.27075e+08 1.73946e+08 4.54276e+08 4.44991e+08 1.09284e+08 2.63634e+08 5.11417e+08 1.00751e+08 3.22137e+08 1.05395e+09 1.76745e+09 6.59865e+07 5.74729e+08 1.59166e+09 4.92709e+07 7.75757e+07
threshold=1.0000000180025095e-35 0 12.500000000000002 13.500000000000002 1 2 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 2.5000000000000004 3 1.0000000180025095e-35 14.500000000000002 3.5000000000000004 4 5 16.500000000000004 17.500000000000004 1.0000000180025095e-35 6 17.500000000000004 3.5000000000000004 1.0000000180025095e-35 7 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35
decision_type=2 9 2 2 9 1 2 2 2 2 2 2 2 9 2 2 2 1 9 2 2 2 1 2 2 2 1 2 2 2
left_child=1 2 28 4 5 6 9 8 -8 -4 -11 -12 -5 14 25 16 17 -16 19 -17 -21 -15 23 -23 -25 -14 -27 -28 -1 -30
right_child=-2 -3 3 12 -6 -7 7 -9 -10 10 11 -13 13 21 15 18 -18 -19 -20 20 -22 22 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.34810954956082452 -1.9470831077470647 -0.86472447270605657 -0.83013738046018348 -1.2704034281424024 -3.4040795360714591 1.2567935748190435 -5.1817907833358623 -2.1969617023878434 631.34377466234116 9.5486733159131525 111.67477143700444 5.8638700803938137 -0.50883566787383883 -1.1718974144062422 239.47540782061307 5.6251216747142649 -1.9304632307469161 11.474764695808069 10.619117980666081 465.67075857682659 2.4425426739912766 -4.7070143643326645 -0.55370415802782691 10.997116470336914 1162.3392637888589 -10.289595298092776 -123.27170840847879 974.66651375812035 2.0460156997431338 18.29786351164929
leaf_weight=148400 166024 186664 1390 40440 8795 3914 618 883 295 849 536 389 5259 14082 237 162 348 134 1465 44 52 127 568 30 24 297 31 23 92900 3033
leaf_count=148400 166024 186664 1390 40440 8795 3914 618 883 295 849 536 389 5259 14082 237 162 348 134 1465 44 52 127 568 30 24 297 31 23 92900 3033
internal_value=0 0.634282 1.49436 3.60844 12.7422 28.7162 50.4427 100.837 200.486 21.8368 39.5973 67.177 1.05984 5.17797 13.356 38.8258 80.1412 157.125 21.585 80.3276 214.755 0.728462 36.467 152.642 522.705 2.29304 44.2732 344.369 0.793642 2.55983
internal_weight=0 511989 325325 80992 17669 8874 4960 1796 913 3164 1774 925 63323 22883 8052 2442 719 371 1723 258 96 14831 749 181 54 5610 351 54 244333 95933
internal_count=678013 511989 325325 80992 17669 8874 4960 1796 913 3164 1774 925 63323 22883 8052 2442 719 371 1723 258 96 14831 749 181 54 5610 351 54 244333 95933
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1184020 16 2 131328 2 256 2 2
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=10
split_feature=12 13 12 12 13 14 6 11 11 0 11 11 13 12 6 14 11 11 13 13 11 1 11 14 12 8 14 2 11 13
split_gain=6.93405e+07 6.46034e+07 3.12047e+07 1.61296e+08 3.60386e+08 4.22033e+08 5.94157e+08 1.49364e+09 6.55325e+09 1.07841e+08 1.19084e+08 2.04418e+08 4.14446e+07 8.06173e+07 1.65268e+08 1.66743e+08 2.22922e+08 4.1792e+08 5.11004e+08 1.05443e+08 5.27168e+07 4.18215e+07 1.3555e+08 2.77317e+08 7.86514e+08 3.8646e+07 3.37084e+08 3.34809e+07 1.75622e+08 3.15995e+08
threshold=1.0000000180025095e-35 0 12.500000000000002 13.500000000000002 1 2 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3 14.500000000000002 1.0000000180025095e-35 4 3.5000000000000004 2.5000000000000004 5 6 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 7 17.500000000000004 1.0000000180025095e-35 8 1.0000000180025095e-35 3.5000000000000004 9
decision_type=2 9 2 2 9 1 2 2 2 2 2 2 9 2 2 1 2 2 9 9 2 2 2 1 2 2 1 2 2 9
left_child=-1 2 27 4 5 6 9 8 -8 -4 -11 -12 13 14 25 16 17 19 -19 20 -16 -15 -23 24 -24 -5 -27 -2 -29 -30
right_child=1 -3 3 12 -6 -7 7 -9 -10 10 11 -13 -14 21 15 -17 -18 18 -20 -21 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=-3.3126262802489297 0.50006440670699626 -0.91429672949633156 -1.0095528227775457 0.35463430898709802 -2.8806598886970813 1.0446055941738714 -4.6636112599696933 -1.977265767953944 568.20943144200214 8.5938041583668916 100.50730031141595 5.2774826638189873 -1.2163771729397093 -0.8136631046032714 -0.73204447428385422 -0.5717417947046316 5.3431061756522134 292.51580250776937 4.2146650615491366 -1.9735224667326499 151.32515046772204 -4.8191636534641278 -0.9159201727973092 -6.0081577783343434 513.32523057004244 -17.840350876050294 262.70785472304732 -0.54705638140222912 101.16134785436756 -1.9367569970019038
leaf_weight=57739 276941 254169 1467 3602 9053 3979 618 883 295 849 536 389 43791 14758 30 628 403 171 104 277 95 654 81 174 47 207 54 4805 508 706
leaf_count=57739 276941 254169 1467 3602 9053 3979 618 883 295 849 536 389 43791 14758 30 628 403 171 104 277 95 654 81 174 47 207 54 4805 508 706
internal_value=0 0.310522 1.16085 2.86403 11.2227 25.359 44.6166 90.7538 180.438 19.0497 35.6375 60.4593 0.543159 4.16178 14.4998 40.4026 64.2284 99.2812 194.276 34.2973 106.325 0.499357 20.7688 76.181 187.907 3.04703 40.2041 0.660428 8.03892 42.0221
internal_weight=0 620274 366105 83145 18069 9016 5037 1796 913 3241 1774 925 65076 21285 5571 1708 1080 677 275 402 125 15714 956 302 128 3863 261 282960 6019 1214
internal_count=678013 620274 366105 83145 18069 9016 5037 1796 913 3241 1774 925 65076 21285 5571 1708 1080 677 275 402 125 15714 956 302 128 3863 261 282960 6019 1214
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=3280950 16 2 1179648 2 131072 1048576 2 2 131104
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=8
split_feature=3 13 13 12 12 11 13 2 14 12 12 8 12 12 14 11 12 14 11 12 12 13 14 11 11 6 0 12 6 12
split_gain=6.00093e+07 4.38807e+07 3.71354e+07 7.63383e+07 3.37082e+08 3.18414e+07 5.12256e+07 7.7795e+07 3.07662e+08 5.13077e+08 6.5806e+09 6.29043e+07 2.96087e+08 7.57787e+08 1.48885e+09 2.07316e+09 5.10462e+07 4.22229e+08 1.05147e+09 3.63832e+07 2.79245e+08 2.96835e+08 4.70185e+08 6.46635e+08 1.40702e+09 4.73572e+09 2.98231e+08 2.48559e+07 1.23933e+08 1.89033e+08
threshold=1.0000000180025095e-35 0 1 10.500000000000002 12.500000000000002 2.5000000000000004 2 1.0000000180025095e-35 3 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 4 3.5000000000000004 13.500000000000002 5 3.5000000000000004 12.500000000000002 13.500000000000002 6 7 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 14.500000000000002
decision_type=2 9 9 2 2 2 9 2 1 2 2 2 2 2 1 2 2 1 2 2 2 9 1 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 19 7 11 -9 -10 -11 27 13 -13 15 -15 -14 -18 -19 -1 21 22 23 -21 25 -25 -26 -7 -29 -30
right_child=2 -3 -4 4 -6 6 -8 8 9 10 -12 12 16 14 -16 -17 17 18 -20 20 -22 -23 -24 24 26 -27 -28 28 29 -31
leaf_value=-0.33890259167858255 3.8696375086512784 -0.68408781362650384 -1.9674728244075401 347.81076703752797 -5.5663413387233938 2.3284633860846271 1.0605697258802189 -12.897210003463242 -4.062537626786666 1405.0286562066331 -3.1282013314370891 1.6002689869231599 -2.4729268940393765 1232.1536073254001 -4.5181772519464358 33.573102145724832 -8.4332156109972072 -126.94097338051631 740.24336355703849 3.9560179047769335 -1.0701831203589858 -5.4971178454503971 1.141587331789566 -2.3557019907444325 -3.0137117025700024 511.38851794226696 90.456569273080405 -0.20797351851251911 74.653340499709458 9.8126355032408838
leaf_weight=148400 7016 186664 158855 35 118 31065 83852 809 341 38 262 263 1682 31 73 27 294 29 27 1574 40440 3810 3230 458 940 295 536 4669 634 1546
leaf_count=148400 7016 186664 158855 35 118 31065 83852 809 341 38 262 263 1682 31 73 27 294 29 27 1574 40440 3810 3230 458 940 295 536 4669 634 1546
internal_value=0 0.538083 -1.64974 5.38598 75.2716 1.23932 2.48657 5.34632 28.1051 79.8536 175.238 4.5296 20.1405 99.4779 295.98 674.194 4.75711 39.5026 291.166 0.454602 2.7508 17.0015 29.1561 53.0264 87.6772 198.912 30.9294 3.53071 8.98372 28.67
internal_weight=0 511989 166024 7169 153 325325 125642 41790 1450 641 300 40340 2426 394 131 58 2032 350 56 199683 51283 10843 7033 3803 2229 753 1476 37914 6849 2180
internal_count=678013 511989 166024 7169 153 325325 125642 41790 1450 641 300 40340 2426 394 131 58 2032 350 56 199683 51283 10843 7033 3803 2229 753 1476 37914 6849 2180
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1184020 2097186 131076 2 2 2 16 2
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=11
split_feature=12 13 13 12 12 13 14 6 11 11 0 11 11 13 12 6 14 11 11 13 13 11 1 11 13 14 12 8 11 14
split_gain=5.19698e+07 4.20915e+07 1.99816e+07 1.94541e+07 1.0466e+08 2.38336e+08 2.76963e+08 3.83728e+08 9.73272e+08 4.31471e+09 7.28988e+07 7.65831e+07 1.32839e+08 2.91897e+07 5.76743e+07 1.15986e+08 1.36593e+08 1.91329e+08 3.21316e+08 3.96923e+08 8.54016e+07 4.27006e+07 3.42008e+07 1.09564e+08 2.28998e+08 8.34499e+08 1.4496e+09 2.71716e+07 2.65098e+08 1.19021e+08
threshold=1.0000000180025095e-35 0 1 12.500000000000002 13.500000000000002 2 3 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 4 14.500000000000002 1.0000000180025095e-35 5 3.5000000000000004 2.5000000000000004 6 7 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 8 9 16.500000000000004 1.0000000180025095e-35 3.5000000000000004 10
decision_type=2 9 9 2 2 9 1 2 2 2 2 2 2 9 2 2 1 2 2 9 9 2 2 2 9 1 2 2 2 1
left_child=-1 3 -3 -2 5 6 7 10 9 -9 -5 -12 -13 14 15 27 17 18 20 -20 21 -17 -16 -24 25 26 -25 -6 29 -29
right_child=1 2 -4 4 13 -7 -8 8 -10 -11 11 12 -14 -15 22 16 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-2.8674403063215466 0.56046764354169076 -3.2675821128801235 -0.41088948882179777 -0.90889862947262456 0.35979241820456653 -2.4355404011345354 0.8324577025235913 -4.5928525913880476 -1.6470454376929209 460.24961351297674 7.5343441368974702 81.410906868550327 4.6436770657340789 -1.045774150140343 -0.81742333856804184 -0.55182281494140628 -3.1738423135629885 0.92266342125222944 257.82737787573382 3.7334162996526352 -1.6797572225643784 136.29965531198602 -4.30497890116607 -4.7002152306692944 -24.386495648897611 -6.5136279179499699 1054.4090899467469 1.4446247398853302 164.81819555538218 -204.37030368381079
leaf_weight=57739 282960 27441 226728 1467 3602 9053 3979 618 883 295 849 536 389 43791 14758 30 628 403 171 104 277 95 654 28 146 104 24 128 97 36
leaf_count=57739 282960 27441 226728 1467 3602 9053 3979 618 883 295 849 536 389 43791 14758 30 628 403 171 104 277 95 654 28 146 104 24 128 97 36
internal_value=0 0.269224 -0.719425 0.955588 2.30038 9.03348 20.5295 36.13 73.2076 145.603 15.5834 29.2217 49.1272 0.43087 3.46773 12.2118 33.9115 55.4759 87.9501 171.245 30.9697 95.7919 0.369957 18.6998 68.5182 147.571 484.119 2.61737 33.7737 -43.7343
internal_weight=0 620274 254169 366105 83145 18069 9016 5037 1796 913 3241 1774 925 65076 21285 5571 1708 1080 677 275 402 125 15714 956 302 156 52 3863 261 164
internal_count=678013 620274 254169 366105 83145 18069 9016 5037 1796 913 3241 1774 925 65076 21285 5571 1708 1080 677 275 402 125 15714 956 302 156 52 3863 261 164
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=3280950 294920 16 2 1179648 2 131072 1048576 1048576 2 2
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=9
split_feature=3 13 11 12 12 14 13 11 13 2 14 12 12 8 12 12 14 11 12 14 11 11 12 12 6 14 13 0 12 12
split_gain=4.31751e+07 3.30554e+07 1.55287e+08 2.20842e+08 3.92252e+08 3.16967e+08 3.09993e+07 2.18698e+07 4.72971e+07 6.37906e+07 2.4913e+08 4.15423e+08 5.32992e+09 4.93638e+07 2.42392e+08 6.13168e+08 1.20597e+09 1.67926e+09 3.66322e+07 3.4916e+08 8.23425e+08 2.00605e+07 3.42091e+07 1.34414e+08 4.2708e+08 3.70314e+08 4.1394e+07 1.0628e+08 1.76265e+08 9.30473e+08
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1 2 2.5000000000000004 3 1.0000000180025095e-35 4 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 5 3.5000000000000004 13.500000000000002 6 3.5000000000000004 3.5000000000000004 13.500000000000002 14.500000000000002 1.0000000180025095e-35 7 8 1.0000000180025095e-35 6.5000000000000009 8.5000000000000018
decision_type=2 9 2 2 2 1 9 2 9 2 1 2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 9 2 2 2
left_child=6 2 3 4 -2 -6 7 -1 9 13 -11 -12 -13 21 15 -15 17 -17 -16 -20 -21 22 26 24 -24 -26 27 -9 -29 -30
right_child=1 -3 -4 -5 5 -7 -8 8 -10 10 11 12 -14 14 18 16 -18 -19 19 20 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.26630763658427753 -10.313620352578331 -1.5557959762549893 -7.5017151442818024 -5.8648186518311869 -13.701403808593751 295.48008752247642 -0.87383218174639909 -0.66835636366282081 0.78149763803794159 -11.594825729495664 -3.6409583044191964 1264.4696621543483 -2.8274168436763851 1.5223545088967443 -2.261196741337725 1108.8821869880924 -4.1224060790179529 30.15974765353733 -10.293655502552889 -107.84797526392445 659.55772479021994 0.93134208919961103 -0.74687807251223559 2.6113433906806076 236.37894681792019 -8.7395071597809491 2.2738509433880156 -0.43388289784997458 628.70430011749272 -9.3253286361694343
leaf_weight=220949 143 164007 1380 323 45 126 130483 453 118767 809 341 38 262 263 1682 31 73 27 294 29 27 20349 556 2311 179 94 13737 123 32 80
leaf_count=220949 143 164007 1380 323 45 126 130483 453 118767 809 341 38 262 263 1682 31 73 27 294 29 27 20349 556 2311 179 94 13737 123 32 80
internal_value=0 -1.3991 11.2937 52.1896 111.908 214.117 0.456649 0.9117 1.79991 4.69292 25.3016 71.8682 157.697 3.95331 17.7823 89.5663 266.326 606.718 3.86358 33.2975 262.151 3.06844 5.54426 15.0031 49.5477 151.979 3.48527 27.2441 82.2091 172.969
internal_weight=0 166024 2017 637 314 171 511989 381506 160557 41790 1450 641 300 40340 2426 394 131 58 2032 350 56 37914 17565 3140 829 273 14425 688 235 112
internal_count=678013 166024 2017 637 314 171 511989 381506 160557 41790 1450 641 300 40340 2426 394 131 58 2032 350 56 37914 17565 3140 829 273 14425 688 235 112
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2 2 1192277 131076 2 2 2 2 4
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=8
split_feature=12 13 11 12 12 12 13 14 6 11 11 0 11 11 13 6 11 11 12 14 14 12 12 11 6 13 14 11 7 11
split_gain=3.89032e+07 2.88853e+07 1.85338e+07 1.84283e+07 4.33174e+07 7.4404e+07 1.69579e+08 2.24295e+08 3.10792e+08 7.88604e+08 3.49491e+09 5.90186e+07 6.19605e+07 1.0776e+08 4.95375e+07 5.05962e+07 6.93416e+07 6.81901e+07 3.13025e+08 3.22202e+08 5.63077e+07 7.65612e+07 9.16438e+07 2.14125e+07 3.96444e+07 1.01442e+08 1.72055e+08 3.02296e+08 1.70891e+07 2.30618e+07
threshold=1.0000000180025095e-35 0 2.5000000000000004 16.500000000000004 12.500000000000002 13.500000000000002 1 2 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 14.500000000000002 4 5 14.500000000000002 15.500000000000002 1.5000000000000002 1.0000000180025095e-35 6 7 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002
decision_type=2 9 2 2 2 2 9 1 2 2 2 2 2 2 9 2 2 2 2 1 1 2 2 2 2 9 1 2 2 2
left_child=-1 3 -3 4 -2 6 7 8 11 10 -10 -6 -13 -14 15 -7 -17 18 19 -18 -19 -22 -23 24 -8 26 27 -26 -16 -30
right_child=1 2 -4 -5 5 14 23 -9 9 -11 -12 12 13 -15 28 16 17 20 -20 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-2.4807250326758163 0.56926515256287824 -1.2561444601687439 0.26382652242355981 -1.9032748320983819 -0.84919329947489164 2.8490880687803979 -1.522855317664175 0.71670142703093487 -4.1601980385078194 -1.5303258334253815 414.19796047404662 6.7542791256494601 73.243192074903803 4.101159691504157 -1.5086799492733582 0.4427746247339428 223.48444196020651 -5.947371477540397 0.6358766313032671 -7.7892517992245267 -8.9745449875340313 146.69589409355646 -4.3101671975756446 0.094950575552230299 -4.6663498316055687 0.96721880216125067 -4.3880740782995336 -389.13114666606111 22.267276252767459 -0.763370677276071
leaf_weight=57739 224322 145649 178586 21065 1467 5763 833 3979 618 883 295 849 536 389 25025 1066 171 503 385 93 132 111 63 5246 39 272 87 43 731 1073
leaf_count=57739 224322 145649 178586 21065 1467 5763 833 3979 618 883 295 849 536 389 25025 1066 171 503 385 93 132 111 63 5246 39 272 87 43 731 1073
internal_value=0 0.23312 -0.418944 0.947272 1.16568 3.80701 9.56914 18.4423 32.4813 65.8497 131.016 13.9902 26.2616 44.1662 1.25774 8.0105 19.8272 33.9999 58.1452 142.013 14.6298 48.4545 92.0213 -2.72497 -14.3581 -38.6023 -96.6279 -206.276 -0.830748 8.56889
internal_weight=0 620274 324235 296039 274974 50652 15536 9016 5037 1796 913 3241 1774 925 35116 8287 2524 1458 649 264 809 306 174 6520 1274 441 169 82 26829 1804
internal_count=678013 620274 324235 296039 274974 50652 15536 9016 5037 1796 913 3241 1774 925 35116 8287 2524 1458 649 264 809 306 174 6520 1274 441 169 82 26829 1804
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2232374 16 2 131072 2 2 131072 2
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=11
split_feature=12 13 12 11 13 12 11 14 13 2 14 11 12 12 8 12 14 12 11 12 1 14 12 11 13 6 14 12 14 13
split_gain=3.15116e+07 2.56997e+07 1.72453e+07 1.75509e+07 3.70185e+07 1.89677e+08 3.3061e+08 2.22673e+08 3.68087e+07 5.96758e+07 2.13697e+08 3.64569e+08 6.79453e+08 7.0154e+09 4.37447e+07 2.88881e+08 4.55757e+08 9.23733e+08 1.3602e+09 3.77908e+07 1.82921e+08 5.32682e+08 9.71673e+08 1.77665e+09 1.24765e+08 3.65263e+08 4.56331e+08 3.21563e+07 3.90438e+08 3.04964e+07
threshold=1.0000000180025095e-35 0 18.500000000000004 2.5000000000000004 1 1.5000000000000002 1.0000000180025095e-35 2 3 1.0000000180025095e-35 4 3.5000000000000004 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 5 1.5000000000000002 3.5000000000000004 16.500000000000004 1.0000000180025095e-35 6 17.500000000000004 3.5000000000000004 7 1.0000000180025095e-35 8 13.500000000000002 9 10
decision_type=2 9 2 2 9 2 2 1 9 2 1 2 2 2 2 2 1 2 2 2 2 1 2 2 9 2 1 2 1 9
left_child=-1 -2 3 4 5 6 7 -3 9 14 -11 -12 -13 -14 -5 16 17 -16 -19 -10 24 22 -22 -24 25 -21 -27 -17 -29 -6
right_child=1 2 -4 8 29 -7 -8 -9 19 10 11 12 13 -15 15 27 -18 18 -20 20 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-2.2326525675431372 -1.3953131131144612 -12.481751708984376 -2.825579768839281 2.3832323258573718 0.83401091717842157 -4.0733182886687436 -12.140781351725261 232.68365837043817 0.31147539481200481 -11.46301872235053 -13.021590611574462 -8.4223123189565303 1790.6815260667067 -7.583490071769889 4.5668829434159877 -2.2439217189415785 -1.5350798707571089 997.9370900800152 27.086845002350987 -7.2822924377178326 -12.778619426965713 -3.9037602928968576 19.540479035810993 1321.8065010070802 0.94603731142534753 495.2869440127642 -39.520676090099194 -9.587754098462387 320.52818584907345 -1.2596689082866714
leaf_weight=57739 85922 50 15439 45306 166091 1267 210 143 177182 727 278 148 26 131 69 1718 161 31 27 145 50 208 22 20 4810 39 27 284 41 119702
leaf_count=57739 85922 50 15439 45306 166091 1267 210 143 177182 727 278 148 26 131 69 1718 161 31 27 145 50 208 22 20 4810 39 27 284 41 119702
internal_value=0 0.20981 0.467926 0.565925 0.0440814 14.8448 74.6901 169.169 1.21406 3.64887 24.7055 69.8075 145.304 290.218 3.07059 16.4303 110.192 251.831 545.99 0.560815 8.86454 84.717 285.077 639.667 4.33242 77.7973 276.502 3.21276 32.0576 -0.0429227
internal_weight=0 620274 534352 518913 287463 1670 403 193 231450 48947 1310 583 305 157 47637 2331 288 127 58 182503 5321 300 92 42 5021 211 66 2043 325 285793
internal_count=678013 620274 534352 518913 287463 1670 403 193 231450 48947 1310 583 305 157 47637 2331 288 127 58 182503 5321 300 92 42 5021 211 66 2043 325 285793
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=819848 2 2 2228228 2 2 2 256 2 2 77872
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=9
split_feature=3 13 12 12 11 13 12 14 12 14 11 11 13 11 12 11 13 2 14 11 12 12 8 12 12 14 11 12 1 14
split_gain=2.82066e+07 2.346e+07 2.70659e+07 5.10085e+07 2.96796e+07 1.97346e+08 2.27437e+08 2.13495e+08 6.51748e+07 6.73687e+07 6.05682e+07 2.82725e+07 2.08145e+07 1.64555e+07 1.59535e+07 1.78457e+07 3.27712e+07 4.36757e+07 1.62294e+08 2.75135e+08 5.81742e+08 5.68247e+09 3.236e+07 1.59085e+08 4.008e+08 7.91949e+08 1.10176e+09 2.63471e+07 1.35408e+08 3.83254e+08
threshold=1.0000000180025095e-35 0 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1 1.5000000000000002 2 1.5000000000000002 3 2.5000000000000004 3.5000000000000004 4 1.5000000000000002 18.500000000000004 2.5000000000000004 5 1.0000000180025095e-35 6 3.5000000000000004 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 7 3.5000000000000004 16.500000000000004 1.0000000180025095e-35 8
decision_type=2 9 2 2 2 9 2 1 2 1 2 2 9 2 2 2 9 2 1 2 2 2 2 2 2 1 2 2 2 1
left_child=12 2 3 -2 5 6 7 -5 -6 10 13 -12 -1 -10 15 -14 17 22 -19 -20 -21 -22 -17 24 -24 26 -26 -18 -29 -30
right_child=1 -3 -4 4 8 -7 -8 -9 9 -11 11 -13 14 -15 -16 16 27 18 19 20 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-1.7350625047335875 -6.4338680866786424 -1.3445494891031222 -4.1106370104033507 -11.1400146484375 -6.0393144758007651 -6.3306685796393181 -6.5174211334763914 242.60677076067248 77.711187975334397 3.6589736107552406 123.20719145737685 -3.1736279296875001 0.12149300946044309 -4.7194514683314734 -2.5864101794019017 2.5636377316513146 0.47604927549097731 -9.8232993175715748 -11.619219447218853 -0.85307003570639572 1611.6133422851562 -6.8251406342018655 1.4576536316382116 3.1280785556322805 898.14336410030251 -3.6135844400484269 24.378160377785012 3.5763779382352476 230.71645888721241 -2.6445963317602219
leaf_weight=43056 1120 160838 1874 45 862 444 114 126 33 303 154 20 256887 91 15559 36920 150170 766 299 184 26 131 263 2003 31 73 27 5265 102 227
leaf_count=43056 1120 160838 1874 45 862 444 114 126 33 303 154 20 256887 91 15559 36920 150170 766 299 184 26 131 263 2003 31 73 27 5265 102 227
internal_value=0 -1.13104 5.48287 10.9276 19.7985 36.2826 99.404 175.831 11.5846 36.8621 70.6223 108.681 0.368922 17.2177 0.562128 0.670193 1.38756 3.91298 21.2319 58.4012 119.797 261.197 3.29464 14.5539 72.6402 215.549 491.391 0.727019 7.46557 69.7044
internal_weight=0 166024 5186 3312 2192 729 285 171 1463 601 298 174 511989 124 468933 453374 196487 40723 1406 640 341 157 39317 2397 394 131 58 155764 5594 329
internal_count=678013 166024 5186 3312 2192 729 285 171 1463 601 298 174 511989 124 468933 453374 196487 40723 1406 640 341 157 39317 2397 394 131 58 155764 5594 329
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2097154 2 2 2 2916362 131076 2 2 2
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=10
split_feature=12 13 12 11 13 13 2 14 11 12 12 8 12 14 12 11 12 14 12 12 14 6 11 11 13 0 11 13 12 13
split_gain=2.33051e+07 2.01226e+07 1.20467e+07 1.33021e+07 2.9718e+07 2.54983e+07 3.85302e+07 1.39644e+08 2.382e+08 4.48272e+08 4.6028e+09 2.85826e+07 1.89743e+08 2.996e+08 6.05328e+08 8.92425e+08 2.60395e+07 3.1624e+08 2.30133e+07 2.00015e+08 1.73258e+08 2.28541e+08 4.37193e+08 1.96726e+09 9.76201e+08 4.01905e+07 7.31764e+07 6.79442e+07 2.71391e+07 1.23376e+08
threshold=1.0000000180025095e-35 0 18.500000000000004 2.5000000000000004 1 2 1.0000000180025095e-35 3 3.5000000000000004 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 4 1.5000000000000002 3.5000000000000004 13.500000000000002 5 12.500000000000002 13.500000000000002 6 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 7 1.0000000180025095e-35 1.5000000000000002 8 1.5000000000000002 9
decision_type=2 9 2 2 9 9 2 1 2 2 2 2 2 1 2 2 2 1 2 2 1 2 2 2 9 2 2 9 2 9
left_child=-1 -2 3 4 18 6 11 -8 -9 -10 -11 -5 13 14 -13 -16 -14 -18 28 20 21 25 23 -23 -25 -20 -27 -28 29 -3
right_child=1 2 -4 5 -6 -7 7 8 9 10 -12 12 16 -15 15 -17 17 -19 19 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-1.9201489838925321 -2.4665618582682241 58.591048328870727 -2.3542522408791915 1.9456231020746531 -1.0829757578613 0.43212861209328496 -9.3521875628087017 -10.607286674856283 -7.4947746122205592 1450.4519672100362 -6.1426261377698594 3.9644290647644933 -2.3221468450304239 -1.297398793475228 808.32901414440528 21.940345255533856 -8.9349363649395155 288.16255713672172 0.11939495089473014 -1.0931475715298267 0.87912470615441318 -3.5188816628180266 -2.9320555675716302 360.46357613985657 0.3554361152648926 4.5164394804574917 64.617754456237122 1.3031150046359288 -0.23499394674079177 2.8635381746139501
leaf_weight=57739 27441 403 16585 45306 149038 210502 727 278 148 26 131 69 1718 161 31 27 284 41 1531 29716 4421 726 764 295 110 1030 536 257 117437 10535
leaf_count=57739 27441 403 16585 45306 149038 210502 727 278 148 26 131 69 1718 161 31 27 284 41 1531 29716 4421 726 764 295 110 1030 536 257 117437 10535
internal_value=0 0.180327 0.302883 0.379363 -0.0554371 0.910274 2.9659 19.8855 56.3448 117.37 235.077 2.50124 13.3003 89.2891 204.127 442.252 2.5882 28.5451 0.857436 2.97202 15.4643 27.7488 55.5088 94.9861 271.566 12.0644 22.0961 44.9297 0.208741 4.97295
internal_weight=0 620274 592833 576248 316799 259449 48947 1310 583 305 157 47637 2331 288 127 58 2043 325 167761 39386 9670 5249 1895 1131 405 3354 1823 793 128375 10938
internal_count=678013 620274 592833 576248 316799 259449 48947 1310 583 305 157 47637 2331 288 127 58 2043 325 167761 39386 9670 5249 1895 1131 405 3354 1823 793 128375 10938
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=294920 77874 2228228 2 2 2 2 16 16 2
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=11
split_feature=3 13 12 12 13 12 12 13 11 13 12 14 12 13 11 14 11 13 2 14 11 12 12 12 6 11 12 14 13 12
split_gain=2.07853e+07 1.6751e+07 6.55347e+07 2.71706e+08 1.47954e+07 1.3277e+07 2.89425e+07 2.56247e+07 2.27718e+07 1.4839e+08 1.71254e+08 1.72931e+08 5.6051e+07 5.5106e+07 7.96803e+07 5.93139e+07 1.31308e+07 2.23787e+07 2.1807e+07 1.00123e+08 1.93348e+08 3.60676e+08 3.5848e+09 2.16336e+07 8.8611e+07 6.12559e+07 1.27507e+08 1.41255e+08 9.34469e+07 1.82014e+08
threshold=1.0000000180025095e-35 0 10.500000000000002 12.500000000000002 1 2.5000000000000004 1.0000000180025095e-35 2 1.0000000180025095e-35 3 1.5000000000000002 4 1.5000000000000002 5 2.5000000000000004 6 2.5000000000000004 7 1.0000000180025095e-35 8 3.5000000000000004 6.5000000000000009 7.5000000000000009 13.500000000000002 1.0000000180025095e-35 3.5000000000000004 14.500000000000002 9 10 16.500000000000004
decision_type=2 9 2 2 9 2 2 9 2 9 2 1 2 9 2 1 2 9 2 1 2 2 2 2 2 2 2 1 9 2
left_child=4 2 5 -4 -1 6 -2 8 9 10 11 -8 -10 14 -14 -16 -6 18 23 -20 -21 -22 -23 -18 -25 26 27 -26 29 -28
right_child=1 -3 3 -5 16 -7 7 -9 12 -11 -12 -13 13 -15 15 -17 17 -19 19 20 21 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=-2.3457460303786131 -5.6055549061201972 -1.1836947890720224 313.19208513532368 -4.0715523251032426 -0.019255815869083578 -3.2320322437298965 -15.885118103027345 -5.2771923305653576 -6.6366405203834766 -5.6056339381549858 -5.8421792615923964 212.486997513544 13.042272433828799 -5.2752307011530952 145.80618076797359 20.561090379194781 1.5159410235940811 0.4543208021216294 -7.1964655799819255 -9.5084106107439315 -0.12735351013100668 1256.659883287218 -4.8040877145879408 0.21404106449213145 131.6671562350526 6.5457929000413051 5.7068927789825246 5.461984302328645 -0.9030006536767502 183.69715708856998
leaf_weight=20036 1484 158855 35 118 282379 2652 45 688 862 444 114 126 188 237 121 55 39035 160544 930 350 184 27 136 5770 245 1253 153 139 716 92
leaf_count=20036 1484 158855 35 118 282379 2652 45 688 862 444 114 126 188 237 121 55 39035 160544 930 350 184 27 136 5770 245 1253 153 139 716 92
internal_value=0 -0.970286 3.75497 68.5051 0.317316 2.3483 5.73947 11.5853 16.8252 31.341 86.0763 152.389 9.70717 33.1487 56.7523 106.667 0.425815 1.02552 2.89518 14.2793 42.9341 95.8301 204.15 2.50505 7.11906 22.4547 37.2754 85.9835 17.8124 69.6992
internal_weight=0 166024 7169 153 511989 7016 4364 2880 2192 729 285 171 1463 601 364 176 491953 209574 49030 1627 697 347 163 47403 8368 2598 1345 384 961 245
internal_count=678013 166024 7169 153 511989 7016 4364 2880 2192 729 285 171 1463 601 364 176 491953 209574 49030 1627 697 347 163 47403 8368 2598 1345 384 961 245
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2097186 2392074 2097154 2 2 2097152 2 131396 2 2 256
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=9
split_feature=12 13 12 7 13 12 14 13 12 11 11 12 11 11 6 12 11 14 12 13 14 12 13 12 12 11 11 12 13 12
split_gain=1.71257e+07 1.372e+07 9.98414e+06 8.93845e+06 1.97737e+07 8.64503e+07 5.28158e+07 6.65932e+07 2.39816e+08 1.60106e+08 2.20255e+08 4.07518e+07 5.43292e+07 1.50376e+08 9.81314e+06 5.3138e+07 1.72747e+08 4.42148e+08 1.8491e+07 5.29797e+07 5.58057e+07 1.23671e+08 1.40535e+08 3.18942e+08 4.46256e+08 1.02851e+08 6.7765e+08 1.02321e+09 5.74276e+07 1.02902e+08
threshold=1.0000000180025095e-35 0 21.500000000000004 1.0000000180025095e-35 1 2.5000000000000004 2 3 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 4 12.500000000000002 5 6 14.500000000000002 7 16.500000000000004 17.500000000000004 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 8 13.500000000000002
decision_type=2 9 2 2 9 2 1 9 2 2 2 2 2 2 2 2 2 1 2 9 1 2 9 2 2 2 2 2 9 2
left_child=-1 -2 3 14 5 6 -5 8 9 10 -8 -9 -13 -14 -3 18 17 -17 -16 20 21 25 23 -23 -25 26 -20 -28 29 -27
right_child=1 2 -4 4 -6 -7 7 11 -10 -11 -12 12 13 -15 15 16 -18 -19 19 -21 -22 22 -24 24 -26 28 27 -29 -30 -31
leaf_value=-1.6454678737889492 -2.0304713259125093 -0.081013337385895764 -3.8322719503170783 -0.099376075702477557 0.48361319771129035 1.5283963515874486 -9.7336944580078129 -3.8778479452208274 -4.1710780296685561 -7.2734294105978581 264.09899429513627 -0.92533361333361752 160.05602334280997 -3.3161497484736082 0.10719444235142157 -4.076478115542904 -3.754278691699755 366.08209120178225 -2.6441823702728069 -2.0403621873838587 -0.35977622659197595 1.488462309660735 -0.69194572601977455 518.03705210966223 -26.510067833794491 0.88254569151315343 238.42588014251453 -3.7404352005668309 -1.1883762287652959 47.023828256625336
leaf_weight=57739 27441 391488 5913 543 37030 9529 39 381 212 51 119 169 107 119 109039 91 353 50 1349 14571 9218 135 7695 34 27 996 353 345 1938 939
leaf_count=57739 27441 391488 5913 543 37030 9529 39 381 212 51 119 169 107 119 109039 91 353 50 1349 14571 9218 135 7695 34 27 996 353 345 1938 939
internal_value=0 0.155128 0.256325 0.29752 1.60073 5.26648 25.7681 37.5025 69.1252 146.781 196.507 19.2081 41.962 74.0326 0.180659 0.876912 33.6192 127.185 0.766609 2.67889 5.66331 9.68745 1.49119 83.0021 277.008 20.6126 38.743 118.73 11.0301 23.1539
internal_weight=0 620274 592833 586920 48299 11269 1740 1197 421 209 158 776 395 226 538621 147133 494 141 146639 37600 23029 13811 7891 196 61 5920 2047 698 3873 1935
internal_count=678013 620274 592833 586920 48299 11269 1740 1197 421 209 158 776 395 226 538621 147133 494 141 146639 37600 23029 13811 7891 196 61 5920 2047 698 3873 1935
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=294920 200704 2 4096 2 1179920 2 256 1179648
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=10
split_feature=3 13 13 13 12 12 11 13 12 14 12 14 11 11 11 12 10 0 12 12 13 13 12 12 14 11 11 14 11 11
split_gain=1.47606e+07 1.50372e+07 1.11679e+07 1.02734e+07 1.67326e+07 2.99126e+07 1.84374e+07 1.20232e+08 1.38716e+08 1.40074e+08 4.53791e+07 4.48342e+07 3.84399e+07 1.83272e+07 1.34108e+07 9.68282e+06 9.58694e+06 9.85476e+06 1.84344e+07 3.51039e+07 4.21157e+07 2.58894e+07 4.09384e+07 4.53172e+08 6.07701e+08 2.02941e+07 3.18144e+07 6.7214e+07 3.06717e+07 1.48024e+07
threshold=1.0000000180025095e-35 0 1 2 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3 1.5000000000000002 4 1.5000000000000002 5 2.5000000000000004 3.5000000000000004 1.5000000000000002 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 12.500000000000002 6 7 7.5000000000000009 6.5000000000000009 8 2.5000000000000004 1.5000000000000002 9 1.0000000180025095e-35 2.5000000000000004
decision_type=2 9 9 9 2 2 2 9 2 1 2 1 2 2 2 2 2 2 2 2 9 9 2 2 1 2 2 1 2 2
left_child=2 -2 16 4 5 -3 7 8 9 -7 -8 12 14 -14 -12 -4 17 29 19 21 25 22 23 -19 -25 26 28 -28 -21 -1
right_child=1 3 15 -5 -6 6 10 -9 -10 -11 11 -13 13 -15 -16 -17 -18 18 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.28045707703296691 -2.2986252648254779 -4.8733642557689123 -0.32425967379846687 -0.40717116263737757 -3.4023254767553279 -14.288505554199219 -5.9648752836506223 -5.0494943291080157 -5.2498597529896527 191.24640266857452 69.440432461825296 2.7465721986474771 99.389285912451811 -2.3638537216186526 -4.9745999514401618 -3.2680376240155029 -1.4880914771136424 -0.03420016268699165 -2.2547531288550058 19.607035349417426 0.34897019113765904 -0.15298751083355652 -8.3906820414400212 -14.565551717657792 558.78154947492817 0.12838873021742878 55.541116881370549 3.0802105350876756 -9.0706050149942659 1.7721339528762148
leaf_weight=152492 48518 1120 65117 112320 1874 45 862 444 114 126 33 303 154 20 91 13488 23727 523 30989 1242 4317 99362 407 38 36 714 576 424 533 118004
leaf_count=152492 48518 1120 65117 112320 1874 45 862 444 114 126 33 303 154 20 91 13488 23727 523 30989 1242 4317 99362 407 38 36 714 576 424 533 118004
internal_value=0 -0.817763 0.267302 -0.206104 4.14107 8.42178 15.2149 28.2073 77.4765 137.158 8.74095 29.8332 57.3742 87.6935 14.8294 -0.829283 0.466203 0.579406 -0.104403 0.511627 6.97113 0.00923695 15.9071 32.7383 264.36 15.1205 19.0324 33.2977 10.9957 0.931202
internal_weight=0 166024 511989 117506 5186 3312 2192 729 285 171 1463 601 298 174 124 78605 433384 409657 139161 108172 7806 100366 1004 597 74 3489 2775 1000 1775 270496
internal_count=678013 166024 511989 117506 5186 3312 2192 729 285 171 1463 601 298 174 124 78605 433384 409657 139161 108172 7806 100366 1004 597 74 3489 2775 1000 1775 270496
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=426948 1194453 2097154 2 2 2 8208 4 2 2
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=10
split_feature=12 13 2 13 11 12 12 14 13 12 12 11 13 12 12 13 11 12 14 7 13 12 14 13 12 11 11 12 11 11
split_gain=1.28358e+07 9.74538e+06 8.90989e+06 2.86535e+07 6.78911e+07 5.8433e+07 5.91819e+08 6.19645e+08 4.73892e+07 6.25078e+07 4.46888e+08 1.47642e+07 3.14383e+07 5.57848e+07 2.06502e+08 1.327e+07 2.23045e+07 5.799e+07 9.3684e+07 8.42853e+06 1.40101e+07 7.0281e+07 4.28076e+07 5.40584e+07 1.94262e+08 1.29897e+08 1.78406e+08 3.30025e+07 4.38112e+07 1.21814e+08
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 3.5000000000000004 6.5000000000000009 7.5000000000000009 2 3 12.500000000000002 11.500000000000002 3.5000000000000004 4 7.5000000000000009 5.5000000000000009 5 2.5000000000000004 8.5000000000000018 6 1.0000000180025095e-35 7 2.5000000000000004 8 9 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 3.5000000000000004
decision_type=2 9 2 9 2 2 2 1 9 2 2 2 9 2 2 9 2 2 1 2 9 2 1 9 2 2 2 2 2 2
left_child=-1 -2 19 4 15 -6 7 -7 9 10 -8 -5 13 14 -13 16 -4 18 -18 -3 21 22 -21 24 25 26 -24 -25 -29 -30
right_child=1 2 3 11 5 6 8 -9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 20 -22 -23 23 27 -26 -27 -28 28 29 -31
leaf_value=-1.4246670996235493 -0.7819233517149391 0.12289314986753359 2.1351672338919476 1.4239779702587345 3.1469766682354066 -52.526074958570078 -3.7132695241017388 495.59242725719105 -6.0792983553626323 -1.291809614380794 410.65126173356003 -7.5070048592307348 -2.4969854722842286 -6.7570867357374755 -331.60400157655994 -2.5944578522772015 277.72127632101382 -5.0504525859634599 14.556604200793851 -0.19356405915037267 0.50127542427170779 1.2581074341165412 -8.788370513916016 -3.5963168586958738 -3.8221219791556305 -6.7232996248731425 237.66105205632059 -0.85726832102036343 143.87908481526597 -3.161748203309644
leaf_weight=57739 97801 468743 321 5478 553 33 111 55 430 134 34 66 1026 158 28 2219 24 77 31 543 31573 9639 39 381 212 51 119 169 107 119
leaf_count=57739 97801 468743 321 5478 553 33 111 55 430 134 34 66 1026 158 28 2219 24 77 31 543 31573 9639 39 381 212 51 119 169 107 119
internal_value=0 0.134182 0.305676 3.15107 9.82056 28.1233 45.4532 290.048 15.0945 46.2867 93.4481 -0.83274 -10.5124 -41.4046 -104.047 0.610038 16.0109 50.9673 129.392 0.245749 1.58649 4.59314 23.0945 33.6587 62.1479 132.038 176.829 17.1803 37.6555 66.4549
internal_weight=0 620274 522473 10778 4022 1350 797 88 709 279 145 6756 1278 252 94 2672 453 132 55 511695 42952 11379 1740 1197 421 209 158 776 395 226
internal_count=678013 620274 522473 10778 4022 1350 797 88 709 279 145 6756 1278 252 94 2672 453 132 55 511695 42952 11379 1740 1197 421 209 158 776 395 226
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=820104 1196064 2 1048576 16 16384 2 200704 2 4096
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=11
split_feature=3 13 12 11 13 2 14 11 12 12 12 1 13 14 13 6 14 12 8 12 12 14 11 12 14 12 13 12 12 14
split_gain=1.0728e+07 1.18783e+07 9.82744e+06 1.03213e+07 1.80432e+07 1.92738e+07 5.71115e+07 1.47818e+08 2.59887e+08 2.71796e+09 1.88032e+07 1.01011e+08 2.92975e+08 1.30724e+09 7.88895e+07 2.06877e+08 3.20997e+08 1.67469e+07 1.60413e+07 7.83918e+07 1.84179e+08 2.93088e+08 2.98375e+08 1.84394e+07 1.97913e+08 5.97552e+08 1.586e+07 1.65074e+07 1.3675e+08 9.28257e+07
threshold=1.0000000180025095e-35 0 18.500000000000004 2.5000000000000004 1 1.0000000180025095e-35 2 3.5000000000000004 6.5000000000000009 7.5000000000000009 16.500000000000004 1.0000000180025095e-35 3 4 5 1.0000000180025095e-35 6 8.5000000000000018 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 7 3.5000000000000004 13.500000000000002 8 14.500000000000002 9 12.500000000000002 13.500000000000002 10
decision_type=2 9 2 2 9 2 1 2 2 2 2 2 9 1 9 2 1 2 2 2 2 1 2 2 1 2 9 2 2 1
left_child=2 -2 3 26 5 18 -7 -8 -9 -10 17 14 13 -13 15 -12 -17 -6 -5 20 -20 22 -22 -21 -25 -26 27 -1 29 -29
right_child=1 -3 -4 4 10 6 7 8 9 -11 11 12 -14 -15 -16 16 -18 -19 19 23 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.080431568055005856 -1.8749413686278953 -0.089727423549857382 -2.1470127589935197 1.6731871799485665 1.0232766953821155 -4.8274622800303444 -7.4275216805880477 2.9285108483355979 1089.7483354073984 -4.8106604347766293 -7.0258032776588628 705.19473432268421 -17.382734846543638 -3.0834690841974002 0.1523380747387274 394.14500857622198 -54.402218797471789 -1.0633410169280626 1.2968086342189624 -2.1767620708129436 385.74267951836021 -4.092861458424772 13.816121449190028 -7.7518641536609056 541.91103321955757 -136.06770653357873 -1.1570358192317001 20.168649389773179 -1.0476543537793628 1.7807745623970448
leaf_weight=145414 56489 109535 16852 44924 88917 867 438 207 27 142 129 35 217 102 5214 39 27 67786 345 2003 59 89 34 313 26 26 92939 6006 33755 5057
leaf_count=145414 56489 109535 16852 44924 88917 867 438 207 27 142 129 35 217 102 5214 39 27 67786 345 2003 59 89 34 313 26 26 92939 6006 33755 5057
internal_value=0 -0.697258 0.227786 0.308612 0.836322 2.5076 13.0325 32.0553 78.0487 170.06 0.326945 5.93679 57.6876 165.764 2.54988 63.3974 210.648 0.120655 2.13814 9.35311 44.2347 125.628 249.77 1.59018 22.2619 202.922 -0.0864018 0.436701 2.11466 11.7634
internal_weight=0 166024 511989 495137 211966 49500 1681 814 376 169 162466 5763 354 137 5409 195 66 156703 47819 2895 527 182 93 2368 365 52 283171 190232 44818 11063
internal_count=678013 166024 511989 495137 211966 49500 1681 814 376 169 162466 5763 354 137 5409 195 66 156703 47819 2895 527 182 93 2368 365 52 283171 190232 44818 11063
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=429004 655428 2 1048592 2 256 2 2 2 80081 2
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=9
split_feature=12 13 12 14 1 11 11 6 12 12 11 13 13 2 12 12 11 14 13 12 12 11 12 14 12 1 14 14 12 12
split_gain=9.81828e+06 7.5963e+06 6.92918e+06 1.04963e+07 1.42573e+07 4.05636e+07 1.29923e+07 4.10236e+07 7.98389e+07 4.08489e+08 7.01112e+06 1.65872e+07 1.3193e+07 3.06762e+07 3.90822e+07 9.52078e+07 2.54156e+08 3.5235e+08 2.66328e+07 4.52617e+07 1.65043e+08 1.89533e+08 3.93449e+07 7.10179e+07 2.31609e+07 6.58859e+08 1.09545e+09 1.86747e+07 1.05155e+07 1.09069e+08
threshold=1.0000000180025095e-35 0 18.500000000000004 1 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 21.500000000000004 2.5000000000000004 2 3 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 3.5000000000000004 4 5 12.500000000000002 11.500000000000002 3.5000000000000004 8.5000000000000018 6 17.500000000000004 1.0000000180025095e-35 7 8 12.500000000000002 13.500000000000002
decision_type=2 9 2 1 2 2 2 2 2 2 2 9 9 2 2 2 2 1 9 2 2 2 2 1 2 2 1 1 2 2
left_child=-1 -2 10 4 -4 -6 7 -5 -9 -10 11 -3 13 24 -15 16 27 -18 19 20 22 -22 23 -17 -12 -26 -27 -16 -13 -30
right_child=1 2 3 6 5 -7 -8 8 9 -11 12 28 -14 14 15 18 17 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-1.2461416490783372 -1.5090603606969533 -1.0409460118071996 -2.9211347345034504 -1.968763931952684 -2.5487108999852977 -93.627536363744028 -0.98197049134223602 -2.7242046991984052 329.67662542724611 -3.9375968601392666 1.0251093977342454 0.085189556862913907 -0.0083831564910103445 -2.7129351112946605 15.005126152038574 191.17966449961943 -43.604375239780978 359.49254546583745 1.4147011232663351 -4.1004931666143234 -9.6321415100097667 348.78277028401698 -0.43287129878997804 1.4488165835116773 -4.0302984612271615 745.61401031017306 -9.7300067186355594 -79.40327683362095 10.331739392831814 -0.97987513883094624
leaf_weight=57739 27441 112388 11522 838 181 67 3555 234 50 138 112659 158461 142841 1077 40 34 35 57 820 240 25 36 220 47 1194 32 48 44 11306 34644
leaf_count=57739 27441 112388 11522 838 181 67 3555 234 50 138 112659 158461 142841 1077 40 34 35 57 820 240 25 36 220 47 1194 32 48 44 11306 34644
internal_value=0 0.117217 0.192517 -1.8227 -3.43175 -27.1547 2.11054 10.8358 36.263 84.7896 0.25052 -0.0651428 0.635958 1.42513 12.0105 21.9336 91.3147 206.14 13.3463 29.0919 51.9015 201.891 21.5049 81.0889 1.17673 14.5843 292.408 -34.4469 0.471395 1.80335
internal_weight=0 620274 592833 16585 11770 248 4815 1260 422 188 576248 316799 259449 116608 2675 1598 176 92 1422 602 362 61 301 81 113933 1274 80 84 204411 45950
internal_count=678013 620274 592833 16585 11770 248 4815 1260 422 188 576248 316799 259449 116608 2675 1598 176 92 1422 602 362 61 301 81 113933 1274 80 84 204411 45950
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=294920 2 3818308 3817540 2 1064960 2 2 2
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=9
split_feature=12 13 10 12 13 1 11 12 14 12 12 6 11 7 13 12 13 14 11 11 11 12 11 12 11 12 13 14 13 12
split_gain=7.95278e+06 6.15344e+06 6.34203e+06 5.60936e+06 1.52891e+07 5.61576e+07 4.8329e+08 1.55001e+09 7.86252e+06 1.68712e+07 6.36308e+07 1.95607e+08 4.96905e+08 6.02047e+06 1.47407e+07 3.18951e+07 1.51247e+08 1.03385e+08 1.05257e+08 1.60283e+08 8.14019e+06 1.82988e+08 7.20736e+06 4.04646e+07 6.27528e+07 8.25456e+07 2.98221e+08 3.54728e+08 2.84257e+07 8.24355e+07
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 17.500000000000004 1 1.0000000180025095e-35 3.5000000000000004 19.500000000000004 2 20.500000000000004 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 1.5000000000000002 4 5 2.5000000000000004 1.5000000000000002 4.5000000000000009 14.500000000000002 2.5000000000000004 4.5000000000000009 3.5000000000000004 3.5000000000000004 6 7 8 2.5000000000000004
decision_type=2 9 2 2 9 2 2 2 1 2 2 2 2 2 9 2 9 1 2 2 2 2 2 2 2 2 9 1 9 2
left_child=-1 -2 3 13 5 8 -7 -8 -5 -10 11 -11 -13 -3 15 16 -15 -18 19 -19 -16 -22 -17 24 25 28 27 -27 29 -24
right_child=1 2 -4 4 -6 6 7 -9 9 10 -12 12 -14 14 20 22 17 18 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.1215274755059379 -1.3582091317828733 0.20756580524890889 -1.3413081679758465 -1.9313660051072175 -3.8071119085171938 -3.1961182201609892 878.06280321191866 -39.17326310256432 -0.81995513039288148 -5.0397104428682722 -2.3017052506348072 485.20972123579554 -3.9839763436998639 2.6088716805480821 -1.0008805612845655 0.65471359633905346 -9.0155144585503475 -7.7784038632415067 -4.0468200719581464 216.99186485227474 -3.0629059347722087 169.17536165100157 85.898787249396833 0.32674573757404524 -3.0095984754019032 -4.3111100313956277 1.4446155725841454 316.63507554503695 -2.0923037979239427 -9.0356904174342301
leaf_weight=57739 27441 495752 26415 8479 11833 578 27 58 2045 173 589 33 56 1541 20132 14706 90 43 53 121 943 66 170 6773 1018 57 269 87 528 198
leaf_count=57739 27441 495752 26415 8479 11833 578 27 58 2045 173 589 33 56 1541 20132 14706 90 43 53 121 943 66 170 6773 1018 57 269 87 528 198
internal_value=0 0.105494 0.173265 0.243901 -1.25638 1.25304 29.5449 252.184 -0.394867 4.10374 15.9357 56.9349 177.402 0.30991 1.39416 3.00468 15.6613 78.5352 118.466 158.058 -0.56132 8.20342 2.02344 4.23537 15.6119 30.0937 67.0813 177.283 13.0447 33.8987
internal_weight=0 620274 592833 566418 23871 12038 663 85 11375 2896 851 262 89 542547 46795 25654 1848 307 217 164 21141 1009 23806 9100 2327 1309 413 144 896 368
internal_count=678013 620274 592833 566418 23871 12038 663 85 11375 2896 851 262 89 542547 46795 25654 1848 307 217 164 21141 1009 23806 9100 2327 1309 413 144 896 368
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=294920 1114640 2 202768 133136 2 16 2 131072
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=10
split_feature=3 13 12 12 12 12 13 11 13 12 14 12 13 11 14 13 10 13 12 12 12 13 14 6 11 11 0 11 11 11
split_gain=7.07981e+06 1.06466e+07 5.37762e+07 2.19755e+08 9.00773e+06 1.7547e+07 1.77043e+07 1.50191e+07 9.7123e+07 1.1236e+08 1.1346e+08 3.67477e+07 4.20337e+07 5.50859e+07 4.01592e+07 6.86138e+06 6.54873e+06 6.31997e+06 1.3318e+07 1.29293e+07 2.84996e+07 9.06432e+07 1.23815e+08 1.64945e+08 4.3862e+08 1.99416e+09 3.09527e+07 3.85855e+07 5.00929e+07 2.54101e+07
threshold=1.0000000180025095e-35 0 10.500000000000002 12.500000000000002 2.5000000000000004 1.0000000180025095e-35 1 1.0000000180025095e-35 2 1.5000000000000002 3 1.5000000000000002 4 2.5000000000000004 5 6 1.0000000180025095e-35 7 12.500000000000002 12.500000000000002 13.500000000000002 8 9 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.5000000000000002
decision_type=2 9 2 2 2 2 9 2 9 2 1 2 9 2 1 9 2 9 2 2 2 9 1 2 2 2 2 2 2 2
left_child=16 2 4 -4 5 -2 7 8 9 10 -7 -9 13 -13 -15 -3 17 19 -19 -1 21 22 23 26 25 -25 -21 -28 -29 -23
right_child=1 15 3 -5 -6 6 -8 11 -10 -11 -12 12 -14 14 -16 -17 -18 18 -20 20 -22 29 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.17435343817870544 -4.1144579159924284 -1.7718411756748098 281.90915536063056 -3.4159812765606383 -2.6704914532455746 -12.892247009277344 -4.7375809480945845 -5.3872959216620151 -4.4774082906445747 -4.757466245952406 172.08914714994887 11.117171088685382 -6.5773503199280032 121.16815568908187 18.111842401677915 -0.31940786743090999 -1.2868345723113057 0.28089799006148114 -1.6749511041671008 -4.4936490890900513 0.69672657644705893 -15.995262731831623 -0.92024146312154886 -6.3326268267091423 -3.0752942743009783 309.68452959480936 1.3862611858246605 50.734359695662313 3.5930364044895513 -0.1073589213538738
leaf_weight=209885 1484 45633 35 118 2652 45 688 862 444 114 126 188 237 121 55 113222 28548 154659 44929 1113 58359 1213 3796 618 883 295 849 536 389 5917
leaf_count=209885 1484 45633 35 118 2652 45 688 862 444 114 126 188 237 121 55 113222 28548 154659 44929 1113 58359 1213 3796 618 883 295 849 536 389 5917
internal_value=0 -0.566565 3.20044 61.8545 1.92592 4.71915 9.27091 13.6272 25.4156 69.6974 123.41 7.84626 26.8268 47.4533 88.9631 -0.736722 0.184909 0.271818 -0.159373 0.57499 1.71188 5.50733 12.4869 23.3813 47.1759 95.7759 8.57874 16.7803 30.9095 -2.80637
internal_weight=0 166024 7169 153 7016 4364 2880 2192 729 285 171 1463 601 364 176 158855 511989 483441 199588 283853 73968 15609 8479 4683 1796 913 2887 1774 925 7130
internal_count=678013 166024 7169 153 7016 4364 2880 2192 729 285 171 1463 601 364 176 158855 511989 483441 199588 283853 73968 15609 8479 4683 1796 913 2887 1774 925 7130
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2097186 2097154 2 2 2097152 2 164804 1187924 16 2
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=11
split_feature=11 13 13 12 12 8 14 11 13 14 3 7 11 14 2 14 11 12 12 12 12 6 13 11 12 14 14 12 8 14
split_gain=6.8199e+06 1.35228e+07 1.0006e+07 1.88979e+07 3.45822e+07 2.1004e+08 2.57129e+08 2.12956e+08 6.39134e+07 3.31646e+07 3.08003e+07 2.95643e+07 3.08271e+07 2.75498e+07 1.88958e+07 5.50976e+07 1.22717e+08 2.22117e+08 1.99241e+09 1.16698e+07 4.56269e+07 5.50279e+07 3.45261e+07 6.44008e+07 1.55466e+08 2.19268e+08 6.21343e+07 1.18355e+08 2.14029e+07 2.4179e+08
threshold=2.5000000000000004 0 1 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 2 3.5000000000000004 3 4 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 5 1.0000000180025095e-35 6 3.5000000000000004 7.5000000000000009 6.5000000000000009 15.500000000000002 13.500000000000002 1.0000000180025095e-35 7 3.5000000000000004 14.500000000000002 8 9 14.500000000000002 1.0000000180025095e-35 10
decision_type=2 9 9 2 2 2 1 2 9 1 2 2 2 1 2 1 2 2 2 2 2 2 9 2 2 1 1 2 2 1
left_child=1 -1 3 -2 5 8 7 -7 9 10 -5 -10 13 -13 19 -16 -17 18 -18 20 -6 28 23 24 25 -23 -25 -28 -22 -30
right_child=2 -3 -4 4 14 6 -8 -9 11 -11 -12 12 -14 -15 15 16 17 -19 -20 -21 21 22 -24 26 -26 -27 27 -29 29 -31
leaf_value=-1.0310867433479181 -2.0151716027553963 0.20228785090923879 0.049313836766896789 -5.6929510182347798 0.39483235761825125 347.02263142213985 -3.7804275512695313 16.073701424434269 1.7022320235717421 7.7760940272633619 109.05133742655606 4.3152707154723426 -1.4974060514079992 72.97668035753658 -4.7542071126186318 -7.8960575352274249 -10.569920911287007 -4.5070624771651691 944.78578197337958 -3.9706102632902978 1.0751400031238774 182.02786429778874 -3.5902106578776376 -10.518919761397623 1.2765175931088559 -8.7595584582257029 -9.9347028443307597 130.16868390607405 -11.874035062658074 247.68848999378292
leaf_weight=147432 12809 223864 240264 29 37663 59 88 29 5012 82 121 87 201 178 762 307 114 143 27 4242 2834 171 292 385 222 93 132 111 217 43
leaf_count=147432 12809 223864 240264 29 37663 59 88 29 5012 82 121 87 201 178 762 307 114 143 27 4242 2834 171 292 385 222 93 132 111 217 43
internal_value=0 -0.287475 0.349729 1.43567 2.25992 9.49226 117.09 237.96 6.17577 56.4783 86.8674 3.93511 28.035 50.435 1.36856 13.0177 35.9317 83.3089 172.371 1.02892 1.53192 11.0488 27.4529 35.3052 62.9537 114.819 14.4706 54.0631 3.59434 31.0536
internal_weight=0 371296 306717 66453 53644 5886 176 88 5710 232 150 5478 466 265 47758 1353 591 284 141 46405 42163 4500 1406 1114 486 264 628 243 3094 260
internal_count=678013 371296 306717 66453 53644 5886 176 88 5710 232 150 5478 466 265 47758 1353 591 284 141 46405 42163 4500 1406 1114 486 264 628 243 3094 260
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=4112653 2752516 2 2097152 2 2 2 131072 2 2 2
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=11
split_feature=11 13 12 12 14 6 11 11 13 0 11 0 11 13 13 11 13 13 12 12 8 14 11 13 3 14 7 11 14 2
split_gain=5.52394e+06 1.11483e+07 8.71968e+06 7.96367e+07 6.77361e+07 1.15924e+08 2.32436e+08 9.6581e+08 7.63613e+08 2.68149e+07 3.63844e+07 1.30203e+07 3.52695e+07 4.91547e+07 1.22143e+07 8.73627e+06 8.57981e+06 8.10415e+06 1.53068e+07 2.80122e+07 1.70132e+08 2.08274e+08 1.72494e+08 5.17699e+07 2.71739e+07 2.5813e+07 2.39471e+07 2.497e+07 2.23154e+07 1.53058e+07
threshold=2.5000000000000004 0 12.500000000000002 13.500000000000002 1 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3 4 1.0000000180025095e-35 5 6 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 7 3.5000000000000004 8 1.0000000180025095e-35 9 1.0000000180025095e-35 3.5000000000000004 10 1.0000000180025095e-35
decision_type=2 9 2 2 1 2 2 2 9 2 2 2 2 9 9 2 9 9 2 2 2 1 2 9 2 1 2 2 1 2
left_child=1 2 -1 4 5 11 7 -7 -9 -6 14 -4 15 -14 -11 -13 -12 18 -2 20 23 22 -22 24 -20 -26 -25 28 -28 -21
right_child=17 -3 3 -5 9 6 -8 8 -10 10 16 12 13 -15 -16 -17 -18 -19 19 29 21 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.14486102861978264 -1.8136543562619059 -0.86739787538196023 -0.68229558215356145 -0.65558018905603987 -5.0792139500762241 -5.5345097442208635 -4.3506346244877632 269.55825083247953 -3.2001362153853492 32.257002996206289 15.759901050220837 6.2265743440900536 44.804785133892807 -2.2152760865736982 -5.180493800951087 -11.857459527474864 -6.4576754644602792 0.044382660236679056 -7.6513910429818299 0.9259490102436404 312.32041460457498 -3.402384740656073 14.466330376986802 1.5320089003607835 98.146208026980574 15.523047124689278 3.8837438649144667 -1.3476653749076881 65.67900956186017 11.715920214223933
leaf_weight=153215 12809 166202 1709 41064 3193 766 872 295 164 630 210 700 536 382 105 432 821 240264 56 46405 59 88 29 5012 121 55 87 201 178 1353
leaf_count=153215 12809 166202 1709 41064 3193 766 872 295 164 630 210 700 536 382 105 432 821 240264 56 46405 59 88 29 5012 121 55 87 201 178 1353
internal_value=0 -0.25873 0.234547 1.3551 8.98956 16.2723 35.1098 63.1992 177.905 0.389523 10.2772 5.76354 11.1372 25.7026 27.2772 -0.674753 -1.84205 0.314745 1.29205 2.03386 8.54303 105.381 214.164 5.55819 50.8305 72.3265 3.5416 25.2315 45.3915 1.23163
internal_weight=0 371296 205094 51879 10815 5856 2097 1225 459 4959 1766 3759 2050 918 735 1132 1031 306717 66453 53644 5886 176 88 5710 232 176 5478 466 265 47758
internal_count=678013 371296 205094 51879 10815 5856 2097 1225 459 4959 1766 3759 2050 918 735 1132 1031 306717 66453 53644 5886 176 88 5710 232 176 5478 466 265 47758
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=79922 2 16 16 2064 12288 2752516 2 2097152 2 2
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=10
split_feature=12 11 8 13 11 14 13 6 14 11 5 12 7 13 12 13 14 11 11 11 12 12 6 12 11 14 12 13 12 13
split_gain=4.7752e+06 4.4551e+06 8.35413e+06 3.34877e+07 3.78158e+07 2.08916e+07 5.6781e+06 1.67214e+07 2.48695e+07 4.12529e+07 5.5519e+06 4.22703e+06 4.10164e+06 1.21688e+07 2.65346e+07 1.1852e+08 7.97988e+07 8.5304e+07 1.16705e+08 6.67703e+06 1.1456e+08 8.57152e+07 4.67337e+06 2.75003e+07 8.92665e+07 2.33179e+08 9.51896e+06 9.63367e+06 8.44084e+06 3.01367e+07
threshold=1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 0 3.5000000000000004 1 2 1.0000000180025095e-35 3 3.5000000000000004 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 4 1.5000000000000002 5 6 2.5000000000000004 1.5000000000000002 4.5000000000000009 14.500000000000002 15.500000000000002 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 7 13.500000000000002 8 12.500000000000002 9
decision_type=2 2 2 9 2 1 9 2 1 2 2 2 2 9 2 9 1 2 2 2 2 2 2 2 2 1 2 9 2 9
left_child=1 -1 6 4 5 -4 7 -3 -9 -10 -8 12 22 14 15 16 -14 18 -18 -15 -21 -22 26 28 25 -25 27 -2 -24 -30
right_child=11 2 3 -5 -6 -7 10 8 9 -11 -12 -13 13 19 -16 -17 17 -19 -20 20 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-1.786006829324283 1.1761483629730642 0.37106711954414606 35.286587982177736 -2.4475854738023548 -1.4284661806546726 140.84308570861819 -0.73311781872244253 -3.523544718688016 19.62139501513148 117.20655529216185 23.74161189499722 -2.5332152229330283 -8.2547422700769761 -1.1256984111157002 1.5429866377131503 2.841932543513201 -7.1660011291503913 -5.7852366026710058 192.16144917832705 -2.7814231441736474 200.26041205911076 -8.5287032365798954 -0.0084985128017454389 -2.9384401629048011 -2.662373527991805 264.84655332946778 -1.3447567383345567 -0.19177559040304612 4.0002212458882331 -1.697153194588924
leaf_weight=27619 62456 1723 30 440 65 50 27304 193 163 59 93 6119 85 21455 25563 1602 39 51 119 943 51 32 112995 93 361 50 56868 292817 23029 15546
leaf_count=27619 62456 1723 30 440 65 50 27304 193 163 59 93 6119 85 21455 25563 1602 39 51 119 943 51 32 112995 93 361 50 56868 292817 23029 15546
internal_value=0 -0.868694 -0.0275502 11.806 51.6639 101.259 -0.261937 4.68938 22.7312 45.5562 -0.6498 0.0821039 0.108161 0.976797 2.38871 13.8039 71.0232 106.664 142.96 -0.748494 7.13205 119.763 0.031276 0.505069 23.8253 90.6927 -0.143547 0.0487293 0.427525 1.70474
internal_weight=0 57739 30120 585 145 80 29535 2138 415 222 27397 620274 614155 49940 27459 1896 294 209 158 22481 1026 83 564215 152074 504 143 412141 355273 151570 38575
internal_count=678013 57739 30120 585 145 80 29535 2138 415 222 27397 620274 614155 49940 27459 1896 294 209 158 22481 1026 83 564215 152074 504 143 412141 355273 151570 38575
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1048704 2 331792 2 203024 4096 2 2 2646054 1179920
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=10
split_feature=11 13 12 12 12 14 13 11 11 6 0 10 0 11 13 11 4 13 12 13 3 12 12 14 0 12 6 14 13 13
split_gain=4.53933e+06 8.69825e+06 8.26315e+06 1.50245e+07 4.54629e+07 4.88626e+07 8.88057e+07 1.4801e+08 3.46831e+08 1.18784e+09 7.38827e+07 2.13528e+07 2.04537e+07 2.82508e+07 1.23583e+07 9.96271e+06 2.37338e+07 8.64656e+07 1.99437e+08 1.51112e+07 1.572e+07 6.8603e+07 9.75615e+07 1.92087e+08 1.47796e+07 2.14926e+07 2.10053e+07 3.66727e+07 3.42472e+07 2.09673e+07
threshold=2.5000000000000004 0 8.5000000000000018 13.500000000000002 12.500000000000002 1 2 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 1.5000000000000002 1.0000000180025095e-35 4 10.500000000000002 5 1.0000000180025095e-35 10.500000000000002 11.500000000000002 6 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 7 8 9
decision_type=2 9 2 2 2 1 9 2 2 2 2 2 2 2 9 2 2 9 2 9 2 2 2 1 2 2 2 1 9 9
left_child=1 -1 -3 4 15 6 7 -6 9 11 -10 -9 -7 14 -14 -4 19 18 -18 -17 24 -22 23 -23 25 -21 -27 28 -28 -26
right_child=-2 2 3 -5 5 12 -8 8 10 -11 -12 -13 13 -15 -16 16 17 -19 -20 20 21 22 -24 -25 29 26 27 -29 -30 -31
leaf_value=-0.83383381085489683 0.2857139762770351 -0.40567881029281105 -0.71051415280155794 -0.61905620383697124 -0.44415065047137425 -4.3609012690784352 -1.8569106322425908 -11.094590648015341 -5.1414811979077939 251.33997980667374 41.179389429804104 71.212864774816168 29.100582550764088 -1.726869459510409 -4.5111475487277941 -2.8070057737983021 -3.8242734721449558 -1.7519070484020092 281.37378495379193 -2.3456215358761514 -2.2337671076345162 -15.354662427594585 -6.2304107484363378 324.2348289171855 34.510732939749055 -1.677581902761168 46.21667819074657 -0.25592429332244093 -5.69094062888104 5.5229320926716134
leaf_weight=146452 306717 120886 28393 43074 1596 3315 2350 432 963 295 536 34 630 1065 136 5502 61 314 41 7157 342 31 63 36 254 1079 499 624 174 4962
leaf_count=146452 306717 120886 28393 43074 1596 3315 2350 432 963 295 536 34 630 1065 136 5502 61 314 41 7157 342 31 63 36 254 1079 499 624 174 4962
internal_value=0 -0.234145 0.156491 0.810217 1.82139 7.52939 13.5036 22.8106 39.3339 94.3149 11.4216 -5.08933 0.324571 8.80755 23.454 0.513207 2.15686 25.8063 100.92 1.68211 3.30448 21.2712 83.1073 167.111 2.73175 0.390196 8.63104 17.207 33.3984 7.01128
internal_weight=0 371296 224844 103958 60884 11352 6206 3856 2260 761 1499 466 5146 1831 766 49532 21139 416 102 20723 15221 472 130 67 14749 9533 2376 1297 673 5216
internal_count=678013 371296 224844 103958 60884 11352 6206 3856 2260 761 1499 466 5146 1831 766 49532 21139 416 102 20723 15221 472 130 67 14749 9533 2376 1297 673 5216
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=4112780 2 16 2064 4096 12802 2 2 16 1
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=12
split_feature=3 13 12 13 12 14 13 12 12 11 13 12 14 12 13 11 14 11 12 13 14 12 11 11 14 10 12 14 1 11
split_gain=3.99363e+06 7.04863e+06 4.7527e+06 1.13119e+07 6.08265e+07 2.9732e+08 9.42119e+06 8.65965e+06 1.18992e+07 1.51654e+07 7.81348e+07 9.10114e+07 9.19027e+07 2.12441e+07 2.51556e+07 2.72846e+07 2.09086e+07 7.58335e+06 6.51585e+06 5.48026e+06 2.57575e+07 6.82736e+07 4.57049e+07 5.42854e+06 1.99495e+07 4.53091e+06 4.38427e+06 6.04981e+06 1.11419e+07 2.91457e+07
threshold=1.0000000180025095e-35 0 4.5000000000000009 1 10.500000000000002 2 3 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 4 1.5000000000000002 5 1.5000000000000002 6 2.5000000000000004 7 2.5000000000000004 13.500000000000002 8 9 5.5000000000000009 3.5000000000000004 1.5000000000000002 10 1.0000000180025095e-35 18.500000000000004 11 1.0000000180025095e-35 3.5000000000000004
decision_type=2 9 2 9 2 1 9 2 2 2 9 2 1 2 9 2 1 2 2 9 1 2 2 2 1 2 2 1 2 2
left_child=25 -2 6 4 -4 18 7 -3 9 10 11 12 -9 -11 15 23 -17 -5 -6 20 -19 22 -22 24 -15 26 -1 28 -28 -30
right_child=1 2 3 17 5 -7 -8 8 -10 13 -12 -13 -14 14 -16 16 -18 19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.26797581757319938 -1.2532579211190744 -3.2687540268898014 0.10823982082674857 -1.2565719006259519 -67.869630146026608 350.00026301066083 -0.44103292520003301 -11.685811614990236 -1.6972051015454672 -4.7863223702061211 -3.8873407624366529 -4.3645093248601547 154.79745619032121 116.3269467163086 -6.0610342512246573 88.185397666742006 13.82455721768466 -1.4313217163085938 -3.828337016004197 2.3289038838654323 174.03184507720326 6.3846979973532942 13.873404257638114 -0.90694141965923891 -8.2372572157118054 -1.0849106989860435 -2.1362257457272906 1.6101952990406116 -1.8504267412631668 -72.901547170568392
leaf_weight=467051 63471 1120 446 6925 24 30 82559 45 1075 862 444 114 126 20 237 121 55 583 47 7255 49 220 28 132 36 28548 11355 4753 201 81
leaf_count=467051 63471 1120 446 6925 24 30 82559 45 1075 862 444 114 126 20 237 121 55 583 47 7255 49 220 28 132 36 28548 11355 4753 201 81
internal_value=0 -0.425128 0.0875232 1.69433 15.6903 86.0515 -0.200892 4.3095 6.92069 11.1471 22.9303 62.6477 110.986 5.27558 19.7071 35.6713 64.9476 1.17478 -25.4761 3.24593 10.6586 34.7497 115.792 10.1611 36.25 0.139272 0.211562 -1.39601 -2.62386 -22.2587
internal_weight=0 166024 102553 15607 547 101 86946 4387 3267 2192 729 285 171 1463 601 364 176 15060 71 8135 880 297 77 188 56 511989 483441 16390 11637 282
internal_count=678013 166024 102553 15607 547 101 86946 4387 3267 2192 729 285 171 1463 601 364 176 15060 71 8135 880 297 77 188 56 511989 483441 16390 11637 282
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=437204 32 2 2097154 2 2 2097152 2 16392 2 2 2
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=6
split_feature=11 14 13 12 12 2 13 0 11 11 6 11 7 10 9 7 13 12 12 11 13 2 13 11 12 12 1 12 12 12
split_gain=3.61803e+06 7.28559e+06 2.21913e+07 1.82894e+07 5.28323e+07 2.6614e+08 1.91172e+08 1.46452e+08 1.33157e+08 7.51761e+07 3.93942e+07 6.17487e+07 5.4392e+07 6.01199e+07 8.36359e+07 1.52744e+07 3.52831e+07 8.87474e+07 3.9874e+08 1.58655e+08 1.34263e+07 1.95265e+07 2.41392e+07 4.19171e+07 4.71867e+07 6.82808e+08 1.66368e+07 4.36399e+08 1.23501e+09 2.20216e+07
threshold=2.5000000000000004 0 1 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 2 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 3.5000000000000004 4.5000000000000009 3.5000000000000004 4 1.0000000180025095e-35 5 3.5000000000000004 11.500000000000002 12.500000000000002 1.0000000180025095e-35 17.500000000000004 18.500000000000004 16.500000000000004
decision_type=2 1 9 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 9 2 2 2 2 2 2 2
left_child=-1 20 3 4 15 6 7 10 -9 -7 11 12 13 14 -6 -3 17 -17 19 -19 21 26 23 -23 -25 -26 -2 29 -29 -28
right_child=1 2 -4 -5 5 9 -8 8 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.20900692785907726 0.37099152596835405 1.5507355235516755 -0.38979889417531055 0.21006550613822059 273.8982263647992 89.703617448073175 1.2157022424910346 239.14285360336305 -14.236148725237166 249.35029792785645 -6.0122136644095434 0.29630529230291192 -0.23350933299345128 9.4504509925842282 52.182302517361109 -0.11359351648103207 2.8507416450182599 284.7350945483679 -4.0090795085804674 -10.589306640625001 -0.99688361308933426 -3.9018703235471381 0.98961502664076184 22.919743616778153 634.08930969238281 -0.66888431514705626 -1.8614666539020519 758.50115019699626 -61.782651641845703 -95.014000760591955
leaf_weight=371296 79621 27543 70828 26180 46 65 3114 80 28 54 121 88 34 24 27 545 2915 87 261 23 92294 271 905 266 20 111 1061 29 50 26
leaf_count=371296 79621 27543 70828 26180 46 65 3114 80 28 54 121 88 34 24 27 545 2915 87 261 23 92294 271 905 266 20 111 1061 29 50 26
internal_value=0 0.255108 0.815591 2.20952 3.70339 15.0372 10.1225 70.4335 173.452 162.148 39.7815 65.083 108.604 146.753 191.894 2.37364 8.28988 25.2917 63.2939 222.985 -0.168695 0.759415 11.7942 26.0277 47.1138 96.2408 0.544651 12.4031 239.334 -4.08959
internal_weight=0 306717 132063 61235 35055 3681 3562 448 108 119 340 219 131 97 73 31374 3831 916 371 110 174654 82360 1573 668 397 131 80787 1166 79 1087
internal_count=678013 306717 132063 61235 35055 3681 3562 448 108 119 340 219 131 97 73 31374 3831 916 371 110 174654 82360 1573 668 397 131 80787 1166 79 1087
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 2521620 4100 16 3670369 1048608
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=12
split_feature=12 13 11 12 14 13 0 3 11 6 13 11 12 14 13 14 7 13 12 14 11 11 13 8 12 11 14 5 13 11
split_gain=3.40764e+06 9.81464e+06 6.1212e+07 7.14359e+07 6.16074e+07 7.90018e+06 6.94684e+06 1.14122e+07 1.21196e+07 2.47359e+07 3.95331e+07 2.69903e+07 1.69597e+07 2.63762e+07 1.51451e+07 1.44689e+07 7.28733e+06 7.48202e+07 4.30691e+07 6.33115e+07 5.59617e+07 7.36926e+07 8.78547e+06 7.87734e+06 2.33698e+07 2.86585e+07 1.69395e+07 4.48337e+06 1.25031e+07 6.60103e+07
threshold=1.5000000000000002 0 1.0000000180025095e-35 1.0000000180025095e-35 1 2 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3 4.5000000000000009 1.0000000180025095e-35 4 5 6 1.0000000180025095e-35 7 1.0000000180025095e-35 8 1.5000000000000002 2.5000000000000004 9 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 10 1.0000000180025095e-35 11 1.5000000000000002
decision_type=2 9 2 2 1 9 2 2 2 2 9 2 2 1 9 1 2 9 2 1 2 2 9 2 2 2 1 2 9 2
left_child=1 2 3 -1 -5 -3 7 8 14 -10 11 12 15 -14 16 -11 22 -18 -19 -20 -21 -22 23 -7 25 -25 -27 -2 29 -29
right_child=27 5 -4 4 -6 6 -8 -9 9 10 -12 -13 13 -15 -16 -17 17 18 19 20 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-5.2331599842418326 0.13317668860191573 -1.8735021052821932 -6.7776216939677161 -11.1662918548584 117.78984204272291 4.6951891605022809 -2.4537766249260824 -0.58342939729657106 0.73928393734916631 -5.2588512746911302 0.8906528413247522 0.79834811018638485 68.824884416611127 25.400287855762546 -1.2661970391420683 36.13471814607319 -3.4860783699522631 6.7455640336741567 -7.2059318301043938 -6.3333673058486575 159.20270597472674 -4.4054554857526504 -1.2371146515198874 -2.6718806873668326 -1.7624593550159084 31.69281608581543 126.74238641357422 194.89339710235595 -4.5237679086617293 -0.88335876464843754
leaf_weight=165 545260 33128 789 50 143 2831 10906 56454 3799 152 1226 303 266 295 13435 190 1165 184 79 41 129 35 2937 55 186 30 50 20 3586 124
leaf_count=165 545260 33128 789 50 143 2831 10906 56454 3799 152 1226 303 266 295 13435 190 1165 184 79 41 129 35 2937 55 186 30 50 20 3586 124
internal_value=0 -0.461583 8.70753 43.0787 84.3815 -0.544465 -0.0796269 0.229188 1.90421 5.78046 13.6552 26.4051 35.2899 45.9902 0.762607 17.7376 4.28848 10.226 43.5046 68.8522 98.1624 124.286 2.70314 6.35839 21.2247 52.8959 91.0988 0.109541 -3.34561 24.5996
internal_weight=0 129023 1147 358 193 127876 94748 83842 27388 6231 2432 1206 903 561 21157 342 7722 1633 468 284 205 164 6089 3152 321 135 80 548990 3730 144
internal_count=678013 129023 1147 358 193 127876 94748 83842 27388 6231 2432 1206 903 561 21157 342 7722 1633 468 284 205 164 6089 3152 321 135 80 548990 3730 144
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=2 2 2326892 25105 2 1323136 2 1056896 2 1048704 2 160
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=9
split_feature=13 11 13 2 12 12 14 13 12 12 1 12 12 14 2 13 12 12 8 12 14 12 12 12 14 6 12 13 11 12
split_gain=3.0169e+06 3.31606e+06 8.16759e+06 4.0124e+07 2.4798e+07 2.76436e+08 3.4408e+08 2.45456e+07 3.09761e+07 2.43805e+08 1.3228e+07 1.62606e+08 1.26426e+09 5.56636e+07 1.28737e+07 2.56179e+07 4.2169e+07 1.8205e+08 1.10214e+07 1.89802e+07 5.28147e+08 1.84041e+07 1.34275e+07 4.47544e+07 4.79697e+07 8.09453e+06 4.2211e+07 1.96139e+07 2.18622e+07 1.37374e+07
threshold=0 3.5000000000000004 1 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 2 3 11.500000000000002 12.500000000000002 1.0000000180025095e-35 17.500000000000004 18.500000000000004 4 1.0000000180025095e-35 5 7.5000000000000009 5.5000000000000009 1.0000000180025095e-35 13.500000000000002 6 14.500000000000002 2.5000000000000004 1.5000000000000002 7 1.0000000180025095e-35 1.5000000000000002 8 4.5000000000000009 1.0000000180025095e-35
decision_type=9 2 9 2 2 2 1 9 2 2 2 2 2 1 2 9 2 2 2 2 1 2 2 2 1 2 2 9 2 2
left_child=-1 -2 3 10 -5 6 -6 8 -7 -10 18 -12 -13 -14 25 16 17 -16 -3 22 21 -21 23 -20 -25 -4 27 28 29 -27
right_child=1 2 14 4 5 7 -8 -9 9 -11 11 12 13 -15 15 -17 -18 -19 19 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.9593372437407347 -0.075790362951588988 0.39000427790878922 -0.38627761715259551 3.6262074564814188 -47.42484573856477 -7.9320505090661957 383.61307903787366 -6.5425443915936459 299.29994291417739 -0.536367387913946 1.1422080433721695 687.10544044494634 -167.99918781148978 -4.5475383500795106 -6.9427251180013023 -3.3043416066342091 -5.936822927450832 -305.75892759050646 -1.8482697509765627 -57.745860715455649 385.26022914164776 -0.6980005705176886 -0.19757558023490931 140.54045260342684 6.575154289832482 15.963819042005037 0.26333863260004042 0.98420698408905138 0.71851338553349964 41.391183099899706
leaf_weight=31212 499626 49736 74634 622 31 111 46 387 34 134 1756 30 29 74 75 1401 158 28 250 79 37 199 1549 55 52 342 13901 561 303 561
leaf_count=31212 499626 49736 74634 622 31 111 46 387 34 134 1756 30 29 74 75 1401 158 28 250 79 37 199 1549 55 52 342 13901 561 303 561
internal_value=0 0.0470999 0.464288 1.4256 18.3575 30.6898 210.078 9.94967 31.9165 60.1448 0.996638 9.21672 115.825 -50.5679 -0.112982 -8.83417 -36.9741 -88.1743 0.69778 7.58997 30.3295 -16.9094 3.83186 21.3153 75.4358 0.0475183 2.11389 16.6722 23.7646 31.7609
internal_weight=0 646801 147175 55211 1365 743 77 666 279 168 53846 1889 133 103 91964 1662 261 103 51957 2221 315 278 1906 357 107 90302 15668 1767 1206 903
internal_count=678013 646801 147175 55211 1365 743 77 666 279 168 53846 1889 133 103 91964 1662 261 103 51957 2221 315 278 1906 357 107 90302 15668 1767 1206 903
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=294920 1179680 2 1048576 2 16 2 2 25105
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=7
split_feature=12 13 1 11 12 14 6 12 12 11 12 1 11 14 12 8 13 11 14 12 12 12 11 11 11 12 12 14 13 11
split_gain=3.2257e+06 1.05778e+07 3.89972e+07 3.73202e+08 1.22508e+09 4.68157e+06 1.22399e+07 3.7658e+07 1.48495e+08 3.55172e+08 4.08175e+06 2.78673e+07 3.31101e+07 5.12414e+07 3.59754e+06 6.37342e+06 6.24264e+07 6.57249e+07 7.75548e+07 1.57258e+08 4.18574e+08 5.87804e+07 5.44874e+07 3.6826e+07 6.45001e+06 5.82233e+06 1.05111e+07 1.25494e+07 5.4583e+06 5.0089e+06
threshold=17.500000000000004 0 1.0000000180025095e-35 3.5000000000000004 19.500000000000004 1 1.0000000180025095e-35 20.500000000000004 21.500000000000004 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 3.5000000000000004 2 3.5000000000000004 1.0000000180025095e-35 3 2.5000000000000004 4 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 5 6 1.0000000180025095e-35
decision_type=2 9 2 2 2 1 2 2 2 2 2 2 2 1 2 2 9 2 1 2 2 2 2 2 2 2 2 1 9 2
left_child=14 2 5 -4 -5 -2 -7 -8 9 -9 11 -3 -13 -14 15 28 17 -17 19 -19 22 23 -21 -20 25 26 -18 -28 29 -1
right_child=1 10 3 4 -6 6 7 8 -10 -11 -12 12 13 -15 -16 16 24 18 21 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=6.6472351122137354 -1.5116314535951485 -3.6663699268305212 -3.7815212522234236 807.92059570312506 -31.695920616283754 -2.3288280767618228 0.74672489290382238 410.09579486268944 -4.1577269441143603 -3.4876052447727752 -1.8415121981054392 -14.735938893392415 -184.70540102790383 -13.519163677427503 0.22169218878662666 -2.5500858024723279 -5.4419979064695303 -0.6096054130130345 150.28163218180339 352.15875045231411 -8.806726224798906 -4.7955677877073759 194.47152201334637 12.387775578218349 -3.6691257884504034 -1.3540383396726667 -4.6732796043646143 50.954239383413778 -0.43289678323456543 0.59975673272320884
leaf_weight=2030 8626 4096 574 25 57 1720 922 33 211 56 8737 167 34 36 414311 605 124 144 45 56 95 341 36 34 4407 396 61 121 225703 4210
leaf_count=2030 8626 4096 574 25 57 1720 922 33 211 56 8737 167 34 36 414311 605 124 144 45 56 95 341 36 34 4407 396 61 121 225703 4210
internal_value=0 -1.10735 1.00743 24.7268 224.285 -0.336779 3.10791 10.7603 41.5352 149.864 -3.08366 -5.59544 -38.9349 -96.6668 0.0436033 -0.265884 2.83105 21.8179 41.739 77.9379 138.424 13.2109 290.455 90.9349 -2.24662 6.65155 17.0117 32.3099 -0.352205 2.56302
internal_weight=0 25294 12224 656 82 11568 2942 1222 300 89 13070 4333 237 70 652719 238408 6465 1356 751 331 187 420 92 79 5109 702 306 182 231943 6240
internal_count=678013 25294 12224 656 82 11568 2942 1222 300 89 13070 4333 237 70 652719 238408 6465 1356 751 331 187 420 92 79 5109 702 306 182 231943 6240
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1114128 2 2 131232 2 2 2162690
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=12
split_feature=10 13 12 13 11 12 14 13 13 4 13 12 12 11 11 14 12 12 11 8 13 12 8 14 11 13 7 11 14 14
split_gain=2.74265e+06 3.17272e+06 3.04669e+06 7.69156e+06 4.87005e+07 5.8706e+07 4.81764e+07 6.04089e+06 4.72677e+06 8.91649e+06 4.0576e+07 2.76261e+07 1.16071e+08 1.58286e+08 2.67715e+07 4.93279e+07 8.41192e+07 3.55609e+08 7.22857e+06 9.26027e+06 7.62975e+06 3.23464e+07 1.97675e+08 2.75485e+08 5.73587e+08 3.19052e+07 2.18032e+07 3.68114e+07 3.68323e+07 1.87063e+07
threshold=1.0000000180025095e-35 0 1.5000000000000002 1 1.0000000180025095e-35 1.0000000180025095e-35 2 3 4 1.0000000180025095e-35 5 11.500000000000002 10.500000000000002 2.5000000000000004 2.5000000000000004 6 6.5000000000000009 7.5000000000000009 2.5000000000000004 1.0000000180025095e-35 7 2.5000000000000004 1.0000000180025095e-35 8 3.5000000000000004 9 1.0000000180025095e-35 3.5000000000000004 10 11
decision_type=2 9 2 9 2 2 1 9 9 2 9 2 2 2 2 1 2 2 2 2 9 2 2 1 2 9 2 2 1 1
left_child=2 -2 3 4 5 -1 -7 -5 18 -10 11 12 14 -14 -11 -16 -17 -18 19 -4 21 22 25 24 -24 29 -27 28 -28 -20
right_child=1 -3 8 7 -6 6 -8 -9 9 10 -12 -13 13 -15 15 16 17 -19 20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-5.3420190764636537 0.7162235723514887 -1.6217480208628956 0.14453348862132717 -1.8627718429894686 -6.0997354609625685 -10.460326623916627 105.32274840028136 -0.12549124712085286 -0.34818665269059923 1.1134384046406507 -2.2154897882162907 -4.3878638812279771 294.68268372819233 -1.9733224051339286 -1.1485005263443833 13.063270198789418 439.0132715497698 14.655692809375365 65.526886138916026 -3.4101762876308208 0.40628996927112287 1.1003812081616116 588.49918882308464 -2.5933686539933491 -15.051876854896546 2.0640403105596756 -0.010749396724977356 -1.7511493875346051 91.40614616519116 5.290923690795899
leaf_weight=164 8100 20448 198799 25009 784 48 143 100104 187188 438 2880 351 37 35 182 117 28 67 145 7609 81840 38961 31 74 32 3910 69 218 122 80
leaf_count=164 8100 20448 198799 25009 784 48 143 100104 187188 438 2880 351 37 35 182 117 28 67 145 7609 81840 38961 31 74 32 3910 69 218 122 80
internal_value=0 -0.958706 0.0427657 -0.398151 7.74654 38.5436 76.2254 -0.47288 0.14916 -0.24671 4.34647 19.2691 28.6677 150.475 18.1266 37.0398 69.8241 139.73 0.37736 0.0134931 0.975923 2.04357 9.89832 128.247 281.934 6.33013 4.35192 26.3302 58.3812 42.2326
internal_weight=0 28548 649465 126252 1139 355 191 125113 523213 191323 4135 1255 904 72 832 394 212 95 331890 206408 125482 43642 4681 137 63 4544 4319 409 191 225
internal_count=678013 28548 649465 126252 1139 355 191 125113 523213 191323 4135 1255 904 72 832 394 212 95 331890 206408 125482 43642 4681 137 63 4544 4319 409 191 225
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=2104265 2 2 2293868 3874932 4224 2 2228292 2 2097152 2 2
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=7
split_feature=12 13 1 11 12 12 1 12 11 14 13 12 12 12 13 14 6 11 13 11 12 12 11 12 13 12 12 11 11 12
split_gain=2.63487e+06 8.66104e+06 3.28539e+07 2.31489e+08 1.70626e+09 1.20169e+07 7.70912e+06 1.8745e+07 2.36986e+07 3.7395e+07 4.68813e+06 5.74418e+06 1.68724e+07 3.13816e+06 2.06485e+07 1.32878e+07 3.10482e+07 4.41918e+07 6.44537e+07 1.51565e+08 4.50014e+08 7.59936e+08 3.67968e+07 6.8185e+07 1.46301e+08 2.22146e+08 2.43064e+07 6.37874e+07 3.80784e+07 2.44032e+07
threshold=17.500000000000004 0 1.0000000180025095e-35 3.5000000000000004 18.500000000000004 20.500000000000004 1.0000000180025095e-35 18.500000000000004 3.5000000000000004 1 2 19.500000000000004 18.500000000000004 11.500000000000002 3 4 1.0000000180025095e-35 1.0000000180025095e-35 5 1.5000000000000002 13.500000000000002 12.500000000000002 1.5000000000000002 13.500000000000002 6 12.500000000000002 16.500000000000004 2.5000000000000004 3.5000000000000004 12.500000000000002
decision_type=2 9 2 2 2 2 2 2 2 1 9 2 2 2 9 1 2 2 9 2 2 2 2 2 9 2 2 2 2 2
left_child=13 2 -2 10 -5 -6 -3 8 -8 -10 -4 12 -12 -1 15 16 -15 -18 19 20 21 -19 23 24 25 -20 29 -28 -29 -21
right_child=1 6 3 4 5 -7 7 -9 9 -11 11 -13 -14 14 -16 -17 17 18 22 26 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.070565390723896046 -0.63014220175954572 -2.4221259150540071 -3.3648559540918428 962.58424660818912 -109.08192741530281 -26.32590813230961 -15.052007878621419 -3.7834880692391546 -163.44161931818184 -12.897092720956515 -5.7197742819786077 4.5431476713735846 105.19818933804829 0.66336584038059865 -1.3994180142816244 -0.2119050721596476 -4.0325183920133796 -6.7216520630795022 -1.1468444174908576 19.142659388198592 -2.4641398588238346 223.57184912150339 4.2556440451120494 3.7721448588029052 9.5287101324673369 -297.21330122514206 -3.4426138442077914 92.630320781360979 -6.2339207667930454 1.2269688491159401
leaf_weight=521661 13936 9672 574 21 28 47 135 601 33 33 32 158 24 37927 40516 34934 3669 276 47 976 825 298 7053 418 135 55 273 165 51 3440
leaf_count=521661 13936 9672 574 21 28 47 135 601 33 33 32 158 24 37927 40516 34934 3669 276 47 976 825 298 7053 418 135 55 273 165 51 3440
internal_value=0 -1.00089 0.555324 19.2501 165.861 -57.2215 -3.20029 -12.6248 -39.0607 -88.1694 1.38892 13.6587 41.8165 0.0393383 0.476797 1.31638 2.27672 5.73746 8.2957 15.785 44.8437 112.838 2.1473 -20.5225 -63.3712 -146.434 7.5291 28.6835 69.2874 5.1866
internal_weight=0 25294 14820 884 96 75 10474 802 201 66 788 214 56 652719 131058 90542 55608 17681 14012 6304 1399 574 7708 655 237 102 4905 489 216 4416
internal_count=678013 25294 14820 884 96 75 10474 802 201 66 788 214 56 652719 131058 90542 55608 17681 14012 6304 1399 574 7708 655 237 102 4905 489 216 4416
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1126416 2 1114128 1706258 2 272 1179648
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=8
split_feature=7 13 12 13 12 14 11 11 11 12 12 12 12 13 11 14 12 11 12 11 11 12 11 13 12 12 14 14 12 12
split_gain=2.27479e+06 9.35628e+06 7.69663e+06 4.50509e+07 4.73464e+07 5.31709e+07 5.751e+07 7.78901e+07 5.46266e+06 8.48838e+07 7.79086e+07 3.94957e+06 7.89626e+06 3.65312e+07 4.3001e+07 7.3959e+07 1.02074e+08 2.09929e+07 1.58391e+07 9.56013e+06 4.80008e+06 9.54282e+06 4.64525e+07 3.43132e+07 2.43032e+07 6.86575e+07 1.01142e+08 2.79231e+07 7.53846e+07 2.444e+07
threshold=1.0000000180025095e-35 0 1.5000000000000002 1 1.0000000180025095e-35 2 2.5000000000000004 1.5000000000000002 4.5000000000000009 14.500000000000002 15.500000000000002 16.500000000000004 14.500000000000002 3 1.5000000000000002 4 15.500000000000002 1.0000000180025095e-35 15.500000000000002 1.5000000000000002 3.5000000000000004 6.5000000000000009 2.5000000000000004 5 3.5000000000000004 4.5000000000000009 6 7 5.5000000000000009 2.5000000000000004
decision_type=2 9 2 9 2 1 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 9 2 2 1 1 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -3 -10 -11 12 19 14 15 17 -17 -14 -19 -4 21 22 -21 24 29 26 -26 28 -27 -24
right_child=1 8 11 -5 5 6 -8 -9 9 10 -12 -13 13 -15 -16 16 -18 18 -20 20 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-0.053068935640542839 -3.1516723172748513 -1.3630106436535288 -2.1648451210459712 1.4860844194948104 -6.6728888208725881 -5.7109188079833988 -5.1972778988819499 157.1301745310551 -2.5345422667887676 180.3302459118413 -4.813729830486019 -3.2418062234201224 -9.7987897473712309 -3.907541381922635 3.6141564621729554 181.72391293682631 -3.1710067272186282 95.122324267300698 -0.069852105502424572 -1.2293439051973261 -0.75798352583882889 0.73918819360964738 30.980847288370132 1.5143764724654538 -1.1767272307809475 -7.93999367971269 117.39287078645494 -0.42678242087683799 107.39342165456236 -7.3345770349420114
leaf_weight=624618 199 20307 6854 3019 85 39 51 119 1005 51 41 1898 129 1090 414 79 48 44 29 3639 4140 7553 320 982 113 126 198 373 103 347
leaf_count=624618 199 20307 6854 3019 85 39 51 119 1005 51 41 1898 129 1090 414 79 48 44 29 3639 4140 7553 320 982 113 126 198 373 103 347
internal_value=0 0.626968 1.70943 6.1269 33.8297 60.0119 87.1326 116.935 -0.991239 5.88174 97.8204 1.16527 1.47995 7.81302 24.7272 52.0465 111.842 14.452 57.3063 1.01088 2.22729 3.12587 6.03292 16.3481 25.3972 36.1585 74.3113 16.4483 43.9349 11.0476
internal_weight=0 53395 31991 3512 493 294 209 158 21404 1097 92 28479 26581 1833 743 329 127 202 73 24748 17894 13754 6201 2562 1580 913 311 602 229 667
internal_count=678013 53395 31991 3512 493 294 209 158 21404 1097 92 28479 26581 1833 743 329 127 202 73 24748 17894 13754 6201 2562 1580 913 311 602 229 667
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=465296 4096 2 16 2 131088 2 2
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=12
split_feature=11 13 1 12 12 14 14 14 12 13 12 13 12 11 6 14 12 12 11 2 13 14 12 12 14 13 12 12 13 12
split_gain=2.19647e+06 8.39906e+06 4.71919e+06 2.1551e+07 2.52511e+08 7.39878e+08 1.69014e+07 1.13994e+07 7.05435e+06 6.17187e+06 1.30566e+07 3.70582e+06 5.02312e+06 5.04864e+06 4.84649e+06 6.26752e+06 1.09181e+07 5.77455e+07 2.6682e+07 3.45334e+06 4.97115e+07 8.84486e+07 1.74553e+08 1.78867e+09 5.49678e+07 4.24609e+07 6.97903e+07 6.14827e+08 3.22404e+07 5.59865e+07
threshold=3.5000000000000004 0 1.0000000180025095e-35 17.500000000000004 18.500000000000004 1 2 3 16.500000000000004 4 3.5000000000000004 5 9.5000000000000018 2.5000000000000004 1.0000000180025095e-35 6 13.500000000000002 14.500000000000002 1.5000000000000002 1.0000000180025095e-35 7 8 6.5000000000000009 7.5000000000000009 9 10 6.5000000000000009 7.5000000000000009 11 11.500000000000002
decision_type=2 9 2 2 2 1 1 1 2 9 2 9 2 2 2 1 2 2 2 2 9 1 2 2 1 9 2 2 9 2
left_child=11 2 19 7 5 -5 -6 8 -4 10 -9 12 -1 14 -14 16 -16 18 -18 -2 21 -21 -23 -24 28 26 -26 -28 29 -22
right_child=1 -3 3 4 6 -7 -8 9 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 20 24 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.30585098636435137 0.42700862234012393 -1.6813939795573174 -4.3693477131414102 557.85418110509079 -67.989133578441184 -108.62317962116666 -5.1844658924473661 29.265134615093082 -49.904441048758372 1.3037019061802018 4.6529310545217362 0.0041496345909151451 -2.2365076864081908 -4.3354418726377588 -1.0352321514024445 -2.1940824224789686 -1.0363655555539015 -0.45644014258133742 92.306635426292743 -3.7402405757276349 6.6161062839140961 -1.0463448895348442 916.66436914062513 -11.176493029090448 -6.2202034147445771 -3.496688995839182 -516.48003771551726 -14.027416174035324 -1.507952402260232 89.872238822061519
leaf_weight=50618 130307 18287 1218 31 61 36 144 308 35 1181 718 456256 6381 7068 689 1243 41 475 121 433 239 180 25 123 177 459 29 152 856 122
leaf_count=50618 130307 18287 1218 31 61 36 144 308 35 1181 718 456256 6381 7068 689 1243 41 475 121 433 239 180 25 123 177 459 29 152 856 122
internal_value=0 0.330892 0.599901 4.10713 31.2101 199.747 -23.8727 1.97649 -5.64128 6.30139 11.9252 -0.0975976 -0.794141 -2.33767 -0.759986 2.90747 7.68969 17.1268 68.6828 0.501608 3.97953 25.5954 65.1023 145.553 -4.21293 -24.2974 -49.4866 -94.5309 9.23564 33.8158
internal_weight=0 155121 136834 3732 272 67 205 3460 1253 2207 1026 522892 66636 16018 8950 2569 1326 637 162 133102 2795 761 328 148 2034 817 358 181 1217 361
internal_count=678013 155121 136834 3732 272 67 205 3460 1253 2207 1026 522892 66636 16018 8950 2569 1326 637 162 133102 2795 761 328 148 2034 817 358 181 1217 361
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1198833 2 2 2 147600 1081856 2 131104 2 2 1048592 1048576
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=9
split_feature=12 13 1 11 12 14 1 14 12 11 12 13 12 12 13 14 6 12 12 11 11 12 0 7 13 12 13 12 14 11
split_gain=2.13582e+06 7.58944e+06 1.84095e+07 1.04245e+08 7.7317e+08 1.90691e+07 1.2377e+07 3.33774e+07 5.22632e+07 6.20523e+07 4.49143e+06 3.43103e+06 3.98528e+06 1.09384e+07 2.98154e+06 5.06853e+06 1.19688e+07 3.86416e+07 1.49712e+08 2.45404e+08 7.07435e+06 1.12508e+07 2.03244e+07 2.67915e+06 7.52126e+06 5.68792e+06 3.6552e+07 3.8338e+07 4.30662e+07 4.65355e+07
threshold=17.500000000000004 0 1.0000000180025095e-35 3.5000000000000004 18.500000000000004 1 1.0000000180025095e-35 2 18.500000000000004 3.5000000000000004 19.500000000000004 3 19.500000000000004 18.500000000000004 4 5 1.0000000180025095e-35 20.500000000000004 21.500000000000004 1.0000000180025095e-35 3.5000000000000004 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6 1.5000000000000002 7 1.0000000180025095e-35 8 2.5000000000000004
decision_type=2 9 2 2 2 1 2 1 2 2 2 9 2 2 9 1 2 2 2 2 2 2 2 2 9 2 9 2 1 2
left_child=23 6 14 11 -5 -6 -2 8 9 -8 -7 12 13 -4 15 20 -17 -18 19 -19 -3 22 -22 -1 25 26 27 -25 -29 -30
right_child=1 2 3 4 5 10 7 -9 -10 -11 -12 -13 -14 -15 -16 16 17 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.023824995522763917 -2.639829702364473 -1.6440884184168181 -4.8120717207590742 495.40315552088953 -94.072883134729736 -48.352676849365238 -39.975689835383974 -1.5500306172871297 -14.229316331985149 -257.35205739339193 5.2152783738242263 -2.8272835778890166 3.5559619659273496 77.7125410277268 -2.1815002921555631 -1.554878013760018 1.7705933487460641 369.1396632339015 -3.0186487219799525 -1.3858418782552084 3.9005752185783766 -0.69477931289936845 75.5884084378756 -2.8132040665976366 -0.74552809165446288 1.2336430355245607 1.3306818985553337 -5.9901509363511032 105.24129358605495 -4.6217804890052951
leaf_weight=601455 5939 7019 36 36 34 20 29 324 94 24 72 785 203 29 7728 1432 789 33 174 39 101 289 65 199 20650 27102 3019 85 158 51
leaf_count=601455 5939 7019 36 36 34 20 29 324 94 24 72 785 203 29 7728 1432 789 33 174 39 101 289 65 199 20650 27102 3019 85 158 51
internal_value=0 -0.901223 0.108919 12.0157 86.6943 -30.0796 -3.87126 -19.4809 -59.002 -138.41 -6.42993 0.526685 10.0802 32.0066 -0.709783 0.436065 4.36673 12.5597 47.1639 168.438 -0.860776 11.2229 31.9711 0.035323 0.729277 1.72375 5.51084 30.4641 54.0247 78.4326
internal_weight=0 25294 18884 1215 162 126 6410 471 147 53 92 1053 268 65 17669 9941 2467 1035 246 72 7474 455 166 652719 51264 30614 3512 493 294 209
internal_count=678013 25294 18884 1215 162 126 6410 471 147 53 92 1053 268 65 17669 9941 2467 1035 246 72 7474 455 166 652719 51264 30614 3512 493 294 209
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=395527 2 2 28672 65584 2 465296 4096 2
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=12
split_feature=12 13 11 12 14 13 0 3 11 6 13 11 12 14 14 13 11 7 13 12 14 11 13 8 13 12 13 12 5 8
split_gain=2.14377e+06 6.13143e+06 3.89838e+07 4.68196e+07 4.04448e+07 5.19414e+06 4.50429e+06 7.53456e+06 7.96617e+06 1.28634e+07 2.99322e+07 1.77119e+07 1.11259e+07 2.13633e+07 1.17209e+07 1.04801e+07 4.97569e+06 4.1107e+06 5.64117e+07 2.91858e+07 4.38259e+07 4.10307e+07 6.88489e+06 6.11359e+06 1.91874e+07 5.63945e+07 4.0669e+06 4.13018e+06 8.21829e+06 4.05637e+06
threshold=1.5000000000000002 0 1.0000000180025095e-35 1.0000000180025095e-35 1 2 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3 4.5000000000000009 1.0000000180025095e-35 4 5 6 1.5000000000000002 1.0000000180025095e-35 7 1.0000000180025095e-35 8 2.5000000000000004 9 1.0000000180025095e-35 10 1.0000000180025095e-35 11 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 1 9 2 2 2 2 9 2 2 1 1 9 2 2 9 2 1 2 9 2 9 2 9 2 2 2
left_child=1 2 3 -1 -5 -3 7 8 15 26 11 12 14 -14 -11 16 -7 22 19 -19 -21 -22 23 -18 25 -25 27 28 -10 -17
right_child=-2 5 -4 4 -6 6 -8 -9 9 10 -12 -13 13 -15 -16 29 17 18 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.8022409473765988 0.086541979714923944 -1.7634449298119366 -5.4775803035354134 -9.6696083374023445 94.816164456881012 -1.4442448062051956 -1.9809403074199463 -0.50905418841105843 -2.7685384235884016 -6.2986901920092739 0.075124650918204208 0.67454605606129459 57.832746405350534 18.751885659169343 30.957186933818619 -1.5224732619341526 4.6691239378290241 7.9000662558419368 -2.9022509132896936 -5.6161323793472784 119.13424706274225 -2.9465233285086496 -1.9004317975088594 143.2330324866555 0.84213705230177505 -4.3083273266989091 -2.6453327343299291 7.5352308459308377 49.553251992502524 4.309655113054216
leaf_weight=165 548990 23828 789 50 143 1596 11638 63085 950 152 1440 303 266 295 190 13621 2843 140 989 62 129 35 1603 44 218 63 1786 1262 31 1307
leaf_count=165 548990 23828 789 50 143 1596 11638 63085 950 152 1440 303 266 295 190 13621 2843 140 989 62 129 35 1603 44 218 63 1786 1262 31 1307
internal_value=0 -0.366452 6.88077 34.3097 67.7473 -0.431961 -0.126898 0.106584 1.43097 4.46705 9.88401 21.4179 28.6155 37.2822 14.399 0.536225 3.52437 4.82459 9.68535 42.6144 66.0044 93.0804 3.44409 6.13504 19.1472 51.5455 0.909527 3.73524 -1.11515 -1.01117
internal_weight=0 129023 1147 358 193 127876 104048 92410 29325 6675 2646 1206 903 561 342 22650 7722 6126 1355 366 226 164 4771 3168 325 107 4029 2243 981 14928
internal_count=678013 129023 1147 358 193 127876 104048 92410 29325 6675 2646 1206 903 561 342 22650 7722 6126 1355 366 226 164 4771 3168 325 107 4029 2243 981 14928
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=2 2 2293860 25105 2 2 1323136 266240 2 1056896 128 1087888
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=10
split_feature=10 13 12 13 8 14 11 1 14 2 11 13 8 13 11 12 11 12 12 14 11 13 12 6 14 12 12 12 13 12
split_gain=2.08617e+06 2.60069e+06 2.29982e+06 4.8693e+06 2.13049e+07 5.77696e+07 8.19209e+07 1.38152e+07 5.62541e+07 7.5999e+06 5.7471e+07 4.08213e+06 4.07235e+06 8.55772e+06 2.76697e+07 1.18951e+08 7.93179e+06 7.69222e+06 2.7132e+07 8.43795e+06 4.20316e+06 1.55671e+07 8.76312e+07 2.39885e+08 3.82696e+08 1.98498e+07 5.00472e+07 1.02325e+07 1.61924e+07 1.59717e+07
threshold=1.0000000180025095e-35 0 3.5000000000000004 1 1.0000000180025095e-35 2 2.5000000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 3.5000000000000004 4 1.0000000180025095e-35 5 1.0000000180025095e-35 11.500000000000002 1.5000000000000002 8.5000000000000018 11.500000000000002 6 1.0000000180025095e-35 7 6.5000000000000009 1.0000000180025095e-35 8 5.5000000000000009 4.5000000000000009 8.5000000000000018 9 6.5000000000000009
decision_type=2 9 2 9 2 1 2 2 1 2 2 9 2 9 2 2 2 2 2 1 2 9 2 2 1 2 2 2 9 2
left_child=2 -2 3 4 7 6 -6 9 -9 11 -11 -1 20 14 15 -14 17 -16 19 -19 21 22 23 -4 -25 26 -26 28 29 -23
right_child=1 -3 12 -5 5 -7 -8 8 -10 10 -12 -13 13 -15 16 -17 -18 18 -20 -21 -22 27 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-2.4881809081296691 -2.2351938193603367 -0.18490435160320903 -5.788483583386931 -0.30995669268172221 3.7880268379494 -6.0688476090578689 255.00397126770022 153.97992013295493 0.077502555177922844 -5.0981462741720271 164.90377464294434 2.0419932651941823 -8.5358266630626858 -1.9254075469072451 -1.6586348898042509 194.11301945686341 -1.8794588729997592 47.500267246791296 -4.5403642303642187 119.77401555379231 0.39391811130966808 0.0032663329034788996 -2.576276098666344 382.99684177155194 -0.66155208587646497 -2.1196389705576797 155.63242948622931 0.20254250953411401 -3.0351954615024717 20.761488669068665
leaf_weight=2942 9059 19489 331 222466 27 97 25 30 114 116 24 6091 105 17083 123 40 1211 35 87 30 329464 1053 1843 47 40 47 42 42240 23140 572
leaf_count=2942 9059 19489 331 222466 27 97 25 30 114 116 24 6091 105 17083 123 40 1211 35 87 30 329464 1053 1843 47 40 47 42 42240 23140 572
internal_value=0 -0.836361 0.0370691 -0.215415 2.00468 39.5215 124.565 1.40685 32.1405 0.924386 24.045 0.566046 0.177319 -1.2644 5.63616 47.3673 1.60207 16.9335 31.9784 80.8574 0.24497 -0.462593 7.52003 44.3695 138.701 49.6936 79.3915 -0.74357 -2.35759 7.26545
internal_weight=0 28548 649465 231932 9466 149 52 9317 144 9173 140 9033 417533 18714 1631 145 1486 275 152 65 398819 69355 2350 507 176 129 82 67005 24765 1625
internal_count=678013 28548 649465 231932 9466 149 52 9317 144 9173 140 9033 417533 18714 1631 145 1486 275 152 65 398819 69355 2350 507 176 129 82 67005 24765 1625
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=368690 2162722 2 2 32 4160 2 4096 2 8225
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=8
split_feature=5 13 11 12 11 12 11 12 13 1 11 12 1 12 11 14 13 12 14 12 13 14 6 11 13 11 12 12 12 11
split_gain=2.1021e+06 7.19889e+06 6.91848e+07 4.63052e+06 7.119e+06 2.06908e+06 3.04649e+06 1.83677e+06 6.49289e+06 2.4116e+07 2.29062e+08 7.28195e+08 4.32602e+06 2.95036e+07 4.19531e+07 4.87214e+07 3.07373e+06 8.7168e+06 1.26003e+07 2.69476e+06 1.68269e+07 1.13716e+07 2.31557e+07 3.53714e+07 5.28606e+07 1.22795e+08 3.64511e+08 6.15548e+08 3.20911e+07 6.68871e+07
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 17.500000000000004 1 1.0000000180025095e-35 3.5000000000000004 19.500000000000004 1.0000000180025095e-35 18.500000000000004 3.5000000000000004 2 3 19.500000000000004 4 11.500000000000002 5 6 1.0000000180025095e-35 1.0000000180025095e-35 7 1.5000000000000002 13.500000000000002 12.500000000000002 13.500000000000002 1.5000000000000002
decision_type=2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 1 9 2 1 2 9 1 2 2 9 2 2 2 2 2
left_child=7 2 -2 4 -4 6 -3 19 9 -9 -11 -12 -10 14 -14 -16 17 18 -15 -1 21 22 -21 -24 25 26 27 -25 29 -26
right_child=1 5 3 -5 -6 -7 -8 8 12 10 11 -13 13 16 15 -17 -18 -19 -20 20 -22 -23 23 24 28 -27 -28 -29 -30 -31
leaf_value=-0.055447356914080849 191.57413782119752 -2.7758285298066983 72.413119992342871 -2.4907209522844309 -4.2196070353190107 -4.2350111855798032 28.95112473508145 -0.33908082871064882 -1.9685392296340751 -1.5675321459770204 625.79904980468746 -21.527411393115397 -11.888307320321882 2.0576830455235071 -190.64263951918659 -23.718906656901041 -3.538225157463041 0.18541950613765393 101.95002978780997 0.69485094918683044 -1.250792533959503 -0.20020257033477692 -3.6489905910746674 -6.090258594353994 -57.023665097393568 6.7316254505396618 -2.258497272838246 201.17389292876993 7.1892810050431679 -1.7850539844983246
leaf_weight=519472 20 85 22 377 27 3469 47 12517 10792 648 25 57 159 28 34 36 499 177 23 37129 39991 34698 3669 276 237 4905 825 298 4551 2920
leaf_count=519472 20 85 22 377 27 3469 47 12517 10792 648 25 57 159 28 34 36 499 177 23 37129 39991 34698 3669 276 237 4905 825 298 4551 2920
internal_value=0 -2.27202 9.58693 1.26798 30.1869 -3.75699 8.52089 0.0138961 -0.827295 0.690796 18.3591 175.828 -2.53752 -8.98707 -40.2881 -104.796 0.872529 10.2323 47.1072 0.0462945 0.454421 1.21629 2.11324 5.09177 7.38051 14.1629 40.3185 101.514 1.81283 -5.93189
internal_weight=0 4047 446 426 49 3601 132 673966 24995 13247 730 82 11748 956 229 70 727 228 51 648971 129499 89508 54810 17681 14012 6304 1399 574 7708 3157
internal_count=678013 4047 446 426 49 3601 132 673966 24995 13247 730 82 11748 956 229 70 727 228 51 648971 129499 89508 54810 17681 14012 6304 1399 574 7708 3157
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=33 1122320 2 4105 2 1706258 2 272
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=7
split_feature=11 14 13 4 13 12 12 2 13 11 12 12 11 12 12 12 12 13 2 13 11 12 12 12 1 12 12 13 6 12
split_gain=1.80634e+06 5.77139e+06 1.56843e+07 2.37518e+07 4.65263e+07 8.47662e+07 2.11232e+08 1.11312e+07 3.32066e+07 7.02074e+07 1.41906e+08 1.44166e+09 4.33758e+07 3.57597e+07 3.14164e+08 1.75047e+07 1.35115e+08 1.10797e+07 1.27759e+07 1.42556e+07 2.28229e+07 3.52434e+07 4.77018e+08 1.30701e+07 1.43023e+08 2.84962e+08 6.42527e+08 6.33356e+07 2.39232e+08 5.68626e+08
threshold=2.5000000000000004 0 1 1.0000000180025095e-35 2 6.5000000000000009 8.5000000000000018 1.0000000180025095e-35 3 3.5000000000000004 6.5000000000000009 7.5000000000000009 3.5000000000000004 7.5000000000000009 6.5000000000000009 7.5000000000000009 6.5000000000000009 4 1.0000000180025095e-35 5 3.5000000000000004 12.500000000000002 11.500000000000002 16.500000000000004 1.0000000180025095e-35 18.500000000000004 17.500000000000004 6 1.0000000180025095e-35 17.500000000000004
decision_type=2 1 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 9 2 2
left_child=-1 17 7 -4 5 -5 -7 -3 9 -9 -11 -12 15 14 -14 16 -10 18 23 20 -20 22 -22 -2 27 26 -26 28 -25 -30
right_child=1 2 3 4 -6 6 -8 8 12 10 11 -13 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.14813123907480569 0.20997449893446413 1.7291665784288288 -0.47446383688329175 -2.7335990366728411 5.4039370733874952 318.51808600955542 -4.89446263520614 -7.0722577835296425 3.8614468919760867 -0.16961552819540338 824.95791992187503 -9.7897434409459443 -2.1206767767667771 2.3419529212487711 -383.40321044921876 -4.4242517871456553 192.41095097281718 -0.94973143676194105 0.69039498235138375 0.068132155388593671 18.713406523245354 -8.3745889205341193 513.50511997767853 -4.645242740567876 -82.423114776611328 -51.302387607574467 602.18416011415673 -1.2669125824439817 578.58168757512021 -38.805720629010885
leaf_weight=371296 77498 53504 75722 92 1149 36 46 286 279 172 25 120 128 148 26 286 44 92294 355 798 270 129 21 181 26 50 29 2942 26 35
leaf_count=371296 77498 53504 75722 92 1149 36 46 286 279 172 25 120 128 148 26 286 44 92294 355 798 270 129 21 181 26 50 29 2942 26 35
internal_value=0 0.179805 0.678655 -0.242349 13.041 59.7283 137.092 1.96808 10.4241 28.3807 61.2618 134.132 -1.75378 -32.7593 -66.4931 13.5929 29.5462 -0.197396 0.645721 9.57155 19.1095 35.1331 54.42 0.472007 6.64622 121.478 278.552 2.85936 50.9688 224.343
internal_weight=0 306717 132063 77045 1323 174 82 55018 1514 603 317 145 911 302 154 609 323 174654 82360 1573 775 420 291 80787 3289 105 55 3184 242 61
internal_count=678013 306717 132063 77045 1323 174 82 55018 1514 603 317 145 911 302 154 609 323 174654 82360 1573 775 420 291 80787 3289 105 55 3184 242 61
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2 420372 4096 131072 3670369 1572896 256
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=8
split_feature=12 13 7 11 12 11 12 14 11 11 13 6 12 12 14 12 12 13 14 13 11 6 11 12 12 13 11 0 12 11
split_gain=1.68041e+06 6.63782e+06 5.20631e+06 6.74269e+07 6.29113e+07 1.67411e+07 7.14541e+07 6.6342e+07 7.63332e+07 1.47423e+07 7.14536e+06 2.14074e+07 4.89137e+07 1.44772e+08 2.8949e+08 4.53037e+06 4.27482e+06 1.72758e+07 1.54176e+07 1.90455e+07 3.40049e+07 4.26405e+07 1.9736e+08 1.64537e+08 4.63963e+08 2.66771e+07 5.65471e+07 1.20796e+08 9.52548e+07 1.23735e+08
threshold=14.500000000000002 0 1.0000000180025095e-35 4.5000000000000009 15.500000000000002 1.5000000000000002 15.500000000000002 1 1.0000000180025095e-35 1.0000000180025095e-35 2 1.0000000180025095e-35 16.500000000000004 17.500000000000004 3 18.500000000000004 11.500000000000002 4 5 6 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 12.500000000000002 13.500000000000002 7 2.5000000000000004 1.0000000180025095e-35 12.500000000000002 3.5000000000000004
decision_type=2 9 2 2 2 2 2 1 2 2 9 2 2 2 1 2 2 9 1 9 2 2 2 2 2 9 2 2 2 2
left_child=16 2 10 5 -5 6 7 9 -9 -4 11 -2 -13 14 -14 -15 -1 18 19 -18 -21 25 23 -23 -25 -22 -27 -28 29 -29
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 -12 12 13 15 -16 -17 17 -19 -20 20 21 22 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.049087378357421489 -2.3684984400109257 -1.8955796265171099 -8.3920483097885601 162.39450121112898 -3.9778777145757909 -2.3368728056257848 -3.2385792323697 168.39648507516597 -16.768432900213426 51.319795715976774 -0.29980877637466347 -0.068837689130734167 384.18085398954508 -53.065089569091803 -42.012215881347657 -1.6577503371238711 0.196588180451852 -2.4591395907061542 -0.36160881602729866 -2.4019162287303168 1.6191191052970564 -4.6074470606535973 5.4815675681114477 169.02408732568256 -3.81748051961263 -1.0785013017462035 0.30078375529252949 267.41857493264337 48.40913851346901 -0.14389782714843752
leaf_weight=521661 687 22227 99 51 41 2856 775 79 31 71 48057 234 34 30 30 40 16939 14022 28526 5154 9812 299 4433 322 300 694 289 56 139 25
leaf_count=521661 687 22227 99 51 41 2856 775 79 31 71 48057 234 34 30 30 40 16939 14022 28526 5154 9812 299 4433 322 300 694 289 56 139 25
internal_value=0 -0.445054 0.162273 3.63013 88.2503 1.63958 12.4043 55.7014 116.214 16.5464 -0.120351 7.98146 27.5201 75.6979 184.403 -23.6895 0.0558654 0.731705 1.39977 2.7065 4.67958 6.91214 14.2328 56.3549 85.66 3.3538 17.3447 42.8048 98.6396 184.838
internal_weight=0 75342 53115 4003 92 3911 1055 280 110 170 49112 1055 368 134 64 70 602671 81010 66988 38462 21523 16369 5354 921 622 11015 1203 509 220 81
internal_count=678013 75342 53115 4003 92 3911 1055 280 110 170 49112 1055 368 134 64 70 602671 81010 66988 38462 21523 16369 5354 921 622 11015 1203 509 220 81
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1182481 2 256 2 3848338 2 178304 1048592
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=12
split_feature=5 13 11 12 11 12 11 12 13 13 11 12 3 14 0 3 11 6 13 11 12 13 14 13 14 13 13 13 12 11
split_gain=1.62324e+06 5.85816e+06 5.60637e+07 3.73234e+06 5.77175e+06 1.65953e+06 2.4703e+06 1.5832e+06 4.82537e+06 4.39998e+06 3.21169e+07 3.85044e+07 3.5065e+07 4.37846e+07 3.57439e+06 5.63249e+06 6.12568e+06 1.0989e+07 2.46107e+07 1.23153e+07 9.9494e+06 2.77334e+07 2.88278e+07 2.37964e+07 2.92066e+07 8.90587e+06 5.5001e+06 4.13689e+06 6.06974e+06 3.98976e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 4 4.5000000000000009 1.0000000180025095e-35 5 6 7 8 9 10 11 1.0000000180025095e-35 1.5000000000000002
decision_type=2 9 2 2 2 2 2 2 9 9 2 2 2 1 2 2 2 2 9 2 2 9 1 9 1 9 9 9 2 2
left_child=7 2 -2 4 -4 6 -3 8 -1 10 11 -10 -13 -14 15 16 25 27 19 20 23 26 -23 24 -19 29 -22 28 -18 -11
right_child=1 5 3 -5 -6 -7 -8 -9 9 14 -12 12 13 -15 -16 -17 17 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.5899406337260518 172.52582160949709 -2.5129445648193363 65.197935832630506 -2.1610570143641463 -3.8035955641004779 -3.7643856600060115 26.056601017079455 0.086631874683233578 -4.4714922160637087 -1.2053331598977299 -5.0702834947631992 -60.440119934082034 -8.1884529113769542 106.72400677393352 -1.7315556852319518 -0.40246012998683584 -3.1578010178213822 -4.5351003328959143 -1.0010565078304363 0.65171283684154557 15.308482024544166 72.604974423641224 22.142689742733111 -6.2237159441876155 94.973514826847961 -0.93637930851352891 -15.687640812086023 -1.3905885118675698 12.165403673066869 4.4217380468815284
leaf_weight=23756 20 85 22 377 27 3469 47 545260 164 1588 789 21 45 126 11638 63085 436 54 1290 303 104 209 247 269 65 14828 105 2848 635 6101
leaf_count=23756 20 85 22 377 27 3469 47 545260 164 1588 789 21 45 126 11638 63085 436 54 1290 303 104 209 247 269 65 14828 105 2848 635 6101
internal_value=0 -1.99657 8.70056 1.21347 27.1767 -3.33636 7.65955 0.0121679 -0.303297 -0.0119055 6.12617 31.1129 61.5078 76.4839 -0.0801938 0.128316 1.27968 3.96752 8.94665 18.2827 23.5297 30.9545 44.2998 10.804 45.9565 0.496023 -0.269003 0.605748 5.87255 3.25535
internal_weight=0 4047 446 426 49 3601 132 673966 128706 104950 1145 356 192 171 103805 92167 29082 6565 2646 1356 1053 665 456 388 119 22517 209 3919 1071 7689
internal_count=678013 4047 446 426 49 3601 132 673966 128706 104950 1145 356 192 171 103805 92167 29082 6565 2646 1356 1053 665 456 388 119 22517 209 3919 1071 7689
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=33 2293860 2 2 27153 2064 2 2064 2 1323136 2048 39312
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=7
split_feature=10 13 12 11 12 12 12 13 7 11 12 12 11 14 11 11 12 13 6 14 12 12 11 14 1 12 9 12 12 13
split_gain=1.56442e+06 2.45611e+06 1.96755e+06 2.88963e+06 3.34524e+06 1.36372e+07 1.50335e+06 5.5684e+06 7.12176e+06 5.26138e+07 5.09581e+07 1.63044e+07 6.46218e+07 5.82245e+07 7.54123e+07 1.50933e+07 7.36172e+06 9.1946e+06 2.79536e+07 4.66547e+07 7.49658e+07 2.5129e+08 5.7441e+06 1.73635e+07 2.11622e+08 3.03306e+08 1.84586e+07 2.49755e+07 1.86347e+07 1.55648e+07
threshold=1.0000000180025095e-35 0 8.5000000000000018 4.5000000000000009 13.500000000000002 11.500000000000002 14.500000000000002 1 1.0000000180025095e-35 4.5000000000000009 15.500000000000002 15.500000000000002 1.5000000000000002 2 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 3 1.0000000180025095e-35 4 17.500000000000004 16.500000000000004 3.5000000000000004 5 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 17.500000000000004 16.500000000000004 6
decision_type=2 9 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 9 2 1 2 2 2 1 2 2 2 2 2 9
left_child=6 2 -2 -4 5 -5 -1 8 16 11 -11 12 13 15 -15 -10 -8 18 -18 20 21 -20 -19 24 26 -26 29 28 -28 -24
right_child=1 -3 3 4 -6 -7 7 -9 9 10 -12 -13 -14 14 -16 -17 17 22 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.086154511347818874 1.9769241095566554 -1.307788631741148 -2.0211106122032674 -0.0079401833670479909 -2.6109422900013088 82.566916465759277 -2.1311812220955204 -1.4338184386361748 -7.3971577502311554 146.1463809742647 -3.5887531838765963 -1.8636318646001859 -3.5023114912963109 171.84362528626349 -15.100253382036763 56.477637231545373 -1.6076693939376665 -0.070216351160914584 -8.0714490773726482 -11.190469821463241 -28.407508040637506 345.75410353716688 10.973824349456519 -6.7148043651614051 308.68722919887972 -66.038500001695425 20.95892647773989 -1.3283782422101058 97.307001332080731 -4.3013242883403811
leaf_weight=576409 5001 20448 2904 70 97 28 11708 30244 94 51 41 2218 605 71 31 61 455 22837 49 94 41 34 1013 1148 54 36 62 135 66 1908
leaf_count=576409 5001 20448 2904 70 97 28 11708 30244 94 51 41 2218 605 71 31 61 455 22837 49 94 41 34 1013 1148 54 36 62 135 66 1908
internal_value=0 -0.724373 0.749118 -1.22983 10.5541 23.5849 0.03199 -0.395366 0.338492 4.89801 79.4166 2.67213 14.343 56.3525 115.027 17.7407 -0.0262757 0.856018 12.3163 41.9428 82.2212 136.869 0.568347 3.86743 7.57801 158.797 3.3036 28.6783 60.3259 1.01893
internal_weight=0 28548 8100 3099 195 98 649465 73056 42812 3172 92 3080 862 257 102 155 39640 27932 673 218 124 83 27259 4422 3274 90 3184 263 128 2921
internal_count=678013 28548 8100 3099 195 98 649465 73056 42812 3172 92 3080 862 257 102 155 39640 27932 673 218 124 83 27259 4422 3274 90 3184 263 128 2921
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2104265 1051409 2 256 2 2 2064
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=8
split_feature=11 14 13 4 13 12 12 12 12 2 13 0 11 7 13 12 12 11 13 12 12 13 13 12 8 11 12 12 6 11
split_gain=1.33884e+06 5.26368e+06 1.29705e+07 1.57202e+07 3.9862e+07 6.8782e+07 1.71019e+08 1.1535e+07 2.5984e+07 1.80826e+08 1.85288e+08 7.41046e+08 3.55202e+07 1.11047e+07 2.58349e+07 5.58744e+07 2.82731e+08 1.35897e+08 9.86744e+06 1.3373e+07 1.60628e+08 9.07706e+06 8.01477e+06 1.38188e+07 1.46301e+08 8.23214e+08 1.24681e+07 2.93343e+07 2.71374e+07 8.2208e+07
threshold=2.5000000000000004 0 1 1.0000000180025095e-35 2 6.5000000000000009 8.5000000000000018 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 3 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 4 3.5000000000000004 4.5000000000000009 3.5000000000000004 5 7.5000000000000009 8.5000000000000018 6 7 13.500000000000002 1.0000000180025095e-35 3.5000000000000004 14.500000000000002 15.500000000000002 1.0000000180025095e-35 3.5000000000000004
decision_type=2 1 9 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 9 2 2 9 9 2 2 2 2 2 2 2
left_child=-1 21 7 -4 5 -5 -7 8 13 10 11 -10 -11 -3 15 -15 17 -17 19 -6 -21 -2 23 -9 26 -26 -25 28 -28 -30
right_child=1 2 3 4 18 6 -8 22 9 12 -12 -13 -14 14 -16 16 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.12758418102222352 0.18092773215501678 1.4478875431860108 -0.29630885334996698 -2.5459879336149798 0.52259025174981621 286.6539120992025 -4.3500070157258408 0.0091621993752413027 8.639651547765439 92.059225712990269 0.14842706921069557 493.89712741558372 216.5964121264081 1.6209606610811673 1.570813166543237 244.10925885781478 -4.0876760524102496 -9.1794581004551485 -3.3968460086100145 257.07759096963065 0.77741185717014449 -1.5503858482937369 -1.8261149461229707 -5.9308777683149509 -128.58436294555665 663.38199521019351 11.466602520851739 0.22750135284667536 -9.4964503707885743 115.24649855068752
leaf_weight=371296 135681 21686 82776 92 287 36 46 7525 163 49 2523 39 43 572 2085 87 277 28 761 28 193 38973 10267 738 35 21 367 1127 100 112
leaf_count=371296 135681 21686 82776 92 287 36 46 7525 163 49 2523 39 43 572 2085 87 277 28 761 28 193 38973 10267 738 35 21 367 1127 100 112
internal_value=0 0.154745 0.631147 -0.115908 10.2318 53.724 123.408 1.94579 3.27874 12.3787 7.72338 97.5012 150.267 2.24237 7.89316 21.33 50.6331 182.439 3.81488 14.4753 33.2498 -0.205483 0.136908 2.147 8.59047 168.403 4.92865 9.62638 27.9209 56.4055
internal_weight=0 306717 132063 84219 1443 174 82 47844 27552 2817 2725 202 92 24735 3049 964 392 115 1269 508 221 174654 20292 10025 2500 56 2444 1706 579 212
internal_count=678013 306717 132063 84219 1443 174 82 47844 27552 2817 2725 202 92 24735 3049 964 392 115 1269 508 221 174654 20292 10025 2500 56 2444 1706 579 212
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2 418324 4096 8196 262160 1048704 3820001 139264
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=10
split_feature=5 13 11 12 11 12 11 12 13 13 11 12 3 14 0 3 11 6 13 11 13 12 14 14 8 11 12 14 13 12
split_gain=1.26224e+06 4.76952e+06 4.53843e+07 3.00429e+06 4.67861e+06 1.32728e+06 1.99902e+06 1.31073e+06 4.06886e+06 3.60048e+06 2.59566e+07 3.11892e+07 2.83965e+07 3.54655e+07 2.89488e+06 4.5857e+06 4.93835e+06 8.89124e+06 2.04317e+07 1.18972e+07 7.23594e+06 6.64134e+06 1.39314e+07 8.36346e+06 3.37626e+06 8.09273e+06 1.12487e+07 1.26011e+07 3.37392e+06 4.42099e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 4 4.5000000000000009 5 1.0000000180025095e-35 6 7 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8 9 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 2 2 9 9 2 2 2 1 2 2 2 2 9 2 9 2 1 1 2 2 2 1 9 2
left_child=7 2 -2 4 -4 6 -3 8 -1 10 11 -10 -13 -14 15 16 20 28 19 21 -11 23 -23 -19 -22 26 -26 -28 -18 -30
right_child=1 5 3 -5 -6 -7 -8 -9 9 14 -12 12 13 -15 -16 -17 17 18 -20 -21 24 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-1.4578402271613242 155.29081420898439 -2.2868048948400164 58.681674124977803 -1.8715112053747203 -3.4428742020218461 -3.3524773776800765 23.413452797747674 0.078441061975456083 -4.0193500216414284 2.939563884424194 -4.5215202336377827 -54.378692626953125 -7.3654647827148443 96.055729457310278 -1.5566775875960381 -0.36182358120212826 -1.3207150993753747 -4.9910767756010364 -0.054369924421968134 0.57668618683767792 -1.3085080377608218 46.767803593685755 15.208555550009519 26.479698518451894 -5.0710920241272568 0.19662125281890985 -5.9267958047654901 57.696187100552095 -2.3398664042903135 10.403019371893173
leaf_weight=23756 20 85 22 377 27 3469 47 545260 164 7689 789 21 45 126 11638 63085 2793 152 1440 303 13521 266 295 190 103 1058 45 101 461 665
leaf_count=23756 20 85 22 377 27 3469 47 545260 164 7689 789 21 45 126 11638 63085 2793 152 1440 303 13521 266 295 190 103 1058 45 101 461 665
internal_value=0 -1.76066 7.891 1.15606 24.4498 -2.96973 6.86404 0.010687 -0.276352 -0.00877557 5.5437 28.0069 55.3626 68.8396 -0.0705491 0.117098 1.15598 3.56931 8.04806 17.5773 0.452355 23.4765 30.1725 12.4927 -0.838794 4.01401 20.2341 38.0864 0.545385 5.14025
internal_weight=0 4047 446 426 49 3601 132 673966 128706 104950 1145 356 192 171 103805 92167 29082 6565 2646 1206 22517 903 561 342 14828 1307 249 146 3919 1126
internal_count=678013 4047 446 426 49 3601 132 673966 128706 104950 1145 356 192 171 103805 92167 29082 6565 2646 1206 22517 903 561 342 14828 1307 249 146 3919 1126
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=33 2293860 2 2 25105 1323136 2 2 2 1597449
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=6
split_feature=10 13 12 11 12 12 13 4 13 12 12 11 11 12 12 14 11 13 8 12 12 12 6 14 12 6 3 12 12 7
split_gain=1.23298e+06 1.97713e+06 1.59028e+06 2.32883e+06 2.94356e+06 6.95763e+06 1.31348e+06 1.53335e+07 1.39099e+07 1.52064e+07 1.02203e+08 1.28041e+08 1.27698e+07 2.43521e+07 1.20841e+08 1.80322e+08 7.30698e+06 1.40699e+07 1.78938e+07 9.5489e+07 2.43993e+07 1.06219e+08 3.04202e+08 1.05944e+07 1.24125e+07 6.13874e+07 1.45777e+07 1.91744e+07 3.0495e+07 4.39659e+06
threshold=1.0000000180025095e-35 0 8.5000000000000018 4.5000000000000009 12.500000000000002 10.500000000000002 1 1.0000000180025095e-35 2 11.500000000000002 10.500000000000002 2.5000000000000004 2.5000000000000004 6.5000000000000009 7.5000000000000009 3 1.0000000180025095e-35 4 1.0000000180025095e-35 11.500000000000002 6.5000000000000009 5.5000000000000009 1.0000000180025095e-35 5 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 9 2 9 2 2 2 2 2 2 1 2 9 2 2 2 2 2 1 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -5 7 16 9 10 12 -12 -9 -14 15 -15 17 18 20 -20 21 23 -23 -1 26 -26 -25 28 -28 -18
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 11 -13 13 14 -16 -17 29 -19 19 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-6.0649550892810575 1.7827571996043525 -1.1665499009700397 -1.810572830441898 0.45147974350873166 -1.2093583149952931 59.380357222123578 0.094121055811501514 0.34250349917654266 -2.1825678984704848 -3.4224815700128888 265.21820159087309 -1.5938852800641741 2.7765539367169265 -5.0524792534964433 0.58121058327811104 353.83640136718753 -0.91635734856660811 -0.69154199151908979 -4.9000924685905725 177.74847787555896 -2.0635416578419572 -6.5315479914347341 252.56857193656589 -7.2546993846096628 -3.9831684799194336 140.08209657214937 -2.3022546623692368 -5.6957498916851481 61.437976806465237 1.3641256016750827
leaf_weight=543 5001 20448 2904 51 111 33 535100 472 825 351 37 35 241 28 140 28 91850 7044 116 38 2047 132 69 407 100 42 132 203 174 9311
leaf_count=543 5001 20448 2904 51 111 33 535100 472 825 351 37 35 241 28 140 28 91850 7044 116 38 2047 132 69 407 100 42 132 203 174 9311
internal_value=0 -0.643102 0.678915 -1.10021 9.47866 23.6021 0.0283755 -0.279224 8.07218 14.3324 20.8312 135.518 11.7471 24.0651 50.2414 174.392 -0.439789 2.00219 6.72721 40.169 5.40667 13.8925 82.4133 5.28999 11.1177 38.6277 6.85307 18.1337 33.9422 -0.706459
internal_weight=0 28548 8100 3099 195 84 649465 114365 2157 1332 981 72 909 437 196 56 112208 11047 4003 154 3849 1802 201 1601 1058 142 916 509 306 101161
internal_count=678013 28548 8100 3099 195 84 649465 114365 2157 1332 981 72 909 437 196 56 112208 11047 4003 154 3849 1802 201 1601 1058 142 916 509 306 101161
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2104265 299914 4224 2 4098 2
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=7
split_feature=12 13 7 11 12 12 11 14 11 11 12 13 6 14 12 12 2 11 12 12 12 13 14 13 11 6 11 12 12 11
split_gain=1.14284e+06 4.43401e+06 6.44055e+06 4.2004e+07 4.12708e+07 1.56365e+07 5.73051e+07 4.55306e+07 6.34864e+07 1.35762e+07 6.54046e+06 7.22826e+06 2.28185e+07 3.77598e+07 6.07269e+07 2.03542e+08 4.68589e+06 1.92158e+07 2.94671e+07 4.46806e+07 3.67353e+06 1.4206e+07 1.26251e+07 1.53644e+07 2.78104e+07 3.4228e+07 1.59667e+08 1.33275e+08 3.7581e+08 2.57857e+07
threshold=14.500000000000002 0 1.0000000180025095e-35 4.5000000000000009 15.500000000000002 15.500000000000002 1.5000000000000002 1 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 2 1.0000000180025095e-35 3 17.500000000000004 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 16.500000000000004 11.500000000000002 4 5 6 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 12.500000000000002 13.500000000000002 2.5000000000000004
decision_type=2 9 2 2 2 2 2 1 2 2 2 9 2 1 2 2 2 2 2 2 2 9 1 9 2 2 2 2 2 2
left_child=20 2 10 5 -5 6 7 9 -9 -4 -2 12 -12 14 15 -14 -13 18 19 -18 -1 22 23 -22 -25 -26 27 -27 -29 -28
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 11 16 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 25 26 29 28 -30 -31
leaf_value=-0.051301116246419358 -2.0534962632154237 -1.1560550459798724 -6.8975489375102956 131.50294321097579 -3.2500950138743327 -2.068287475249782 -3.289174438588446 160.30509033203126 -13.944892107645671 57.521399971290876 -1.2687103501334001 0.38708858111855521 -7.1891608101981026 -9.9651206384313866 -25.498188410735715 311.25161168715533 10.913127958774567 0.54855638888513614 -5.1964964294433598 180.78430150349936 0.2064089412864763 -2.220993718673117 -0.31559340969571176 -2.1711313660171636 3.0638988771662627 -4.1684791690529783 12.827105242525944 152.09986925776701 -3.4575088907877607 -2.4350600633908446
leaf_weight=521661 10695 36607 83 51 41 1932 537 69 30 54 473 23924 49 94 41 34 32 506 60 30 16939 14022 28526 5154 11015 299 2142 322 300 2291
leaf_count=521661 10695 36607 83 51 41 1932 537 69 30 54 473 23924 49 94 41 34 32 506 60 30 16939 14022 28526 5154 11015 299 2142 322 300 2291
internal_value=0 -0.367107 0.378699 5.00091 71.45 2.7409 14.7608 55.832 107.502 18.4939 0.0190643 0.897171 10.9102 37.8355 74.0715 123.256 0.610668 9.13778 44.762 93.1089 0.0459908 0.672499 1.27831 2.46079 4.23296 6.25196 12.8109 50.6976 77.0722 4.93953
internal_weight=0 75342 38735 2797 92 2705 773 236 99 137 35938 25243 691 218 124 83 24552 628 122 62 602671 81010 66988 38462 21523 16369 5354 921 622 4433
internal_count=678013 75342 38735 2797 92 2705 773 236 99 137 35938 25243 691 218 124 83 24552 628 122 62 602671 81010 66988 38462 21523 16369 5354 921 622 4433
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1049361 2 256 2 3848338 2 178304
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=8
split_feature=11 14 13 4 13 12 12 2 13 11 12 12 12 12 13 0 12 2 12 11 7 12 13 11 1 13 13 12 8 11
split_gain=1.30625e+06 4.27542e+06 1.06689e+07 1.38921e+07 2.55124e+07 4.83248e+07 1.19281e+08 8.12823e+06 1.01706e+07 1.25746e+07 2.7094e+07 1.52425e+08 7.53568e+06 1.83193e+07 4.44826e+07 5.20466e+08 6.33346e+08 5.45692e+07 1.31481e+08 3.81501e+07 1.15449e+07 4.45288e+07 2.33838e+08 9.51112e+07 8.61662e+06 7.20075e+06 7.05267e+06 8.87412e+06 1.02948e+08 5.63406e+08
threshold=2.5000000000000004 0 1 1.0000000180025095e-35 2 6.5000000000000009 8.5000000000000018 1.0000000180025095e-35 3 3.5000000000000004 6.5000000000000009 7.5000000000000009 7.5000000000000009 3.5000000000000004 4 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 5 3.5000000000000004 1.0000000180025095e-35 6 7 13.500000000000002 1.0000000180025095e-35 3.5000000000000004
decision_type=2 1 9 2 9 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 9 9 2 2 2
left_child=-1 25 12 7 5 -5 -7 -4 9 -9 -11 -12 13 24 15 -15 -17 20 -19 -20 -16 22 23 -22 -3 -2 27 -14 -29 -30
right_child=1 2 3 4 -6 6 -8 8 -10 10 11 -13 26 14 17 16 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.12608117220915802 0.17229703155669882 0.15208515055835745 -0.21916800922155907 -2.6253024225649626 4.3047460118618295 239.2836460537381 -3.7474679698114812 -3.1418311033675921 -0.96075328870751397 -6.817984055595165 -294.83519287109374 -13.076466755072275 0.2916205727075068 -12.060350695404992 2.2232453448878782 7.5833143107096355 681.90516205567587 5.0440569451814206 79.717098672049389 199.8942778930664 219.68618360497487 1.1556610901125655 -5.2886154021339857 -8.973042297363282 11.511534066021616 -1.3697282612046251 -1.6649470352627149 3.7851227017877651 -101.90792710304261 503.24801821899422
leaf_weight=371296 135681 17663 73701 92 1139 36 46 268 860 163 24 96 9912 293 11164 30 26 271 56 50 87 1202 338 23 694 38973 10398 3366 40 25
leaf_count=371296 135681 17663 73701 92 1139 36 46 268 860 163 24 96 9912 293 11164 30 26 271 56 50 87 1202 338 23 694 38973 10398 3366 40 25
internal_value=0 0.152789 0.582147 -0.184824 10.0125 44.5668 102.949 -0.363104 -7.88135 -18.3328 -33.3665 -69.4282 1.63541 2.63974 5.43017 40.1765 320.661 4.47702 41.9783 136.404 3.37719 11.1848 38.0935 157.553 0.581538 -0.171865 0.286735 1.80755 6.19225 130.844
internal_weight=0 306717 132063 76425 1313 174 82 75112 1411 551 283 120 55638 31897 13540 349 56 13191 377 106 12814 1650 448 110 18357 174654 23741 13343 3431 65
internal_count=678013 306717 132063 76425 1313 174 82 75112 1411 551 283 120 55638 31897 13540 349 56 13191 377 106 12814 1650 448 110 18357 174654 23741 13343 3431 65
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2 2517524 4096 1052672 4 16 3820001 141312
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=8
split_feature=11 13 12 7 12 12 11 14 6 12 11 14 11 8 14 14 12 13 12 8 13 6 11 0 11 4 13 12 12 12
split_gain=1.05793e+06 3.61695e+06 3.55609e+06 1.10649e+07 1.71178e+07 2.59389e+07 3.65009e+07 3.72286e+07 5.71947e+06 1.91683e+07 6.17075e+07 9.63406e+07 1.55571e+08 3.60533e+06 2.44703e+07 3.46288e+06 8.85412e+06 9.09079e+06 1.18032e+07 6.02665e+07 1.90444e+07 2.55613e+07 5.8056e+07 1.2219e+07 2.328e+07 9.2934e+06 2.17925e+07 4.71901e+07 1.08819e+08 9.26575e+06
threshold=2.5000000000000004 0 12.500000000000002 1.0000000180025095e-35 14.500000000000002 13.500000000000002 1.5000000000000002 1 1.0000000180025095e-35 13.500000000000002 1.5000000000000002 2 1.0000000180025095e-35 1.0000000180025095e-35 3 4 15.500000000000002 5 14.500000000000002 1.0000000180025095e-35 6 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 7 7.5000000000000009 5.5000000000000009 7.5000000000000009
decision_type=2 9 2 2 2 2 2 1 2 2 2 1 2 2 1 1 2 9 2 2 9 2 2 2 2 2 9 2 2 2
left_child=1 2 -1 8 5 -5 -7 -8 13 10 11 12 -10 -4 -15 -2 17 18 29 20 21 23 -23 -20 -25 -19 27 28 -27 -17
right_child=15 -3 3 4 -6 6 7 -9 9 -11 -12 -13 -14 14 -16 16 -18 25 19 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.52014109390286412 -0.15468557654597193 0.012468676600136563 -1.2984586049852254 -1.1717680943476692 -3.8668731341429798 -14.686514160480906 129.54615667396124 -10.058044697688176 -0.36064202117919925 -2.8269261251455973 1.166426119597062 -1.6039086317815703 -238.30511814805328 -2.9445111883447526 -95.219677144289022 2.6842923939573113 -3.4532387700016494 -0.081592177370637259 -6.9755887025480821 -160.60014404296876 3.6237724813714731 -13.335138622682488 104.54342381932713 69.579969467351461 -8.2860837753504928 -3.4802696526050569 3.2884088951354133 -29.930290327400996 196.90904495563916 -0.30318319880156985
leaf_weight=43431 174654 319315 4952 154 422 47 72 26 50 1942 391 119 61 282 32 27552 5370 79886 157 20 705 67 111 81 73 64 1213 58 47 16659
leaf_count=43431 174654 319315 4952 154 422 47 72 26 50 1942 391 119 61 282 32 27552 5370 79886 157 20 705 67 111 81 73 64 1213 58 47 16659
internal_value=0 -0.113473 -0.886954 -2.75127 9.10302 27.4083 57.7624 92.5083 -3.84298 -7.71726 -23.0104 -64.1109 -131.123 -1.95734 -12.3483 0.137495 0.523905 0.69248 1.8253 11.5534 14.437 29.3523 60.1734 12.6557 32.6694 0.0590527 8.1894 40.7599 81.3693 1.55859
internal_weight=0 371296 51981 8550 721 299 145 98 7829 2563 621 230 111 5266 314 306717 132063 126693 45425 1214 1194 489 178 311 154 81268 1382 169 111 44211
internal_count=678013 371296 51981 8550 721 299 145 98 7829 2563 621 230 111 5266 314 306717 132063 126693 45425 1214 1194 489 178 311 154 81268 1382 169 111 44211
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2490628 2 2 2 2 418324 131072 4096
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=10
split_feature=5 13 12 12 13 14 12 12 13 0 13 7 12 11 11 14 11 13 12 14 10 11 3 11 6 13 11 8 13 12
split_gain=973529 7.70113e+06 4.50465e+07 1.48184e+06 2.08473e+06 5.72294e+06 1.9362e+06 1.01693e+06 3.55952e+06 2.61048e+06 3.25642e+06 1.94226e+07 2.26855e+07 2.91302e+07 4.01845e+07 4.92523e+07 1.37057e+07 1.18502e+07 2.4734e+07 2.20174e+07 3.68703e+06 1.5855e+07 2.54284e+06 4.47447e+06 8.82729e+06 1.51495e+07 9.5953e+06 5.65138e+06 1.84428e+07 4.46187e+07
threshold=1.0000000180025095e-35 0 8.5000000000000018 1.5000000000000002 1 2 1.0000000180025095e-35 1.5000000000000002 3 1.0000000180025095e-35 4 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 5 1.0000000180025095e-35 6 1.0000000180025095e-35 7 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 8 4.5000000000000009 1.0000000180025095e-35 9 1.0000000180025095e-35
decision_type=2 9 2 2 9 1 2 2 9 2 9 2 2 2 2 1 2 9 2 1 2 2 2 2 2 9 2 2 9 2
left_child=7 2 -2 4 5 6 -3 8 -1 10 11 16 -13 -14 15 -15 17 18 -10 -20 -18 -22 23 27 -25 26 -26 -12 29 -29
right_child=1 3 -4 -5 -6 -7 -8 -9 9 -11 22 12 13 14 -16 -17 20 -19 19 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-1.3760828260179023 117.04984072092418 18.437308816348807 -10.216622648920332 -2.9979962059192267 -2.9270903242820223 58.372994581858315 -8.4959214619227819 0.069028151248050104 -2.6887604785787649 -1.4092932062549781 -0.38398495465976384 -3.7679564703882273 -17.341213566548117 -5.5661338806152347 -6.1410986950522979 114.9173628760166 -2.057649940410307 -2.2201078722553871 -5.8980840885892825 73.804795883641106 -2.985604482733685 77.594989727389432 -0.31544977012556086 0.089043722472562925 21.089648844316553 0.40792908368325825 0.52421778310643574 122.60654386437457 2.6750762815221387 -4.5398668924967449
leaf_weight=22817 37 51 112 3586 181 24 56 545260 145 11682 18491 226 74 47 76 122 3961 238 47 132 115 31 62445 3768 903 1364 303 46 1604 69
leaf_count=22817 37 51 112 3586 181 24 56 545260 145 11682 18491 226 74 47 76 122 3961 238 47 132 115 31 62445 3768 903 1364 303 46 1604 69
internal_value=0 -1.54629 20.0414 -2.41669 4.18721 13.2304 4.34141 0.00934866 -0.243482 0.000700941 0.175545 2.60205 20.4712 37.6437 54.2514 81.4101 0.521807 15.1683 27.1711 52.8772 -1.48241 14.124 0.0330831 0.852899 3.17116 7.68999 15.7918 0.125876 5.61037 42.6132
internal_weight=0 4047 149 3898 312 131 107 673966 128706 105889 94207 5214 545 319 245 169 4669 562 324 179 4107 146 88993 26548 6338 2570 1206 20210 1719 115
internal_count=678013 4047 149 3898 312 131 107 673966 128706 105889 94207 5214 545 319 245 169 4669 562 324 179 4107 146 88993 26548 6338 2570 1206 20210 1719 115
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=160 1048577 2 2228324 4098 2 2 2 25105 128
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=9
split_feature=10 13 12 13 11 12 13 11 12 12 11 12 12 11 12 12 12 12 13 12 11 14 14 12 13 8 11 14 1 14
split_gain=956332 1.67967e+06 1.25177e+06 5.09431e+06 1.05933e+07 6.10645e+06 1.98253e+06 3.21081e+06 5.87147e+06 8.93732e+06 1.44011e+06 1.55323e+06 1.18356e+07 1.29182e+06 1.2404e+06 2.0298e+06 1.10692e+06 993633 1.2922e+06 2.45128e+06 2.10943e+06 1.15271e+07 1.65004e+06 968208 3.57977e+06 2.26678e+07 5.6704e+07 9.65807e+07 1.26023e+07 4.4318e+07
threshold=1.0000000180025095e-35 0 2.5000000000000004 1 3.5000000000000004 1.0000000180025095e-35 2 1.0000000180025095e-35 6.5000000000000009 5.5000000000000009 4.5000000000000009 11.500000000000002 13.500000000000002 3.5000000000000004 5.5000000000000009 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 3 1.5000000000000002 2.5000000000000004 4 5 3.5000000000000004 6 1.0000000180025095e-35 2.5000000000000004 7 1.0000000180025095e-35 8
decision_type=2 9 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 1 2 9 2 2 1 2 1
left_child=23 -2 3 4 16 -6 7 8 9 -4 -8 -12 -13 17 15 -9 -3 -5 19 20 22 -22 -19 24 25 28 -27 -28 -1 -30
right_child=1 2 6 13 5 -7 10 14 -10 -11 11 12 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.71008169034785606 -1.7079745514556632 -1.9429965789979837 8.4543742370605468 -3.0187586298781679 1.5297605514526369 45.725237931145564 -0.92868427366672857 -5.875128766805819 -1.5576116234915598 86.738776489257816 1.104656064160872 71.600539289202004 -2.2044775264779317 -3.3108702910802794 -0.34587519104693754 10.564064757571693 7.9619093326512234 -6.5496757820860978 -0.28555139831503995 -0.20050704912081235 53.334739184770434 -6.7498798142618215 11.906164370642768 0.11595151248468688 -0.21114421979704501 -0.67013694929040002 297.99972259521485 -9.052663312639508 138.73459437052409 0.91798298063732331
leaf_weight=7318 8870 254 35 409 44 108 14433 101 70 25 307 28 97 877 929 293 203 73 773 347 61 67 144 417533 224346 92 20 21 30 105
leaf_count=7318 8870 254 35 409 44 108 14433 101 70 25 307 28 97 877 929 293 203 73 773 347 61 67 144 417533 224346 92 20 21 30 105
internal_value=0 -0.566416 -0.0509566 1.70668 9.90045 32.9318 -0.412899 3.10041 18.118 41.0729 -0.757888 4.93081 14.3278 -0.142676 1.6482 6.34996 2.45678 1.33922 2.55589 5.65237 11.703 21.8842 5.69752 0.0249515 -0.13887 1.99619 42.9191 140.729 1.26859 31.5439
internal_weight=0 28548 19678 3360 609 152 16318 1453 130 60 14865 432 125 2751 1323 394 457 1874 1465 692 345 128 217 649465 231932 7586 133 41 7453 135
internal_count=678013 28548 19678 3360 609 152 16318 1453 130 60 14865 432 125 2751 1323 394 457 1874 1465 692 345 128 217 649465 231932 7586 133 41 7453 135
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=303154 21248 2097352 1574912 2 2 2162720 2 2
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=5
split_feature=11 13 12 1 14 12 9 12 4 12 12 14 2 12 12 2 12 12 12 12 12 12 12 8 12 12 14 13 2 12
split_gain=853842 5.77058e+06 1.55648e+07 1.38142e+08 8.33456e+08 5.28866e+07 5.12741e+07 1.07512e+08 9.60079e+06 1.6764e+07 1.08514e+08 5.27606e+06 4.99991e+07 5.07502e+07 3.67547e+08 2.53358e+07 2.31425e+07 9.04001e+07 1.19743e+07 1.62111e+07 1.74591e+07 2.06518e+07 5.69787e+06 4.30154e+06 3.14665e+07 1.10994e+08 3.66286e+06 1.45572e+07 6.94506e+07 8.58431e+07
threshold=3.5000000000000004 0 16.500000000000004 1.0000000180025095e-35 1 19.500000000000004 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 2 1.0000000180025095e-35 11.500000000000002 12.500000000000002 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 7.5000000000000009 2.5000000000000004 3.5000000000000004 5.5000000000000009 11.500000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 3 4 1.0000000180025095e-35 6.5000000000000009
decision_type=2 9 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2
left_child=-1 2 8 6 -5 -6 -4 -8 11 10 -10 12 23 18 -15 -13 -17 -18 19 -14 -21 -22 -19 -2 25 -25 -3 28 -28 -30
right_child=1 26 3 4 5 -7 7 -9 9 -11 -12 15 13 14 -16 16 17 22 -20 20 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.061078820197595543 0.70650933501478463 -0.52921951912170928 -2.8266143057474622 609.88172297844528 -173.21655963134765 11.320165252685548 247.26105334942159 2.5425739682953932 8.3784328629609846 -7.0547028393812585 197.90433428147261 -0.26362334049170449 -2.8652351751560121 481.68328247070315 -5.9895851976731249 -7.0008295466982098 -254.06086425781251 4.9627009694169217 -16.308830984015213 115.42573951272405 -18.538899900855089 87.739736661044049 -48.086274929046631 -13.236322612147177 -0.20507806720155661 221.07224263509116 2.282501254794266 -0.37700612719461923 3.023992694154078 102.08387613477586
leaf_weight=522892 15706 75280 1078 26 25 41 26 58 271 213 34 10272 82 20 68 145 21 41 76 34 41 33 40 62 528 30 11763 38753 196 158
leaf_count=522892 15706 75280 1078 26 25 41 26 58 271 213 34 10272 82 20 68 145 21 41 76 34 41 33 40 62 528 30 11763 38753 196 158
internal_value=0 0.206078 1.47854 12.3762 130.333 -58.5801 3.03715 78.2888 0.986028 14.4723 29.5059 0.729185 1.83522 39.0162 104.845 -1.02465 -32.6736 -69.1692 17.2382 30.6571 56.1092 28.8556 -21.2343 1.02901 9.19876 63.1686 -0.0862596 0.569238 3.59289 47.2372
internal_weight=0 155121 28971 1254 92 66 1162 84 27717 518 305 27199 16680 354 88 10519 247 102 266 190 108 74 81 16326 620 92 126150 50870 12117 354
internal_count=678013 155121 28971 1254 92 66 1162 84 27717 518 305 27199 16680 354 88 10519 247 102 266 190 108 74 81 16326 620 92 126150 50870 12117 354
cat_boundaries=0 1 2 3 4 5
cat_threshold=1048608 2 2 2 663552
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=9
split_feature=12 8 11 14 12 13 12 13 14 13 11 6 11 12 12 13 11 0 12 11 12 11 12 13 12 13 12 13 6 11
split_gain=896124 3.90918e+06 4.40738e+06 5.16539e+07 8.5607e+06 3.81937e+06 3.15074e+06 1.12802e+07 1.05121e+07 1.19023e+07 2.23568e+07 2.80833e+07 1.29163e+08 1.07953e+08 3.04406e+08 2.16873e+07 4.57475e+07 9.76239e+07 7.78359e+07 1.17829e+08 3.93458e+07 2.07297e+07 2.02398e+07 5.39794e+07 4.8471e+07 2.60876e+07 9.74797e+06 2.63022e+07 4.91644e+07 8.02202e+07
threshold=14.500000000000002 1.0000000180025095e-35 3.5000000000000004 0 15.500000000000002 1 11.500000000000002 2 3 4 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 12.500000000000002 13.500000000000002 5 2.5000000000000004 1.0000000180025095e-35 13.500000000000002 3.5000000000000004 12.500000000000002 2.5000000000000004 12.500000000000002 6 13.500000000000002 7 13.500000000000002 8 1.0000000180025095e-35 3.5000000000000004
decision_type=2 2 2 1 2 9 2 9 1 9 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 9 2 9 2 2
left_child=6 5 -3 -4 -5 -2 -1 8 9 26 -11 15 13 -13 -15 -12 -17 -18 19 20 -19 22 25 24 -24 -14 -8 28 -28 -30
right_child=1 2 3 4 -6 -7 7 -9 -10 10 11 12 21 14 -16 16 17 18 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.049416532672015283 0.21246078753741959 -2.0442050652952899 -2.4275213395038886 -162.95940586090089 -75.936849227318405 -1.4545794363425992 -1.40915808584458 -1.9574776766927937 -0.29369055937100935 -1.9424308601704663 1.1586255724307257 -3.7526596851572145 37.259200636143774 136.88879292174155 -3.1127866821289061 -1.2366947641290231 0.023883675703952882 240.30355096544542 -8.7033027267456049 -6.2318918228149416 121.76218673161098 -2.1409506125150419 8.2304427260652595 -3.124912259120062 105.94993915758636 -6.3197375700841505 2.5794579444971304 -2.0451779504282368 58.904852282149456 -16.367975774940088
leaf_weight=521661 54967 1572 442 20 26 18315 11433 14022 28526 5154 9812 299 499 322 300 694 289 56 60 48 56 2291 109 1248 95 191 1596 3255 448 207
leaf_count=521661 54967 1572 442 20 26 18315 11433 14022 28526 5154 9812 299 499 322 300 694 289 56 60 48 56 2291 109 1248 95 191 1596 3255 448 207
internal_value=0 -0.325114 -4.62136 -12.9232 -113.773 -0.204344 0.0406869 0.620904 1.16073 2.23973 3.79952 5.60977 11.5509 45.6268 69.3639 2.72202 15.3363 38.2343 88.4289 124.853 181.033 4.47123 11.5434 4.84244 51.226 25.6444 0.255449 3.71241 11.9938 35.1163
internal_weight=0 75342 2060 488 46 73282 602671 81010 66988 38462 21523 16369 5354 921 622 11015 1203 509 220 160 112 4433 2142 1452 204 690 16939 5506 2251 655
internal_count=678013 75342 2060 488 46 73282 602671 81010 66988 38462 21523 16369 5354 921 622 11015 1203 509 220 160 112 4433 2142 1452 204 690 16939 5506 2251 655
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2 1461009 3848338 2 178304 1048592 1048576 16 131072
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=8
split_feature=11 13 2 12 12 2 13 12 12 14 13 12 12 13 12 12 12 12 14 12 13 14 6 3 0 12 12 12 12 12
split_gain=845855 5.15061e+06 1.29552e+07 2.28151e+07 4.0885e+08 5.45071e+06 1.43886e+07 4.99009e+07 3.2383e+08 1.56396e+07 1.37993e+07 3.31556e+07 1.39654e+08 1.01077e+07 1.70551e+07 8.02396e+07 5.70764e+06 1.75373e+07 5.29022e+07 5.20369e+06 1.31179e+07 2.65523e+07 2.51815e+07 6.1157e+06 5.93796e+06 4.82705e+06 1.44141e+07 4.15992e+06 3.61973e+06 3.63047e+06
threshold=3.5000000000000004 0 1.0000000180025095e-35 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 1 7.5000000000000009 6.5000000000000009 2 3 11.500000000000002 13.500000000000002 4 6.5000000000000009 7.5000000000000009 3.5000000000000004 2.5000000000000004 5 1.0000000180025095e-35 6 7 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 8.5000000000000018 1.5000000000000002 12.500000000000002 11.500000000000002
decision_type=2 9 2 2 2 2 9 2 2 1 9 2 2 9 2 2 2 2 1 2 9 1 2 2 2 2 2 2 2 2
left_child=-1 5 19 4 -4 -2 7 8 16 10 11 25 -13 -11 -15 -16 17 -7 -19 20 21 -3 23 24 -23 27 -27 -8 29 -9
right_child=1 2 3 -5 -6 6 9 28 -10 13 -12 12 -14 14 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.060765995471694506 0.38050352856709191 -2.1939601091980245 4.7589920887108015 0.3143515125910441 -406.30439138765689 1.6172117883211947 17.698535190929068 -11.112263721376658 300.89288848167246 -0.68854181661325342 -0.562363764974806 216.72243575119393 -9.7798656322337969 -4.3649978160858156 -196.38482421875003 -11.138261306060935 -7.1420436624380264 192.66439713977633 -9.2044503155876622 -1.1050478265912875 -1.0128554640847576 -2.2416930023504764 97.89820423783928 43.266750404682568 48.603506266276042 75.749200833228329 -9.8019976580584505 -18.682934778386898 1.5046214807479776 -44.794908180236817
leaf_weight=522892 124920 346 233 390 27 146 44 160 43 398 710 41 81 168 30 106 130 21 34 24859 1532 98 58 94 30 31 54 110 187 40
leaf_count=522892 124920 346 233 390 27 146 44 160 43 398 710 41 81 168 30 106 130 21 34 24859 1532 98 58 94 30 31 54 110 187 40
internal_value=0 0.205138 -1.03142 -14.9827 -37.9284 0.473607 5.06523 16.46 42.7247 0.0811182 7.68541 23.2776 66.3398 -11.5192 -24.8583 -52.0015 9.18625 19.7468 67.8727 -0.696144 4.01421 16.0762 39.2271 23.8986 9.67515 2.27 21.399 -8.28823 -8.49714 -17.8488
internal_weight=0 155121 27667 650 260 127454 2534 761 374 1773 1071 361 122 702 304 136 331 201 55 27017 2158 626 280 222 128 239 85 154 387 200
internal_count=678013 155121 27667 650 260 127454 2534 761 374 1773 1071 361 122 702 304 136 331 201 55 27017 2158 626 280 222 128 239 85 154 387 200
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1198817 131104 2 1048576 2177 2 524304 2
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=6
split_feature=14 12 13 3 12 11 11 12 6 12 11 13 13 2 13 12 12 11 12 12 12 11 11 7 13 12 8 12 12 11
split_gain=808930 4.18342e+06 1.03967e+07 1.88807e+07 1.39878e+08 9.64937e+07 3.19888e+08 8.39957e+06 1.53041e+07 6.23387e+07 1.74923e+08 4.01094e+06 3.93077e+06 7.58939e+06 2.14895e+07 1.80529e+07 5.96207e+07 1.00766e+08 3.19297e+07 1.12065e+07 1.20148e+07 4.43675e+07 1.06343e+08 7.17569e+06 6.97441e+06 1.19071e+07 4.52423e+06 5.3887e+07 9.49181e+07 1.02389e+08
threshold=0 10.500000000000002 1 1.0000000180025095e-35 11.500000000000002 2.5000000000000004 1.5000000000000002 20.500000000000004 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 2 3 1.0000000180025095e-35 4 2.5000000000000004 8.5000000000000018 2.5000000000000004 5.5000000000000009 5.5000000000000009 7.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5 6.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 2.5000000000000004
decision_type=1 2 9 2 2 2 2 2 2 2 2 9 9 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=12 -2 3 -3 5 6 -5 -4 -9 10 -10 -6 23 -14 15 -15 17 -17 -19 -16 21 22 -21 26 25 -23 -1 28 -28 -30
right_child=1 2 7 4 11 -7 -8 8 9 -11 -12 -13 13 14 19 16 -18 18 -20 20 -22 24 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-1.1984343998601124 0.29837459791350757 0.7509504873001116 -1.6197536182176546 -1.4891915215386284 -5.7666119519551593 -3.5629132202693392 512.20385790738192 0.149004854816147 250.59017879206959 -2.9152534208626584 -2.9042779898937838 14.390932431861536 -0.0041251000876712631 -10.453834074370716 -5.8351863755299167 -4.0373657972916313 7.50670815288718 131.16291440766435 290.92452607588336 -9.0838522860878399 2.8410526612896927 -3.7271117806434635 253.37827711838941 2.8469582746449316 -4.5035532746996196 58.017968524870327 -0.27745959461795905 -2.2254096349664954 -4.5857341948009678 157.86387563648793
leaf_weight=66387 260053 22050 47778 27 365 28 22 1277 41 290 81 124 265515 98 1332 46 197 29 22 38 3155 64 26 5172 214 61 281 3076 63 101
leaf_count=66387 260053 22050 47778 27 365 28 22 1277 41 290 81 124 265515 98 1332 46 197 29 22 38 3155 64 26 5172 214 61 281 3076 63 101
internal_value=0 0.111525 -0.562572 1.21333 19.2481 144.526 229.149 -1.37447 5.55584 22.3144 82.2865 -0.478721 -0.106978 0.0705406 3.82396 26.0515 39.106 103.282 200.08 1.98479 4.91791 21.1772 97.5414 -0.747156 6.76037 24.4486 -1.01317 2.47998 35.0054 95.4595
internal_weight=0 332136 72083 22616 566 77 49 49467 1689 412 122 489 345877 270797 5282 392 294 97 51 4890 3558 403 64 75080 339 125 69908 3521 445 164
internal_count=678013 332136 72083 22616 566 77 49 49467 1689 412 122 489 345877 270797 5282 392 294 97 51 4890 3558 403 64 75080 339 125 69908 3521 445 164
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 240288 165920 492302 16416 1048577
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=8
split_feature=5 13 12 11 12 13 14 12 12 13 4 12 14 13 11 12 11 6 12 7 11 11 13 6 11 12 12 13 0 11
split_gain=735810 8.7494e+06 4.989e+07 1.74684e+06 1.25504e+06 1.62154e+06 4.64129e+06 1.56629e+06 901710 6.12277e+06 4.34793e+06 4.30593e+06 6.88315e+06 1.23493e+07 1.89873e+07 2.16999e+07 2.8196e+07 1.77252e+08 2.48397e+08 1.67974e+07 2.38805e+07 1.20808e+07 2.04598e+07 3.99192e+07 6.41631e+07 8.84175e+07 1.95009e+08 1.06061e+07 8.5562e+07 1.02201e+08
threshold=1.0000000180025095e-35 0 8.5000000000000018 1.0000000180025095e-35 1.5000000000000002 1 2 1.0000000180025095e-35 11.500000000000002 3 1.0000000180025095e-35 14.500000000000002 4 5 1.0000000180025095e-35 13.500000000000002 1.5000000000000002 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 6 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 12.500000000000002 7 1.0000000180025095e-35 2.5000000000000004
decision_type=2 9 2 2 2 9 1 2 2 9 2 2 1 9 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2
left_child=8 2 -2 -4 5 6 7 -3 -1 10 11 12 13 14 -10 16 17 -16 -19 21 -21 22 23 -15 -25 26 -26 28 -18 -30
right_child=1 4 3 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 19 15 -17 27 18 -20 20 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.054947633128072451 155.1062578201294 16.559120402616614 -32.414961742219468 0.524296734298485 -2.6929735360453972 -2.3270392329422469 52.539396667480474 -7.6650489262172163 -1.67771163874083 -0.95130360157375515 -3.8379795882688921 0.016030408017008776 -0.0045782324197018043 -4.8138313850402836 -5.1357549209594735 0.090128065606541768 -2.2475281459899419 -3.3709046394131259 123.20639752690097 25.84008168132921 -0.69363662527369419 0.082468698555729608 -0.68943747651744658 -2.4484392920205762 7.6580395866842839 -7.825807663490032 -312.8201603379361 4.4859362669969531 -3.1379422495915339 117.27004847340771
leaf_weight=519472 24 51 21 69 3618 184 24 56 4995 34608 2208 56920 25990 500 1050 5176 754 299 322 577 823 10498 1341 129 34 58 43 7885 130 154
leaf_count=519472 24 51 21 69 3618 184 24 56 4995 34608 2208 56920 25990 500 1050 5176 754 299 322 577 823 10498 1341 129 34 58 43 7885 130 154
internal_value=0 -1.3443 24.8227 -7.16153 -2.16039 3.88817 11.8881 3.88105 0.008132 0.220232 0.558456 0.640994 1.22648 2.14673 3.69347 5.39708 7.98995 19.9114 62.2618 -0.149459 10.242 -1.30391 -8.21805 -21.1467 -52.8812 -101.073 -171.31 5.75742 15.2262 62.1537
internal_weight=0 4047 114 90 3933 315 131 107 673966 154494 119886 117678 60758 34768 20765 15770 10594 1671 621 14003 1400 12603 2105 764 264 135 77 8923 1038 284
internal_count=678013 4047 114 90 3933 315 131 107 673966 154494 119886 117678 60758 34768 20765 15770 10594 1671 621 14003 1400 12603 2105 764 264 135 77 8923 1038 284
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=96 1048577 2 1747346 2 1572882 131072 524288
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=7
split_feature=14 12 13 6 12 11 12 13 3 12 11 11 13 12 8 11 12 13 12 12 11 12 13 6 11 12 12 0 11 13
split_gain=776148 3.38548e+06 6.47261e+06 1.88192e+07 7.85789e+07 1.62166e+08 4.5204e+06 9.76227e+06 1.408e+07 1.01529e+08 6.76391e+07 2.25574e+08 3.49782e+06 3.23296e+06 5.09908e+06 1.19336e+08 2.8033e+08 2.72907e+07 5.61685e+07 3.20511e+06 2.90264e+06 8.42814e+06 1.91974e+07 1.09885e+07 4.52564e+07 5.96564e+07 2.80406e+07 3.28008e+07 3.29478e+07 6.52034e+06
threshold=0 20.500000000000004 1 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 10.500000000000002 2 1.0000000180025095e-35 11.500000000000002 2.5000000000000004 1.5000000000000002 3 11.500000000000002 1.0000000180025095e-35 3.5000000000000004 13.500000000000002 4 13.500000000000002 15.500000000000002 2.5000000000000004 8.5000000000000018 5 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 9.5000000000000018 1.0000000180025095e-35 1.5000000000000002 6
decision_type=1 2 9 2 2 2 2 9 2 2 2 2 9 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 9
left_child=-1 6 3 -3 5 -5 20 8 13 10 11 -10 -11 -8 19 17 -17 18 -16 -15 21 -2 23 26 25 -25 27 -23 -29 -22
right_child=1 2 -4 4 -6 -7 7 -9 9 12 -12 -13 -14 14 15 16 -18 -19 -20 -21 29 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.1047913968330328 -0.3050408421669013 1.859235669012377 -2.6556305520439549 273.14162512885201 -0.56360236256711393 0.1382339824329723 -1.725175086799807 -1.522198473711617 -1.6205600738525392 -8.2728924023286083 -3.4146341196695964 405.0987196044922 7.0256544206334262 1.6167663503161505 -1.561194782872354 -5.6037605590820316 340.55688417098099 2.8216133201331424 -149.29403397820212 -1.4226258148212161 1.6086571721642404 -1.5628470003604891 -0.69769660834386327 3.1879375691157037 -1.5680614833450206 41.118237729048907 -4.351795597579919 9.6669140915132221 41.094100077979618 0.01599188797938968
leaf_weight=345877 132166 1149 944 36 247 55 4974 44547 30 252 30 25 338 14458 62 75 34 218 44 4565 43911 1400 12789 854 1712 806 2879 1059 487 61990
leaf_count=345877 132166 1149 944 36 247 55 4974 44547 30 252 30 25 338 14458 62 75 34 218 44 4565 43911 1400 12789 854 1712 806 2879 1059 487 61990
internal_value=0 0.109238 3.82735 7.90765 28.7026 108.14 0.0818229 -0.633645 0.943261 15.1909 117.37 183.252 0.47022 0.549986 1.13164 11.862 102.373 -18.5877 -57.4632 0.887395 0.273452 -0.00345948 1.80946 5.29082 9.83964 21.6047 2.66666 9.52549 19.5667 0.676531
internal_weight=0 332136 2431 1487 338 91 329705 69652 25105 675 85 55 590 24430 19456 433 109 324 106 19023 260053 154152 21986 9197 3372 1660 5825 2946 1546 105901
internal_count=678013 332136 2431 1487 338 91 329705 69652 25105 675 85 55 590 24430 19456 433 109 324 106 19023 260053 154152 21986 9197 3372 1660 5825 2946 1546 105901
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2 657680 518816 131104 131072 80 2519892
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=9
split_feature=12 13 13 12 12 13 12 0 11 12 11 14 2 14 3 12 14 11 11 13 12 6 14 12 5 12 4 13 12 11
split_gain=682668 5.07024e+06 3.47009e+06 8.78232e+06 7.62128e+06 8.54752e+06 1.1459e+07 4.22793e+07 1.90875e+08 4.16471e+08 1.32477e+09 5.4275e+06 5.24298e+06 7.48698e+06 4.56856e+06 3.30973e+07 1.13697e+08 9.46167e+07 6.10267e+06 1.54146e+07 6.43413e+07 2.51259e+08 5.88635e+08 5.43128e+07 1.22437e+07 5.84303e+07 5.88578e+06 3.62375e+07 1.34919e+08 1.59877e+07
threshold=11.500000000000002 0 1 10.500000000000002 4.5000000000000009 2 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 6.5000000000000009 3.5000000000000004 3 1.0000000180025095e-35 4 1.0000000180025095e-35 10.500000000000002 5 1.5000000000000002 1.0000000180025095e-35 6 6.5000000000000009 1.0000000180025095e-35 7 5.5000000000000009 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 8 10.500000000000002 2.5000000000000004
decision_type=2 9 9 2 2 9 2 2 2 2 2 1 2 1 2 2 1 2 2 9 2 2 1 2 2 2 2 9 2 2
left_child=2 -2 3 11 -4 6 7 12 -9 -10 -11 -1 -6 -14 18 -16 -17 -18 19 20 21 -7 -23 -24 -21 -26 -20 28 29 -28
right_child=1 -3 4 -5 5 14 -8 8 9 10 -12 -13 13 -15 15 16 17 -19 26 24 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.59126019604022639 0.52270516601476258 -0.77205310046501963 -0.25629102551567468 -2.3145815515226871 4.0390341550111772 -5.6093635596481022 0.44089300120013886 -1.1221324449822645 -8.3358880542573477 974.44489695231118 -19.984139086749103 0.26643541456447511 12.60173048400879 -62.074320602416996 1.8695070111275323 -6.505240333480323 -0.61623764038085938 247.37744119644168 -0.063275988095796917 0.33399015048641822 -0.86090559839111558 548.82647816975918 119.69243909050438 -24.866371183575325 183.28906274523055 -8.9443649441003803 -3.7237522662331481 -2.842350130597771 186.11984967601543 33.01216864102129
leaf_weight=136379 115372 40980 118294 19565 2192 306 3045 397 84 21 37 160734 25 29 9487 149 25 40 61420 6146 1098 30 51 53 21 64 277 1436 49 207
leaf_count=136379 115372 40980 118294 19565 2192 306 3045 397 84 21 37 160734 25 29 9487 149 25 40 61420 6146 1098 30 51 53 21 64 277 1436 49 207
internal_value=0 0.183332 -0.0548879 -0.262388 0.265678 0.977977 4.67281 9.31658 34.468 133.97 340.068 -0.127259 3.2807 -27.5021 0.710911 2.74677 41.6374 151.995 0.433461 3.07875 12.0087 44.3971 158.591 46.023 0.853923 38.5486 0.109253 5.49105 27.4805 11.9877
internal_weight=0 156352 521661 316678 204983 86689 5830 2785 539 142 58 297113 2246 54 80859 9701 214 65 71158 7769 1538 440 134 104 6231 85 63389 1969 533 484
internal_count=678013 156352 521661 316678 204983 86689 5830 2785 539 142 58 297113 2246 54 80859 9701 214 65 71158 7769 1538 440 134 104 6231 85 63389 1969 533 484
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1739154 1737106 68 2 2 2 4097 2 4096
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=6
split_feature=11 13 12 1 14 9 12 12 4 12 12 12 2 12 14 12 10 12 14 14 6 12 0 2 14 12 12 12 12 12
split_gain=698366 4.52999e+06 1.48247e+07 1.27269e+08 7.88489e+08 4.67921e+07 8.83542e+07 4.53492e+07 8.8724e+06 1.36388e+07 1.00731e+08 3.57209e+06 2.10388e+07 5.47579e+07 1.42425e+08 1.0968e+07 1.53348e+07 2.17097e+07 2.49193e+07 5.63586e+06 7.83424e+06 9.07183e+06 8.86026e+06 4.10928e+06 7.70835e+06 1.9426e+07 6.15004e+07 4.47166e+06 9.81185e+06 3.4841e+06
threshold=3.5000000000000004 0 16.500000000000004 1.0000000180025095e-35 1 1.0000000180025095e-35 17.500000000000004 19.500000000000004 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 10.500000000000002 1.0000000180025095e-35 12.500000000000002 2 12.500000000000002 1.0000000180025095e-35 11.500000000000002 3 4 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5 6.5000000000000009 7.5000000000000009 6.5000000000000009 8.5000000000000018 8.5000000000000018
decision_type=2 9 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 1 2 2 2 2 1 2 2 2 2 2
left_child=-1 2 8 5 -5 -4 -7 -6 11 10 -10 23 15 14 -14 16 19 -18 -19 -13 21 -21 -23 -2 27 -26 -27 -25 -29 -3
right_child=1 29 3 4 7 6 -8 -9 9 -11 -12 12 13 -15 -16 -17 17 18 -20 20 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.055240785486046357 0.20109626223359617 0.2963394943906526 -2.6391044893962583 617.13561757405603 -162.74084440867108 232.68390185546875 3.1930534587186927 10.338038137482435 7.7833890093399791 -6.4750818586841081 198.22154698525708 0.60717857826046828 246.11692832497988 -9.2310752469439841 -80.422759628295907 -2.025314603968372 0.43601146127985813 106.98277740478517 -8.7003341674804684 6.5248898583299981 -2.2885506686879626 12.826011979689293 52.13404238361958 -6.8240586912477177 -4.7931619630242785 -209.06394042968751 11.174017906188965 65.651405679025956 -9.7208059457632228 -0.82109406784088435
leaf_weight=522892 19798 86750 1025 24 24 25 51 41 267 194 31 1230 34 86 22 3028 87 60 27 272 268 109 121 154 137 21 32 31 39 41133
leaf_count=522892 19798 86750 1025 24 24 25 51 41 267 194 31 1230 34 86 22 3028 87 60 27 272 268 109 121 154 137 21 32 31 39 41133
internal_value=0 0.186372 1.35705 12.2724 127.296 2.97444 78.6835 -53.568 0.858898 14.1603 27.5941 0.602822 2.90207 40.8789 117.833 1.86541 7.2845 35.7586 71.0811 4.80726 11.5165 18.8865 33.5055 -0.00509383 -9.86536 -24.6812 -76.0901 2.70168 23.6583 -0.0630731
internal_weight=0 155121 27238 1190 89 1101 76 65 26048 492 298 25556 5344 142 56 5202 2174 174 87 2000 770 502 230 20212 414 190 53 224 70 127883
internal_count=678013 155121 27238 1190 89 1101 76 65 26048 492 298 25556 5344 142 56 5202 2174 174 87 2000 770 502 230 20212 414 190 53 224 70 127883
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=1048576 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=7
split_feature=12 13 1 14 12 11 1 14 11 12 11 12 12 12 11 13 12 11 12 14 11 6 12 12 11 0 13 12 12 13
split_gain=654009 4.52997e+06 1.15004e+07 2.98415e+07 5.50766e+07 5.65517e+07 8.16274e+06 4.87395e+07 4.05174e+08 7.76037e+08 3.01436e+07 1.03926e+08 5.60582e+06 4.88202e+06 8.32505e+06 3.7389e+06 1.58794e+07 2.0743e+06 1.78381e+06 1.70957e+06 3.06332e+06 5.67258e+06 1.24614e+07 7.75791e+07 1.61734e+06 4.02254e+06 7.70118e+06 2.46405e+07 1.24445e+06 4.25524e+06
threshold=17.500000000000004 0 1.0000000180025095e-35 1 18.500000000000004 3.5000000000000004 1.0000000180025095e-35 2 3.5000000000000004 19.500000000000004 3.5000000000000004 18.500000000000004 19.500000000000004 18.500000000000004 2.5000000000000004 3 19.500000000000004 2.5000000000000004 20.500000000000004 4 1.5000000000000002 1.0000000180025095e-35 20.500000000000004 21.500000000000004 3.5000000000000004 1.0000000180025095e-35 5 18.500000000000004 11.500000000000002 6
decision_type=2 9 2 1 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 9 2 2 9
left_child=28 2 -2 4 5 -4 19 8 13 -10 15 -12 -13 14 -8 16 -9 -15 -6 24 21 -21 -23 -24 -3 -26 27 -27 -1 -30
right_child=1 6 3 -5 18 -7 7 10 9 -11 11 12 -14 17 -16 -17 -18 -19 -20 20 -22 22 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.049841590411488695 -1.6187369348602065 -1.2570561798125803 -42.766951815835363 -0.73650085549309574 0.40522289578876802 -250.28510233561198 -3.7245612087033013 93.662787316242856 696.9550066223145 -90.97249743652344 -258.31509277343747 -53.636453909873971 6.2091233789920812 -4.4963432405053112 -66.112317395891466 0.79064914943785647 1.550855614157284 24.447949132611676 -28.896075094899825 -0.11984686091902658 -0.90524953556505394 2.6521468878606074 128.42307554244994 -2.0934632518304088 -1.91820748141203 82.446240733753555 1.7150672003374261 -1.4991056839625041 0.74778309291956291 -0.42188867544039649
leaf_weight=521661 5830 11612 29 318 63 24 55 24 25 25 20 20 72 123 35 706 85 31 31 1199 2574 586 60 189 945 55 462 96 80305 50753
leaf_count=521661 5830 11612 29 318 63 24 55 24 25 25 20 20 72 123 35 706 85 31 31 1199 2574 586 60 189 945 55 462 96 80305 50753
internal_value=0 -0.498882 -2.82138 -17.9603 -55.22 -136.737 0.271979 8.18139 43.6586 302.991 -3.07027 -51.7141 -6.80078 -9.48338 -27.9865 3.61452 19.9977 1.33011 -9.25797 -0.27109 1.38673 4.28721 10.6154 29.3563 -0.851139 2.17422 8.4831 27.271 0.0193674 0.294846
internal_weight=0 25294 6295 465 147 53 18999 1221 294 50 927 112 92 244 90 815 109 154 94 17778 4608 2034 835 249 13170 1558 613 151 652719 131058
internal_count=678013 25294 6295 465 147 53 18999 1221 294 50 927 112 92 244 90 815 109 154 94 17778 4608 2034 835 249 13170 1558 613 151 652719 131058
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=133383 2 2 4096 2 16 690450
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=10
split_feature=11 13 6 12 13 12 0 14 11 9 14 11 12 11 13 12 12 12 12 14 13 12 12 14 13 12 12 12 14 11
split_gain=671266 7.01971e+06 5.30882e+06 9.11249e+06 1.22055e+07 9.54738e+06 4.38856e+07 1.80608e+07 4.57977e+07 1.34725e+07 2.81619e+07 5.20364e+07 7.88699e+06 7.87822e+06 2.60733e+07 6.69545e+07 2.92876e+08 2.01615e+07 1.34634e+08 1.81386e+08 1.00554e+08 1.82926e+07 3.87499e+07 4.32142e+07 4.45623e+07 1.5561e+07 1.41913e+07 5.32609e+07 1.68915e+08 6.58507e+06
threshold=1.5000000000000002 0 1.0000000180025095e-35 3.5000000000000004 1 2.5000000000000004 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 4 6.5000000000000009 5.5000000000000009 12.500000000000002 13.500000000000002 5 6 5.5000000000000009 4.5000000000000009 7 8 4.5000000000000009 20.500000000000004 21.500000000000004 9 1.0000000180025095e-35
decision_type=2 9 2 2 9 2 2 1 2 2 1 2 2 2 9 2 2 2 2 1 9 2 2 1 9 2 2 2 1 2
left_child=1 -1 3 4 5 -3 9 29 -9 -7 11 -11 -5 14 15 16 25 21 19 20 -19 22 -15 -24 -25 -4 -16 28 -28 -8
right_child=-2 2 13 12 -6 6 7 8 -10 10 -12 -13 -14 17 26 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.98698256487129365 0.059721914100732555 2.0063541266397098 -3.7979796501897995 -3.5455544000408192 -1.084774289874358 -5.2541173564384183 -1.492668695143986 45.150343389083183 -3.0018318935249093 15.598129381452289 -4.3558013994353164 200.72668207341974 -0.31650684112515909 1.2283112154009799 -0.83641049024747738 -2.4650470715478221 250.7035111349137 121.29623431096311 -1.0662818886211667 -4.4486974263324424 1.2430744995941989 -2.8203147823871308 -4.9559262559220603 62.047684575175197 -1.7559327261788504 54.511817669046337 -1.4518054573624224 -1.7612851183357543 266.95061257102276 23.454902170218674
leaf_weight=65871 498597 8945 217 9055 9659 1568 343 624 289 49 140 22 45944 3359 22386 653 61 295 2503 358 101 5457 296 354 165 58 81 377 33 153
leaf_count=65871 498597 8945 217 9055 9659 1568 343 624 289 49 140 22 45944 3359 22386 653 61 295 2503 358 101 5457 296 354 165 58 81 377 33 153
internal_value=0 -0.165838 0.310594 -0.162434 1.56815 3.67798 8.37984 21.5634 29.9083 -2.06182 21.6611 72.9619 -0.848135 1.29899 0.223106 16.0368 52.4715 3.29131 10.0927 47.1362 93.771 0.991232 5.97437 25.5351 42.925 8.50009 -0.467345 16.3498 76.2436 6.20285
internal_weight=0 179416 113545 76791 21792 12133 3188 1409 913 1779 211 71 54999 36754 23866 989 336 12888 3257 754 396 9631 4174 815 519 275 22877 491 114 496
internal_count=678013 179416 113545 76791 21792 12133 3188 1409 913 1779 211 71 54999 36754 23866 989 336 12888 3257 754 396 9631 4174 815 519 275 22877 491 114 496
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=3828132 65554 2 2 4096 2 16 2 16 2
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=7
split_feature=13 12 4 13 12 11 12 11 12 14 12 12 12 11 11 14 12 4 12 12 14 12 11 6 12 13 0 13 12 11
split_gain=826330 2.67949e+06 5.24968e+06 2.05831e+07 3.06249e+07 7.96527e+07 7.69396e+06 7.03556e+06 1.70763e+07 4.7563e+07 6.52561e+07 5.16792e+06 4.14207e+06 1.30179e+08 1.15194e+08 3.92951e+06 3.23916e+06 3.11975e+06 3.04068e+06 6.95541e+06 7.165e+06 3.00477e+06 1.42584e+07 3.36117e+07 4.0281e+07 2.0833e+07 7.23072e+06 1.34767e+07 1.40792e+07 1.70847e+07
threshold=0 11.500000000000002 1.0000000180025095e-35 1 10.500000000000002 2.5000000000000004 10.500000000000002 2.5000000000000004 6.5000000000000009 2 8.5000000000000018 2.5000000000000004 7.5000000000000009 3.5000000000000004 3.5000000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 4 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 5 1.0000000180025095e-35 6 9.5000000000000018 2.5000000000000004
decision_type=9 2 2 9 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 9 2 9 2 2
left_child=1 2 6 4 7 -6 15 18 11 -10 12 16 13 -11 -14 -1 -9 -3 19 -4 -21 -17 23 -23 -25 -26 -24 28 29 -28
right_child=-2 17 3 -5 5 -7 -8 8 9 10 -12 -13 14 -15 -16 21 -18 -19 -20 20 -22 22 26 24 25 -27 27 -29 -30 -31
leaf_value=-0.51591215503763865 0.16857940124574378 0.41482713425549111 -0.23887173656220742 -1.271238811446133 146.67952939752948 -9.2649144358449167 -2.0792430778151338 -8.2198582389137975 -2.1768408493200937 263.09165398092836 6.7163957184436276 -3.3237288675921457 -59.687864486030918 -41.094322458903001 260.38309756192297 0.0074385424421298061 22.396518354238193 -3.3876715489439988 -4.307226446058503 62.741535931098753 5.8181554953257244 -0.4254946493147026 -1.2037612924756773 1.8968720107151169 37.510330945186062 0.011542458109336325 24.901083260924374 -0.58001559273568715 1.1347524764945915 -2.3673748837166895
leaf_weight=150518 203992 114745 267 4403 57 77 21809 44 240 34 102 451 23 24 22 152030 161 2199 491 41 48 3219 14736 985 787 192 796 4087 1110 323
leaf_count=150518 203992 114745 267 4403 57 77 21809 44 240 34 102 451 23 24 22 152030 161 2199 491 41 48 3219 14736 985 787 192 796 4087 1110 323
internal_value=0 -0.0721236 -0.208187 2.61105 10.7756 57.0697 -0.260335 7.64646 12.9176 28.0384 63.4124 2.66031 119.558 137.222 96.7913 -0.139682 15.8252 0.343325 0.794625 7.83117 32.0413 0.177987 1.16631 5.86471 16.1744 30.5394 0.00955848 2.84038 9.07377 17.03
internal_weight=0 474021 357077 6485 2082 134 350592 1948 1101 445 205 656 103 58 45 328783 205 116944 847 356 89 178265 26235 5183 1964 979 21052 6316 2229 1119
internal_count=678013 474021 357077 6485 2082 134 350592 1948 1101 445 205 656 103 58 45 328783 205 116944 847 356 89 178265 26235 5183 1964 979 21052 6316 2229 1119
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1741722 1053312 2 2 2 16 16
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=8
split_feature=13 12 4 13 12 11 12 11 11 12 12 12 12 14 12 11 13 14 12 12 14 12 14 11 8 12 8 12 11 13
split_gain=668867 2.16952e+06 4.25125e+06 1.68773e+07 5.79798e+07 8.38077e+07 6.23291e+06 5.79132e+06 1.58362e+07 3.23191e+07 1.42254e+08 7.23552e+06 6.34833e+06 5.49605e+06 6.10019e+06 4.84054e+06 6.41984e+06 9.74645e+06 5.14722e+07 5.93893e+06 3.18502e+06 2.91188e+06 7.32211e+06 8.05688e+06 1.76657e+08 6.48665e+08 2.03213e+07 3.91668e+07 2.57139e+07 5.72874e+06
threshold=0 11.500000000000002 1.0000000180025095e-35 1 10.500000000000002 2.5000000000000004 10.500000000000002 3.5000000000000004 2.5000000000000004 6.5000000000000009 7.5000000000000009 2.5000000000000004 8.5000000000000018 2 6.5000000000000009 3.5000000000000004 3 4 7.5000000000000009 3.5000000000000004 5 14.500000000000002 6 3.5000000000000004 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 13.500000000000002 1.5000000000000002 7
decision_type=9 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 9 1 2 2 1 2 1 2 2 2 2 2 2 9
left_child=1 2 6 4 7 -6 20 8 -4 -10 -11 -9 -12 -13 -15 -5 17 19 -19 -17 -1 22 29 26 -25 -26 -24 -28 -29 -3
right_child=-2 21 3 15 5 -7 -8 11 9 10 12 13 -14 14 -16 16 -18 18 -20 -21 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=-0.46432097804178096 0.15172229577979135 2.5430883291108541 0.98688914409811579 -1.3792670402889846 203.09243463215077 -9.8267454677157939 -1.8713187262739066 27.698510716756189 -2.8343792806144892 239.19195319039483 -35.305304348853326 -2.375227053269096 20.751707024409853 -15.112424159694363 -79.055937500000013 27.388228393554687 0.35289388929817345 -2.4120095163021449 123.31549047916495 -6.4550135442188807 0.16039590065000953 -0.21275274466445745 -0.74498480243689436 0.071174107621279348 -1.968350182958396 588.3107812245687 -7.0190454233103781 -8.4950002318934406 -110.93271496814231 -0.25007684898962051
leaf_weight=150518 203992 24925 482 4335 38 36 21809 45 131 35 31 92 58 37 25 75 744 106 47 168 178265 55867 21437 3653 83 24 435 38 69 10413
leaf_count=150518 203992 24925 482 4335 38 36 21809 45 131 35 31 92 58 37 25 75 744 106 47 168 178265 55867 21437 3653 83 24 435 38 69 10413
internal_value=0 -0.064836 -0.187268 2.34975 14.1582 99.5101 -0.234196 7.56152 11.6489 31.8022 68.394 -7.57611 1.22623 -17.8836 -40.8961 0.145267 5.94378 16.0341 36.2102 3.99043 -0.125602 0.308993 0.786233 -0.496702 3.78087 130.431 -1.22848 -20.3514 -74.553 1.72068
internal_weight=0 474021 357077 6485 1010 74 350592 936 737 255 124 199 89 154 62 5475 1140 396 153 243 328783 116944 61077 25739 3760 107 21979 542 107 35338
internal_count=678013 474021 357077 6485 1010 74 350592 936 737 255 124 199 89 154 62 5475 1140 396 153 243 328783 116944 61077 25739 3760 107 21979 542 107 35338
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1741722 4736 2 1048576 2 2 2 1576978
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=9
split_feature=11 13 13 12 12 7 11 13 14 11 9 11 14 13 7 12 11 12 14 4 13 11 12 12 11 12 12 14 11 12
split_gain=654030 5.52022e+06 3.72056e+06 4.39593e+06 9.44354e+06 2.06444e+07 5.35319e+07 7.45278e+07 1.01179e+08 7.69646e+07 1.467e+07 2.45101e+07 2.91755e+07 6.2722e+06 6.65376e+06 2.13073e+07 1.48782e+07 3.08747e+07 2.85475e+07 5.6941e+06 2.01778e+07 2.30087e+07 2.03362e+07 1.77895e+08 3.08168e+07 4.9114e+07 2.42474e+08 5.61584e+06 3.52728e+06 1.24585e+07
threshold=1.5000000000000002 0 1 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 2 3 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 4 5 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 6 1.0000000180025095e-35 7 3.5000000000000004 11.500000000000002 10.500000000000002 2.5000000000000004 7.5000000000000009 6.5000000000000009 8 3.5000000000000004 1.0000000180025095e-35
decision_type=2 9 9 2 2 2 2 9 1 2 2 2 1 9 2 2 2 2 1 2 9 2 2 2 2 2 2 1 2 2
left_child=1 -1 3 13 5 10 -7 8 -8 -10 -5 12 -12 28 -15 16 17 -16 -19 -6 21 22 23 24 -21 26 -26 -23 -2 -30
right_child=2 -3 -4 4 19 6 7 -9 9 -11 11 -13 -14 14 15 -17 -18 18 -20 20 -22 27 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-1.0168824919180324 -3.2368390187415041 0.19704909923789521 0.22520600264624019 0.38858258383425615 -0.46563290037269739 -4.5743392298835861 11.246280420091418 -5.1864398817334862 197.22367132778825 -8.4687759399414073 71.986287202408064 -4.3970094406065137 3.4851489494586816 -0.5885344702374401 -3.9359285413301905 -4.6986602307007734 3.0091082203432205 -4.7009696748521597 79.589528437328951 -2.7201008338019963 -2.0911797832122003 -3.2107363459575611 -0.27280751245464396 270.98862983949721 -8.8805417721088116 -19.676646147383021 381.05916190769364 -47.080681169297961 15.824418758082864 -2.7823752882276267
leaf_weight=53272 15257 126144 364132 7206 87405 458 90 165 87 23 134 243 116 17703 130 743 271 54 157 210 1362 83 167 31 52 47 23 45 453 1750
leaf_count=53272 15257 126144 364132 7206 87405 458 90 165 87 23 134 243 116 17703 130 743 271 54 157 210 1362 83 167 31 52 47 23 45 453 1750
internal_value=0 -0.163436 0.059209 -0.3903 -0.0412056 3.13955 18.1934 46.7622 85.5993 154.215 1.53034 18.219 40.2018 -1.32673 -0.071556 6.68221 20.4992 34.3989 58.0176 -0.344325 4.90466 19.1265 28.6069 41.8931 20.5017 60.4735 110.701 -18.6338 -2.6952 1.04372
internal_weight=0 179416 498597 134465 97947 8522 823 365 200 110 7699 493 250 36518 19058 1355 612 341 211 89425 2020 658 530 363 332 122 75 128 17460 2203
internal_count=678013 179416 498597 134465 97947 8522 823 365 200 110 7699 493 250 36518 19058 1355 612 341 211 89425 2020 658 530 363 332 122 75 128 17460 2203
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=3811716 299034 16 2 2 18 2 4096 2
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=11
split_feature=12 12 13 0 14 13 2 11 1 11 14 13 0 11 14 14 11 11 11 14 11 11 2 13 11 12 11 13 7 13
split_gain=609119 3.46223e+06 6.00383e+07 1.91962e+08 3.73815e+08 1.04806e+07 2.10749e+07 2.43649e+08 1.66138e+07 1.11352e+07 1.06443e+07 7.01928e+06 1.3577e+07 3.34829e+07 7.56212e+07 5.4822e+06 7.7144e+06 7.29457e+06 5.13016e+06 8.34402e+06 3.94517e+06 7.33063e+06 2.98381e+06 5.49386e+06 2.97376e+07 6.63468e+07 2.93587e+06 2.7582e+06 2.56802e+06 9.14791e+06
threshold=7.5000000000000009 6.5000000000000009 0 1.0000000180025095e-35 1 2 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 3 4 1.0000000180025095e-35 1.0000000180025095e-35 5 6 3.5000000000000004 2.5000000000000004 2.5000000000000004 7 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 8 3.5000000000000004 1.5000000000000002 3.5000000000000004 9 1.0000000180025095e-35 10
decision_type=2 2 9 2 1 9 2 2 2 2 1 9 2 2 1 1 2 2 2 1 2 2 2 9 2 2 2 9 2 9
left_child=1 22 3 15 -5 6 8 9 11 -8 -11 12 -4 14 -14 16 -3 -17 -15 -20 21 -10 -1 24 -24 -26 -22 -25 -7 -30
right_child=-2 2 5 4 -6 28 7 -9 20 10 -12 -13 13 18 -16 17 -18 -19 19 -21 26 -23 23 27 25 -27 -28 -29 29 -31
leaf_value=0.028650075691574291 -0.10978928354522749 0.026537444099547371 2.7472163583451858 -32.693169483385589 416.98428590562611 -0.85628318824349159 -4.0946224578073096 223.36230377784142 7.6840293045043957 -10.583167866298131 -92.791783841451021 0.70770302604846691 195.33204373752369 -0.35472946069678485 0.40653244654337573 7.0660948654015856 58.580973859514508 -38.876245555171266 -1.7317648380360706 57.855537447016289 -2.885461439405169 55.254326671102774 -2.1722500360929051 -0.083214648532226473 -25.016317947387698 216.09042280287969 27.206801149442601 -4.7009833437467092 17.080416260377781 -0.20258164927819977
leaf_weight=350514 288779 63 1115 38 36 20933 107 52 50 28 36 7495 34 196 48 96 35 54 47 47 56 92 260 2073 25 21 77 3461 360 1785
leaf_count=350514 288779 63 1115 38 36 20933 107 52 50 28 36 7495 34 196 48 96 35 54 47 47 56 92 260 2073 25 21 77 3461 360 1785
internal_value=0 0.081893 1.06375 43.3739 186.069 0.631783 3.42933 33.8111 2.70114 -23.8302 -56.8255 1.95987 8.21125 24.8094 81.2293 2.54449 20.9388 -9.47315 8.85617 28.0619 26.9125 38.5042 -0.00870059 -2.25047 10.594 85.0542 14.5364 -2.97447 -0.518384 2.77675
internal_weight=0 389234 32880 322 74 32558 9480 223 9257 171 64 8982 1487 372 82 248 98 150 290 94 275 142 356354 5840 306 46 133 5534 23078 2145
internal_count=678013 389234 32880 322 74 32558 9480 223 9257 171 64 8982 1487 372 82 248 98 150 290 94 275 142 356354 5840 306 46 133 5534 23078 2145
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=4 2 2762816 2 2105408 2 2 2 2130464 919553 1048576
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=10
split_feature=5 13 11 12 11 12 11 12 13 1 12 14 11 1 12 11 11 14 11 14 13 12 13 14 11 12 14 13 6 12
split_gain=593338 3.45181e+06 3.70252e+07 1.50781e+06 2.94472e+06 714904 1.41981e+06 569949 3.76738e+06 1.14244e+07 2.93472e+07 5.10334e+07 4.02865e+07 9.18359e+06 6.32083e+07 8.27592e+08 2.36157e+07 8.30895e+07 4.0435e+06 4.19773e+06 2.56845e+06 3.83132e+06 1.93954e+06 4.41649e+06 5.11365e+06 1.45761e+06 1.21212e+06 2.48253e+06 3.40959e+06 1.10665e+07
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 17.500000000000004 1 1.0000000180025095e-35 18.500000000000004 2 3.5000000000000004 1.0000000180025095e-35 18.500000000000004 3.5000000000000004 3.5000000000000004 3 2.5000000000000004 4 5 20.500000000000004 6 7 3.5000000000000004 20.500000000000004 8 9 1.0000000180025095e-35 20.500000000000004
decision_type=2 9 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 1 2 1 9 2 9 1 2 2 1 9 2 2
left_child=7 2 -2 4 -4 6 -3 -1 13 -10 11 12 -11 26 15 18 20 -18 -15 -20 21 -16 23 24 -12 -19 -9 28 -28 -30
right_child=1 5 3 -5 -6 -7 -8 8 9 10 22 -13 -14 14 16 -17 17 25 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.025541816227376269 140.13282470703126 -2.7317982438031367 44.574562905051494 -1.2302533106715359 -4.7118027015968611 -2.5178052589035271 18.927461989382479 -0.79168355617297248 -1.2687331671108701 -43.177546616756558 -3.5089754061265426 -2.3813084175787775 -200.6500183105469 1.6787667165986069 39.963550617383873 611.63186384836843 -230.72357940673828 -19.939278362958859 -53.746261041814627 -4.9947881372351404 0.59042042230233316 2.8121612494332453 4.0851292421633598 -0.56225697517395024 -71.690904929421166 5.7424490592058968 -0.045904813338912727 -2.1758647613702937 1.5738604890800829 24.004222120179072
leaf_weight=648971 20 85 22 377 27 3469 47 12409 6474 33 22 83 32 139 46 24 20 39 33 38 691 70 223 120 22 51 1713 1494 931 288
leaf_count=648971 20 85 22 377 27 3469 47 12409 6474 33 22 83 32 139 46 24 20 39 33 38 691 70 223 120 22 51 1713 1494 931 288
internal_value=0 -1.20697 7.0006 0.914592 17.4168 -2.23674 4.98021 0.00749448 -0.461087 -2.42586 -16.4735 -54.3467 -120.702 0.305748 8.94779 55.338 -2.89005 -46.3567 -8.23848 -27.6539 3.03477 16.1522 -1.98975 -9.89579 -37.5999 -5.3863 -0.284922 1.13587 2.82116 6.87324
internal_weight=0 4047 446 426 49 3601 132 673966 24995 7009 535 148 65 17986 1151 234 917 110 210 71 807 116 387 164 44 90 16835 4426 2932 1219
internal_count=678013 4047 446 426 49 3601 132 673966 24995 7009 535 148 65 17986 1151 234 917 110 210 71 807 116 387 164 44 90 16835 4426 2932 1219
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=33 1700048 2 2 2 4096 131076 2 2 540688
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=7
split_feature=1 13 12 12 14 11 11 11 12 12 12 14 11 14 12 12 11 11 12 13 13 11 14 12 12 12 11 11 12 11
split_gain=560013 1.30896e+07 1.07028e+07 1.30596e+08 3.57636e+08 3.03787e+08 2.31183e+07 1.51698e+07 1.62526e+07 6.66367e+06 6.66091e+06 1.15641e+07 1.93749e+07 6.44191e+06 1.68576e+07 2.70638e+07 5.55017e+07 6.2088e+06 3.41658e+06 5.2705e+06 2.3789e+06 4.48366e+06 3.98881e+07 3.62753e+07 3.55383e+06 1.49365e+07 2.31043e+07 3.10231e+06 7.99902e+06 2.56195e+06
threshold=1.0000000180025095e-35 0 17.500000000000004 18.500000000000004 1 2.5000000000000004 2.5000000000000004 3.5000000000000004 19.500000000000004 23.500000000000004 15.500000000000002 2 3.5000000000000004 3 17.500000000000004 18.500000000000004 3.5000000000000004 2.5000000000000004 3.5000000000000004 4 5 1.0000000180025095e-35 6 4.5000000000000009 6.5000000000000009 7.5000000000000009 2.5000000000000004 3.5000000000000004 2.5000000000000004 3.5000000000000004
decision_type=2 9 2 2 1 2 2 2 2 2 2 1 2 1 2 2 2 2 2 9 9 2 1 2 2 2 2 2 2 2
left_child=-1 2 10 4 5 -4 -6 -5 -9 -10 20 12 -12 14 -3 16 17 -16 19 -15 -2 22 23 -22 27 26 -26 -23 -29 -27
right_child=1 13 3 7 6 -7 -8 8 9 -11 11 -13 -14 18 15 -17 -18 -19 -20 -21 21 24 -24 -25 25 29 -28 28 -30 -31
leaf_value=0.015107264255246831 1.1061512966424045 -4.0772798081501644 -2.9543070419974953 0.75976613201993581 6.895885748493261 459.84759451376425 -114.64157104772681 -121.90031502133326 -43.881325450150868 21.119838579495749 -13.784873448477851 -0.62838136862355765 -114.49648602559017 9.0963141451655201 0.43434717966162639 -7.0367522637481272 -180.22176475524904 -65.188111223493308 -2.360274714350215 -0.99831577769303237 190.56485204282015 -2.4857976485198403 -3.8885725825087833 10.952475166320802 87.331098027814903 0.26981925285614289 -2.7064621707849335 59.430286865234372 -1.9056510611756208 15.964195439219475
leaf_weight=660306 3121 2724 23 376 29 37 34 21 46 24 72 282 26 730 46 184 32 21 6263 1717 23 795 159 22 57 555 57 30 73 128
leaf_count=660306 3121 2724 23 376 29 37 34 21 46 24 72 282 26 730 46 184 32 21 6263 1717 23 795 159 22 57 555 57 30 73 128
internal_value=0 -0.554759 3.24491 16.0384 107.712 282.44 -58.6958 -8.10685 -44.7425 -21.5952 1.8531 -10.9122 -40.5043 -2.49787 -6.49064 -29.7202 -71.8795 -20.1339 -1.1223 2.04625 2.8194 5.5998 19.6356 102.754 3.94357 8.80398 42.3123 -0.37017 15.9592 3.21108
internal_weight=0 17707 5990 590 123 60 63 467 91 70 5400 380 98 11717 3007 283 99 67 8710 2447 5020 1899 204 45 1695 797 114 898 103 683
internal_count=678013 17707 5990 590 123 60 63 467 91 70 5400 380 98 11717 3007 283 99 67 8710 2447 5020 1899 204 45 1695 797 114 898 103 683
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1958560 2 2 2 131077 1073664 2
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=9
split_feature=11 13 6 12 13 12 11 13 12 12 12 12 14 13 12 12 14 13 12 12 12 14 12 2 12 14 11 12 12 11
split_gain=543622 4.83982e+06 3.74027e+06 7.33834e+06 1.00472e+07 8.19621e+06 7.14133e+06 2.15304e+07 5.42201e+07 2.37224e+08 1.59272e+07 1.09632e+08 1.46961e+08 8.19147e+07 1.46072e+07 3.16138e+07 3.5022e+07 3.63303e+07 1.26062e+07 1.08597e+07 4.29978e+07 1.34026e+08 6.36317e+06 5.79218e+06 1.17612e+07 5.16599e+07 9.48182e+07 1.33803e+07 2.59415e+07 2.59013e+07
threshold=1.5000000000000002 0 1.0000000180025095e-35 3.5000000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 2 6.5000000000000009 5.5000000000000009 12.500000000000002 13.500000000000002 3 4 5.5000000000000009 4.5000000000000009 5 6 4.5000000000000009 20.500000000000004 21.500000000000004 7 5.5000000000000009 1.0000000180025095e-35 7.5000000000000009 8 1.0000000180025095e-35 16.500000000000004 17.500000000000004 1.0000000180025095e-35
decision_type=2 9 2 2 9 2 2 9 2 2 2 2 1 9 2 2 1 9 2 2 2 1 2 2 2 1 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 9 18 14 12 13 -12 15 -8 -17 -18 -4 -9 21 -21 -5 -24 25 26 -25 -26 29 -29
right_child=-2 2 6 22 -6 -7 10 19 -10 -11 11 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 23 24 27 -27 -28 28 -30 -31
leaf_value=-0.8308817286942024 0.053929458835185934 -1.8187076785417824 -3.433559952133812 -3.1887069587072965 -1.004424174217345 4.6341988684881574 1.094832367086453 -0.89837850398957908 -2.2276660826268277 225.6160737584849 109.26582095286886 -1.0515282797803891 -3.9868731930269208 0.94801041886613191 -2.4773165454243227 -4.3994901091665843 55.971150861467635 -1.6327917698451451 49.048889686321388 -1.2575936211480034 -2.1371020716760771 237.82466560132576 -0.47485847589620889 -8.0860448019845155 -2.689930514926496 -1.6258392838968172 265.93753862795626 134.46600796911454 -1.2233690126886909 -1.3876374369082245
leaf_weight=65871 498597 2472 217 9055 9659 9661 3359 22386 653 61 295 2503 358 101 5457 296 354 165 58 81 377 33 44710 28 874 144 23 36 106 23
leaf_count=65871 498597 2472 217 9055 9659 9661 3359 22386 653 61 295 2503 358 101 5457 296 354 165 58 81 377 33 44710 28 874 144 23 36 106 23
internal_value=0 -0.149055 0.246546 -0.1505 1.4025 3.31674 1.07617 0.0518406 14.4221 47.2093 2.97303 9.01812 42.4456 84.4225 0.928703 5.38166 23.0497 38.7047 7.63547 -0.575455 14.1358 67.9504 -0.76584 -0.288323 6.47019 29.0053 115.493 2.24079 28.3587 81.5061
internal_weight=0 179416 113545 76791 21792 12133 36754 23866 989 336 12888 3257 754 396 9631 4174 815 519 275 22877 491 114 54999 45944 1234 195 51 1039 165 59
internal_count=678013 179416 113545 76791 21792 12133 36754 23866 989 336 12888 3257 754 396 9631 4174 815 519 275 22877 491 114 54999 45944 1234 195 51 1039 165 59
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=3828132 65554 4096 2 16 2 16 2 2
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=6
split_feature=13 2 13 14 12 12 11 12 14 11 13 12 12 12 12 12 11 12 11 11 11 12 12 12 11 12 12 1 12 14
split_gain=544217 3.18139e+06 2.92884e+06 1.61649e+07 1.39252e+07 4.06597e+07 6.57089e+07 2.46618e+07 5.41858e+06 1.9253e+07 3.24621e+07 7.25017e+07 8.88812e+08 5.5931e+06 4.25506e+06 2.29119e+07 2.48517e+07 3.84465e+06 3.83337e+06 8.39579e+06 3.1475e+06 3.92317e+06 2.48429e+06 5.90293e+06 9.72844e+06 1.91161e+07 1.95929e+06 4.74661e+06 2.05197e+07 3.89199e+07
threshold=0 1.0000000180025095e-35 1 2 2.5000000000000004 8.5000000000000018 2.5000000000000004 5.5000000000000009 3 3.5000000000000004 4 6.5000000000000009 7.5000000000000009 13.500000000000002 7.5000000000000009 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 2.5000000000000004 12.500000000000002 5.5000000000000009 7.5000000000000009 2.5000000000000004 6.5000000000000009 17.500000000000004 1.0000000180025095e-35 18.500000000000004 5
decision_type=9 2 9 1 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=-1 26 3 4 -3 6 -6 -8 14 13 11 17 -13 22 15 -4 -17 -11 19 -15 21 -7 -10 24 -24 -26 -2 -28 29 -29
right_child=1 2 8 -5 5 20 7 -9 9 10 -12 12 -14 18 -16 16 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.077239374624599594 0.10422091687417219 -9.1022896139962324 -1.745268135234288 -4.134070658086582 -3.9895271460215249 42.688543356032596 98.135381261040195 228.97194828796387 1.0994270612055961 29.278290872012867 -2.0200567499977415 637.58142382812503 -17.851485894521076 0.76682472229003906 1.5114012003629185 -3.8946920282700486 -104.14596309661866 -8.2633685609568719 -3.8550808159080709 73.787398689023902 -5.2295571174261708 1.9380731723926687 -4.3771626288793533 -1.9061511421587387 -2.9384116981968735 -114.22412127790781 -0.75810087032622453 -105.33474336963589 -0.0060908070350267803 -0.12001548361504216
leaf_weight=387069 276355 105 875 519 48 42 34 25 765 34 358 25 120 32 1568 51 48 138 37 31 106 54 98 497 33 29 8273 59 498 87
leaf_count=387069 276355 105 875 519 48 42 34 25 765 34 358 25 120 32 1568 51 48 138 37 31 106 54 98 497 33 29 8273 59 498 87
internal_value=0 0.103769 2.4489 7.54117 22.3597 33.0506 82.8916 153.575 1.42742 5.06767 19.1246 41.7507 95.1542 -1.1665 -1.71317 -6.90426 -52.5014 -0.842343 21.6931 36.6976 6.64971 19.7664 -2.77407 -7.2843 -23.9902 -54.9914 0.0571454 -1.40182 -9.67116 -42.6383
internal_weight=0 290944 5672 933 414 309 107 59 4739 2197 675 317 145 1522 2542 974 99 172 100 63 202 96 1422 657 160 62 285272 8917 644 146
internal_count=678013 290944 5672 933 414 309 107 59 4739 2197 675 317 145 1522 2542 974 99 172 100 63 202 96 1422 657 160 62 285272 8917 644 146
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=1610138 16928 2 2 131072 2
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=7
split_feature=7 13 12 12 12 14 11 11 13 11 14 13 12 12 11 11 12 11 11 11 12 11 12 13 12 11 14 11 11 12
split_gain=501581 4.6711e+06 5.07611e+06 8.44346e+06 1.63934e+07 3.57258e+07 2.72902e+07 2.59943e+07 9.29235e+06 8.30808e+06 6.77904e+06 7.6882e+06 1.81168e+07 1.82037e+07 2.08234e+07 3.68687e+07 1.22382e+07 1.30449e+07 2.86355e+07 5.07134e+06 3.85629e+06 3.63484e+07 3.32244e+07 8.98917e+06 2.6264e+07 4.53991e+07 5.21326e+07 1.59554e+07 2.65434e+06 3.42668e+06
threshold=1.0000000180025095e-35 0 2.5000000000000004 5.5000000000000009 6.5000000000000009 1 3.5000000000000004 1.5000000000000002 2 2.5000000000000004 3 4 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 14.500000000000002 4.5000000000000009 15.500000000000002 5 15.500000000000002 1.5000000000000002 6 1.0000000180025095e-35 2.5000000000000004 14.500000000000002
decision_type=2 9 2 2 2 1 2 2 9 2 1 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2
left_child=-1 2 10 -4 5 6 7 -5 19 -9 -2 16 13 -13 15 -15 -12 -18 -19 -7 -3 23 -23 24 25 26 27 -22 29 -6
right_child=1 20 3 4 28 8 -8 9 -10 -11 11 12 -14 14 -16 -17 17 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.024759867701475282 -2.0621479561196705 -0.73527233334155573 -3.0991766116503556 -6.0831149791849075 4.1417164258542805 -3.3200096823952414 -3.7729565562372622 50.003646108635472 -4.2707079859406738 87.852479228144105 -1.96446330670733 5.9925350724981072 -3.9877865172002425 -12.540191921657986 -3.5387918505175366 92.376217534887886 0.18155881404876709 54.237681036880339 -0.67679015897935446 44.020474116007492 -7.2779001287511882 118.6080343807445 -2.2972650016226424 -3.3135143555801658 -0.68831272096403184 -3.0665969367421004 126.03903008955943 68.763982460715553 -0.71140161050823458 -2.5581681752229248
leaf_weight=624618 974 31580 4044 58 3466 33 115 117 629 115 1152 178 251 45 58 131 330 194 186 72 74 51 41 2058 1240 218 79 44 4883 979
leaf_count=624618 974 31580 4044 58 3466 33 115 117 629 115 1152 178 251 45 58 131 330 194 186 72 74 51 41 2058 1240 218 79 44 4883 979
internal_value=0 0.294565 1.60508 0.781585 2.28094 13.6064 37.4488 53.7953 0.45086 68.7649 5.02487 7.75863 16.9353 30.0932 48.4262 65.551 4.37665 14.727 27.3585 26.6079 -0.372802 2.63458 64.7263 1.09608 6.55982 28.375 63.1682 21.0767 0.898046 2.66608
internal_weight=0 53395 18010 14511 10467 1139 405 290 734 232 3499 2525 663 412 234 176 1862 710 380 105 35385 3805 92 3713 1655 415 197 118 9328 4445
internal_count=678013 53395 18010 14511 10467 1139 405 290 734 232 3499 2525 663 412 234 176 1862 710 380 105 35385 3805 92 3713 1655 415 197 118 9328 4445
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=465024 2 67584 2 133248 16 2
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=10
split_feature=13 12 12 13 0 14 11 11 2 14 6 13 8 11 12 2 11 12 1 13 11 14 3 12 11 12 14 13 11 13
split_gain=485682 1.87156e+06 7.22936e+06 7.57337e+06 2.18784e+07 7.16384e+07 2.21747e+08 3.30285e+08 5.00503e+06 6.54048e+06 3.37069e+06 3.98335e+06 1.25071e+07 1.42203e+08 6.29634e+06 9.46697e+06 4.69111e+07 1.00594e+07 3.54233e+07 7.40275e+06 1.09407e+07 1.26186e+07 7.92382e+06 3.59522e+06 5.02533e+06 2.31085e+07 1.28629e+07 2.58841e+07 2.28123e+07 5.38622e+07
threshold=0 4.5000000000000009 9.5000000000000018 1 1.0000000180025095e-35 2 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 4 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 5 2.5000000000000004 6 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 7 8 4.5000000000000009 9
decision_type=9 2 2 9 2 1 2 2 2 1 2 9 2 2 2 2 2 2 2 9 2 1 2 2 2 2 1 9 2 9
left_child=-1 10 3 4 8 -6 -7 -8 -3 -10 11 12 14 -14 -2 17 -17 18 19 20 -16 22 -22 -12 -25 26 28 -28 29 -26
right_child=1 2 -4 -5 5 6 7 -9 9 -11 23 -13 13 -15 15 16 -18 -19 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.055184232843320614 -1.8411595016413971 3.2519682248077055 -0.32459286971440404 1.0959836307932498 -13.813874087869165 -8.8798680504508649 418.29303634231155 -36.926586042131696 14.136209415254138 -58.628320624033613 -3.132308424941797 -0.59587063675745489 -5.7443397521972663 265.93978587063879 5.0531309375158306 -4.4932223401750839 162.91283330050385 -1.0001698794538039 100.9098329311464 -2.0564855295390427 -8.0414736380943879 2.1816791912740912 51.282054451533725 0.66270919257534 87.026888362063644 0.082380556298594754 42.406993727753132 -10.610775228227888 -3.9441991380423556 0.10675148073832195
leaf_weight=474021 3726 1338 57640 45043 187 115 37 28 21 30 1458 80674 155 22 694 70 22 2424 41 601 26 121 168 6478 148 2066 128 270 121 140
leaf_count=474021 3726 1338 57640 45043 187 115 37 28 21 30 1458 80674 155 22 694 70 22 2424 41 601 26 121 168 6478 148 2066 128 270 121 140
internal_value=0 0.129352 0.425085 1.34843 7.77331 29.5327 74.5651 222.198 2.08002 -28.6665 -0.180884 -0.383958 1.73307 28.0243 1.14569 3.81644 35.5387 3.10026 9.1205 6.78301 11.9501 27.5247 43.3315 1.4864 2.20654 5.68756 20.0374 7.23907 32.4915 47.7995
internal_weight=0 203992 104439 46799 1756 367 180 65 1389 51 99553 88744 8070 177 7893 4167 92 4075 1651 1610 1009 315 194 10809 9351 2873 807 398 409 288
internal_count=678013 203992 104439 46799 1756 367 180 65 1389 51 99553 88744 8070 177 7893 4167 92 4075 1651 1610 1009 315 194 10809 9351 2873 807 398 409 288
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1741722 4 2 2 2162720 2162688 2 2 18432 1
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=11
split_feature=10 13 12 11 12 12 12 13 13 13 11 12 13 12 12 11 14 11 12 12 12 13 12 11 14 11 14 13 12 13
split_gain=467253 1.38515e+06 1.18275e+06 1.59969e+06 2.18799e+06 5.09477e+06 1.08665e+06 3.30055e+06 1.84774e+06 1.06073e+06 901725 1.14126e+07 1.78207e+06 5.66074e+06 3.49681e+06 1.47497e+06 5.03174e+06 1.37134e+06 1.28586e+06 984790 872148 1.99175e+06 9.15066e+06 2.49103e+07 2.00889e+07 1.50969e+06 1.23629e+06 1.80169e+06 1.59079e+06 2.32895e+06
threshold=1.0000000180025095e-35 0 8.5000000000000018 4.5000000000000009 12.500000000000002 10.500000000000002 7.5000000000000009 1 2 3 3.5000000000000004 1.5000000000000002 4 4.5000000000000009 6.5000000000000009 1.0000000180025095e-35 5 1.5000000000000002 2.5000000000000004 5.5000000000000009 11.500000000000002 6 12.500000000000002 3.5000000000000004 7 3.5000000000000004 8 9 1.5000000000000002 10
decision_type=2 9 2 2 2 2 2 9 9 9 2 2 9 2 2 2 1 2 2 2 2 9 2 2 1 2 1 9 2 9
left_child=-1 20 6 9 5 -5 8 -8 10 -4 12 -12 17 -14 15 -15 -17 -3 -13 -19 26 22 23 -22 -25 -23 28 -28 29 -2
right_child=1 2 3 4 -6 -7 7 -9 -10 -11 11 18 13 14 -16 16 -18 19 -20 -21 21 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.017881664731157453 10.988345045513578 -6.761394124738338 0.76739909362792968 0.32114313163009345 -1.2598009642180024 50.747763801343517 15.68915087076334 0.38397300139717433 -0.19940157648134382 -2.8218373763064548 65.193150651454928 24.188744718378242 -1.4538771927875023 48.843401018778486 -1.3463890785394712 5.9033659054682808 57.891122949534456 4.8874923384729243 -1.3015397493004195 -3.635746923406074 -4.9336413653928846 0.26547577282963852 -2.2794672590199085 96.019642333984379 -7.8479652404785156 -5.1336893124943614 2.449039326850067 -1.2930372432097079 -2.5642621737914451 -1.0414526966214179
leaf_weight=649465 206 209 1390 51 111 33 198 450 3843 2006 32 22 230 36 43 52 29 486 197 188 134 3224 505 60 27 617 1795 4471 7273 630
leaf_count=649465 206 209 1390 51 111 33 198 450 3843 2006 32 22 230 36 43 52 29 486 197 188 134 3224 505 60 27 617 1795 4471 7273 630
internal_value=0 -0.395479 0.582458 -0.853035 7.95496 20.1316 1.44043 5.3086 0.973393 -1.35879 3.90645 9.41008 2.85197 8.37973 23.0393 32.0015 24.5163 0.31206 1.25913 2.51009 -0.891255 0.31212 5.07751 22.1184 63.7849 -0.600258 -1.27419 -0.219212 -2.0894 2.04181
internal_weight=0 28548 9606 3591 195 84 6015 648 5367 3396 1524 251 1273 390 160 117 81 883 219 674 18942 4567 726 221 87 3841 14375 6266 8109 836
internal_count=678013 28548 9606 3591 195 84 6015 648 5367 3396 1524 251 1273 390 160 117 81 883 219 674 18942 4567 726 221 87 3841 14375 6266 8109 836
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1564726 129 2101320 2496 4096 2 1048576 2 2 147456 1048576
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=10
split_feature=5 13 11 12 11 14 12 12 12 13 12 2 11 1 14 9 14 11 8 12 14 13 12 11 14 3 14 13 11 12
split_gain=461228 4.4265e+06 3.44068e+07 912622 1.23351e+06 1.32348e+06 749396 676897 475952 2.43824e+06 4.6574e+06 1.18456e+07 3.15332e+07 9.5471e+06 5.09407e+07 9.58934e+06 3.40766e+07 6.87297e+07 6.08971e+06 2.18489e+07 3.58788e+07 5.94434e+06 5.25736e+06 8.75124e+06 1.0076e+07 7.58049e+06 2.64667e+06 4.05587e+06 1.98601e+07 2.20986e+07
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 4 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 5 6 2.5000000000000004 2.5000000000000004 7 1.0000000180025095e-35 8 9 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 2 1 2 2 2 9 2 2 2 2 1 2 1 2 2 2 1 9 2 2 1 2 1 9 2 2
left_child=8 2 -2 4 -3 7 -7 -6 9 10 26 13 -13 15 -15 18 -17 -18 21 20 -20 22 23 -12 25 -25 -1 28 29 -28
right_child=1 3 -4 -5 5 6 -8 -9 -10 -11 11 12 -14 14 -16 16 17 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-2.5682356830776505 123.41095963287353 -4.9035162038970412 -0.95157685751962195 -2.3413900244303436 10.31214273796707 10.187601991133256 32.430158512932913 -4.0511554341920668 0.068903937492911863 -0.1879182909407133 4.0517847665282867 -3.0882208750798155 131.79042701721193 160.74543959299726 -3.613946680589156 -5.3691174711957075 -4.18304575139826 188.42640769481659 117.19561004638672 -10.858337421104558 -2.4837398875843397 -1.3619524346051346 -0.66598542369141878 -8.4194419225056958 1.6211952056884766 46.152058982849127 -2.1591474815036942 -0.25638604037519375 -3.8617400059110012 56.814266924790935
leaf_weight=3429 25 114 202 3513 61 33 28 71 436183 223502 723 52 26 24 88 149 44 32 46 122 55 4033 784 30 125 168 115 3601 493 142
leaf_count=3429 25 114 202 3513 61 33 28 71 436183 223502 723 52 26 24 88 149 44 32 46 122 55 4033 784 30 125 168 115 3601 493 142
internal_value=0 -1.0639 12.207 -1.87955 3.34411 8.21577 20.3973 2.58643 0.00685727 -0.10696 1.15939 3.13577 41.8713 2.66537 31.6059 2.15177 22.4249 76.9157 1.40227 17.6219 52.0237 0.785357 5.49507 10.1654 23.8502 37.8836 -0.490592 1.14679 7.78353 30.4254
internal_weight=0 4047 227 3820 307 193 61 132 673966 237783 14281 6501 78 6423 112 6311 225 76 6086 223 101 5863 1830 1046 323 198 7780 4351 750 257
internal_count=678013 4047 227 3820 307 193 61 132 673966 237783 14281 6501 78 6423 112 6311 225 76 6086 223 101 5863 1830 1046 323 198 7780 4351 750 257
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2080 2 2162978 2 2 2 2162688 2 2 2
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=7
split_feature=1 13 12 12 14 11 11 11 12 12 14 12 14 12 12 11 11 13 12 12 12 13 11 12 12 11 13 11 12 12
split_gain=442705 1.01351e+07 9.01161e+06 1.06979e+08 2.91978e+08 2.44886e+08 1.87432e+07 1.23098e+07 1.31643e+07 5.52765e+06 2.18773e+07 5.39736e+06 4.9338e+06 1.13921e+07 1.79659e+07 4.28089e+07 4.40367e+06 2.81599e+06 4.99824e+06 2.82276e+06 4.11311e+06 2.29815e+06 3.08967e+06 4.7136e+06 2.15963e+06 9.3428e+06 1.81709e+06 3.03683e+06 3.03075e+07 5.62747e+07
threshold=1.0000000180025095e-35 0 17.500000000000004 18.500000000000004 1 2.5000000000000004 2.5000000000000004 3.5000000000000004 19.500000000000004 16.500000000000004 2 23.500000000000004 3 17.500000000000004 18.500000000000004 3.5000000000000004 2.5000000000000004 4 2.5000000000000004 18.500000000000004 19.500000000000004 5 2.5000000000000004 1.5000000000000002 17.500000000000004 2.5000000000000004 6 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002
decision_type=2 9 2 2 1 2 2 2 2 2 1 2 1 2 2 2 2 9 2 2 2 9 2 2 2 2 9 2 2 2
left_child=-1 2 9 4 5 -4 -6 -5 -9 26 -11 -10 13 -3 15 16 -15 18 21 24 -21 -14 -23 -24 -19 -26 -2 28 29 -28
right_child=1 12 3 7 6 -7 -8 8 11 10 -12 -13 17 14 -16 -17 -18 19 -20 20 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.013649115240252181 0.67572367210988604 -3.7132024008096929 -0.80044462058855148 0.72343949700923682 6.2623497634098451 414.72007281329184 -103.17196481368121 -109.70709199451265 -39.490406767181732 -77.753098611602951 5.470582774506898 19.00950107574463 2.4644778612497693 3.6242895789768386 -6.3116532950297648 -154.29352607727051 -51.641505868094306 -2.8014121372087 -0.78445722948671026 27.587955676487514 1.0214351621167415 3.5343748903274541 11.187490144494461 41.765361032857527 3.5636353246627319 -65.200874798873372 -15.944982044513409 3.1764017451093634 -4.7164586489128348 198.79066963195802
leaf_weight=660306 3262 2724 23 376 29 37 34 21 46 43 119 24 360 46 184 32 21 4856 2602 70 348 160 146 77 62 29 26 1762 165 23
leaf_count=660306 3262 2724 23 376 29 37 34 21 46 43 119 24 360 46 184 32 21 4856 2602 70 348 160 146 77 62 29 26 1762 165 23
internal_value=0 -0.493028 2.85044 14.5895 97.5609 255.437 -52.7974 -7.26374 -40.2657 1.57311 -16.6197 -19.4333 -2.20284 -5.69712 -24.7933 -59.1429 -13.6978 -0.999014 1.27735 -2.41617 5.47037 8.51502 13.7781 21.7458 -3.08743 -18.3503 2.13577 4.51975 15.7916 84.8493
internal_weight=0 17707 5990 590 123 60 63 467 91 5400 162 70 11717 3007 283 99 67 8710 3345 5365 418 743 383 223 4947 91 5238 1976 214 49
internal_count=678013 17707 5990 590 123 60 63 467 91 5400 162 70 11717 3007 283 99 67 8710 3345 5365 418 743 383 223 4947 91 5238 1976 214 49
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1958560 2 2 2 133125 2049 1073664
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=10
split_feature=7 13 13 12 12 12 14 11 11 11 13 14 11 11 12 13 11 12 11 12 12 11 14 11 13 12 12 12 13 14
split_gain=410955 3.80188e+06 2.22761e+06 4.62549e+06 7.01566e+06 1.81258e+07 2.86642e+07 2.56957e+07 2.18505e+07 7.61144e+06 7.08798e+06 5.32178e+06 7.40718e+06 6.67219e+06 8.6703e+06 1.32248e+07 4.10778e+06 3.53279e+06 2.87544e+07 2.69117e+07 8.19536e+06 2.99201e+07 5.26726e+07 3.7314e+06 3.51131e+06 4.2263e+06 8.66581e+06 3.34422e+07 7.6306e+07 8.19547e+07
threshold=1.0000000180025095e-35 0 1 2.5000000000000004 5.5000000000000009 6.5000000000000009 2 3.5000000000000004 1.5000000000000002 2.5000000000000004 3 4 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 5 1.5000000000000002 14.500000000000002 4.5000000000000009 15.500000000000002 15.500000000000002 1.0000000180025095e-35 6 2.5000000000000004 7 8.5000000000000018 3.5000000000000004 4.5000000000000009 8 9
decision_type=2 9 9 2 2 2 1 2 2 2 9 1 2 2 2 9 2 2 2 2 2 2 1 2 9 2 2 2 9 1
left_child=-1 -2 3 11 -5 6 7 8 -6 -10 16 -3 13 -13 -15 -16 -8 23 20 -20 21 22 -19 -4 25 26 -25 28 29 -28
right_child=1 2 17 4 5 -7 10 -9 9 -11 -12 12 -14 14 15 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.022382861080771366 -1.9064586642419883 -1.4099844942863213 -1.4448804669535054 -3.0768976708920635 -5.5741503067016609 0.66297167523995593 -3.107650479403409 -5.2691684423708445 49.145761951553489 87.043636300223227 -3.7680549459379229 -0.76208250167522029 -3.6054009505220366 0.69400086642014946 25.247874797405082 -4.2457073510861871 39.498784669240315 -5.27397302495371 106.76964039522059 -2.0451227234631051 -1.5692536196255504 0.69214936514320613 99.322360349738091 -0.39112908999700013 -1.1671758600669768 -1.0331129554605667 10.186055971781414 2.1851853084389474 2.0524344823389877 138.85813871210271
leaf_weight=624618 6987 879 13671 3483 50 7985 33 102 107 105 478 376 444 339 742 194 72 101 51 41 2378 795 92 2765 5217 2857 90 2456 395 110
leaf_count=624618 6987 879 13671 3483 50 7985 33 102 107 105 478 376 444 339 742 194 72 101 51 41 2378 795 92 2765 5217 2857 90 2456 395 110
internal_value=0 0.266658 0.594116 1.5774 0.729888 2.21433 15.2952 37.3132 53.8911 67.9159 1.54811 5.12065 7.86072 10.9443 14.3965 19.3593 23.8379 0.105942 3.11884 58.2761 1.61128 9.26644 44.5854 -0.272039 0.88231 2.11403 3.66364 7.33831 28.609 77.1007
internal_weight=0 53395 46408 15389 12415 8932 947 364 262 212 583 2974 2095 1651 1275 936 105 31019 3458 92 3366 988 193 27561 13890 8673 5816 3051 595 200
internal_count=678013 53395 46408 15389 12415 8932 947 364 262 212 583 2974 2095 1651 1275 936 105 31019 3458 92 3366 988 193 27561 13890 8673 5816 3051 595 200
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2630246 464896 2 67584 2 200704 2 1048728 16 2
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=5
split_feature=13 11 7 12 1 11 13 12 12 14 3 11 11 11 14 0 12 2 12 12 11 12 11 14 12 12 3 12 11 11
split_gain=434705 1.79076e+06 2.08875e+06 1.52338e+06 2.9157e+06 2.58201e+06 1.33724e+06 5.37391e+06 1.06951e+07 1.19252e+07 9.38453e+06 1.08338e+07 1.98715e+07 1.74055e+06 1.79878e+06 2.3341e+06 4.79645e+06 1.30673e+06 1.24811e+07 5.18476e+07 4.5161e+07 2.78559e+06 4.16649e+06 1.89146e+06 1.54075e+06 7.20634e+06 1.50994e+07 1.92857e+07 2.48362e+07 2.44577e+07
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1 2.5000000000000004 1.5000000000000002 2 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 2.5000000000000004 3 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 7.5000000000000009 8.5000000000000018 2.5000000000000004 6.5000000000000009 2.5000000000000004 4 7.5000000000000009 4.5000000000000009 1.0000000180025095e-35 5.5000000000000009 2.5000000000000004 3.5000000000000004
decision_type=9 2 2 2 2 2 9 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 -5 10 -10 12 -12 14 15 -9 -17 23 21 20 -20 -19 -23 -8 25 -25 -27 28 -28 -30
right_child=-2 2 -4 6 5 -7 17 13 9 -11 11 -13 -14 -15 -16 16 -18 18 19 -21 -22 22 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.73514373351643636 -0.025794170733923 -1.3761126266429196 -1.6472724728580777 -0.23930553608112506 -0.91085739135742194 38.993061132992018 0.017192296302829875 4.8212310534692095 -15.710730940295804 1.8523712240239627 103.82660278320314 62.619657570074416 -9.7588298285185413 -3.6949848126556919 -2.0037834520918874 60.887618478139245 -0.034761565072195875 -5.3505082637886874 -6.8326671282450366 2.9092322362494145 168.38586073423687 -5.3592840821454022 -58.88561084453876 0.47036604353708694 0.30977658589057216 3.3457840414470059 14.310556201934816 3.6515981931102517 117.40874484722431 9.4629341863816787
leaf_weight=14494 612630 4323 4073 555 31 34 20727 253 31 186 20 121 67 826 313 24 28 329 24 442 38 33 26 7565 7517 2842 120 245 65 31
leaf_count=14494 612630 4323 4073 555 31 34 20727 253 31 186 20 121 67 826 313 24 28 329 24 442 38 33 26 7565 7517 2842 120 245 65 31
internal_value=0 0.245446 0.524782 0.713751 -1.06003 19.962 0.8972 3.17388 8.90241 20.8404 35.6177 43.2676 16.3528 -0.691926 3.32187 8.78722 28.0833 0.758264 4.543 14.9217 100.559 -8.93866 -28.9472 0.672142 1.41052 2.17187 6.06889 22.8565 44.6398 82.5512
internal_weight=0 65383 50889 46816 4388 65 42428 2424 980 425 239 208 87 1444 618 305 52 40004 892 504 62 388 59 39112 18385 10868 3303 461 216 96
internal_count=678013 65383 50889 46816 4388 65 42428 2424 980 425 239 208 87 1444 618 305 52 40004 892 504 62 388 59 39112 18385 10868 3303 461 216 96
cat_boundaries=0 1 2 3 4 5
cat_threshold=2121792 2097152 2 2 2
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=8
split_feature=13 1 11 13 12 12 6 11 14 0 12 12 13 14 12 6 13 11 14 1 12 12 12 12 14 11 11 11 6 0
split_gain=403236 4.53908e+06 2.6749e+06 2.08542e+06 6.18391e+06 1.12129e+07 4.92013e+07 6.6481e+07 1.22767e+08 2.27787e+06 4.38553e+06 2.62316e+07 3.32173e+07 2.90361e+07 2.41567e+06 3.52524e+06 3.25123e+06 4.6914e+06 4.83359e+06 1.97518e+06 5.74629e+06 1.02128e+07 1.85095e+06 9.87556e+06 1.14576e+07 1.07844e+07 1.76295e+07 3.52017e+07 1.74529e+08 4.39932e+07
threshold=0 1.0000000180025095e-35 1.5000000000000002 1 12.500000000000002 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 3 4 11.500000000000002 1.0000000180025095e-35 5 1.0000000180025095e-35 6 1.0000000180025095e-35 5.5000000000000009 6.5000000000000009 12.500000000000002 13.500000000000002 7 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 2 2 9 2 2 2 2 1 2 2 2 9 1 2 2 9 2 1 2 2 2 2 2 1 2 2 2 2 2
left_child=1 22 3 4 9 6 -6 -8 -9 14 11 -11 13 -13 19 -16 17 -17 -19 -2 -21 -22 -1 24 25 26 -24 28 -28 -29
right_child=2 -3 -4 -5 5 -7 7 8 -10 10 -12 12 -14 -15 15 16 -18 18 -20 20 21 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.18411131973101211 -1.3102570224789716 -2.658435871251382 0.17352044594263616 -0.095829945766804855 1.0157197422965831 -2.0745404487794281 -0.9946937837462495 -191.76856567382814 -1.6653006149060798 -0.39580103029576386 -0.84475677712667341 17.160994897237639 0.66134183686355064 125.28540333036392 -1.6083361183476246 4.0921283420763519 -0.63623961191023559 7.0474505256204045 53.96497011492329 -3.0793053558349612 69.013257696969177 6.3307632295211951 0.074081585014486584 -0.21842288290462042 -0.61077751665738367 -0.61636550973653181 -4.7882835192968383 -4.5699242621516065 82.943522582549221 25.117926846401588
leaf_weight=181663 17904 6756 356992 50299 618 3532 138 70 66 1032 2226 41 135 63 351 76 114 34 62 250 35 101 1730 43640 4975 1939 596 1447 366 762
leaf_count=181663 17904 6756 356992 50299 618 3532 138 70 66 1032 2226 41 135 63 351 76 114 34 62 250 35 101 1730 43640 4975 1939 596 1447 366 762
internal_value=0 -0.102563 0.0581288 -0.47583 -1.18727 -4.60455 -14.6225 -49.8941 -99.5126 -0.51361 1.83116 6.51771 36.3702 75.4086 -0.946836 5.10679 13.3481 21.409 37.3483 -1.15767 5.91981 22.4623 -0.0297451 0.475938 3.04063 5.69645 8.19401 12.624 28.5899 5.67097
internal_weight=0 243874 434139 77147 26848 4424 892 274 136 22424 3497 1271 239 104 18927 637 286 172 96 18290 386 136 237118 55455 11815 6840 4901 3171 962 2209
internal_count=678013 243874 434139 77147 26848 4424 892 274 136 22424 3497 1271 239 104 18927 637 286 172 96 18290 386 136 237118 55455 11815 6840 4901 3171 962 2209
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=37142 1703936 2 1572864 2 131072 2 2
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=9
split_feature=7 13 12 12 12 14 13 11 11 11 13 14 13 12 12 11 11 12 11 11 11 12 11 14 12 13 12 11 14 11
split_gain=397216 3.09817e+06 3.78389e+06 5.15149e+06 1.22574e+07 2.65676e+07 1.87649e+07 2.68245e+07 2.83314e+07 1.04813e+07 6.20276e+06 3.71684e+06 5.68081e+06 1.53457e+07 1.34954e+07 1.67249e+07 2.83711e+07 9.44149e+06 9.7176e+06 2.02316e+07 3.32263e+06 2.95709e+06 2.36442e+07 2.5035e+07 3.03353e+07 6.54755e+06 1.87975e+07 3.33647e+07 3.53864e+07 1.26995e+07
threshold=1.0000000180025095e-35 0 2.5000000000000004 5.5000000000000009 6.5000000000000009 1 2 3.5000000000000004 2.5000000000000004 1.5000000000000002 3 4 5 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 14.500000000000002 4.5000000000000009 6 15.500000000000002 7 15.500000000000002 1.5000000000000002 8 1.0000000180025095e-35
decision_type=2 9 2 2 2 1 9 2 2 2 9 1 9 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 1 2
left_child=-1 2 11 -4 5 6 -5 8 9 -8 20 -2 17 14 -14 16 -16 -13 -19 -20 -7 -3 25 24 -24 26 27 28 29 -23
right_child=1 21 3 4 -6 10 7 -9 -10 -11 -12 12 13 -15 15 -17 -18 18 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.022082748271649643 -0.88834413871617146 -0.62367112081938747 -2.3888587359428861 -5.9508726552754894 0.58098630852037725 -2.7847232240619082 -7.3473966183869734 -6.7344502605969403 101.52381810660314 50.515119206175513 -3.7209435300870441 -2.0306598082246725 5.4696210111125136 -5.1456247930032797 -11.150107108222114 -4.5652741835035133 80.884790877713499 0.021812314232073922 45.026545456007788 -0.4386548466152615 35.534134250217015 -6.0028161847913593 131.70697243430399 -46.542543735504154 -1.4411841937473842 -2.8594969563823036 -0.4426594348492161 -2.8092552346920749 105.77006721979456 61.838263841108848
leaf_weight=624618 1031 30760 4187 109 9954 33 46 79 99 98 649 1203 178 251 45 58 131 341 203 189 72 74 44 20 28 1932 1240 218 79 44
leaf_count=624618 1031 30760 4187 109 9954 33 46 79 99 98 649 1203 178 251 45 58 131 341 203 189 72 74 44 20 28 1932 1240 218 79 44
internal_value=0 0.262085 1.28842 0.601503 1.72554 11.3398 31.1443 42.5643 60.343 32.0313 0.0191777 4.19217 6.20756 14.1328 26.2208 42.0058 57.3531 3.4029 12.3669 23.1058 21.4484 -0.30312 2.37618 52.4337 79.9271 1.09229 5.68841 24.1448 53.9721 19.2939
internal_weight=0 53395 18956 15326 11139 1185 431 322 243 144 754 3630 2599 663 412 234 176 1936 733 392 105 34439 3679 92 72 3587 1655 415 197 118
internal_count=678013 53395 18956 15326 11139 1185 431 322 243 144 754 3630 2599 663 412 234 176 1936 733 392 105 34439 3679 92 72 3587 1655 415 197 118
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=465280 2 2176 67584 2 133504 2 16 2
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=10
split_feature=5 13 14 11 11 13 12 13 14 12 13 13 0 11 13 8 12 12 12 14 6 7 1 12 14 12 6 12 3 12
split_gain=360713 6.15528e+06 3.1515e+07 1.46129e+06 905559 1.28518e+06 919263 1.12776e+06 4.56243e+06 1.13767e+06 655611 413130 5.9132e+06 4.8825e+06 9.44069e+06 1.43084e+07 7.7722e+07 1.29394e+07 3.893e+07 1.75212e+08 5.29882e+08 1.47962e+07 9.32143e+06 7.01739e+07 8.41634e+06 1.40917e+07 2.50912e+07 8.87544e+06 1.03143e+07 1.66438e+07
threshold=1.0000000180025095e-35 0 1 2.5000000000000004 1.5000000000000002 2 1.5000000000000002 3 4 1.0000000180025095e-35 5 6 1.0000000180025095e-35 1.0000000180025095e-35 7 1.0000000180025095e-35 11.500000000000002 7.5000000000000009 5.5000000000000009 8 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 9 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 1 2 2 9 2 9 1 2 9 9 2 2 9 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2
left_child=11 2 3 -2 5 -3 7 8 9 -6 -8 12 13 14 15 17 -17 18 24 20 -20 -21 -16 -24 -1 27 -27 28 -26 -30
right_child=1 4 -4 -5 6 -7 10 -9 -10 -11 -12 -13 -14 -15 22 16 -18 -19 19 21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-6.6160486209539728 -23.679862428392685 -13.564442976092687 107.30098103284837 2.0312180773417157 14.812905250711644 -2.7913619230684659 0.44085061786555446 -1.3626175157384937 54.854232642764138 -6.6542827826279867 -2.774158610889752 0.035801129002991448 -1.6806879365377423 -0.058702575988104001 -0.83652030003321132 -4.0203203743901748 160.76234925922597 -2.4383531408712789 -4.9981491641721867 -22.219837328782802 487.32547905445102 53.987616856892913 184.79468936090885 -7.5798741623207384 -10.248766541481018 -1.0762515106201171 103.76805492582776 -5.0954480754795366 -1.5571236494815712 45.532506657742914
leaf_weight=486 35 118 32 60 47 996 1180 143 21 52 1363 588181 20501 57212 4858 116 38 1231 69 169 32 30 23 108 112 50 42 402 132 174
leaf_count=486 35 118 32 60 47 996 1180 143 21 52 1363 588181 20501 57212 4858 116 38 1231 69 169 32 30 23 108 112 50 42 402 132 174
internal_value=0 -0.941022 19.903 -7.44129 -1.66286 -4.07932 -0.709432 4.91879 11.5548 3.53721 -1.29151 0.00590002 -0.199097 0.266134 2.56848 6.90752 36.6403 5.36782 11.0271 43.7134 150.986 -10.7313 -0.126458 26.1958 4.01283 9.6769 46.7875 5.51327 15.7159 25.2193
internal_weight=0 4047 127 95 3920 1114 2806 263 120 99 2543 673966 85785 65284 8072 3083 154 2929 1698 300 101 199 4989 131 1398 912 92 820 418 306
internal_count=678013 4047 127 95 3920 1114 2806 263 120 99 2543 673966 85785 65284 8072 3083 154 2929 1698 300 101 199 4989 131 1398 912 92 820 418 306
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=288 2 67777 1048577 2 10449 37154 4098 2 2
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=9
split_feature=8 13 12 12 14 11 11 11 13 12 12 11 12 13 12 11 11 13 12 14 11 12 14 12 11 12 14 12 12 13
split_gain=388478 1.63271e+07 2.62155e+07 6.98219e+07 1.62499e+08 2.87283e+08 1.34741e+08 6.70215e+06 1.87213e+07 3.0397e+07 1.37097e+08 6.36748e+07 5.78095e+06 1.29622e+07 3.23723e+07 5.03544e+07 6.16247e+06 8.05981e+06 1.35229e+07 1.99536e+07 5.41419e+06 3.00599e+07 4.3697e+08 7.82997e+06 5.16758e+06 4.44065e+06 3.61426e+07 1.42857e+08 3.98955e+06 5.87457e+06
threshold=1.0000000180025095e-35 0 2.5000000000000004 1.5000000000000002 1 2.5000000000000004 3.5000000000000004 1.5000000000000002 2 10.500000000000002 12.500000000000002 1.0000000180025095e-35 1.5000000000000002 3 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 4 1.0000000180025095e-35 5 3.5000000000000004 13.500000000000002 6 14.500000000000002 1.0000000180025095e-35 13.500000000000002 7 14.500000000000002 2.5000000000000004 8
decision_type=2 9 2 2 1 2 2 2 9 2 2 2 2 9 2 2 2 9 2 1 2 2 1 2 2 2 1 2 2 9
left_child=-1 2 3 -2 5 -5 -7 8 9 -4 11 -11 13 14 15 -3 17 18 -15 -20 25 -22 23 -23 -12 -9 -27 -28 29 -14
right_child=1 12 7 4 -6 6 -8 20 -10 10 24 -13 28 16 -16 -17 -18 -19 19 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.015059242040174196 -0.98844079011062103 -30.101041870117189 4.5205219093757343 -2.2212881452581854 -2.9874306292831898 379.23783695309663 128.89751680950786 -1.4540981347966802 -2.4903015874826107 324.14615118844171 -58.779698544456849 101.39810393362335 -19.708943283369866 -5.0185884031530934 -4.9370202903287961 170.98625164609967 -1.2464777476465736 -7.9727043793264745 -5.9556906651227912 84.013620518926359 -1.7199935833537747 -45.184186836768845 449.91785201197081 0.59470297609056744 -1.6116608321666719 0.15226812859104105 -282.25642191016158 22.977597103948181 -2.0606308980393258 -3.9003144130880707
leaf_weight=652834 725 20 237 89 240 43 43 2555 616 21 21 33 307 73 83 33 1815 103 39 67 1055 58 23 105 64 365 23 46 15300 977
leaf_count=652834 725 20 237 89 240 43 43 2555 616 21 21 33 307 73 83 33 1815 103 39 67 1055 58 23 105 64 365 23 46 15300 977
internal_value=0 -0.385237 3.99048 17.7355 50.4461 123.726 254.068 0.997478 8.39528 25.6141 63.4222 188.022 -1.86579 2.90988 31.7175 95.1043 0.886099 14.6431 26.6153 50.9117 -0.737421 4.81489 41.881 -15.6947 -15.7355 -3.04268 -12.3948 -78.7671 -2.50995 -7.86398
internal_weight=0 25179 6362 1140 415 175 86 5222 992 376 139 54 18817 2233 136 53 2097 282 179 106 4230 1241 186 163 85 2989 434 69 16584 1284
internal_count=678013 25179 6362 1140 415 175 86 5222 992 376 139 54 18817 2233 136 53 2097 282 179 106 4230 1241 186 163 85 2989 434 69 16584 1284
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=397408 2 4096 128 16 2 2 2 524676
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=6
split_feature=13 4 12 12 11 14 14 12 12 11 8 12 6 12 14 12 12 12 12 13 12 12 3 14 12 12 11 12 12 7
split_gain=378928 6.66032e+06 1.03255e+07 2.32151e+07 6.81682e+07 1.11251e+08 1.44319e+07 2.10932e+07 1.07572e+08 5.70431e+06 7.63333e+06 6.08153e+07 5.0227e+06 2.17698e+07 1.13446e+08 9.75648e+08 1.84463e+07 1.80714e+07 1.18368e+07 2.93283e+06 7.6986e+06 1.19416e+07 1.7738e+07 1.48292e+07 2.80328e+06 9.20168e+06 4.39309e+06 5.05879e+06 1.94934e+06 1.62358e+06
threshold=0 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 2.5000000000000004 1 2 11.500000000000002 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 6.5000000000000009 3 5.5000000000000009 5.5000000000000009 4.5000000000000009 4.5000000000000009 4 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5 11.500000000000002 10.500000000000002 2.5000000000000004 8.5000000000000018 3.5000000000000004 1.0000000180025095e-35
decision_type=9 2 2 2 2 1 1 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2
left_child=1 9 -3 4 -4 -6 7 8 -5 10 12 -12 19 14 15 18 17 -16 28 20 21 -1 -23 -24 25 26 -8 -28 -14 -11
right_child=-2 2 3 6 5 -7 24 -9 -10 29 11 -13 13 -15 16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.9290760877655777 0.023903200649741801 -5.2856807751410226 -6.349821807242729 2.4089653934992796 -33.468321037292483 275.33222672598703 1.3706185333545393 -3.5657168467839564 184.73169379461379 -0.91620841038135836 -6.1847944275538129 128.59505548931304 8.6550407343897326 -2.1210122851576387 -1.2598774743458581 746.35043945312509 -42.840264692760655 55.244506769594949 -87.019451904296886 -0.76565704087797182 -2.2981106220147551 -52.919390513783412 -4.8101730346679688 62.064983452690967 3.0602983277941509 -75.488947876639983 -70.887448301769439 -6.4408689564672024 -25.748885975713314 0.98806581305683749
leaf_weight=164 615724 447 74 141 20 28 130 186 42 48756 165 42 58 1044 315 20 84 69 20 4633 507 21 45 126 126 23 21 29 23 4930
leaf_count=164 615724 447 74 141 20 28 130 186 42 48756 165 42 58 1044 315 20 84 69 20 4633 507 21 45 126 126 23 21 29 23 4930
internal_value=0 -0.234898 6.9413 13.6065 53.8529 146.665 6.57204 20.1495 44.2535 -0.383936 2.23159 21.1618 1.68193 6.55143 21.9233 108.235 -0.392249 8.89325 -18.125 0.235074 5.55202 16.8878 33.8147 44.4663 -8.6562 -15.9285 -8.31801 -33.5084 -1.11398 -0.741338
internal_weight=0 62289 1267 820 122 48 698 369 183 61022 7336 207 7129 1633 589 121 468 384 101 5496 863 356 192 171 329 203 180 50 81 53686
internal_count=678013 62289 1267 820 122 48 698 369 183 61022 7336 207 7129 1633 589 121 468 384 101 5496 863 356 192 171 329 203 180 50 81 53686
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=36866 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=12
split_feature=12 8 13 11 12 14 11 12 14 11 11 12 13 14 13 8 13 11 12 12 14 13 12 6 11 11 12 13 14 13
split_gain=361595 5.30217e+06 5.23537e+07 4.78982e+07 8.55573e+07 2.29686e+08 2.55657e+07 9.62373e+06 2.42819e+07 2.1883e+07 7.06673e+06 4.58319e+06 9.15336e+06 1.31837e+07 4.47942e+06 3.16789e+06 5.6035e+06 1.24723e+07 2.09206e+07 9.2006e+07 8.31065e+07 3.21844e+06 4.62233e+06 8.77982e+06 3.04547e+07 2.19925e+07 6.06334e+07 1.29001e+08 1.63856e+08 3.37651e+07
threshold=2.5000000000000004 1.0000000180025095e-35 0 2.5000000000000004 1.5000000000000002 1 3.5000000000000004 1.0000000180025095e-35 2 3.5000000000000004 2.5000000000000004 1.5000000000000002 3 4 5 1.0000000180025095e-35 6 1.5000000000000002 10.500000000000002 12.500000000000002 7 8 13.500000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 14.500000000000002 9 10 11
decision_type=2 2 9 2 2 1 2 2 1 2 2 2 9 1 9 2 9 2 2 2 1 9 2 2 2 2 2 9 1 9
left_child=1 -1 3 -3 7 6 -6 8 -5 -10 14 -12 13 -13 -4 21 17 18 -17 20 -20 22 -2 -24 -25 26 27 28 -26 -28
right_child=15 2 10 4 5 -7 -8 -9 9 -11 11 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 24 25 -27 29 -29 -30 -31
leaf_value=-0.20229823875233321 -0.70162292170321672 -0.97887710694110752 6.5972711141274232 -14.324868418375653 254.07629176548551 -3.2084345287746858 146.06288664076064 -0.51875357886253315 115.80704610188803 9.5100275825051703 -3.111135443524276 -61.064523476494685 -5.4264049304615369 -6.7858719686443898 -2.8666783446891637 2.6281919120982957 -1.6938150670938104 -0.76395595149388396 293.438104148533 -10.617969595711187 54.880208396911627 0.24127777115825944 -0.41318566230756537 -2.4898263486448804 156.08390870568348 1.80772445512389 38.577885426540007 -6.300360205427932 -8.8439515103576003 -2.5659917094022617
leaf_weight=183490 86854 429 974 60 56 108 36 203 45 34 1093 90 430 89 1010 314 18653 1386 23 106 40 361840 14287 3359 171 1336 245 243 93 916
leaf_count=183490 86854 429 974 60 56 108 36 203 45 34 1093 90 430 89 1010 314 18653 1386 23 106 40 361840 14287 3359 171 1336 245 243 93 916
internal_value=0 -0.117727 3.21447 23.741 43.7452 95.7001 211.81 13.3622 33.6343 70.059 -2.25112 -6.98463 -13.9366 -32.2738 1.79824 0.0453693 -1.17077 4.03682 17.8965 46.265 141.973 0.0985446 -0.381857 0.962893 4.05263 11.3683 19.0259 47.8775 94.4083 6.42657
internal_weight=0 188147 4657 971 542 200 92 342 139 79 3686 1702 609 179 1984 489866 20522 1869 483 169 63 469344 107504 20650 6363 3004 1668 507 264 1161
internal_count=678013 188147 4657 971 542 200 92 342 139 79 3686 1702 609 179 1984 489866 20522 1869 483 169 63 469344 107504 20650 6363 3004 1668 507 264 1161
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=131232 2 2 524308 2 1048848 266304 2 2298114 131072 2 256
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=7
split_feature=13 12 12 1 11 12 2 14 12 11 11 12 6 12 0 11 14 11 14 9 11 11 14 13 13 11 3 12 12 11
split_gain=364262 1.04412e+06 1.46653e+06 1.40533e+06 3.08542e+06 1.39172e+06 2.37848e+06 1.87942e+07 6.41954e+07 1.39721e+08 4.45269e+06 3.12171e+06 2.29005e+06 2.0672e+06 5.65833e+06 1.41596e+07 3.77112e+07 4.49277e+06 8.05152e+06 3.1315e+06 2.07628e+06 3.52885e+06 3.91585e+06 1.96009e+06 1.92808e+06 2.88438e+06 5.11659e+06 3.87753e+06 1.01323e+07 1.10624e+07
threshold=0 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1 7.5000000000000009 2.5000000000000004 2.5000000000000004 7.5000000000000009 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2 2.5000000000000004 3 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 4 5 6 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 2.5000000000000004
decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 1 2 2 2 1 9 9 2 2 2 2 2
left_child=1 3 5 -1 -5 12 11 8 10 -10 -8 13 24 -7 19 16 -16 -17 -19 -15 21 -21 -23 -14 25 -3 -27 -28 29 -29
right_child=-2 2 -4 4 -6 6 7 -9 9 -11 -12 -13 23 14 15 17 -18 18 -20 20 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-1.1701056166934922 -0.024722892435991531 -2.640449894843095 -0.32733350336142986 -3.9542659988403326 35.091366218118104 1.3071595017383042 -0.33737253649481413 -5.3715385558241513 -8.2063125856461081 325.86704755510607 -51.552555878957122 -0.64471575276021398 6.1466259781170161 0.87471043545501503 104.37096702030726 -1.9982967021472136 -0.37322608862030376 0.099647323957836362 38.455404403361875 -0.22106553089769584 -9.1537211443926836 46.275860502008811 11.602599314639443 1.0048476395026615 -0.50999536886228969 -8.8996317703112044 0.47521176338195803 7.1983634299420309 1.7035064313291721 42.083427450873643
leaf_weight=6331 608063 723 21731 50 34 7420 58 295 31 21 24 5927 1059 2209 56 349 89 131 94 79 37 57 76 2463 19055 226 504 188 457 176
leaf_count=6331 608063 723 21731 50 34 7420 58 295 31 21 24 5927 1059 2209 56 349 89 131 94 79 37 57 76 2463 19055 226 504 188 457 176
internal_value=0 0.216229 0.339024 -0.999617 11.8499 0.685417 1.384 8.73515 39.7909 126.708 -15.3272 1.19314 0.208856 2.22108 4.35556 12.1586 40.0797 5.10532 16.1238 2.07307 12.7043 16.5191 26.4626 2.57119 -0.181229 2.56463 5.00752 7.37961 11.6181 24.0659
internal_weight=0 69950 63535 6415 84 41804 16953 429 134 52 82 16524 24851 10597 3177 719 145 574 225 2458 249 212 133 3522 21329 2274 1551 1325 821 364
internal_count=678013 69950 63535 6415 84 41804 16953 429 134 52 82 16524 24851 10597 3177 719 145 574 225 2458 249 212 133 3522 21329 2274 1551 1325 821 364
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2187328 2 2 2 2 8192 2097152
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=7
split_feature=11 13 12 1 14 12 9 12 4 12 12 0 12 1 12 14 12 13 12 12 12 2 10 14 14 0 6 2 14 12
split_gain=365853 3.46353e+06 1.08386e+07 8.58207e+07 5.55437e+08 3.85307e+07 3.78357e+07 7.14027e+07 4.95419e+06 1.05262e+07 6.56515e+07 3.14602e+06 4.33952e+06 1.78015e+07 4.80764e+07 2.07962e+07 3.36213e+06 7.04103e+06 1.89093e+07 2.66603e+06 2.78775e+07 1.04631e+08 2.04071e+07 1.6272e+07 5.91553e+06 1.63357e+07 4.57872e+06 3.89891e+06 5.18915e+06 1.35597e+07
threshold=3.5000000000000004 0 16.500000000000004 1.0000000180025095e-35 1 19.500000000000004 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 18.500000000000004 2 17.500000000000004 3 18.500000000000004 12.500000000000002 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4 5 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6 6.5000000000000009
decision_type=2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 1 1 2 2 2 1 2
left_child=-1 2 8 6 -5 -6 -4 -8 19 10 -10 12 -3 -14 15 -15 -13 18 -18 20 27 22 24 -24 26 -26 -22 -2 -29 -30
right_child=1 11 3 4 5 -7 7 -9 9 -11 -12 16 13 14 -16 -17 17 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.039874975526421538 0.32396461767819906 0.26554219697171383 -2.1912008748868614 516.07078297932946 -147.48508930206299 12.052270414771105 209.37674169921877 3.0721522985720169 6.4805455897184805 -7.456268388217258 160.22307995211693 -1.2994791729635717 -0.91058599927354045 -154.77735254624312 -2.1347563301889521 -47.777825384873609 68.339890408125072 0.7431561461426397 -0.64265107606586658 -2.2005932483140214 -5.1760399059868325 189.23296616498163 86.369964803059901 -7.1108825683593757 1.72669033723719 46.853473707467074 13.649848751311607 0.67414301469236237 -3.8844893991512102 -60.89072539647421
leaf_weight=522892 20925 99522 1025 24 24 41 25 51 267 194 31 25053 1938 34 190 39 61 932 114 3114 413 34 60 27 238 121 188 239 137 60
leaf_count=522892 20925 99522 1025 24 24 41 25 51 267 194 31 25053 1938 34 190 39 61 932 114 3114 413 34 60 27 238 121 188 239 137 60
internal_value=0 0.135001 1.15864 10.4919 104.946 -46.8538 2.8566 70.9355 0.732699 10.6722 22.4739 -0.0831095 0.16841 -4.22357 -28.6364 -97.6132 -1.06117 4.332 22.1377 0.541346 0.921811 16.5891 10.9827 57.3587 6.77989 16.9366 0.712924 0.128948 -9.2305 -21.2468
internal_weight=0 155121 27238 1190 89 65 1101 76 26048 492 298 127883 101723 2201 263 73 26160 1107 175 25556 22442 1081 1047 87 960 359 601 21361 436 197
internal_count=678013 155121 27238 1190 89 65 1101 76 26048 492 298 127883 101723 2201 263 73 26160 1107 175 25556 22442 1081 1047 87 960 359 601 21361 436 197
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1048576 2 2 16 2 2 2
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=11
split_feature=10 13 12 13 11 13 12 11 12 12 14 11 13 13 12 12 11 11 12 12 11 14 11 12 14 13 12 12 14 13
split_gain=370177 1.27066e+06 1.11793e+06 2.22896e+06 2.08403e+06 1.2794e+06 9.01695e+06 1.06291e+06 1.59135e+06 1.20482e+07 7.15289e+06 968292 1.64446e+06 1.55198e+06 1.04748e+06 6.06916e+06 1.04698e+07 884316 1.06563e+07 2.01203e+06 2.2992e+06 2.1453e+06 2.11804e+06 1.2359e+06 1.12099e+06 762269 2.65114e+06 9.64345e+06 686179 1.65899e+06
threshold=1.0000000180025095e-35 0 5.5000000000000009 1 1.5000000000000002 2 6.5000000000000009 3.5000000000000004 11.500000000000002 12.500000000000002 3 3.5000000000000004 4 5 14.500000000000002 15.500000000000002 2.5000000000000004 3.5000000000000004 2.5000000000000004 4.5000000000000009 2.5000000000000004 6 2.5000000000000004 3.5000000000000004 7 8 2.5000000000000004 1.5000000000000002 9 10
decision_type=2 9 2 9 2 9 2 2 2 2 1 2 9 9 2 2 2 2 2 2 2 1 2 2 1 9 2 2 1 9
left_child=-1 7 3 4 -3 6 -4 -2 25 10 -10 13 -13 -7 -15 16 -16 19 -19 20 23 22 -21 -6 -25 26 27 -9 -5 -30
right_child=1 2 5 28 17 11 -8 8 9 -11 -12 12 -14 14 15 -17 -18 18 -20 21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.015613739327433478 -1.4487336117503788 -3.8216545802290725 55.431769862319484 -0.63234000204145446 4.7984237723983822 -2.3528636028171905 -1.7726529298428291 -6.0375658879514607 44.40173654648865 -3.4345203822140871 -6.3604165328176405 0.62856918560918618 -4.4549770153549186 0.53139804732361162 0.62669738052237756 -2.4161040680865717 48.108956958721215 52.362767657111675 -2.8593865454733911 -3.0854025113380565 -6.0509281755879876 35.49888617049816 27.693379741244851 28.178433404922487 3.4651249984215049 -1.3060176883732504 -1.8923236599990301 59.811990443638393 3.6935205066698789 -2.0163735141459198
leaf_weight=649465 11391 186 33 2580 256 1802 167 61 103 386 38 1138 1437 3644 117 365 77 51 111 59 172 43 36 50 29 1707 224 35 1484 766
leaf_count=649465 11391 186 33 2580 256 1802 167 61 103 386 38 1138 1437 3644 117 365 77 51 111 59 172 43 36 50 29 1707 224 35 1484 766
internal_value=0 -0.35231 0.299733 1.37432 5.66371 -0.412606 7.30103 -1.03459 0.808447 5.70391 30.7212 -0.60022 -2.22321 0.0947312 1.14699 5.18039 19.4727 7.92011 14.5254 6.26112 3.34723 16.9665 8.57814 8.17256 19.1065 -0.464324 3.94317 17.9701 0.479747 1.75707
internal_weight=0 28548 14603 5823 993 8780 200 13945 2554 527 141 8580 2575 6005 4203 559 194 807 162 645 507 138 95 335 79 2027 320 96 4830 2250
internal_count=678013 28548 14603 5823 993 8780 200 13945 2554 527 141 8580 2575 6005 4203 559 194 807 162 645 507 138 95 335 79 2027 320 96 4830 2250
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1368114 2101768 64 2 528641 2625544 2 2 24576 2 723200
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=10
split_feature=13 12 0 11 12 13 14 11 13 12 12 12 11 11 13 12 14 12 12 13 12 11 13 11 12 14 11 13 12 11
split_gain=346189 2.19973e+06 3.1317e+06 7.42762e+06 5.22112e+06 2.42858e+07 3.51291e+07 1.41146e+07 8.87654e+07 8.67298e+07 3.73659e+07 3.01566e+07 1.61372e+07 2.97237e+06 1.14212e+07 3.83578e+07 4.42171e+07 2.62232e+06 4.23304e+06 3.81775e+06 4.22849e+06 3.05241e+06 3.39608e+06 9.18569e+06 1.6987e+07 2.71941e+07 2.87356e+06 2.84581e+06 8.46766e+06 1.34791e+07
threshold=0 13.500000000000002 1.0000000180025095e-35 3.5000000000000004 10.500000000000002 1 2 2.5000000000000004 3 11.500000000000002 11.500000000000002 12.500000000000002 1.5000000000000002 1.0000000180025095e-35 4 12.500000000000002 5 2.5000000000000004 7.5000000000000009 6 4.5000000000000009 2.5000000000000004 7 1.5000000000000002 3.5000000000000004 8 2.5000000000000004 9 6.5000000000000009 1.5000000000000002
decision_type=9 2 2 2 2 9 1 2 9 2 2 2 2 2 9 2 1 2 2 9 2 2 9 2 2 1 2 9 2 2
left_child=-1 2 -2 4 17 6 7 10 9 -9 12 -11 -6 14 15 -7 -17 -4 19 20 21 22 -19 -24 25 -25 27 28 -21 -30
right_child=1 -3 3 -5 5 13 -8 8 -10 11 -12 -13 -14 -15 -16 16 -18 18 -20 26 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.053267828949023634 0.029954950248110398 -0.70122688714138026 -0.85454905528180447 -1.2191494825234579 -1.2222421357125948 -4.1972574622542771 -2.0106067237153478 -0.21452967779976981 -2.186566343931394 204.08751596723286 -4.1107696967966421 99.837245483398448 78.945859810965402 -0.26818784343521063 0.50363332179901843 -9.8877029418945312 169.63906335269704 -0.92510125131318066 -0.16293860465958848 2.5897143707868815 9.1389791588142906 -5.6788697905540468 -1.3931866199412246 139.54186542510988 -1.0103291031387118 10.62873616748386 -1.5569492171634423 1.1108590071729869 -2.8563043626688298 33.033280159160498
leaf_weight=435226 174363 30307 4917 10596 33 108 599 56 204 56 272 55 105 3672 713 23 34 419 6732 1591 1802 400 188 30 72 36 1864 3107 177 256
leaf_count=435226 174363 30307 4917 10596 33 108 599 56 204 56 272 55 105 3672 713 23 34 419 6732 1591 1802 400 188 30 72 36 1864 3107 177 256
internal_value=0 0.0957706 0.209455 1.03056 1.89673 4.52493 16.091 30.1804 44.3127 95.5251 17.3923 152.432 59.7752 0.979462 6.20858 29.0686 97.1984 1.17489 1.77336 3.08447 6.09883 1.36752 5.15082 12.6019 32.5808 69.2256 1.80322 3.02743 5.9347 18.3625
internal_weight=0 242787 212480 38117 27521 5930 1380 781 371 167 410 111 138 4550 878 165 57 21591 16674 9942 2947 1145 745 326 138 66 6995 5131 2024 433
internal_count=678013 242787 212480 38117 27521 5930 1380 781 371 167 410 111 138 4550 878 165 57 21591 16674 9942 2947 1145 745 326 138 66 6995 5131 2024 433
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1216918 524289 2 524288 2048 2 2171457 2097217 2 2056
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=9
split_feature=11 13 2 12 12 12 13 14 6 3 0 9 12 12 14 13 12 12 12 14 12 14 12 12 12 12 12 14 2 13
split_gain=360103 3.0249e+06 1.07731e+07 1.84233e+07 3.3002e+08 3.57276e+06 9.49558e+06 2.10115e+07 2.02926e+07 5.10054e+06 4.80637e+06 2.29317e+06 4.20393e+06 1.06126e+07 8.47365e+06 4.7547e+06 2.32089e+06 2.28289e+06 1.05884e+07 1.21121e+07 2.58299e+06 4.62428e+06 1.28995e+07 5.18853e+06 1.44744e+07 2.34116e+06 6.98896e+06 2.19577e+06 2.11479e+06 7.37326e+06
threshold=3.5000000000000004 0 1.0000000180025095e-35 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 1 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 17.500000000000004 3 4 15.500000000000002 4.5000000000000009 5.5000000000000009 5 9.5000000000000018 6 10.500000000000002 13.500000000000002 14.500000000000002 12.500000000000002 11.500000000000002 7 1.0000000180025095e-35 8
decision_type=2 9 2 2 2 2 9 1 2 2 2 2 2 2 1 9 2 2 2 1 2 1 2 2 2 2 2 1 2 9
left_child=-1 11 5 4 -4 6 7 -3 9 10 -9 28 15 14 -14 17 -17 -13 19 -19 -20 23 -23 -22 -25 26 -24 -18 -2 -30
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 -12 12 13 -15 -16 16 27 18 20 -21 21 22 25 24 -26 -27 -28 -29 29 -31
leaf_value=-0.039604989997802272 0.18828009921743977 -2.605311257026099 4.1968346102554914 0.21023863083276995 -365.1183137116609 -0.84677131043137832 -0.88173098407985329 -3.2297288894653322 86.910097161654775 38.168859327600359 42.514867401123048 -0.90832904348982135 53.476853705013504 0.84902557150665425 -16.154747321388939 -0.84146491568799586 30.034972422173684 66.164674728635759 0.15278723029529348 -2.6779670005620915 -3.2236123299231902 65.307545830221741 -4.0749442904603255 57.641792813662825 -9.2790040525671564 -2.9471278263972356 53.015257201323642 -6.6459913635253915 11.264809733389571 -0.45447028771719772
leaf_weight=522892 119349 346 233 390 27 24859 1532 98 58 94 30 376 85 223 22 3457 47 63 544 43 325 51 51 58 73 91 37 25 761 1773
leaf_count=522892 119349 346 233 390 27 24859 1532 98 58 94 30 376 85 223 22 3457 47 63 544 43 325 51 51 58 73 91 37 25 761 1773
internal_value=0 0.133892 -0.813734 -13.5359 -34.1551 -0.507953 3.39505 13.6575 34.2414 20.4811 7.49166 0.339634 2.32368 13.2711 39.1601 1.63438 -0.470034 5.94032 7.91225 38.2379 5.29881 9.37962 20.9402 3.54865 20.3501 8.29918 19.9289 17.2985 0.248976 3.10767
internal_weight=0 155121 27667 650 260 27017 2158 626 280 222 128 127454 5571 330 107 5241 3529 1712 1336 106 1230 686 230 456 131 179 88 72 121883 2534
internal_count=678013 155121 27667 650 260 27017 2158 626 280 222 128 127454 5571 330 107 5241 3529 1712 1336 106 1230 686 230 456 131 179 88 72 121883 2534
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1198817 524304 2 2 133120 2 2 2 131104
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=12
split_feature=7 13 12 12 11 14 11 13 12 14 12 13 11 12 14 13 12 14 12 12 13 12 14 13 12 11 12 12 13 11
split_gain=331469 2.63656e+06 1.2028e+06 2.0289e+06 1.97751e+07 3.33006e+07 3.22889e+06 2.23488e+06 1.4937e+07 1.97644e+07 1.96511e+06 5.71737e+06 1.23934e+07 3.57411e+07 2.59283e+07 2.56687e+06 6.1864e+06 2.08971e+07 6.367e+06 1.04019e+07 2.42128e+06 2.71223e+06 8.8106e+06 8.7872e+06 1.3269e+07 2.29779e+07 3.92167e+06 4.40405e+06 3.0492e+07 6.7714e+07
threshold=1.0000000180025095e-35 0 15.500000000000002 14.500000000000002 1.0000000180025095e-35 1 1.5000000000000002 2 12.500000000000002 3 8.5000000000000018 4 2.5000000000000004 13.500000000000002 5 6 9.5000000000000018 7 11.500000000000002 12.500000000000002 8 5.5000000000000009 9 10 6.5000000000000009 3.5000000000000004 4.5000000000000009 3.5000000000000004 11 2.5000000000000004
decision_type=2 9 2 2 2 1 2 9 2 1 2 9 2 2 1 9 2 1 2 2 9 2 1 9 2 2 2 2 9 2
left_child=-1 2 3 6 5 -5 7 8 -2 -10 20 12 13 15 -15 -12 17 -17 -18 -20 -8 26 23 24 25 -23 27 -22 29 -29
right_child=1 -3 -4 4 -6 -7 10 -9 9 -11 11 -13 -14 14 -16 16 18 -19 19 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.02034831588801677 -0.12501557436420691 -0.97151809300227088 -1.2268032729795733 -5.523807845796858 -0.84592057445437419 73.058905080648572 -0.57549285010287643 -1.5467590264955049 98.395556073575406 -6.4314246041434151 -0.37802540960565079 -2.1348813707776433 -0.62816583559711558 88.63363702874436 -9.1033832951595919 93.276932377285434 -6.2541611664825014 -3.4010247893252621 45.07594562482231 -9.8961519585281135 1.2199739776140344 46.89598356834928 0.54452690356173494 -0.23317627329735241 7.0788851135427313 -0.69525750788246721 -2.9599121066340111 -4.1373879371499118 -1.4595847785955891 72.940110298156739
leaf_weight=624618 796 13447 3155 112 1075 104 3448 7804 37 35 442 5208 2607 95 38 36 216 59 79 61 6846 266 2470 618 825 164 1663 265 1224 200
leaf_count=624618 796 13447 3155 112 1075 104 3448 7804 37 35 442 5208 2607 95 38 36 216 59 79 61 6846 266 2470 618 825 164 1663 265 1224 200
internal_value=0 0.239239 0.646876 0.80772 4.70186 32.3123 0.666113 -1.01134 3.77679 47.438 1.2083 -0.0124754 3.02759 12.3461 60.7088 5.1432 10.3335 33.2348 4.51246 21.1238 1.80827 2.37228 4.46671 9.63906 14.3877 28.7449 1.48265 2.34826 6.92154 28.4034
internal_weight=0 53395 39948 36793 1291 216 35502 8672 868 72 26830 8841 3633 1026 133 893 451 95 356 140 17989 14541 4343 1873 1255 430 10198 8535 1689 465
internal_count=678013 53395 39948 36793 1291 216 35502 8672 868 72 26830 8841 3633 1026 133 893 451 95 356 140 17989 14541 4343 1873 1255 430 10198 8535 1689 465
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1546648 2 34816 2 198792 2 131072 2 34952 2 1183744 16
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=6
split_feature=14 13 2 11 13 12 12 13 12 12 11 13 12 12 12 12 12 12 12 6 11 12 12 13 1 12 11 12 11 12
split_gain=356697 2.14084e+06 4.138e+06 1.56689e+07 2.75485e+07 5.71752e+07 1.18743e+08 7.04817e+06 1.09364e+07 4.82895e+07 6.30452e+06 1.11144e+07 1.66087e+07 1.60884e+08 5.04233e+06 8.35988e+06 4.73784e+06 2.58153e+06 3.65704e+06 2.96718e+06 1.27929e+07 2.49457e+07 8.03485e+07 2.20343e+06 2.8481e+06 1.17378e+07 7.41334e+06 2.30009e+06 4.51444e+06 3.79612e+06
threshold=0 1 1.0000000180025095e-35 3.5000000000000004 2 7.5000000000000009 4.5000000000000009 3 6.5000000000000009 7.5000000000000009 2.5000000000000004 4 7.5000000000000009 6.5000000000000009 11.500000000000002 13.500000000000002 3.5000000000000004 10.500000000000002 19.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 20.500000000000004 5 1.0000000180025095e-35 18.500000000000004 2.5000000000000004 13.500000000000002 3.5000000000000004 12.500000000000002
decision_type=1 9 2 2 9 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=-1 -2 17 10 5 6 -5 8 -6 -10 -4 12 13 16 -11 -16 -12 -3 23 -20 21 22 -21 24 -19 27 -27 28 -26 -30
right_child=1 2 3 4 7 -7 -8 -9 9 14 11 -13 -14 -15 15 -17 -18 18 19 20 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.071002372155489532 0.47907402029858226 0.15025840341822283 -2.8681775848728672 -14.248517063685828 -3.4447934798080553 -4.1910534417451322 -333.277950668335 -0.59498934679297333 -182.01513671875 13.776758193969727 -7.3522551515048606 -2.8704862195637921 -2.7337653301380302 241.09846425489945 -75.916966152191165 9.4248801838267937 21.977817344665528 -0.097022275870551122 1.1116988622140156 -3.5639122134349388 -1.3123325918678037 -2.778372970513538 184.82635972764757 -1.2427304430009343 3.687069053921411 99.719046093168714 14.649499130249025 -2.0197941856048049 13.198794829539764 62.52838721642128
leaf_weight=345877 93695 182323 2718 28 137 67 20 492 21 39 133 610 216 33 24 22 94 12234 1832 61 401 113 36 36010 281 21 20 390 39 26
leaf_count=345877 93695 182323 2718 28 137 67 20 492 21 39 133 610 216 33 24 22 94 12234 1832 61 401 113 36 36010 281 21 20 390 39 26
internal_value=0 0.0740919 -0.0850618 -3.03765 -15.3125 -58.7625 -147.177 -7.61115 -21.2317 -46.2234 -0.294844 6.1456 17.3947 34.7858 -12.6749 -35.1013 4.79324 -0.0262882 -0.651745 3.12435 9.159 29.1543 66.3541 -0.83993 0.275628 6.14663 58.2217 3.2457 9.1808 32.9306
internal_weight=0 332136 238441 4654 850 115 48 735 243 106 3804 1086 476 260 85 46 227 233787 51464 2443 611 210 97 49021 13011 777 41 736 346 65
internal_count=678013 332136 238441 4654 850 115 48 735 243 106 3804 1086 476 260 85 46 227 233787 51464 2443 611 210 97 49021 13011 777 41 736 346 65
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 484142 16 1048576 2065 39040
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=5
split_feature=11 13 12 1 14 12 4 12 12 8 12 12 12 12 12 12 2 10 9 12 14 12 2 14 12 12 12 12 14 0
split_gain=340075 2.88001e+06 9.25901e+06 1.28829e+08 8.87392e+08 3.89009e+07 3.60334e+06 8.43963e+06 4.66261e+07 2.26159e+06 7.09517e+06 1.74592e+07 4.0572e+06 2.37966e+06 2.65578e+06 1.54728e+07 8.7536e+07 1.39126e+07 1.1021e+07 7.21163e+07 9.54164e+06 6.09162e+06 3.86854e+06 4.57584e+06 1.00907e+07 3.44568e+07 6.49428e+06 1.00842e+07 3.63568e+06 9.42432e+06
threshold=3.5000000000000004 0 17.500000000000004 1.0000000180025095e-35 1 19.500000000000004 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 13.500000000000002 14.500000000000002 12.500000000000002 3.5000000000000004 12.500000000000002 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 2 15.500000000000002 1.0000000180025095e-35 3 7.5000000000000009 6.5000000000000009 7.5000000000000009 5.5000000000000009 4 1.0000000180025095e-35
decision_type=2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 1 2
left_child=-1 2 6 -4 -5 -6 9 8 -8 13 12 -12 -11 -2 15 22 17 28 -16 21 -19 -20 -15 26 25 -25 27 -24 -17 -30
right_child=1 -3 3 4 5 -7 7 -9 -10 10 11 -13 -14 14 18 16 -18 20 19 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.038513438597144053 -0.33395373267544814 -0.099442617869281991 -1.1435013255869177 712.43508815765381 -147.80963665506115 9.8368665734115908 6.4591893305922996 -6.0015316886940475 129.4488479614258 -2.2648630699193535 -74.526522762217425 0.81553467311216199 28.389585206773546 1.3072334690628877 -2.0964914240213854 0.41760283259326703 168.56624531337195 64.468875652810809 -5.9144203082935229 177.24317359924316 -5.6509456634521484 41.984597212268461 -11.606519762674969 -3.9771535944055629 6.8143538584474657 -150.13486653203549 -20.022645539503831 55.92435831209508 1.8059605548908184 32.038485210787869
leaf_weight=522892 13325 120839 889 20 23 49 330 247 34 1065 47 89 45 12425 3879 674 35 69 185 26 27 31 48 54 61 23 78 41 308 155
leaf_count=522892 13325 120839 889 20 23 49 330 247 34 1065 47 89 45 12425 3879 674 35 69 185 26 27 31 48 54 61 23 78 41 308 155
internal_value=0 0.130089 0.938911 10.5143 123.164 -40.5224 0.657116 8.26582 17.9472 0.514904 -3.66349 -25.2218 -1.02212 0.680477 1.42651 2.0834 12.6177 8.19095 -0.804808 19.8995 44.7477 0.959976 1.03411 -10.0924 -23.5666 -47.6347 1.04203 19.5032 5.10437 11.927
internal_weight=0 155121 34282 981 92 72 33301 611 364 32690 1246 136 1110 31444 18119 13998 1268 1233 4121 242 96 216 12730 305 138 77 167 89 1137 463
internal_count=678013 155121 34282 981 92 72 33301 611 364 32690 1246 136 1110 31444 18119 13998 1268 1233 4121 242 96 216 12730 305 138 77 167 89 1137 463
cat_boundaries=0 1 2 3 4 5
cat_threshold=1048704 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=10
split_feature=1 13 12 12 11 14 13 14 12 14 14 12 11 12 11 12 11 12 12 12 13 12 12 13 11 12 11 13 11 14
split_gain=394068 6.31056e+06 6.64814e+06 9.88853e+07 6.21681e+08 2.04077e+07 1.64447e+07 6.78654e+07 5.31495e+06 2.701e+07 4.6159e+06 1.13253e+07 1.64973e+07 3.64616e+07 3.12605e+06 4.36922e+06 2.44059e+06 4.18693e+06 5.00215e+06 2.98918e+06 2.69436e+06 3.55778e+06 1.7162e+06 1.7912e+06 2.89637e+06 3.94059e+06 1.58332e+06 1.36495e+06 3.94308e+06 4.34992e+07
threshold=1.0000000180025095e-35 0 18.500000000000004 17.500000000000004 3.5000000000000004 1 2 3 16.500000000000004 4 5 17.500000000000004 3.5000000000000004 18.500000000000004 2.5000000000000004 18.500000000000004 3.5000000000000004 17.500000000000004 19.500000000000004 16.500000000000004 6 3.5000000000000004 1.5000000000000002 7 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 8 1.0000000180025095e-35 9
decision_type=2 9 2 2 2 1 9 1 2 1 1 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 9 2 1
left_child=-1 2 3 8 5 -5 7 -4 27 -10 11 -3 14 -14 -13 -16 19 20 -19 22 21 -18 23 24 -12 -26 -11 28 29 -2
right_child=1 10 6 4 -6 -7 -8 -9 9 26 16 12 13 -15 15 -17 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.012538948428429023 121.27268943208638 -3.2159673706407155 -169.38666778418326 -82.296501482100723 505.93021761349274 11.028199650206657 4.0783257389651899 -3.4122537088394171 -89.157439971581482 0.6362479507282216 -5.6636411905288702 -0.9415122102490433 -160.10801239013674 -14.598383765127146 -54.66103710051506 -2.7525512909187992 17.676236195765238 -39.098776798622282 2.0765250314985004 4.062599594204535 -0.22423880690395245 3.6506481444289203 -2.9781985272869491 -0.095659681527608953 -5.4774243281437798 42.860641209284466 28.550695394552676 0.53521467943900702 2.4621343645482203 -7.4904453173279766
leaf_weight=660306 33 2749 31 42 28 53 317 120 39 93 48 139 26 51 31 34 261 51 70 853 798 589 5159 836 26 48 26 3473 1555 128
leaf_count=660306 33 2749 31 42 28 53 317 120 39 93 48 139 26 51 31 34 261 51 70 853 798 589 5159 836 26 48 26 3473 1555 128
internal_value=0 -0.465496 2.19025 3.17266 91.8219 -30.2311 -9.24539 -35.1581 1.13341 -16.9345 -1.80577 -5.17062 -24.2928 -63.7315 -9.40661 -27.5089 -0.641166 2.67601 -15.2784 -1.48307 3.99426 7.8648 -2.2564 1.6306 12.4473 25.877 6.7352 1.68356 3.98137 18.902
internal_weight=0 17707 5938 5470 123 95 468 151 5347 158 11769 3030 281 77 204 65 8739 1769 121 6970 1648 850 6117 958 122 74 119 5189 1716 161
internal_count=678013 17707 5938 5470 123 95 468 151 5347 158 11769 3030 281 77 204 65 8739 1769 121 6970 1648 850 6117 958 122 74 119 5189 1716 161
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1925800 2 1048576 2 2 2 163856 2052 852128 2
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=8
split_feature=1 13 12 12 14 11 11 11 12 12 14 12 14 12 12 11 11 13 12 13 11 12 12 12 12 11 11 14 11 13
split_gain=318835 5.30217e+06 6.05877e+06 9.88919e+07 3.22615e+08 3.27872e+08 1.8825e+07 1.75793e+07 9.27175e+06 4.42196e+06 2.25701e+07 3.56881e+06 3.50552e+06 8.90781e+06 1.39048e+07 2.62802e+07 5.23635e+06 1.9456e+06 2.85779e+06 2.15238e+06 2.10656e+06 3.84317e+06 1.82449e+06 3.00764e+06 2.10958e+06 8.2683e+06 1.34167e+06 1.28188e+06 2.99415e+06 1.10379e+06
threshold=1.0000000180025095e-35 0 17.500000000000004 18.500000000000004 1 2.5000000000000004 3.5000000000000004 2.5000000000000004 23.500000000000004 16.500000000000004 2 19.500000000000004 3 17.500000000000004 18.500000000000004 3.5000000000000004 2.5000000000000004 4 2.5000000000000004 5 2.5000000000000004 1.5000000000000002 18.500000000000004 19.500000000000004 17.500000000000004 2.5000000000000004 3.5000000000000004 6 2.5000000000000004 7
decision_type=2 9 2 2 1 2 2 2 2 2 1 2 1 2 2 2 2 9 2 9 2 2 2 2 2 2 2 1 2 9
left_child=-1 2 9 4 5 -4 27 -6 11 29 -11 -8 13 -3 15 16 -15 18 19 -14 -21 -22 24 -24 -19 -26 -12 28 -5 -2
right_child=1 12 3 6 7 -7 8 -9 -10 10 26 -13 17 14 -16 -17 -18 22 -20 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.011285050327250497 0.45110033926119109 -2.722421336368881 7.446692518754439 -0.20983549077460109 4.9263965879167833 531.98205613356367 -102.77094926379976 -102.07208225025852 3.8238187789916993 -82.536472681949022 0.66455830891927092 -53.018927267323377 1.1022748890756642 3.7508953743792599 -4.7261568227801662 -123.74809973492768 -49.194934598861209 -2.052644335657444 -0.26511214132343391 3.3558126044273382 8.8595474321548249 36.470116885296711 23.458000847952707 0.74041385403994864 3.1949965823081232 -61.494511663502664 26.851285812377935 -1.453640183505281 45.208615094139468 3.583231155513888
leaf_weight=660306 3262 2814 22 47 28 26 21 34 24 38 90 46 379 47 198 33 31 4856 2770 160 146 77 70 348 62 29 25 287 21 1716
leaf_count=660306 3262 2814 22 47 28 26 21 34 24 38 90 46 379 47 198 33 31 4856 2770 160 146 77 70 348 62 29 25 287 21 1716
internal_value=0 -0.418704 2.09501 12.0142 96.935 291.57 -8.93041 -53.7502 -49.5087 1.02424 -15.7209 -68.6128 -1.60841 -4.49219 -20.6091 -48.9409 -17.2917 -0.597968 1.22333 6.65014 11.8031 18.3932 -1.79594 4.54479 -2.33533 -17.4203 6.35733 1.47133 13.8165 1.5389
internal_weight=0 17707 5687 556 110 48 446 62 91 5131 153 67 12020 3123 309 111 78 8897 3532 762 383 223 5365 418 4947 91 115 355 68 4978
internal_count=678013 17707 5687 556 110 48 446 62 91 5131 153 67 12020 3123 309 111 78 8897 3532 762 383 223 5365 418 4947 91 115 355 68 4978
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1925792 2 2 2 165893 34817 2 1073664
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=11
split_feature=13 12 12 13 0 14 11 12 14 12 9 11 12 12 12 2 12 14 11 13 6 12 12 11 11 14 13 13 13 13
split_gain=322499 1.82711e+06 6.33593e+06 7.36677e+06 2.47235e+07 7.17758e+07 2.3276e+08 4.89661e+08 5.3113e+06 5.35134e+06 1.23344e+07 7.37644e+06 5.94948e+06 5.26714e+06 5.97802e+06 3.79145e+06 1.3572e+07 4.19618e+07 4.54949e+07 3.98217e+06 2.9655e+06 3.88965e+06 6.63997e+06 1.50505e+07 8.07721e+06 1.52882e+07 5.51473e+07 2.63959e+07 2.66806e+06 2.12329e+06
threshold=0 4.5000000000000009 8.5000000000000018 1 1.0000000180025095e-35 2 2.5000000000000004 6.5000000000000009 3 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 7.5000000000000009 4 3.5000000000000004 5 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 4.5000000000000009 6 7 8 9 10
decision_type=9 2 2 9 2 1 2 2 1 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 1 9 9 9 9
left_child=-1 20 3 4 8 -6 13 -8 9 -3 11 -11 -13 -7 -15 -5 19 18 -18 -17 -2 -22 23 28 25 26 -25 -27 -23 -24
right_child=1 2 -4 15 5 6 7 -9 -10 10 -12 12 -14 14 -16 16 17 -19 -20 -21 21 22 29 24 -26 27 -28 -29 -30 -31
leaf_value=-0.039107891953390976 -0.37937188318443538 1.6878308159964428 -0.23706005271744712 1.0867789886341144 -13.857092448925151 10.887242247841575 -47.494965597299426 572.33999267578133 -3.8812395986013635 -1.6284701339058256 89.755835469563806 76.433004986798323 13.956101335797991 -76.349110521589012 -0.89479192097981786 11.310890977321527 166.63257699263724 -7.3685000000000009 -1.3569861224719457 -7.0944122001931476 -3.6411088405008232 6.9154321250940702 3.4448673130410707 78.863100983824921 -0.033563349155780402 -18.930607256973001 -15.389884497212098 35.630168859716406 -3.4045372578384754 -0.80942869887467206
leaf_weight=512681 79320 322 47976 27708 145 44 26 25 645 115 24 27 35 21 21 185 38 100 28 286 1203 369 1784 148 183 161 103 177 729 3384
leaf_count=512681 79320 322 47976 27708 145 44 26 25 645 115 24 27 35 21 21 185 38 100 28 286 1203 369 1784 148 183 161 103 177 729 3384
internal_value=0 0.121501 0.474245 1.61959 8.5482 35.1818 87.0843 256.346 2.19101 9.67974 22.4827 13.3609 41.1638 -13.2917 -38.622 1.26169 8.88991 33.4771 95.3643 0.224369 -0.191789 1.6137 2.5119 7.61811 18.3172 24.0187 42.7144 10.1352 0.0956245 0.664259
internal_weight=0 165332 77771 29795 1450 282 137 51 1168 523 201 177 62 86 42 28345 637 166 66 471 87561 8241 7038 1870 772 589 251 338 1098 5168
internal_count=678013 165332 77771 29795 1450 282 137 51 1168 523 201 177 62 86 42 28345 637 166 66 471 87561 8241 7038 1870 772 589 251 338 1098 5168
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1743282 4 2 2 2 2097153 2 1 1 73736 270408
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=9
split_feature=10 13 12 13 11 11 13 13 11 12 12 12 11 14 11 12 12 14 12 13 11 12 12 11 14 11 12 14 12 12
split_gain=305088 1.06923e+06 877003 1.84848e+06 1.69245e+06 1.14325e+06 1.54629e+06 1.41752e+06 1.08578e+06 9.77576e+06 1.17968e+06 4.58669e+06 8.17043e+06 946866 856915 1.04743e+06 8.23074e+06 4.94067e+06 769053 809018 727719 8.6475e+06 1.6231e+06 1.86068e+06 1.7344e+06 1.71507e+06 1.00145e+06 910124 717256 697490
threshold=1.0000000180025095e-35 0 5.5000000000000009 1 1.5000000000000002 3.5000000000000004 2 3 1.0000000180025095e-35 6.5000000000000009 14.500000000000002 15.500000000000002 2.5000000000000004 4 3.5000000000000004 11.500000000000002 12.500000000000002 5 6.5000000000000009 6 3.5000000000000004 2.5000000000000004 4.5000000000000009 2.5000000000000004 7 2.5000000000000004 3.5000000000000004 8 1.0000000180025095e-35 11.500000000000002
decision_type=2 9 2 9 2 2 9 9 2 2 2 2 2 1 2 2 2 1 2 9 2 2 2 2 1 2 2 1 2 2
left_child=-1 14 3 4 -3 6 -4 -7 9 -8 18 12 -12 -11 -2 -16 17 -17 -10 -20 22 -22 23 26 25 -24 -6 -28 -5 -15
right_child=1 2 5 28 20 7 8 -9 10 13 11 -13 -14 29 15 16 -18 -19 19 -21 21 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.014249037951818935 -1.3337997665714498 -3.4292174513621996 -2.0973570197886455 -3.3503481806879458 4.3335313600488012 0.57948167531747852 52.599013597209286 -4.0831426192700357 -3.2567754697354041 -2.8303289010136137 -0.35654663630894257 -1.5789435759011436 42.063247580528262 14.259759354264771 -0.33006263140494763 37.086065749366689 -2.9982612307353689 -5.2146786238017837 -0.4524074638650028 2.8743654586709479 47.229080125397331 -2.5166858690279028 -2.7756030001882781 -5.4245704939199051 31.925638686778935 24.920973862542048 25.387478382110597 3.1195456406165816 0.79386007502234657 -1.4620360125666081
leaf_weight=649465 11149 186 1802 460 256 1138 41 1521 535 227 105 340 80 73 1937 101 372 38 1864 1192 51 111 59 172 43 36 50 29 4534 46
leaf_count=649465 11149 186 1802 460 256 1138 41 1521 535 227 105 340 80 73 1937 101 372 38 1864 1192 51 111 59 172 43 36 50 29 4534 46
internal_value=0 -0.319766 0.263953 1.20129 5.11854 -0.361791 0.371603 -2.10081 1.36126 6.42838 0.88814 5.31577 17.9871 0.957295 -0.9611 0.732374 4.75965 25.5218 0.240825 0.853133 7.15208 13.144 5.64712 3.02998 15.2623 7.71994 7.37082 17.2132 0.411311 8.18243
internal_weight=0 28548 14951 5987 993 8964 6305 2659 4503 387 4116 525 185 346 13597 2448 511 139 3591 3056 807 162 645 507 138 95 335 79 4994 119
internal_count=678013 28548 14951 5987 993 8964 6305 2659 4503 387 4116 525 185 346 13597 2448 511 139 3591 3056 807 162 645 507 138 95 335 79 4994 119
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1400882 2101768 2625544 528641 2 2 131333 2 2
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=5
split_feature=14 13 8 12 13 12 11 11 11 12 12 2 12 12 13 11 11 12 11 12 11 11 12 11 11 9 12 13 11 12
split_gain=297867 1.90252e+06 5.38098e+06 2.50836e+07 9.24147e+07 2.21643e+08 2.7462e+08 1.14549e+08 1.04034e+07 2.51322e+07 1.35692e+08 4.83574e+06 1.26951e+07 2.57368e+07 2.84366e+07 2.1544e+07 6.404e+07 6.20469e+07 1.20155e+08 1.06853e+07 9.25343e+06 4.18204e+06 6.57592e+06 6.00195e+06 4.0406e+06 4.76243e+06 1.00315e+07 1.65752e+07 3.19996e+07 1.74168e+07
threshold=0 1 1.0000000180025095e-35 2.5000000000000004 2 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 11.500000000000002 13.500000000000002 1.0000000180025095e-35 6.5000000000000009 8.5000000000000018 3 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 2.5000000000000004 7.5000000000000009 3.5000000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 4 2.5000000000000004 3.5000000000000004
decision_type=1 9 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2
left_child=1 2 -1 4 5 -4 -7 -8 9 -5 -11 24 -13 14 15 -14 -17 -18 -19 20 -16 -6 -23 -24 -3 -26 27 28 29 -27
right_child=-2 11 3 8 21 6 7 -9 -10 10 -12 12 13 -15 19 16 17 18 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.58101796279138995 0.067800676708490257 -0.95780566415303481 -0.70241365987787807 -3.7717582838040986 -1.1255822920940333 -8.6936654090881351 449.46729278564453 172.50756748744422 -1.1892367353980229 245.13280882154191 -18.187094277601975 -4.4125545900883223 -9.121297208000632 3.4385208384929111 4.1187223568297275 215.06088714599611 -19.151264160871506 -10.411047799246653 298.05938558163848 -14.395650482565408 66.862379455566412 -6.2994352725514204 -62.253073441354857 -9.6430486188616076 0.090493124820305235 24.923921061486752 0.49719775974485891 0.65165290116165819 1.5141014177237762 67.855848082900053
leaf_weight=100056 332136 35356 189 167 169 44 32 28 4161 28 65 1449 34 2710 57 28 64 28 23 123 40 114 57 35 190897 361 7433 1415 586 128
leaf_count=100056 332136 35356 189 167 169 44 32 28 4161 28 65 1449 34 2710 57 28 64 28 23 123 40 114 57 35 190897 361 7433 1415 586 128
internal_value=0 -0.0647895 -0.419642 2.75238 20.8138 61.7092 181.064 320.219 0.0233567 19.4295 61.092 0.0902139 3.31715 6.92203 30.7011 59.0896 79.4397 46.4189 128.703 4.95042 29.9924 -12.4527 -22.3498 -42.2384 0.0279678 0.201521 2.33746 7.8309 17.1155 36.1617
internal_weight=0 345877 105145 5089 668 293 104 60 4421 260 93 240732 4556 3107 397 177 143 115 51 220 97 375 206 92 236176 200820 9923 2490 1075 489
internal_count=678013 345877 105145 5089 668 293 104 60 4421 260 93 240732 4556 3107 397 177 143 115 51 220 97 375 206 92 236176 200820 9923 2490 1075 489
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 463790 131104 16400 1048592
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=9
split_feature=8 13 12 12 14 11 11 12 11 12 11 14 11 12 12 12 14 14 14 12 12 13 12 11 11 13 12 14 12 12
split_gain=321796 1.00939e+07 1.31827e+07 2.98097e+07 7.51212e+07 1.20118e+08 2.59273e+07 5.63925e+06 1.86211e+07 1.28036e+07 2.17226e+08 7.83394e+07 4.92335e+06 2.43546e+07 2.09169e+07 1.14841e+07 1.21419e+08 2.58378e+07 3.93962e+06 3.79555e+06 3.61231e+06 9.79417e+06 2.38293e+07 3.78862e+07 5.11586e+06 6.16582e+06 1.0952e+07 1.61127e+07 2.90961e+06 2.53135e+06
threshold=1.0000000180025095e-35 0 2.5000000000000004 1.5000000000000002 1 2.5000000000000004 3.5000000000000004 14.500000000000002 3.5000000000000004 13.500000000000002 3.5000000000000004 2 1.5000000000000002 10.500000000000002 12.500000000000002 11.500000000000002 3 4 5 15.500000000000002 1.5000000000000002 6 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 7 1.0000000180025095e-35 8 16.500000000000004 2.5000000000000004
decision_type=2 9 2 2 1 2 2 2 2 2 2 1 2 2 2 2 1 1 1 2 2 9 2 2 2 9 2 1 2 2
left_child=-1 2 3 -2 5 -5 -7 9 18 12 11 -11 13 -4 15 17 -17 -15 -9 -10 21 22 23 -3 25 26 -23 -28 -20 -22
right_child=1 20 7 4 -6 6 -8 8 19 10 -12 -13 -14 14 -16 16 -18 -19 28 -21 29 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.013676443049091559 0.33431762218475347 -26.975849609375004 -0.71638953862737875 -2.4968235723751109 -2.7942367588536126 193.16419372558596 92.792860551313936 -2.7338516324313722 -63.930664111118688 1.2417388585305984 174.40174340111869 -155.72637733459476 -0.73139414289399574 -24.40055811200823 -12.997811504438813 259.93060765075683 -38.466333491007489 97.998603248596197 0.6879027880155123 -28.274155935810672 -6.4868613376958866 -5.130944322559932 -4.2039770264223399 147.44818653915868 -1.6049846200611591 -6.9810126245021822 -5.8991828319353941 74.94851379394531 46.049397487025111 -1.7624146244511423
leaf_weight=652834 800 20 714 97 267 62 44 402 51 155 70 40 4099 35 51 25 30 34 26 72 1229 73 83 33 1741 102 39 67 31 14687
leaf_count=652834 800 20 714 97 267 62 44 402 51 155 70 40 4099 35 51 25 30 34 26 72 1229 73 83 33 1741 102 39 67 31 14687
internal_value=0 -0.350649 2.84046 12.0774 32.0656 77.9156 151.501 0.834889 -8.5048 1.86967 23.2888 -30.9568 0.731723 7.47786 40.9104 63.0823 97.1686 35.9121 0.754702 -43.0586 -1.60577 2.23268 27.2421 81.6278 0.413766 12.9361 23.37 45.2027 25.3582 -2.12723
internal_weight=0 25179 7105 1270 470 203 106 5835 582 5253 265 195 4988 889 175 124 55 69 459 123 18074 2158 136 53 2022 281 179 106 57 15916
internal_count=678013 25179 7105 1270 470 203 106 5835 582 5253 265 195 4988 889 175 124 55 69 459 123 18074 2158 136 53 2022 281 179 106 57 15916
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=397664 2 2 2 2 2 128 16 2
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=10
split_feature=12 13 8 13 12 14 11 11 12 13 14 11 11 12 8 11 14 11 9 13 12 11 14 11 12 14 11 11 8 13
split_gain=355707 3.4384e+06 5.57907e+06 2.99996e+07 6.44853e+07 1.4825e+08 2.00639e+08 8.54625e+07 5.71171e+06 9.99778e+06 1.51677e+07 1.9045e+07 2.09033e+07 3.3502e+06 3.14136e+06 8.05534e+06 9.43023e+06 1.08525e+07 2.09484e+06 1.9196e+07 6.51764e+06 1.58518e+07 1.48008e+07 7.66911e+07 1.09713e+07 2.22866e+07 6.48793e+07 6.96771e+06 2.00101e+06 4.38377e+06
threshold=2.5000000000000004 0 1.0000000180025095e-35 1 1.5000000000000002 2 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 3 4 3.5000000000000004 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 5 3.5000000000000004 1.0000000180025095e-35 6 1.5000000000000002 2.5000000000000004 7 3.5000000000000004 1.0000000180025095e-35 8 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 9
decision_type=2 9 2 9 2 1 2 2 2 9 1 2 2 2 2 2 1 2 2 9 2 2 1 2 2 1 2 2 2 9
left_child=1 13 18 4 -4 6 -6 -8 9 10 -5 12 -12 -1 -15 -16 17 -17 -3 20 24 -22 27 -24 25 26 -20 -23 -2 -30
right_child=28 2 3 8 5 -7 7 -9 -10 -11 11 -13 -14 14 15 16 -18 -19 19 -21 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.24241389498237834 0.087272497987842645 -0.022622415330408929 0.33580259953515007 -10.278828015046962 -7.5746164495294757 -0.53216250084883332 385.20413360595705 145.97753813607355 -4.2037900411801532 -1.6833120493131266 24.858207988739014 -1.6928027343750001 133.47487615636879 -1.7543359979913902 -0.90892799847266259 -62.703283107711606 -3.3520311865476096 16.293411462957209 209.03960385529891 -1.6689613520277871 -3.1302353342374167 4.8145881652832037 222.05930447387698 -4.6647284842826222 -4.6217141678344174 -4.6756082472048304 -3.7558466058028372 53.501096430364647 3.0117056685025965 -1.463539004722791
leaf_weight=29863 469344 136297 472 68 44 151 32 28 1709 418 34 45 37 15462 408 83 101 22 23 2240 96 66 25 37 219 76 38 53 2482 18040
leaf_count=29863 469344 136297 472 68 44 151 32 28 1709 418 34 45 37 15462 408 83 101 22 23 2240 96 66 25 37 219 76 38 53 2482 18040
internal_value=0 -0.116752 0.126239 4.36558 21.9251 62.7461 154.621 273.565 -1.24779 7.12318 25.8176 49.2032 81.4613 -0.868791 -2.0329 -9.04774 -25.1673 -46.1516 0.033706 2.70596 17.9306 29.7174 47.1393 86.7563 9.26317 31.4587 76.4785 26.4985 0.0450105 -0.921533
internal_weight=0 188147 142208 3038 727 255 104 60 2311 602 184 116 71 45939 16076 614 206 105 139170 2873 633 277 181 62 356 137 61 119 489866 20522
internal_count=678013 188147 142208 3038 727 255 104 60 2311 602 184 116 71 45939 16076 614 206 105 139170 2873 633 277 181 62 356 137 61 119 489866 20522
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=532564 131104 2 385 2 2 1048832 2 2 266560
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=11
split_feature=13 12 12 0 13 11 14 13 13 11 14 12 12 11 11 12 11 11 14 1 13 12 12 11 13 14 7 8 13 11
split_gain=336772 1.4012e+06 1.90824e+06 5.3493e+06 1.1382e+07 1.21289e+07 2.88036e+07 1.11829e+07 4.0898e+06 4.0765e+07 8.87081e+07 3.03676e+06 2.40493e+06 2.31041e+06 7.29338e+06 3.05015e+06 3.6812e+07 2.93961e+07 1.90431e+06 1.50585e+06 3.02171e+06 3.57182e+06 1.78452e+07 3.25234e+07 1.52773e+06 2.18352e+06 1.30447e+06 1.29767e+06 2.30462e+06 1.48966e+06
threshold=0 12.500000000000002 10.500000000000002 1.0000000180025095e-35 1 3.5000000000000004 2 3 4 3.5000000000000004 5 9.5000000000000018 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 2.5000000000000004 2.5000000000000004 6 1.0000000180025095e-35 7 6.5000000000000009 7.5000000000000009 2.5000000000000004 8 9 1.0000000180025095e-35 1.0000000180025095e-35 10 4.5000000000000009
decision_type=9 2 2 2 9 2 1 9 9 2 1 2 2 2 2 2 2 2 1 2 9 2 2 2 9 1 2 2 9 2
left_child=26 2 11 8 -5 6 7 -6 9 -4 -11 12 -2 -9 -15 17 -17 -16 -7 -14 21 24 23 -23 -21 -26 -1 -10 29 -29
right_child=1 -3 3 4 5 18 -8 13 27 10 -12 -13 19 14 15 16 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.093788000176247721 -0.16488699776663265 -0.55048971965317051 0.32683973389287152 -1.6312574011420236 -0.2740134982739465 -3.2020844271332312 -0.93844451795512729 62.317823589549349 -0.93590510964086582 245.98764540932393 -7.5809032852585254 -1.5581081323788084 0.58380518941906534 -2.0973172613914977 68.885661718580465 -2.6576057872552981 81.255074426782045 -3.3158150430453031 7.3954221328735361 -3.1123618329692091 -0.86909372079737324 122.29200438474999 -1.7635212758953653 4.9894573593139651 -2.683511966466904 13.871591600987584 0.50008962649022914 22.454207852421973 0.19249584038220152 -4.4707249274620642
leaf_weight=444527 71938 27413 682 1566 108 527 526 34 7280 22 37 10005 70154 47 108 87 131 118 250 224 774 39 178 60 128 211 40343 98 372 26
leaf_count=444527 71938 27413 682 1566 108 527 526 34 7280 22 37 10005 70154 47 108 87 131 118 250 224 774 39 178 60 128 211 40343 98 372 26
internal_value=0 0.11177 0.221319 1.4348 4.72483 9.82386 16.3554 30.7259 0.0820192 7.12935 86.9701 0.126434 0.243714 36.4146 35.3626 39.3279 47.767 31.1875 0.207667 0.653284 3.67324 7.77644 17.1655 51.1996 3.29507 7.40234 -0.0443742 -0.597943 4.35042 15.5543
internal_weight=0 193143 165730 12019 3502 1936 1159 633 8517 741 59 153711 143706 525 491 444 218 226 777 71768 1614 840 277 99 563 339 484870 7776 496 124
internal_count=678013 193143 165730 12019 3502 1936 1159 633 8517 741 59 153711 143706 525 491 444 218 226 777 71768 1614 840 277 99 563 339 484870 7776 496 124
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1218998 24648 2 328192 65600 2 2 851969 524288 2 1
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=7
split_feature=13 11 7 14 3 12 12 0 13 12 6 12 12 6 12 1 14 11 13 12 12 14 3 11 11 11 14 0 12 12
split_gain=316552 1.20514e+06 1.40925e+06 1.22687e+06 1.66692e+06 5.50149e+06 1.12217e+07 4.04006e+07 6.44778e+06 2.39623e+07 1.50371e+07 9.95477e+06 1.36006e+06 3.45775e+06 876665 1.93028e+06 1.92637e+06 3.7304e+06 794056 3.69987e+06 6.94791e+06 9.18476e+06 6.60966e+06 7.36424e+06 1.61044e+07 1.46154e+06 1.44472e+06 1.87639e+06 3.79783e+06 1.07024e+06
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1 1.0000000180025095e-35 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 2 4.5000000000000009 1.0000000180025095e-35 5.5000000000000009 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 2.5000000000000004 4 2.5000000000000004 1.5000000000000002 5 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 2.5000000000000004 6 1.0000000180025095e-35 7.5000000000000009 3.5000000000000004
decision_type=9 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 1 2 9 2 2 1 2 2 2 2 1 2 2 2
left_child=1 3 14 4 5 6 8 -8 9 -1 11 -11 -5 -14 15 -3 -17 -18 19 20 -16 22 -22 24 -24 26 27 -21 -29 -28
right_child=-2 2 -4 12 -6 -7 7 -9 -10 10 -12 -13 13 -15 18 16 17 -19 -20 25 21 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-3.7610671980532611 -0.02223553780510738 -1.0091722009360116 -1.3457308447583431 -1.2094820861254134 -1.7164421805737988 -0.7657964339630241 -3.2182478250241751 106.51301776123046 -1.1899678639452553 -8.821671104431152 118.02865336100261 76.619346481323234 -0.64526988643489469 -40.068767797946933 -0.12830648267591324 -9.4702769470214854 0.89701131184895844 58.609361085437598 0.62567390441340032 4.299118975688347 -13.245965650004727 0.19781569204022809 92.807490844726573 52.205788937876051 -9.4463321742726798 -3.4728634190039838 7.918255045327796 54.346356074015297 0.13567907469613213 -5.3284921015863835
leaf_weight=173 612630 4323 4073 8577 2107 2563 102 50 732 30 30 25 73 32 555 20 24 21 40004 253 31 186 20 121 67 826 83 24 28 230
leaf_count=173 612630 4323 4073 8577 2107 2563 102 50 732 30 30 25 73 32 555 20 24 21 40004 253 31 186 20 121 67 826 83 24 28 230
internal_value=0 0.209226 0.438381 -0.595202 0.529281 1.8064 7.57921 32.8776 3.69502 16.9441 61.0787 30.0152 -1.34797 -12.6601 0.593599 -0.75199 16.3526 27.8294 0.732763 2.48725 7.2399 16.8619 29.8306 36.2507 14.0603 -0.721007 2.95704 7.85504 25.156 -1.81578
internal_weight=0 65383 50889 14494 5812 3705 1142 152 990 258 85 55 8682 105 46816 4388 65 45 42428 2424 980 425 239 208 87 1444 618 305 52 313
internal_count=678013 65383 50889 14494 5812 3705 1142 152 990 258 85 55 8682 105 46816 4388 65 45 42428 2424 980 425 239 208 87 1444 618 305 52 313
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2121792 2 64 2 2097152 2 2
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=5
split_feature=14 13 12 6 11 11 12 13 13 12 12 1 12 11 12 12 8 13 12 12 11 11 11 12 6 11 2 11 12 12
split_gain=330476 1.86239e+06 4.65352e+06 1.19227e+07 2.21782e+07 6.71851e+07 7.55886e+07 1.68735e+08 5.08354e+07 1.09056e+08 3.16735e+08 5.55892e+06 7.94619e+06 8.96827e+06 1.10657e+07 5.33917e+06 1.77604e+07 2.12172e+07 3.21206e+07 1.31221e+08 1.62517e+08 6.92246e+07 3.28561e+06 1.87965e+07 4.64685e+07 7.21311e+07 4.13738e+06 6.64608e+06 1.35845e+07 6.20541e+07
threshold=0 1 13.500000000000002 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 14.500000000000002 2 3 16.500000000000004 17.500000000000004 1.0000000180025095e-35 17.500000000000004 2.5000000000000004 18.500000000000004 4.5000000000000009 1.0000000180025095e-35 4 2.5000000000000004 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 6.5000000000000009
decision_type=1 9 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 11 5 -5 7 -7 9 -8 -11 -4 -13 -14 -15 16 -1 18 19 -18 -21 -22 23 -17 -25 -26 -24 -28 29 -29
right_child=-2 -3 3 4 -6 6 8 -9 -10 10 -12 12 13 14 -16 22 17 -19 -20 20 21 -23 26 24 25 -27 27 28 -30 -31
leaf_value=-0.33940174222237462 0.071323130192210954 0.051289922532238741 -0.16104364489679135 -2.2116308046531432 -7.3419499504072263 132.79648005870166 1.5418846868699596 -25.219784061848618 0.34636801528930666 443.90461718750004 -31.146524715423585 -1.8655880867074073 5.5164229558064388 -101.04251632690431 -24.502978765029535 -1.8908895043231249 -0.6875822541574953 -6.0460747367748322 0.90955605632853964 -6.8055524652654471 346.69532623291019 131.39139180864606 -1.1457356863665387 -2.1732899806469304 -2.0805786342411254 -130.1918922962862 -1.1346369290016067 5.3438083719324183 -6.7593501619724412 -182.69467350886418
leaf_weight=26765 332136 273261 9265 1542 893 171 93 109 590 25 32 219 39 30 51 4247 189 335 265 44 32 28 26382 395 91 85 426 54 193 26
leaf_count=26765 332136 273261 9265 1542 893 171 93 109 590 25 32 219 39 30 51 4247 189 335 265 44 32 28 26382 395 91 85 426 54 193 26
internal_value=0 -0.0683363 -0.518437 1.19106 6.22879 10.9589 30.8698 75.125 14.1245 64.027 177.209 -0.621243 -13.1987 -33.8816 -52.851 -0.893363 0.123467 13.9966 25.6775 48.955 139.171 246.22 -1.77501 -4.18113 -21.2156 -63.9525 -1.34693 -8.94049 -21.1211 -55.7687
internal_weight=0 345877 72616 13059 3455 2562 1020 280 740 150 57 9604 339 120 81 59557 27658 893 558 293 104 60 31899 4818 571 176 27081 699 273 80
internal_count=678013 345877 72616 13059 3455 2562 1020 280 740 150 57 9604 339 120 81 59557 27658 893 558 293 104 60 31899 4818 571 176 27081 699 273 80
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 459566 131072 256 131104
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=9
split_feature=12 13 8 13 12 14 11 11 12 13 14 11 11 12 8 11 14 11 11 14 12 6 7 14 8 11 12 11 13 3
split_gain=284120 2.69865e+06 3.54113e+06 1.99098e+07 4.21641e+07 9.73499e+07 1.31639e+08 5.6072e+07 4.63411e+06 6.57003e+06 4.68591e+06 3.14102e+06 5.71987e+06 2.73872e+06 2.53565e+06 6.53313e+06 7.63095e+06 8.79881e+06 1.79058e+06 7.95323e+06 1.14207e+07 1.53041e+07 4.36087e+06 2.56805e+06 3.97675e+06 9.90594e+06 1.04902e+07 2.57489e+06 5.0445e+06 9.59665e+06
threshold=2.5000000000000004 0 1.0000000180025095e-35 1 1.5000000000000002 2 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 3 4 3.5000000000000004 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 5 3.5000000000000004 3.5000000000000004 6 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 8 1.0000000180025095e-35
decision_type=2 9 2 9 2 1 2 2 2 9 1 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 2 9 2
left_child=1 13 -3 4 -4 6 -6 -8 9 10 -5 12 -12 18 -15 -16 17 -17 23 -20 21 -21 -22 27 -25 26 -26 28 29 -1
right_child=-2 2 3 8 5 -7 7 -9 -10 -11 11 -13 -14 14 15 16 -18 -19 19 20 22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=3.1258504495307906 0.0403389580718716 0.037319053877384621 0.33708072355238061 3.3480359207956414 -6.1249974944374781 -0.4744760724882417 312.02581787109375 118.25225745609828 -3.7463529790891692 -1.8643132601155863 13.380468705643054 4.6289398931687877 61.509319594810748 -1.5727308116281746 -0.79578259365231396 -56.422297158298733 -3.0181549903189784 14.708267350630329 -3.0978378781059694 12.802860858690302 -3.7251388203713205 62.819516740699079 19.979893547555676 -1.4385768972088171 -4.2992761318500232 -0.27700245705267573 53.11702405417838 -0.31490364817554239 -1.2612119457300972 21.26882019042969
leaf_weight=1631 489866 139170 472 95 44 151 32 28 1709 375 43 31 58 15462 408 83 101 22 1160 353 496 74 92 16841 52 433 82 6740 1554 355
leaf_count=1631 489866 139170 472 95 44 151 32 28 1709 375 43 31 58 15462 408 83 101 22 1160 353 496 74 92 16841 52 433 82 6740 1554 355
internal_value=0 -0.104233 0.111039 3.48849 17.7935 50.8029 125.254 221.598 -1.08394 6.45631 19.4281 32.4727 41.0188 -0.77048 -1.823 -8.12538 -22.6422 -41.5188 -0.20414 2.55864 9.02319 21.4709 -0.0161882 -0.421167 -1.16125 7.076 30.8361 0.832073 3.01586 6.33702
internal_weight=0 188147 142208 3038 727 255 104 60 2311 602 227 132 101 45939 16076 614 206 105 29863 2175 1015 427 588 27688 17408 567 134 10280 3540 1986
internal_count=678013 188147 142208 3038 727 255 104 60 2311 602 227 132 101 45939 16076 614 206 105 29863 2175 1015 427 588 27688 17408 567 134 10280 3540 1986
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=532564 131104 2 1048960 2 2 2 2 16
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=12
split_feature=8 13 12 14 11 12 11 14 12 13 12 14 11 11 11 13 12 14 12 13 12 11 11 12 14 14 12 13 12 14
split_gain=339053 5.50718e+06 5.74301e+06 1.52888e+07 3.27165e+07 7.83147e+06 1.76076e+08 5.26565e+07 4.42649e+06 1.26433e+07 3.41529e+07 7.88534e+07 1.06628e+08 4.54183e+07 4.10744e+06 1.86302e+07 5.20708e+07 5.61462e+07 2.57213e+06 6.26172e+06 1.49664e+07 2.74592e+07 3.65249e+06 4.00502e+06 5.40248e+06 2.39542e+06 6.29666e+06 1.99483e+06 4.94165e+06 8.71259e+06
threshold=1.0000000180025095e-35 0 14.500000000000002 1 2.5000000000000004 13.500000000000002 3.5000000000000004 2 2.5000000000000004 3 1.5000000000000002 4 2.5000000000000004 3.5000000000000004 1.5000000000000002 5 10.500000000000002 6 1.5000000000000002 7 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8 9 8.5000000000000018 10 2.5000000000000004 11
decision_type=2 9 2 1 2 2 2 1 2 9 2 1 2 2 2 9 2 1 2 9 2 2 2 2 1 1 2 9 2 1
left_child=-1 2 5 -4 -5 8 7 -7 9 10 -2 12 -12 -14 15 16 25 -18 19 20 21 -3 23 -21 -25 26 -10 28 29 -20
right_child=1 18 3 4 -6 6 -8 -9 14 -11 11 -13 13 -15 -16 -17 17 -19 27 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.014081801050415475 0.30337261749526201 -27.419820709228517 -1.251906302617944 7.7801494762301449 -117.3527526752369 0.3492451977595098 157.0631900242397 -118.72411561519542 0.81223730432226304 -2.9143427973751419 -5.512497550790961 -0.42702825653631954 280.82317047119142 106.42701639447894 -0.66434857933351088 -2.1354894020394508 214.80334564491557 35.850438434600832 -37.183592529296874 -3.6477631103212591 -2.9833711187523533 121.07456720525568 -1.3093199267115321 -5.0656249569012566 34.226145878016396 -6.5860462652898466 53.431113230387375 -1.2874915899837454 -2.9020873501858651 -0.27823925296755603
leaf_weight=652834 472 20 575 48 37 177 70 47 94 677 44 151 32 28 4441 795 27 50 120 107 83 33 1665 52 107 113 30 12607 2340 137
leaf_count=652834 472 20 575 48 37 177 70 47 94 677 44 151 32 28 4441 795 27 50 120 107 83 33 1665 52 107 113 30 12607 2340 137
internal_value=0 -0.359884 1.82444 -7.10371 -46.6895 2.63995 18.6266 -24.6349 1.96407 6.98027 16.0142 45.7226 112.728 199.438 0.695105 6.13905 26.3187 98.6002 -1.3603 1.94867 21.914 65.0389 0.42682 11.3101 21.376 3.9454 13.5426 -1.81106 -4.33104 -17.5103
internal_weight=0 25179 7908 660 85 7248 294 224 6954 1404 727 255 104 60 5550 1109 314 77 17271 2067 136 53 1931 266 159 237 124 15204 2597 257
internal_count=678013 25179 7908 660 85 7248 294 224 6954 1404 727 255 104 60 5550 1109 314 77 17271 2067 136 53 1931 266 159 237 124 15204 2597 257
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=405856 2 2 131104 2 4096 2 128 2 2 524422 2
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=10
split_feature=13 12 12 3 14 12 11 13 0 13 11 14 12 13 11 6 12 13 0 14 11 11 5 11 13 14 2 9 12 11
split_gain=342406 1.58101e+06 2.37202e+06 1.53765e+07 6.12754e+07 1.60842e+08 2.65553e+08 3.9203e+06 5.81207e+06 7.48163e+06 1.32327e+07 2.63466e+07 3.59021e+06 2.99344e+06 3.29775e+07 9.0175e+07 2.50907e+06 6.17427e+06 1.39168e+07 4.69326e+07 1.45147e+08 2.60624e+08 3.3916e+06 2.32666e+07 3.43925e+06 3.21429e+06 7.57696e+06 2.87432e+06 6.77184e+06 2.34752e+06
threshold=0 12.500000000000002 10.500000000000002 1.0000000180025095e-35 1 11.500000000000002 1.5000000000000002 2 1.0000000180025095e-35 3 3.5000000000000004 4 9.5000000000000018 5 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 6 1.0000000180025095e-35 7 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8 9 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35
decision_type=9 2 2 2 1 2 2 9 2 9 2 1 2 9 2 2 2 9 2 1 2 2 2 2 9 1 2 2 2 2
left_child=-1 2 12 7 -5 6 -6 -4 13 -10 11 29 16 14 -9 -16 -2 18 25 -20 -21 -22 24 -24 -19 27 -27 -18 -29 -11
right_child=1 -3 3 4 5 -7 -8 8 9 10 -12 -13 -14 -15 15 -17 17 22 19 20 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.047771000248194112 -0.02524901766176247 -0.56316195793660084 -1.4873886803403271 -8.9447975753074473 -8.2911749964175012 -11.708585585488215 477.67599293101921 0.22420022347815949 -1.4402804885725873 58.149986798835528 0.18978040190665954 -0.90804086738908796 -1.6214008677969174 -0.31156112556897719 -13.671459177920694 244.53527777535575 5.0965970472228896 -1.9475749489561001 -11.080577859649047 -7.0576175299934718 354.08838814400337 -50.285966328212197 85.169614129453095 -2.8733711686524206 0.8648572131711284 -0.21031335632597803 -51.476129417419429 -3.3710000174386163 60.276578450202948 30.630704882746809
leaf_weight=465983 109658 30305 4377 215 23 72 22 665 879 33 775 426 11124 5440 38 21 553 4860 187 115 37 28 37 159 40634 739 30 35 32 511
leaf_count=465983 109658 30305 4377 215 23 72 22 665 879 33 775 426 11124 5440 38 21 553 4860 187 115 37 28 37 159 40634 739 30 35 32 511
internal_value=0 0.105513 0.217029 1.49254 22.7471 80.9842 229.293 0.95653 2.17298 6.11703 9.8755 17.7159 0.114695 0.497536 6.49158 78.2326 0.237622 0.845174 6.64731 24.0043 60.4535 179.896 0.62059 13.747 0.564175 2.10913 -2.21028 7.46659 27.0278 32.3001
internal_weight=0 212030 181725 13497 332 117 45 13165 8788 2624 1745 970 168228 6164 724 59 157104 47446 1756 367 180 65 45690 196 45494 1389 769 620 67 544
internal_count=678013 212030 181725 13497 332 117 45 13165 8788 2624 1745 970 168228 6164 724 59 157104 47446 1756 367 180 65 45690 196 45494 1389 769 620 67 544
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1218962 2 2367532 81984 2 65600 4 2 2359328 2
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=10
split_feature=13 2 14 13 12 12 11 12 11 12 13 11 12 12 4 12 13 4 11 14 13 11 14 0 11 8 7 14 9 13
split_gain=328942 920770 7.28118e+06 8.92364e+06 1.16618e+07 3.81426e+07 6.35816e+07 2.08099e+07 2.9877e+06 3.31024e+06 840698 1.1502e+06 779153 765141 2.3574e+06 1.81403e+06 7.21964e+06 1.2761e+07 3.79991e+07 7.33975e+07 5.41821e+06 1.41209e+07 2.19044e+07 4.73395e+07 1.84466e+07 3.8487e+06 3.03038e+06 2.15876e+06 2.47713e+06 7.31906e+06
threshold=0 1.0000000180025095e-35 1 2 2.5000000000000004 8.5000000000000018 2.5000000000000004 5.5000000000000009 2.5000000000000004 12.500000000000002 3 3.5000000000000004 6.5000000000000009 11.500000000000002 1.0000000180025095e-35 10.500000000000002 4 1.0000000180025095e-35 2.5000000000000004 5 6 2.5000000000000004 7 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 8 1.0000000180025095e-35 9
decision_type=9 2 1 9 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 1 9 2 1 2 2 2 2 1 2 9
left_child=1 -1 3 4 -3 6 -6 -8 9 -7 -4 -12 -13 15 -15 27 -17 20 19 -19 -18 22 23 26 -25 -24 -22 28 -2 -30
right_child=13 2 10 -5 5 8 7 -9 -10 -11 11 12 -14 14 -16 16 17 18 -20 -21 21 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=0.13057873273439166 -0.35594661698052965 -9.3624049249960457 4.0917932227805807 -0.61516596170170823 -3.4472907771234933 39.378935316132335 103.05494137468008 232.0311866586859 -6.6893112622055355 1.6909675880714699 -3.4533797475089019 -7.8634736288161511 -28.963949810663863 0.23788799094954102 -2.7601576075799001 -2.0173781634047461 -0.67824573886280248 152.12435602569582 -11.592239645415662 -57.729136703491214 2.3873030809708586 -0.29293254150026965 -0.23548752167088816 44.292379951477052 128.26474402476165 43.675968497140069 34.835459354945591 0.17404206870000385 -1.245852814786879 4.397022007488542
leaf_weight=90720 191276 98 125 447 46 41 29 22 102 54 791 42 30 134278 2675 17950 5624 50 102 25 162 1542 403 47 59 21 35 221960 5055 4202
leaf_count=90720 191276 98 125 447 46 41 29 22 102 54 791 42 30 134278 2675 17950 5624 50 102 25 162 1542 403 47 59 21 35 221960 5055 4202
internal_value=0 0.175322 2.39802 9.24862 20.0018 30.4702 81.8011 158.692 5.19563 17.9563 -3.41945 -4.50264 -16.6553 -0.0275516 0.179329 -0.0907231 -0.901108 1.58234 28.1389 82.1732 0.988813 5.10133 16.613 37.1464 91.0317 1.93937 8.1522 -0.0408141 -0.278628 1.319
internal_weight=0 92547 1827 839 392 294 97 51 197 95 988 863 72 585466 136953 448513 26020 8070 177 75 7893 2269 727 303 106 424 197 422493 200533 9257
internal_count=678013 92547 1827 839 392 294 97 51 197 95 988 863 72 585466 136953 448513 26020 8070 177 75 7893 2269 727 303 106 424 197 422493 200533 9257
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2384488 2 16416 520 657558 2 1052928 2 2 692609
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=10
split_feature=5 13 11 12 11 12 11 12 13 4 12 11 8 14 12 1 14 1 12 6 13 12 14 14 12 13 14 12 9 13
split_gain=288978 2.31596e+06 2.71034e+07 895740 1.90488e+06 412627 947234 342745 1.9186e+06 1.82148e+06 1.14368e+06 3.5153e+06 9.00306e+06 7.27025e+07 9.53323e+06 2.4198e+07 7.12422e+07 2.07262e+07 3.05759e+08 7.34746e+06 2.23078e+07 3.28611e+07 5.80829e+07 1.63687e+07 3.53726e+07 3.38421e+07 7.03182e+06 2.09605e+07 5.08182e+06 1.80043e+07
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 11.500000000000002 1 1.0000000180025095e-35 14.500000000000002 3.5000000000000004 1.0000000180025095e-35 2 18.500000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 4 16.500000000000004 5 6 15.500000000000002 7 8 16.500000000000004 1.0000000180025095e-35 9
decision_type=2 9 2 2 2 2 2 2 9 2 2 2 2 1 2 2 1 2 2 2 9 2 1 1 2 9 1 2 2 9
left_child=7 2 -2 4 -4 6 -3 -1 9 10 -9 -12 14 -14 17 -16 -17 19 26 28 21 -21 -23 -22 25 -25 27 -19 -13 -30
right_child=1 5 3 -5 -6 -7 -8 8 -10 -11 11 12 13 -15 15 16 -18 18 -20 20 23 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.033697461604610485 119.78251724243165 -2.5026991199044621 29.566502663397017 -1.4330002993006599 -2.9523126646529798 -1.8999705141352781 15.188501203821062 0.70242256152883265 -0.46890495379611069 -2.5621660468039904 -0.26688697048949733 -0.56943659149470938 1.2516749011503685 -157.41687517166139 -0.45673129168676918 -167.3815252685547 -1.175294901156912 -1.9009758735770612 291.00014691475116 14.058570952913655 -1.7148302853398207 195.13935012817385 -2.0782655170985631 85.433010359835038 -2.8895016966639342 4.6482705340178114 2.9174326921764173 -106.26363480179398 45.386901909964429 -1.6465184738841683
leaf_weight=519472 20 85 31 352 43 3469 47 58616 39145 2121 46575 3409 296 32 1541 35 98 67 39 134 1230 32 28 111 296 105 152 27 102 303
leaf_count=519472 20 85 31 352 43 3469 47 58616 39145 2121 46575 3409 296 32 1541 35 98 67 39 134 1230 32 28 111 296 105 152 27 102 303
internal_value=0 -0.842358 5.87905 0.669474 10.6704 -1.68648 3.79644 0.00519283 0.135958 0.341236 0.395653 0.0663921 1.99777 -14.2282 2.68814 -3.98886 -44.9138 4.54023 30.8631 3.23553 8.25286 39.5594 103.104 4.51336 19.5638 50.3331 -10.3782 -31.8775 0.688716 11.2789
internal_weight=0 4047 446 426 74 3601 132 673966 154494 115349 113228 54612 8037 328 7709 1674 133 6035 285 5750 1936 194 60 1742 512 216 246 94 3814 405
internal_count=678013 4047 446 426 74 3601 132 673966 154494 115349 113228 54612 8037 328 7709 1674 133 6035 285 5750 1936 194 60 1742 512 216 246 94 3814 405
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=33 2042642 2 2 2048 2 2 131072 2 1048576
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=9
split_feature=13 2 14 13 12 12 11 12 11 12 11 12 13 11 12 7 13 12 11 14 12 12 11 14 12 12 12 14 13 11
split_gain=292632 748148 5.90336e+06 7.23381e+06 9.98987e+06 1.31053e+08 1.56769e+07 2.7117e+07 6.71662e+06 2.80032e+06 2.1934e+06 3.62802e+06 721643 926921 896577 675090 1.59615e+06 3.42478e+06 1.87236e+07 2.02539e+07 2.45389e+07 4.72814e+06 2.18727e+07 3.15684e+07 2.74715e+06 3.56468e+06 9.1075e+06 1.93677e+07 1.40637e+07 1.99055e+07
threshold=0 1.0000000180025095e-35 1 2 7.5000000000000009 9.5000000000000018 3.5000000000000004 2.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 12.500000000000002 3 3.5000000000000004 7.5000000000000009 1.0000000180025095e-35 4 14.500000000000002 4.5000000000000009 5 15.500000000000002 15.500000000000002 1.0000000180025095e-35 6 2.5000000000000004 5.5000000000000009 6.5000000000000009 7 8 3.5000000000000004
decision_type=9 2 1 9 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 1 2 2 2 1 2 2 2 1 9 2
left_child=1 -1 3 4 6 -6 8 -8 -3 -10 11 -7 -4 -14 -15 -2 24 -18 21 20 -20 22 23 -19 -17 -26 27 28 -27 -30
right_child=15 2 12 -5 5 10 7 -9 9 -11 -12 -13 13 14 -16 16 17 18 19 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.12521487039239582 -0.057395114119781369 -1.3810503215580197 3.2531896771125077 -0.54377133162851155 270.38514564150859 42.552138010660812 -14.96213176170985 129.36050899339759 -23.90517316545759 -75.547888474237354 -3.8231080025120785 1.5687611050075956 -3.2278626225549623 -22.65641344420764 2.0400712876092819 3.5523722969365488 -0.52212044212856623 -3.8759498343410268 118.77139864834872 -41.55342913627625 -0.98213960443224235 -0.96402669804020447 -0.033687853371334633 82.577301223610732 -2.0514799175174021 -5.3960917977725762 0.41334816716369094 -0.072718482748624275 52.017676518863667 -5.8238128951833223
leaf_weight=90720 538830 91 149 447 21 36 30 23 21 21 95 54 769 49 21 3565 24973 83 44 20 28 2045 688 86 4098 109 9840 737 241 79
leaf_count=90720 538830 91 149 447 21 36 30 23 21 21 95 54 769 49 21 3565 24973 83 44 20 28 2045 688 86 4098 109 9840 737 241 79
internal_value=0 0.165546 2.16909 8.33757 18.0192 33.648 1.6787 47.6684 -16.648 -49.7265 6.77511 17.9621 -3.06912 -4.18086 -15.2475 -0.0258036 0.339198 -0.138907 3.05702 47.4714 72.2006 1.64898 7.88421 40.118 1.05493 0.466157 1.40358 9.76025 26.6528 36.5945
internal_weight=0 92547 1827 839 392 206 186 53 133 42 185 90 988 839 70 585466 46636 27967 2994 92 72 2902 857 169 18669 15104 11006 1166 429 320
internal_count=678013 92547 1827 839 392 206 186 53 133 42 185 90 988 839 70 585466 46636 27967 2994 92 72 2902 857 169 18669 15104 11006 1166 429 320
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2384488 2 16416 262664 203136 2 2 2 2176
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=7
split_feature=13 4 13 11 11 12 12 12 11 12 12 11 12 12 14 12 11 14 12 12 4 14 12 12 12 14 14 12 12 11
split_gain=269738 3.41458e+06 4.43798e+06 8.2792e+06 1.14216e+07 8.50543e+06 1.44015e+07 7.09642e+07 1.09207e+08 1.0667e+07 1.91279e+07 7.12412e+07 7.79791e+06 4.80225e+06 4.49347e+06 4.33359e+06 1.38729e+07 3.3503e+07 2.42047e+07 3.93509e+06 2.19093e+06 2.05888e+06 4.49222e+06 7.49602e+06 1.75168e+06 3.29462e+06 1.74263e+06 2.15122e+06 3.04413e+06 2.99599e+06
threshold=0 1.0000000180025095e-35 1 1.5000000000000002 3.5000000000000004 4.5000000000000009 11.500000000000002 10.500000000000002 2.5000000000000004 7.5000000000000009 6.5000000000000009 2.5000000000000004 5.5000000000000009 9.5000000000000018 2 7.5000000000000009 3.5000000000000004 3 8.5000000000000018 2.5000000000000004 1.0000000180025095e-35 4 8.5000000000000018 5.5000000000000009 9.5000000000000018 5 6 6.5000000000000009 2.5000000000000004 2.5000000000000004
decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 1 1 2 2 2
left_child=1 -1 3 -3 5 -5 7 9 -9 10 12 -12 14 15 -7 26 -17 -18 -19 -6 -2 -21 23 -23 -11 -26 27 28 29 -4
right_child=20 2 13 4 19 6 -8 8 -10 24 11 -13 -14 -15 -16 16 17 18 -20 21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.1250642562967422 0.083286107924127065 -11.450657353667438 -2.7193213365515887 -5.2329180610100963 21.644646759033204 63.529675769805912 -0.41155126788399432 289.41072692871097 -24.095162830352784 -4.2331657630245703 -5.7774223937988287 180.24104213169642 -9.4141568718886965 -3.8754936106670446 14.733671702509341 0.19611066597880741 -5.9040179008661315 139.89070117657002 23.524453720179473 -4.8267182833807816 -1.7019212339642118 -3.7428209622701014 1.5702499464938517 -81.243940558800332 -5.5418692827224731 41.890135291770655 -1.3674584745806317 17.399281111178194 -2.0722775672813234 19.210499947531183
leaf_weight=269443 396392 197 98 151 40 32 220 25 20 147 50 35 82 1424 46 330 86 39 33 140 6996 24 38 26 32 27 1075 115 479 171
leaf_count=269443 396392 197 98 151 40 32 220 25 20 147 50 35 82 1424 46 330 86 39 33 140 6996 24 38 26 32 27 1075 115 479 171
internal_value=0 -0.0761609 2.46647 7.41739 10.7576 16.3349 20.8834 30.3288 150.075 18.3808 32.4829 70.8184 12.1171 0.732407 34.7525 3.44015 11.8627 36.2297 86.5562 -7.28528 0.0523238 -12.3607 -24.3466 -44.0434 1.60883 16.1643 1.31929 4.66605 2.7084 11.2212
internal_weight=0 274625 5182 1332 1135 867 716 496 45 451 245 85 160 3850 78 2426 488 158 72 268 403388 228 88 50 206 59 1938 863 748 269
internal_count=678013 274625 5182 1332 1135 867 716 496 45 451 245 85 160 3850 78 2426 488 158 72 268 403388 228 88 50 206 59 1938 863 748 269
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1216902 4224 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=11
split_feature=1 13 14 12 11 12 11 12 12 11 14 14 11 13 14 12 13 14 12 12 13 12 12 11 11 12 13 12 13 11
split_gain=264693 4.07164e+06 1.94366e+06 4.19161e+06 1.54634e+07 2.03967e+06 4.0013e+06 1.85247e+06 2.01205e+07 1.68473e+08 6.39598e+08 2.56916e+07 3.66138e+07 1.3755e+07 5.16642e+07 2.98224e+06 5.2101e+06 1.4999e+07 1.49172e+07 1.73255e+06 2.87329e+06 4.88926e+06 1.69145e+06 5.20472e+06 1.36475e+06 2.32599e+06 1.15334e+06 1.01089e+06 961876 2.91364e+06
threshold=1.0000000180025095e-35 0 1 17.500000000000004 3.5000000000000004 3.5000000000000004 3.5000000000000004 18.500000000000004 17.500000000000004 3.5000000000000004 2 3 2.5000000000000004 4 5 15.500000000000002 6 7 16.500000000000004 18.500000000000004 8 20.500000000000004 17.500000000000004 2.5000000000000004 3.5000000000000004 20.500000000000004 9 16.500000000000004 10 1.0000000180025095e-35
decision_type=2 9 1 2 2 2 2 2 2 2 1 1 2 9 1 2 9 1 2 2 9 2 2 2 2 2 9 2 9 2
left_child=-1 2 3 -2 -5 6 -4 8 15 11 -11 12 -10 14 -9 28 17 18 -17 22 21 -21 27 -24 -15 -26 -18 -7 29 -3
right_child=1 7 5 4 -6 19 -8 13 9 10 -12 -13 -14 24 -16 16 26 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.010485137048337966 -3.1711940899145645 14.998066648182117 -0.21765459001779708 -4.4023191637092536 -77.728542815314412 -2.747245932535872 12.578047643710173 -146.43903409896359 8.8612525820732113 537.223949347602 -99.332082929109276 10.758868453672955 -143.60790218777126 1.277400855622699 -1.6245904684066774 -13.239261693539829 -3.6716490530659791 -3.4692955743698848 -127.13163690981658 48.826166873508036 -0.564599089123482 3.2505762492909152 2.0087255397313082 -41.762824257937346 26.036997904922021 -1.9480309980886954 7.1221563602105169 5.4792365277198058 0.62562918666448786 1.9676392601117592
leaf_weight=660306 1983 190 1583 143 36 4116 289 31 28 27 38 70 36 398 120 23 261 126 23 36 420 68 71 44 66 54 146 155 5354 1772
leaf_count=660306 1983 190 1583 143 36 4116 289 31 28 27 38 70 36 398 120 23 261 126 23 36 420 68 71 44 66 54 146 155 5354 1772
internal_value=0 -0.381298 -1.88106 -4.4941 -19.1495 -1.05084 1.75775 1.15028 1.5696 32.9738 165.083 -31.1093 -76.9026 -3.90569 -29.4072 0.778029 -6.13061 -20.141 -70.1854 -2.12165 3.31298 17.3577 -2.77094 -14.7387 4.01828 13.4437 0.278272 -2.4487 1.32479 3.21313
internal_weight=0 17707 8944 2162 179 6782 1872 8763 8094 199 65 134 64 669 151 7895 579 172 46 4910 524 104 4386 115 518 120 407 4271 7316 1962
internal_count=678013 17707 8944 2162 179 6782 1872 8763 8094 199 65 134 64 669 151 7895 579 172 46 4910 524 104 4386 115 518 120 407 4271 7316 1962
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2232656 2 2 2 1048576 2 1048576 2 4096 534529 819364
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=6
split_feature=13 11 12 12 3 14 12 0 7 11 12 6 12 8 12 12 0 13 3 13 12 6 11 14 11 9 14 10 11 11
split_gain=250210 2.56794e+06 8.08568e+06 8.98374e+06 1.54419e+07 1.19264e+07 1.02069e+06 2.54516e+06 810839 1.68663e+06 876991 356999 931594 372709 373934 282433 2.12499e+06 2.01516e+06 3.05373e+06 2.88748e+06 9.71694e+06 2.28081e+07 2.8774e+07 4.32468e+07 2.65295e+07 3.17899e+07 7.61516e+07 2.60418e+06 3.46948e+06 2.18112e+06
threshold=0 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 9.5000000000000018 2.5000000000000004 1.0000000180025095e-35 2 1.0000000180025095e-35 3 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 4 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004
decision_type=9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 1 2 2 1 2 2 2
left_child=1 2 3 -1 -5 -6 8 -8 10 -10 -3 13 -13 14 -4 16 17 -2 19 20 -19 22 24 -24 -22 27 -27 28 -26 -21
right_child=15 6 11 4 5 -7 7 -9 9 -11 -12 12 -14 -15 -16 -17 -18 18 -20 29 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-1.8556021071925308 -0.47191618436017235 0.44148009701691637 -3.2589110150056726 -48.936178276755598 -4.1213123321533205 55.852385990203373 -1.4457264322983592 37.88450936816988 -1.423666338827096 27.559192276000978 -5.0783575603127815 -25.707495697021486 -3.5588869541506227 -15.216419376026501 3.5920825712608568 0.044286891060086736 -0.98818305923437222 -0.89071255310883368 -0.073493763116472752 -0.12495969394926541 89.879691246880441 -5.3440889101437854 160.35415928814862 1.5997708678245546 0.1398889356189304 -1.6016574587140764 205.49156319544863 14.824180389404297 -23.32734763281686 1.5704896437303788
leaf_weight=165 53951 359 408 22 45 126 76 21 102 25 1452 25 79 22 99 488415 23555 1317 76039 13521 45 396 37 32 144 56 26 50 112 17291
leaf_count=165 53951 359 408 22 45 126 76 21 102 25 1452 25 79 22 99 488415 23555 1317 76039 13521 45 396 37 32 144 56 26 50 112 17291
internal_value=0 -0.905556 3.26594 15.277 29.9241 40.0698 -2.94143 7.06907 -3.44248 4.28162 -3.98414 -3.52705 -8.88307 -2.47407 -1.92114 0.00430722 -0.100353 0.0279335 0.275209 1.07812 4.5579 12.5996 26.7543 86.7289 17.1971 8.76747 64.062 -6.05003 -10.127 0.82622
internal_weight=0 3026 991 358 193 171 2035 97 1938 127 1811 633 104 529 507 674987 186572 163017 109066 33027 2215 898 502 69 433 388 82 306 256 30812
internal_count=678013 3026 991 358 193 171 2035 97 1938 127 1811 633 104 529 507 674987 186572 163017 109066 33027 2215 898 502 69 433 388 82 306 256 30812
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 2 565468 800 2 2
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=4
split_feature=14 13 11 2 12 12 12 12 13 2 12 11 6 0 10 11 11 12 12 8 11 11 12 13 11 0 12 11 11 6
split_gain=254611 1.84498e+06 2.93342e+06 3.71247e+06 1.97092e+07 6.59773e+07 3.47604e+06 8.98527e+06 8.69676e+06 1.51044e+07 1.49712e+07 4.39155e+07 1.56226e+08 4.41403e+07 1.6755e+07 1.47025e+07 1.43717e+07 2.47966e+07 6.61817e+07 8.34076e+06 2.63317e+07 3.05281e+07 3.12497e+07 9.0789e+06 2.43653e+07 1.91643e+07 5.23526e+07 5.69234e+07 1.49406e+07 2.9707e+07
threshold=0 1 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 17.500000000000004 10.500000000000002 13.500000000000002 2 1.0000000180025095e-35 12.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 12.500000000000002 11.500000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 11.500000000000002 3 2.5000000000000004 1.0000000180025095e-35 11.500000000000002 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35
decision_type=1 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4 8 10 -10 19 12 14 -13 -12 -15 -11 18 -18 23 -21 22 -22 24 -8 28 -27 -28 -26 -30
right_child=-2 2 6 4 5 -7 7 -9 9 16 11 13 -14 15 -16 -17 17 -19 -20 20 21 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.36751571903376035 0.062744084622001386 -0.88831699625431826 -0.013587554071975778 -1.1759818219798761 188.1768477935791 -4.7139513047015082 -2.7429461030057958 -0.12825868185510431 -0.3519540874689262 -0.30288284201371041 -9.5535579376778177 -3.8068506776374216 84.190099091855643 24.473210055046046 61.185038195716018 -8.6196199970860636 -11.580184475275187 -12.360071908777412 144.42644014860454 -4.8674203133146943 5.7949150791874642 -8.4825777365236856 139.30117811584475 -0.46431281455663953 -3.108286766457347 -1.562395447291685 163.24760217181708 -9.893410246712822 -4.2984375676801134 99.884686279296886
leaf_weight=124647 332136 32509 132231 421 25 61 740 33064 10139 152 479 2352 322 1003 36 155 52 55 57 205 27 49 50 6533 226 89 59 28 62 49
leaf_count=124647 332136 32509 132231 421 25 61 740 33064 10139 152 479 2352 322 1003 36 155 52 55 57 205 27 49 50 6533 226 89 59 28 62 49
internal_value=0 -0.0598414 0.113522 -0.755892 7.73527 51.359 0.266039 0.926511 2.44817 0.318761 4.2307 8.97 29.5528 4.06179 -4.60872 20.0437 21.849 42.3801 70.0013 1.69782 17.2449 53.2212 92.4873 1.03688 8.79741 25.6158 52.361 107.524 11.648 41.6923
internal_weight=0 345877 221230 33016 507 86 188214 55983 22919 10455 12464 4347 837 3510 515 1158 316 164 109 8117 331 126 77 7786 1253 513 176 87 337 111
internal_count=678013 345877 221230 33016 507 86 188214 55983 22919 10455 12464 4347 837 3510 515 1158 316 164 109 8117 331 126 77 7786 1253 513 176 87 337 111
cat_boundaries=0 1 2 3 4
cat_threshold=2 482090 557136 524352
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=10
split_feature=8 13 12 11 12 14 11 11 14 12 13 12 14 11 11 11 11 13 12 14 12 12 13 12 11 11 12 14 14 12
split_gain=257578 4.64666e+06 4.34362e+06 1.32005e+07 6.30935e+06 1.44331e+08 3.05858e+08 2.37049e+07 3.74609e+06 3.45505e+06 9.81752e+06 2.69166e+07 6.29726e+07 8.68945e+07 3.76664e+07 3.37341e+06 3.31255e+06 1.51116e+07 4.21966e+07 4.55046e+07 2.7408e+06 2.08845e+06 5.11156e+06 1.21188e+07 2.22451e+07 3.01452e+06 3.25352e+06 4.35325e+06 1.96091e+06 5.1003e+06
threshold=1.0000000180025095e-35 0 14.500000000000002 3.5000000000000004 13.500000000000002 1 2.5000000000000004 3.5000000000000004 2 2.5000000000000004 3 1.5000000000000002 4 2.5000000000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 5 10.500000000000002 6 15.500000000000002 1.5000000000000002 7 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8 9 8.5000000000000018
decision_type=2 9 2 2 2 1 2 2 1 2 9 2 1 2 2 2 2 9 2 1 2 2 9 2 2 2 2 1 1 2
left_child=-1 2 4 8 9 7 -7 -6 -4 10 11 -2 13 -13 -15 -10 17 18 28 -20 -5 22 23 24 -3 26 -24 -28 29 -11
right_child=1 21 3 20 5 6 -8 -9 15 16 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.012291674623510994 0.23962152448751162 -24.619887161254884 -2.5361680596337846 -52.969010853767401 0.31443291909277105 -48.9077674984932 412.84754145695615 -72.87739187984144 7.036545583792031 0.82427530491605716 -2.4937641381176281 -6.2999192931435326 -0.68036458887011797 252.83158111572266 94.014061519077856 53.614367211383325 -0.54649480452974541 -1.889857116485975 193.41999523021559 32.316116882324216 -22.840243491861557 -1.6387833833653538 -3.2203722772754242 -2.6110996855310646 109.03433791651872 -1.2031452781839056 -4.4016850102406284 30.868838600800416 -5.9302044024509675 48.181264444986979
leaf_weight=652834 472 20 465 52 177 32 26 59 48 94 677 44 151 32 28 23 4441 795 27 50 72 15204 107 83 33 1665 52 107 113 30
leaf_count=652834 472 20 465 52 177 32 26 59 48 94 677 44 151 32 28 23 4441 795 27 50 72 15204 107 83 33 1665 52 107 113 30
internal_value=0 -0.31366 1.69274 -6.0717 2.40211 16.7513 158.086 -17.9835 0.730534 1.79545 6.22718 14.1875 40.5611 100.44 178.717 22.1251 0.674348 5.56323 23.7375 88.8071 -35.4749 -1.23261 1.74904 19.7878 58.5988 0.374169 10.2613 19.3338 3.59834 12.2816
internal_weight=0 25179 7908 660 7248 294 58 236 536 6954 1404 727 255 104 60 71 5550 1109 314 77 124 17271 2067 136 53 1931 266 159 237 124
internal_count=678013 25179 7908 660 7248 294 58 236 536 6954 1404 727 255 104 60 71 5550 1109 314 77 124 17271 2067 136 53 1931 266 159 237 124
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=405856 2 2 131104 2 4096 2 128 2 2
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=7
split_feature=12 13 6 12 13 12 14 12 13 11 8 12 12 11 11 12 12 14 12 11 4 14 12 12 11 12 12 12 13 0
split_gain=241534 2.27199e+06 1.83635e+06 4.14949e+06 2.31402e+07 5.67713e+07 1.27026e+08 3.83168e+06 2.1759e+06 1.83425e+06 9.44908e+06 1.1874e+07 3.62598e+07 1.28407e+08 9.44088e+06 1.2335e+07 3.37855e+06 4.15827e+06 4.05429e+06 2.39843e+06 1.91714e+06 7.51478e+06 1.61348e+07 7.34232e+07 1.48718e+08 2.51056e+06 2.2432e+06 1.82134e+06 3.91505e+07 1.23968e+08
threshold=7.5000000000000009 0 1.0000000180025095e-35 16.500000000000004 1 17.500000000000004 2 18.500000000000004 3 1.5000000000000002 1.0000000180025095e-35 12.500000000000002 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 9.5000000000000018 4 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 5 11.500000000000002 10.500000000000002 2.5000000000000004 11.500000000000002 10.500000000000002 6.5000000000000009 6 1.0000000180025095e-35
decision_type=2 9 2 2 9 2 1 2 9 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 9 2
left_child=27 2 8 -4 5 6 -5 -7 -2 10 -10 12 14 -14 -12 16 17 18 -16 -13 -11 22 23 -22 -25 26 -23 -1 29 -29
right_child=1 -3 3 4 -6 7 -8 -9 9 20 11 19 13 -15 15 -17 -18 -19 -20 -21 21 25 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.014135761980552232 -1.9736797961356765 0.066922298068360184 -2.0610391619226656 244.97315889246326 -0.3206167774912137 -44.688270587921146 -37.343251848419513 2.5890547823905945 -1.9653478162810476 0.36893035268054519 -13.000995985943341 -22.276771693794352 299.11514173507692 -21.999501095396099 12.296524066016788 80.121846109628677 -12.18001122585563 -2.0012155068887245 73.725148495760834 1.5569890263206081 0.2919161631266276 -9.1826273889768686 -3.6494616396346338 319.09238524436955 -29.40904355621338 4.8943785805856033 -41.288761777877809 2.1212492435209214 0.41494962313964878 149.60397583020699
leaf_weight=356354 6218 233783 15029 34 1665 30 30 40 8270 22434 115 76 20 33 21 32 43 37 22 95 150 168 236 24 25 124 25 248 32558 74
leaf_count=356354 6218 233783 15029 34 1665 30 30 40 8270 22434 115 76 20 33 21 32 43 37 22 95 150 168 236 24 25 124 25 248 32558 74
internal_value=0 -0.0691316 -0.647379 -1.51775 3.02094 41.4702 112.637 -17.6727 -0.263808 0.069557 -1.16283 12.272 23.5526 99.1758 8.70807 24.8148 10.426 22.5767 43.7251 -9.03579 0.535413 5.50201 14.0356 35.0089 141.286 -6.20819 -13.3415 0.0515718 0.763712 34.93
internal_weight=0 288779 54996 16828 1799 134 64 70 38168 31950 8764 494 323 53 270 155 123 80 43 171 23186 752 435 199 49 317 193 389234 32880 322
internal_count=678013 288779 54996 16828 1799 134 64 70 38168 31950 8764 494 323 53 270 155 123 80 43 171 23186 752 435 199 49 317 193 389234 32880 322
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2700038 256 2 2097412 2 2 4
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=7
split_feature=13 12 12 0 11 14 11 14 12 11 12 6 3 11 14 11 14 9 11 8 11 6 6 6 13 12 12 11 14 12
split_gain=279186 825680 4.32112e+06 7.43105e+06 1.92394e+07 4.51395e+07 3.80025e+06 5.80554e+06 1.25495e+06 1.37476e+06 2.28803e+07 6.76512e+07 1.4688e+06 1.57725e+06 6.30767e+06 1.20799e+06 1.12271e+06 3.05069e+06 7.43455e+06 2.64233e+06 1.61936e+06 1.33292e+06 1.2797e+06 936500 1.3944e+06 1.34858e+06 2.51034e+06 1.74356e+06 9.40913e+06 1.23986e+07
threshold=0 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1 2.5000000000000004 2 10.500000000000002 3.5000000000000004 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3 1.0000000180025095e-35 4 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 6 4.5000000000000009
decision_type=9 2 2 2 2 1 2 1 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 9 2 2 2 1 2
left_child=1 2 23 15 5 -5 -6 -8 -3 12 11 -11 -10 -14 -15 -4 17 -17 -19 20 21 -18 -22 -1 -25 -26 27 28 29 -27
right_child=-2 8 3 4 6 -7 7 -9 9 10 -12 -13 13 14 -16 16 19 18 -20 -21 22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.020343487534386698 -0.015784860044224063 -1.4897677256893109 -3.7579591382560085 144.90874197218156 -2.1897931437561478 0.87420924793590205 -2.7955808598944483 46.907986969643453 -0.081941277178105926 -9.2772085939134872 -4.1272516493069924 183.43131329571759 -0.16957805669196299 3.6349538111686708 62.087102937698369 -2.6619482598193858 24.514776347665226 -10.82649079836332 70.270480499267578 39.044381022453308 -2.6253043061544918 3.3603176620771302 8.8758953951619155 -6.1002045467921668 -0.20763569092460973 5.9064211419288153 -2.250999139976908 4.2768818540103508 2.0779547295288037 81.653616361618049
leaf_weight=18540 638672 5681 295 36 207 55 47 47 9429 56 413 27 107 80 24 430 68 26 20 24 238 53 163 200 1235 47 469 1056 228 40
leaf_count=18540 638672 5681 295 36 207 55 47 47 9429 56 413 27 107 80 24 430 68 26 20 24 238 53 163 200 1235 47 469 1056 228 40
internal_value=0 0.258658 0.634379 5.47665 17.5632 57.8549 5.38205 22.0562 -0.299974 0.366879 5.50114 53.4111 0.102709 8.35423 17.1239 1.87912 3.50626 -0.0435229 24.4331 6.60094 5.10929 15.2488 2.04975 0.255033 1.81396 2.34093 4.06423 6.22459 12.754 40.7327
internal_weight=0 39341 23524 1709 392 91 301 94 15817 10136 496 83 9640 211 104 1317 1022 476 46 546 522 121 401 21815 3275 3075 1840 1371 315 87
internal_count=678013 39341 23524 1709 392 91 301 94 15817 10136 496 83 9640 211 104 1317 1022 476 46 546 522 121 401 21815 3275 3075 1840 1371 315 87
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2367552 2 2 2 2 2097152 2
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=10
split_feature=8 13 12 14 11 12 11 14 12 13 12 14 11 11 13 11 12 12 11 14 14 13 12 11 12 13 12 11 11 12
split_gain=248870 3.58532e+06 3.37133e+06 1.22621e+07 2.48315e+07 5.23644e+06 1.45474e+08 5.07663e+07 2.92756e+06 7.95589e+06 2.18024e+07 5.10078e+07 7.03845e+07 3.05097e+07 2.22781e+06 4.45966e+06 1.31876e+07 1.42699e+07 1.71234e+07 1.28044e+08 2.65597e+07 1.79965e+06 2.20332e+06 4.38013e+06 1.65143e+06 4.06887e+06 9.81619e+06 1.80185e+07 2.62731e+06 2.86653e+06
threshold=1.0000000180025095e-35 0 14.500000000000002 1 2.5000000000000004 13.500000000000002 3.5000000000000004 2 2.5000000000000004 3 1.5000000000000002 4 2.5000000000000004 3.5000000000000004 5 1.5000000000000002 10.500000000000002 12.500000000000002 1.0000000180025095e-35 6 7 8 13.500000000000002 3.5000000000000004 1.5000000000000002 9 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 1 2 2 2 1 2 9 2 1 2 2 9 2 2 2 2 1 1 9 2 2 2 9 2 2 2 2
left_child=-1 2 5 -4 -5 8 7 -7 9 10 -2 12 -12 -14 -10 16 -16 18 19 -18 -20 22 -3 -24 25 26 27 -23 29 -27
right_child=1 21 3 4 -6 6 -8 -9 14 -11 11 -13 13 -15 15 -17 17 -19 20 -21 -22 24 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.012017972401411637 0.21865128339347192 -5.0572595889932419 -0.14575813823160919 6.6160363892714189 -102.39975841367567 0.36013309915186997 140.98421984536307 -116.55647956361163 -1.476923343341118 -2.2449330156373493 -5.6669350840828638 -0.60933621671815585 227.55137176513674 84.615646471296046 2.065281096804394 0.22544989512962044 281.07783949715753 -15.581595015525819 -32.749047901755887 -60.455504243270212 94.325426423960721 -22.154906082153321 -0.49196697473526002 -61.895903235922255 -1.3132860049772641 -2.9142544730654305 -2.3469977355865113 98.133886256362459 -1.0128232636580281 18.397217043546529
leaf_weight=652834 472 406 575 48 37 177 70 47 2818 677 44 151 32 28 521 2060 21 40 38 23 29 20 26 21 14788 106 83 33 1632 156
leaf_count=652834 472 406 575 48 37 177 70 47 2818 677 44 151 32 28 521 2060 21 40 38 23 29 20 26 21 14788 106 83 33 1632 156
internal_value=0 -0.308376 1.45409 -5.38641 -40.8379 2.07899 15.1513 -24.1715 1.52632 5.60574 12.7717 36.5079 90.3994 160.848 0.494336 2.52382 9.60696 35.6283 54.0823 102.549 22.2533 -1.11557 -7.26966 -27.9278 -0.94558 1.7284 17.8118 52.7419 0.476958 9.77502
internal_weight=0 25179 7908 660 85 7248 294 224 6954 1404 727 255 104 60 5550 2732 672 151 111 44 67 17271 453 47 16818 2030 136 53 1894 262
internal_count=678013 25179 7908 660 85 7248 294 224 6954 1404 727 255 104 60 5550 2732 672 151 111 44 67 17271 453 47 16818 2030 136 53 1894 262
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=405856 2 2 131104 2 131104 2 2 6 128
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=5
split_feature=14 13 11 11 11 12 1 12 13 0 12 12 12 13 6 12 9 12 13 6 12 12 11 12 12 12 9 12 12 12
split_gain=243669 1.65334e+06 2.53857e+06 3.21959e+06 6.22584e+06 8.44201e+06 7.31645e+07 3.02794e+08 6.25067e+06 8.12298e+06 2.13266e+07 1.33977e+08 1.30762e+07 5.81217e+06 5.82661e+07 1.09592e+08 8.21128e+06 1.64486e+07 4.30895e+06 5.59393e+06 2.16589e+07 5.40041e+07 3.16752e+07 1.12187e+08 4.09025e+07 7.3265e+06 5.21149e+06 3.10847e+07 3.19839e+07 6.80949e+06
threshold=0 1 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 16.500000000000004 1.0000000180025095e-35 18.500000000000004 2 1.0000000180025095e-35 11.500000000000002 13.500000000000002 12.500000000000002 3 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 17.500000000000004 4 1.0000000180025095e-35 11.500000000000002 13.500000000000002 1.5000000000000002 12.500000000000002 12.500000000000002 4.5000000000000009 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 3.5000000000000004
decision_type=1 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 18 8 -6 13 -8 9 -5 -11 12 -12 14 -7 -16 -15 -18 19 26 25 22 23 -22 -24 -21 -4 28 -28 -30
right_child=-2 2 3 4 5 6 7 -9 -10 10 11 -13 -14 16 15 -17 17 -19 -20 20 21 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.38154814697760675 0.061278610095574275 -0.70770643777315589 0.2289607152481602 0.35455756405469413 0.29311633505914098 -2.4568499130989192 298.93202913724457 -92.652075328826911 -1.3089653995099217 -1.4050205484821392 156.01514820541655 -4.1736691968194375 87.367283214222311 0.056224759634877254 296.66040924072269 -3.5868725315217049 63.399808263021811 0.65116357418798643 0.08782299033021336 4.2266934515871197 -3.8210378885269165 1.142338574039754 33.423364028471987 85.215173795021201 -6.7119127727338839 -2.9640885539581618 1.9854149020345588 -0.43071988606510536 39.359402748707979 76.957733721051909
leaf_weight=108714 332136 34194 21900 5350 62628 268 39 40 47185 699 56 348 55 2466 20 31 63 124 48443 2155 272 3339 499 295 517 4137 190 1656 89 105
leaf_count=108714 332136 34194 21900 5350 62628 268 39 40 47185 699 56 348 55 2466 20 31 63 124 48443 2155 272 3339 499 295 517 4137 190 1656 89 105
internal_value=0 -0.0586438 0.0893859 0.223676 -0.10962 0.543351 5.67992 100.662 -0.908354 1.99515 9.59197 26.339 122 3.15517 15.6948 114.157 1.58227 21.7911 0.699603 1.54219 3.38574 8.35466 23.5675 42.5029 13.0002 -0.501257 0.679271 5.51348 31.1479 59.709
internal_weight=0 345877 237163 202969 119372 65679 3051 79 53693 6508 1158 459 111 2972 319 51 2653 187 83597 35154 11214 4922 1583 567 1016 6292 23940 2040 384 194
internal_count=678013 345877 237163 202969 119372 65679 3051 79 53693 6508 1158 459 111 2972 319 51 2653 187 83597 35154 11214 4922 1583 567 1016 6292 23940 2040 384 194
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 480046 2621440 2048 2097168
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=10
split_feature=1 13 12 12 14 14 11 11 12 14 11 12 13 11 12 14 12 12 11 11 12 12 13 14 11 12 12 13 11 14
split_gain=284860 3.83393e+06 9.50078e+06 9.75652e+07 3.44017e+08 1.65375e+07 1.82514e+07 1.41596e+07 4.08475e+06 1.0992e+07 1.55462e+07 2.68979e+06 8.91348e+06 1.83624e+07 2.80034e+06 2.69013e+06 1.07055e+07 2.97243e+07 6.3157e+07 5.25499e+06 2.58395e+06 4.71701e+06 3.52319e+06 8.80065e+06 1.62295e+07 1.05606e+07 5.83298e+06 2.27814e+06 4.77409e+06 2.1158e+06
threshold=1.0000000180025095e-35 0 17.500000000000004 18.500000000000004 1 2 2.5000000000000004 2.5000000000000004 15.500000000000002 3 2.5000000000000004 2.5000000000000004 4 1.5000000000000002 1.5000000000000002 5 17.500000000000004 18.500000000000004 3.5000000000000004 2.5000000000000004 5.5000000000000009 8.5000000000000018 6 7 2.5000000000000004 7.5000000000000009 6.5000000000000009 8 3.5000000000000004 9
decision_type=2 9 2 2 1 1 2 2 2 1 2 2 9 2 2 1 2 2 2 2 2 2 9 1 2 2 2 9 2 1
left_child=-1 2 8 4 -4 6 -5 -6 20 10 -10 12 13 -3 -15 16 -13 18 19 -18 27 22 23 -22 25 26 -25 28 -2 -24
right_child=1 11 3 5 7 -7 -8 -9 9 -11 -12 15 -14 14 -16 -17 17 -19 -20 -21 21 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=0.010704056943242848 1.8291643943495424 82.754487991333008 324.62176433394598 8.3611062774658205 6.4887933549426853 1.3987457345094396 -104.19393699309406 -97.949096589929923 5.3815038442611698 -0.30639730043049102 -89.801937190906429 -2.3248126019827025 0.32562272797009056 13.799963946458769 -29.209550285339358 -1.0338540711409698 4.8156036320854643 0.21543334551456264 -176.84112868309023 -46.3977939490116 -4.7960675971452584 0.67157448020840205 22.20331882503298 45.800743352150434 6.0059990118749402 -3.2378781127929686 95.383445358276376 -3.0969281100764179 37.688491542164876 -4.4833800343906178
leaf_weight=660306 393 42 41 25 21 301 34 34 32 237 37 2398 2581 41 24 7708 51 223 34 33 129 1327 36 49 161 25 46 1433 41 170
leaf_count=660306 393 42 41 25 21 301 34 34 32 237 37 2398 2581 41 24 7708 51 223 34 33 129 1327 36 49 161 25 46 1433 41 170
internal_value=0 -0.395729 2.09573 15.7959 105.37 -8.0904 -56.5011 -58.0728 0.58301 -10.5329 -45.6589 -1.26358 1.5566 28.5509 -2.08047 -1.99042 -4.68236 -21.2613 -61.8486 -15.3039 1.47579 4.02858 11.2603 16.4267 26.7541 54.5911 69.8092 -1.18092 5.0993 0.171967
internal_weight=0 17707 4572 456 96 360 59 55 4116 306 69 13135 2688 107 65 10447 2739 341 118 84 3810 1943 616 410 281 120 95 1867 434 206
internal_count=678013 17707 4572 456 96 360 59 55 4116 306 69 13135 2688 107 65 10447 2739 341 118 84 3810 1943 616 410 281 120 95 1867 434 206
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1843840 2 2 2 36 2 1572864 2 270464 2
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=8
split_feature=13 11 13 11 2 13 12 12 14 12 2 13 12 12 14 11 12 12 14 12 12 3 11 11 13 11 12 10 11 12
split_gain=275937 434301 953819 703332 1.10247e+06 1.34237e+06 2.00283e+06 2.12578e+06 3.39334e+06 2.33577e+06 981484 5.66155e+06 1.2092e+07 1.04902e+08 1.53073e+06 4.17947e+06 997669 4.37436e+06 804474 2.10185e+06 6.49813e+06 1.40163e+07 1.91306e+07 4.57915e+06 3.37624e+06 9.27391e+06 4.63613e+07 3.08898e+06 4.69128e+06 1.76362e+06
threshold=0 1.0000000180025095e-35 1 3.5000000000000004 1.0000000180025095e-35 2 2.5000000000000004 9.5000000000000018 3 6.5000000000000009 1.0000000180025095e-35 4 7.5000000000000009 8.5000000000000018 5 2.5000000000000004 11.500000000000002 13.500000000000002 6 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 7 2.5000000000000004 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 9.5000000000000018
decision_type=9 2 9 2 2 9 2 2 1 2 2 9 2 2 1 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2
left_child=1 2 -1 10 -5 6 -6 8 -8 -10 18 12 14 -14 15 -12 -15 -18 -3 -20 21 27 23 -23 25 29 -27 -21 -29 -22
right_child=-2 3 -4 4 5 -7 7 -9 9 -11 11 -13 13 16 -16 -17 17 -19 19 20 24 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.58066925527251179 -0.023917564818784143 -0.012984570826099851 -0.84931039193730307 -0.23249501043830256 10.749322078538979 1.1525295273732332 -66.546486663818357 0.55320961305073335 7.0820568992978057 -40.082985650925416 0.59590558902077051 -2.0478377615751704 213.41517616554543 -4.765111616383428 1.4881195753523446 -49.564513133122375 43.107121930803572 -3.7568807242573174 -0.11215170863897911 2.0933164583853254 7.3145755417411671 28.903667533397677 62.134264491154603 -4.9112625549886832 0.36920786595453453 147.2076877170139 -7.3557843083920691 47.990650240580244 -10.622761154174805 -1.8981318533582971
leaf_weight=8033 593992 24476 11098 13284 23 108 20 28 21 21 46 692 27 92 103 26 28 69 12954 1126 479 64 104 107 10471 27 69 36 22 367
leaf_count=8033 593992 24476 11098 13284 23 108 20 28 21 21 46 692 27 92 103 26 28 69 12954 1126 479 64 104 107 10471 27 69 36 22 367
internal_value=0 0.169688 -0.24901 0.293155 -0.349033 -7.35397 -14.3189 -22.3162 -32.6443 -16.5005 0.461935 3.44046 12.8768 29.0352 -6.33137 -17.5176 2.69516 9.77087 0.397807 0.787126 1.69213 7.97624 28.3138 7.74462 0.888793 6.59047 36.1152 3.25257 25.758 3.31805
internal_weight=0 84021 19131 64890 13505 221 113 90 62 42 51385 1083 391 216 175 72 189 97 50302 25826 12872 1459 275 171 11413 942 96 1184 58 846
internal_count=678013 84021 19131 64890 13505 221 113 90 62 42 51385 1083 391 216 175 72 189 97 50302 25826 12872 1459 275 171 11413 942 96 1184 58 846
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2449480 327752 16384 2 16384 2 2 64
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=10
split_feature=1 13 11 12 14 12 12 14 13 12 12 12 12 12 12 12 12 11 14 13 12 12 13 14 11 12 12 14 11 14
split_gain=229273 3.15962e+06 4.94941e+06 6.78269e+07 5.56244e+08 3.87586e+07 1.31424e+07 4.50672e+06 4.01491e+06 1.11672e+07 4.17522e+06 7.17882e+06 3.20425e+06 6.95728e+06 2.72736e+06 6.6596e+06 2.70348e+06 8.96783e+06 5.58315e+07 2.75229e+06 2.42963e+06 3.90697e+06 2.27661e+06 5.87249e+06 2.51014e+06 2.27093e+06 1.48248e+07 3.52787e+07 2.53123e+07 1.99391e+06
threshold=1.0000000180025095e-35 0 3.5000000000000004 17.500000000000004 1 19.500000000000004 16.500000000000004 2 3 1.5000000000000002 11.500000000000002 13.500000000000002 7.5000000000000009 8.5000000000000018 5.5000000000000009 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 4 5 11.500000000000002 10.500000000000002 6 7 2.5000000000000004 17.500000000000004 18.500000000000004 8 2.5000000000000004 9
decision_type=2 9 2 2 1 2 2 1 9 2 2 2 2 2 2 2 2 2 1 9 2 2 9 1 2 2 2 1 2 1
left_child=-1 2 25 6 -5 -6 7 -4 9 -9 14 -12 -10 -14 15 -11 17 18 -3 -19 21 -15 23 24 -18 -2 27 28 -27 -28
right_child=1 16 3 4 5 -7 -8 8 12 10 11 -13 13 20 -16 -17 22 19 -20 -21 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.0095903367463838311 0.67327287983700224 131.1494006357695 -4.958888621088712 519.31797704282019 -133.56729159884983 11.085089512194617 -59.137402786148918 71.147360476325545 -4.2574116985614481 -15.151066772460936 74.153870296478274 2.7214129504035505 67.783341064453126 3.5300469509390902 -8.1554922931599165 59.409754147736919 -22.084127353486561 4.4715026253920085 1.5063679359175943 -3.0428989285779839 -3.1216125090225884 55.342126811634415 -1.7649418542819799 -5.0527579825020696 -71.585373659133921 -21.647930658947338 16.402298563498039 18.726909647182545 -166.14877884476275 -1.4126575108936856
leaf_weight=660306 3746 38 533 23 27 59 36 34 325 25 24 34 20 43 106 23 21 718 264 1466 115 22 9303 223 20 22 81 49 27 280
leaf_count=660306 3746 38 533 23 27 59 36 34 325 25 24 34 20 43 106 23 21 718 264 1466 115 22 9303 223 20 22 81 49 27 280
internal_value=0 -0.355038 1.59378 6.6368 82.4956 -34.329 0.466197 2.1117 6.99966 17.2437 9.4122 32.2797 1.83615 11.83 0.799776 20.576 -1.26949 1.66746 17.8191 -0.565964 5.61296 21.0664 -2.03399 -11.0301 -46.2311 -0.140198 -6.77911 -41.272 -101.271 2.5846
internal_weight=0 17707 5654 1449 109 86 1340 1304 771 246 212 58 525 200 154 48 12053 2486 302 2184 180 65 9567 264 41 4205 459 98 49 361
internal_count=678013 17707 5654 1449 109 86 1340 1304 771 246 212 58 525 200 154 48 12053 2486 302 2184 180 65 9567 264 41 4205 459 98 49 361
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1958528 2 2 49280 2 133124 32 2 2 2
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=12
split_feature=12 13 11 14 5 13 11 11 13 12 13 14 12 12 14 12 13 12 11 12 12 11 11 14 13 7 13 12 11 14
split_gain=228647 646593 564340 1.36109e+06 228986 3.20153e+06 2.57214e+07 678542 977527 701072 737399 3.54313e+06 833136 524431 440475 434585 391956 607016 1.04033e+06 391679 726792 314092 295678 265034 243448 423109 1.45741e+06 2.91033e+06 1.61432e+07 1.77475e+07
threshold=28.500000000000004 0 3.5000000000000004 1 1.0000000180025095e-35 2 1.0000000180025095e-35 1.5000000000000002 3 1.5000000000000002 4 5 1.0000000180025095e-35 8.5000000000000018 6 10.500000000000002 7 11.500000000000002 3.5000000000000004 16.500000000000004 17.500000000000004 2.5000000000000004 3.5000000000000004 8 9 1.0000000180025095e-35 10 14.500000000000002 4.5000000000000009 11
decision_type=2 9 2 1 2 9 2 2 9 2 9 1 2 2 1 2 9 2 2 2 2 2 2 1 9 2 9 2 2 1
left_child=4 2 -2 -4 24 6 -6 8 14 10 11 12 -9 23 -7 -10 17 18 -11 -18 -21 -15 -19 -8 -1 -26 -27 -28 -29 -30
right_child=1 -3 3 -5 5 7 13 9 15 16 -12 -13 -14 21 -16 -17 19 22 -20 20 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=0.16744485020928201 0.018997105872019745 -2.4816955042796005 2.8250589266259185 31.011819031125029 106.68073071289064 -7.102570543184723 -3.7849691009521487 12.203396541514296 -4.8093025104987195 6.8619243274729165 -0.93831026937863593 47.776892235165555 -6.1672686796921958 -2.2357455626130105 -17.947789552563528 -0.41026802715226263 -2.7193093836911002 -3.5008655296088502 -2.1608531640834565 17.108351267206256 -1.568725212462045 6.8683997948964439 1.5461117672632976 -18.646395835876465 -0.040156175710636011 0.97094576994009274 -0.51275406260736167 1.5127894628124627 69.912132852468915 -37.431474609375002
leaf_weight=83284 390 1142 93 21 25 97 30 47 386 283 136 21 52 80 61 537 1284 386 233 29 74 72 166 20 542074 18259 25768 2876 67 20
leaf_count=83284 390 1142 93 21 25 97 30 47 386 283 136 21 52 80 61 537 1284 386 233 29 74 72 166 20 542074 18259 25768 2876 67 20
internal_value=0 -1.17711 1.79258 8.01736 0.0029252 -0.749652 10.5325 -1.44899 -3.5712 -0.60811 4.37181 9.6629 2.55416 -0.845603 -10.6176 -2.22584 -1.1274 0.318893 2.78769 -2.2273 3.68987 2.07674 -1.98312 -9.72954 0.00742377 -0.0152032 0.27265 -0.171406 2.79658 45.2354
internal_weight=0 1646 504 114 676367 4019 227 3792 1081 2711 256 120 99 202 158 923 2455 1068 516 1387 103 152 552 50 672348 589064 46990 28731 2963 87
internal_count=678013 1646 504 114 676367 4019 227 3792 1081 2711 256 120 99 202 158 923 2455 1068 516 1387 103 152 552 50 672348 589064 46990 28731 2963 87
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1611841 2 2080 1376449 1048577 2 2 8593 2 2449480 137600 2
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=9
split_feature=12 13 12 11 14 13 6 12 14 8 11 12 11 13 3 11 12 11 0 12 8 6 13 6 0 3 13 9 14 13
split_gain=196910 1.83064e+06 2.07506e+06 1.46314e+06 4.81811e+06 8.12225e+06 2.0818e+07 2.26498e+07 1.98139e+06 2.18555e+06 4.47685e+06 4.46904e+06 1.96352e+06 4.26628e+06 7.95618e+06 1.48721e+07 2.46679e+07 3.39583e+06 1.03964e+07 1.20746e+07 2.00918e+06 1.90041e+06 1.49836e+06 2.24122e+06 1.44516e+06 2.08061e+06 2.23621e+06 1.44401e+07 4.82577e+07 2.16492e+06
threshold=2.5000000000000004 0 1.5000000000000002 3.5000000000000004 1 2 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6 1.0000000180025095e-35 7 8
decision_type=2 9 2 2 1 9 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 9 2 1 9
left_child=1 2 3 8 22 21 -7 -8 12 -10 11 -11 13 14 17 16 -16 -1 20 -20 -19 -6 -5 -24 25 26 27 -3 -29 -27
right_child=-2 24 -4 4 5 6 7 -9 9 10 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=-0.57927047136618615 0.033449390387499389 0.57788552657591641 -1.5010828048203499 0.83242119384816338 2.5986645842472829 6.3918834373132505 111.07552427812057 15.569796779699494 -1.1841684321426176 -2.7661350614494751 0.031644453802382448 33.402115951045872 -0.24806279389425667 -1.0623878157111311 0.27690911694107773 -7.4390074897358431 66.713176525148569 -1.9519217752641247 -4.5925273895263672 49.075714111328125 25.825319290161133 -9.4060721974313992 -2.9213930484327504 -18.760801848629924 -0.85133578115590813 2.1027777191560411 0.71099247970735124 -1.4313685024485869 128.16636934280396 -0.1696529290804224
leaf_weight=1052 489866 834 17094 895 709 402 44 57 17769 54 453 93 7154 1723 107 131 117 372 67 112 28 162 541 107 14353 4404 35674 102 40 83497
leaf_count=1052 489866 834 17094 895 709 402 44 57 17769 54 453 93 7154 1723 107 131 117 372 67 112 28 162 541 107 14353 4404 35674 102 40 83497
internal_value=0 -0.0869059 -0.610724 -0.1375 1.9981 6.30495 16.2658 57.1763 -0.350607 -0.98373 4.95227 20.1158 0.719984 2.58717 5.72993 19.3255 34.978 2.80588 8.95643 28.9876 -0.0075149 0.361713 -1.83703 -5.4527 0.0988302 0.208333 0.841301 5.54017 35.075 -0.0555801
internal_weight=0 188147 49243 32149 2917 1374 503 101 29232 18369 600 147 10863 3709 1986 355 224 1631 579 179 400 871 1543 648 138904 124551 36650 976 142 87901
internal_count=678013 188147 49243 32149 2917 1374 503 101 29232 18369 600 147 10863 3709 1986 355 224 1631 579 179 400 871 1543 648 138904 124551 36650 976 142 87901
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=533084 2 524364 2 16 524364 256 2 2162690
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=6
split_feature=13 11 12 12 3 14 12 0 7 11 12 6 12 8 12 12 11 12 13 13 12 13 0 11 1 11 14 11 11 11
split_gain=220288 2.0921e+06 6.36784e+06 7.26485e+06 1.24835e+07 9.62914e+06 853256 2.05733e+06 671614 1.37333e+06 668984 275229 768456 296617 327856 248350 243358 220415 1.79612e+06 1.54963e+06 1.01435e+07 2.44341e+07 1.00336e+08 2.60802e+08 1.31108e+07 6.2849e+06 3.63503e+06 6.0406e+06 5.6199e+06 3.44781e+06
threshold=0 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 9.5000000000000018 1.5000000000000002 2.5000000000000004 7.5000000000000009 2 3 6.5000000000000009 4 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 5 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35
decision_type=9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 9 2 2 2 2 1 2 2 2
left_child=1 2 3 -1 -5 -6 8 -8 10 15 -3 13 -13 14 -4 -10 -17 19 -19 20 -2 22 26 -24 29 -26 27 -22 -28 -23
right_child=17 6 11 4 5 -7 7 -9 9 -11 -12 12 -14 -15 -16 16 -18 18 -20 -21 21 24 23 -25 25 -27 28 -29 -30 -31
leaf_value=-1.8323234488747335 0.1694869948336433 0.22667262836419108 -2.9479133937873097 -44.158984375000003 -3.8396137237548831 50.049406312003974 -1.1903007275179813 34.1704829624721 -10.40907680677331 24.888774658203126 -4.5943207299413755 -23.096353729248051 -2.9803088301344762 -13.555975003675982 3.4671079799382376 4.629800570213189 -8.1344433975219737 -0.59143418212883325 0.055455970744618582 -0.024269008213837796 -1.547898410615467 11.224212425020006 -48.064009412966278 327.53867017957901 57.145607065054087 3.007481384277344 6.7102461496988939 50.266304844447546 -33.615031758061164 0.85734233946735727
leaf_weight=165 46656 359 408 22 45 126 76 21 23 25 1452 25 79 22 99 59 20 52466 235728 336411 63 360 38 36 65 32 96 35 54 2947
leaf_count=165 46656 359 408 22 45 126 76 21 23 25 1452 25 79 22 99 59 20 52466 235728 336411 63 360 38 36 65 32 96 35 54 2947
internal_value=0 -0.849855 2.91526 13.5743 26.7458 35.8681 -2.68756 6.46513 -3.14566 3.88409 -3.63864 -3.1131 -7.8159 -2.18854 -1.69528 -1.26411 1.39835 0.00387217 -0.0623296 0.0531983 0.570355 5.59145 31.4932 134.662 3.03984 39.2856 1.97893 16.9572 -7.80685 1.98588
internal_weight=0 3026 991 358 193 171 2035 97 1938 127 1811 633 104 529 507 102 79 674987 288194 386793 50382 3726 322 74 3404 97 248 98 150 3307
internal_count=678013 3026 991 358 193 171 2035 97 1938 127 1811 633 104 529 507 102 79 674987 288194 386793 50382 3726 322 74 3404 97 248 98 150 3307
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 2 2634500 2630404 4 2
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=9
split_feature=1 13 12 12 14 11 11 12 12 14 11 14 11 12 14 13 12 11 11 12 12 11 12 12 12 13 12 11 13 14
split_gain=209499 2.54372e+06 4.7216e+06 6.53152e+07 1.92828e+08 1.75214e+07 1.05273e+07 6.86397e+06 2.79284e+06 7.35108e+06 2.73472e+07 2.71439e+06 3.18999e+06 2.10801e+06 2.29686e+06 3.19429e+06 5.92559e+06 1.56766e+07 4.98958e+06 3.80646e+06 3.34119e+06 2.04675e+07 2.41335e+06 2.36422e+06 1.98258e+06 7.04915e+06 1.76312e+07 3.02312e+06 1.89601e+06 4.75656e+06
threshold=1.0000000180025095e-35 0 17.500000000000004 18.500000000000004 1 3.5000000000000004 2.5000000000000004 23.500000000000004 15.500000000000002 2 3.5000000000000004 3 2.5000000000000004 5.5000000000000009 4 5 7.5000000000000009 2.5000000000000004 3.5000000000000004 13.500000000000002 6.5000000000000009 1.5000000000000002 8.5000000000000018 12.500000000000002 2.5000000000000004 6 1.5000000000000002 1.5000000000000002 7 8
decision_type=2 9 2 2 1 2 2 2 2 1 2 1 2 2 1 9 2 2 2 2 2 2 2 2 2 9 2 2 9 1
left_child=-1 2 8 4 -4 11 -6 -7 13 10 -10 12 -5 -2 -15 16 17 20 -18 22 21 -16 -20 -24 25 26 27 -3 29 -26
right_child=1 24 3 5 6 7 -8 -9 9 -11 -12 -13 -14 14 15 -17 18 -19 19 -21 -22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0091464930057668665 -1.0698859921064405 -31.675483947753907 215.89384482041848 3.5659770488739015 3.6813188552856446 -65.906388719620253 -85.095941251866961 -2.9216489156087242 -0.63551720764677411 0.15358138760091805 -135.94511280059814 -1.8291211103988907 51.24259616188381 -1.7847108670183129 112.47975322178432 -1.1933580465433076 -0.019635200784319923 -1.6661084473133088 58.571195384434297 -4.6259230968998928 67.008598501032054 -9.9721915122790215 13.108586677102483 45.369953180128533 -41.608177172265407 0.24778959049898039 79.229262365945957 12.444756447396628 -1.4822626683415754 -4.5482815498728391
leaf_weight=660306 1966 25 53 36 22 62 34 24 59 247 20 236 23 592 21 482 588 128 21 51 55 39 85 31 41 2540 41 41 9921 223
leaf_count=660306 1966 25 53 36 22 62 34 24 59 247 20 236 23 592 21 482 588 128 21 51 55 39 85 31 41 2540 41 41 9921 223
internal_value=0 -0.339403 1.6033 10.9165 79.1752 -8.61164 -50.2192 -48.3293 0.566261 -8.33884 -34.8911 2.96706 22.1518 1.28148 3.49016 5.5706 8.6964 22.4089 4.51447 18.6956 49.2055 32.886 27.3773 21.7302 -1.07786 1.35951 25.3568 -4.26746 -1.71238 -9.92774
internal_weight=0 17707 4875 490 109 381 56 86 4385 326 79 295 59 4059 2093 1501 1019 243 776 188 115 60 137 116 12832 2647 107 66 10185 264
internal_count=678013 17707 4875 490 109 381 56 86 4385 326 79 295 59 4059 2093 1501 1019 243 776 188 115 60 137 116 12832 2647 107 66 10185 264
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1876608 2 2 2 2 1605632 36 32 2
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=8
split_feature=8 13 12 11 12 14 11 11 14 11 12 13 12 14 11 11 12 13 11 14 12 12 12 11 12 14 11 12 12 11
split_gain=207702 2.93943e+06 2.68972e+06 1.02551e+07 4.27624e+06 1.3269e+08 2.34611e+08 2.83377e+07 3.88303e+06 4.28555e+06 2.29226e+06 6.4634e+06 1.76603e+07 4.1361e+07 5.70115e+07 2.47129e+07 2.15728e+06 1.85009e+06 8.56186e+06 3.83887e+07 7.72781e+07 8.13977e+06 1.75617e+06 4.11595e+06 1.46152e+07 5.86355e+06 2.8861e+06 1.4488e+06 2.96067e+06 1.02582e+07
threshold=1.0000000180025095e-35 0 14.500000000000002 3.5000000000000004 13.500000000000002 1 2.5000000000000004 3.5000000000000004 2 2.5000000000000004 2.5000000000000004 3 1.5000000000000002 4 2.5000000000000004 3.5000000000000004 15.500000000000002 5 1.0000000180025095e-35 6 9.5000000000000018 9.5000000000000018 11.500000000000002 1.5000000000000002 8.5000000000000018 7 1.5000000000000002 13.500000000000002 14.500000000000002 3.5000000000000004
decision_type=2 9 2 2 2 1 2 2 1 2 2 9 2 1 2 2 2 9 2 1 2 2 2 2 2 1 2 2 2 2
left_child=-1 2 4 8 10 7 -7 -6 -4 -10 11 12 -2 14 -14 -16 -5 18 19 20 -12 -21 23 24 -20 -26 -24 -3 29 -29
right_child=1 27 3 16 5 6 -8 -9 9 -11 17 -13 13 -15 15 -17 -18 -19 22 21 -22 -23 26 -25 25 -27 -28 28 -30 -31
leaf_value=0.010905514315066376 0.14318126419843255 -0.68876938185306513 -2.1262966398782628 -46.232538412167479 0.38712395813505529 -32.089062166213992 372.32562516285827 -79.637873478259081 5.9751132031281795 58.473760322902514 -4.3085150991167342 -2.0918009019487984 -5.1272958798842003 -0.61973928426275193 204.76917724609376 76.12703770228795 -19.50272682077355 -0.907886515338447 -2.4099075820710922 3.6846699886634706 231.65469487231712 -64.067075302124024 -33.577515072292748 0.22353072716639591 24.754867300391197 85.29179195165635 -2.0276968949593157 -1.9117551491799087 -1.1952564747317562 -34.121957959550798
leaf_weight=652834 472 15345 465 52 177 32 26 59 48 23 35 677 44 151 32 28 72 3557 144 61 23 25 36 1456 32 32 149 394 1400 132
leaf_count=652834 472 15345 465 52 177 32 26 59 48 23 35 677 44 151 32 28 72 3557 144 61 23 25 36 1456 32 32 149 394 1400 132
internal_value=0 -0.281792 1.31405 -4.79593 1.87223 13.6854 149.2 -19.6191 1.19958 22.9817 1.3728 4.98255 11.4418 32.8039 81.3324 144.736 -30.712 0.459626 2.89034 26.3913 89.2631 -16.0106 1.07572 2.10332 15.2619 55.0233 -8.16712 -1.01266 -3.59849 -9.99492
internal_weight=0 25179 7908 660 7248 294 58 236 536 71 6954 1404 727 255 104 60 124 5550 1993 144 58 86 1849 1664 208 64 185 17271 1926 526
internal_count=678013 25179 7908 660 7248 294 58 236 536 71 6954 1404 727 255 104 60 124 5550 1993 144 58 86 1849 1664 208 64 185 17271 1926 526
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=405856 2 2 131104 2 266496 2 2
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=7
split_feature=13 11 7 11 12 14 6 13 12 12 10 12 6 2 14 12 12 11 12 12 12 12 14 13 6 12 3 12 12 13
split_gain=193763 592291 855551 788014 1.14524e+06 1.07154e+06 4.05121e+06 1.0031e+07 1.73124e+07 1.96829e+07 3.24945e+06 4.20513e+06 1.26352e+06 985899 4.30659e+06 1.1381e+07 5.53845e+07 1.78026e+06 1.64016e+06 5.8695e+06 1.60345e+06 793437 749040 3.01803e+06 1.47571e+07 4.52673e+07 1.58601e+06 3.53229e+06 1.42283e+07 999192
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1 1.0000000180025095e-35 2 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3 7.5000000000000009 9.5000000000000018 2.5000000000000004 13.500000000000002 11.500000000000002 3.5000000000000004 2.5000000000000004 4 5 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 7.5000000000000009 9.5000000000000018 6
decision_type=9 2 2 2 2 1 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 9 2 2 2 2 2 9
left_child=1 -1 3 13 5 12 10 21 9 -9 -7 -12 -5 -3 15 17 -17 -15 19 -18 -19 -8 23 24 -6 -26 29 -28 -29 -24
right_child=-2 2 -4 4 22 6 7 8 -10 -11 11 -13 -14 14 -16 16 18 20 -20 -21 -22 -23 26 -25 25 -27 27 28 -30 -31
leaf_value=-0.37799091893838588 -0.019754086059158991 0.51192081256308652 -0.97687348542152064 0.32327531166776113 -4.425640596662249 -0.36656046968622302 -6.2170837909617331 -14.216747045516968 -7.5220173454284662 77.650737176939515 43.832474377280789 -7.7821177164713546 -6.0597140749409419 -1.2158174118041993 -2.1837898820638659 130.90276868866712 -2.850855167492016 -8.7953496590638789 -2.7226168254065137 44.694408998489386 -40.855462543551738 8.0703213282993858 -8.3694055410060084 -1.0360166918550735 -7.1598307112572899 129.25900628115681 -2.3227972258692202 83.3065185546875 -7.8968735961914067 -2.3044423392938338
leaf_weight=17141 596359 45380 4972 2784 259 1799 188 32 80 86 38 27 349 125 576 41 74 39 126 40 26 49 301 4272 71 37 184 26 50 2482
leaf_count=17141 596359 45380 4972 2784 259 1799 188 32 80 86 38 27 349 125 576 41 74 39 126 40 26 49 301 4272 71 37 184 26 50 2482
internal_value=0 0.144489 0.283334 0.388568 -0.295937 0.815378 2.45497 11.1446 27.0253 52.7375 0.427079 22.3926 -0.387757 0.581917 3.61574 10.7082 23.4903 -8.19599 5.14068 13.8317 -21.6194 -3.13104 -1.08176 -0.282007 8.29707 39.5763 -2.30096 5.1682 23.3043 -2.99876
internal_weight=0 81654 64513 59541 13114 5432 2299 435 198 118 1864 65 3133 46427 1047 471 281 190 240 114 65 237 7682 4639 367 108 3043 260 76 2783
internal_count=678013 81654 64513 59541 13114 5432 2299 435 198 118 1864 65 3133 46427 1047 471 281 190 240 114 65 237 7682 4639 367 108 3043 260 76 2783
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2384456 2 262216 2 2 64 64
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=8
split_feature=12 13 12 11 14 12 13 6 3 7 6 13 6 14 8 11 12 11 13 3 11 12 11 0 12 8 13 8 11 14
split_gain=201166 1.47096e+06 1.70545e+06 1.37337e+06 5.91902e+06 6.55153e+06 1.00194e+07 3.10652e+07 8.02192e+06 2.73481e+06 2.38418e+06 1.79004e+06 3.50237e+06 1.71726e+06 2.30072e+06 4.85323e+06 5.09134e+06 1.73101e+06 3.26629e+06 6.44143e+06 1.20464e+07 1.9981e+07 2.74968e+06 8.41868e+06 9.78047e+06 1.63672e+06 1.42288e+06 1.25163e+06 4.63219e+06 4.87569e+06
threshold=2.5000000000000004 0 1.5000000000000002 3.5000000000000004 1 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 4 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 5 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6 1.0000000180025095e-35 2.5000000000000004 7
decision_type=2 9 2 2 1 2 9 2 2 2 2 9 2 1 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 1
left_child=1 2 3 13 -5 6 7 8 -6 11 26 12 -7 17 -15 16 -16 18 19 22 21 -21 -1 25 -25 -24 -8 -4 -29 -30
right_child=-2 -3 27 4 5 9 10 -9 -10 -11 -12 -13 -14 14 15 -17 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.51487748994573435 0.033765029397613458 0.072720386070590781 -1.2255289934619329 -2.3853528570605671 -2.4668911601221843 -1.3431269122708229 16.560052512673771 118.72928433804898 53.756707212660046 16.517941800753274 -17.62928544998169 -5.8079516163188458 32.6868833732605 -1.1399938294115157 -2.5153087570117072 0.20822371192600417 37.484658571568929 -0.23757353904452727 -0.91570389352841441 0.25161540664245036 -6.6927098281510915 60.044257843800089 -1.755551399723176 -4.1308776855468752 44.17053991045271 23.315153121948242 1.1448672573582657 0.41001543227193421 -32.264121749809199 -1.9778214052611707
leaf_weight=1052 489866 141478 15660 1276 86 124 109 37 36 96 40 352 40 17002 52 437 82 6905 1588 107 131 117 372 67 112 28 137 411 111 102
leaf_count=1052 489866 141478 15660 1276 86 124 109 37 36 96 40 352 40 17002 52 437 82 6905 1588 107 131 117 372 67 112 28 137 411 111 102
internal_value=0 -0.0878841 -0.574652 -0.132232 2.19902 7.73322 16.9659 36.1898 14.1237 1.01989 4.84382 -1.86347 6.55706 -0.326115 -0.930304 5.31338 21.9623 0.687094 2.47356 5.16222 17.3954 31.4826 2.53123 8.06579 26.0912 -0.000602083 8.69489 -1.40054 -5.79253 -17.7608
internal_weight=0 188147 46669 30385 2333 1057 445 159 122 612 286 516 164 28052 17573 571 134 10479 3574 1986 355 224 1631 579 179 400 246 16284 624 213
internal_count=678013 188147 46669 30385 2333 1057 445 159 122 612 286 516 164 28052 17573 571 134 10479 3574 1986 355 224 1631 579 179 400 246 16284 624 213
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=533076 2 16 532992 2 16 524288 2
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=3
split_feature=14 13 12 6 11 11 12 12 12 11 12 11 6 11 12 8 7 12 11 11 2 11 12 12 2 13 12 12 11 12
split_gain=213750 1.36687e+06 4.99033e+06 9.66955e+06 1.89461e+07 5.71037e+07 6.61447e+07 1.30394e+07 6.24857e+07 3.57328e+06 3.28251e+06 1.01963e+07 1.83653e+07 4.26954e+07 7.21798e+07 3.37492e+06 2.86466e+06 1.33473e+07 3.31597e+07 3.04442e+07 2.78374e+06 5.22906e+06 6.10357e+06 5.71128e+07 2.35806e+06 8.32679e+06 8.57343e+06 7.27059e+07 1.55744e+07 1.61198e+07
threshold=0 1 13.500000000000002 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 14.500000000000002 16.500000000000004 17.500000000000004 1.5000000000000002 11.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 2 8.5000000000000018 6.5000000000000009 3.5000000000000004 1.5000000000000002
decision_type=1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=1 2 10 16 5 9 -7 -8 -9 -5 20 12 15 -14 -15 -12 -4 18 19 -18 -1 -22 -23 -24 -3 26 27 28 -26 -30
right_child=-2 24 3 4 -6 6 7 8 -10 -11 11 -13 13 14 -16 -17 17 -19 -20 -21 21 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.47319229149123737 0.05732096230525649 0.0019476827636140575 -1.0018978568748687 3.6931470441535845 -6.5122013305435278 72.111099834082253 1.4174531868871698 88.231386999181808 -7.4744563431389599 -6.5959467304101285 -1.7387918016963622 -1.3418560870824019 2.045687503688383 3.9213958358764653 -146.04797388712566 -31.349718189239503 -18.917111725642766 -1.9816104867137394 -2.7626367526818374 101.73630112711589 -1.1185805074823729 -4.6793869956747285 -172.43299770355225 0.78632483067719838 -12.114921724796297 0.9937768726872328 1.6558381230698018 186.91084368045514 -6.1922453444937 108.73629878117488
leaf_weight=47808 332136 273159 7722 591 867 265 394 111 177 787 629 5649 151 60 69 41 29 832 181 75 636 154 24 92 120 4982 197 26 23 26
leaf_count=47808 332136 273159 7722 591 867 265 394 111 177 787 629 5649 151 60 69 41 29 832 181 75 636 154 24 92 120 4982 197 26 23 26
internal_value=0 -0.0549981 -0.459251 1.38645 6.10407 10.8087 29.7134 13.2393 29.4122 -2.18314 -0.860788 -2.95383 -12.5391 -34.0469 -76.2948 -3.5508 -0.317204 4.41619 23.0933 68.0926 -0.577256 -6.06854 -17.7284 -35.0522 0.0427574 2.11718 15.9622 31.2339 7.28362 54.7902
internal_weight=0 345877 67344 12031 3192 2325 947 682 288 1378 55313 6599 950 280 129 670 8839 1117 285 104 48714 906 270 116 278533 5374 392 195 169 49
internal_count=678013 345877 67344 12031 3192 2325 947 682 288 1378 55313 6599 950 280 129 670 8839 1117 285 104 48714 906 270 116 278533 5374 392 195 169 49
cat_boundaries=0 1 2 3
cat_threshold=2 459534 16416
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=8
split_feature=13 9 7 12 11 11 13 12 12 12 12 0 11 14 13 11 14 11 11 11 11 14 13 8 11 11 11 12 13 10
split_gain=212871 666831 586334 521473 1.56915e+06 1.79859e+06 577910 979219 519944 910405 1.69135e+06 4.92256e+06 1.38752e+07 3.81173e+07 7.58372e+06 1.73528e+07 1.68015e+06 2.72318e+06 4.05505e+06 911622 864106 999288 2.08273e+06 1.00864e+06 839662 826341 1.19269e+06 793010 1.36326e+06 3.87449e+06
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1 1.5000000000000002 1.5000000000000002 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2 3 2.5000000000000004 4 3.5000000000000004 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 5 6 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.5000000000000002 5.5000000000000009 7 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 9 2 2 2 2 2 2 1 9 2 1 2 2 2 2 1 9 2 2 2 2 2 9 2
left_child=1 2 8 4 -4 -6 7 -5 -1 10 19 20 13 -13 15 -14 25 18 -18 27 -12 -22 24 -24 -23 26 -16 -10 29 -29
right_child=-2 -3 3 6 5 -7 -8 -9 9 -11 11 12 14 -15 16 -17 17 -19 -20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.25660047506397982 -0.015844521406539198 -1.3888470845684908 -2.3352110735575358 -20.049578764631946 26.621415657043457 -4.3502887217203776 -0.68087100260805022 -3.1570887060044432 1.3476335007619209 0.050670933409232802 -4.3778686015275268 126.2065528663429 1.7039656733123349 -0.58990686012036875 -4.5959047132922759 90.399034416675576 -5.7219602534645482 19.311566783763745 -43.442302603470658 -1.2268423704768878 -1.2987592425204741 29.007695282133 -0.38779484052308572 15.938797187805177 11.39266017345672 -3.1713647347909433 20.097719458813941 0.58955516751394621 -2.9240424936651479 29.838522245446029
leaf_weight=9845 627688 2516 150 37 50 30 3022 473 11395 17051 274 37 71 66 31 32 114 27 38 2053 505 38 382 42 94 81 53 598 1171 49
leaf_count=9845 627688 2516 150 37 50 30 3022 473 11395 17051 274 37 71 66 31 32 114 27 38 2053 505 38 382 42 94 81 53 598 1171 49
internal_value=0 0.197889 0.281434 -0.916868 3.69687 15.007 -1.21731 -4.29834 0.38378 0.568113 1.08254 3.90858 11.8702 44.9583 4.24581 26.6704 -3.15218 -9.95362 -15.152 0.733586 0.628528 1.92141 4.84621 1.20113 15.3042 4.03531 10.9846 1.03819 -0.901349 2.76201
internal_weight=0 50325 47809 3762 230 80 3532 510 44047 34202 17151 1885 550 103 447 103 344 179 152 15266 1335 1061 556 424 132 165 84 13213 1818 647
internal_count=678013 50325 47809 3762 230 80 3532 510 44047 34202 17151 1885 550 103 447 103 344 179 152 15266 1335 1061 556 424 132 165 84 13213 1818 647
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2368072 2359296 2 576 2 2 2097216 72
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=9
split_feature=10 13 12 13 11 11 13 11 12 12 11 12 12 12 11 14 12 12 12 12 13 14 11 12 12 12 14 12 14 13
split_gain=190730 965218 674109 1.4792e+06 1.37538e+06 905237 1.29664e+06 1.22848e+06 1.62235e+06 8.84378e+06 939318 8.79713e+06 970854 4.34826e+06 6.39322e+06 726973 741270 2.41795e+06 656715 669192 673665 2.42061e+06 4.75926e+06 2.98808e+06 984369 610824 2.48645e+06 606278 623049 1.52884e+06
threshold=1.0000000180025095e-35 0 5.5000000000000009 1 1.5000000000000002 3.5000000000000004 2 4.5000000000000009 11.500000000000002 13.500000000000002 1.0000000180025095e-35 6.5000000000000009 14.500000000000002 15.500000000000002 2.5000000000000004 3 11.500000000000002 9.5000000000000018 6.5000000000000009 13.500000000000002 4 5 2.5000000000000004 8.5000000000000018 10.500000000000002 8.5000000000000018 6 1.0000000180025095e-35 7 8
decision_type=2 9 2 9 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 9 1 2 2 2 2 1 2 1 9
left_child=-1 -2 3 4 -3 6 -4 25 -9 -10 11 -8 18 14 -14 -13 17 -17 -12 20 21 22 -20 -24 -25 26 -7 -5 -29 -30
right_child=1 2 5 27 -6 7 10 8 9 -11 12 15 13 -15 -16 16 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=0.011134692028296906 -0.83981236022258621 -3.0522725012994583 -1.8096721719695505 -3.1659012573901739 6.4865176417127417 -4.2534505781880272 53.910337208339151 -1.8951521225397099 62.425192914690285 -1.3731233695118699 -2.9597838774323466 -2.2390535519501875 0.12089330461290149 -1.5939616977262643 39.371947717047362 -3.5983508396148682 -1.3862331929414169 38.066518871600813 -3.1498387135957415 -4.2537567685998008 0.79259287846475523 -3.4748373910890402 58.912328621193218 29.394835929870609 1.1659506479899089 -3.7556849456822921 7.8297374695186095 -0.32429099357026259 4.0664897256971679 -1.7825265007521711
leaf_weight=649465 14134 186 1802 428 807 521 35 181 28 97 512 214 90 329 77 30 46 26 76 230 2392 141 27 30 21 1518 253 2340 1304 673
leaf_count=649465 14134 186 1802 428 807 521 35 181 28 97 512 214 90 329 77 30 46 26 76 230 2392 141 27 30 21 1518 253 2340 1304 673
internal_value=0 -0.252962 0.322847 1.16399 4.65294 -0.233081 0.434741 -1.79544 4.15585 12.9177 1.38159 6.34107 0.941596 5.07683 18.2187 1.07233 8.01973 15.7461 0.343441 0.923232 1.36637 5.79549 14.6596 32.0123 17.7712 -2.58999 -0.303778 0.423145 0.779954 2.08695
internal_weight=0 28548 14414 5738 993 8676 6078 2598 306 125 4276 351 3925 496 167 316 102 56 3429 2917 2687 295 154 78 51 2292 774 4745 4317 1977
internal_count=678013 28548 14414 5738 993 8676 6078 2598 306 125 4276 351 3925 496 167 316 102 56 3429 2917 2687 295 154 78 51 2292 774 4745 4317 1977
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1433650 2101768 2625544 2 128 2 2 2 657664
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=9
split_feature=12 13 11 14 12 13 1 14 14 13 6 11 12 12 12 6 11 12 1 12 11 11 12 13 1 11 14 1 14 12
split_gain=172970 516372 456661 1.10336e+06 240889 2.73041e+06 1.44797e+06 2.226e+07 1.07712e+06 2.2044e+06 3.46452e+06 1.09608e+07 2.01515e+07 6.4374e+07 1.51457e+06 1.22613e+06 1.36615e+06 2.17013e+06 1.06183e+06 2.61549e+06 3.17422e+06 953710 539098 4.1783e+06 4.53302e+07 2.17925e+08 1.65376e+07 1.32866e+07 2.2056e+07 2.56816e+07
threshold=28.500000000000004 0 3.5000000000000004 1 19.500000000000004 2 1.0000000180025095e-35 3 4 5 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 20.500000000000004 27.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 20.500000000000004 2.5000000000000004 3.5000000000000004 17.500000000000004 6 1.0000000180025095e-35 3.5000000000000004 7 1.0000000180025095e-35 8 18.500000000000004
decision_type=2 9 2 1 2 9 2 1 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 1 2
left_child=4 2 -2 -4 22 6 -6 -8 18 10 14 12 13 -12 -10 -11 17 -17 -7 20 -20 -9 -1 24 -24 26 -26 -25 29 -29
right_child=1 -3 3 -5 5 8 7 21 9 15 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 27 25 -27 -28 28 -30 -31
leaf_value=0.0081667364779850968 0.034278384859745319 -2.1898940169718117 2.5542913165143744 27.932479313441686 -2.1624835156057238 0.270677231037322 -94.064258888789595 -2.6688754103565948 1.6837314628278499 0.71201769541384596 -3.3789451945911759 0.078876135899470401 -2.2554372080256431 168.62701483832467 23.70761915445328 -38.820855327695611 -3.1740634135345918 0.95834895571072909 -1.3750129455327988 -1.0880339050576802 51.615187047078066 13.684626528681543 -0.28733245297498894 -0.82519137443736779 -41.054859283874777 292.49828622879522 28.04135394429052 -72.470447928110772 -0.59765300020224321 2.7502728716151359
leaf_weight=652719 390 1142 93 21 1364 5834 28 131 1289 528 55 286 89 36 32 32 134 24 20 84 26 49 3184 9758 58 31 86 120 297 73
leaf_count=652719 390 1142 93 21 1364 5834 28 131 1289 528 55 286 89 36 32 32 134 24 20 84 26 49 3184 9758 58 31 86 120 297 73
internal_value=0 -1.02385 1.62938 7.22922 0.00250566 0.488658 -3.32649 -11.1196 1.19933 2.94087 4.80553 12.2458 31.5778 64.6674 2.21724 -1.74265 -8.65574 -21.7726 0.469858 9.40846 28.576 1.78291 -0.00482026 -0.627798 2.4289 51.9876 0.210935 -1.63047 -17.7004 -44.0191
internal_weight=0 1646 504 114 676367 10041 1572 208 8469 2505 1787 466 180 91 1321 718 190 56 5964 130 46 180 666326 13607 3359 175 144 10248 490 193
internal_count=678013 1646 504 114 676367 10041 1572 208 8469 2505 1787 466 180 91 1321 718 190 56 5964 130 46 180 666326 13607 3359 175 144 10248 490 193
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1611841 2 1052932 2 2 133169 1143360 2 2
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=11
split_feature=13 9 7 14 13 11 12 12 11 11 11 12 12 11 12 0 11 14 13 11 11 14 14 13 14 11 11 13 14 4
split_gain=169969 540433 474423 472943 850338 725564 793193 2.76861e+06 1.62538e+06 3.23295e+06 488735 424826 717553 1.39112e+06 1.85236e+06 5.07824e+06 9.73052e+06 3.08751e+07 9.99089e+06 4.12098e+07 2.03338e+06 4.16341e+06 1.89852e+06 1.00627e+06 1.17997e+06 1.63918e+06 987771 819698 808796 755589
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1 2 1.5000000000000002 8.5000000000000018 5.5000000000000009 2.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 7.5000000000000009 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3 4 2.5000000000000004 2.5000000000000004 5 6 7 8 1.0000000180025095e-35 2.5000000000000004 9 10 1.0000000180025095e-35
decision_type=9 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 1 1 9 1 2 2 9 1 2
left_child=1 2 11 4 5 -3 7 -7 -9 -10 -6 -1 13 14 -13 23 17 -17 19 22 -20 -22 -18 24 -16 -26 -25 -15 -28 -14
right_child=-2 3 -4 -5 10 6 -8 8 9 -11 -12 12 29 27 15 16 18 -19 20 -21 21 -23 -24 26 25 -27 28 -29 -30 -31
leaf_value=-0.23475948885620521 -0.014168817895721345 -2.9830007143669732 -0.82586841262344246 -2.5566941100900826 1.3223347001774297 0.041356069503291959 0.646944712616071 6.8977789470127648 57.595636961195204 8.6591487178096056 -5.5483618362953795 0.92684996855626156 0.16583579123606657 -5.0651423852499855 -0.57412447611490891 113.58396754909207 17.74123856862386 -0.53284645658550844 -1.8348722639218182 156.0446894645691 -1.8473430168337939 -50.870476888020839 -6.7491931858347431 -3.123593830981497 -1.2896146942587461 18.233619663858004 -1.7358935799218913 -0.3650112560669409 9.8308661064734828 -3.8186872379633847
leaf_weight=9845 627688 191 3762 1320 157 155 293 42 27 27 304 13213 16561 457 165 37 60 66 142 21 41 30 67 590 68 117 113 1834 130 490
leaf_count=9845 627688 191 3762 1320 157 155 293 42 27 27 304 13213 16561 457 165 37 60 66 142 21 41 30 67 590 68 117 113 1834 130 490
internal_value=0 0.176816 0.252028 -1.25164 0.188714 2.28832 4.18116 8.30676 21.6519 33.1274 -3.14033 0.344089 0.51071 0.967411 1.32103 4.48336 13.3497 40.4606 5.61443 24.6153 -8.3516 -22.5613 4.82109 1.00579 5.41919 11.0575 -0.902804 -1.32628 4.45208 0.0513313
internal_weight=0 50325 47809 2516 1196 735 544 251 96 54 461 44047 34202 17151 14860 1647 464 103 361 148 213 71 127 1183 350 185 833 2291 243 17051
internal_count=678013 50325 47809 2516 1196 735 544 251 96 54 461 44047 34202 17151 14860 1647 464 103 361 148 213 71 127 1183 350 185 833 2291 243 17051
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2368072 2 8200 2 72 2 2 2097216 2 64 2
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=11
split_feature=7 13 12 12 13 11 14 11 13 11 12 12 13 14 11 11 11 13 12 12 12 14 11 11 11 13 11 14 13 11
split_gain=169212 1.76396e+06 845620 1.01823e+06 1.53256e+07 2.25178e+07 2.00827e+07 9.91055e+06 1.62119e+06 3.65102e+06 3.00329e+06 2.30295e+07 5.49541e+07 6.61826e+07 6.23034e+07 3.39606e+06 3.01195e+06 3.0081e+06 2.07009e+06 4.32014e+06 8.39248e+06 1.5083e+07 1.1858e+07 1.39137e+07 4.82809e+06 4.77632e+06 3.10597e+06 4.35107e+06 4.11345e+06 5.0736e+06
threshold=1.0000000180025095e-35 0 15.500000000000002 14.500000000000002 1 1.5000000000000002 2 1.0000000180025095e-35 3 2.5000000000000004 3.5000000000000004 4.5000000000000009 4 5 3.5000000000000004 3.5000000000000004 3.5000000000000004 6 2.5000000000000004 5.5000000000000009 6.5000000000000009 7 3.5000000000000004 2.5000000000000004 1.5000000000000002 8 3.5000000000000004 9 10 1.5000000000000002
decision_type=2 9 2 2 9 2 1 2 9 2 2 2 9 1 2 2 2 9 2 2 2 1 2 2 2 9 2 1 9 2
left_child=-1 -2 3 8 5 6 7 -5 18 -10 16 12 13 15 -15 -12 -11 -13 26 -20 21 22 23 24 -21 -23 27 -3 -29 -30
right_child=1 2 -4 4 -6 -7 -8 -9 9 10 11 17 -14 14 -16 -17 -18 -19 19 20 -22 25 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.01460591601654624 -0.95238157698790149 -1.2875275242713191 -1.0599174363581449 -4.4580011625547673 -3.7775621516115354 -2.63364772971617 83.035241380522521 55.472456914728347 -1.1390077661051372 -3.9284044639255882 -12.682407379150391 -2.4646385819894969 1.7306399776437189 156.42347826025954 -28.643457031250001 27.627728502678153 2.0862476703128854 2.1991075299250005 -2.1471054271184076 -8.5989884872436519 0.77694738771449678 19.089238838527514 -3.3565009547214886 61.778211838636949 28.622678421683936 -3.4819265301771996 -2.3959782900562701 -2.1966549568745628 -1.3727526881777008 13.490228978274525
leaf_weight=624618 11072 713 3349 74 949 218 79 44 12909 1749 57 2095 521 87 23 33 1589 4025 3626 50 6798 105 102 123 115 498 673 325 290 1104
leaf_count=624618 11072 713 3349 74 949 218 79 44 12909 1749 57 2095 521 87 23 33 1589 4025 3626 50 6798 105 102 123 115 498 673 325 290 1104
internal_value=0 0.170866 0.46483 0.59597 3.27996 19.0507 44.0136 17.8889 0.49863 -0.0223404 1.39379 2.59365 19.4977 62.566 117.728 2.09798 -1.06523 0.602179 1.326 0.704278 2.03134 10.6188 25.9436 36.3208 17.3434 0.707204 3.61634 5.28011 8.00421 10.3242
internal_weight=0 53395 42323 38974 1364 415 197 118 37610 23088 10179 6841 721 200 110 90 3338 6120 14522 11417 7791 993 390 288 165 603 3105 2432 1719 1394
internal_count=678013 53395 42323 38974 1364 415 197 118 37610 23088 10179 6841 721 200 110 90 3338 6120 14522 11417 7791 993 390 288 165 603 3105 2432 1719 1394
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2630247 16 2 465152 16 2 32784 2 67584 2 2048
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=6
split_feature=5 13 12 11 12 11 13 11 13 11 12 12 12 12 11 14 12 12 12 12 11 12 13 12 13 12 11 12 12 0
split_gain=166236 4.10576e+06 3.39739e+07 1.04138e+06 1.03338e+06 703086 918001 3.91682e+06 579256 1.35585e+06 4.74804e+06 1.63197e+06 707986 511308 640023 486788 1.00307e+06 433395 357329 274304 267357 218100 496598 936250 241349 257097 188333 185895 174782 1.39641e+06
threshold=1.0000000180025095e-35 0 8.5000000000000018 2.5000000000000004 13.500000000000002 2.5000000000000004 1 1.0000000180025095e-35 2 3.5000000000000004 1.5000000000000002 10.500000000000002 1.0000000180025095e-35 16.500000000000004 3.5000000000000004 3 4.5000000000000009 1.5000000000000002 18.500000000000004 2.5000000000000004 3.5000000000000004 10.500000000000002 4 11.500000000000002 5 6.5000000000000009 3.5000000000000004 10.500000000000002 2.5000000000000004 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 9 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 9 2 2 2 2 2
left_child=28 2 -2 4 -4 6 7 -3 9 10 -7 15 20 21 -15 16 -12 -11 -8 -19 -10 24 23 26 25 -14 -23 -21 29 -1
right_child=1 5 3 -5 -6 8 18 -9 12 17 11 -13 13 14 -16 -17 -18 19 -20 27 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.025283854234872075 99.210758353568423 -45.108147797761148 -32.520484834909439 -0.76737615828420602 -6.4577380657196048 52.350845510309398 -2.3288025859693851 -1.5090253218837169 0.19288198682996963 -11.852530386788505 26.537185702116592 -2.6273991461723085 3.0830231503742498 17.259289857397476 -2.6456001268114364 23.415998724735147 1.7332599435533798 10.882492610386441 2.9242650355848907 -3.4682172544442924 12.679086595900516 21.701445886363157 -3.6845032376451123 -1.2336450635469878 -5.7535777880064547 -5.1681191914422175 9.038283236821492 1.0900420711590695 0.03548813976551432 -0.79768455295985174
leaf_weight=164091 37 27 32 51 29 22 1893 87 27 35 23 155 82 30 35 33 56 21 139 157 47 23 273 130 301 70 24 208 486294 23581
leaf_count=164091 37 27 32 51 29 22 1893 87 27 35 23 155 82 30 35 33 56 21 139 157 47 23 273 130 301 70 24 208 486294 23581
internal_value=0 -0.638978 15.1178 -11.3131 -20.13 -1.27679 -2.49355 -10.8807 0.206323 2.38962 7.69764 4.01835 -1.29187 -2.02498 6.54127 13.2156 8.95466 -1.19736 -1.95982 -0.231215 8.12331 -2.64159 -1.0823 2.97154 -4.19056 -0.672595 15.2352 -0.870634 0.00385231 -0.0781222
internal_weight=0 4047 149 112 61 3898 2146 114 1752 710 289 267 1042 968 65 112 79 421 2032 386 74 903 450 177 453 152 47 365 673966 187672
internal_count=678013 4047 149 112 61 3898 2146 114 1752 710 289 267 1042 968 65 112 79 421 2032 386 74 903 450 177 453 152 47 365 673966 187672
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=160 2049 2065 2 1048832 172032
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=12
split_feature=1 13 12 12 14 14 11 11 12 14 12 11 12 11 12 14 11 13 13 12 13 14 12 11 13 14 12 13 12 12
split_gain=168021 1.98543e+06 5.03127e+06 6.75742e+07 2.46233e+08 2.14964e+07 2.20068e+07 1.00178e+07 2.41417e+06 7.46805e+06 1.08734e+07 1.764e+06 1.69934e+06 1.91345e+07 4.2957e+07 2.27113e+07 2.69309e+06 2.31331e+06 2.16124e+06 2.80608e+06 2.03343e+06 2.7346e+06 1.88398e+07 4.97591e+07 2.49037e+06 2.02245e+06 1.97834e+06 1.95488e+06 2.42534e+06 1.7517e+06
threshold=1.0000000180025095e-35 0 17.500000000000004 18.500000000000004 1 2 2.5000000000000004 2.5000000000000004 15.500000000000002 3 16.500000000000004 3.5000000000000004 17.500000000000004 3.5000000000000004 18.500000000000004 4 3.5000000000000004 5 6 18.500000000000004 7 8 2.5000000000000004 1.5000000000000002 9 10 7.5000000000000009 11 10.500000000000002 13.500000000000002
decision_type=2 9 2 2 1 1 2 2 2 1 2 2 2 2 2 1 2 9 9 2 9 1 2 2 9 1 2 9 2 2
left_child=-1 2 8 4 -4 6 -5 -6 -2 10 -10 -7 16 18 15 -15 20 25 19 -14 21 22 23 -3 -23 -18 -27 28 -28 -30
right_child=1 12 3 5 7 11 -8 -9 9 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 24 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0081518083907303005 1.0743939457915901 188.44640693664553 271.49727001655395 7.6093671875000002 2.0325679597400486 -1.89409177688532 -115.98398842811585 -85.812765323414524 -2.2939286965590258 0.27167386163639118 -82.372251739501962 16.05113424725003 -38.875767492836921 -154.43875920912799 -1.7234134026720556 -40.471730868021652 -0.4191177255309213 -0.82332795237793643 3.1317556489102065 -2.6260518615628468 -2.1491456697745313 -9.7802980690948242 0.90905353226126207 -15.185445351600647 1.3296666532288854 11.446033591746431 -9.7653882194967849 -2.4631921358534563 35.289577119246779 7.6923256252122973
leaf_weight=660306 3810 20 41 25 21 229 34 34 39 237 30 72 29 34 158 36 469 1350 892 81 7259 232 374 30 1205 559 34 281 46 46
leaf_count=660306 3810 20 41 25 21 229 34 34 39 237 30 72 29 34 158 36 469 1350 892 81 7259 232 374 30 1205 559 34 281 46 46
internal_value=0 -0.303993 1.48895 11.4587 86.0046 -8.42024 -63.6139 -52.2718 0.388046 -8.15766 -37.1106 2.39845 -0.928501 -4.46786 -30.6149 -95.8271 -0.563602 2.15813 1.48177 -11.1676 -1.39475 1.55108 8.61639 66.2673 -0.522816 4.93434 7.58456 2.28097 12.0966 21.491
internal_weight=0 17707 4572 456 96 360 59 55 4116 306 69 301 13135 1230 228 70 11905 2785 1002 110 9120 1861 424 50 1437 1435 966 407 126 92
internal_count=678013 17707 4572 456 96 360 59 55 4116 306 69 301 13135 1230 228 70 11905 2785 1002 110 9120 1861 424 50 1437 1435 966 407 126 92
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1843840 2 2 2 2 180240 98337 67695 2 32 2 32784
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=3
split_feature=13 11 12 12 3 14 12 11 7 11 12 6 12 8 12 12 11 11 11 14 11 12 12 12 12 11 3 12 11 12
split_gain=166989 1.68758e+06 5.15076e+06 5.88186e+06 1.00908e+07 7.78255e+06 712371 1.73012e+06 557276 1.11609e+06 539223 234753 614259 224020 272501 201597 201037 196779 194261 184513 234476 400070 926866 301371 204942 436593 314650 214055 182757 375490
threshold=0 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1 13.500000000000002 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 3.5000000000000004 2 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 6.5000000000000009 1.5000000000000002 2.5000000000000004
decision_type=9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 8 -8 10 15 16 13 -13 14 -4 -10 -3 -17 19 20 23 -22 -23 -12 25 -21 -26 -28 -25 -30
right_child=-2 6 11 4 5 -7 7 -9 9 -11 18 12 -14 -15 -16 17 -18 -19 -20 24 21 22 -24 28 26 -27 27 -29 29 -31
leaf_value=-1.6347194440437087 0.0033122816438302424 -4.1371527462470823 -4.0929904344346788 -39.668886011297054 -3.4164466857910156 45.030608162047372 21.580818572858487 -5.4548869824835231 -9.2859308118405561 22.530051483154296 -10.242486826578777 -20.78495750331879 -2.8000218204305143 -11.805094213377346 0.57330620610122141 4.2579860428632319 1.4997272067121652 -7.2199116134643564 -1.8822695834628924 -9.7174980163574229 -1.1012821098168692 -26.040562169692095 -7.043708819434757 -7.0884084302987631 -5.6729116981093952 0.17132574530208813 -1.1640989184379578 9.1149724960327152 9.2184063084920265 -3.18427469093381
leaf_weight=165 674987 82 225 22 45 126 41 56 23 25 69 25 79 22 282 59 277 20 307 130 48 34 105 67 185 68 256 22 30 131
leaf_count=165 674987 82 225 22 45 126 41 56 23 25 69 25 79 22 282 59 277 20 307 130 48 34 105 67 185 68 256 22 30 131
internal_value=0 -0.739994 2.64166 12.2281 24.0798 32.2814 -2.39042 5.97258 -2.809 3.59447 -3.25806 -2.78008 -7.12332 -1.92621 -1.49754 -1.0466 0.212195 1.35219 -4.11606 -4.71499 -6.1985 -8.97235 -11.6904 -4.452 -3.62873 -6.32134 -2.47725 -0.350647 -2.69961 -0.873216
internal_weight=0 3026 991 358 193 171 2035 97 1938 127 1811 633 104 529 507 102 359 79 1452 1145 484 187 139 297 661 198 463 278 228 161
internal_count=678013 3026 991 358 193 171 2035 97 1938 127 1811 633 104 529 507 102 359 79 1452 1145 484 187 139 297 661 198 463 278 228 161
cat_boundaries=0 1 2 3
cat_threshold=2 2 2
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=10
split_feature=8 13 13 11 12 11 12 12 13 14 11 11 13 12 14 12 12 12 14 12 11 14 12 11 14 12 14 12 11 12
split_gain=160009 2.51535e+06 2.04209e+06 3.49852e+07 6.92445e+07 3.66218e+06 4.16203e+06 1.91333e+06 4.59044e+06 1.05065e+07 1.79946e+07 1.79489e+06 2.00042e+06 3.81581e+06 8.16801e+06 9.64088e+06 1.34903e+06 3.5916e+06 3.38179e+06 1.15275e+06 5.31271e+06 9.85668e+07 4.29274e+06 1.78923e+07 2.91931e+08 2.33702e+08 2.46134e+07 2.42786e+07 7.75928e+07 2.0628e+07
threshold=1.0000000180025095e-35 0 1 3.5000000000000004 4.5000000000000009 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 2 3 2.5000000000000004 2.5000000000000004 4 2.5000000000000004 5 1.5000000000000002 13.500000000000002 14.500000000000002 6 14.500000000000002 3.5000000000000004 7 11.500000000000002 3.5000000000000004 8 12.500000000000002 9 13.500000000000002 2.5000000000000004 12.500000000000002
decision_type=2 9 9 2 2 2 2 2 9 1 2 2 9 2 1 2 2 2 1 2 2 1 2 2 1 2 1 2 2 2
left_child=-1 7 3 5 -5 -3 -7 8 9 -2 -11 -9 16 14 15 -14 -13 18 -18 22 -21 -22 -4 26 -25 -26 29 -28 -29 -24
right_child=1 2 19 4 -6 6 -8 11 -10 10 -12 12 13 -15 -16 -17 17 -19 -20 20 21 -23 23 24 25 -27 27 28 -30 -31
leaf_value=0.0095261259561437786 -17.260641636318631 -1.2334253923479483 -0.065554695962770054 218.95936598344284 2.4820585844251846 -64.587507284255253 -6.542166379292806 -0.04134508049797446 -1.3942601419318983 -6.7123748852656435 86.581142356178987 -1.0755376548065245 2.869822767045763 -3.8086820597346147 -2.1946823874035397 -61.293700221047473 -12.081561473407577 -1.439362120566269 -49.851094621022547 0.35535419005482238 5.3115989101176364 -222.64782309759232 26.348938738320761 -17.909596557542681 -7.1192061548647674 410.78170324563985 -7.2244902483078839 -14.990868503946656 -233.80015858241492 -1.8253637759169739
leaf_weight=652834 45 271 11598 22 45 21 30 3622 359 39 44 3769 36 1340 148 67 113 384 30 1113 196 21 414 256 23 32 351 71 21 698
leaf_count=652834 45 271 11598 22 45 21 30 3622 359 39 44 3769 36 1340 148 67 113 384 30 1113 196 21 414 256 23 32 351 71 21 698
internal_value=0 -0.247377 0.563643 7.6239 73.5642 -5.85982 -30.4432 -1.47833 4.63363 20.0801 42.7444 -1.7929 -2.87056 -5.8912 -17.2437 -38.8676 -1.73413 -6.47716 -20.0052 0.372973 -2.43535 -16.749 0.650662 5.10226 26.9981 236.023 0.72309 -19.2098 -64.9365 8.66399
internal_weight=0 25179 15183 389 67 322 51 9996 487 128 83 9509 5887 1591 251 103 4296 527 143 14794 1330 217 13464 1866 311 55 1555 443 92 1112
internal_count=678013 25179 15183 389 67 322 51 9996 487 128 83 9509 5887 1591 251 103 4296 527 143 14794 1330 217 13464 1866 311 55 1555 443 92 1112
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=3704975 32 524416 2 1083401 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=12
split_feature=13 7 12 13 11 12 12 11 13 12 12 14 11 12 13 12 11 12 12 13 12 14 12 13 14 14 12 13 12 14
split_gain=160121 709932 956534 3.79523e+06 3.10239e+06 3.77186e+06 4.80054e+06 2.84069e+06 9.67431e+06 9.52017e+06 1.0555e+07 1.29916e+07 1.86374e+07 6.72438e+06 5.28672e+06 6.25532e+06 9.10251e+06 4.2126e+06 4.92346e+06 1.19945e+07 3.01979e+07 2.98075e+07 1.14956e+07 5.42863e+07 7.9769e+07 1.39666e+07 2.14202e+07 1.34525e+07 4.97752e+06 4.09638e+06
threshold=0 1.0000000180025095e-35 8.5000000000000018 1 2.5000000000000004 11.500000000000002 16.500000000000004 2.5000000000000004 2 1.5000000000000002 1.0000000180025095e-35 3 1.5000000000000002 5.5000000000000009 4 1.5000000000000002 3.5000000000000004 7.5000000000000009 3.5000000000000004 5 2.5000000000000004 6 4.5000000000000009 7 8 9 5.5000000000000009 10 6.5000000000000009 11
decision_type=9 2 2 9 2 2 2 2 9 2 2 1 2 2 9 2 2 2 2 9 2 1 2 9 1 1 2 9 2 1
left_child=1 -1 7 4 5 -4 -7 8 9 10 -3 -12 -13 -11 15 -9 17 18 19 20 21 -17 23 24 -20 26 -24 28 -28 -18
right_child=-2 2 3 -5 -6 6 -8 14 -10 13 11 12 -14 -15 -16 16 29 -19 22 -21 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.069265064340449073 0.073616698533551364 -0.95093303383467453 -0.80434429912047811 -2.5379643608710301 -1.1271200153808958 6.1942664975458719 -1.7468003025073504 -1.874906050461858 -1.4787242477237283 -2.3689128710405671 -3.9788188339827899 -2.7461584188170356 64.262218039376407 10.161305036382011 -1.3218651729816793 -2.7103409275864112 5.0086538855830494 -1.4240927476962189 -11.41981579964621 -4.1382422278909123 -7.6056560535623579 83.210522871751053 -6.0258622888575264 2.6039603030001439 140.77549319212466 -0.25308391709965988 65.290254378118433 3.5181490346005093 35.639628638161554 -3.0246187419993142
leaf_weight=432526 205717 167 2525 4908 4842 2942 1027 1676 10636 1096 77 59 140 703 3321 66 1174 361 57 619 198 104 187 323 87 762 119 104 108 1382
leaf_count=432526 205717 167 2525 4908 4842 2942 1027 1676 10636 1096 77 59 140 703 3321 66 1174 361 57 619 198 104 187 323 87 762 119 104 108 1382
internal_value=0 -0.0320875 0.372236 -0.217965 0.788038 2.21722 4.13947 0.779752 -0.219438 5.7356 18.8928 30.8997 44.3954 2.52755 1.9882 3.48555 5.08155 8.72882 10.0694 4.42365 18.4368 49.853 13.2591 26.6888 75.3022 8.35938 21.0287 36.3133 49.0237 0.665155
internal_weight=0 472296 39770 16244 11336 6494 3969 23526 12878 2242 443 276 199 1799 10648 7327 5651 3095 2734 987 368 170 1747 467 144 1280 518 331 227 2556
internal_count=678013 472296 39770 16244 11336 6494 3969 23526 12878 2242 443 276 199 1799 10648 7327 5651 3095 2734 987 368 170 1747 467 144 1280 518 331 227 2556
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1251766 198800 4356 2 1179666 131072 2 16 2 2 1179648 2
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=13
split_feature=0 13 12 12 13 11 11 14 11 13 14 13 11 13 12 12 11 13 12 11 14 12 13 11 14 13 11 12 13 11
split_gain=158405 4.96128e+06 5.53551e+06 8.74039e+06 1.52908e+07 1.32124e+07 1.19042e+07 1.29446e+07 1.11448e+07 1.21879e+07 9.8952e+06 8.63535e+06 5.83978e+06 3.12153e+06 2.44056e+06 7.57356e+06 9.11461e+06 1.94045e+07 2.85934e+07 2.77207e+07 3.36106e+07 2.39901e+07 2.02041e+07 1.30429e+07 3.28633e+07 6.30053e+06 7.88798e+06 9.56437e+06 4.25109e+07 1.85355e+08
threshold=1.0000000180025095e-35 0 13.500000000000002 12.500000000000002 1 1.0000000180025095e-35 1.5000000000000002 2 3.5000000000000004 3 4 5 2.5000000000000004 6 2.5000000000000004 4.5000000000000009 1.5000000000000002 7 3.5000000000000004 1.0000000180025095e-35 8 3.5000000000000004 9 1.0000000180025095e-35 10 11 3.5000000000000004 7.5000000000000009 12 2.5000000000000004
decision_type=2 9 2 2 9 2 2 1 2 9 1 9 2 9 2 2 2 9 2 2 1 2 9 2 1 9 2 2 9 2
left_child=-1 -2 3 14 5 10 -7 8 9 -8 -5 12 -9 -4 -3 16 17 18 -16 -20 -21 22 23 24 -19 -17 27 28 29 -27
right_child=1 2 13 4 -6 6 7 11 -10 -11 -12 -13 -14 -15 15 25 -18 21 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.027181956537051657 -1.6396354177871821 -0.6050983685872996 -2.4843155600619178 7.2693059482929874 -1.0372664237653546 -7.2204871079757416 22.581660435780758 32.660297525456521 -8.1906762927186261 -0.36479321347750154 24.647621226846905 -5.8932893846643424 -0.88228608767191563 -0.28971343979820702 3.3330682136535645 -0.45340673404322224 1.0535991892997711 0.40695218067852262 -15.118710943368766 23.283690471033896 157.4229217853952 -2.6033747425705278 -3.0051469277209186 4.963564391613982 37.614235236832421 -10.822667528675723 -1.541636551972331 1.0331870310282509 4.7907877228605686 223.73800594011942
leaf_weight=515277 15104 21394 8834 644 3692 711 942 113 204 315 667 809 96 24294 125 50123 11877 363 26 31 47 2194 625 489 686 113 5294 8430 4446 48
leaf_count=515277 15104 21394 8834 644 3692 711 942 113 204 315 667 809 96 24294 125 50123 11877 363 26 31 47 2194 625 489 686 113 5294 8430 4446 48
internal_value=0 0.0859907 0.26263 0.592012 3.7392 7.64248 4.18615 7.45768 13.4896 17.0081 16.1109 -1.19911 16.4654 -0.875769 0.34947 0.589964 2.5157 6.30232 34.0762 74.3037 104.111 4.75342 12.2376 18.3322 24.7389 0.126828 1.7127 3.03551 6.69942 55.6518
internal_weight=0 162736 147632 114504 8193 4501 3190 2479 1461 1257 1311 1018 209 33128 106311 84917 16463 4586 229 104 78 4357 2163 1538 1049 68454 18331 13037 4607 161
internal_count=678013 162736 147632 114504 8193 4501 3190 2479 1461 1257 1311 1018 209 33128 106311 84917 16463 4586 229 104 78 4357 2163 1538 1049 68454 18331 13037 4607 161
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=266496 534544 2 524304 2 532480 1575108 1572864 2 98388 2 1294514 4
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=8
split_feature=11 13 14 8 12 12 2 12 13 4 12 12 13 9 13 12 13 12 12 12 12 14 12 12 14 12 12 12 12 12
split_gain=216567 2.35554e+06 4.05327e+06 4.08742e+06 4.16247e+07 7.72117e+07 4.02626e+06 2.17831e+07 3.82239e+06 2.20351e+06 2.48917e+06 7.34068e+06 1.84418e+06 1.72999e+06 2.3603e+06 4.09874e+06 1.95861e+07 2.524e+07 1.58876e+07 3.42474e+06 6.75148e+06 1.10644e+07 2.12086e+06 1.40219e+07 4.52088e+06 9.28419e+06 9.79432e+06 2.17432e+06 6.74365e+06 1.7783e+06
threshold=3.5000000000000004 0 1 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 2 1.0000000180025095e-35 6.5000000000000009 9.5000000000000018 3 1.0000000180025095e-35 4 15.500000000000002 5 17.500000000000004 16.500000000000004 4.5000000000000009 5.5000000000000009 6 14.500000000000002 13.500000000000002 7 9.5000000000000018 10.500000000000002 12.500000000000002 11.500000000000002 3.5000000000000004
decision_type=2 9 1 2 2 2 2 2 9 2 2 2 9 2 9 2 9 2 2 2 2 1 2 2 1 2 2 2 2 2
left_child=-1 2 3 6 5 -5 8 -8 -2 12 -11 -12 -4 -3 19 29 17 18 -17 -15 21 -21 23 24 -22 -26 -27 28 -28 -16
right_child=1 13 9 4 -6 -7 7 -9 -10 10 11 -13 -14 14 15 16 -18 -19 -20 20 22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.030781215902786166 1.6250740121348266 0.14549187338636504 -1.2209992622472283 -12.272008344124664 -5.0987043001355916 220.7132547454834 81.699516065497164 -4.599916818479854 -3.1004415879407108 -3.6671881731818701 -80.607675399780277 -4.6624687698909213 -4.9257677234903063 -4.3946352892306262 3.689898660755897 44.924300537109382 -3.2784598225294945 1.3086864396637561 157.66338525390626 68.550999688042538 -0.99812172878126393 -9.0885552437074733 -4.1755004258183712 58.840840687471285 -2.4559634248975297 77.257636742842834 -2.2470835367838542 -8.3968172302246096 63.187501907348633 -1.0084480817606247
leaf_weight=522892 3743 135750 2955 33 274 25 38 127 3138 68 20 35 2489 273 1032 25 287 51 25 45 494 31 171 51 142 38 36 25 28 3672
leaf_count=522892 3743 135750 2955 33 274 25 38 127 3138 68 20 35 2489 273 1032 25 287 51 25 45 494 31 171 51 142 38 36 25 28 3672
internal_value=0 0.103766 -1.18715 0.348999 11.1922 88.1527 -0.161921 15.2751 -0.532087 -3.22516 -16.461 -32.2789 -2.92611 0.221371 1.82466 0.835493 10.7158 46.2291 101.294 5.55252 8.16431 36.8822 5.94851 8.07529 4.68205 15.1133 34.7577 16.6116 26.3805 0.0223117
internal_weight=0 155121 12945 7378 332 58 7046 165 6881 5567 123 55 5444 142176 6426 5092 388 101 50 1334 1061 76 985 814 763 269 127 89 64 4704
internal_count=678013 155121 12945 7378 332 58 7046 165 6881 5567 123 55 5444 142176 6426 5092 388 101 50 1334 1061 76 985 814 763 269 127 89 64 4704
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=536932 2 4164 536576 131072 1048576 2 2
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=13
split_feature=11 13 12 1 14 12 4 12 12 12 12 3 12 13 12 13 12 11 12 14 14 13 12 13 13 12 14 14 13 13
split_gain=175216 2.01131e+06 4.5759e+06 6.45427e+07 5.29109e+08 3.57015e+07 2.69081e+06 5.78149e+06 3.44463e+07 1.70276e+06 3.12589e+06 1.66902e+06 8.33114e+06 1.05271e+07 1.05837e+07 8.33626e+06 1.05112e+07 4.43015e+06 8.25157e+06 4.03571e+06 3.16194e+06 2.06885e+06 1.93205e+06 2.47905e+06 1.97247e+06 2.86426e+06 4.01473e+06 3.21991e+06 3.17933e+06 3.03662e+06
threshold=3.5000000000000004 0 17.500000000000004 1.0000000180025095e-35 1 19.500000000000004 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 2 9.5000000000000018 3 6.5000000000000009 4.5000000000000009 6.5000000000000009 4 5 6 2.5000000000000004 7 8 1.5000000000000002 9 10 11 12
decision_type=2 9 2 2 1 2 2 2 2 2 2 2 2 9 2 9 2 2 2 1 1 9 2 9 9 2 1 1 9 9
left_child=-1 2 6 -4 -5 -6 -2 8 9 10 -8 21 22 14 15 16 -14 18 20 -18 -17 -3 24 -24 25 27 28 -13 -27 -29
right_child=1 11 3 4 5 -7 7 -9 -10 -11 -12 12 13 -15 -16 17 19 -19 -20 -21 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-0.027703102268749044 0.44089288567169921 -3.7661543670287316 -0.75829389361375277 542.85591613769532 -133.59707922363282 12.761632568359374 2.4254763854177375 -4.8405702794751813 110.83570601519416 0.20725183444552953 35.453404368524971 -1.7522291163648356 -2.4049727121988935 -3.2636372569853758 0.17815448860546537 27.480071235675037 46.607706986404054 2.0634710704926218 6.6112291513504333 96.397540666438928 9.2915902845321163 -0.29194183944862195 -0.29471135895230943 -3.966702839647021 -0.030983188291906067 13.794041442871094 -0.52232567440845035 11.790640163421632 -0.93039673883557905 1.6254855132646595
leaf_weight=522892 33509 1743 914 20 25 50 76 248 34 225 46 2213 33 1131 1020 417 41 404 653 27 124 77535 6823 2510 22313 631 559 382 197 1218
leaf_count=522892 33509 1743 914 20 25 50 76 248 34 225 46 2213 33 1131 1020 417 41 404 653 27 124 77535 6823 2510 22313 631 559 382 197 1218
internal_value=0 0.0933189 0.758479 7.39563 85.845 -36.0246 0.56253 7.04257 14.7775 5.36549 14.8786 -0.101598 0.418974 4.84528 8.20012 13.0644 39.9485 11.0461 14.178 66.3772 23.3112 -0.368837 -0.0435255 -1.28682 0.378225 2.13009 6.02553 0.718685 10.4461 4.13627
internal_weight=0 155121 35147 1009 95 75 34138 629 381 347 122 119974 40696 3850 2719 1699 101 1598 1194 68 541 79278 36846 9333 27513 5200 1387 3813 828 1600
internal_count=678013 155121 35147 1009 95 75 34138 629 381 347 122 119974 40696 3850 2719 1699 101 1598 1194 68 541 79278 36846 9333 27513 5200 1387 3813 828 1600
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1049216 2 135183 12 2 2 260 299345 657496 2 2 133120 526352
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=9
split_feature=1 13 14 12 11 12 11 12 12 13 14 12 11 14 14 11 11 11 12 12 14 11 12 12 12 13 12 12 12 13
split_gain=170171 1.46109e+06 1.54022e+06 2.57417e+06 1.24509e+07 1.48733e+06 2.08585e+06 1.39485e+06 1.25085e+06 1.46486e+07 5.12578e+07 9.81315e+06 1.51662e+08 4.64903e+08 5.23882e+07 3.02149e+07 2.54764e+06 1.92167e+06 4.52043e+06 1.51929e+06 3.70621e+06 2.07682e+07 1.78048e+07 1.27459e+06 1.01255e+06 961149 1.35751e+06 3.13726e+06 876056 842304
threshold=1.0000000180025095e-35 0 1 17.500000000000004 3.5000000000000004 3.5000000000000004 2.5000000000000004 6.5000000000000009 18.500000000000004 2 3 17.500000000000004 3.5000000000000004 4 5 2.5000000000000004 2.5000000000000004 2.5000000000000004 20.500000000000004 15.500000000000002 6 3.5000000000000004 16.500000000000004 16.500000000000004 25.500000000000004 7 13.500000000000002 12.500000000000002 1.5000000000000002 8
decision_type=2 9 1 2 2 2 2 2 2 9 1 2 2 1 1 2 2 2 2 2 1 2 2 2 2 9 2 2 2 9
left_child=-1 2 3 -2 -5 6 -4 -7 11 10 -10 19 14 -14 15 -13 -16 -11 -19 -3 21 -21 -23 -22 -20 26 27 -9 -8 -30
right_child=1 8 5 4 -6 7 28 25 9 17 -12 12 13 -15 16 -17 -18 18 24 20 23 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0082122863780566529 -2.3086543489402196 0.86717106267853061 -0.44241952271290663 -2.491532399015532 -64.140733747482301 -4.1374309171031118 2.7184541394797765 5.0398372848078896 -146.25002874558973 -0.070118822020925439 -2.0062768896420797 -40.583559769850517 471.86828472430892 -89.865696738747999 0.63107032260379281 -193.03762887807994 40.611373145239696 28.567034799676193 3.7694474653764205 6.441459920234287 -4.7717275241398083 -14.138927350725448 -145.97542533874511 6.5311520897940305 -19.754883607228599 -0.76619883244470111 -2.5205869805138068 43.803310225560118 14.065859839059776 3.3970255549650012
leaf_weight=660306 2120 6900 1284 181 40 1306 328 106 31 273 120 26 26 34 37 26 28 95 77 97 227 21 20 178 24 3623 106 26 196 151
leaf_count=660306 2120 6900 1284 181 40 1306 328 106 31 273 120 26 26 34 37 26 28 95 77 97 227 21 20 178 24 3623 106 26 196 151
internal_value=0 -0.305923 -1.15269 -3.3793 -13.6498 -0.42283 1.92347 -1.3124 0.667521 -3.65105 -29.6553 1.01978 24.2907 153.552 -41.9973 -116.811 17.8534 5.24187 12.9082 0.466376 -4.6266 -18.7797 -78.4494 0.195958 -1.82049 -0.356818 5.66906 12.6751 6.42391 9.92648
internal_weight=0 17707 9467 2341 221 7126 1959 5167 8240 620 151 7620 177 60 117 52 65 469 196 7443 543 138 41 405 101 3861 238 132 675 347
internal_count=678013 17707 9467 2341 221 7126 1959 5167 8240 620 151 7620 177 60 117 52 65 469 196 7443 543 138 41 405 101 3861 238 132 675 347
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2330964 2 1048576 2 2 2 2 32836 135168
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=12
split_feature=0 13 12 12 13 11 11 14 11 13 14 13 11 13 12 12 12 12 11 13 12 11 14 12 13 11 14 11 13 11
split_gain=153872 4.01227e+06 4.48364e+06 7.08837e+06 1.24028e+07 1.06839e+07 9.65948e+06 1.05266e+07 9.00022e+06 9.89579e+06 8.01511e+06 5.82228e+06 6.24499e+06 2.55291e+06 2.4205e+06 2.40326e+06 1.98387e+06 6.13141e+06 7.3711e+06 1.57181e+07 2.31606e+07 2.24538e+07 2.72246e+07 1.9428e+07 1.74749e+07 1.09182e+07 2.71698e+07 6.05227e+06 7.99996e+06 8.05466e+06
threshold=1.0000000180025095e-35 0 13.500000000000002 12.500000000000002 1 1.0000000180025095e-35 1.5000000000000002 2 3.5000000000000004 3 4 5 2.5000000000000004 6 15.500000000000002 11.500000000000002 2.5000000000000004 4.5000000000000009 1.5000000000000002 7 3.5000000000000004 1.0000000180025095e-35 8 3.5000000000000004 9 1.0000000180025095e-35 10 1.5000000000000002 11 3.5000000000000004
decision_type=2 9 2 2 9 2 2 1 2 9 1 9 2 9 2 2 2 2 2 9 2 2 1 2 9 2 1 2 9 2
left_child=-1 15 3 16 5 10 -7 8 9 -8 -5 12 -9 -4 -15 -2 -3 18 19 20 -18 -22 -23 24 25 26 -21 -19 29 -29
right_child=1 2 13 4 -6 6 7 11 -10 -11 -12 -13 -14 14 -16 -17 17 27 -20 23 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.026739912447558994 -2.2915489838430632 -0.53896580281419892 -2.288193553733735 6.5474034232382454 -0.92755077128665375 -6.4934108787783433 20.35219947750829 28.101281064556492 -7.3148236760906151 -0.32456410774817834 22.187886635295634 -5.7436584317332624 -1.8800631124762042 -1.3675320156130004 0.62127484891675167 0.46405730722855831 3.0047884609222413 -1.3219650847834772 0.9563678231355347 0.56044917498364322 -13.601812524061936 20.960348412298387 141.68565517993684 -2.3380099393828089 -2.6061547644625125 4.7590632834561282 34.931184078274349 3.0557445506529497 -0.5848653992200058 -1.0990014861799859
leaf_weight=515277 10590 21394 8381 644 3692 711 942 124 204 315 667 736 158 11084 13663 4514 125 20388 11877 353 26 31 47 2194 661 489 660 18301 23502 6263
leaf_count=515277 10590 21394 8381 644 3692 711 942 124 204 315 667 736 158 11084 13663 4514 125 20388 11877 353 26 31 47 2194 661 489 660 18301 23502 6263
internal_value=0 0.0848016 0.24365 0.54009 3.37429 6.88968 3.78166 6.72865 12.1681 15.33 14.5048 -1.07786 10.9161 -0.780895 -0.269388 -1.46703 0.321669 0.538497 2.27121 5.67646 30.6734 66.8784 93.7051 4.28241 11.0175 16.9177 22.954 0.121783 0.734173 1.99561
internal_weight=0 162736 147632 114504 8193 4501 3190 2479 1461 1257 1311 1018 282 33128 24747 15104 106311 84917 16463 4586 229 104 78 4357 2163 1502 1013 68454 48066 24564
internal_count=678013 162736 147632 114504 8193 4501 3190 2479 1461 1257 1311 1018 282 33128 24747 15104 106311 84917 16463 4586 229 104 78 4357 2163 1502 1013 68454 48066 24564
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=266496 534544 2 524304 2 10240 1575044 1572864 2 98452 2 2624085
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=11
split_feature=11 13 2 12 12 12 12 14 12 12 12 13 6 14 3 14 13 12 12 3 12 11 13 14 2 12 14 12 14 13
split_gain=184981 1.69194e+06 3.63055e+06 2.12918e+07 2.40756e+08 8.35707e+06 1.17749e+07 1.63392e+07 3.90795e+06 3.3148e+06 1.80548e+06 5.08215e+06 1.40412e+07 2.21052e+07 2.13124e+06 5.86669e+06 1.67192e+06 2.25106e+06 1.44214e+06 4.22535e+06 9.79819e+06 5.23676e+06 1.15397e+07 7.05832e+06 3.51506e+06 1.7325e+07 6.1289e+07 6.29161e+07 4.73479e+06 8.40088e+06
threshold=3.5000000000000004 0 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 1.5000000000000002 3.5000000000000004 1 5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 2 1.0000000180025095e-35 3 1.0000000180025095e-35 4 5 14.500000000000002 5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 6 7 1.0000000180025095e-35 7.5000000000000009 8 6.5000000000000009 9 10
decision_type=2 9 2 2 2 2 2 1 2 2 2 9 2 1 2 1 9 2 2 2 2 2 9 1 2 2 1 2 1 9
left_child=-1 18 10 5 -5 -4 7 -7 -8 -9 11 12 14 -14 -3 -16 17 -6 -2 24 21 22 23 -21 -20 26 -26 -28 29 -27
right_child=1 2 3 4 16 6 8 9 -10 -11 -12 -13 13 -15 15 -17 -18 -19 19 20 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.028408951475113832 -0.042746953890118816 -2.8850911918846336 -10.240682933547282 -299.60151598700162 1.9183897708324675 116.34846354517445 -10.944785963694255 47.843588672984737 29.40755572319031 -6.4514301963474443 -0.63172632698667208 0.26292833582112535 -3.1921749697791206 106.8746681007179 -4.7348991394042974 47.191092597113716 -5.4516129882130402 36.231916908423109 0.24480673785909263 35.642821138899848 0.70640595830234654 -2.6979939241728719 4.9887881395398601 3.1704573609108149 -23.057634018406727 21.98338349286248 6.4895810477341271 133.10012146387345 -8.7750065559177735 -1.2515616592532861
leaf_weight=522892 69797 185 88 29 94 29 60 22 40 23 27371 1956 36 37 55 36 292 24 49273 302 2981 209 543 86 132 194 79 78 412 658
leaf_count=522892 69797 185 88 29 94 29 60 22 40 23 27371 1956 36 37 55 36 292 24 49273 302 2981 209 543 86 132 194 79 78 412 658
internal_value=0 0.0959398 -0.57321 -7.68648 -21.1502 14.873 27.5741 57.8146 5.19615 20.0928 -0.405375 2.28246 13.2149 52.5951 3.27796 15.8073 -1.45486 8.2023 0.258913 0.642146 3.72179 11.6068 14.818 27.7306 0.392447 5.07672 27.1657 69.3916 0.0263167 4.28236
internal_weight=0 155121 30377 701 439 262 174 74 100 45 29676 2305 349 73 276 91 410 118 124744 54947 4121 1140 931 388 50826 1553 289 157 1264 852
internal_count=678013 155121 30377 701 439 262 174 74 100 45 29676 2305 349 73 276 91 410 118 124744 54947 4121 1140 931 388 50826 1553 289 157 1264 852
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1198723 2 16 2 2 36868 1 2 2 2 1048576
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=10
split_feature=13 11 9 12 13 12 12 13 14 13 12 14 13 12 13 12 12 12 12 12 12 13 12 12 14 6 0 7 1 6
split_gain=190880 481875 1.38287e+06 2.83767e+06 4.61935e+06 2.21257e+06 1.71775e+06 7.37612e+06 8.20541e+06 1.78736e+06 1.51745e+06 3.8277e+06 5.38471e+06 7.9334e+06 4.35828e+06 3.19178e+06 6.23295e+06 2.57895e+06 2.39627e+06 1.7612e+06 5.46236e+06 1.42753e+06 4.99597e+06 4.90872e+07 7.39696e+07 5.41282e+07 1.38886e+08 2.56671e+08 2.14812e+07 1.00972e+07
threshold=0 3.5000000000000004 1.0000000180025095e-35 9.5000000000000018 1 5.5000000000000009 4.5000000000000009 2 3 4 13.500000000000002 5 6 10.500000000000002 7 17.500000000000004 16.500000000000004 10.500000000000002 14.500000000000002 12.500000000000002 11.500000000000002 8 18.500000000000004 17.500000000000004 9 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 2 2 2 9 2 2 9 1 9 2 1 9 2 9 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2
left_child=1 -1 21 5 10 6 9 8 -8 -4 11 14 13 -13 17 16 18 -5 -12 20 -15 22 23 -3 25 26 27 -25 -24 -26
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11 15 12 -14 19 -16 -17 -18 -19 -20 -21 -22 -23 28 24 29 -27 -28 -29 -30 -31
leaf_value=-0.077769589567281791 0.11221229797463328 0.44824374820532153 -4.3407262890278799 45.855758138803338 -0.77483954746637318 -2.8421435756603257 54.913598996117003 -1.3332705884609584 -1.7492746951968172 3.2023957577267215 20.60762753950225 69.538436151805669 2.6760881723676411 -2.015808423360189 -4.5962682600374576 -0.82880673175091513 43.018115793515562 9.9623777367602813 3.617438479832241 -7.5505693664550781 56.875318036760603 -0.12425314792134629 -1.3453438762219971 374.55227516174318 -69.894573993268224 -5.1214958318074544 7.8618269947596957 -5.4180408000946052 -57.641787858442832 2.5953702753240413
leaf_weight=419799 124004 31837 466 26 1073 1667 63 255 43 915 144 38 200 36 422 143 73 87 196 25 28 95549 566 40 46 60 70 32 77 33
leaf_count=419799 124004 31837 466 26 1073 1667 63 255 43 915 144 38 200 36 422 143 73 87 196 25 28 95549 566 40 46 60 70 32 77 33
internal_value=0 -0.0250364 0.139907 1.63684 4.2024 -0.237842 2.25434 8.39618 29.1753 0.648827 7.91829 5.34687 13.8704 29.0046 0.137175 12.0473 16.5057 16.7396 10.8133 14.957 23.7491 0.0710747 0.6406 0.815524 42.4279 74.5136 108.162 205.677 -8.08691 -39.614
internal_weight=0 554009 134210 5900 2491 3409 1742 361 106 1381 1418 862 327 127 535 556 413 113 340 89 64 128310 32761 32118 281 202 142 72 643 79
internal_count=678013 554009 134210 5900 2491 3409 1742 361 106 1381 1418 862 327 127 535 556 413 113 340 89 64 128310 32761 32118 281 202 142 72 643 79
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1775767 1179668 133120 2 655380 2 131072 20 1048704 2
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=7
split_feature=13 5 12 12 11 12 9 12 13 8 1 8 12 11 14 11 2 12 12 13 12 14 13 1 14 12 12 3 11 6
split_gain=164680 1.34096e+06 1.58949e+07 3.13405e+07 701631 1.42922e+06 553343 531482 1.21334e+06 1.36801e+06 1.19707e+06 802931 1.60184e+07 7.18564e+07 1.51807e+06 957221 1.53805e+06 2.31106e+07 4.25049e+07 1.9161e+06 2.26909e+06 2.36016e+06 1.09667e+06 1.26373e+06 6.04332e+06 1.15128e+06 1.23178e+06 1.19161e+06 1.29263e+06 2.63028e+06
threshold=0 1.0000000180025095e-35 8.5000000000000018 5.5000000000000009 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 1.5000000000000002 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 2 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 3 12.500000000000002 4 5 1.0000000180025095e-35 6 18.500000000000004 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 9 2 1 9 2 1 2 2 2 2 2
left_child=1 6 3 -3 5 -4 7 8 9 10 -1 15 13 14 -13 -9 22 18 -18 -19 21 -21 23 25 -25 26 27 28 29 -17
right_child=-2 2 4 -5 -6 -7 -8 11 -10 -11 -12 12 -14 -15 -16 16 17 19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.0818360885292968 -0.014836844497132701 -9.154075867150512 -24.568463234674365 135.78888517709879 -0.074762086357389179 -0.070534660816192626 -1.187353049782111 0.60709069292727869 0.024370615188855787 -21.970291450861339 -19.821346322084086 -20.871623449840328 -0.34533140862697564 154.61575981604088 3.1081260218764797 1.8058770933666743 -28.084582718935877 2.0491351131598154 164.34925580024719 -48.115208119359515 2.3908922065388074 -9.0121382164232653 -0.13732641233820991 -59.752713415839459 -0.80293146156402961 13.37915355761846 -3.6175629761347232 -4.828508064963601 -0.70214078939185953 24.594380465420812
leaf_weight=1545 621311 35 42 26 175 55 3036 27311 8835 37 39 44 1697 37 66 148 22 230 24 29 44 33 10636 22 83 48 1841 220 265 77
leaf_count=1545 621311 35 42 26 175 55 3036 27311 8835 37 39 44 1697 37 66 148 22 230 24 29 44 33 10636 22 83 48 1841 220 265 77
internal_value=0 0.163176 6.49033 52.6249 -3.85602 -10.6779 0.125827 0.20058 -0.438678 -2.94443 -2.5186 0.35647 2.3978 34.0651 -6.48377 0.264733 -0.416663 5.83972 72.3157 -3.26116 -13.6857 -27.3023 -0.595818 -2.38992 -13.1543 -1.96423 -2.25293 1.28549 4.03055 9.60461
internal_weight=0 56702 333 61 272 97 56369 53333 10456 1621 1584 42877 1844 147 110 41033 13722 382 46 336 106 62 13340 2704 105 2599 2551 710 490 225
internal_count=678013 56702 333 61 272 97 56369 53333 10456 1621 1584 42877 1844 147 110 41033 13722 382 46 336 106 62 13340 2704 105 2599 2551 710 490 225
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=270952 32 2 270344 2 32 2
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=8
split_feature=5 13 11 12 14 14 11 11 12 12 11 12 12 11 13 12 12 11 12 12 11 13 11 12 14 12 13 12 12 14
split_gain=158545 1.59859e+06 1.62089e+07 508568 2.46641e+06 331407 341659 214805 504517 231207 452330 223774 203740 525768 311871 387556 283253 439342 281781 458755 1.03296e+06 258544 474954 515061 698134 661471 228541 186205 199519 185386
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 1 2 3.5000000000000004 1.5000000000000002 10.500000000000002 11.500000000000002 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 3.5000000000000004 3 10.500000000000002 11.500000000000002 3.5000000000000004 16.500000000000004 17.500000000000004 2.5000000000000004 4 2.5000000000000004 8.5000000000000018 5 5.5000000000000009 6 4.5000000000000009 10.500000000000002 7
decision_type=2 9 2 2 1 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 1 2 9 2 2 1
left_child=-1 2 -2 4 -4 27 -7 8 -3 10 -10 -11 13 -9 16 -16 17 21 26 20 -20 22 -14 24 25 -24 -18 -5 -29 -23
right_child=1 7 3 5 -6 6 -8 12 9 11 -12 -13 14 -15 15 -17 18 -19 19 -21 -22 29 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0037972391874074294 80.106019712377474 -4.9671143691775939 -8.6186929748904326 7.6945843827724465 35.161607412858444 -14.929335975646973 -2.1712522004780017 -2.6645644660918943 -1.0106108468676369 -2.3425559080404059 13.589103063195944 3.4720472479477906 0.15556630179995584 11.359235820364447 -4.5206751176656965 -0.53003360569825653 1.8180550680751297 -3.3107086281754721 -3.2726414313683145 -1.4277098219990731 25.82035191577414 -1.5964866809546949 21.208062441595672 16.38440709030419 -8.1832225418090818 -0.54240164580168548 -3.2915275009489351 -4.0495759438767154 1.8558319018908911 3.8427448680099929
leaf_weight=673966 27 477 31 35 22 29 76 62 63 437 32 78 105 47 463 513 103 151 26 100 23 160 29 57 30 27 481 85 175 103
leaf_count=673966 27 477 31 35 22 29 76 62 63 437 32 78 105 47 463 513 103 151 26 100 23 160 29 57 30 27 481 85 175 103
internal_value=0 -0.623986 4.73702 0.349397 9.55426 -0.870247 -5.69491 -1.35488 -2.53083 -0.625729 3.90719 -1.4619 -0.844921 3.3824 -1.03926 -2.39856 -0.0705378 1.42838 -1.42523 2.45643 10.3833 2.82877 5.05867 9.01261 4.12665 10.7212 -2.41558 0.847007 -0.0747822 0.514157
internal_weight=0 4047 480 453 53 400 105 3567 1087 610 95 515 2480 109 2371 976 1395 662 733 149 49 511 248 143 86 56 584 295 260 263
internal_count=678013 4047 480 453 53 400 105 3567 1087 610 95 515 2480 109 2371 976 1395 662 733 149 49 511 248 143 86 56 584 295 260 263
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=41 2 2 174480 8464 2 34944 2
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=9
split_feature=8 13 12 13 14 11 11 12 14 12 12 14 11 11 13 11 12 11 12 14 11 11 12 12 13 11 11 13 12 11
split_gain=156619 2.21239e+06 2.03863e+06 3.409e+06 8.49678e+06 1.45752e+07 1.78884e+06 2.41879e+06 4.29787e+06 5.62163e+06 2.66269e+06 6.59561e+06 1.65729e+07 2.4023e+06 1.75262e+06 2.74255e+07 5.35021e+07 2.91773e+06 3.23627e+06 1.47287e+06 1.00443e+06 1.28537e+06 998817 4.10256e+06 1.33212e+07 1.18236e+08 6.63372e+06 1.68712e+07 2.63035e+07 2.82997e+07
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 2 2.5000000000000004 2.5000000000000004 2.5000000000000004 3 1.5000000000000002 13.500000000000002 4 3.5000000000000004 3.5000000000000004 5 3.5000000000000004 4.5000000000000009 2.5000000000000004 3.5000000000000004 6 3.5000000000000004 2.5000000000000004 10.500000000000002 12.500000000000002 7 1.0000000180025095e-35 2.5000000000000004 8 11.500000000000002 3.5000000000000004
decision_type=2 9 2 9 1 2 2 2 1 2 2 1 2 2 9 2 2 2 2 1 2 2 2 2 9 2 2 9 2 2
left_child=-1 2 3 4 -2 -6 -4 8 9 -8 -9 -12 -13 -11 15 17 -17 -3 -19 -5 21 -21 -16 24 25 -24 -26 28 -28 -30
right_child=1 14 6 19 5 -7 7 10 -10 13 11 12 -14 -15 22 16 -18 18 -20 20 -22 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=0.0094817460746971349 -15.471458480623035 -0.84832360454151123 -0.18521535247879162 6.9941677594606864 -6.0201299129388275 77.942889889803809 -1.7972089537258809 -1.2432481430486719 -1.7734952563650155 -40.412484918808453 -3.4182557361736863 -2.6090971117434294 -86.307717005411789 -14.735230676059068 -0.21224808333479828 193.14702647816051 2.8616807640923394 -57.029145050048832 -5.8448307164510096 -3.5736592460096932 5.3204875946044927 -26.182129135131834 242.88993387636935 -0.8938060178178866 -4.3680715097178986 6.6988035477532284 -0.26733544512492852 -1.6949393183437746 124.81027362823487 -7.2938643773396805
leaf_weight=652834 45 271 3313 113 39 44 116 3306 356 98 441 69 36 58 12284 22 45 21 30 57 39 45 23 2653 837 270 82 392 50 24
leaf_count=652834 45 271 3313 113 39 44 116 3306 356 98 441 69 36 58 12284 22 45 21 30 57 39 45 23 2653 837 270 82 392 50 24
internal_value=0 -0.244686 -1.59546 5.53516 18.105 38.4904 -1.94704 -3.24992 -9.00463 -18.4689 -2.31172 -8.78124 -31.3058 -30.8658 0.405424 6.95528 65.3434 -4.9778 -26.9207 -1.45475 -8.32905 -13.548 0.247983 1.55391 5.42386 24.4064 1.22301 9.78499 36.4069 81.9657
internal_weight=0 25179 8175 382 128 83 7793 4480 628 272 3852 546 105 156 17004 389 67 322 51 254 141 102 16615 4331 1678 293 1385 548 156 74
internal_count=678013 25179 8175 382 128 83 7793 4480 628 272 3852 546 105 156 17004 389 67 322 51 254 141 102 16615 4331 1678 293 1385 548 156 74
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1607822 524416 2 2 2 32 2 4097 16
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=10
split_feature=12 13 11 13 0 12 13 11 14 14 12 11 8 8 13 12 14 3 6 14 1 12 9 11 12 13 3 11 13 12
split_gain=152471 1.25527e+06 2.60112e+06 5.63553e+06 5.21669e+06 1.40398e+07 1.31892e+07 8.37435e+06 2.62444e+07 5.73292e+06 2.49136e+06 4.50051e+06 1.02899e+08 3.93362e+06 3.13805e+06 1.12124e+07 7.69454e+06 1.04678e+07 2.13544e+07 2.79402e+06 1.45389e+07 2.35513e+07 6.36018e+06 2.59829e+07 3.51233e+07 3.65161e+06 3.32748e+06 2.90876e+06 4.26057e+06 9.9979e+06
threshold=3.5000000000000004 0 1.5000000000000002 1 1.0000000180025095e-35 2.5000000000000004 2 1.0000000180025095e-35 3 4 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5 2.5000000000000004 6 1.0000000180025095e-35 1.0000000180025095e-35 7 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 8 1.0000000180025095e-35 1.0000000180025095e-35 9 2.5000000000000004
decision_type=2 9 2 9 2 2 9 2 1 1 2 2 2 2 9 2 1 2 2 1 2 2 2 2 2 9 2 2 9 2
left_child=1 10 4 -4 -3 -6 7 8 -7 -9 -1 13 14 19 15 -13 17 18 -17 20 25 -22 -21 -24 -25 26 -12 -28 29 -29
right_child=-2 2 3 -5 5 6 -8 9 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20 22 21 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.29760621810133214 0.034958436307043476 0.0293728071690962 -1.8137129031784687 -0.10518566958158815 0.1396298595247322 -1.4229987890580122 -0.46094852770875588 19.813639218199487 33.218373343139454 -4.1541290004078943 0.4321138489447478 -7.3364192936155534 221.88927901874891 -7.6942354490181177 -1.0014083267572358 129.67722861766816 5.0041310561330699 -3.0228980022927989 1.6935982444069602 -0.56433757462873013 104.07829759870256 -27.959886516224255 -5.0517066130164077 134.17271303743931 -7.7292955340761127 -1.3492590525826031 -2.3009463445000029 32.022752635295575 5.4019229974800389 -0.99688357841677788
leaf_weight=17696 439605 36915 22422 138568 5370 340 832 153 613 287 1719 144 22 501 625 32 57 23 22 7047 35 22 171 37 33 1860 368 208 2122 164
leaf_count=17696 439605 36915 22422 138568 5370 340 832 153 613 287 1719 144 22 501 625 32 57 23 22 7047 35 22 171 37 33 1860 368 208 2122 164
internal_value=0 -0.0643578 -0.156184 -0.343261 0.520429 2.90717 9.5866 15.4799 20.8594 4.18012 0.508959 1.44756 8.20742 1.0099 3.00144 11.6187 32.8555 53.4728 77.5357 1.32622 2.8339 53.1162 -0.0180303 15.9564 67.2761 2.38893 3.90115 5.99839 7.22299 17.0085
internal_weight=0 238408 205500 160990 44510 7595 2225 1393 953 440 32908 15212 925 14287 903 278 134 77 54 13786 6498 57 7288 241 70 6441 4581 2862 2494 372
internal_count=678013 238408 205500 160990 44510 7595 2225 1393 953 440 32908 15212 925 14287 903 278 134 77 54 13786 6498 57 7288 241 70 6441 4581 2862 2494 372
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2695456 86 16 2 2 32 2 2 2629632 2097152
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=9
split_feature=10 13 12 13 11 12 11 11 14 12 12 12 12 11 14 12 11 13 13 11 12 14 13 12 11 12 12 14 12 12
split_gain=140040 815029 538690 1.2635e+06 920267 803033 3.46164e+06 1.90661e+06 2.21505e+06 1.71707e+06 1.10557e+06 986267 833669 1.1191e+06 1.13344e+06 759718 731348 1.04732e+06 986280 675630 5.70966e+06 1.92873e+06 1.65856e+06 640774 627818 6.70887e+06 894319 709385 726661 2.64256e+06
threshold=1.0000000180025095e-35 0 5.5000000000000009 1 1.5000000000000002 2.5000000000000004 3.5000000000000004 2.5000000000000004 2 4.5000000000000009 1.5000000000000002 1.5000000000000002 4.5000000000000009 3.5000000000000004 3 3.5000000000000004 3.5000000000000004 4 5 3.5000000000000004 3.5000000000000004 6 7 2.5000000000000004 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 8 11.500000000000002 9.5000000000000018
decision_type=2 9 2 9 2 2 2 2 1 2 2 2 2 2 1 2 2 9 9 2 2 1 9 2 2 2 2 1 2 2
left_child=-1 -2 3 4 -3 6 11 8 -7 15 -8 -6 -9 14 -14 -10 17 -4 -18 23 -21 22 -22 -5 25 -19 -26 -27 29 -29
right_child=1 2 16 19 5 7 10 12 9 -11 -12 -13 13 -15 -16 -17 18 24 -20 20 21 -23 -24 -25 26 27 -28 28 -30 -31
leaf_value=0.0095617837264437983 -0.76319196115618637 -1.8882692171897724 -1.6216343841542209 1.1028448723960318 -0.54256045454639501 2.9628007818151403 39.088801769877591 -5.3410408306531139 23.305049921671554 40.108487262147847 11.527196780118075 10.623952302732668 18.899320590111518 -5.530580677705653 -5.9754176800067613 1.154407262802124 0.83153897678967825 43.339773522353759 -3.1518483166505469 -3.3206304746035551 -3.2282666392140578 17.169871381955726 10.27793513029814 -1.7911436955931461 -1.7313500256061556 -2.3567631083150067 1.7258658248033691 -3.6767096699895085 -1.6846071351249265 36.639936302448142
leaf_weight=649465 13945 231 1802 1334 177 189 43 233 30 33 22 143 62 68 26 32 1020 41 1578 818 144 214 230 1794 1000 248 2972 37 53 29
leaf_count=649465 13945 231 1802 1334 177 189 43 233 30 33 22 143 62 68 26 32 1020 41 1578 818 144 214 230 1794 1000 248 2972 37 53 29
internal_value=0 -0.216735 0.305412 1.05142 3.80055 5.07855 8.72106 2.99479 9.22409 21.6808 29.7603 4.44747 -1.55307 4.1046 11.55 11.8725 -0.189002 0.402655 -1.59686 0.260896 2.08224 9.59848 5.26618 -0.556943 1.23636 4.97473 0.855469 0.688715 7.03559 14.0382
internal_weight=0 28548 14603 5823 1289 1058 385 673 284 95 65 320 389 156 88 62 8780 6182 2598 4534 1406 588 374 3128 4380 408 3972 367 119 66
internal_count=678013 28548 14603 5823 1289 1058 385 673 284 95 65 320 389 156 88 62 8780 6182 2598 4534 1406 588 374 3128 4380 408 3972 367 119 66
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1368114 2102028 2 2 2625544 524545 2 655360 2
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=7
split_feature=14 12 13 13 2 11 12 12 11 13 12 12 12 12 13 11 6 12 0 12 11 11 11 12 0 3 13 9 13 12
split_gain=132501 1.21814e+06 2.48058e+06 1.38172e+06 3.19566e+06 1.30301e+07 2.09326e+07 1.82315e+08 5.05769e+06 9.16841e+06 1.47127e+07 1.06517e+08 2.79199e+06 2.35903e+06 1.37011e+07 9.70412e+06 2.85712e+07 3.90093e+07 1.4074e+07 1.11493e+07 1.53319e+07 1.36411e+07 1.9144e+07 6.10383e+06 3.61837e+06 5.11088e+06 2.91947e+06 3.56565e+06 1.5578e+07 2.054e+07
threshold=0 19.500000000000004 1 2 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 7.5000000000000009 2.5000000000000004 3 5.5000000000000009 7.5000000000000009 10.500000000000002 8.5000000000000018 4 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 9.5000000000000018 3.5000000000000004 2.5000000000000004 1.5000000000000002 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 6 9.5000000000000018
decision_type=1 2 9 9 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2
left_child=-1 3 -3 -2 12 8 -7 -8 -6 10 -10 -12 13 -5 15 16 23 -18 -17 21 -21 22 -20 24 25 -15 -16 -28 29 -29
right_child=1 2 -4 4 5 6 7 -9 9 -11 11 -13 -14 14 26 18 17 -19 19 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.04328641553079525 0.3526766576712641 3.4965066314305902 -2.7037606099096863 -0.016738513510874495 -2.5027627238874022 1.915705256110982 -197.69398159299578 -4.1212274533397748 -6.4438592666970171 -0.7438773501773096 174.20001309134744 -1.2526863416035972 -0.72068046356281446 -2.8786010826180837 -2.8163615545069631 -1.8756370393329505 2.767843110709336 33.439829699040644 3.0588939597599456 -3.2146676469594242 34.851546769222971 -2.3677641925697555 34.227268347456224 -3.9424860795947008 10.420260783571464 30.83808217145959 -0.51374387738741945 -0.19248045475111097 -2.1050644322289185 61.780045442127054
leaf_weight=345877 92756 2534 858 156484 2713 421 56 371 133 744 44 162 49021 545 5490 4579 854 806 331 1024 118 334 487 1307 728 49 8381 109 592 105
leaf_count=345877 92756 2534 858 156484 2713 421 56 371 133 744 44 162 49021 545 5490 4579 854 806 331 1024 118 334 487 1307 728 49 8381 109 592 105
internal_value=0 0.0451458 1.9305 0.0256926 -0.10284 -2.70012 -13.9072 -29.5078 -0.196535 5.58075 18.925 36.2226 -0.0507069 0.129428 1.01463 3.65324 7.38904 17.6604 1.32729 7.72058 0.718619 14.6618 21.6151 0.903518 5.69454 -0.0972585 -0.993872 0.0970956 6.44997 28.8657
internal_weight=0 332136 3392 328744 235988 4644 848 427 3796 1083 339 206 231344 182323 25839 11162 4289 1660 6873 2294 1142 1152 818 2629 1322 594 14677 9187 806 214
internal_count=678013 332136 3392 328744 235988 4644 848 427 3796 1083 339 206 231344 182323 25839 11162 4289 1660 6873 2294 1142 1152 818 2629 1322 594 14677 9187 806 214
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2 1771569 484142 16 80 3145729 4096
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=8
split_feature=11 13 12 12 1 12 1 9 14 12 13 6 12 12 12 12 2 10 14 4 14 12 12 12 2 6 14 13 14 0
split_gain=155866 1.51391e+06 6.32681e+06 1.91299e+07 1.25456e+08 4.53523e+08 1.46705e+07 9.60215e+06 1.60124e+07 2.86278e+07 8.0473e+06 3.19196e+07 3.85969e+07 2.99566e+06 2.02946e+06 8.83367e+06 6.0835e+07 7.45147e+06 4.52789e+06 2.32314e+06 4.87314e+06 1.59731e+07 5.89431e+07 3.33283e+06 2.16473e+06 2.13662e+06 2.04305e+06 1.73106e+06 3.55021e+06 1.18974e+07
threshold=3.5000000000000004 0 16.500000000000004 18.500000000000004 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1 17.500000000000004 2 1.0000000180025095e-35 17.500000000000004 23.500000000000004 12.500000000000002 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 4 7.5000000000000009 8.5000000000000018 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5 6 7 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 1 9 1 2
left_child=-1 2 14 4 7 -6 -5 10 9 -9 11 -4 -13 -8 15 19 17 27 -19 24 23 -22 -23 -21 -2 -16 -27 -17 -29 -30
right_child=1 -3 3 6 5 -7 13 8 -10 -11 -12 12 -14 -15 25 16 -18 18 -20 20 21 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.026091217880715351 0.24534968176770994 -0.10442516976942294 -2.0640521095459721 -0.15217982800337521 -45.849317423502612 530.56330148606082 -52.77117003841677 140.61059744698662 -29.187019547172213 -5.1112966097318209 -1.8813708535506537 148.52752034929063 -15.189960098266603 -8.8168619537353532 -2.7648271967784885 -1.685925902377118 134.43319687198948 39.430044912522845 -4.700199927053144 13.478875683425764 0.099152316502162385 170.84763575962612 -9.7307708366244441 -7.4500442951444601 -5.6821710234235052 -1.1327244589736825 6.5706474489006315 0.78052257218952281 0.68269057402739663 38.147335845705065
leaf_weight=522892 32536 112443 166 822 39 21 69 28 23 26 653 36 24 20 3777 536 37 93 31 109 175 28 51 252 628 929 547 637 259 126
leaf_count=522892 32536 112443 166 822 39 21 69 28 23 26 653 36 24 20 3777 536 37 93 31 109 175 28 51 252 628 929 547 637 259 126
internal_value=0 0.0880529 0.595057 6.1943 15.629 155.895 -4.32782 6.82568 40.687 70.4482 3.85944 19.6602 83.0405 -42.8938 0.33043 0.601901 7.59475 4.80461 28.3975 0.246037 6.33594 16.9481 54.2717 -1.13079 0.133105 -1.50408 1.72212 2.92687 5.31063 12.9438
internal_weight=0 155121 42678 1927 1016 60 911 956 77 54 879 226 60 89 40751 35498 1719 1682 124 33779 615 254 79 361 33164 5253 1476 1558 1022 385
internal_count=678013 155121 42678 1927 1016 60 911 956 77 54 879 226 60 89 40751 35498 1719 1682 124 33779 615 254 79 361 33164 5253 1476 1558 1022 385
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1051264 2 2048 2 2 2 2176 2
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=11
split_feature=7 13 11 12 11 14 12 12 12 12 13 11 14 14 11 11 14 13 11 12 12 12 13 14 11 13 12 12 14 11
split_gain=150543 1.2535e+06 775744 2.36382e+06 9.78892e+06 1.07255e+07 1.08393e+07 1.28744e+07 574053 779916 1.18854e+07 1.98048e+07 4.64084e+07 3.31677e+06 9.09012e+06 1.5692e+06 1.45891e+06 1.17056e+06 2.82515e+06 2.53389e+06 6.14808e+06 1.49118e+07 3.15574e+07 4.22992e+07 4.20828e+07 3.31992e+06 3.3785e+06 3.47811e+06 1.04932e+07 1.3058e+07
threshold=1.0000000180025095e-35 0 3.5000000000000004 13.500000000000002 4.5000000000000009 1 15.500000000000002 14.500000000000002 15.500000000000002 14.500000000000002 2 1.0000000180025095e-35 3 4 1.5000000000000002 1.0000000180025095e-35 5 6 2.5000000000000004 9.5000000000000018 3.5000000000000004 4.5000000000000009 7 8 3.5000000000000004 9 6.5000000000000009 7.5000000000000009 10 3.5000000000000004
decision_type=2 9 2 2 2 1 2 2 2 2 9 2 1 1 2 2 1 9 2 2 2 2 9 1 2 9 2 2 1 2
left_child=-1 2 -2 -4 -5 6 7 -6 9 17 11 12 -11 14 -13 16 -12 18 -3 20 -20 22 23 -22 -25 -23 -27 28 29 -28
right_child=1 8 3 4 5 -7 -8 -9 -10 10 15 13 -14 -15 -16 -17 -18 -19 19 -21 21 25 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.013761223615475783 -1.3864099974117794 -1.0999663671457949 -0.5738095813157863 -1.4053361885984179 11.197523278456469 -29.926035325423534 -6.6309407166072312 99.954002519087368 -0.8472929860360946 -4.6135966636039116 -3.954086310775192 49.32381369850853 113.19699509417424 -13.824187655978733 -2.5273849905353707 -1.9806497547424067 -28.049241021338929 1.0203604733675735 -1.1645555164723811 -1.6460897689589773 2.4757371626959905 -2.2365805577240283 1.9608555676731676 126.71896579786278 -25.379664611816409 0.0017454762612619708 72.984829369237872 4.2106915083507568 1.0284509766407504 14.088339809271005
leaf_weight=624618 7314 11619 3282 355 26 23 28 44 3349 74 54 44 61 90 146 848 47 17791 2723 2127 90 1048 373 87 23 775 59 596 195 104
leaf_count=624618 7314 11619 3282 355 26 23 28 44 3349 74 54 44 61 90 146 848 47 17791 2723 2127 90 1048 373 87 23 775 59 596 195 104
internal_value=0 0.16118 -0.785706 0.381322 6.96692 31.5301 45.9535 66.9873 0.408981 0.517036 2.86602 16.7545 48.6193 1.98955 9.48026 -3.34872 -15.1667 0.431846 -0.0969147 1.32424 2.36457 5.23317 19.9208 50.7792 94.9165 2.20254 4.87796 8.89037 16.6811 35.4067
internal_weight=0 53395 11072 3758 476 121 98 70 42323 38974 1364 415 135 280 190 949 101 37610 19819 8200 6073 3350 573 200 110 2777 1729 954 358 163
internal_count=678013 53395 11072 3758 476 121 98 70 42323 38974 1364 415 135 280 190 949 101 37610 19819 8200 6073 3350 573 200 110 2777 1729 954 358 163
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2630247 2 16 2 2 2 1064984 16 2 16 2
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=7
split_feature=13 12 13 12 2 12 11 7 11 11 6 11 13 14 12 12 12 14 12 13 12 14 11 11 6 0 10 0 11 0
split_gain=155818 802111 2.52485e+06 2.99742e+06 5.4396e+06 1.20848e+07 3.59491e+07 3.08904e+06 4.69513e+06 3.0265e+06 1.08467e+07 7.4517e+06 1.44486e+07 3.34684e+07 4.63493e+07 1.31261e+08 1.3991e+07 2.45529e+07 2.48848e+07 4.72875e+06 7.21441e+06 1.50127e+07 1.94589e+07 2.63789e+07 1.10619e+08 3.45109e+07 1.44329e+07 7.32017e+06 1.10226e+07 5.94895e+06
threshold=0 12.500000000000002 1 16.500000000000004 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 2 3 14.500000000000002 13.500000000000002 14.500000000000002 4 15.500000000000002 5 13.500000000000002 6 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 2 9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 1 2 9 2 1 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 6 -6 9 -9 19 -11 12 13 14 15 -12 -13 -18 -19 20 21 22 29 24 26 -25 -24 -23 -29 -3
right_child=-2 2 -4 4 5 -7 -8 8 -10 10 11 16 -14 -15 -16 -17 17 18 -20 -21 -22 27 23 25 -26 -27 -28 28 -30 -31
leaf_value=-0.10424972070190056 0.06624867909041228 -5.7016773773974112 -0.46655034026184766 -0.72075998602128666 129.89781529826504 -1.6354372045105579 7.3408798263186501 7.4256790247380708 -0.7100185602751572 0.011982431805852803 0.18998794555664064 -6.3067006801704011 3.4525758696502948 -5.9186846422659691 1.523252187355858 120.07796238235562 -0.7670271298797805 64.651458740234375 -6.2482975357457216 -2.6529479698561476 -0.31997186588827348 -5.4239253288256863 -8.8446044392747609 -6.3166576045618807 76.714395855402543 26.062990171517896 59.139249016256898 14.172418635050457 -4.9170752092267653 7.179986465688053
leaf_weight=350769 233078 921 33859 17725 31 255 105 1783 1178 8058 196 1004 1466 341 271 171 463 142 76 4639 15705 1879 383 853 295 536 34 600 610 587
leaf_count=350769 233078 921 33859 17725 31 255 105 1783 1178 8058 196 1004 1466 341 271 171 463 142 76 4639 15705 1879 383 853 295 536 34 600 610 587
internal_value=0 -0.0346816 0.224456 0.612394 -0.463396 11.2036 35.2767 1.07446 4.18898 0.839385 2.14771 6.31469 9.84094 19.176 32.8893 56.0506 1.19797 12.2621 39.9341 0.249716 0.851576 3.59981 7.97979 14.2007 29.8511 6.1783 -3.30156 -1.51749 4.54879 -0.687396
internal_weight=0 444935 94166 60307 18116 391 136 42191 2961 39230 12188 4130 2445 979 638 367 1685 681 218 27042 22403 6698 3609 2101 712 1389 417 3089 1210 1508
internal_count=678013 444935 94166 60307 18116 391 136 42191 2961 39230 12188 4130 2445 979 638 367 1685 681 218 27042 22403 6698 3609 2101 712 1389 417 3089 1210 1508
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=3348626 131090 131072 2 2 18 2
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=9
split_feature=11 9 13 12 0 12 11 14 13 12 6 12 11 14 13 13 12 2 12 14 11 12 12 11 12 13 14 11 12 12
split_gain=156502 2.65485e+06 1.79602e+06 1.75724e+06 5.21835e+06 1.4586e+07 8.41141e+06 1.74044e+07 6.62903e+06 3.34948e+06 3.32006e+06 1.30678e+07 1.81851e+07 2.60547e+07 3.36978e+07 2.34335e+07 5.68819e+06 3.28639e+06 8.86846e+06 3.84407e+07 6.97854e+07 6.55995e+06 1.36446e+07 1.32183e+07 3.1619e+06 1.90802e+07 8.99826e+07 3.68956e+08 1.22135e+07 1.35525e+07
threshold=1.5000000000000002 1.0000000180025095e-35 0 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1 2 4.5000000000000009 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 3 4 5 5.5000000000000009 1.0000000180025095e-35 7.5000000000000009 6 1.0000000180025095e-35 16.500000000000004 17.500000000000004 1.0000000180025095e-35 8.5000000000000018 7 8 1.0000000180025095e-35 10.500000000000002 9.5000000000000018
decision_type=2 2 9 2 2 2 2 1 9 2 2 2 2 1 9 9 2 2 2 1 2 2 2 2 2 9 1 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 -9 -5 16 12 15 -14 -15 -12 -11 -18 19 20 -19 -20 23 -23 25 26 27 -13 29 -26
right_child=-2 -3 3 9 5 6 -8 8 -10 10 11 24 13 14 -16 -17 17 18 21 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.44861552463145737 0.028834552781852874 -1.795495269753915 0.22560616351752089 -2.125651878186118 0.32717842195096281 -0.722991553046052 1.896723708631094 29.431541841485529 4.1422614826875579 -3.7989247273329014 44.731060127590013 356.93856660997545 -3.7364013445495772 50.516720086401641 -1.6331189887037558 -2.3081359614536234 -0.12917041535858384 -6.7401174000331343 -1.9717081742570892 -1.4807000212117929 228.34463998545772 94.84070400547337 -0.99238554166710902 -1.6973650061565899 -0.037387109508639889 -3.1482920540964852 -6.112041323808219 -5.349306103306958 -0.32753974039648848 10.696314972241721
leaf_weight=57561 498597 8590 23447 6789 4251 399 642 613 143 4279 105 37 302 354 196 1332 42408 28 906 147 23 37 115 23 2280 6177 482 117 15203 2430
leaf_count=57561 498597 8590 23447 6789 4251 399 642 613 143 4279 105 37 302 354 196 1332 42408 28 906 147 23 37 115 23 2280 6177 482 117 15203 2430
internal_value=0 -0.0800768 0.00618311 0.237329 0.901151 3.52012 11.0734 16.1741 25.0921 0.0036292 0.191412 1.03579 8.28738 19.863 32.8212 1.42418 -0.319358 0.0214539 5.01573 24.4724 99.2785 1.45197 19.1768 57.8344 0.414712 -1.44483 14.9146 81.6939 1.05093 5.50038
internal_weight=0 179416 170826 113265 29495 6048 1797 1155 756 83770 76981 29015 2289 852 550 1437 47966 43687 1279 198 51 1081 175 60 26726 6813 636 154 19913 4710
internal_count=678013 179416 170826 113265 29495 6048 1797 1155 756 83770 76981 29015 2289 852 550 1437 47966 43687 1279 198 51 1081 175 60 26726 6813 636 154 19913 4710
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=3811749 2 16 2 16 4160 2 4096 2
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=7
split_feature=13 12 13 12 2 12 11 12 7 11 12 11 11 6 11 13 14 12 12 12 14 12 13 12 14 11 11 6 0 10
split_gain=163122 885062 2.05544e+06 2.48552e+06 3.8406e+06 8.589e+06 2.44628e+07 2.50326e+06 2.48653e+06 3.81411e+06 2.39785e+06 3.05538e+06 2.38725e+06 8.78846e+06 6.03807e+06 1.16995e+07 2.71094e+07 3.7543e+07 1.06322e+08 1.13327e+07 1.98879e+07 2.01567e+07 3.83991e+06 5.84388e+06 1.21545e+07 1.57066e+07 2.14427e+07 8.95926e+07 2.79537e+07 1.16809e+07
threshold=0 12.500000000000002 1 16.500000000000004 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 19.500000000000004 1.0000000180025095e-35 2.5000000000000004 13.500000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 2 3 14.500000000000002 13.500000000000002 14.500000000000002 4 15.500000000000002 5 13.500000000000002 6 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 1 2 9 2 1 2 2 2 2 2
left_child=1 -1 3 8 7 6 -6 -5 12 10 11 -10 22 -14 15 16 17 18 -15 -16 -21 -22 23 24 25 -3 27 29 -28 -27
right_child=-2 2 -4 4 5 -7 -8 -9 9 -11 -12 -13 13 14 19 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.11692024136555618 0.05931643270712731 -0.58530464419003192 -0.53834622416663114 -1.4675428279099487 107.73134913290701 -1.441667271829119 6.632310963812329 1.0638150468948024 11.071608288161421 -0.64190001192238622 9.2144520752883157 -4.1298178823919249 0.0079005184822148796 0.16810530059191647 -5.6789140098123445 3.1067934044492924 -5.3297000996877726 1.3680427128978323 108.06730628654971 -0.69320773048483275 58.183424151783257 -5.6263514267770871 -2.3710329063888982 -0.26739830349896676 -1.3440102985971141 -7.9216659750079366 -5.6878752696136798 69.075684917902535 23.453780353603079 53.238242654239436
leaf_weight=317482 276396 1508 23828 11912 31 255 105 5813 207 1178 1210 366 8058 196 1004 1466 341 271 171 463 142 76 4639 15705 3089 383 853 295 536 34
leaf_count=317482 276396 1508 23828 11912 31 255 105 5813 207 1178 1210 366 8058 196 1004 1466 341 271 171 463 142 76 4639 15705 3089 383 853 295 536 34
internal_value=0 -0.0404988 0.247872 0.558512 -0.421118 9.3822 29.6769 -0.637372 0.979279 3.7736 6.69086 1.3618 0.768369 1.93033 5.68118 8.85538 17.2556 29.5975 50.4427 1.07529 11.033 35.9378 0.244663 0.787004 3.26047 7.20151 12.7905 26.9009 5.55757 -2.93501
internal_weight=0 401617 84135 60307 18116 391 136 17725 42191 2961 1783 573 39230 12188 4130 2445 979 638 367 1685 681 218 27042 22403 6698 3609 2101 712 1389 417
internal_count=678013 401617 84135 60307 18116 391 136 17725 42191 2961 1783 573 39230 12188 4130 2445 979 638 367 1685 681 218 27042 22403 6698 3609 2101 712 1389 417
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=3281042 131090 131072 2 2 18 2
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=6
split_feature=14 9 13 12 11 11 12 13 11 12 11 12 11 11 12 11 12 12 13 12 11 13 12 12 13 11 12 11 12 12
split_gain=164358 1.18777e+06 4.76026e+06 9.79121e+06 7.14678e+06 1.51673e+07 5.06986e+06 6.27938e+06 1.16002e+07 1.59472e+07 1.71329e+07 5.32623e+06 5.49849e+07 3.06761e+07 3.87722e+06 5.445e+06 3.66115e+06 2.88158e+06 1.84504e+07 4.82531e+07 1.60751e+07 3.01924e+06 5.23113e+06 2.12687e+06 1.1939e+06 1.30403e+06 1.60022e+06 1.18865e+06 1.8842e+06 4.10689e+06
threshold=0 1.0000000180025095e-35 1 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 4.5000000000000009 2 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 15.500000000000002 3 17.500000000000004 3.5000000000000004 4 7.5000000000000009 10.500000000000002 5 3.5000000000000004 14.500000000000002 3.5000000000000004 5.5000000000000009 4.5000000000000009
decision_type=1 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 9 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 9 -5 -11 12 -12 -13 15 -9 -17 21 19 20 -19 22 -8 -24 25 26 -23 -4 29 -29
right_child=-2 2 27 6 -6 -7 17 14 -10 10 11 13 -14 -15 -16 16 -18 18 -20 -21 -22 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.09143154098693218 0.050416520350519446 -4.7058136839615674 -1.2391870168800754 0.8859518385425057 -1.0735836452907985 76.574342609273984 -9.0948076725006111 0.10712656030332408 -4.262694634516687 4.4778451538085937 173.67030473188922 -22.914962768554688 -9.590572714805603 102.71317721280184 -6.3333873260248588 3.6850397222182334 45.285372076715745 54.049741808573401 -0.65058215302555988 -4.6844934579600457 149.93144800522748 -1.8039498937373262 48.842136494219304 13.273570948633655 0.28292168978804816 -7.5296375433265013 19.915136761135528 1.4883839416007201 -0.58475990733233241 17.840012034028771
leaf_weight=327926 332136 38 7748 194 54 58 48 207 229 100 22 26 64 77 367 34 56 36 883 115 34 588 40 29 3328 469 36 768 2111 192
leaf_count=327926 332136 38 7748 194 54 58 48 207 229 100 22 26 64 77 367 34 56 36 883 115 34 588 40 29 3328 469 36 768 2111 192
internal_value=0 -0.0480744 0.743967 2.74744 28.0301 44.4009 2.20821 7.64729 14.077 23.0636 37.9511 55.6618 37.2901 71.0012 0.532781 9.03518 29.5697 0.873182 5.5466 33.3577 100.621 -0.226689 14.9769 33.893 -0.661427 -3.51331 -0.550926 -0.57875 1.08562 4.75871
internal_weight=0 345877 17951 7132 150 96 6982 1376 712 483 289 189 86 103 664 297 90 5606 1068 185 70 4538 117 69 4421 1093 624 10819 3071 960
internal_count=678013 345877 17951 7132 150 96 6982 1376 712 483 289 189 86 103 664 297 90 5606 1068 185 70 4538 117 69 4421 1093 624 10819 3071 960
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 1122334 16 1048576 4 1048576
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=11
split_feature=13 12 12 11 13 13 12 8 11 11 14 11 2 14 10 11 6 14 14 13 14 0 6 9 14 11 6 12 11 14
split_gain=157154 1.4425e+06 1.94999e+06 4.81603e+06 4.43284e+06 2.02267e+06 2.96483e+06 5.45517e+06 1.2418e+07 1.5542e+07 2.5223e+07 4.3798e+06 2.68008e+07 1.31218e+08 7.98571e+06 6.85022e+06 1.55479e+07 1.69831e+07 5.19121e+06 3.02805e+06 3.20212e+06 9.38378e+06 3.64026e+06 3.40833e+06 2.6388e+06 2.05613e+06 1.96369e+06 3.80657e+06 3.7745e+06 3.90209e+06
threshold=0 12.500000000000002 10.500000000000002 1.5000000000000002 1 2 11.500000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 3 3.5000000000000004 1.0000000180025095e-35 4 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 5 6 7 8 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9 2.5000000000000004 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 10
decision_type=9 2 2 2 9 9 2 2 2 2 1 2 2 1 2 2 2 1 1 9 1 2 2 2 1 2 2 2 2 1
left_child=1 2 -1 4 26 6 -5 11 -9 10 -10 15 14 -14 19 16 -8 -18 -16 20 22 23 -13 -22 -17 -7 -4 -28 -29 -30
right_child=-2 -3 3 5 -6 25 7 8 9 -11 -12 12 13 -15 18 24 17 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.054367974949284303 0.047342835909335322 0.34748323370647344 0.7161025179558429 -0.73873385098667033 -3.1842217600014902 1.1120685701495174 -2.1090814707588641 -7.1187113878203609 103.57998085715553 -2.5575934473673505 -13.014253016880581 -4.9128872901873484 220.99247310243805 -88.387683692345263 43.33240843181369 -7.3966108189983393 24.345883507228145 -0.32083823399069611 -4.4103265166282659 -4.5281867036650834 -3.1637669598614728 35.19517351891384 11.965077684280722 33.347595346385042 -0.28632787581086794 -2.5066483641529942 -1.1894226418772051 3.7691356960095863 6.3739365521599272 48.528906932953873
leaf_weight=227390 345803 71912 667 7312 10191 2290 2011 123 55 60 28 399 29 26 79 1169 586 533 32 499 216 121 188 29 943 4995 155 76 34 62
leaf_count=227390 345803 71912 667 7312 10191 2290 2011 123 55 60 28 399 29 26 79 1169 586 533 32 499 216 121 188 29 943 4995 155 76 34 62
internal_value=0 -0.0489633 -0.158491 -0.877965 -2.56388 -0.00990093 0.675456 2.12751 16.1784 36.2171 64.247 1.58268 6.13072 74.74 3.71644 0.178877 3.14834 12.5967 29.5687 1.74013 5.01715 12.4107 0.492662 1.15799 -4.2219 -1.36725 3.79008 10.1761 20.4184 33.599
internal_weight=0 332210 260298 32908 11185 21723 14438 7126 266 143 83 6860 1618 55 1563 5242 3130 1119 111 1452 953 366 587 245 2112 7285 994 327 172 96
internal_count=678013 332210 260298 32908 11185 21723 14438 7126 266 143 83 6860 1618 55 1563 5242 3130 1119 111 1452 953 366 587 245 2112 7285 994 327 172 96
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=3276818 131072 1048592 2 2 2 2 1048576 2 2 2
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=6
split_feature=14 12 13 6 11 12 12 11 12 0 6 11 12 13 2 11 13 12 12 13 12 12 12 12 11 13 12 12 12 12
split_gain=156911 1.05513e+06 1.9504e+06 1.29407e+06 8.79296e+06 1.74597e+07 5.32336e+07 1.24545e+06 1.98021e+06 1.49238e+06 1.19993e+06 1.69553e+06 3.27599e+06 1.15394e+06 2.50585e+06 1.00993e+07 1.9378e+07 4.26218e+07 8.35393e+07 5.65567e+06 7.88997e+06 2.76356e+07 5.36969e+06 9.4952e+06 4.11613e+06 7.73518e+06 1.14371e+07 1.15541e+08 2.71241e+06 2.15752e+06
threshold=0 19.500000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 20.500000000000004 2.5000000000000004 27.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 2 1.0000000180025095e-35 3.5000000000000004 3 7.5000000000000009 4.5000000000000009 4 6.5000000000000009 7.5000000000000009 11.500000000000002 13.500000000000002 2.5000000000000004 5 7.5000000000000009 6.5000000000000009 3.5000000000000004 4.5000000000000009
decision_type=1 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 9 2 2 2 2 2 9 2 2 2 2
left_child=-1 13 3 7 5 6 -5 -3 -9 -10 -4 12 -12 29 -15 24 17 18 -17 20 -18 -22 -23 -24 -16 26 27 28 -26 -2
right_child=1 2 10 4 -6 -7 -8 8 9 -11 11 -13 -14 14 15 16 19 -19 -20 -21 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.047013295907068924 -0.18005949364414475 0.20327629079093024 -0.027470177623266801 -3.4081332190283415 -0.99579478379721964 -2.8114146648753775 151.39918992784288 3.7699163819846593 9.3472381264822832 40.97609122349666 -40.852744845854936 -2.5689827575446658 0.98018966325455248 -0.040181273520772692 -2.262679099469795 -13.334790338788714 -2.8641650053706482 -1.3767206505163392 -280.92613433837892 0.48250876502990725 -141.92557373046876 13.476865709744969 -80.461858463287356 10.490531871535563 -5.7704036454509078 -2.4902496773900049 -2.3778226629595891 203.67513945608428 16.421838650804883 0.78602565772357202
leaf_weight=345877 43787 1301 649 58 428 110 36 513 35 26 39 161 36 231344 2713 28 137 67 20 490 21 39 24 22 133 609 214 33 94 48969
leaf_count=345877 43787 1301 649 58 428 110 36 513 35 26 39 161 36 231344 2713 28 137 67 20 490 21 39 24 22 133 609 214 33 94 48969
internal_value=0 0.0492203 1.80389 3.22138 7.14754 24.2326 55.8798 1.91518 5.79529 22.8284 -2.2228 -8.35414 -20.7729 0.0311155 -0.0863465 -2.38628 -12.2528 -48.6731 -124.831 -5.79579 -17.9744 -39.1994 -13.8199 -36.9629 -0.182165 5.02969 14.4393 28.8364 3.41934 0.329934
internal_weight=0 332136 3392 2507 632 204 94 1875 574 61 885 236 75 328744 235988 4644 848 115 48 733 243 106 85 46 3796 1083 474 260 227 92756
internal_count=678013 332136 3392 2507 632 204 94 1875 574 61 885 236 75 328744 235988 4644 848 115 48 733 243 106 85 46 3796 1083 474 260 227 92756
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 1706033 484142 16 1048576 2065
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=8
split_feature=12 13 11 14 12 13 1 14 11 12 13 6 14 11 12 1 14 3 6 11 12 12 11 0 13 12 11 12 1 12
split_gain=159844 467795 351598 763410 216401 1.6856e+06 847106 1.78109e+07 1.38719e+06 734592 1.64435e+06 1.77802e+06 5.03567e+06 1.33788e+07 3.61414e+07 1.31103e+06 2.06151e+06 1.01478e+06 923457 751339 2.85407e+06 705500 670558 713141 621591 2.30786e+06 507692 463900 387249 609371
threshold=28.500000000000004 0 3.5000000000000004 1 19.500000000000004 2 1.0000000180025095e-35 3 3.5000000000000004 21.500000000000004 4 1.0000000180025095e-35 5 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 6 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 7 27.500000000000004 3.5000000000000004 21.500000000000004 1.0000000180025095e-35 20.500000000000004
decision_type=2 9 2 1 2 9 2 1 2 2 9 2 1 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 -6 -8 27 10 11 15 -13 14 -14 21 -17 24 26 20 -20 22 23 -7 25 -11 -12 -9 29 -28
right_child=1 -3 3 -5 5 9 7 8 -10 17 18 12 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0044357561622455919 0.14401057619314928 -2.0939075453362119 2.5686564680709636 23.678263963971819 -1.6442188474614601 -0.71686856999993331 -82.689181097064704 -8.1390504979375589 17.399914317228358 1.295773695642839 -0.55062880611134435 2.0239574527568958 -1.8492231401903876 0.90873040113693637 122.64295184795674 34.854335472707092 4.9389959045818879 21.413832402229311 0.20092456290062441 -2.7320714973794007 -42.183580581347151 -1.2135436940131727 0.90143806930984438 8.8101114883422849 -0.75973416822397843 28.740537065267564 -0.49034524389675688 3.7656981706619264 12.224934267997742 7.7800123102750094
leaf_weight=666326 390 1142 93 21 1364 110 28 67 49 721 1003 556 58 156 39 29 112 22 47 313 24 776 707 275 3058 32 245 64 46 140
leaf_count=666326 390 1142 93 21 1364 110 28 67 49 721 1003 556 58 156 39 29 112 22 47 313 24 776 707 275 3058 32 245 64 46 140
internal_value=0 -0.984137 1.54143 6.45727 0.00250783 0.463288 -2.53459 -8.49525 3.04602 1.02154 1.86959 3.37566 7.34599 19.0418 48.2043 1.79367 11.0918 -0.00151581 -0.480836 -4.8388 -14.1262 1.09183 2.73007 6.08812 -0.125142 2.42982 0.682799 -2.32299 3.55317 2.51706
internal_weight=0 1646 504 114 676367 10041 1572 208 180 8469 4636 2818 809 253 97 2009 141 3833 1818 384 71 1868 1092 385 3811 753 1434 131 431 385
internal_count=678013 1646 504 114 676367 10041 1572 208 180 8469 4636 2818 809 253 97 2009 141 3833 1818 384 71 1868 1092 385 3811 753 1434 131 431 385
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1611841 2 1052932 2 532536 2 2 212992
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=10
split_feature=12 13 12 12 13 6 14 9 11 13 11 11 13 12 13 0 14 1 11 14 11 11 11 0 14 0 14 8 11 9
split_gain=138594 1.35514e+06 2.28786e+06 3.54574e+06 1.43896e+07 4.18228e+07 9.79827e+07 3.47013e+06 3.32522e+06 2.2323e+06 1.72443e+06 2.13089e+06 1.21862e+06 7.44044e+06 1.89682e+07 7.3677e+07 2.42669e+08 9.42131e+06 4.48265e+06 3.53261e+06 5.96632e+06 4.57622e+06 2.06913e+06 2.2991e+07 3.78275e+07 2.42305e+06 1.60879e+06 4.29191e+06 1.09554e+07 3.05276e+06
threshold=7.5000000000000009 0 16.500000000000004 17.500000000000004 1 1.0000000180025095e-35 2 1.0000000180025095e-35 2.5000000000000004 3 1.5000000000000002 3.5000000000000004 4 6.5000000000000009 5 1.0000000180025095e-35 6 1.0000000180025095e-35 2.5000000000000004 7 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8 1.0000000180025095e-35 9 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35
decision_type=2 9 2 2 9 2 1 2 2 9 2 2 9 2 9 2 1 2 2 1 2 2 2 2 1 2 1 2 2 2
left_child=12 2 -2 4 5 -4 -7 9 -9 10 -6 -12 13 -1 15 19 -17 22 -19 20 -15 -21 23 -16 -25 26 29 -28 -29 -24
right_child=1 -3 3 -5 7 6 -8 8 -10 -11 11 -13 -14 14 17 16 -18 18 -20 21 -22 -23 25 24 -26 -27 27 28 -30 -31
leaf_value=0.15454111835652318 -0.97096201162033857 0.025100326262464417 -2.3663703603259587 -0.3608537339414114 -4.1146990882025829 214.25509140912223 -33.69515556335449 43.129820545299637 -6.691344463257562 -1.8752411595758802 39.538725146731821 5.6000702004174929 -0.029193730491650839 -1.2779110923645991 -5.7763120453446 -60.213725561844676 302.09626782735194 48.359726210374106 2.6381125926971438 5.8003164609273279 50.216723632812503 -30.588399217091503 -2.1362799690237 131.98671360015871 -0.34892545629430705 -4.3019155278319889 3.3194109451886522 1.9717776315254079 79.299372736612952 14.327494122662882
leaf_weight=46656 28729 256025 118 2824 36 34 30 37 21 851 37 37 338852 63 270 38 36 65 32 96 35 54 995 36 54 711 1030 57 27 127
leaf_count=46656 28729 256025 118 2824 36 34 30 37 21 851 37 37 338852 63 270 38 36 65 32 96 35 54 995 36 54 711 1030 57 27 127
internal_value=0 -0.0523929 -0.657933 1.57472 6.12597 31.2218 98.0284 1.3243 25.0911 -0.0963334 12.6834 22.5694 0.0390402 0.497865 4.79822 27.6189 116.045 2.55087 33.2763 2.34731 17.113 -7.29962 1.65736 8.8141 52.5853 0.783101 2.40003 5.09198 26.8271 -0.272733
internal_weight=0 288779 32754 4025 1201 182 64 1019 58 961 110 74 389234 50382 3726 322 74 3404 97 248 98 150 3307 360 90 2947 2236 1114 84 1122
internal_count=678013 288779 32754 4025 1201 182 64 1019 58 961 110 74 389234 50382 3726 322 74 3404 97 248 98 150 3307 360 90 2947 2236 1114 84 1122
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2630406 256 2 516 2630404 4 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=12
split_feature=13 12 12 1 12 14 11 11 1 12 14 12 3 13 14 12 6 13 11 12 14 12 14 11 13 11 8 14 13 13
split_gain=145259 1.22004e+06 1.45638e+06 2.92404e+06 2.98658e+07 4.15664e+07 5.1718e+07 7.18198e+06 1.97942e+06 2.7364e+06 3.46818e+06 1.2422e+06 5.96413e+06 3.98262e+07 1.11439e+08 6.16277e+06 3.4311e+06 5.15684e+06 1.12406e+07 2.60241e+07 6.71532e+07 3.20282e+06 8.24153e+06 1.02439e+07 1.87502e+06 3.85854e+06 2.5462e+07 4.35966e+07 4.62e+06 5.93246e+06
threshold=0 13.500000000000002 18.500000000000004 1.0000000180025095e-35 17.500000000000004 1 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 19.500000000000004 2 10.500000000000002 1.0000000180025095e-35 3 4 12.500000000000002 1.0000000180025095e-35 5 3.5000000000000004 11.500000000000002 6 11.500000000000002 7 1.5000000000000002 8 1.0000000180025095e-35 1.0000000180025095e-35 9 10 11
decision_type=9 2 2 2 2 1 2 2 2 2 1 2 2 9 1 2 2 9 2 2 1 2 1 2 9 2 2 1 9 9
left_child=-1 11 3 -3 -5 6 7 -6 -4 10 -10 -2 16 14 15 -14 24 18 -18 20 -20 22 -15 -24 -13 26 28 -28 -26 -30
right_child=1 2 8 4 5 -7 -8 -9 9 -11 -12 12 13 21 -16 -17 17 -19 19 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.04489897560607737 0.043044872495589588 -0.53977454431946614 0.32942067827866583 0.41662827020039378 -8.0480363405667816 2.98724137227773 -226.85435929731889 -77.866723991842832 0.52569895194748706 2.7675091050191969 32.747419253262613 -0.2504231460227051 -11.305774576013739 -0.93196926789781076 180.56602464014171 34.530281274968928 2.187986257638824 -1.5453055059282748 214.77450231469197 -6.6984274673461917 -24.343782695134482 2.2052107873589102 7.379582715034485 -76.071133703934521 -3.3401756891101089 1.3193191007282483 139.54130340266872 -24.215155154261097 -0.33637070902651806 19.192061443026102
leaf_weight=348678 252954 33090 6132 1165 26 89 22 34 59 499 77 6577 88 163 49 44 712 10498 23 60 24 396 24 38 513 15292 37 29 316 305
leaf_count=348678 252954 33090 6132 1165 26 89 22 34 59 499 77 6577 88 163 49 44 712 10498 23 60 24 396 24 38 513 15292 37 29 316 305
internal_value=0 0.0477101 -0.461337 -0.724958 -5.31158 -44.3371 -95.7014 -47.612 0.879793 6.19457 18.7689 0.120486 0.677179 9.20189 49.0689 3.97291 0.478353 -0.947828 6.64838 36.9501 92.6715 -3.15728 -12.7356 -43.7676 1.178 1.74674 7.2081 67.5877 3.69394 9.40704
internal_weight=0 329335 41193 34426 1336 171 82 60 6767 635 136 288142 35188 802 181 132 34386 11317 819 107 47 621 225 62 23069 16492 1200 66 1134 621
internal_count=678013 329335 41193 34426 1336 171 82 60 6767 635 136 288142 35188 802 181 132 34386 11317 819 107 47 621 225 62 23069 16492 1200 66 1134 621
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1179926 2 2 4128 2 294976 2 2 2384488 2 528513 98304
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=4
split_feature=11 13 14 2 12 8 12 12 13 13 4 12 12 12 2 12 2 0 12 12 12 12 6 10 12 0 12 12 12 12
split_gain=134676 1.50645e+06 3.28378e+06 3.39053e+06 1.50714e+07 2.20836e+06 2.82452e+07 5.51479e+07 3.05819e+06 1.8386e+06 1.88152e+06 1.85712e+06 7.11079e+06 1.42659e+06 9.27527e+06 6.85943e+06 4.76166e+06 1.48396e+06 4.83412e+06 1.4118e+06 1.54156e+06 5.99457e+06 3.85998e+07 2.71426e+06 1.35804e+07 1.94804e+06 2.07511e+06 1.32156e+06 1.20289e+06 1.16849e+06
threshold=3.5000000000000004 0 1 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 2 3 1.0000000180025095e-35 5.5000000000000009 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 14.500000000000002 10.500000000000002 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 12.500000000000002 3.5000000000000004 7.5000000000000009 5.5000000000000009
decision_type=2 9 1 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 7 -7 19 -4 13 -12 -13 14 17 -16 -15 29 -19 20 23 22 -22 -2 -25 -23 -27 -26 -6 -11
right_child=1 -3 9 4 28 6 -8 -9 -10 10 11 12 -14 16 15 -17 -18 18 -20 -21 21 25 -24 24 27 26 -28 -29 -30 -31
leaf_value=-0.024178483721967223 0.41863742820924688 0.17597277716759729 0.70280340044873024 69.857498389796206 15.573887125651041 -13.40143938638044 -5.3457052048105398 183.50125189208984 -2.5740201387568611 -4.1122506261977732 0.58378886172645972 -70.588444066047671 -2.3544593073072888 -1.9040478404158745 -13.906117793491909 -87.609282651154899 38.283420308430991 -5.4334479557209878 -37.318689925582326 -3.6778834444747126 -4.754435940318638 -2.7410917406660902 101.31401451774266 88.854221743629097 19.057352828979493 -7.5616849816363798 17.569088456527048 -3.9166463068911903 -7.3383732313962327 1.8765384149317648
leaf_weight=522892 2434 142176 1193 38 30 33 274 25 3138 1617 38 24 42 1712 28 23 30 398 54 438 135 379 46 21 34 46 115 95 97 408
leaf_count=522892 2434 142176 1193 38 30 33 274 25 3138 1617 38 24 42 1712 28 23 30 398 54 438 135 379 46 21 34 46 115 95 97 408
internal_value=0 0.0819232 -0.950433 0.432327 14.6059 0.108101 8.07398 71.4704 -0.276243 -2.78473 -3.72902 -17.0272 -27.1668 -3.41387 -4.93117 -47.1448 -1.21196 -4.06201 -9.24275 1.65259 2.36402 6.45261 22.2022 1.22321 14.2787 1.17358 10.3889 2.13852 -1.92603 -2.90562
internal_weight=0 155121 12945 7378 165 7213 332 58 6881 5567 4374 104 66 4270 2528 51 1742 2477 452 3743 3305 721 181 2584 150 540 161 129 127 2025
internal_count=678013 155121 12945 7378 165 7213 332 58 6881 5567 4374 104 66 4270 2528 51 1742 2477 452 3743 3305 721 181 2584 150 540 161 129 127 2025
cat_boundaries=0 1 2 3 4
cat_threshold=536932 2 4164 532480
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=8
split_feature=12 13 0 14 12 12 13 12 6 14 11 12 13 11 1 14 6 13 1 11 12 11 14 12 11 12 12 11 0 11
split_gain=132938 622757 651205 1.71246e+06 768315 194045 1.41015e+06 1.28633e+06 1.20936e+06 3.41543e+06 1.15287e+07 2.9684e+07 1.4399e+06 1.04797e+06 800760 1.36661e+06 645090 845589 2.53394e+06 5.93892e+06 1.89036e+06 794271 1.89697e+06 2.96012e+06 544454 513272 479610 451052 527522 318792
threshold=26.500000000000004 0 1.0000000180025095e-35 1 29.500000000000004 19.500000000000004 2 21.500000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 20.500000000000004 4 1.5000000000000002 1.0000000180025095e-35 5 1.0000000180025095e-35 6 1.0000000180025095e-35 3.5000000000000004 21.500000000000004 1.0000000180025095e-35 7 20.500000000000004 2.5000000000000004 20.500000000000004 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004
decision_type=2 9 2 1 2 2 9 2 2 1 2 2 9 2 2 1 2 9 2 2 2 2 1 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 7 8 14 12 11 -11 13 -10 25 -16 17 18 -8 -20 -21 22 -18 -24 -19 27 -15 28 -7 -14
right_child=1 -3 3 4 -6 6 16 -9 9 10 -12 -13 29 26 15 -17 21 24 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0037379394559662322 -0.51267398702985489 -1.6710231546722696 1.6992464829114529 37.804839370364235 11.858926261901857 -0.69816463697573239 -1.0148451546432744 -0.34574270662999834 29.55194231442043 -1.6820352077484131 0.63515740554344846 110.38319498697918 -1.179664067538136 0.55771517546280569 23.674207028888521 3.2359488384143726 0.14827572228252026 -1.0148150615681681 4.042537769904504 -68.674064254760751 -26.637443675165596 -2.2390902361051639 2.9152953272280486 -43.818109942927506 2.0909546735248328 -0.81162143905828954 17.157476908820016 1.0223291863824444 7.2654391113592656 9.4323275899887076
leaf_weight=666326 317 1734 153 21 25 116 553 2388 28 60 197 39 502 46 42 148 69 1140 52 20 23 644 23 33 1118 927 28 917 294 30
leaf_count=666326 317 1734 153 21 25 116 553 2388 28 60 197 39 502 46 42 148 69 1140 52 20 23 644 23 33 1118 927 28 917 294 30
internal_value=0 -0.767299 2.25825 6.78573 23.7038 0.00263922 0.452917 1.42779 2.68727 5.75639 14.6255 42.4649 1.61561 11.9064 1.51939 7.75388 -1.07653 -0.397915 -3.55188 -18.694 -46.1894 -3.65499 -10.9497 -24.624 0.520634 0.993857 6.83871 2.25511 5.01232 -0.570519
internal_weight=0 2250 516 199 46 675763 9437 5762 3374 930 296 99 634 102 2444 190 3675 2906 648 95 43 769 125 56 2258 2254 74 1327 410 532
internal_count=678013 2250 516 199 46 675763 9437 5762 3374 930 296 99 634 102 2444 190 3675 2906 648 95 43 769 125 56 2258 2254 74 1327 410 532
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=692288 2 600248 2 534528 2 1048576 2
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=14
split_feature=0 13 12 12 11 13 14 13 12 12 13 11 13 12 11 13 11 11 14 13 13 11 11 13 14 11 14 13 12 12
split_gain=129452 2.87809e+06 2.90028e+06 4.49102e+06 8.69872e+06 8.0818e+06 6.49233e+06 5.90818e+06 2.00347e+06 1.98707e+06 2.10322e+06 3.63279e+06 6.16195e+06 2.19042e+07 1.25002e+07 1.80704e+06 2.81722e+06 5.81134e+06 6.82998e+06 8.69482e+06 2.86185e+06 1.76111e+06 2.52291e+06 8.02531e+06 1.02879e+07 2.15398e+07 7.58214e+06 1.40826e+06 2.91626e+06 5.86496e+06
threshold=1.0000000180025095e-35 0 13.500000000000002 12.500000000000002 1.0000000180025095e-35 1 2 3 11.500000000000002 15.500000000000002 4 3.5000000000000004 5 16.500000000000004 2.5000000000000004 6 1.5000000000000002 2.5000000000000004 7 8 9 3.5000000000000004 2.5000000000000004 10 11 1.5000000000000002 12 13 10.500000000000002 8.5000000000000018
decision_type=2 9 2 2 2 9 1 9 2 2 9 2 9 2 2 9 2 2 1 9 9 2 2 9 1 2 1 9 2 2
left_child=-1 8 3 27 5 6 -5 21 -2 -4 11 12 13 14 -11 16 -9 18 19 -18 -20 22 23 24 -6 -26 -24 28 29 -3
right_child=1 2 9 4 7 -7 -8 15 -10 10 -12 -13 -14 -15 -16 -17 17 -19 20 -21 -22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.024482684759039912 -1.9892485307189405 -0.22371418315509045 -1.4602653555757135 5.9210412852791094 -1.5224283875012008 -3.1576303895697535 20.329752448842498 -4.4764734304751075 0.52673710668092288 3.3231324415940509 -0.2949759712886531 -2.7743557613900998 2.5217200822468047 1.2755036010742189 86.13011117841377 -1.9185697057456996 20.706404443538233 -1.5424116533154884 11.710838638526807 -0.069315754769474366 -4.6973434740099416 -10.202361689673531 40.33153557870903 -5.8857777359462027 -2.1425498366355895 113.88488028645516 0.14623418347588901 0.75886240156485574 -1.4748484919907212 2.298372074685477
leaf_weight=515277 10590 44945 15054 619 61 405 632 626 4514 26 15990 701 1096 200 61 2467 536 1455 128 329 454 36 102 192 32 32 87 38601 11165 11600
leaf_count=515277 10590 44945 15054 619 61 405 632 626 4514 26 15990 701 1096 200 61 2467 536 1455 128 329 454 36 102 192 32 32 87 38601 11165 11600
internal_value=0 0.0778257 0.212362 0.450782 2.70673 9.18062 13.0956 1.06672 -1.2365 -0.611652 0.0951656 3.07528 6.06252 18.8399 61.3832 0.153197 1.60324 2.92023 7.40755 13.043 -0.968164 10.966 12.6887 7.23646 25.7992 55.8712 21.8335 0.276924 0.00206141 0.293683
internal_weight=0 162736 147632 114504 8193 1656 1251 6537 15104 33128 18074 2084 1383 287 87 5995 3528 2902 1447 865 582 542 506 317 125 64 189 106311 67710 56545
internal_count=678013 162736 147632 114504 8193 1656 1251 6537 15104 33128 18074 2084 1383 287 87 5995 3528 2902 1447 865 582 542 506 317 125 64 189 106311 67710 56545
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=266496 526352 2 532480 82465 1 163960 2 16 131072 8192 2 2 213242
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=8
split_feature=12 13 4 12 11 14 6 11 14 12 12 12 12 12 12 14 11 13 12 11 13 11 12 13 13 7 12 12 11 11
split_gain=134707 1.1289e+06 2.7572e+06 1.77099e+07 4.96311e+07 1.32506e+08 2.17073e+06 5.28722e+06 2.15866e+07 1.19553e+08 2.67851e+08 7.12199e+06 8.95427e+06 5.88726e+06 4.4239e+06 2.85079e+06 3.24784e+06 6.34414e+06 4.84939e+06 6.37891e+06 2.77274e+06 6.25702e+06 2.27666e+06 2.15741e+06 1.88247e+06 1.81723e+06 6.98603e+06 1.00066e+07 1.05724e+07 1.3193e+07
threshold=7.5000000000000009 0 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 2 5.5000000000000009 6.5000000000000009 5.5000000000000009 4.5000000000000009 4.5000000000000009 6.5000000000000009 3 2.5000000000000004 4 1.0000000180025095e-35 3.5000000000000004 5 1.5000000000000002 4.5000000000000009 6 7 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002
decision_type=2 9 2 2 2 1 2 2 1 2 2 2 2 2 2 1 2 9 2 2 9 2 2 9 9 2 2 2 2 2
left_child=1 2 6 23 -5 -6 24 8 9 13 -11 12 -10 -8 -13 -9 20 -18 19 -19 21 -17 -20 -4 25 -1 27 -27 29 -29
right_child=-2 -3 3 4 5 -7 7 15 11 10 -12 14 -14 -15 -16 16 17 18 22 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-1.2324947770808308 -0.051653557388333951 -0.039008501388288278 5.1071781797970042 -2.8685876057065767 -18.939204591693301 289.87173840602242 0.90057809422317059 -1.0363000411512664 -0.93301816004067928 305.70324599526145 -26.677849847299083 -31.885248793807683 30.698387755634627 -35.665620068141394 -2.4330598344989856 46.684593023904938 -0.76843385488185301 45.880980300903325 12.632764092807113 -12.350411010742189 0.10456836178145684 4.3483295477197528 3.1301924889397732 -5.5947068947145002 0.46480334944086099 -4.6569732737653133 -1.0780882198105819 -7.940799935080789 -7.4457480242222918 48.364250272338154
leaf_weight=14587 288779 322468 330 116 33 24 206 4723 547 44 54 102 107 56 102 41 906 76 580 25 4422 235 446 413 36163 213 1908 55 81 171
leaf_count=14587 288779 322468 330 116 33 24 206 4723 547 44 54 102 107 56 102 41 906 76 580 25 4422 235 446 413 36163 213 1908 55 81 171
internal_value=0 0.0384881 0.412727 5.86141 34.6773 111.086 0.336997 1.51316 7.77708 28.3294 122.554 -0.846271 4.24215 -6.9151 -17.1592 0.847067 2.16859 5.50781 10.4673 31.4673 0.723579 10.2655 8.50202 -0.848076 0.0567235 -0.81039 1.7222 11.9971 23.5519 34.6617
internal_weight=0 389234 66766 916 173 57 65850 12672 1218 360 98 858 654 262 204 11454 6731 2033 1127 101 4698 276 1026 743 53178 17015 2428 520 307 226
internal_count=678013 389234 66766 916 173 57 65850 12672 1218 360 98 858 654 262 204 11454 6731 2033 1127 101 4698 276 1026 743 53178 17015 2428 520 307 226
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2634496 2 2 2 524544 256 532992 4608
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=8
split_feature=11 9 13 12 13 11 14 3 12 0 12 11 14 13 12 13 6 11 14 12 12 12 12 12 11 2 14 12 12 6
split_gain=134501 2.12702e+06 1.71172e+06 1.56411e+06 2.2052e+06 4.43995e+06 2.85596e+06 3.97378e+06 1.42128e+06 4.41443e+06 1.18027e+07 6.7996e+06 1.42777e+07 5.36889e+06 2.5834e+06 5.0261e+06 6.65464e+06 1.44657e+07 5.65169e+07 9.63361e+07 2.63898e+08 7.23374e+06 7.42819e+06 5.08545e+06 4.92663e+06 1.11814e+07 2.96903e+07 4.34497e+07 4.82983e+06 3.12231e+06
threshold=1.5000000000000002 1.0000000180025095e-35 0 1.0000000180025095e-35 1 1.0000000180025095e-35 2 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3 4 8.5000000000000018 5 1.0000000180025095e-35 1.0000000180025095e-35 6 6.5000000000000009 5.5000000000000009 5.5000000000000009 6.5000000000000009 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 7 6.5000000000000009 4.5000000000000009 1.0000000180025095e-35
decision_type=2 2 9 2 9 2 1 2 2 2 2 2 1 9 2 9 2 2 1 2 2 2 2 2 2 2 1 2 2 2
left_child=1 2 3 4 5 -1 7 -7 9 -4 -11 12 -12 -14 15 24 -17 18 19 20 23 28 -23 -18 -10 29 27 -27 -20 -26
right_child=-2 -3 8 -5 -6 6 -8 -9 14 10 11 -13 13 -15 -16 16 17 -19 21 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-2.0646619236008803 0.026802177244777819 -1.6096139861029226 0.20128653810003405 -0.62477837388305413 0.53272416454247185 -3.4626709313228212 6.8079568344116215 39.281060742783822 -2.2143159329095843 0.37057239167701267 -0.62345283356848791 1.8316618012289965 26.587799321476183 3.812944379818985 0.44382703805226786 -0.36456207441247029 -17.899168654411071 -0.063002884487773095 0.18635382491551089 -22.981236073742174 338.39401131680142 -29.523877345290142 2.9272057832727114 35.774107137540497 -1.2648577514499912 -6.8271376882280626 -3.2906604009516105 165.02679048353627 32.690028490918749 2.6363818426957755
leaf_weight=233 498597 8590 24119 50297 4814 29 125 87 17817 4340 403 655 613 143 52786 3565 31 1075 89 73 38 107 207 41 5644 28 119 31 94 3223
leaf_count=233 498597 8590 24119 50297 4814 29 125 87 17817 4340 403 655 613 143 52786 3565 31 1075 89 73 38 107 207 41 5644 28 119 31 94 3223
internal_value=0 -0.0741642 0.00304601 -0.452696 1.18321 7.61769 17.2947 28.5951 0.222887 0.811257 3.20188 9.97578 14.5784 22.682 0.0132851 -0.692904 2.11297 7.15772 18.5728 66.0831 125.189 1.07912 -8.13097 12.6648 -1.24893 0.65133 25.4668 83.469 16.8822 0.153175
internal_weight=0 179416 170826 55585 5288 474 241 116 115241 30273 6154 1814 1159 756 84968 32182 5320 1755 680 183 110 497 314 72 26862 9045 178 59 183 8867
internal_count=678013 179416 170826 55585 5288 474 241 116 115241 30273 6154 1814 1159 756 84968 32182 5320 1755 680 183 110 497 314 72 26862 9045 178 59 183 8867
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=3811621 2048 2 2 16 114714 2 2
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=7
split_feature=12 11 13 12 6 13 14 11 12 12 11 12 8 13 12 12 11 12 11 12 14 12 5 12 13 11 2 14 12 12
split_gain=141157 1.00118e+06 2.55234e+06 5.08687e+06 6.91179e+06 1.51295e+07 2.61968e+07 1.10266e+08 2.79719e+08 1.05242e+07 5.9392e+06 4.10187e+06 2.83793e+06 5.84442e+06 1.49417e+07 6.10589e+07 1.56481e+07 8.06983e+06 7.1549e+06 5.18115e+06 4.4489e+06 2.83711e+06 5.40771e+06 3.58504e+07 4.3092e+06 4.17717e+06 6.21269e+06 2.19374e+07 3.00364e+07 3.92548e+06
threshold=3.5000000000000004 1.5000000000000002 0 6.5000000000000009 1.0000000180025095e-35 1 2 1.0000000180025095e-35 5.5000000000000009 5.5000000000000009 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 3 12.500000000000002 11.500000000000002 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 9.5000000000000018 4 8.5000000000000018 1.0000000180025095e-35 7.5000000000000009 5 1.0000000180025095e-35 1.0000000180025095e-35 6 6.5000000000000009 10.500000000000002
decision_type=2 2 9 2 2 9 1 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 9 2 2 1 2 2
left_child=-1 2 21 4 -4 6 7 8 11 -8 -11 -6 -5 14 15 16 19 -18 -16 -14 -19 22 25 -24 29 -2 -27 28 -28 -23
right_child=1 -3 3 12 5 -7 9 -9 -10 10 -12 -13 13 -15 18 -17 17 20 -20 -21 -22 24 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.061837161394280971 -2.0415098607485489 0.12935496223903112 1.2481145814350567 -0.42206599320702537 -13.356220134612053 -3.4864570647760149 14.834712490459783 -1.3724876126039376 370.68756031990051 -31.669109755955386 0.78068130294997973 35.377183004525989 -7.8533141826761188 -1.1655023738304595 -66.696353367396767 176.43845308743991 1.0485110615575037 28.838356839693514 0.57214446216821668 -73.07460794902984 85.805152209051727 1.9176249278957673 -4.9851069537076089 107.13506767272951 -1.8173033587098417 -0.18269452379408496 -6.1205838347926287 -2.4350516252620249 125.10404349662163 -0.11929253212889782
leaf_weight=238408 22906 313653 5046 17147 31 624 439 206 32 89 154 39 29 433 21 26 43 26 64 21 29 12471 154 35 10871 15558 33 186 37 39202
leaf_count=238408 22906 313653 5046 17147 31 624 439 206 32 89 154 39 29 433 21 26 43 26 64 21 29 12471 154 35 10871 15558 33 186 37 39202
internal_value=0 0.0337233 -0.204424 0.711471 3.07006 8.76619 16.359 40.7303 125.761 5.59254 -11.1042 13.7952 -0.168685 6.10982 17.6369 35.1053 10.2765 33.5024 -16.0471 -35.2463 58.8754 -0.425624 -1.09613 15.7779 -0.0085681 -1.17849 0.0715562 15.5232 63.241 0.372234
internal_weight=0 439605 125952 24499 6660 1614 990 308 102 682 243 70 17839 692 259 174 148 98 85 50 55 101453 38909 189 62544 38720 15814 256 70 51673
internal_count=678013 439605 125952 24499 6660 1614 990 308 102 682 243 70 17839 692 259 174 148 98 85 50 55 101453 38909 189 62544 38720 15814 256 70 51673
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=3885109 4544 2 4096 2 2181140 2
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=14
split_feature=12 12 13 0 11 2 13 14 11 11 14 13 11 14 14 11 13 4 13 11 11 14 11 11 14 14 4 1 13 14
split_gain=149008 982111 1.9918e+07 5.979e+07 2.02075e+08 7.08708e+06 3.00361e+07 2.01421e+08 6.11492e+08 6.38147e+07 1.16533e+08 3.93394e+07 2.88212e+07 7.70596e+07 2.99977e+07 5.48474e+07 4.75345e+06 6.54711e+06 8.11183e+06 1.54384e+07 6.63584e+07 2.83601e+06 4.78784e+06 3.72611e+06 2.71638e+06 2.55586e+06 2.41716e+06 2.3522e+06 9.22818e+06 4.01448e+06
threshold=7.5000000000000009 6.5000000000000009 0 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1 2 3.5000000000000004 3.5000000000000004 3 4 2.5000000000000004 5 6 1.5000000000000002 7 1.0000000180025095e-35 8 2.5000000000000004 3.5000000000000004 9 3.5000000000000004 2.5000000000000004 10 11 1.0000000180025095e-35 1.0000000180025095e-35 12 13
decision_type=2 2 9 2 2 2 9 1 2 2 1 9 2 1 1 2 9 2 9 2 2 1 2 2 1 1 2 2 9 1
left_child=1 -1 3 21 -5 16 7 -7 -9 11 -11 12 14 -14 15 -8 17 27 19 25 -21 22 -3 -23 -22 -19 -18 -4 29 -29
right_child=-2 2 5 4 -6 6 9 8 -10 10 -12 -13 13 -15 -16 -17 26 18 -20 20 24 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0077706054918291649 -0.054326391422806743 -1.0756179446265812 0.67708616222682638 -56.249389189168028 274.37077467176653 -98.89783163070679 198.1539595794678 -92.260049662870529 559.23635937500001 42.189173956084673 -152.32908842172196 -4.5248231604874851 -10.011592732305113 243.61802734375001 -5.442206057295742 -7.4008949279785163 -1.005968798254246 24.477134838104249 0.70866116968790693 143.18064623893576 9.6436782110305064 5.3462673028310146 45.053846064976284 -27.489024896091884 -36.099622434728289 -6.119541143816571 -8.711561050050868 -1.3434293746948243 -3.3391877231218956 34.665586413084156
leaf_weight=356354 288779 63 16096 38 36 44 25 34 25 57 67 322 23 25 83 27 14324 40 290 47 21 96 35 54 34 86 419 40 292 137
leaf_count=356354 288779 63 16096 38 36 44 25 34 25 57 67 322 23 25 83 27 14324 40 290 47 21 96 35 54 34 86 419 40 292 137
internal_value=0 0.0404797 0.563417 24.9332 104.593 0.314644 10.0431 57.4563 183.798 1.34429 -62.9134 17.149 52.6555 122.087 31.869 91.4236 0.0909877 1.22596 12.2973 25.8715 55.9277 2.16917 15.3992 -6.47444 -18.634 3.59369 -1.22413 0.880495 7.86144 25.1093
internal_weight=0 389234 32880 322 74 32558 732 103 59 629 124 505 183 48 135 52 31826 17083 518 228 102 248 98 150 55 126 14743 16565 469 177
internal_count=678013 389234 32880 322 74 32558 732 103 59 629 124 505 183 48 135 52 31826 17083 518 228 102 248 98 150 55 126 14743 16565 469 177
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=4 131072 2 2 16 2 2 3832128 135168 2 2 2 655360 2
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=8
split_feature=14 9 13 12 11 13 11 12 12 12 11 11 12 13 12 11 13 12 12 11 11 12 12 11 11 13 12 13 13 12
split_gain=137912 1.08496e+06 4.06077e+06 6.42353e+06 6.28193e+06 7.40046e+06 1.01535e+07 1.02721e+07 1.46749e+07 3.66002e+06 3.20391e+07 2.12788e+07 2.08718e+06 1.51636e+07 3.89757e+07 1.30118e+07 2.39318e+06 2.53039e+06 6.11568e+06 1.37257e+06 4.10508e+06 1.07441e+06 4.65941e+06 4.8764e+06 2.21439e+07 1.37848e+06 1.0186e+06 4.29853e+06 2.51614e+06 4.21619e+06
threshold=0 1.0000000180025095e-35 1 4.5000000000000009 2.5000000000000004 2 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 15.500000000000002 3 17.500000000000004 3.5000000000000004 4 8.5000000000000018 7.5000000000000009 3.5000000000000004 2.5000000000000004 8.5000000000000018 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35 5 2.5000000000000004 6 7 1.5000000000000002
decision_type=1 2 9 2 2 9 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 9 2 9 9 2
left_child=1 -1 3 4 5 6 -3 -8 -9 10 -10 -11 16 14 15 -14 21 18 19 20 -18 25 23 24 -23 -5 28 -28 29 -6
right_child=-2 2 -4 12 26 -7 7 8 9 11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.085554649834402585 0.046103481880060325 0.075907045690024766 -0.64825703736928875 -4.1751525268386267 -3.2236390708149347 -0.43833174444854839 64.27733457050627 0.13216531631794382 112.26479451497397 -17.455586286272322 -8.9152401924133304 74.019653681273098 48.627317725287547 -0.53395666449340351 -4.1154486780581268 134.8908817066866 -1.7156147402808781 0.5458714364450189 43.397946305708452 -17.733148160188094 36.27837054912861 -4.8497348785400396 -1.2564033032806288 4.0284392972041321 95.014583884968488 3.5305527227865143 15.494004462058085 -6.5753089380628289 -1.2903373388419475 29.632206420898441
leaf_weight=327926 332136 205 9871 1349 69 301 63 188 30 35 80 93 36 960 115 34 105 316 55 23 39 64 2486 293 34 274 104 383 256 90
leaf_count=327926 332136 205 9871 1349 69 301 63 188 30 35 80 93 36 960 115 34 105 316 55 23 39 64 2486 293 34 274 104 383 256 90
internal_value=0 -0.0441164 0.712872 2.37357 7.46685 12.9459 18.4907 26.5888 21.0152 37.511 24.1339 49.0069 0.814745 4.6687 30.0697 90.5268 -0.0611535 6.17926 14.4763 4.95122 8.57442 -0.819142 0.339599 10.4871 29.7971 -2.87822 1.4229 -1.67922 5.06322 14.4643
internal_weight=0 345877 17951 8080 1897 995 694 489 426 238 110 128 6183 1145 185 70 5038 538 222 167 144 4500 2877 391 98 1623 902 487 415 159
internal_count=678013 345877 17951 8080 1897 995 694 489 426 238 110 128 6183 1145 185 70 5038 538 222 167 144 4500 2877 391 98 1623 902 487 415 159
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2 1138718 1048592 1048576 1064984 1048592 16384 1048576
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=14
split_feature=0 13 12 12 11 13 14 13 13 12 13 11 11 14 13 13 12 11 11 14 14 11 12 13 11 11 11 14 13 11
split_gain=129931 2.22195e+06 2.30481e+06 3.67139e+06 7.06064e+06 6.43336e+06 5.24664e+06 4.78766e+06 1.77003e+06 1.55851e+06 1.53024e+06 1.81401e+06 4.22703e+06 5.15261e+06 8.42075e+06 2.35052e+06 1.50013e+06 1.42839e+06 2.03542e+06 6.14601e+06 4.01177e+06 2.81228e+06 1.39835e+06 4.66485e+06 2.06353e+07 1.01114e+07 4.34136e+06 2.93143e+06 3.00934e+06 1.51716e+06
threshold=1.0000000180025095e-35 0 13.500000000000002 12.500000000000002 1.0000000180025095e-35 1 2 3 4 11.500000000000002 5 1.5000000000000002 2.5000000000000004 6 7 8 15.500000000000002 3.5000000000000004 2.5000000000000004 9 10 1.5000000000000002 16.500000000000004 11 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 12 13 2.5000000000000004
decision_type=2 9 2 2 2 9 1 9 9 2 9 2 2 1 9 9 2 2 2 1 1 2 2 9 2 2 2 1 9 2
left_child=-1 9 3 -3 5 6 -5 17 -4 -2 11 -9 13 14 -13 -15 -10 18 20 -20 -6 -22 23 24 25 -18 27 28 -25 -24
right_child=1 2 8 4 7 -7 -8 10 16 -11 -12 12 -14 15 -16 -17 22 -19 19 -21 21 -23 29 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.024522018041298208 -1.740763174930132 0.25153042914280704 -1.7496280091534584 5.3240779217302512 -5.1105085210862509 -2.7307476372316661 18.276936491229868 -3.620168267467065 -0.97062352486818559 0.4783097965769077 -2.3579268128264186 18.677181503798934 -1.0009073817201319 10.615685681329259 -0.29832260809212086 -4.0599399985247899 3.0422976127037638 -9.1818786409166133 36.301918493532668 0.12198278492894665 -2.0899173138188383 26.199678181335994 -0.81674450126120135 13.884871935000854 -4.2735218980095606 77.517826968333765 -0.9172763670067634 -1.4300428793849056 -4.0425805214912662 1.9237443383980133
leaf_weight=515277 10590 106311 8834 619 153 405 632 668 10868 4514 1724 536 2007 128 418 514 26 36 102 87 51 113 6908 527 176 61 2480 279 114 2855
leaf_count=515277 10590 106311 8834 619 153 405 632 668 10868 4514 1724 536 2007 128 418 514 26 36 102 87 51 113 6908 527 176 61 2480 279 114 2855
internal_value=0 0.0779755 0.196184 0.408725 2.44845 8.28102 11.7737 0.970905 -0.538385 -1.07686 0.148522 1.1634 2.05351 5.8945 10.5556 -1.03184 -0.0971816 9.88212 11.4338 19.6477 6.5365 17.4023 0.609775 2.2759 14.8555 55.2608 1.25545 7.12599 10.8501 -0.0153417
internal_weight=0 162736 147632 114504 8193 1656 1251 6537 33128 15104 5995 4271 3603 1596 954 642 24294 542 506 189 317 164 13426 3663 263 87 3400 920 641 9763
internal_count=678013 162736 147632 114504 8193 1656 1251 6537 33128 15104 5995 4271 3603 1596 954 642 24294 542 506 189 317 164 13426 3663 263 87 3400 920 641 9763
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=266496 526352 2 532480 1575108 1212536 2 16 131072 2 2 1 2 16
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=8
split_feature=13 12 12 12 14 11 6 12 0 12 12 11 11 11 13 12 14 0 11 13 11 13 6 3 11 0 3 13 11 13
split_gain=140560 1.79994e+06 2.66675e+06 3.51141e+06 6.92588e+06 7.64334e+06 2.24425e+07 2.89612e+07 8.2659e+06 5.51316e+06 5.38752e+06 1.64715e+07 1.14351e+07 8.04096e+06 1.39209e+07 3.05267e+06 3.64871e+06 4.53404e+06 1.50548e+07 2.44522e+07 3.23267e+07 5.34549e+06 4.42848e+06 5.86298e+06 3.57533e+06 2.57219e+06 3.70153e+06 2.40403e+06 2.17319e+06 3.84078e+06
threshold=0 12.500000000000002 10.500000000000002 8.5000000000000018 1 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 9.5000000000000018 9.5000000000000018 3.5000000000000004 2.5000000000000004 1.5000000000000002 2 7.5000000000000009 3 1.0000000180025095e-35 2.5000000000000004 4 3.5000000000000004 5 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6 1.5000000000000002 7
decision_type=9 2 2 2 1 2 2 2 2 2 2 2 2 2 9 2 1 2 2 9 2 9 2 2 2 2 2 9 2 9
left_child=1 2 3 15 -5 6 9 -8 27 25 12 -12 13 -10 -15 -1 17 21 -19 20 -20 22 23 24 -17 26 -6 -7 29 -4
right_child=-2 -3 28 4 5 8 7 -9 10 -11 11 -13 -14 14 -16 16 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10750883105851575 0.035616335858472514 0.41432364164308222 3.6827131304726657 -0.73656803651222702 -2.3330959818207524 1.2847686986314295 2.1526842657945013 28.294432348962001 4.4023744063851726 -4.1162276318433468 -3.3088507449373292 22.075949512604748 -0.8155433924970108 30.937941827240941 -4.0623970546605399 81.984051132202154 -3.104209826481318 -2.3998558196447846 56.531970957727395 -1.8474732015647142 -9.2418647766113278 -2.3607198979070088 -9.9834859294276086 -7.7967970067804515 28.459814570500299 8.6968422276454334 23.753716894785565 -2.323221243295893 -0.40855965572756592 -2.8185259748425913
leaf_weight=124365 421640 61314 994 13219 582 3091 867 829 382 1390 1457 310 698 473 153 24 7801 1330 233 398 110 4029 31 22 26 762 60 4563 17030 9830
leaf_count=124365 421640 61314 994 13219 582 3091 867 829 382 1390 1457 310 698 473 153 24 7801 1330 233 398 110 4029 31 22 26 762 60 4563 17030 9830
internal_value=0 -0.0582772 -0.206835 -0.0559224 0.947926 2.37377 5.85641 14.9307 0.968441 0.348174 5.01464 1.14462 9.02304 15.8359 22.8129 -0.265124 -1.66485 0.145313 3.96416 15.3867 34.4344 -1.76873 19.704 35.2228 54.1514 4.76806 0.104924 -0.867523 -1.11275 -2.2207
internal_weight=0 256373 195059 167205 28836 15617 4490 1696 11127 2794 3473 1767 1706 1008 626 138369 14004 6203 2071 741 343 4132 103 72 50 1404 642 7654 27854 10824
internal_count=678013 256373 195059 167205 28836 15617 4490 1696 11127 2794 3473 1767 1706 1008 626 138369 14004 6203 2071 741 343 4132 103 72 50 1404 642 7654 27854 10824
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=131094 2 16 2 16 4 131076 131072
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=10
split_feature=7 13 11 12 11 14 12 12 12 11 13 12 12 12 14 12 13 11 11 12 13 14 11 11 13 11 11 11 14 13
split_gain=148408 1.01803e+06 620872 1.94253e+06 7.87157e+06 8.73028e+06 8.80867e+06 1.04283e+07 526442 483844 416072 539084 610520 498614 961872 395362 3.68062e+06 2.48999e+06 4.94942e+06 1.04367e+06 1.50058e+07 1.15572e+07 1.1701e+07 2.03145e+07 5.00517e+06 2.57015e+06 2.11436e+06 2.34843e+06 2.89316e+06 1.89704e+06
threshold=1.0000000180025095e-35 0 3.5000000000000004 13.500000000000002 4.5000000000000009 1 15.500000000000002 14.500000000000002 15.500000000000002 2.5000000000000004 2 5.5000000000000009 8.5000000000000018 7.5000000000000009 3 1.0000000180025095e-35 4 2.5000000000000004 3.5000000000000004 1.5000000000000002 5 6 2.5000000000000004 1.5000000000000002 7 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 8 9
decision_type=2 9 2 2 2 1 2 2 2 2 9 2 2 2 1 2 9 2 2 2 9 1 2 2 9 2 2 2 1 9
left_child=-1 2 9 -4 -5 6 7 -6 15 -2 -11 -12 13 -13 -15 16 17 -3 -19 20 21 -17 23 -23 25 26 27 -22 -29 -21
right_child=1 8 3 4 5 -7 -8 -9 -10 10 11 12 -14 14 -16 19 -18 18 -20 29 24 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.013544355168415538 -0.62744103663173312 -2.9464412536621096 -0.5149663264362061 -1.1868459971521943 10.111006311269907 -27.098544485672662 -6.0433611563273839 89.991842373934674 -0.81958802542283538 -1.0489996574329881 -5.8764563656180435 -0.99480040920667412 -3.6068032784376314 18.888229283419523 -4.109341750606414 -6.4463374265035007 -1.9264081572072964 45.296289042326123 -0.8582699366978237 1.1071834563820786 3.392620723183585 -9.6616016387939467 -4.6706673847054541 70.358318410826129 -3.2327282376533009 19.677978057861328 -0.65383790503781924 -4.6266689501310649 27.379149086692117 -0.39624385296592401
leaf_weight=624618 4719 50 3282 355 26 23 28 44 3349 1315 583 121 501 44 31 90 2048 52 42 17916 261 43 53 121 1771 115 487 38 110 15777
leaf_count=624618 4719 50 3282 355 26 23 28 44 3349 1315 583 121 501 44 31 90 2048 52 42 17916 261 43 53 121 1771 115 487 38 110 15777
internal_value=0 0.160152 -0.693186 0.350877 6.32083 28.3475 41.3603 60.3218 0.383464 -1.23058 -2.32739 -3.60439 -1.75565 2.97613 9.38257 0.486939 -0.817751 14.1041 24.674 0.564692 2.32393 22.9344 36.1768 49.3775 -0.0327986 5.54938 3.79793 9.0987 19.1614 0.403403
internal_weight=0 53395 11072 3758 476 121 98 70 42323 7314 2595 1280 697 196 75 38974 2192 144 94 36782 3089 307 217 164 2782 1011 896 409 148 33693
internal_count=678013 53395 11072 3758 476 121 98 70 42323 7314 2595 1280 697 196 75 38974 2192 144 94 36782 3089 307 217 164 2782 1011 896 409 148 33693
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2630247 2 532992 2 262272 69632 2 2064 2 1198464
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=7
split_feature=12 13 12 0 12 11 13 14 11 12 12 12 13 11 6 6 9 11 14 11 12 2 11 13 3 11 12 13 2 4
split_gain=127334 1.00685e+06 2.00427e+06 1.66569e+06 6.4583e+06 7.61118e+06 3.15824e+07 2.88163e+07 4.24521e+07 1.488e+07 2.69371e+06 5.26449e+06 1.52601e+07 3.82795e+07 6.34311e+07 6.68251e+06 2.55097e+06 2.70394e+06 1.90004e+06 1.75065e+06 2.26799e+06 1.29531e+06 2.21271e+06 888178 1.90611e+06 2.04576e+06 3.40099e+06 832495 2.01655e+06 1.74972e+06
threshold=7.5000000000000009 0 11.500000000000002 1.0000000180025095e-35 13.500000000000002 2.5000000000000004 1 2 3.5000000000000004 12.500000000000002 16.500000000000004 17.500000000000004 3 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 4 1.5000000000000002 12.500000000000002 1.0000000180025095e-35 2.5000000000000004 5 1.0000000180025095e-35 1.5000000000000002 14.500000000000002 6 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 9 2 2 2 9 2 2
left_child=27 2 -2 10 5 18 7 8 9 -7 21 12 13 15 -15 -12 -14 -18 -5 -20 -21 23 -23 24 -4 -26 -27 28 29 -1
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 11 -13 16 14 -16 -17 17 -19 19 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.36662313504091065 -1.3991227345582657 0.016597607844862621 -0.57353545771121817 -3.7405661501561007 -0.6794279227825788 139.93285506112235 -0.28456897315138091 -3.954417909894671 -13.386759877759358 66.702974465110088 0.67468530481511901 -0.77470595584342739 0.81970932620782821 -2.7227084991779735 164.34659285111863 -79.192440071105963 39.008166720416099 -5.9183047476268955 -1.4814446898607108 1.5013317729151527 20.289626410603525 -2.5317911243438722 13.060923578639231 -2.1758642737591347 -3.4809622876187589 0.61884414210464023 45.366055788312643 -0.030680709111524852 -3.5302599537218242 4.7317814121184876
leaf_weight=67144 15471 256025 2806 457 3704 56 489 77 43 55 22 1675 626 47 44 20 37 21 208 129 128 200 167 6157 47 33 35 319846 1313 931
leaf_count=67144 15471 256025 2806 457 3704 56 489 77 43 55 22 1675 626 47 44 20 37 21 208 129 128 200 167 6157 47 33 35 319846 1313 931
internal_value=0 -0.0501995 -0.572156 0.167777 1.63474 6.85502 14.5594 44.0862 70.9693 103.648 -0.489206 2.43531 9.01644 38.7012 78.0581 -37.3573 2.63999 22.7417 0.838573 5.33893 10.8589 -1.26082 4.56353 -1.49628 -0.0561965 12.562 23.6505 0.0374407 0.351402 0.426321
internal_weight=0 288779 32754 17283 5346 1642 720 231 154 111 11937 2492 817 133 91 42 684 58 922 465 257 9445 367 9078 2921 115 68 389234 69388 68075
internal_count=678013 288779 32754 17283 5346 1642 720 231 154 111 11937 2492 817 133 91 42 684 58 922 465 257 9445 367 9078 2921 115 68 389234 69388 68075
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2630406 524288 2 256 2 2105344 2700032
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=9
split_feature=7 13 12 13 11 13 14 12 12 11 13 12 12 11 12 12 12 12 11 14 14 11 11 11 12 13 11 13 12 12
split_gain=127980 813083 492766 2.64102e+06 1.95324e+06 3.40517e+06 8.80721e+06 9.01764e+06 1.26108e+07 2.39597e+07 1.17735e+07 1.04706e+07 8.53872e+06 6.131e+06 3.00255e+07 5.6153e+06 2.75329e+06 5.84454e+06 1.10939e+07 3.37275e+07 3.28723e+06 6.18296e+06 2.78017e+06 1.71445e+06 2.70072e+06 1.59924e+06 2.32795e+06 5.61276e+06 4.6598e+06 5.34611e+06
threshold=1.0000000180025095e-35 0 8.5000000000000018 1 2.5000000000000004 2 3 14.500000000000002 13.500000000000002 1.5000000000000002 4 9.5000000000000018 11.500000000000002 1.5000000000000002 12.500000000000002 12.500000000000002 14.500000000000002 15.500000000000002 1.0000000180025095e-35 5 6 1.5000000000000002 1.5000000000000002 1.5000000000000002 10.500000000000002 7 2.5000000000000004 8 1.5000000000000002 1.0000000180025095e-35
decision_type=2 9 2 9 2 9 1 2 2 2 9 2 2 2 2 2 2 2 2 1 1 2 2 2 2 9 2 9 2 2
left_child=-1 -2 25 -4 5 6 7 8 10 -10 11 -5 23 14 -14 -15 -7 18 19 -18 21 -20 -22 24 -13 26 27 28 29 -3
right_child=1 2 3 4 -6 16 -8 -9 9 -11 -12 12 13 15 -16 -17 17 -19 20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.012604653431159235 -0.64456576439232505 -0.37819053512847356 -2.1178366403785911 71.292740835145466 -0.75239261280054803 -1.3137968548102466 -2.1339091506987837 -0.85746206610088316 -22.766775221573681 71.046887918313345 -0.79439885162725687 -6.2236625943865098 1.587885219029018 42.369794497282612 146.8096881866455 -9.21061778924404 -4.9434474382349238 0.10807282308185542 36.62770388734107 87.331510328209916 -46.243820488971217 -6.4582867244879409 -4.2342869567871091 -6.3224524508024516 37.697705868312291 -0.80041510632680846 2.2840824485555298 -1.06505666437327 2.294934769350002 22.289544314491579
leaf_weight=624618 10396 167 4615 43 5487 3432 1023 479 38 96 400 28 35 46 24 39 93 1080 51 69 23 96 50 95 28 6055 8653 8679 1799 276
leaf_count=624618 10396 167 4615 43 5487 3432 1023 479 38 96 400 28 35 46 24 39 93 1080 51 69 23 96 50 95 28 6055 8653 8679 1799 276
internal_value=0 0.148695 0.340555 -0.0705697 0.671304 1.74705 4.84521 10.1658 16.221 44.443 11.0967 24.4685 18.4727 35.8945 60.6612 18.7035 0.233808 3.86836 14.4996 34.3588 -0.124113 8.48991 -17.4702 1.85854 15.737 0.619326 1.05838 0.0881848 4.53701 13.7444
internal_weight=0 53395 42999 17370 12755 7268 2374 1351 872 134 738 338 295 144 59 85 4894 1462 382 162 220 147 73 151 56 25629 19574 10921 2242 443
internal_count=678013 53395 42999 17370 12755 7268 2374 1351 872 134 738 338 295 144 59 85 4894 1462 382 162 220 147 73 151 56 25629 19574 10921 2242 443
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2630243 1052932 231552 2 34944 2 2 1446164 4356
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=6
split_feature=12 13 2 11 13 13 0 12 11 14 14 14 9 12 11 12 8 12 3 11 12 11 12 6 12 12 11 12 11 6
split_gain=135857 881992 1.96521e+06 1.66028e+06 3.9692e+06 3.68909e+06 3.16409e+06 1.18024e+07 4.21216e+06 1.41206e+07 4.65689e+06 3.08048e+06 4.33985e+06 1.64495e+07 2.52582e+07 4.01565e+06 1.89578e+06 1.64433e+06 5.51325e+06 9.75755e+06 1.61846e+07 3.206e+06 4.94636e+06 1.05565e+07 1.62014e+06 3.80847e+06 7.11499e+06 1.37936e+06 4.50531e+06 8.52427e+06
threshold=3.5000000000000004 0 1.0000000180025095e-35 1.5000000000000002 1 2 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3 4 5 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35
decision_type=2 9 2 2 9 9 2 2 2 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 27 6 11 -8 9 -9 -10 12 17 -14 -15 16 -13 18 -3 20 -20 -19 -23 -24 -18 26 -26 28 -5 -30
right_child=-2 2 -4 4 -6 -7 7 8 10 -11 -12 15 13 14 -16 -17 24 21 19 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.3288330347644739 0.033045077884765496 1.1425931027743608 -2.6645862333166104 -1.2738510407143719 -0.058930692680837726 -0.3166249931370369 0.56169069507495573 -1.0535851820777444 17.551906111972784 24.356382111740736 -4.0497740117515013 0.53528578204485833 -5.1893411772591733 15.014317786175273 145.29072931463068 -4.2351733996905105 -2.9276202023684323 -2.7683595872842353 0.30680810090537386 -5.9430844605424022 54.120184326171881 -2.9058000563103477 -2.9651939205739692 32.125184355967143 46.908210412779852 -1.4996928215026857 0.28571364879608158 -1.9479598505627462 2.966922734118262 35.758707389425723
leaf_weight=46724 439605 956 3072 3503 128598 23750 3268 340 153 613 287 5099 112 46 22 1999 91 1144 107 131 117 324 174 169 67 104 64 16774 506 94
leaf_count=46724 439605 956 3072 3503 128598 23750 3268 340 153 613 287 5099 112 46 22 1999 91 1144 107 131 117 324 174 169 67 104 64 16774 506 94
internal_value=0 -0.0607042 -0.155665 -0.11481 -0.266625 0.465015 1.67061 3.84703 11.5545 15.2909 3.46172 0.726395 3.26749 18.3658 57.1626 -0.403817 1.00796 2.39699 5.09433 15.7362 28.4147 0.444357 5.95462 14.3242 8.40109 12.7879 24.1308 -1.54521 0.0975582 8.1043
internal_weight=0 238408 191684 188612 149475 39137 15387 4661 1393 953 440 10726 3302 180 68 7424 5425 3122 1311 355 224 1811 667 343 326 235 131 20877 4103 600
internal_count=678013 238408 191684 188612 149475 39137 15387 4661 1393 953 440 10726 3302 180 68 7424 5425 3122 1311 355 224 1811 667 343 326 235 131 20877 4103 600
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2990370 84 16 2 2 2
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=6
split_feature=13 11 2 14 12 12 12 12 12 12 5 12 11 12 3 12 11 12 14 11 12 12 12 11 8 13 12 12 13 14
split_gain=129148 499841 1.96013e+06 7.82901e+06 1.53005e+07 3.81474e+07 1.20036e+07 1.0788e+06 3.24078e+06 2.06434e+06 965061 8.87583e+06 4.47288e+07 1.14118e+06 2.38707e+07 1.79839e+08 2.18126e+08 5.03336e+06 2.31429e+06 2.03813e+06 3.17969e+06 856094 790488 785947 778756 4.96089e+06 4.24588e+07 5.86387e+06 1.30252e+06 1.46957e+06
threshold=0 2.5000000000000004 1.0000000180025095e-35 1 8.5000000000000018 5.5000000000000009 2.5000000000000004 6.5000000000000009 8.5000000000000018 5.5000000000000009 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 11.500000000000002 1.5000000000000002 12.500000000000002 2 1.5000000000000002 16.500000000000004 11.500000000000002 11.500000000000002 3.5000000000000004 1.0000000180025095e-35 3 2.5000000000000004 4.5000000000000009 4 5
decision_type=9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 9 1
left_child=1 10 22 4 5 6 23 9 -9 -5 13 12 -12 -1 21 16 -16 -17 -19 20 -20 -15 24 -4 28 26 -26 -28 -3 -30
right_child=-2 2 3 7 -6 -7 -8 8 -10 -11 11 -13 -14 14 15 17 -18 18 19 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.010592071581831248 -0.016787088263904584 -2.2191290781218727 -4.9094079875946051 -5.0830863454585113 -1.3781566601294977 131.05046988351006 52.112747442457412 -30.226157641801677 -1.7961332101088303 26.837731329600018 164.82736102461817 -2.8898027264626229 -3.2493002690766986 -1.5366810572488783 -21.936265999930246 -32.397432505778781 419.37460244894032 -1.3342586105785419 -3.7193927423277899 34.675048685073854 38.07122211837769 0.65697239243336059 -1.2871379320572047 -26.321299915313723 119.14806859565505 0.16251464198802956 -51.862968553815577 3.8618121048499798 -0.69655880660761216 0.96313690472503033
leaf_weight=40645 589982 2765 40 130 231 35 45 61 117 24 20 321 76 2095 21 39 24 194 67 40 25 11796 6606 30 33 1048 28 58 11351 10066
leaf_count=40645 589982 2765 40 130 231 35 45 61 117 24 20 321 76 2095 21 39 24 194 67 40 25 11796 6606 30 33 1048 28 58 11351 10066
internal_value=0 0.113052 -0.197139 4.98854 14.7703 39.6388 11.8179 -6.23686 -11.539 -0.108413 0.296106 5.08867 31.7667 0.259734 1.02803 24.8087 213.43 1.55407 5.61576 15.8302 7.63675 0.326132 -0.312845 -14.0859 -0.0589427 2.46414 20.959 -14.2811 -0.180704 0.08346
internal_weight=0 88031 32668 713 381 150 115 332 178 154 55363 417 96 54946 14301 410 45 365 326 132 92 13891 31955 70 25349 1167 119 86 24182 21417
internal_count=678013 88031 32668 713 381 150 115 332 178 154 55363 417 96 54946 14301 410 45 365 326 132 92 13891 31955 70 25349 1167 119 86 24182 21417
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=287336 2 2 262176 32 2
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=7
split_feature=11 13 12 1 14 12 4 14 12 12 12 4 12 12 0 14 3 10 7 14 12 12 2 10 14 9 12 14 0 6
split_gain=120971 1.2568e+06 2.86404e+06 5.00754e+07 3.88908e+08 3.92247e+07 2.00816e+06 4.49017e+06 8.23639e+06 4.79992e+07 3.62439e+06 1.51191e+06 1.50746e+06 2.27977e+06 5.99874e+06 1.02158e+07 2.78647e+06 1.8357e+06 1.55257e+06 1.52978e+06 1.46827e+06 8.76388e+06 4.60122e+07 7.54668e+06 4.88948e+06 2.03252e+06 2.37681e+07 1.61096e+06 5.1963e+06 2.0923e+06
threshold=3.5000000000000004 0 17.500000000000004 1.0000000180025095e-35 1 19.500000000000004 1.0000000180025095e-35 2 8.5000000000000018 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4 12.500000000000002 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 16.500000000000004 6 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 1 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 1 2 2
left_child=-1 2 6 -4 -5 -6 12 10 9 -9 -8 -3 18 14 16 -16 17 -14 -2 -19 21 -15 23 27 -25 -22 -27 29 -29 -23
right_child=1 11 3 4 5 -7 7 8 -10 -11 -12 -13 13 20 15 -17 -18 19 -20 -21 25 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.022944631473437518 -0.74726915575703667 -0.026864275825755214 -1.3278560817893799 466.76592636108398 -131.80263647460939 21.608032546997073 16.434673071967232 1.3685498365267055 -6.900786209106446 133.6316334751674 -6.6337719975199025 -2.6167912684400463 -3.5007999755384129 0.17778645594159548 29.180646102769032 -3.065554764883859 6.0037451688561685 17.765266495716723 3.3466544827980123 -6.4400140224358982 -1.5786276774740917 -3.1770975958910368 120.22757068210178 46.420748786926275 -3.6733264923095703 -2.7583365657298864 96.353067348621508 0.70992156303733411 22.713655278682708 8.2688960810839127
leaf_weight=522892 12902 117676 914 20 25 50 90 127 97 35 280 2298 899 11634 224 175 773 79 998 39 4177 494 36 70 27 233 27 326 160 236
leaf_count=522892 12902 117676 914 20 25 50 90 127 97 35 280 2298 899 11634 224 175 773 79 998 39 4177 494 36 70 27 233 27 326 160 236
internal_value=0 0.0776138 0.603413 5.85431 74.9543 -29.5289 0.448392 6.04642 16.1449 29.9439 -1.02253 -0.0764658 0.343311 0.908017 3.94973 15.0376 1.4782 -1.96158 -0.453331 9.76522 0.525794 1.0625 8.69241 5.63432 32.477 -1.04464 7.534 3.49309 7.95395 0.523251
internal_weight=0 155121 35147 1009 95 75 34138 629 259 162 370 119974 33509 19609 2189 399 1790 1017 13900 118 17420 12983 1349 1313 97 4437 260 1216 486 730
internal_count=678013 155121 35147 1009 95 75 34138 629 259 162 370 119974 33509 19609 2189 399 1790 1017 13900 118 17420 12983 1349 1313 97 4437 260 1216 486 730
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1049216 2 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=9
split_feature=12 13 6 11 11 1 11 12 13 1 14 11 12 13 6 14 11 12 13 3 6 11 1 14 14 12 13 12 12 11
split_gain=124911 423784 323279 356628 401707 279308 2.27801e+06 140374 1.26402e+06 1.04866e+06 1.87019e+07 1.3526e+06 434447 1.20515e+06 1.05691e+06 2.81658e+06 9.08755e+06 2.40405e+07 1.04215e+06 825824 793985 745876 644089 1.34235e+06 532561 2.15572e+06 479882 1.83215e+06 384173 413270
threshold=28.500000000000004 0 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 19.500000000000004 1 1.0000000180025095e-35 2 3.5000000000000004 21.500000000000004 3 1.0000000180025095e-35 4 1.0000000180025095e-35 20.500000000000004 5 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 6 7 20.500000000000004 8 27.500000000000004 20.500000000000004 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 2 2 9 2 1 2 2 9 2 1 2 2 9 2 2 2 2 1 1 2 9 2 2 2
left_child=7 2 3 -2 -5 -3 -7 -1 9 -9 -11 -12 13 14 22 18 17 -17 -16 26 -15 -20 28 -24 -22 -26 27 -14 29 -10
right_child=1 5 -4 4 -6 6 -8 8 12 10 11 -13 19 20 15 16 -18 -19 21 -21 24 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0034192820723225486 1.2574593299272045 -1.5689285835747684 -2.9011135119294362 12.183967955907185 -3.0762336150459624 5.7753083384314259 -32.184845474243161 -1.2282161715268389 4.7875486816678734 -84.877887725830078 -2.3260665922674515 17.14940089984816 1.1931338777075859 0.33054620017046926 -0.46823124201610833 -1.5389181772867839 0.72169109997264846 99.31229341947116 17.319926417575164 19.388985399766401 -2.3725358214740662 0.37067756652832035 23.683152040457117 2.5487875974815313 -2.0924821333451704 -33.323154247960737 -0.59937294232992966 25.646346798539163 -0.58450988025174033 0.90066219068121645
leaf_weight=666326 302 1058 126 69 23 43 25 1364 399 28 131 49 721 1111 485 60 187 39 68 22 204 42 39 131 77 31 3058 32 893 870
leaf_count=666326 302 1058 126 69 23 43 25 1364 399 28 131 49 721 1111 485 60 187 39 68 22 204 42 39 131 77 31 3058 32 893 870
internal_value=0 -0.870022 1.47953 2.918 8.36892 -1.95089 -8.18063 0.00217311 0.373287 -2.22267 -8.85084 2.97559 0.856757 1.50902 2.57733 5.53615 13.6916 38.1903 1.61605 0.0700793 -0.914794 9.94436 1.47057 7.39726 -5.37864 -11.0568 -0.0414441 2.20306 1.00455 2.12278
internal_weight=0 1646 520 394 92 1126 68 676367 10041 1572 208 180 8469 4636 3213 881 286 99 595 3833 1423 110 2332 170 312 108 3811 753 2162 1269
internal_count=678013 1646 520 394 92 1126 68 676367 10041 1572 208 180 8469 4636 3213 881 286 99 595 3833 1423 110 2332 170 312 108 3811 753 2162 1269
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1611849 1052932 2 534584 2 16 2 2 212992
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=10
split_feature=13 0 11 12 12 13 11 14 13 11 13 14 12 12 11 12 12 11 13 12 11 14 11 11 11 13 11 13 12 12
split_gain=123474 370846 3.91013e+06 1.53086e+06 2.90664e+06 8.08099e+06 4.36511e+06 2.36601e+07 8.18854e+06 6.35688e+06 2.02572e+06 6.06119e+06 4.54023e+06 1.84904e+07 1.10916e+07 8.80686e+06 2.95615e+07 6.1487e+07 1.79212e+06 2.2758e+06 1.694e+06 4.02327e+06 1.34612e+06 1.23923e+06 1.61575e+06 1.21694e+06 1.08361e+06 3.37784e+06 2.00232e+06 8.18673e+06
threshold=0 1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 6.5000000000000009 1 1.0000000180025095e-35 2 3 1.5000000000000002 4 5 15.500000000000002 16.500000000000004 2.5000000000000004 11.500000000000002 10.500000000000002 2.5000000000000004 6 3.5000000000000004 2.5000000000000004 7 1.5000000000000002 1.5000000000000002 2.5000000000000004 8 1.0000000180025095e-35 9 13.500000000000002 12.500000000000002
decision_type=9 2 2 2 2 9 2 1 9 2 9 1 2 2 2 2 2 2 9 2 2 1 2 2 2 9 2 9 2 2
left_child=-1 -2 3 4 18 6 7 -6 9 -8 11 12 15 14 -14 16 -5 -18 19 25 -10 -22 -21 -20 -25 -3 27 -12 29 -29
right_child=1 2 -4 10 5 -7 8 -9 20 -11 26 -13 13 -15 -16 -17 17 -19 23 22 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.031238778528372087 -0.0052184445136170985 4.9727833092457967 -1.0838185100064048 1.3138118285399218 90.830799384344189 -0.62751702290321498 -4.2229373645782475 -2.4755896531142199 -2.2833685654253997 21.881757112107017 -1.6664322919977168 -4.447669094596697 4.2966004978526717 1.7022505306616063 90.042831897735596 -5.1456372898804723 140.12570159949507 -9.2198554611206056 -1.3248166850496628 1.3320095377105277 -2.077643288506402 -55.62038919200068 8.0662140613421798 2.6127166579822259 -0.55793713534790312 -0.92224103571786342 -0.36279002869709698 3.8398536299652664 0.74976225810352215 29.625990554913372
leaf_weight=440975 188496 476 14304 416 42 1032 120 77 121 419 1512 642 22 164 48 483 51 60 2831 418 36 23 1024 3563 2928 1247 14929 758 649 147
leaf_count=440975 188496 476 14304 416 42 1032 120 77 121 419 1512 642 22 164 48 483 51 60 2831 418 36 23 1024 3563 2928 1247 14929 758 649 147
internal_value=0 0.058253 0.304734 0.884846 1.67171 5.34853 12.5656 30.4561 9.77935 15.7772 0.316613 3.42551 7.51622 20.0673 63.094 4.60834 13.5479 59.3984 1.12109 3.17294 -8.5808 -22.9502 6.11414 0.420587 1.18248 0.729841 -0.0111179 1.70121 4.95667 8.02832
internal_weight=0 237038 48542 34238 14357 1870 838 119 719 539 19881 1886 1244 234 70 1010 527 111 12487 3165 180 59 1442 9322 6491 1723 17995 3066 1554 905
internal_count=678013 237038 48542 34238 14357 1870 838 119 719 539 19881 1886 1244 234 70 1010 527 111 12487 3165 180 59 1442 9322 6491 1723 17995 3066 1554 905
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=4133142 10304 2 2112 1 2 32801 2 32768 57472
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=4
split_feature=11 13 14 13 2 12 12 12 8 12 12 13 4 12 12 12 12 2 12 2 0 12 12 3 3 8 12 10 12 12
split_gain=134118 1.18774e+06 1.88238e+06 2.30435e+06 1.95839e+06 1.02139e+07 4.31381e+07 2.27165e+06 1.61378e+06 1.98098e+07 4.08909e+07 2.13177e+06 1.30106e+06 1.67985e+06 6.06614e+06 1.13033e+06 1.04882e+06 6.9707e+06 5.18919e+06 3.74253e+06 1.21875e+06 4.56336e+06 1.18269e+06 3.40344e+06 3.03638e+06 1.70441e+06 4.22362e+06 998871 1.0166e+07 1.28759e+06
threshold=3.5000000000000004 0 1 2 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 3 1.0000000180025095e-35 6.5000000000000009 8.5000000000000018 3.5000000000000004 7.5000000000000009 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009
decision_type=2 9 1 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 8 -6 -7 -8 11 10 -10 27 16 -14 -15 -11 17 20 -19 22 -5 -22 23 -18 25 -24 -27 29 -29 -3
right_child=1 2 3 12 5 6 7 -9 9 15 -12 -13 13 14 -16 -17 19 18 -20 -21 21 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.024178154558031701 0.18156990305521728 -0.38554926246437438 0.32506532036640667 -2.4971718878280829 -35.422285543418518 144.6426959991455 29.491563614555027 -4.583102032610479 -13.239762390000479 -22.239078070322677 150.55241254877163 -1.3577199091918795 -1.7567761649548168 -63.159234771728521 -1.9613361203152202 -1.8253787384016353 0.14889889006980617 -12.62451166788737 -75.758470651377806 34.014803810119631 -4.5350462417421324 -35.413205040825737 -1.5813239340338596 32.323529575892856 -31.620414772549193 0.7235301685333253 -53.826724798029126 69.703240847587594 0.43938932550546217 3.7087869557760715
leaf_weight=522892 137247 1818 3021 2378 41 24 23 131 35 30 27 6077 71 25 46 283 542 30 23 30 421 54 1075 35 37 40 22 24 181 1330
leaf_count=522892 137247 1818 3021 2378 41 24 23 131 35 30 27 6077 71 25 46 283 542 30 23 30 421 54 1075 35 37 40 22 24 181 1330
internal_value=0 0.0817035 -0.684848 -1.84488 0.222917 9.57548 19.9401 0.505971 0.0140228 6.44738 58.0891 -0.241811 -3.19645 -12.6333 -23.5099 -3.78196 -2.91736 -4.08845 -40.0223 -1.00654 -3.42091 -8.04541 -1.60657 2.10057 -3.42856 -2.51114 -18.633 1.77941 8.54833 1.34427
internal_weight=0 155121 17874 7850 10024 219 178 154 9805 375 62 9430 4829 142 71 313 4687 2906 53 1781 2853 475 1751 577 1174 1137 62 3353 205 3148
internal_count=678013 155121 17874 7850 10024 219 178 154 9805 375 62 9430 4829 142 71 313 4687 2906 53 1781 2853 475 1751 577 1174 1137 62 3353 205 3148
cat_boundaries=0 1 2 3 4
cat_threshold=1198747 2 565248 266304
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=8
split_feature=14 11 13 12 1 11 12 11 3 12 13 13 12 0 13 11 13 12 1 12 13 6 0 7 1 12 2 13 12 12
split_gain=146298 986771 1.99555e+06 4.5033e+06 8.24836e+06 1.86173e+07 3.57013e+06 3.53173e+06 1.92406e+06 1.05145e+07 8.66289e+06 2.69384e+06 5.96671e+06 7.82149e+06 1.82342e+06 2.84326e+06 5.14823e+06 3.77174e+06 7.10564e+07 1.92408e+07 7.16257e+07 4.41277e+07 1.07295e+08 1.04288e+08 4.2453e+06 2.35632e+07 3.79384e+06 9.89912e+06 1.16534e+07 1.49515e+08
threshold=0 2.5000000000000004 1 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 2 3 3.5000000000000004 1.0000000180025095e-35 4 3.5000000000000004 5 18.500000000000004 1.0000000180025095e-35 17.500000000000004 6 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 7 11.500000000000002 12.500000000000002
decision_type=1 2 9 2 2 2 2 2 2 2 9 9 2 2 9 2 9 2 2 2 9 2 2 2 2 2 2 9 2 2
left_child=1 2 3 4 6 -6 -1 -8 11 10 -10 12 -9 -14 15 16 -3 19 -19 24 21 22 23 -21 26 -26 -17 28 -28 -30
right_child=-2 14 -4 -5 5 -7 7 8 9 -11 -12 -13 13 -15 -16 17 -18 18 -20 20 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.83689330486837266 0.047443038185143338 0.76797569784003894 0.25352252312174922 -2.0452688810273694 91.380145961046225 -11.535162876813841 -1.5319669738251047 -4.0047290544252139 25.606637533973249 -2.6680420628300423 -0.5676993143440473 0.7311393758166479 2.5427322605678015 68.486862100137259 -0.55235745280465653 0.47840880195057611 -1.631003242454008 -0.59527816006270462 -147.60665723015282 266.1674345366809 -12.611001791514404 -4.2726237514562779 8.5797358703613291 -4.8076442718505863 -3.3633530625745074 -93.759918746948244 9.2067476659789129 -1.2868315622929529 293.47368774414065 -13.000093099398491
leaf_weight=5845 332136 15782 150002 12118 32 39 1019 74 398 459 192 973 35 37 82965 52056 20630 996 34 49 272 57 65 20 743 30 266 591 20 78
leaf_count=5845 332136 15782 150002 12118 32 39 1019 74 398 459 192 973 35 37 82965 52056 20630 996 34 49 272 57 65 20 743 30 266 591 20 78
internal_value=0 -0.0454791 0.125112 -0.782319 0.898072 34.8492 0.631184 3.32366 5.60589 8.68275 17.5133 2.72151 14.9145 36.4307 -0.212719 0.0946541 -0.591454 0.546624 -5.44808 0.660447 20.9587 65.9711 100.774 187.624 0.485709 -6.87163 0.592992 6.83882 19.5306 49.5456
internal_weight=0 345877 171223 21221 9103 71 9032 3187 2168 1049 590 1119 146 72 174654 91689 36412 55277 1030 54247 463 191 134 69 53784 773 53011 955 364 98
internal_count=678013 345877 171223 21221 9103 71 9032 3187 2168 1049 590 1119 146 72 174654 91689 36412 55277 1030 54247 463 191 134 69 53784 773 53011 955 364 98
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2 852770 524288 32 3932641 2621824 1048576 1048608
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=4
split_feature=13 2 14 13 12 12 12 12 11 13 11 12 12 11 12 12 11 12 12 11 12 12 11 12 12 12 12 11 12 11
split_gain=137578 330952 1.19913e+06 5.35384e+06 8.95018e+06 8.6547e+07 1.63252e+07 3.49751e+07 8.59343e+06 1.9267e+06 1.64249e+06 2.94812e+06 1.01074e+06 832532 830282 1.18369e+06 616594 1.43272e+06 1.37916e+06 655732 2.07336e+06 529086 490857 557254 2.57455e+06 1.97493e+06 456432 365608 377049 359842
threshold=0 1.0000000180025095e-35 1 2 7.5000000000000009 9.5000000000000018 3.5000000000000004 2.5000000000000004 2.5000000000000004 3 2.5000000000000004 12.500000000000002 7.5000000000000009 3.5000000000000004 8.5000000000000018 9.5000000000000018 2.5000000000000004 1.5000000000000002 1.5000000000000002 3.5000000000000004 5.5000000000000009 3.5000000000000004 2.5000000000000004 6.5000000000000009 8.5000000000000018 5.5000000000000009 12.500000000000002 4.5000000000000009 17.500000000000004 2.5000000000000004
decision_type=9 2 1 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 29 3 4 6 -6 7 13 -8 12 11 -7 16 -3 -5 -16 17 -4 -18 -20 21 -21 -11 25 -25 -24 -12 -17 -29 -2
right_child=1 2 9 14 5 10 8 -9 -10 22 26 -13 -14 -15 15 27 18 -19 19 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.02711701516181303 0.21639717917263535 -2.1854639335590251 22.429699679783411 -3.4216659392324646 220.06664457775298 37.691842566596137 -3.9826848753567399 124.20272509765626 -78.082170733283547 -1.9315570791158692 -13.285986488096178 0.74767249072039577 -1.4422046689987182 -22.184005775451663 14.112532322843311 1.624225231188472 -5.2816442147279403 -3.1075095569386204 26.433733040945874 12.523694030761719 30.891849517822266 -5.9338168632693415 -7.0552191996392413 -26.875156205700293 -1.6324521344283534 24.148061768213907 1.4975674837362023 -8.0829304773667285 4.0110320941821946 -0.070137892686469555
leaf_weight=497157 78603 68 28 503 21 36 29 25 34 689 31 54 200 30 71 562 39 102 42 25 36 41 131 62 116 24 64 85 37 99068
leaf_count=497157 78603 68 28 503 21 36 29 25 34 689 31 54 200 30 71 562 39 102 42 25 36 41 131 62 116 24 64 85 37 99068
internal_value=0 0.0747351 1.08508 2.95659 12.9933 27.6828 -2.57718 18.6255 -43.9729 -0.92663 5.84465 15.5253 4.03206 -8.30747 -0.27203 1.82273 7.65882 2.39281 11.3997 15.9176 11.5874 1.05766 -3.42165 -6.60752 -10.4249 -2.22374 -3.32654 0.547038 -4.41509 0.0566274
internal_weight=0 180856 3185 1650 392 206 186 123 63 1535 185 90 513 98 1258 755 313 130 183 144 102 66 1022 333 178 155 95 684 122 177671
internal_count=678013 180856 3185 1650 392 206 186 123 63 1535 185 90 513 98 1258 755 313 130 183 144 102 66 1022 333 178 155 95 684 122 177671
cat_boundaries=0 1 2 3 4
cat_threshold=3807638 2 16416 33281
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=7
split_feature=7 13 12 11 14 12 12 13 12 12 11 13 12 11 12 11 14 12 11 11 11 12 13 12 12 11 14 11 11 11
split_gain=130984 653900 469690 8.85072e+06 8.94606e+06 1.27068e+07 403750 2.14128e+06 2.56628e+06 3.721e+06 3.29128e+06 2.81272e+06 1.27063e+07 3.90094e+06 5.01438e+06 1.61822e+07 2.33977e+06 3.67233e+06 2.90276e+06 8.2904e+06 2.49863e+06 1.35099e+06 4.80608e+06 1.71182e+06 1.64886e+06 3.4903e+06 1.47742e+07 7.57585e+06 1.70335e+06 2.21004e+06
threshold=1.0000000180025095e-35 0 14.500000000000002 4.5000000000000009 1 15.500000000000002 8.5000000000000018 2 13.500000000000002 11.500000000000002 3.5000000000000004 3 12.500000000000002 1.5000000000000002 12.500000000000002 1.0000000180025095e-35 4 9.5000000000000018 2.5000000000000004 1.5000000000000002 1.5000000000000002 5.5000000000000009 5 4.5000000000000009 6.5000000000000009 2.5000000000000004 6 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35
decision_type=2 9 2 2 1 2 2 9 2 2 2 9 2 2 2 2 1 2 2 2 2 2 9 2 2 2 1 2 2 2
left_child=-1 2 -2 -4 5 -5 21 8 9 16 11 12 -11 14 -13 -16 17 18 19 -8 -19 23 24 -3 25 26 27 -23 29 -26
right_child=1 6 3 4 -6 -7 7 -9 -10 10 -12 13 -14 -15 15 -17 -18 20 -20 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.012804010268734482 -0.77974554790466133 0.53439433298059758 -1.5140656880524686 80.9983906139027 -28.115085639953612 -5.176140081882477 -7.6885855078697212 -0.64225117221852379 -1.3759254221608617 55.611778908806883 -0.77739801032053857 5.9559796022332243 -5.7598523416826808 2.3529951330039194 -15.312746569315593 80.381362196456564 -2.2055827477617447 15.678973981836339 7.5967123930794855 58.301308343765584 -2.6545116044030403 -3.04012157758077 0.1574761528194249 -2.0964438296862045 24.32617317199707 -4.0795742587766792 -4.5005342211042132 55.88579699516297 11.406394052574903 2.3963619813952648
leaf_weight=624618 9405 15015 899 44 20 28 32 13521 1403 74 229 92 62 301 30 43 899 91 140 47 406 30 5586 2961 50 414 238 80 687 568
leaf_count=624618 9405 15015 899 44 20 28 32 13521 1403 74 229 92 62 301 30 43 899 91 140 47 406 30 5586 2961 50 414 238 80 687 568
internal_value=0 0.150377 -0.561018 1.50913 31.051 47.4861 0.322429 -0.0497102 2.0282 3.98907 9.42642 13.3079 25.7408 8.93533 21.4846 41.055 1.19127 5.45631 16.2451 31.5712 0.702324 0.574772 1.6875 0.101044 5.79356 2.12545 9.50728 39.8151 7.9798 4.17062
internal_weight=0 53395 10396 991 92 72 42999 17370 3849 2446 831 602 136 466 165 73 1615 716 219 79 497 25629 7653 17976 2067 762 348 110 1305 618
internal_count=678013 53395 10396 991 92 72 42999 17370 3849 2446 831 602 136 466 165 73 1615 716 219 79 497 25629 7653 17976 2067 762 348 110 1305 618
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2630243 2 116872 128 2 1052680 2
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=9
split_feature=14 9 13 12 11 13 11 12 12 12 12 11 13 12 12 12 13 12 11 12 12 13 13 11 12 13 11 12 13 2
split_gain=130496 868560 3.11891e+06 6.17601e+06 3.52063e+06 6.25551e+06 9.11465e+06 1.90959e+07 2.27904e+07 3.25089e+06 1.05625e+07 1.17484e+07 1.42676e+06 3.13849e+06 3.803e+06 1.35371e+06 1.05465e+07 2.68462e+07 1.03945e+07 1.09703e+07 1.21529e+06 3.24388e+06 2.62752e+06 2.48213e+06 2.30427e+06 873551 1.07836e+06 1.2926e+06 809397 2.34619e+06
threshold=0 1.0000000180025095e-35 1 4.5000000000000009 2.5000000000000004 2 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 3 7.5000000000000009 11.500000000000002 15.500000000000002 4 17.500000000000004 3.5000000000000004 16.500000000000004 2.5000000000000004 5 6 3.5000000000000004 1.0000000180025095e-35 7 3.5000000000000004 14.500000000000002 8 1.0000000180025095e-35
decision_type=1 2 9 2 2 9 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 9 9 2 2 9 2 2 9 2
left_child=1 -1 3 4 5 6 9 8 -8 -3 11 -11 13 -5 -15 25 -17 18 19 -18 22 -22 -6 -24 -25 26 27 -14 29 -2
right_child=28 2 -4 12 20 -7 7 -9 -10 10 -12 -13 15 14 -16 16 17 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.080025726073700981 0.22503241624831705 -4.9860982019761035 -0.72268447483166587 -9.3497413476308182 -1.4302644609466313 0.42269516340116176 73.75439492019953 66.619308176348284 -0.80527886203601595 11.530158906824449 -9.0361999172634562 90.395663248697929 -1.3242354277850819 39.989362716674805 -2.8155113710675921 -0.87188932323030066 81.424219209176528 -5.2303770690697888 106.56860556215855 -10.506229324340822 14.201031449803134 -4.7357732703311024 -0.73164271584040008 -2.6101303100585938 27.049633970786267 0.2406043224082243 -6.5442655179037974 18.195936584472658 -0.049855025219979351 3.7044271407947771
leaf_weight=327926 87314 170 8715 48 244 400 51 93 209 51 90 30 588 51 35 1110 27 130 37 25 104 429 79 33 127 4570 469 36 242840 1982
leaf_count=327926 87314 170 8715 48 244 400 51 93 209 51 90 30 588 51 35 1110 27 130 37 25 104 429 79 33 127 4570 469 36 242840 1982
internal_value=0 -0.0429495 0.634353 1.91355 6.66781 10.6043 16.2326 27.7302 13.8199 4.80649 14.5418 40.7396 0.508505 10.362 22.5688 0.30441 3.1771 22.7026 66.0543 37.2269 2.42913 -0.863202 6.06228 13.2184 20.9323 -0.369219 -2.8947 -0.198072 0.044811 0.302227
internal_weight=0 345877 17951 9236 2110 1094 694 353 260 341 171 81 7126 134 86 6992 1329 219 89 52 1016 533 483 239 160 5663 1093 624 332136 89296
internal_count=678013 345877 17951 9236 2110 1094 694 353 260 341 171 81 7126 134 86 6992 1329 219 89 52 1016 533 483 239 160 5663 1093 624 332136 89296
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2 1140766 1048592 4 26640 16384 24592 1048576 484138
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=8
split_feature=5 13 11 11 13 12 14 13 11 12 12 12 14 12 12 11 12 12 11 13 12 11 14 12 11 14 12 12 11 12
split_gain=114545 3.86565e+06 2.87772e+07 824415 1.57672e+06 1.92336e+06 681307 285882 445985 2.94567e+06 425323 275708 249565 231037 199340 403308 196227 170904 168586 250313 280735 513603 1.00915e+06 344695 964070 526328 561171 1.12191e+06 251331 459892
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1.0000000180025095e-35 1 8.5000000000000018 2 3 3.5000000000000004 1.5000000000000002 1.5000000000000002 13.500000000000002 4 15.500000000000002 1.0000000180025095e-35 3.5000000000000004 14.500000000000002 19.500000000000004 3.5000000000000004 5 5.5000000000000009 2.5000000000000004 6 16.500000000000004 2.5000000000000004 7 7.5000000000000009 11.500000000000002 2.5000000000000004 10.500000000000002
decision_type=2 9 2 2 9 2 1 9 2 2 2 2 1 2 2 2 2 2 2 9 2 2 1 2 2 1 2 2 2 2
left_child=-1 2 -2 4 5 -3 -4 8 9 -5 -10 -6 13 -7 15 -9 -13 -18 19 20 21 -16 -23 25 -25 -22 -27 28 29 -28
right_child=1 3 6 7 11 12 -8 14 10 -11 -12 16 -14 -15 18 -17 17 -19 -20 -21 23 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.003232770438069485 116.01071069265407 -41.631441331946334 -0.22252312402976188 39.965684691342446 -3.6213358519233996 0.53576543446510072 -19.079739142457644 -1.8148039348197706 -10.915386832101007 1.0519626151947747 0.70088929859245619 6.7986007517034359 -16.493128928830547 -11.995849319015232 -0.61819094876262637 10.306143415735123 -2.1771737457173215 6.0287863354529101 -2.5681657641609581 -2.0007671987798612 -2.6199728156032696 21.426176961263025 -1.3227579752604166 0.6247701233452766 24.077511877105351 -9.0582951545715336 2.8886180514381046 -1.982066733436247 19.76766402396289 20.736296081542971
leaf_weight=673966 24 23 95 22 388 31 24 66 35 168 317 44 31 28 107 47 140 31 577 778 622 39 39 106 21 34 42 113 33 22
leaf_count=673966 24 23 95 22 388 31 24 66 35 168 317 44 31 28 107 47 140 31 577 778 622 39 39 106 21 34 42 113 33 22
internal_value=0 -0.530374 15.0667 -1.13736 -4.20662 -14.5373 -4.02566 -0.451597 1.6234 5.55776 -0.454138 -1.9965 -9.22847 -5.41144 -0.879446 3.22665 0.842914 -0.689544 -1.0661 -0.623001 0.301359 3.88047 10.0517 -0.362409 4.50278 -1.0759 2.86024 4.7899 12.6789 9.02376
internal_weight=0 4047 143 3904 716 113 119 3188 542 190 352 603 90 59 2646 113 215 171 2533 1956 1178 185 78 993 127 866 244 210 97 64
internal_count=678013 4047 143 3904 716 113 119 3188 542 190 352 603 90 59 2646 113 215 171 2533 1956 1178 185 78 993 127 866 244 210 97 64
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=32800 280641 2 2049 2 139484 2 2
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=10
split_feature=13 4 12 13 11 14 11 12 12 13 12 11 6 14 12 9 6 14 12 12 3 14 12 14 13 11 0 13 11 12
split_gain=112926 637411 831839 1.44517e+06 3.10532e+06 1.85873e+06 1.51192e+06 2.9418e+06 595533 2.2381e+06 5.09972e+06 8.59859e+06 2.22144e+07 3.82692e+07 8.97864e+07 4.64468e+06 4.07706e+06 6.57345e+06 1.79283e+06 1.55249e+06 8.56686e+06 5.5341e+07 1.59812e+08 3.16505e+06 3.01838e+06 7.03895e+07 2.06769e+06 5.98441e+06 1.40782e+07 1.67678e+06
threshold=0 1.0000000180025095e-35 3.5000000000000004 1 2.5000000000000004 2 1.5000000000000002 1.5000000000000002 15.500000000000002 3 17.500000000000004 2.5000000000000004 1.0000000180025095e-35 4 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5 12.500000000000002 10.500000000000002 1.0000000180025095e-35 6 11.500000000000002 7 8 3.5000000000000004 1.0000000180025095e-35 9 3.5000000000000004 9.5000000000000018
decision_type=9 2 2 9 2 1 2 2 2 9 2 2 2 1 2 2 2 1 2 2 2 1 2 1 9 2 2 9 2 2
left_child=-1 8 3 4 5 -3 7 -7 18 10 11 16 15 14 -14 -13 -10 -18 19 29 23 -22 -23 24 25 -21 -26 -28 -29 -2
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 -12 12 13 -15 -16 -17 17 -19 -20 20 21 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.027103554796771585 0.13849764366805425 -2.2545128422398721 -2.1148855870029419 -1.5008412104253928 -3.8773133209773469 40.037619018554693 41.062585424765565 -5.9195143763224287 4.0394838580378787 0.37934132556977396 -3.2570829677051614 -2.5363346147537236 -8.6904031186490442 -19.10468334924607 213.13671078152129 37.442611806532916 -66.991481674194333 4.1702257792154951 -0.9083339880476281 -2.7602090494973321 -9.8044532452257851 241.15040473185087 -14.891574161192949 -0.94536762794441143 0.55468812004720058 166.30809642650465 -1.5455038704031228 19.751226445314515 -2.0731398770879421 -1.1704155429275114
leaf_weight=470070 150886 31 2660 474 112 26 39 30 108 10897 371 200 37 42 36 34 25 27 18008 280 241 38 68 5937 4689 27 971 606 577 10466
leaf_count=470070 150886 31 2660 474 112 26 39 30 108 10897 371 200 37 42 36 34 25 27 18008 280 241 38 68 5937 4689 27 971 606 577 10466
internal_value=0 0.0613984 -1.30229 1.73354 7.90599 19.0075 25.9456 15.4177 0.0838795 0.774215 5.59602 12.1588 20.9592 56.9477 100.704 3.27257 -7.03704 -30.0421 0.0417097 0.139592 1.17246 16.6807 76.8971 0.761263 2.17836 11.727 1.73031 4.29754 9.03021 0.0535958
internal_weight=0 207943 3372 712 238 126 95 56 204571 11777 880 509 349 115 73 234 160 52 192794 174786 13434 347 106 13087 7150 307 6843 2154 1183 161352
internal_count=678013 207943 3372 712 238 126 95 56 204571 11777 880 509 349 115 73 234 160 52 192794 174786 13434 347 106 13087 7150 307 6843 2154 1183 161352
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=3381398 24576 2 768 2 2 2 2 64 287008
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=7
split_feature=12 11 13 12 6 13 14 11 12 12 11 12 8 13 12 12 11 12 11 12 14 12 5 12 11 2 14 12 13 12
split_gain=129995 784524 2.05979e+06 4.10064e+06 5.52564e+06 1.22972e+07 2.1225e+07 8.9329e+07 2.26584e+08 8.52491e+06 4.8118e+06 3.32345e+06 2.32857e+06 4.69733e+06 1.20925e+07 4.94711e+07 1.26684e+07 6.55072e+06 5.7937e+06 4.19456e+06 3.60423e+06 1.86945e+06 4.21413e+06 2.84852e+07 3.36429e+06 4.53665e+06 1.57571e+07 2.86475e+07 3.32265e+06 2.65233e+06
threshold=3.5000000000000004 1.5000000000000002 0 6.5000000000000009 1.0000000180025095e-35 1 2 1.0000000180025095e-35 5.5000000000000009 5.5000000000000009 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 3 12.500000000000002 11.500000000000002 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 9.5000000000000018 4 8.5000000000000018 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 5 7.5000000000000009 6 10.500000000000002
decision_type=2 2 9 2 2 9 1 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 1 2 9 2
left_child=-1 2 21 4 -4 6 7 8 11 -8 -11 -6 -5 14 15 16 19 -18 -16 -14 -19 22 24 -24 -2 -26 27 -27 29 -23
right_child=1 -3 3 12 5 -7 9 -9 -10 10 -12 -13 13 -15 18 -17 17 20 -20 -21 -22 28 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.059426730797822208 -1.7687432544489465 0.11693227876297237 1.1328579637038534 -0.37550629554120329 -12.040754072127804 -3.1902103041624801 13.327148420555446 -1.2582405349583303 333.61035656929016 -28.528672055448041 0.67929740602319899 31.825502698849409 -7.0711948789399246 -0.98386583937075567 -60.004583594912575 158.80725848858174 0.89908390488735468 25.963935265174282 0.52778053656220436 -65.755201067243306 77.238473195043113 1.5659801283826922 -4.5333698573050567 95.408278307233545 -0.08965673816014047 99.981360194994068 -1.8883360107739766 -34.793163871765138 -1.6269485981912917 -0.1083480366380198
leaf_weight=238408 22906 313653 5046 17147 31 624 439 206 32 89 154 39 29 433 21 26 43 26 64 21 29 12471 154 35 15558 46 186 24 10871 39202
leaf_count=238408 22906 313653 5046 17147 31 624 439 206 32 89 154 39 29 433 21 26 43 26 64 21 29 12471 154 35 15558 46 186 24 10871 39202
internal_value=0 0.0322778 -0.178534 0.644252 2.7619 7.85493 14.7004 36.6372 113.171 5.00906 -10.0183 12.399 -0.145988 5.54123 15.875 31.5902 9.24132 30.1392 -14.4273 -31.7185 52.9996 -0.377247 -0.921527 13.9743 -0.994236 0.127608 13.3315 53.773 -0.0387079 0.295685
internal_weight=0 439605 125952 24499 6660 1614 990 308 102 682 243 70 17839 692 259 174 148 98 85 50 55 101453 38909 189 38720 15814 256 70 62544 51673
internal_count=678013 439605 125952 24499 6660 1614 990 308 102 682 243 70 17839 692 259 174 148 98 85 50 55 101453 38909 189 38720 15814 256 70 62544 51673
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=3885109 4544 2 4096 2 2 2181140
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=6
split_feature=14 11 13 12 1 12 12 11 3 12 13 12 13 12 12 2 12 13 0 12 11 12 11 6 8 13 12 12 11 0
split_gain=129615 773870 1.53885e+06 3.57022e+06 6.67875e+06 1.82815e+07 2.87179e+06 2.83929e+06 1.59661e+06 8.57224e+06 7.06253e+06 2.26138e+06 1.51677e+06 4.07831e+06 8.25481e+06 3.06581e+07 4.23482e+07 7.03541e+06 4.7465e+06 2.23686e+07 2.62025e+07 8.53319e+06 1.03541e+07 2.96872e+07 3.15859e+06 5.9156e+06 1.08099e+07 3.08667e+07 3.46928e+07 2.77351e+06
threshold=0 2.5000000000000004 1 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 2 3.5000000000000004 3 6.5000000000000009 8.5000000000000018 1.0000000180025095e-35 7.5000000000000009 4 1.0000000180025095e-35 7.5000000000000009 3.5000000000000004 7.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5 12.500000000000002 11.500000000000002 3.5000000000000004 1.0000000180025095e-35
decision_type=1 2 9 2 2 2 2 2 2 2 9 2 9 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8 11 10 -10 -9 -3 -14 15 17 -17 18 21 -20 -21 22 -15 -24 -16 26 27 -26 -29 -19
right_child=-2 12 -4 -5 5 -7 7 8 9 -11 -12 -13 13 14 24 16 -18 29 19 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.7492404926888856 0.04463843234731054 -0.015334560057962403 0.22100934035182396 -1.8131287470474078 -39.652055040995286 67.618602346866695 -1.3714094469895892 -2.0983702187034865 23.112407063502893 -2.4175244794691828 -0.52010482655893464 6.8924965987886715 -1.7294515764746436 4.0164221275227989 -0.9179479578704417 -0.8248801211921537 136.91147612594978 1.4446890570253708 -5.6019196384235963 50.944207274146351 -8.2724296569824229 -4.58661019685103 3.4138167970830744 92.857151256288802 2.0152265674663039 -1.8907888989767589 0.7395466123308454 153.21508081224229 -6.1784889221191408 -6.2078653723457178
leaf_weight=5845 332136 128903 150002 12118 24 47 1019 559 398 459 192 560 20588 413 19949 49 41 1717 295 233 110 591 110 56 106 543 238 36 22 654
leaf_count=5845 332136 128903 150002 12118 24 47 1019 559 398 459 192 560 20588 413 19949 49 41 1717 295 233 110 591 110 56 106 543 238 36 22 654
internal_value=0 -0.0428253 0.108246 -0.68861 0.807603 31.3581 0.567448 2.98227 5.02858 7.83142 15.8047 2.40108 -0.190929 -0.68551 0.168355 4.17536 61.9217 2.93172 7.60786 14.5885 31.9534 3.86634 12.4945 33.5875 -0.650345 4.99877 14.0035 34.1063 92.7555 -0.66334
internal_weight=0 345877 171223 21221 9103 71 9032 3187 2168 1049 590 1119 174654 45751 25163 4269 90 4179 1808 638 343 1170 579 166 20894 945 402 164 58 2371
internal_count=678013 345877 171223 21221 9103 71 9032 3187 2168 1049 590 1119 174654 45751 25163 4269 90 4179 1808 638 343 1170 579 166 20894 945 402 164 58 2371
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 852770 524288 4065761 16 16
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=8
split_feature=13 2 12 12 13 14 11 12 14 11 12 11 11 12 12 11 11 12 11 12 12 11 13 13 14 12 11 11 12 14
split_gain=144532 419408 2.55692e+06 5.26428e+06 1.05446e+07 1.60103e+07 1.41496e+07 1.88591e+07 1.30012e+07 4.93403e+07 5.95144e+07 4.40513e+07 2.53603e+07 3.22864e+07 1.07126e+07 2.2468e+07 9.83108e+06 7.00229e+06 3.6594e+06 2.06809e+06 6.00192e+06 1.74911e+07 1.59254e+06 1.50312e+06 781928 1.02844e+06 1.42969e+06 735607 732207 696761
threshold=0 1.0000000180025095e-35 5.5000000000000009 7.5000000000000009 1 2 3.5000000000000004 6.5000000000000009 3 3.5000000000000004 6.5000000000000009 3.5000000000000004 1.5000000000000002 6.5000000000000009 6.5000000000000009 3.5000000000000004 2.5000000000000004 6.5000000000000009 2.5000000000000004 16.500000000000004 17.500000000000004 1.0000000180025095e-35 4 5 6 1.5000000000000002 3.5000000000000004 3.5000000000000004 23.500000000000004 7
decision_type=9 2 2 2 9 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 1 2 2 2 2 1
left_child=1 -1 23 4 8 14 -7 -8 11 16 -11 12 13 -4 -6 18 -10 -18 -16 22 21 -21 -5 -3 25 26 -25 -27 -22 -23
right_child=-2 2 3 19 5 6 7 -9 9 10 -12 -13 -14 -15 15 -17 17 -19 -20 20 28 29 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.017643766541200073 0.067420736605337026 0.26043350915200847 -13.372206079392207 0.42983960335158394 -5.0187945967135228 -6.9383004121082585 -1.617591978708903 -108.97226363817852 -1.245721373985063 12.850995321834787 201.36866418087121 -87.293577464421602 -0.90975613532128274 149.43965875033675 -12.742781066894532 123.91492395019532 6.9240998005044876 72.951855807834207 36.24957060496012 82.650618198939739 -3.5553024745699187 2.8923705794872383 -3.4038651895034988 -5.6691030318634992 -2.8116298181752803 -6.9902698917126447 9.7880549577566303 -15.255425110396807 13.169427043625289 18.504501244681222
leaf_weight=451686 216661 1135 21 2095 92 205 30 36 201 34 33 48 154 29 31 25 29 36 30 35 402 156 2237 257 1595 436 78 143 28 35
leaf_count=451686 216661 1135 21 2095 92 205 30 36 201 34 33 48 154 29 31 25 29 36 30 35 402 156 2237 257 1595 436 78 143 28 35
internal_value=0 -0.0315909 -0.683365 0.58182 7.07567 -4.49951 -19.9036 -60.1747 15.7673 29.0053 105.703 -1.10024 19.1805 81.0587 18.7 44.0737 9.68675 43.4933 11.3518 -0.764339 4.46822 17.6621 -1.55671 -2.77418 -4.13153 -6.48006 -2.07012 -9.03158 -2.46625 5.75323
internal_weight=0 461352 9666 6022 1034 449 271 66 585 333 67 252 204 50 178 86 266 65 61 4988 656 226 4332 3644 2509 914 335 579 430 191
internal_count=678013 461352 9666 6022 1034 449 271 66 585 333 67 252 204 50 178 86 266 65 61 4988 656 226 4332 3644 2509 914 335 579 430 191
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=3283350 131088 2 2 1184004 2230272 2 2
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=8
split_feature=8 13 12 13 14 11 11 12 14 12 12 12 14 11 14 13 11 14 11 12 12 11 11 11 11 11 11 11 12 11
split_gain=135074 1.72728e+06 1.67608e+06 2.73424e+06 6.83667e+06 1.18091e+07 1.65708e+06 2.05557e+06 3.78544e+06 5.01187e+06 2.1978e+06 5.211e+06 1.03838e+07 1.36302e+06 1.20941e+06 1.07271e+06 1.91052e+07 3.69493e+07 2.9212e+06 3.53114e+06 906091 1.07291e+06 857237 855105 1.77623e+06 819905 1.03872e+06 713373 702933 3.44171e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 2 2.5000000000000004 2.5000000000000004 2.5000000000000004 3 1.5000000000000002 13.500000000000002 14.500000000000002 4 3.5000000000000004 5 6 3.5000000000000004 7 2.5000000000000004 3.5000000000000004 12.500000000000002 3.5000000000000004 3.5000000000000004 3.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 2.5000000000000004 14.500000000000002 3.5000000000000004
decision_type=2 9 2 9 1 2 2 2 1 2 2 2 1 2 1 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 27 -6 -4 8 9 -8 20 12 22 -11 23 16 18 -18 -3 -20 -9 -22 -12 24 -5 26 -16 -2 -17 -30
right_child=1 15 6 14 5 -7 7 10 -10 13 11 -13 -14 -15 25 28 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0088059204696069593 -1.4819785517194999 -0.35893325418563787 -0.054911734708369887 0.0077787685394287119 -5.4568118217663892 70.120198371193624 -1.4267483341282814 -1.5276451929892787 -1.49979112332038 -36.064639095262606 0.14466650364762645 -1.7952951466669462 -67.362971773147578 -16.723281044795595 -3.180834307796077 0.43107604989626752 125.20995187486922 -23.46288728117943 -57.896999976748511 -4.4316622924804694 -1.8018629609084713 14.580915458958883 -16.975321741761832 -4.2401704486211136 32.847124079295568 4.9001874434642305 -23.504700473149619 -26.669726155020978 0.56877669541079168 -11.658648998207518
leaf_weight=652834 23 271 3401 40 39 44 116 3179 356 98 59 389 40 58 57 15059 35 32 21 30 82 78 58 45 28 39 45 22 1147 288
leaf_count=652834 23 271 3401 40 39 44 116 3179 356 98 59 389 40 58 57 15059 35 32 21 30 82 78 58 45 28 39 45 22 1147 288
internal_value=0 -0.227233 -1.40781 5.06012 16.3163 34.6081 -1.72179 -2.97794 -8.28617 -17.1683 -2.11988 -8.00169 -23.3793 -28.8736 -1.20715 0.353504 5.47739 54.202 -4.49086 -26.4468 -1.15808 6.18474 -8.34217 6.4533 13.5299 -7.432 -12.1472 -13.796 0.229415 -1.88523
internal_weight=0 25179 8296 382 128 83 7914 4513 628 272 3885 546 157 156 254 16883 389 67 322 51 3339 160 117 113 68 141 102 45 16494 1435
internal_count=678013 25179 8296 382 128 83 7914 4513 628 272 3885 546 157 156 254 16883 389 67 322 51 3339 160 117 113 68 141 102 45 16494 1435
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1673358 524416 2 2 2 2 32 2
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=7
split_feature=11 13 14 1 12 2 12 13 4 12 12 1 12 12 14 14 14 12 13 12 12 12 12 12 12 12 12 8 12 10
split_gain=119458 1.03841e+06 2.22363e+06 1.9122e+06 7.5351e+06 1.48935e+06 1.48994e+07 1.14013e+06 1.01696e+06 1.41137e+06 4.91731e+06 1.00362e+06 7.61828e+06 3.72558e+07 2.80971e+08 2.6952e+07 5.07921e+06 1.35825e+07 3.60044e+06 8.69002e+06 3.82468e+06 2.01824e+06 3.10563e+06 1.93124e+06 5.36663e+06 1.90874e+06 985220 1.70147e+07 3.72118e+07 4.27511e+06
threshold=3.5000000000000004 0 1 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 3.5000000000000004 2 1.0000000180025095e-35 6.5000000000000009 8.5000000000000018 1.0000000180025095e-35 18.500000000000004 17.500000000000004 3 4 5 16.500000000000004 6 1.5000000000000002 12.500000000000002 20.500000000000004 19.500000000000004 5.5000000000000009 3.5000000000000004 14.500000000000002 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 9 1 2 2 2 2 9 2 2 2 2 2 2 1 1 1 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 26 -7 -4 -9 -10 -11 -3 13 16 -15 21 17 -13 19 -18 23 22 -14 24 -21 -22 27 29 -29 -2
right_child=1 11 7 4 -6 6 -8 8 9 10 -12 12 15 14 -16 -17 18 -19 -20 20 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.022825940411219891 -0.13228351648000788 0.11381838751489376 0.56512623588343214 -0.7874122713126388 -66.566436958312991 65.1392219543457 -5.4127833051038969 -2.6611354321978427 0.51093642756624047 -56.752795669555667 -1.6537571372869224 -1.9408559894532598 -74.56320979677399 265.19525122391553 -116.88301477676782 8.9727860609690353 62.853210718491496 -64.260118103027352 2.7180353588256434 -14.48959539794922 47.002414309978491 -88.153759246826169 -24.067851184663319 -6.2981919296928082 52.443004243270209 10.12458102798462 -0.37689425827603823 -14.137906802061833 147.60570904541018 26.528206206137135
leaf_weight=522892 2012 137469 1193 102 21 38 141 4650 53 25 46 1226 29 38 39 144 34 36 1989 25 32 25 21 115 23 25 5450 33 25 62
leaf_count=522892 2012 137469 1193 102 21 38 141 4650 53 25 46 1226 29 38 39 144 34 36 1989 25 32 25 21 115 23 25 5450 33 25 62
internal_value=0 0.0771015 -0.748882 0.352865 -12.018 0.548924 9.56474 -2.20584 -2.89341 -11.8372 -21.0548 0.158128 1.76107 2.86805 71.6751 -16.3448 1.35645 -3.71858 4.21186 15.204 8.53113 -64.9547 -53.3552 0.734093 17.5823 30.8279 0.336074 2.15862 55.5792 0.664703
internal_weight=0 155121 13851 7884 123 7761 179 5967 4774 124 71 141270 3801 3582 77 219 3505 1262 2243 254 220 75 50 163 48 57 7582 2132 58 2074
internal_count=678013 155121 13851 7884 123 7761 179 5967 4774 124 71 141270 3801 3582 77 219 3505 1262 2243 254 220 75 50 163 48 57 7582 2132 58 2074
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=799076 2 532480 2 2 2 49280
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=5
split_feature=13 5 12 11 12 12 3 12 12 14 11 14 12 3 2 14 1 11 11 2 8 12 0 12 12 11 11 12 13 1
split_gain=131549 1.70156e+06 3.26113e+07 775629 2.07328e+06 581586 2.18665e+07 1.92223e+08 8.53398e+06 1.65353e+06 1.55447e+06 3.82544e+06 1.34715e+06 1.99706e+06 1.87793e+06 1.82855e+06 4.73121e+06 5.35273e+07 3.40159e+06 2.6613e+07 2.80369e+07 4.38751e+07 1.90291e+06 2.45357e+06 3.19212e+06 3.71183e+06 1.02799e+07 1.58686e+06 1.45013e+06 1.94279e+06
threshold=0 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 13.500000000000002 10.500000000000002 1.0000000180025095e-35 11.500000000000002 12.500000000000002 1 2.5000000000000004 2 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 1.5000000000000002 2.5000000000000004 3.5000000000000004 4 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 2 2 2 1 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2
left_child=1 5 -3 4 -4 12 -7 -8 9 -9 11 -10 13 15 -14 16 18 -18 22 20 -20 -22 -1 24 -24 -26 27 -27 29 -17
right_child=-2 2 3 -5 -6 6 7 8 10 -11 -12 -13 14 -15 -16 28 17 -19 19 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.56680804677701246 -0.010610634611993139 102.51700555793941 -32.905301230604003 -1.2562838799203746 0.25292898687449367 0.016901196834396091 240.67034577034616 -25.834306603670122 0.80662025171518337 -66.497894535064702 -7.7280249701227461 39.635383347903982 -0.86363754335422405 -0.83320866424524986 -10.11051286591424 -1.0690754549136965 171.14458988189699 -10.888245632818768 -2.5152309618498152 114.85963473112686 155.56049606243769 -12.772542488574983 0.63571025063009834 -4.8174677411139299 -1.1376046358528784 50.265399762053988 0.51835807772243725 28.882166127363845 1.4256630081533259 -13.358212465479756
leaf_weight=2082 640587 32 33 128 44 10724 37 20 100 20 70 34 9200 7296 225 1897 20 84 513 23 30 32 357 207 118 67 136 72 3687 138
leaf_count=2082 640587 32 33 128 44 10724 37 20 100 20 70 34 9200 7296 225 1897 20 84 513 23 30 32 357 207 118 67 136 72 3687 138
internal_value=0 0.182245 8.62867 -6.02708 -13.9577 0.128466 0.738456 28.2757 -3.93172 -46.1661 4.34953 10.6587 -0.12791 0.409997 -1.08439 1.36851 3.08768 24.1181 2.48632 9.38052 5.16136 68.6789 1.12971 4.82057 7.48067 13.6986 20.0647 39.1892 0.244531 -1.89314
internal_weight=0 37426 237 205 77 37189 11005 281 244 40 204 134 26184 16759 9425 9463 3741 104 3637 598 575 62 3039 957 750 393 275 139 5722 2035
internal_count=678013 37426 237 205 77 37189 11005 281 244 40 204 134 26184 16759 9425 9463 3741 104 3637 598 575 62 3039 957 750 393 275 139 5722 2035
cat_boundaries=0 1 2 3 4 5
cat_threshold=270880 2 2 2 32
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=6
split_feature=5 13 11 12 13 11 12 11 12 11 13 12 11 14 11 12 12 11 14 12 13 11 12 12 12 12 11 11 12 12
split_gain=140622 1.21526e+06 1.55915e+07 520048 1.3621e+06 1.81522e+06 419406 939648 343364 395670 335641 389235 681798 254896 319711 346699 254536 631376 227210 224450 164863 159009 182075 158037 165387 154001 167751 152936 228657 142421
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 8.5000000000000018 1 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 7.5000000000000009 1.5000000000000002 2 11.500000000000002 2.5000000000000004 3 2.5000000000000004 10.500000000000002 1.0000000180025095e-35 3.5000000000000004 4 16.500000000000004 5 3.5000000000000004 4.5000000000000009 4.5000000000000009 10.500000000000002 6.5000000000000009 3.5000000000000004 2.5000000000000004 6.5000000000000009 4.5000000000000009
decision_type=2 9 2 2 9 2 2 2 2 2 9 2 2 1 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 -6 7 -4 16 -10 11 12 -5 19 -15 -16 17 -3 23 -12 -18 -20 -23 -8 -25 26 29 -22 -29 -7
right_child=1 3 6 10 5 25 18 -9 9 -11 13 -13 -14 14 15 -17 20 -19 21 -21 27 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0035648169647744445 86.403414908322418 -1.337213653239651 24.309750088778411 0.67249938332757297 -28.336600497790744 -4.7290080904960634 7.156342662464489 -3.5314123083043985 -16.799391592873469 -2.6567855255023858 -2.0228234169213901 0.50802323988505771 19.622079967049991 -0.30107328788901977 13.635615817705791 2.1911806328296666 -3.2030813546614212 14.853702771985855 -10.012890872439824 1.1438190599649154 -1.2876534285245242 5.9018899826776412 -5.0437390206076884 -3.8158668428308822 1.5410662182216539 -10.042237804830075 -9.3225368032650078 3.9222723970413207 -6.5904687225818641 2.3358391353062222
leaf_weight=673966 22 69 22 43 42 89 33 27 27 74 1286 175 34 458 36 100 210 37 37 271 286 21 55 85 179 64 49 150 24 42
leaf_count=673966 22 69 22 43 42 89 33 27 27 74 1286 175 34 458 36 100 210 37 37 271 286 21 55 85 179 64 49 150 24 42
internal_value=0 -0.58767 4.08159 -1.22549 -2.9648 -8.82575 0.224804 8.9687 -0.942101 -6.43748 -0.388804 2.99608 9.03985 -0.795589 0.963146 5.22059 -0.238992 4.31433 -0.820199 -1.47166 -0.959369 -4.63666 -2.01929 0.631857 -0.183704 -5.82903 -4.331 0.131704 2.47224 -2.46394
internal_weight=0 4047 481 3566 1163 286 459 49 877 101 2403 252 77 2151 594 136 776 106 410 1557 670 113 76 297 264 244 180 460 174 131
internal_count=678013 4047 481 3566 1163 286 459 49 877 101 2403 252 77 2151 594 136 776 106 410 1557 670 113 76 297 264 244 180 460 174 131
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=37 1740824 330048 2 2 1052672
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=11
split_feature=8 13 12 12 11 14 12 13 12 12 12 13 14 11 14 11 11 12 11 13 14 12 12 13 12 13 12 14 11 11
split_gain=138042 1.35122e+06 1.14792e+06 1.13958e+06 3.32721e+06 1.3699e+07 1.25814e+07 999633 2.38451e+06 2.41435e+06 927677 2.43864e+06 9.05629e+06 1.64508e+07 1.61971e+06 1.5589e+06 2.62125e+06 901360 1.17478e+06 1.61041e+06 3.83919e+06 3.81362e+06 7.69612e+06 871230 761839 5.74764e+06 1.29915e+07 2.89873e+07 3.97731e+07 2.78822e+07
threshold=1.0000000180025095e-35 0 20.500000000000004 13.500000000000002 3.5000000000000004 1 14.500000000000002 2 14.500000000000002 17.500000000000004 1.0000000180025095e-35 3 4 2.5000000000000004 5 3.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 6 7 2.5000000000000004 1.5000000000000002 8 2.5000000000000004 9 1.5000000000000002 10 2.5000000000000004 3.5000000000000004
decision_type=2 9 2 2 2 1 2 9 2 2 2 9 1 2 1 2 2 2 2 9 1 2 2 9 2 9 2 1 2 2
left_child=-1 2 3 10 -5 7 -7 8 -6 -10 11 12 -2 -14 -13 16 -16 18 23 20 21 22 -20 -12 25 26 -3 28 -28 -30
right_child=1 24 -4 4 5 6 -8 -9 9 -11 17 14 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0088889514080829658 -21.007690404256184 -0.25954060130200146 21.191021939723388 0.081956258805113175 -36.863249104817712 -120.26617773146857 -13.208831671009893 -0.073374991734390674 3.8491443221633497 -35.309971466064454 4.8528388875518917 6.5514230169788492 -7.1708033898602368 79.392087032113764 0.4401310813042425 4.1770229941920229 -28.757387461427783 -0.48048704232083206 1.9307875860305062 -3.2145438984792785 0.98726422718201567 -4.0438541713513834 -75.509335604580968 -2.0498756516774495 0.033052075121365009 -0.86205890498580906 -3.8356390058994294 -0.22773721454948781 185.10343322753909 48.461209869384767
leaf_weight=652834 45 472 23 613 30 21 23 197 74 20 253 155 46 42 62 76 61 6494 21 1113 87 38 33 590 12288 2047 44 151 32 28
leaf_count=652834 45 472 23 613 30 21 23 197 74 20 253 155 46 42 62 76 61 6494 21 1113 87 38 33 590 12288 2047 44 151 32 28
internal_value=0 -0.22973 -1.12292 -1.17488 -4.41882 -11.9776 -64.3044 -4.80514 -11.3975 -4.48258 -0.826854 3.41946 14.4005 34.1433 -1.08239 -7.08271 -14.0399 -1.06651 -2.84899 -4.74378 -13.3282 -28.3144 -45.3937 0.0550074 0.370717 1.86781 9.43631 27.7532 68.3794 121.337
internal_weight=0 25179 10117 10094 978 365 44 321 124 94 9116 487 133 88 354 199 123 8629 2135 1292 179 92 54 843 15062 2774 727 255 104 60
internal_count=678013 25179 10117 10094 978 365 44 321 124 94 9116 487 133 88 354 199 123 8629 2135 1292 179 92 54 843 15062 2774 727 255 104 60
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=3770511 2 1048576 2184 2 2 524292 2 1048580 131104 2
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=6
split_feature=14 9 13 12 11 13 11 12 12 12 12 11 13 12 12 12 13 12 12 11 12 12 11 12 11 12 11 13 11 12
split_gain=126406 734476 2.56342e+06 5.06966e+06 2.76995e+06 5.07708e+06 7.35961e+06 1.54562e+07 1.84602e+07 2.64991e+06 8.51535e+06 9.51624e+06 1.22902e+06 2.25334e+06 4.31493e+06 1.54255e+06 4.38824e+06 7.0246e+06 2.40121e+07 7.41439e+06 1.65856e+06 1.76563e+06 2.99232e+06 3.55379e+06 1.72368e+07 2.10042e+06 3.16615e+06 1.14294e+06 1.05765e+06 5.40595e+06
threshold=0 1.0000000180025095e-35 1 4.5000000000000009 2.5000000000000004 2 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 3 8.5000000000000018 7.5000000000000009 13.500000000000002 4 17.500000000000004 15.500000000000002 3.5000000000000004 11.500000000000002 8.5000000000000018 1.5000000000000002 9.5000000000000018 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 5 2.5000000000000004 6.5000000000000009
decision_type=1 2 9 2 2 9 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2
left_child=1 -1 3 4 5 6 9 8 -8 -3 11 -11 13 14 28 20 17 18 -17 -20 21 27 23 24 -23 -25 -27 -14 -5 -30
right_child=-2 2 -4 12 -6 -7 7 -9 -10 10 -12 -13 15 -15 -16 16 -18 -19 19 -21 -22 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.076383539122683974 0.044084999456569282 -4.4982774532542509 -0.64973495688467664 -1.3025264812651134 2.2879527086348044 0.36748377285352568 66.368163075166592 59.928946776031175 -0.73554015091161418 10.366354983460671 -8.0377353668212894 81.345306803385427 1.9169381198909996 0.5242637963347383 37.106861475164244 -0.92948066592216494 0.30773108692265577 -6.2508481581314754 40.286184268527563 105.40341617359834 -4.6892953951247618 -4.5017846107482908 -0.13495152236517263 -3.470613339581067 82.779610290527344 25.245875323902478 -4.2576545715332035 -3.5742362482088121 -7.5071132953350359 53.620255030756418
leaf_weight=327926 332136 170 8715 105 1016 400 51 93 209 51 90 30 521 455 55 128 1771 115 36 34 965 64 1123 158 35 88 62 1349 39 23
leaf_count=327926 332136 170 8715 105 1016 400 51 93 209 51 90 30 521 455 55 128 1771 115 36 34 965 64 1123 158 35 88 62 1349 39 23
internal_value=0 -0.042289 0.580544 1.74024 6.04768 9.53935 14.6099 24.9418 12.4271 4.34293 13.1324 36.6549 0.467257 4.48783 12.8135 0.0381686 2.27652 12.9913 24.8235 71.9146 -1.03041 0.00806888 2.5274 9.87341 26.3553 4.57567 13.0511 -2.0532 4.81271 15.1692
internal_weight=0 345877 17951 9236 2110 1094 694 353 260 341 171 81 7126 677 222 6449 2084 313 198 70 4365 3400 1530 407 99 308 150 1870 167 62
internal_count=678013 345877 17951 9236 2110 1094 694 353 260 341 171 81 7126 677 222 6449 2084 313 198 70 4365 3400 1530 407 99 308 150 1870 167 62
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 1140766 1048592 73734 1048576 18440
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=7
split_feature=12 11 13 12 6 13 14 11 12 12 11 12 8 13 12 12 11 12 11 12 14 12 12 13 12 6 14 11 12 11
split_gain=130935 699913 1.69074e+06 3.33587e+06 4.44032e+06 9.98842e+06 1.7195e+07 7.23675e+07 1.83541e+08 6.90536e+06 3.89846e+06 2.6926e+06 1.87593e+06 3.77425e+06 9.79892e+06 4.00724e+07 1.02612e+07 5.30637e+06 4.69309e+06 3.39756e+06 2.92013e+06 1.6247e+06 1.51446e+06 5.88905e+06 9.90664e+06 3.90725e+07 5.16098e+07 9.16144e+07 6.30943e+06 4.94844e+06
threshold=3.5000000000000004 1.5000000000000002 0 6.5000000000000009 1.0000000180025095e-35 1 2 1.0000000180025095e-35 5.5000000000000009 5.5000000000000009 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 3 12.500000000000002 11.500000000000002 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 9.5000000000000018 4 12.500000000000002 12.500000000000002 5 13.500000000000002 1.0000000180025095e-35 6 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35
decision_type=2 2 9 2 2 9 1 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 9 2 2 1 2 2 2
left_child=-1 2 22 4 -4 6 7 8 11 -8 -11 -6 -5 14 15 16 19 -18 -16 -14 -19 -15 -2 24 25 -24 27 -27 29 -25
right_child=1 -3 3 12 5 -7 9 -9 -10 10 -12 -13 13 21 18 -17 17 20 -20 -21 -22 -23 23 28 -26 26 -28 -29 -30 -31
leaf_value=-0.05965508500450567 -0.61509127756421933 0.11233945133189011 1.0283800531215626 -0.34005464302813576 -10.840903109888878 -2.8995494939551367 11.987205407179571 -1.140060895160564 300.25374536514283 -25.68523062373815 0.60497945779329776 28.643188535250154 -6.4173075708849687 -4.3863501245093275 -54.066786361875984 142.87449998121994 0.75474189935728564 23.311417095477765 0.41348486244678501 -59.23261006673178 69.464097121666214 9.8600068295901693 2.3187887716414362 1.3693186477034838 -1.1150656097850766 -0.71515963181205422 -0.079204085500616778 -194.45293932694656 -0.11197746277269648 7.3106673370384545
leaf_weight=238408 68449 313653 5046 17147 31 624 439 206 32 89 154 39 29 327 21 26 43 26 64 21 29 106 394 3937 2198 46 95 52 24105 2177
leaf_count=238408 68449 313653 5046 17147 31 624 439 206 32 89 154 39 29 327 21 26 43 26 64 21 29 106 394 3937 2198 46 95 52 24105 2177
internal_value=0 0.0323802 -0.166739 0.578704 2.4887 7.05423 13.2238 32.9685 101.854 4.50083 -9.02395 11.1574 -0.134047 4.97058 14.2335 28.3779 8.26367 27.0715 -13.0463 -28.5997 47.6465 -0.878501 -0.346772 0.209606 -4.18221 -15.7383 -52.6009 -103.515 0.615539 3.48484
internal_weight=0 439605 125952 24499 6660 1614 990 308 102 682 243 70 17839 692 259 174 148 98 85 50 55 433 101453 33004 2785 587 193 98 30219 6114
internal_count=678013 439605 125952 24499 6660 1614 990 308 102 682 243 70 17839 692 259 174 148 98 85 50 55 433 101453 33004 2785 587 193 98 30219 6114
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=3885109 4544 2 4096 2 131073 2
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=10
split_feature=8 13 12 13 14 11 11 12 14 12 12 14 11 14 13 11 13 12 12 11 12 12 11 12 11 14 12 12 12 13
split_gain=126442 1.08933e+06 1.13964e+06 2.03847e+06 5.1303e+06 8.68158e+06 1.26481e+06 1.40902e+06 2.76392e+06 3.66814e+06 1.42819e+06 3.53664e+06 1.06679e+07 1.05446e+06 793067 791163 748416 1.58484e+07 3.9922e+07 2.48603e+06 6.10114e+06 739877 868871 722123 2.44802e+06 3.74496e+07 1.34579e+08 2.35389e+08 4.74351e+06 6.8963e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 2 2.5000000000000004 2.5000000000000004 2.5000000000000004 3 1.5000000000000002 13.500000000000002 4 3.5000000000000004 5 6 3.5000000000000004 7 2.5000000000000004 1.5000000000000002 3.5000000000000004 5.5000000000000009 12.500000000000002 3.5000000000000004 10.500000000000002 3.5000000000000004 8 14.500000000000002 12.500000000000002 12.500000000000002 9
decision_type=2 9 2 9 1 2 2 2 1 2 2 1 2 1 9 2 9 2 2 2 2 2 2 2 2 1 2 2 2 9
left_child=-1 2 3 4 -2 -6 -4 8 9 -8 21 14 -13 -5 -12 -11 17 18 -3 -19 -21 -9 -23 -18 28 -26 27 -27 29 -25
right_child=1 16 6 13 5 -7 7 10 -10 15 11 12 -14 -15 -16 -17 23 19 -20 20 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0084929757184124891 -12.197268850008648 -27.164415993561615 0.037917597828999811 5.9007154984563073 -4.6188411370301861 60.181879910555757 -1.0212010564475225 -1.35718417895897 -1.0996865697121352 -29.980792284984979 4.5070087334464404 -0.006940245973891106 -67.158711496988929 -7.0329922020012603 -4.983648640627778 -15.245173947564489 -0.25310071249780175 -0.877435814216733 119.73509572003339 -68.552626037597662 -0.61910516543266103 -1.5770275930079019 13.165886793381128 18.311825163667557 -3.609112689586786 -2.3310084388369607 -151.70160899692112 287.61306382133847 -2.946001061287971 0.89009459668939772
leaf_weight=652834 45 37 3450 114 39 44 116 3215 356 98 111 69 36 141 334 58 12126 256 37 20 39 82 78 281 715 84 27 42 2072 1057
leaf_count=652834 45 37 3450 114 39 44 116 3215 356 98 111 69 36 141 334 58 12126 256 37 20 39 82 78 281 715 84 27 42 2072 1057
internal_value=0 -0.21988 -1.14988 4.1776 13.9057 29.7333 -1.40627 -2.5006 -6.89854 -14.4882 -1.79693 -6.52222 -23.0304 -1.20366 -2.62703 -24.5022 0.245078 4.52455 46.2853 -5.14229 -23.6474 -1.02688 5.61014 0.140901 1.25803 5.99941 50.902 94.317 0.0511313 4.69243
internal_weight=0 25179 8386 383 128 83 8003 4553 628 272 3925 550 105 255 445 156 16793 389 74 315 59 3375 160 16404 4278 868 153 126 3410 1338
internal_count=678013 25179 8386 383 128 83 8003 4553 628 272 3925 550 105 255 445 156 16793 389 74 315 59 3375 160 16404 4278 868 153 126 3410 1338
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=3770510 524416 2 2 2 2 524420 32 2 20481
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=1
split_feature=11 14 6 12 1 12 7 12 12 12 3 12 6 10 12 12 12 12 12 12 12 12 4 12 12 12 0 1 2 0
split_gain=124469 786383 1.35149e+06 1.47832e+06 6.73844e+06 6.50008e+06 1.73054e+07 1.27815e+06 1.87513e+06 1.61028e+06 1.18315e+06 1.71113e+06 916168 733913 4.42756e+06 588800 484619 503377 456853 453816 1.4738e+06 411874 356827 372662 836518 1.13334e+06 2.30884e+06 1.0899e+06 682446 354509
threshold=4.5000000000000009 0 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 7.5000000000000009 17.500000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 18.500000000000004 15.500000000000002 14.500000000000002 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 17.500000000000004 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 21 13 -7 9 16 12 22 -12 -3 18 -15 -10 17 -9 -2 -13 -21 -5 23 24 25 29 -27 -26 -25 -11
right_child=1 7 -4 4 -6 6 -8 8 15 10 11 19 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 28 27 26 -28 -29 -30 -31
leaf_value=0.0071048349860645668 0.8323983616864542 -1.1025851140356369 -3.4216670607797113 -6.801093130057815 -59.919713384454909 3.2248152414957683 72.963270152698868 -3.5234215420101211 29.859934670584547 1.0429246178988751 10.041519568948186 0.65662949543926741 8.409830389290212 0.099503007368607954 37.862181636265348 6.450166494196111 4.2790593460202215 -13.501684287742334 -0.89765665810854045 17.105372662611412 -3.9964525838052078 -0.44814414859621854 -6.5003758479808944 2.9841865771856066 -4.6433515672853005 2.208093316871 25.096787312825523 18.327365909923209 19.28155234200614 -7.0702678973858175
leaf_weight=660059 1874 1884 1582 177 22 186 44 793 21 174 493 473 107 275 35 22 74 54 8228 71 62 241 58 312 338 166 60 22 28 78
leaf_count=660059 1874 1884 1582 177 22 186 44 793 21 174 493 473 107 275 35 22 74 54 8228 71 62 241 58 312 338 166 60 22 28 78
internal_value=0 -0.259751 -0.68749 -0.297175 -5.97734 -0.0623252 16.5661 0.764235 -2.52858 1.498 3.27956 5.66675 -0.59137 -0.429645 4.36303 17.8828 -3.48156 -4.15958 -0.576718 2.10773 7.26843 -3.13827 1.15697 1.53399 0.40106 3.14297 8.28474 -3.23959 4.32632 -1.4683
internal_weight=0 17954 12664 11082 440 10642 230 5290 964 4326 2335 1099 1991 10412 310 43 921 847 10102 606 133 418 1236 1178 838 478 226 360 340 252
internal_count=678013 17954 12664 11082 440 10642 230 5290 964 4326 2335 1099 1991 10412 310 43 921 847 10102 606 133 418 1236 1178 838 478 226 360 340 252
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=13
split_feature=7 13 11 12 12 12 11 13 12 14 14 14 12 13 12 13 14 11 11 11 11 14 11 14 13 12 12 11 13 14
split_gain=116079 576459 1.00765e+06 1.05967e+06 1.41095e+06 2.12594e+06 2.9463e+06 4.12146e+06 6.98601e+06 1.53356e+07 1.31963e+06 1.21185e+06 824733 6.96148e+06 2.03698e+06 4.45543e+06 9.3218e+06 9.29029e+06 1.57587e+07 1.28315e+06 3.84431e+06 2.89999e+06 2.10729e+06 2.94458e+06 1.14553e+06 2.96387e+06 3.10091e+06 1.52669e+07 2.57676e+07 3.40387e+07
threshold=1.0000000180025095e-35 0 3.5000000000000004 2.5000000000000004 9.5000000000000018 6.5000000000000009 2.5000000000000004 1 7.5000000000000009 2 3 4 1.5000000000000002 5 1.0000000180025095e-35 6 7 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 8 3.5000000000000004 9 10 3.5000000000000004 4.5000000000000009 2.5000000000000004 11 12
decision_type=2 9 2 2 2 2 2 9 2 1 1 1 2 9 2 9 1 2 2 2 2 1 2 1 9 2 2 2 9 1
left_child=-1 12 3 -3 5 10 -7 8 9 -8 -5 -10 13 14 -2 16 -16 -18 -19 20 -17 -22 23 -21 -14 -26 27 -27 29 -29
right_child=1 2 -4 4 -6 6 7 -9 11 -11 -12 -13 24 -15 15 19 17 18 -20 22 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.01206305719091328 2.1156239175006171 -2.5384379481014454 0.70320827948025189 -3.3506441091070109 -1.8530079334949012 0.14397911967885807 78.773438781738292 1.6805592091567361 -2.3876927750833921 4.0662228193439418 0.79010910967620473 13.692486109878079 0.94167835687324419 -2.02711012985761 -7.4174458906385645 2.2518278367234847 -10.760007756255394 61.065510231207227 -4.3235090309718869 16.694567269749111 -3.6516404833112448 33.297726212848318 16.554528132351962 -5.7141775131225589 -3.1075899859135734 -1.9699788820721111 -0.18793774670450047 2.265654402838813 -2.1975194204770605 85.190358512184844
leaf_weight=624618 724 2888 6171 1208 3537 994 50 399 89 61 2121 99 12536 2258 90 243 43 121 53 72 28 88 77 316 3120 1062 14497 90 250 110
leaf_count=624618 724 2888 6171 1208 3537 994 50 399 89 61 2121 99 12536 2258 90 243 43 121 53 72 28 88 77 316 3120 1062 14497 90 250 110
internal_value=0 0.141554 -0.326609 -0.88211 -0.323162 0.754525 3.6408 8.6205 17.2484 37.7181 -0.712453 6.08006 0.372063 1.70434 6.22382 8.90867 19.0206 30.8622 41.1482 4.85153 9.40153 24.3789 1.44307 -1.55585 0.19913 -0.287833 0.261531 4.57102 20.0078 45.5945
internal_weight=0 53395 17617 11446 8558 5021 1692 698 299 111 3329 188 35778 4113 1855 1131 307 217 174 824 359 116 465 388 31665 19129 16009 1512 450 200
internal_count=678013 53395 17617 11446 8558 5021 1692 698 299 111 3329 188 35778 4113 1855 1131 307 217 174 824 359 116 465 388 31665 19129 16009 1512 450 200
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=514456 1048576 2 2 2 331792 69632 2 2 2 149768 16 2
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=9
split_feature=13 12 12 1 14 11 6 14 11 12 12 13 12 3 0 11 1 14 12 12 12 3 14 12 11 11 14 13 13 12
split_gain=125841 446693 922640 1.737e+07 4.1528e+07 1.7674e+06 661009 618400 703809 2.02983e+06 3.84808e+06 455503 671867 503201 449404 374803 1.97328e+06 5.79419e+06 2.05685e+06 365943 1.5381e+06 5.18571e+06 4.10865e+07 9.29865e+07 1.83902e+08 1.85783e+06 1.80663e+06 2.32285e+06 3.00516e+06 8.41422e+06
threshold=0 18.500000000000004 17.500000000000004 1.0000000180025095e-35 1 2.5000000000000004 1.0000000180025095e-35 2 1.0000000180025095e-35 20.500000000000004 23.500000000000004 3 19.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 4 19.500000000000004 12.500000000000002 10.500000000000002 1.0000000180025095e-35 5 11.500000000000002 1.5000000000000002 2.5000000000000004 6 7 8 11.500000000000002
decision_type=9 2 2 2 1 2 2 1 2 2 2 9 2 2 2 2 2 1 2 2 2 2 1 2 2 2 1 9 9 2
left_child=-1 2 19 -4 -5 -6 11 -8 9 -9 -11 12 14 15 -3 -13 -17 18 -18 20 -2 26 25 24 -24 -23 27 -22 -29 -30
right_child=1 6 3 4 5 -7 7 8 -10 10 -12 13 -14 -15 -16 16 17 -19 -20 -21 21 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.029494619257951889 0.029335057594036065 5.7221293354707381 0.11446741954627263 -108.83385204393038 -2.6146061460177106 33.531528183721726 0.68610811225005564 0.69638384069715231 -1.7835915030490452 -58.485107285635813 2.8048598295450216 0.38006777160594335 2.2921361113475132 12.769643469193044 21.946586142088236 1.2646342603241065 20.609919929504397 -1.5634281335875047 61.594807725906371 -0.29929763817348215 -0.8146344886296375 -21.366721457182763 -32.388453414223413 -8.9329645613829296 372.02400889189352 -3.3870776987423863 -0.42322738638986657 2.0797863792181155 20.497700752640327 -1.3469769887544298
leaf_weight=461352 172034 31 1851 49 24 31 700 56 277 21 20 1717 121 39 38 1101 24 86 25 24659 2184 99 22 72 23 137 6281 4233 342 364
leaf_count=461352 172034 31 1851 49 24 31 700 56 277 21 20 1717 121 39 38 1101 24 86 25 24659 2184 99 22 72 23 137 6281 4233 342 364
internal_value=0 0.0628934 0.0425712 -2.11982 -41.8859 17.7587 1.07727 -1.06785 -4.35066 -11.6814 -28.5876 1.80129 6.44352 1.48002 14.6573 1.33593 2.66377 14.0745 41.5206 0.062659 0.1107 1.12818 13.0921 61.5456 174.311 -10.9294 0.813104 1.90329 3.10051 9.10603
internal_weight=0 216661 212405 1955 104 55 4256 1074 374 97 41 3182 190 2992 69 2953 1236 135 49 210450 185791 13757 353 117 45 236 13404 7123 4939 706
internal_count=678013 216661 212405 1955 104 55 4256 1074 374 97 41 3182 190 2992 69 2953 1236 135 49 210450 185791 13757 353 117 45 236 13404 7123 4939 706
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=3283350 2 2 544 2 2 2 336424 540673
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=5
split_feature=13 5 12 12 11 12 12 3 12 13 12 14 11 12 3 11 11 12 14 11 2 12 12 2 14 8 11 8 11 2
split_gain=116967 1.05418e+06 1.59014e+07 3.2517e+07 516327 1.20722e+06 515666 1.42993e+07 1.22055e+08 6.52661e+06 1.01163e+07 2.41836e+06 2.9136e+06 1.24215e+06 1.4649e+06 1.3129e+06 1.28447e+06 1.92947e+06 5.64683e+06 1.83686e+07 1.28302e+06 1.27971e+06 1.56772e+06 7.80398e+06 2.7212e+07 5.22576e+06 3.55264e+07 2.75281e+06 2.2992e+06 1.83273e+06
threshold=0 1.0000000180025095e-35 8.5000000000000018 5.5000000000000009 1.0000000180025095e-35 13.500000000000002 10.500000000000002 1.0000000180025095e-35 11.500000000000002 1 12.500000000000002 2 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 4.5000000000000009 3 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 4 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2
left_child=1 6 3 -3 5 -4 13 -8 -9 10 -10 -11 -13 14 15 -1 17 -16 -19 -20 -15 22 25 27 -25 29 -27 -24 -29 -17
right_child=-2 2 4 -5 -6 -7 7 8 9 11 -12 12 -14 20 16 21 -18 18 19 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.32872383836272917 -0.010645832665933604 -9.703053727643244 -22.917196461211805 156.04152877807618 -1.045429565423905 0.38914998743845075 0.098958515166417751 174.25115463627711 -82.221633336760789 2.9096042489683307 -7.5823941047948145 6.1426140441894539 55.460219665195638 -0.80624677680749368 0.35025950316895238 0.66817143934340706 -1.5509236969675801 -4.7707488764112247 -2.1204145366862668 96.233720697675437 -8.0151698873919468 -0.9030792530192886 4.4880236099250155 119.10550886300894 -7.0236162261962889 -7.5127750427246101 101.80993075248523 -2.6280047346333988 -31.387773351536858 -11.821183006550239
leaf_weight=3639 636020 29 43 20 134 46 11978 45 22 111 104 25 23 10214 3286 2625 5294 107 59 28 253 1204 2183 26 50 125 39 122 36 123
leaf_count=3639 636020 29 43 20 134 46 11978 45 22 111 104 25 23 10214 3286 2625 5294 107 59 28 253 1204 2183 26 50 125 39 122 36 123
internal_value=0 0.161651 6.36697 57.9478 -4.96693 -10.8712 0.121235 0.664714 21.1999 -2.96606 -19.0989 10.3676 29.774 -0.106187 0.376838 1.1935 -0.569942 0.922391 10.6132 29.5338 -0.980495 2.0414 2.70666 4.5893 36.1258 1.14404 18.4847 3.56548 -9.18086 0.10915
internal_weight=0 41993 272 49 223 89 41721 12308 330 285 126 159 48 29413 18946 10172 8774 3480 194 87 10467 6533 5329 2417 76 2912 164 2341 158 2748
internal_count=678013 41993 272 49 223 89 41721 12308 330 285 126 159 48 29413 18946 10172 8774 3480 194 87 10467 6533 5329 2417 76 2912 164 2341 158 2748
cat_boundaries=0 1 2 3 4 5
cat_threshold=336416 65568 2 2 2
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=7
split_feature=5 13 12 12 11 13 12 14 12 12 11 14 12 11 12 11 11 12 12 13 11 12 12 12 13 12 11 12 13 12
split_gain=133690 648655 4.08247e+06 3.72298e+07 1.28366e+06 1.09466e+06 1.22137e+06 1.02409e+06 607135 649431 473064 437878 743953 898939 504271 1.15284e+06 357185 349082 458474 252485 333648 2.2363e+06 360529 211364 289447 379333 457283 229884 226096 283149
threshold=1.0000000180025095e-35 0 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 1 8.5000000000000018 2 8.5000000000000018 6.5000000000000009 2.5000000000000004 3 13.500000000000002 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 17.500000000000004 4 3.5000000000000004 1.5000000000000002 1.5000000000000002 10.500000000000002 5 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 6 12.500000000000002
decision_type=2 9 2 2 2 9 2 1 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 9 2
left_child=-1 2 3 7 5 6 -3 16 9 -7 -9 12 13 -4 15 -13 -2 -8 -19 20 21 -6 -22 24 27 26 -26 -21 29 -25
right_child=1 4 11 -5 19 8 17 10 -10 -11 -12 14 -14 -15 -16 -17 -18 18 -20 23 22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=0.0034658492105525286 -1.175954287702387 -37.842993454706104 -15.241903746405313 119.25950740945751 34.723379689996897 -4.5773002054264298 -3.4332073324256474 -3.3904847666796516 0.42715678680688146 -23.748280209551254 -17.347244868558999 -4.310501506593492 0.22474408558839878 -3.3456369561913579 -1.5116142488408972 20.356147422790528 10.322074813842775 -23.971605956938959 -4.8348469779604955 -3.4028738350721834 -10.088004259381975 0.81747054138353892 0.60692103834182309 12.493826688874153 -1.1599828610053429 -2.0255818315680423 13.384058648186761 -11.050049044887224 -0.59570169689949981 1.2164225296129156
leaf_weight=673966 44 21 86 29 22 67 36 85 176 24 34 36 338 243 135 40 70 31 21 114 35 168 317 31 52 736 37 60 880 79
leaf_count=673966 44 21 86 29 22 67 36 85 176 24 34 36 338 243 135 40 70 31 21 114 35 168 317 31 52 736 37 60 880 79
internal_value=0 -0.573012 1.44218 12.4097 -1.36355 -6.82023 -14.8147 -0.889246 -2.89335 -9.63338 -7.37813 -1.81416 -3.07021 -6.4553 2.1564 8.67195 5.88424 -11.0028 -16.2433 -0.558306 1.3416 4.74342 -0.456495 -1.07736 -2.10898 -1.2646 4.88642 -5.71158 -0.0472409 4.02838
internal_weight=0 4047 1140 262 2907 376 109 233 267 91 119 878 667 329 211 76 114 88 52 2531 542 190 352 1989 999 825 89 174 990 110
internal_count=678013 4047 1140 262 2907 376 109 233 267 91 119 878 667 329 211 76 114 88 52 2531 542 190 352 1989 999 825 89 174 990 110
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=52 313345 2 2 2049 24896 33096
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=1
split_feature=11 14 6 12 12 7 1 12 12 12 3 12 6 10 12 0 7 12 12 12 12 12 12 4 12 0 3 12 12 12
split_gain=110437 630059 1.10438e+06 1.17608e+06 5.28302e+06 1.39865e+07 5.09129e+06 1.07149e+06 1.43917e+06 1.30049e+06 963562 1.38601e+06 742225 592624 3.57841e+06 475224 437301 1.13792e+06 519633 376466 367591 1.19378e+06 332523 765031 496925 1.26317e+06 714282 404721 1.04384e+06 318478
threshold=4.5000000000000009 0 1.0000000180025095e-35 15.500000000000002 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 15.500000000000002 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 12.500000000000002 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 5.5000000000000009 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 9.5000000000000018 17.500000000000004
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 13 -6 29 9 16 12 -11 -12 -3 19 -15 -10 18 -18 -9 -2 -13 -22 23 -21 25 -24 -26 -28 -29 -5
right_child=1 7 -4 6 5 -7 -8 8 15 10 11 20 -14 14 -16 -17 17 -19 -20 22 21 -23 24 -25 26 -27 27 28 -30 -31
leaf_value=0.0066777371481560877 0.7505828273207299 -0.99407875988387251 -3.0991636840492376 -6.094130563466563 2.9319165506670553 65.627273004705259 -52.229362349076702 -4.2849256648573766 11.119949672912298 1.0292439480815505 9.0363584230202445 0.58995745862513216 7.567838201790213 0.077359481811523439 34.026251286097938 -5.1906210086562421 -1.6060515292855198 -28.435148723602296 2.5586745646462514 -1.3128589030324125 15.393825874865895 -3.5978162765502932 -0.45813451431415697 12.394655067746234 -1.6734904383141533 8.6322811594425044 -3.8489314641952519 19.224111857312792 2.1317388470540912 -0.50772291065746333
leaf_weight=660059 1874 1884 1582 177 186 44 22 645 95 1236 493 473 107 275 35 22 43 25 134 5871 71 62 486 41 1361 223 50 47 149 241
leaf_count=660059 1874 1884 1582 177 186 44 22 645 95 1236 493 473 107 275 35 22 43 25 134 5871 71 62 486 41 1361 223 50 47 149 241
internal_value=0 -0.244687 -0.627558 -0.274727 -0.0652558 14.9258 -5.34106 0.671886 -2.343 1.34372 2.94476 5.09906 -0.533946 -0.396407 3.9103 8.053 -3.77905 -11.4697 -3.10772 -0.528567 1.89595 6.54058 -0.819904 -1.2178 0.195786 2.40105 -0.777165 4.18177 6.23042 -2.87326
internal_weight=0 17954 12664 11082 10642 230 440 5290 964 4326 2335 1099 1991 10412 310 117 847 68 779 10102 606 133 8228 5912 2316 709 1607 246 196 418
internal_count=678013 17954 12664 11082 10642 230 440 5290 964 4326 2335 1099 1991 10412 310 117 847 68 779 10102 606 133 8228 5912 2316 709 1607 246 196 418
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=6
split_feature=5 14 13 11 11 13 12 13 11 12 11 13 11 11 12 12 12 12 11 12 12 12 12 13 12 11 12 12 12 11
split_gain=107150 562844 4.42477e+06 2.81419e+07 846677 919719 651279 632192 1.54753e+06 2.81856e+06 574385 548596 612647 1.98947e+06 1.47361e+06 1.22997e+06 287733 235921 275012 189268 179950 805624 134466 142784 423357 971126 344613 230322 843004 158171
threshold=1.0000000180025095e-35 0 1 1.0000000180025095e-35 1.5000000000000002 2 8.5000000000000018 3 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 4 3.5000000000000004 2.5000000000000004 2.5000000000000004 8.5000000000000018 8.5000000000000018 3.5000000000000004 2.5000000000000004 11.500000000000002 10.500000000000002 11.500000000000002 25.500000000000004 5 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 16.500000000000004 17.500000000000004 4.5000000000000009
decision_type=2 1 9 2 2 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=-1 7 3 -3 5 20 10 8 9 -2 -7 12 13 -6 -15 -16 -13 -5 -19 -8 -4 -22 23 24 25 -9 -25 29 -29 -28
right_child=1 2 4 17 11 6 19 22 -10 -11 -12 16 -14 14 15 -17 -18 18 -20 -21 21 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=0.0030999288103760359 -41.915568070411688 95.236892937289355 -3.7553285264748113 4.67549526398642 0.10486456317746121 -30.777028693700277 -1.8871962314181858 -8.5840512752532963 -1.6771742950690669 2.6201594458685982 -11.364533134187973 -6.6625239192393799 -3.030656015134491 39.17522429656983 -7.6761479253354281 23.060810356140138 -0.24874681866630005 0.21319430125387095 -9.0103308930688968 -11.405068291761937 18.815035179528323 -2.5557977568462826 4.5560652235481482 -13.302869959977958 -0.66877067041379235 19.679521819083924 -2.7171964328985485 18.367738546774941 -2.8916226493138257 1.3451719885473854
leaf_weight=673966 30 36 135 57 184 27 45 20 163 27 35 114 113 25 23 30 181 95 49 39 22 89 45 26 1501 31 702 26 66 111
leaf_count=673966 30 36 135 57 184 27 45 20 163 27 35 114 113 25 23 30 181 95 49 39 22 89 45 26 1501 31 702 26 66 111
internal_value=0 -0.512995 1.20227 13.2542 -1.59704 -5.30348 -11.2722 -1.32381 -6.34827 -20.8197 -19.8184 0.547662 3.04282 5.77843 19.1622 9.72213 -2.63787 -0.769898 -2.92537 -6.30621 -1.25197 1.67986 -0.858052 -0.959629 -0.361998 8.59577 -1.93126 -1.6259 3.11646 -2.16256
internal_weight=0 4047 1299 237 1062 392 146 2748 220 57 62 670 375 262 78 53 295 201 144 84 246 111 2528 2483 1552 51 931 905 92 813
internal_count=678013 4047 1299 237 1062 392 146 2748 220 57 62 670 375 262 78 53 295 201 144 84 246 111 2528 2483 1552 51 931 905 92 813
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 131108 1576976 278564 548881 1673616
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=10
split_feature=13 6 12 11 12 14 13 11 13 13 11 11 12 3 14 13 12 13 12 11 11 13 11 12 12 11 11 13 12 11
split_gain=108935 597424 2.60966e+06 5.32164e+06 1.20119e+07 6.65927e+06 2.02479e+07 4.17702e+07 1.48419e+07 2.67398e+06 2.4665e+06 1.94843e+06 1.15213e+06 1.90399e+06 6.03967e+06 1.98654e+07 1.88279e+08 3.89761e+06 1.46546e+07 2.40448e+07 1.45674e+07 3.35757e+06 1.0764e+07 2.70519e+06 4.53489e+06 8.74804e+06 7.56658e+06 8.4563e+06 2.22805e+06 1.9208e+06
threshold=0 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1 2 4.5000000000000009 3 4 4.5000000000000009 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 5 6 10.500000000000002 7 5.5000000000000009 2.5000000000000004 3.5000000000000004 8 3.5000000000000004 5.5000000000000009 6.5000000000000009 3.5000000000000004 4.5000000000000009 9 14.500000000000002 1.5000000000000002
decision_type=9 2 2 2 2 1 9 2 9 9 2 2 2 2 1 9 2 9 2 2 2 9 2 2 2 2 2 9 2 2
left_child=-1 12 3 11 -5 6 7 -6 -7 10 -10 -3 -2 -14 23 16 -16 -17 19 29 -21 -20 28 -15 25 -25 27 -27 -23 -19
right_child=1 2 -4 4 5 8 -8 -9 9 -11 -12 -13 13 14 15 17 -18 18 21 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.026478291070134337 -0.086323638323804353 1.3409373057984018 -0.59676907856071126 -4.8654110357537155 76.083046016177619 34.807988763043262 -6.8513832098283105 -3.1280012398711907 -18.487070100203805 7.3887862363068955 4.9867801420150268 -4.4018257750069489 0.21771707060089152 -2.6462159764492919 -1.6748878578344983 0.67798362018152614 267.70585500081381 15.043852358153373 -3.3491219771535778 92.99444716958439 9.3400494766235358 0.59125303886830805 72.511162315368651 0.15195663727081576 -0.62294767824050856 30.959376320472131 -2.3568790194499925 -2.4913403165751493 24.495042154063352 -4.4435306642113659
leaf_weight=471844 96280 1850 33114 521 148 117 149 121 161 105 62 868 61044 2569 192 2415 30 132 579 68 30 256 25 999 3632 302 166 106 46 82
leaf_count=471844 96280 1850 33114 521 148 117 149 121 161 105 62 868 61044 2569 192 2415 30 132 579 68 30 256 25 999 3632 302 166 106 46 82
internal_value=0 0.0606546 -0.302043 2.07718 7.12474 14.3633 23.4269 39.0029 5.84963 -5.3773 -11.4474 -0.493028 0.140551 0.441123 1.61385 4.85012 33.231 3.01609 7.60873 26.363 67.386 1.2343 9.17185 0.0090324 1.31957 5.80476 15.643 22.9665 4.23223 7.57672
internal_weight=0 206169 37216 4102 1384 863 418 269 445 328 223 2718 168953 72673 11629 3855 222 3633 1218 312 98 906 327 7774 5205 1573 574 408 302 214
internal_count=678013 206169 37216 4102 1384 863 418 269 445 328 223 2718 168953 72673 11629 3855 222 3633 1218 312 98 906 327 7774 5205 1573 574 408 302 214
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=3283414 2 1 49184 1 2 32 884737 16384 1
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=31
num_cat=11
split_feature=8 13 12 11 13 11 12 11 12 11 12 13 12 14 13 12 14 12 12 12 13 11 12 14 14 12 11 13 12 14
split_gain=103358 1.00094e+06 933028 2.10364e+06 719537 1.53138e+07 3.23461e+07 2.47367e+06 3.28312e+06 624063 5.53897e+06 7.5665e+06 1.52646e+07 2.55915e+07 2.81703e+06 1.58035e+07 2.65831e+08 2.55176e+07 2.72798e+06 1.73654e+06 8.35341e+06 1.05993e+07 5.89789e+06 3.06182e+07 3.38311e+06 9.00041e+06 3.01284e+06 2.71492e+06 4.62364e+06 5.89709e+06
threshold=1.0000000180025095e-35 0 13.500000000000002 3.5000000000000004 1 3.5000000000000004 4.5000000000000009 2.5000000000000004 3.5000000000000004 3.5000000000000004 2.5000000000000004 2 1.5000000000000002 3 4 13.500000000000002 5 14.500000000000002 12.500000000000002 2.5000000000000004 6 2.5000000000000004 1.5000000000000002 7 8 1.0000000180025095e-35 2.5000000000000004 9 1.5000000000000002 10
decision_type=2 9 2 2 9 2 2 2 2 2 2 9 2 1 9 2 1 2 2 2 9 2 2 1 1 2 2 9 2 1
left_child=-1 2 -2 -4 5 7 -7 -3 -9 19 11 -11 -13 -14 15 18 17 -17 -12 20 21 -6 24 -24 -23 -26 -22 28 -28 -30
right_child=1 4 3 -5 9 6 -8 8 -10 10 14 12 13 -15 -16 16 -18 -19 -20 -21 26 22 23 -25 25 -27 27 -29 29 -31
leaf_value=0.0077736673460719746 -3.3673488417282478 -1.0429015194797868 0.76325830679673423 -41.790537806919644 1.0744519045743992 147.07522583007812 -0.88006525039672856 -55.374990445091612 -3.8214882532755534 -0.76561448150934219 0.80447081971056589 -4.2782309162311067 -90.838869412740081 -2.7763444669318922 -1.0890198707510812 -70.820038180881085 341.92010955810548 13.371607278673739 -21.086831035770356 -0.37156602502128783 1.9680250809447888 0.13690056398690464 99.052626772280107 -3.5635819813561818 61.774870832576312 0.45716415687843609 -2.5476174348320058 0.79364149461384692 -38.39048282916729 -2.7665946094762712
leaf_weight=652834 406 271 26 21 378 22 45 21 30 576 852 234 66 66 3408 54 24 108 61 15327 1943 83 54 63 43 54 306 449 104 84
leaf_count=652834 406 271 26 21 378 22 45 21 30 576 852 234 66 66 3408 54 24 108 61 15327 1943 83 54 63 43 54 306 449 104 84
internal_value=0 -0.198703 -4.8054 -18.2501 -0.112316 4.10002 47.7023 -4.84517 -25.0494 -0.181302 -1.12417 -8.09805 -19.095 -46.8076 0.333432 4.71149 31.3222 -14.6923 -0.658146 0.0906096 2.07987 12.0042 26.3189 43.7977 14.9576 27.6392 -0.281913 -4.92078 -9.92971 -22.4734
internal_weight=0 25179 453 47 24726 389 67 322 51 24337 5449 942 366 132 4507 1099 186 162 913 18888 3561 675 297 117 180 97 2886 943 494 188
internal_count=678013 25179 453 47 24726 389 67 322 51 24337 5449 942 366 132 4507 1099 186 162 913 18888 3561 675 297 117 180 97 2886 943 494 188
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=6 32 1097753 2 393792 2 131200 2 2 528656 2
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=31
num_cat=7
split_feature=13 12 13 12 11 6 14 12 9 6 14 12 13 11 13 12 11 0 12 11 12 6 11 1 14 12 6 12 11 7
split_gain=94587.5 451494 1.86038e+06 4.66308e+06 1.12343e+07 2.3008e+07 4.29911e+07 1.21135e+08 4.36594e+06 2.51934e+06 5.84923e+06 1.45958e+06 1.51804e+06 1.2256e+06 1.58909e+06 2.22417e+06 3.34958e+06 2.57875e+06 8.36504e+06 3.12298e+06 2.36416e+06 2.70833e+06 3.58059e+06 1.16463e+06 7.35499e+06 2.23318e+07 1.04444e+06 3.19729e+06 878784 3.5792e+06
threshold=0 15.500000000000002 1 17.500000000000004 2.5000000000000004 1.0000000180025095e-35 2 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3 12.500000000000002 4 3.5000000000000004 5 17.500000000000004 1.5000000000000002 1.0000000180025095e-35 16.500000000000004 2.5000000000000004 16.500000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 6 18.500000000000004 1.0000000180025095e-35 18.500000000000004 4.5000000000000009 1.0000000180025095e-35
decision_type=9 2 9 2 2 2 1 2 2 2 1 2 9 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=-1 11 3 4 9 8 7 -7 -6 -3 -11 -2 -13 14 15 16 -4 20 19 -19 -18 -22 -23 -15 25 -25 -5 -28 -14 -30
right_child=1 2 13 26 5 6 -8 -9 -10 10 -12 12 28 23 -16 -17 17 18 -20 -21 21 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.026224987771189645 0.10168489170040983 -1.4295724578130813 -5.1081535097404762 -0.80730971112366656 -2.7180227381237869 -8.3602292004753576 -17.946810073852539 278.37699068509613 38.107310535061742 -65.479041621996018 4.3982691955566411 0.90218499098422322 -1.455770699013252 -0.90681199287519765 0.37872176777946287 -0.1251407010367267 -0.75369596042516041 9.296067411249334 -3.7736262209275191 52.345866277482777 2.3048877334594731 7.4737852650303997 54.802988387599136 -78.87558888974398 5.4157029098934606 23.987643706492889 -39.317254320780442 3.869405133724213 -0.58921614828322666 18.48467140197754
leaf_weight=453060 192799 105 135 248 169 34 40 26 31 23 25 4095 14420 2536 8040 558 163 22 68 72 60 31 33 46 144 39 30 40 809 112
leaf_count=453060 192799 105 135 248 169 34 40 26 31 23 25 4095 14420 2536 8040 558 163 22 68 72 60 31 33 46 144 39 30 40 809 112
internal_value=0 0.0530989 0.631836 5.36049 11.9459 23.1922 62.3568 115.893 3.6099 -10.1057 -29.0846 0.0184211 -0.807529 0.321916 0.877991 4.35157 8.70349 12.8562 22.9433 42.2704 7.16246 17.5684 31.8779 -1.52353 -8.35327 -31.6795 -3.85206 -14.6392 -1.26367 1.7303
internal_weight=0 224953 12718 771 453 300 100 60 200 153 48 212235 19436 11947 9182 1142 584 449 162 94 287 124 64 2765 229 85 318 70 15341 921
internal_count=678013 224953 12718 771 453 300 100 60 200 153 48 212235 19436 11947 9182 1142 584 449 162 94 287 124 64 2765 229 85 318 70 15341 921
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=3283666 256 2 2 303104 5 2
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=31
num_cat=8
split_feature=12 13 12 6 13 11 13 11 14 11 11 11 12 13 7 11 11 14 14 1 8 11 11 11 2 8 11 14 6 11
split_gain=99558.4 650181 1.47838e+06 1.48292e+06 3.55444e+06 8.30955e+06 3.33725e+06 2.67343e+06 3.48111e+06 1.46927e+06 1.56906e+06 1.33469e+06 1.26321e+06 3.40205e+06 5.89971e+06 6.68573e+06 1.89074e+07 2.40429e+07 2.63035e+06 4.80817e+06 3.47235e+06 1.08097e+08 6.41567e+07 2.92169e+06 2.48666e+06 2.46924e+06 9.70788e+06 1.28056e+07 1.56198e+06 2.27072e+06
threshold=3.5000000000000004 0 2.5000000000000004 1.0000000180025095e-35 1 2.5000000000000004 2 3.5000000000000004 3 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 4 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 5 6 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 7 1.0000000180025095e-35 2.5000000000000004
decision_type=2 9 2 2 9 2 9 2 1 2 2 2 2 9 2 2 2 1 1 2 2 2 2 2 2 2 2 1 2 2
left_child=1 2 12 -4 11 6 -6 8 -7 10 -8 -5 -1 14 18 -16 17 -17 20 24 -14 22 -22 -21 28 -15 -27 -28 -20 -30
right_child=-2 -3 3 4 5 7 9 -9 -10 -11 -12 -13 13 25 15 16 -18 -19 19 23 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.49200414917591306 0.028305628165971992 0.030495425253495131 -2.0071408461934794 -0.75113341017510249 -3.2993731325322937 10.394604742115943 8.3329094205583853 7.9960391169009002 41.611642849829892 5.1798080543418985 40.299555924359495 -8.465524016349546 2.7470211238131763 -0.79408133316553098 -1.635028656143948 -2.7919969963304929 -2.344063052264127 74.37460955106296 -3.0712680352861015 -0.6756651371083362 -0.36945330070124732 -154.53272399902346 197.63783203125001 31.206273656278047 16.735656795762988 3.6533820897340776 -93.254614415662047 -3.9639101584752403 -3.8497987883431573 8.5833550943911661
leaf_weight=24839 439605 190851 8532 811 584 58 28 92 93 77 34 310 3220 4833 221 66 176 104 2412 47 36 25 30 74 73 128 29 36 280 309
leaf_count=24839 439605 190851 8532 811 584 58 28 92 93 77 34 310 3220 4833 221 66 176 104 2412 47 36 25 30 74 73 128 29 36 280 309
internal_value=0 -0.0519483 -0.382729 -1.42268 0.966674 5.38005 0.058816 21.4338 29.621 13.4386 25.863 -2.85896 -0.0838648 0.754037 2.1658 11.952 20.6304 44.4158 1.31625 -0.730634 3.29143 22.5551 89.6339 18.8224 -1.50029 -1.23456 -12.3288 -43.8013 -1.94388 2.67286
internal_weight=0 238408 47557 10619 2087 966 723 243 151 139 62 1121 36938 12099 7073 567 346 170 6506 3195 3311 91 66 121 3074 5026 193 65 3001 589
internal_count=678013 238408 47557 10619 2087 966 723 243 151 139 62 1121 36938 12099 7073 567 346 170 6506 3195 3311 91 66 121 3074 5026 193 65 3001 589
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=135236 131072 4096 2 131072 2 2 2
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=31
num_cat=5
split_feature=2 13 14 11 12 12 12 12 11 11 12 11 12 12 12 12 12 12 11 13 12 13 12 11 12 12 11 14 11 12
split_gain=90940.1 2.90017e+06 3.84479e+06 9.54247e+06 2.21163e+07 2.50253e+08 8.81119e+06 2.51056e+07 2.20853e+07 4.45448e+07 1.77137e+07 1.73036e+07 4.74044e+06 6.02926e+06 2.68648e+06 1.4287e+07 1.85462e+06 3.50075e+06 1.18371e+07 1.80508e+06 1.8342e+06 1.73317e+06 4.81039e+06 4.37609e+06 1.59352e+06 1.09484e+06 5.0565e+06 887882 1.04174e+07 1.93251e+07
threshold=1.0000000180025095e-35 0 1 3.5000000000000004 7.5000000000000009 6.5000000000000009 7.5000000000000009 8.5000000000000018 2.5000000000000004 3.5000000000000004 6.5000000000000009 3.5000000000000004 13.500000000000002 14.500000000000002 6.5000000000000009 7.5000000000000009 16.500000000000004 17.500000000000004 1.0000000180025095e-35 2 10.500000000000002 3 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 4 3.5000000000000004 6.5000000000000009
decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 1 2 2
left_child=-1 2 6 12 5 24 10 8 -8 -10 21 -12 14 -14 25 -16 27 18 -18 -6 -21 -2 -23 -24 -5 -4 -27 -3 -29 -30
right_child=1 16 3 4 19 -7 7 -9 9 -11 11 -13 13 -15 15 -17 17 -19 -20 20 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=0.0053094954185126907 -1.4907919172956652 -0.46157419232855024 0.3026195188111897 15.808788395881653 1.5745134572036394 246.63431428949886 -26.82480495997838 0.087770661073648518 157.56513620325038 10.178541341035263 -5.7877088147540432 -94.497044063144259 57.009089285135275 0.48606932266898784 -53.690027982097561 -0.35885452744523449 63.291472959518437 -1.327603491284534 3.6246558145823218 -28.818080466793432 -4.4936307968631866 3.7400492511058263 -0.85802766799926755 -60.138156729033497 -3.6376215984572227 -4.3394733858780121 40.858340695029817 -0.60463490736203285 2.8929193541320446 -30.748997726048891
leaf_weight=664428 628 4221 474 50 121 47 28 1107 37 46 43 45 32 46 59 338 40 449 197 62 62 59 20 33 268 71 38 4281 342 341
leaf_count=664428 628 4221 474 50 121 47 28 1107 37 46 43 45 32 46 59 338 40 449 197 62 62 59 20 33 268 71 38 4281 342 341
internal_value=0 -0.256053 2.12263 5.69179 15.653 31.2531 -0.77675 4.63398 49.9732 75.881 -8.73602 -51.1504 -0.0514163 23.675 -1.93985 -8.28465 -1.15202 3.86242 13.695 -7.58802 -15.4129 -3.69214 -14.5988 -37.7683 -0.58001 2.38071 11.4176 -1.52779 -2.43442 -13.9034
internal_weight=0 13585 3714 1668 610 365 2046 1218 111 83 828 88 1058 78 980 397 9871 686 237 245 124 740 112 53 318 583 109 9185 4964 683
internal_count=678013 13585 3714 1668 610 365 2046 1218 111 83 828 88 1058 78 980 397 9871 686 237 245 124 740 112 53 318 583 109 9185 4964 683
cat_boundaries=0 1 2 3 4 5
cat_threshold=147969 2 16385 131073 2
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=31
num_cat=1
split_feature=11 14 12 12 12 3 12 6 12 12 7 1 6 10 12 12 3 12 12 12 4 12 4 12 0 3 12 12 12 12
split_gain=91011.9 445406 869119 1.18204e+06 1.00274e+06 842363 1.1285e+06 831873 857473 4.07435e+06 1.05737e+07 3.48437e+06 587333 472886 2.90513e+06 393414 311215 301220 289327 966960 277041 271805 617510 486599 934823 611892 328334 844489 259695 276346
threshold=4.5000000000000009 0 7.5000000000000009 17.500000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 15.500000000000002 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 9.5000000000000018 17.500000000000004 18.500000000000004
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 4 16 12 20 -7 8 9 13 -11 28 -3 17 -15 -5 -4 -2 -8 -20 -6 22 -19 24 -23 -25 -27 -28 -10 -30
right_child=1 2 3 15 5 6 18 -9 11 10 -12 -13 -14 14 -16 -17 -18 21 19 -21 -22 23 -24 25 -26 26 27 -29 29 -31
leaf_value=0.0061081250877079371 0.67641590896003922 -0.90443935768872563 -3.3301614361634835 23.829416184198291 1.100699107958627 8.1265189502592268 0.52483043710978794 -2.6891030051162663 -5.4307033991409561 2.6776595156679872 57.189856511896316 -43.353136964277788 6.7118844540319715 0.043798993197354405 30.632637634277344 4.6939926776019005 5.3830629747967391 -1.173524561470076 13.772028576488225 -3.320450622804703 -5.9786723239668484 -0.087526058660122599 11.141671250506146 -1.6024819600459499 7.7326640171855026 -3.4163613834381104 17.349377279078706 1.9755161003778445 4.7008647428976529 -2.6402395866231294
leaf_weight=660059 1874 1884 878 21 1178 493 473 1582 177 186 44 22 107 275 35 22 43 5871 71 62 58 486 41 1361 223 50 47 149 74 167
leaf_count=660059 1874 1884 878 21 1178 493 473 1582 177 186 44 22 107 275 35 22 43 5871 71 62 58 486 41 1361 223 50 47 149 74 167
internal_value=0 -0.222082 0.548565 -2.16673 1.15364 2.5595 4.57376 -0.543996 -0.237773 -0.0589121 13.1061 -4.56377 -0.495124 -0.349725 3.49738 14.0392 -2.92336 -0.467781 1.68348 5.80411 0.768496 -0.728382 -1.08812 0.189906 2.37214 -0.772883 3.81689 5.66211 -2.52223 -0.386125
internal_weight=0 17954 5290 964 4326 2335 1099 12664 11082 10642 230 440 1991 10412 310 43 921 10102 606 133 1236 8228 5912 2316 709 1607 246 196 418 241
internal_count=678013 17954 5290 964 4326 2335 1099 12664 11082 10642 230 440 1991 10412 310 43 921 10102 606 133 1236 8228 5912 2316 709 1607 246 196 418 241
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=31
num_cat=7
split_feature=11 13 12 1 12 12 12 6 9 14 12 3 12 13 12 13 12 14 13 12 11 12 12 13 12 12 0 12 2 12
split_gain=96301.5 867041 3.49775e+06 1.22823e+07 1.19308e+08 3.67629e+08 5.9086e+06 6.71889e+06 7.78882e+06 7.33676e+06 1.68254e+06 1.33613e+06 5.47182e+06 6.70494e+06 6.69152e+06 7.11346e+06 8.15654e+06 3.38025e+06 2.71117e+06 5.81202e+06 2.39919e+06 3.5868e+06 1.48764e+06 1.2801e+06 1.59203e+06 9.45375e+06 1.06576e+07 1.17917e+06 1.14532e+06 2.42405e+06
threshold=3.5000000000000004 0 16.500000000000004 1.0000000180025095e-35 18.500000000000004 17.500000000000004 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1 23.500000000000004 1.0000000180025095e-35 5.5000000000000009 2 9.5000000000000018 3 6.5000000000000009 4 5 10.500000000000002 4.5000000000000009 6.5000000000000009 3.5000000000000004 6 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 13.500000000000002
decision_type=2 9 2 2 2 2 2 2 2 1 2 2 2 9 2 9 2 1 9 2 2 2 2 9 2 2 2 2 2 2
left_child=-1 2 27 6 5 -5 7 8 -4 -9 -6 23 22 14 15 16 -14 -18 19 -15 21 -17 -13 24 25 -3 -27 -2 -26 -30
right_child=1 11 3 4 10 -7 -8 9 -10 -11 -12 12 13 18 -16 20 17 -19 -20 -21 -22 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=-0.020468035332703739 0.33821245441428083 -2.2524827611968172 -2.1892310362132945 -38.92156349106839 -49.030858659744268 490.75656013488771 -1.5793985399598864 39.364761076707111 44.639275341033937 -5.0793719951923082 -15.97948371887207 0.26348501849065337 -2.2111116698293976 -5.7608425311827931 0.16979125785642279 16.796335078846326 40.286090515881057 85.853603391294129 -1.2052058837612984 -57.308701866248555 1.9330678638845389 5.8582163404079779 -1.6843111626729088 -0.26204102228440346 -1.3221836821733433 -17.889653433614704 -99.533759925478989 -3.4414768938492202 -4.5543938472353176 40.05710706256685
leaf_weight=522892 39536 594 317 38 67 20 1197 130 40 52 20 31286 33 89 1029 550 41 27 762 29 404 659 4483 71726 1011 67 21 843 29 21
leaf_count=522892 39536 594 317 38 67 20 1197 130 40 52 20 31286 33 89 1029 550 41 27 762 29 404 659 4483 71726 1011 67 21 843 29 21
internal_value=0 0.069253 0.455552 4.67081 32.6307 143.726 2.33545 11.0295 3.05766 26.6664 -41.4328 -0.0754277 0.39446 4.09769 6.52054 10.3712 35.1064 58.3791 -3.48886 -16.9896 8.55176 10.8342 0.0193638 -0.327379 -2.99737 -6.78415 -37.3729 0.259303 -0.591523 14.1824
internal_weight=0 155121 42260 1881 145 58 1736 539 357 182 87 112861 39392 3623 2743 1714 101 68 880 118 1613 1209 35769 73469 1743 682 88 40379 1061 50
internal_count=678013 155121 42260 1881 145 58 1736 539 357 182 87 112861 39392 3623 2743 1714 101 68 880 118 1613 1209 35769 73469 1743 682 88 40379 1061 50
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1050754 2 135245 12 2 524320 260
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=31
num_cat=8
split_feature=12 13 1 11 12 12 11 13 12 14 6 11 12 12 13 11 6 14 12 13 0 14 12 11 11 12 12 13 12 6
split_gain=103848 714196 2.01599e+06 5.32015e+06 3.12053e+06 400624 549483 896044 821134 897659 3.52527e+06 6.61304e+06 1.94832e+07 643248 488225 446193 828738 2.01033e+06 431686 418286 344774 463164 1.46509e+06 820316 322380 300687 288371 2.77196e+06 5.82292e+06 1.13162e+07
threshold=19.500000000000004 0 1.0000000180025095e-35 3.5000000000000004 22.500000000000004 22.500000000000004 3.5000000000000004 1 21.500000000000004 2 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 20.500000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 4 20.500000000000004 5 1.0000000180025095e-35 6 27.500000000000004 2.5000000000000004 2.5000000000000004 21.500000000000004 16.500000000000004 7 17.500000000000004 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 2 9 2 1 2 2 2 2 9 2 2 1 2 9 2 1 2 2 2 2 2 9 2 2
left_child=26 2 -2 -4 -5 6 7 8 9 13 -11 12 -12 -3 25 16 -9 -18 24 -7 -21 -22 -23 -24 -13 -8 -1 28 29 -28
right_child=1 5 3 4 -6 19 14 15 -10 10 11 18 -14 -15 -16 -17 17 -19 -20 20 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0077934914633367332 -0.5792740634234067 3.045653048073937 4.3051134763445171 -61.512154105857569 -14.270279996148473 -1.222961064824216 7.350670746923651 -1.054541039482273 -1.4034808367159106 0.63770308162855072 -1.4210408528645835 9.9043287115581968 90.305674078525655 -0.86547547441904626 2.288025455473262 -0.16311345202033467 -0.33342980604905348 -28.403522636776884 -6.1024706204732269 -0.1746974153409222 1.0758595003153233 -0.27606073711229406 9.2313744783401486 30.89477479868922 -3.1255032675606866 19.996881490168363 1.7422737080641468 -0.51916689280880468 -2.4225968401938838 41.515461765442581
leaf_weight=641559 912 1023 70 27 29 2074 103 290 629 460 57 59 39 714 739 2023 65 42 48 1439 606 115 44 29 28 23 198 24083 374 112
leaf_count=641559 912 1023 70 27 29 2074 103 290 629 460 57 59 39 714 739 2023 65 42 48 1439 606 115 44 29 28 23 198 24083 374 112
internal_value=0 0.295561 -2.19619 -14.0739 -37.0476 0.539997 1.04597 0.676052 1.81061 2.65072 5.69926 15.7785 35.8429 1.43797 3.38818 -0.761488 -3.82982 -11.3516 1.51054 -0.203782 0.744968 2.4211 6.75735 17.8374 5.71082 8.94888 -0.0051321 -0.339954 5.89143 16.1119
internal_weight=0 11687 1038 126 56 10649 6342 5477 3057 2428 691 231 96 1737 865 2420 397 107 135 4307 2233 794 188 73 87 126 666326 24767 684 310
internal_count=678013 11687 1038 126 56 10649 6342 5477 3057 2428 691 231 96 1737 865 2420 397 107 135 4307 2233 794 188 73 87 126 666326 24767 684 310
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1048580 8240 2 2176 2 408 2 774
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=31
num_cat=8
split_feature=13 12 11 12 2 13 2 3 12 8 2 12 12 14 12 12 0 13 12 12 12 14 14 12 12 14 9 14 12 12
split_gain=97652.6 477868 1.84523e+06 1.03633e+06 3.45243e+07 2.50316e+06 4.6018e+06 1.53334e+06 5.41992e+06 1.2473e+06 858156 5.81249e+06 4.18478e+06 1.57684e+06 868752 1.15987e+06 863171 1.42159e+06 1.83274e+06 2.69986e+06 2.64354e+06 1.93579e+06 903910 846848 2.44797e+06 3.11057e+06 771907 1.51256e+06 741190 3.24426e+06
threshold=0 2.5000000000000004 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 6.5000000000000009 2 14.500000000000002 16.500000000000004 1.0000000180025095e-35 3 4.5000000000000009 7.5000000000000009 6.5000000000000009 4 5 6.5000000000000009 7.5000000000000009 6 1.0000000180025095e-35 7 7.5000000000000009 6.5000000000000009
decision_type=9 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 1 1 2 2 1 2 1 2 2
left_child=-1 -2 28 4 9 6 7 -5 -9 26 16 12 13 -12 -13 -16 -7 18 21 20 -20 -18 -22 -19 25 -25 -4 -28 29 -3
right_child=1 2 3 5 -6 10 -8 8 -10 -11 11 14 -14 -15 15 -17 17 23 19 -21 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.02041168056467986 -0.18416234174493487 0.3130687146909068 -0.15980292667677368 -3.3426261023133104 118.12076098632814 -0.07057663628988238 -49.866800463717922 -4.8648329346268264 -55.721782698998084 -12.719656154983923 -26.694422912597659 -0.87603853646810959 -51.440937736706864 5.8005009114742281 28.280292987823486 1.4573667674472457 29.569798634847007 -4.0008700891761295 -6.6423743535601902 -3.2283461140958885 -18.357992003684821 -7.7101602114163912 -38.22462284224374 1.0066628365289598 -0.63367566663208608 31.433054038456511 22.551874245537654 -1.533121552005891 0.10963016415266376 2.8584246480847266
leaf_weight=525349 49711 33324 1706 1002 25 9139 23 108 26 76 28 154 39 32 28 38 30 551 126 665 43 26 49 84 1541 56 45 62 48034 5893
leaf_count=525349 49711 33324 1706 1002 25 9139 23 108 26 76 28 154 39 32 28 38 30 551 126 665 43 26 49 84 1541 56 45 62 48034 5893
internal_value=0 0.070445 0.193389 -0.80457 1.3759 -1.10726 -5.535 -4.68616 -14.7326 -0.169157 -0.695975 -5.81726 -25.9396 -9.3638 3.23781 12.8368 -0.563828 -1.98541 -5.22609 -6.39433 -16.052 12.2612 -28.9391 -0.595969 0.516548 13.1772 0.356954 8.59608 0.372986 0.69555
internal_weight=0 152664 102953 15702 1914 13788 1159 1136 134 1889 12629 319 99 60 220 66 12310 3171 939 883 218 56 92 2232 1681 140 1813 107 87251 39217
internal_count=678013 152664 102953 15702 1914 13788 1159 1136 134 1889 12629 319 99 60 220 66 12310 3171 939 883 218 56 92 2232 1681 140 1813 107 87251 39217
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=3283859 32 2 524356 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=31
num_cat=7
split_feature=11 13 12 1 12 12 12 13 6 9 12 3 12 13 12 13 12 14 11 12 13 12 12 13 12 12 0 12 12 12
split_gain=106651 677399 2.93182e+06 1.09007e+07 9.4348e+07 2.97779e+08 4.88734e+06 5.59109e+06 5.1647e+07 1.25655e+07 1.59098e+06 1.0616e+06 4.54645e+06 5.1919e+06 5.417e+06 5.76402e+06 6.6068e+06 2.73801e+06 1.9434e+06 2.90531e+06 1.79845e+06 4.18642e+06 1.20022e+06 990358 1.28544e+06 7.29189e+06 8.28946e+06 955129 1.07488e+06 2.54326e+06
threshold=3.5000000000000004 0 16.500000000000004 1.0000000180025095e-35 18.500000000000004 17.500000000000004 17.500000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 1.0000000180025095e-35 5.5000000000000009 2 9.5000000000000018 3 6.5000000000000009 4 4.5000000000000009 6.5000000000000009 5 10.500000000000002 3.5000000000000004 6 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 15.500000000000002 7.5000000000000009 8.5000000000000018
decision_type=2 9 2 2 2 2 2 9 2 2 2 2 2 9 2 9 2 1 2 2 9 2 2 9 2 2 2 2 2 2
left_child=-1 2 27 6 5 -5 7 8 -4 -9 -6 23 22 14 15 16 -14 -18 19 -17 21 -15 -13 24 25 -3 -27 28 -2 -30
right_child=1 11 3 4 10 -7 -8 9 -10 -11 -12 12 13 20 -16 18 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.021559976029170515 -0.080422205821538639 -2.0504134271281336 -5.4098554694134258 -34.975448302218794 -58.492663051865321 441.73486389160155 -1.4870606035716154 -1.5873679045155562 131.83972290886774 70.384713510366595 -27.380961476839509 0.24118008374984956 -1.9837222821784743 -4.3658097685053106 0.15710287869150369 15.118080696799538 36.263761138916017 77.274519517686642 1.7410231717742317 5.2737704249542654 -1.0768799965863403 -48.114823553479951 -1.5083646143118292 -0.22213790645393727 -0.46587671157355359 -15.712098604173804 -87.716240655808235 -3.096067359071327 4.3474240253485412 0.46556183371203597
leaf_weight=522892 25536 594 115 38 22 20 1197 362 36 26 65 31286 33 89 1029 550 41 27 404 659 762 29 4483 71726 1061 67 21 843 1963 12037
leaf_count=522892 25536 594 115 38 22 20 1197 362 36 26 65 31286 33 89 1029 550 41 27 404 659 762 29 4483 71726 1061 67 21 843 1963 12037
internal_value=0 0.0728593 0.414308 4.27352 30.614 129.407 2.07342 9.98047 25.6155 3.15421 -35.2483 -0.0550256 0.363817 3.73942 5.87111 9.33576 31.6015 52.5474 7.69793 9.75216 -2.93847 -13.9366 0.0219062 -0.279605 -2.62806 -6.03035 -32.8949 0.234635 0.305653 1.00985
internal_weight=0 155121 42260 1881 145 58 1736 539 151 388 87 112861 39392 3623 2743 1714 101 68 1613 1209 880 118 35769 73469 1743 682 88 40379 39536 14000
internal_count=678013 155121 42260 1881 145 58 1736 539 151 388 87 112861 39392 3623 2743 1714 101 68 1613 1209 880 118 35769 73469 1743 682 88 40379 39536 14000
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1050754 2048 135245 12 2 524320 260
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=31
num_cat=12
split_feature=0 13 12 12 11 13 14 13 11 13 14 11 11 13 14 12 12 12 12 11 12 13 12 12 12 11 13 14 13 12
split_gain=112369 1.54833e+06 1.51212e+06 2.72973e+06 5.61099e+06 4.88061e+06 4.21823e+06 3.30626e+06 1.54142e+06 2.49803e+06 6.27564e+06 7.09794e+06 1.45511e+06 4.97147e+06 2.29821e+07 8.57898e+07 3.5177e+08 1.08741e+07 7.11518e+06 8.50058e+06 1.5436e+07 4.83494e+06 3.30833e+06 6.95773e+06 8.73259e+06 1.01871e+07 6.03868e+06 3.18402e+06 6.75176e+06 7.0332e+06
threshold=1.0000000180025095e-35 0 13.500000000000002 12.500000000000002 1.0000000180025095e-35 1 2 3 1.5000000000000002 4 5 2.5000000000000004 2.5000000000000004 6 7 6.5000000000000009 8.5000000000000018 4.5000000000000009 4.5000000000000009 3.5000000000000004 8.5000000000000018 8 4.5000000000000009 8.5000000000000018 10.500000000000002 1.5000000000000002 9 10 11 6.5000000000000009
decision_type=2 9 2 2 2 9 1 9 2 9 1 2 2 9 1 2 2 2 2 2 2 9 2 2 2 2 9 1 9 2
left_child=-1 -2 3 12 5 6 -5 -6 -9 10 11 -10 21 14 18 17 -17 -16 -14 20 -20 22 -3 -24 25 -25 -27 28 -23 -30
right_child=1 2 -4 4 7 -7 -8 8 9 -11 -12 -13 13 -15 15 16 -18 -19 19 -21 -22 27 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.022842520027585234 -0.82607312618393702 1.177150634746132 -0.42073909800291615 4.5282924251525589 8.2092365759006451 -2.8240049832026166 16.142506884321381 -3.7196664978948877 15.868996489306722 -0.80380011283001473 -3.5904705492749351 -0.84768207792251826 17.128034456693211 -0.31297942523089817 -9.5121948856046838 426.32156103515626 -4.0686164300653003 -83.216081619262695 -110.11677128718451 -5.6126074941534752 -7.7598839479334218 1.0583252598685953 -2.5023692600262866 0.074044838650419983 -1.7986403743006418 10.924050319800131 0.31311701202479303 0.67498874710510615 2.1473305608045328 11.219731843429798
leaf_weight=515277 17146 12916 32675 619 542 365 632 890 599 3337 677 441 65 45386 87 25 79 26 26 114 34 5720 12239 3859 6445 1979 746 11649 1704 1714
leaf_count=515277 17146 12916 32675 619 542 365 632 890 599 3337 677 441 65 45386 87 25 79 26 26 114 34 5720 12239 3859 6445 1979 746 11649 1704 1714
internal_value=0 0.0724765 0.178342 0.351719 2.12018 7.39237 10.3133 0.806603 0.11759 0.793556 3.88011 8.78048 0.215017 -0.207582 10.0688 33.85 99.3906 -26.4706 -11.102 -21.6478 -52.1145 0.543531 -0.124739 -0.790262 0.818033 3.37946 8.06042 1.77029 3.16851 6.67727
internal_weight=0 162736 145590 112915 8102 1616 1251 6486 5944 5054 1717 1040 104813 45842 456 217 104 113 239 174 60 58971 38184 25268 13029 6584 2725 20787 9138 3418
internal_count=678013 162736 145590 112915 8102 1616 1251 6486 5944 5054 1717 1040 104813 45842 456 217 104 113 239 174 60 58971 38184 25268 13029 6584 2725 20787 9138 3418
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=266560 526352 2 532480 32816 2 4 2 606262 16400 2 166528
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=31
num_cat=12
split_feature=12 13 1 14 11 13 12 1 14 0 12 13 1 14 11 11 1 0 11 13 6 7 13 1 14 13 6 13 14 1
split_gain=119673 1.69932e+06 6.43973e+06 4.01669e+07 1.63493e+06 1.07006e+06 1.74326e+06 3.69808e+06 944740 623334 437200 4.34597e+06 2.40495e+07 3.74716e+07 3.56674e+07 1.72108e+07 2.24982e+08 1.07735e+07 7.23063e+06 2.55918e+06 3.07098e+06 3.37442e+06 2.27977e+06 1.20644e+07 852243 761033 2.60286e+06 606859 470238 432176
threshold=18.500000000000004 0 1.0000000180025095e-35 1 3.5000000000000004 2 19.500000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 17.500000000000004 4 1.0000000180025095e-35 5 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 6 1.0000000180025095e-35 1.0000000180025095e-35 7 1.0000000180025095e-35 8 9 1.0000000180025095e-35 10 11 1.0000000180025095e-35
decision_type=2 9 2 1 2 9 2 2 1 2 2 9 2 1 2 2 2 2 2 9 2 2 9 2 1 9 2 9 1 2
left_child=10 2 -2 -4 -5 6 7 8 9 -3 -1 15 25 14 18 22 17 19 -14 20 21 -17 23 -12 27 26 -13 -24 -19 -7
right_child=1 5 3 4 -6 29 -8 -9 -10 -11 11 12 13 -15 -16 16 -18 28 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002402216720099297 -0.69560241524996391 4.8801228737008984 -118.39921058205999 -5.0316408634185796 18.163706565389827 0.23815296616740858 0.76282984100319817 44.512139659092348 -3.1714307843774989 17.109771448373795 -2.8804027037608946 -1.3452501085557438 3.6875398254394534 5.7078342924312677 -166.41477087772256 -41.544665902121032 338.63046991257443 26.779609803308418 -65.558738005788697 3.0569222405336909 -0.96221994355667473 1.9278377459599423 -1.9328314184621953 -61.77341095773798 1.9956957263441222 -1.0443927206063952 -35.132891260782877 1.5820550290290238 13.309207607084705 2.346694040965168
leaf_weight=652719 1389 87 34 80 49 13753 495 29 69 80 411 95 25 98 33 57 21 158 38 197 86 26 2280 38 1189 2751 30 619 31 1046
leaf_count=652719 1389 87 34 80 49 13753 495 29 69 80 411 95 25 98 33 57 21 158 38 197 86 26 2280 38 1189 2751 30 619 31 1046
internal_value=0 0.261157 -2.88366 -21.706 3.77899 0.576333 4.21166 10.8127 6.67171 10.7386 -0.00670456 -0.733109 -3.70023 -37.7905 -82.1951 1.05362 17.3387 5.18175 -38.0801 -4.8303 -13.4116 -27.9268 -1.01155 -7.69332 -0.258221 -1.41354 -8.75397 -1.18354 24.5702 0.386924
internal_weight=0 17111 1552 163 129 15559 760 265 236 167 660902 8183 3070 194 96 5113 576 555 63 366 169 83 4537 449 4088 2876 125 2899 189 14799
internal_count=678013 17111 1552 163 129 15559 760 265 236 167 660902 8183 3070 194 96 5113 576 555 63 366 169 83 4537 449 4088 2876 125 2899 189 14799
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1048580 2 66208 2 1405008 2 1048576 1048576 2 256 8208 2
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=31
num_cat=5
split_feature=12 13 3 12 11 12 11 0 12 11 14 11 12 12 1 14 1 14 12 11 10 12 12 7 5 11 9 2 11 14
split_gain=108436 771837 2.11455e+06 4.76793e+06 4.15268e+06 607574 1.63765e+06 2.05231e+06 3.36228e+06 9.20536e+06 7.39768e+06 1.14188e+06 2.01743e+06 980080 2.22144e+06 5.99859e+06 2.15369e+06 2.52825e+07 960678 868164 1.34326e+06 4.98501e+06 1.65148e+06 3.27845e+06 1.14879e+06 1.65941e+06 833549 651674 948562 527845
threshold=11.500000000000002 0 1.0000000180025095e-35 12.500000000000002 4.5000000000000009 15.500000000000002 3.5000000000000004 1.0000000180025095e-35 16.500000000000004 2.5000000000000004 1 1.0000000180025095e-35 17.500000000000004 18.500000000000004 1.0000000180025095e-35 2 1.0000000180025095e-35 3 16.500000000000004 4.5000000000000009 1.0000000180025095e-35 13.500000000000002 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 4
decision_type=2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 1
left_child=-1 2 5 4 -4 19 7 27 9 -9 -11 12 -10 16 -15 -16 26 -18 -19 24 22 -22 -21 -24 29 -26 -8 -7 -29 -2
right_child=1 -3 3 -5 -6 6 13 8 11 10 -12 -13 -14 14 15 -17 17 18 -20 20 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.021841570549110172 -1.9351248970828518 0.13445012820981636 -53.757714467299621 -3.4019192796539182 2.53748010635376 -0.47888606123352817 -0.94622165820603765 -1.8209425568580628 41.38873163223267 63.123600196838382 -2.8902513504028322 0.52175298027370287 1.9683850294834859 -0.051256686170741278 64.52792053222656 -5.7168162069013047 -102.53539301065298 -3.9988316108440531 18.640251267631097 -1.4627273952180593 47.215516771589009 -9.0435710906982418 2.3560488224029541 30.234292303347122 -36.581906086748297 -4.8081475595327525 -12.341171657175259 24.008876489709927 -3.3142585833867395 0.018614738004588856
leaf_weight=521661 4068 145280 38 352 20 872 922 96 20 58 24 345 37 514 20 31 26 29 53 886 28 36 244 51 22 65 69 27 24 2095
leaf_count=521661 4068 145280 38 352 20 872 922 96 20 58 24 345 37 514 20 31 26 29 53 886 28 36 244 51 22 65 69 27 24 2095
internal_value=0 0.0731006 -0.731351 -7.77931 -34.3456 -0.461013 0.700282 3.09295 7.75449 19.1966 43.8025 2.68808 15.8001 -1.46089 1.92388 21.8301 -3.20101 -16.6107 10.6337 -0.951715 1.45969 15.5698 0.695045 7.17568 -1.43207 -12.8429 -1.73961 0.163715 11.1509 -1.27099
internal_weight=0 156352 11072 410 58 10662 3167 1503 580 178 82 402 57 1664 565 51 1099 108 82 7495 1245 64 1181 295 6250 87 991 923 51 6163
internal_count=678013 156352 11072 410 58 10662 3167 1503 580 178 82 402 57 1664 565 51 1099 108 82 7495 1245 64 1181 295 6250 87 991 923 51 6163
cat_boundaries=0 1 2 3 4 5
cat_threshold=2097185 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=31
num_cat=4
split_feature=11 13 8 12 12 14 4 12 12 1 13 0 12 12 12 12 6 1 6 9 13 10 12 12 0 12 7 12 12 2
split_gain=109283 565800 1.56199e+06 2.03834e+06 5.51936e+06 1.16365e+06 1.65083e+06 2.45027e+06 1.17486e+06 1.78474e+06 1.25725e+06 2.13174e+06 2.44624e+06 5.05609e+06 857727 2.96886e+06 1.70874e+07 1.27067e+06 1.05789e+06 1.03354e+06 979237 1.52632e+06 8.35425e+06 2.01658e+06 3.24689e+06 3.19634e+06 1.50594e+06 1.57419e+06 1.42856e+06 1.30183e+06
threshold=3.5000000000000004 0 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1 1.0000000180025095e-35 6.5000000000000009 12.500000000000002 1.0000000180025095e-35 2 1.0000000180025095e-35 8.5000000000000018 5.5000000000000009 11.500000000000002 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 9.5000000000000018 3.5000000000000004 1.0000000180025095e-35
decision_type=2 9 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 14 8 -8 10 -10 11 -7 13 -13 15 19 -17 18 -16 20 21 23 -23 29 25 -25 -27 -28 -24 -2
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 -12 12 -14 -15 17 16 -18 -19 -20 -21 -22 22 28 24 -26 26 27 -29 -30 -31
leaf_value=-0.021819516100146558 -0.016732070731445097 0.12707530841967143 2.2143167081086532 -3.2718035293093459 -50.481239318847656 -2.7453371600049441 -1.4763793193932737 -31.941620249097998 5.2840399632439086 -11.111469593295803 -0.6884003293126898 -4.7411046858756771 -1.0088166542995125 -47.48121098327637 0.77952974145515608 -3.0210118130995678 54.406770368935412 -24.272878519694011 -4.6627591402324686 -5.8177563341358045 -0.518414241672978 70.834730747767864 20.184287389119469 20.04907373257403 -4.3254247233271599 -1.276855970110212 0.8928769792829242 40.093793411254886 -5.6354644877115891 -20.468663692474365
leaf_weight=522892 1136 143909 46 433 35 976 66 44 482 77 2729 62 81 50 1040 208 69 24 544 237 2095 21 30 212 192 175 21 20 75 32
leaf_count=522892 1136 143909 46 433 35 976 66 44 482 77 2729 62 81 50 1040 208 69 24 544 237 2095 21 30 212 192 175 21 20 75 32
internal_value=0 0.0737577 -0.610157 -5.99548 -20.5554 -0.351983 -1.56038 -13.6625 -1.2617 3.02562 -1.87653 -4.6049 -14.2473 -23.8215 0.548155 1.2534 11.2841 -1.43556 -1.08954 0.599016 0.978356 2.60576 13.2571 1.86974 6.47919 11.3261 2.76471 20.0153 1.74161 -0.577059
internal_weight=0 155121 11212 514 81 10698 4567 110 4457 559 3898 1169 193 112 6131 4523 277 1608 1584 4246 4009 1914 126 1788 620 428 216 41 105 1168
internal_count=678013 155121 11212 514 81 10698 4567 110 4457 559 3898 1169 193 112 6131 4523 277 1608 1584 4246 4009 1914 126 1788 620 428 216 41 105 1168
cat_boundaries=0 1 2 3 4
cat_threshold=536900 2 68 4100
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=31
num_cat=7
split_feature=12 13 11 12 1 12 1 12 12 12 12 12 12 2 10 14 4 14 12 14 0 6 0 14 6 12 13 11 6 14
split_gain=104198 829538 2.38638e+06 3.8845e+06 2.26346e+07 2.20419e+07 1.53164e+07 3.56604e+08 8.38713e+06 2.19824e+06 2.17454e+06 1.86667e+06 6.5299e+06 2.15811e+07 6.68537e+06 4.54654e+06 4.06854e+06 3.18537e+07 7.16918e+06 2.27426e+06 6.06394e+06 1.82465e+06 1.53608e+06 2.73591e+06 1.25308e+06 1.20568e+06 1.49666e+06 4.01986e+06 4.07671e+06 6.73572e+06
threshold=7.5000000000000009 0 3.5000000000000004 18.500000000000004 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 17.500000000000004 16.500000000000004 8.5000000000000018 23.500000000000004 12.500000000000002 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1 1.0000000180025095e-35 2 8.5000000000000018 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 11.500000000000002 5 2.5000000000000004 1.0000000180025095e-35 6
decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 1 2 2 2 1 2 2 9 2 2 1
left_child=-1 2 25 6 -5 -6 11 8 9 -8 -7 12 16 14 19 -16 22 18 -18 24 21 -21 -4 -24 -14 -2 27 28 -27 -30
right_child=1 -3 3 4 5 10 7 -9 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.033807574236315474 -1.2372238601372472 0.04159990236780902 -1.3004551069576555 -0.42437380449111911 -145.93894544328961 -43.102553300504333 25.552624406814576 432.07709259033203 -55.3231506063388 0.78442564038343221 -1.2595851732336958 -1.0081281864612699 -2.6303683687361055 75.924599100748694 44.2252689743042 -3.4535359927586153 -68.19847763061523 83.835148516297352 -1.8009123286981692 9.0010775157383502 25.920305177096665 -6.9506585283344293 5.425677443311808 -2.5156792377513617 5.9442625796701023 -1.060976300881167 0.3660553423086943 -3.4124965894382875 12.014587290121842 -2.7565564213750986
leaf_weight=389234 22590 228484 4219 634 21 27 40 20 26 344 23 4706 518 45 70 28 20 48 87 140 145 147 1065 732 254 3140 15567 4379 719 541
leaf_count=389234 22590 228484 4219 634 21 27 40 20 26 344 23 4706 518 45 70 28 20 48 87 140 145 147 1065 732 254 3140 15567 4379 719 541
internal_value=0 -0.0454717 -0.375368 0.803791 -6.42058 -59.9642 1.20629 19.756 -0.357206 3.36445 -23.8548 0.553769 1.53146 7.83952 5.48635 30.6028 0.154543 16.1512 -14.2117 3.44199 9.25196 0.830676 -0.257605 2.1908 0.190818 -0.711063 -0.222852 -1.26608 0.86721 5.67237
internal_weight=0 288779 60295 13359 705 71 12654 430 410 384 50 12224 7518 1347 1302 98 6171 155 107 1204 432 287 6016 1797 772 46936 24346 8779 4400 1260
internal_count=678013 288779 60295 13359 705 71 12654 430 410 384 50 12224 7518 1347 1302 98 6171 155 107 1204 432 287 6016 1797 772 46936 24346 8779 4400 1260
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=3678982 2 2 2 2 3145728 2
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=31
num_cat=7
split_feature=12 14 13 8 1 11 11 12 12 6 12 12 13 6 11 12 11 13 6 12 1 11 13 11 1 12 11 13 13 3
split_gain=110779 528852 1.43311e+06 935266 843630 1.26747e+07 4.44725e+06 3.19749e+06 634171 914587 5.0589e+06 392723 2.15367e+06 2.80979e+06 1.13842e+07 3.12204e+07 1.36298e+06 1.13645e+06 961955 2.04016e+06 897690 747653 1.3563e+06 2.02517e+06 1.40638e+06 589514 512853 458541 358872 1.01077e+06
threshold=19.500000000000004 0 1 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 20.500000000000004 21.500000000000004 1.0000000180025095e-35 20.500000000000004 21.500000000000004 2 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 3.5000000000000004 3 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 2.5000000000000004 4 3.5000000000000004 1.0000000180025095e-35 20.500000000000004 3.5000000000000004 5 6 1.0000000180025095e-35
decision_type=2 1 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 9 2 2 2 2 9 9 2
left_child=-1 4 8 11 28 6 -6 -7 9 -3 -11 12 18 16 15 -15 -14 -13 -4 -20 -18 27 23 24 -23 -22 -24 -19 29 -2
right_child=1 2 3 -5 5 7 -8 -9 -10 10 -12 17 13 14 -16 -17 20 21 19 -21 25 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0053157229224776604 1.1491473466436639 -3.1167655468604725 -0.80312022776515402 20.468577290273139 0.028009666289602012 -20.268050640279597 45.217645291877645 -70.824844636588267 -0.078320194500804755 2.536955333709717 -51.846070546370292 -1.7226624620473681 0.19869912687937419 -1.7789733682359969 1.1591167265869851 120.84164003314396 5.0541273941864837 -1.4052469838191481 -3.0833565313165838 -38.026213513438897 34.163996775253956 41.032947657658504 -3.7729484782332463 2.2405274430910747 8.9343835013253354 11.522866754946502 7.2447455933514764 5.0000970927377546 -0.28149847984807569 23.25320029741242
leaf_weight=666326 1390 193 216 28 98 22 28 29 298 50 26 757 600 56 215 33 74 262 55 24 23 39 84 48 21 23 85 182 6707 21
leaf_count=666326 1390 193 216 28 98 22 28 29 298 50 26 757 600 56 215 33 74 262 55 24 23 39 84 48 21 23 85 182 6707 21
internal_value=0 0.30525 1.3572 2.27501 -0.124915 -6.95468 10.0702 -49.016 -3.19935 -6.77578 -16.0678 2.10101 3.35534 5.49457 13.6097 43.6871 2.14448 0.981622 -4.11701 -13.6989 11.8734 3.79223 7.92176 16.0632 29.7985 22.8434 1.6697 1.30133 0.0239969 1.46772
internal_weight=0 11687 3392 2825 8295 177 126 51 567 269 76 2797 1319 1024 304 89 720 1478 295 79 120 721 277 108 60 46 169 444 8118 1411
internal_count=678013 11687 3392 2825 8295 177 126 51 567 269 76 2797 1319 1024 304 89 720 1478 295 79 120 721 277 108 60 46 169 444 8118 1411
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2 45132 672000 327857 131072 1196032 110820
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=31
num_cat=9
split_feature=13 12 2 11 12 14 11 12 13 11 6 1 12 13 6 11 11 12 14 14 12 12 11 12 14 12 13 9 14 11
split_gain=108281 363918 1.11768e+06 3.78639e+06 1.17491e+07 1.00171e+06 1.23322e+06 978369 1.94339e+06 7.0497e+06 3.43782e+07 2.41718e+06 809859 6.91747e+06 5.54921e+06 1.0488e+07 1.52538e+07 5.92085e+07 6.61751e+07 1.50082e+07 2.1605e+07 2.41905e+07 3.23257e+06 2.8901e+06 4.78153e+06 1.44511e+06 3.3332e+06 2.83229e+06 3.04256e+06 3.63716e+06
threshold=0 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 1 2.5000000000000004 17.500000000000004 2 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 3 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 14.500000000000002 4 5 14.500000000000002 15.500000000000002 1.5000000000000002 14.500000000000002 6 15.500000000000002 7 1.0000000180025095e-35 8 2.5000000000000004
decision_type=9 2 2 2 2 1 2 2 9 2 2 2 2 9 2 2 2 2 1 1 2 2 2 2 1 2 9 2 1 2
left_child=1 12 7 4 -4 -5 -7 8 9 11 -11 -3 -1 14 -14 22 17 18 -17 -18 -21 -22 23 -16 -25 -15 -27 -28 29 -29
right_child=-2 2 3 5 -6 6 -8 -9 -10 10 -12 -13 13 25 15 16 19 -19 -20 20 21 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.046699096031790947 0.06907044768449154 -2.4000507613810851 68.308812866210943 -0.78954587953584687 -3.3645285019368836 28.166386420386182 0.50834657393003768 -0.074813271449713184 -1.8598025049119689 -3.6365567380731756 101.19350286344203 30.561164690100629 1.2890819402125386 -0.4883571359892323 -3.7939519552702317 97.273738749543142 -7.22557745260902 -1.1619357904621974 -7.1761781144649426 -9.7093091444535702 72.031820974264051 -5.5509963262648814 -4.8945096385048101 23.653755974471569 -3.4300069895657632 2.3446003187591136 -2.0568676836742972 32.526404418945312 -4.259028549194336 1.4310377523932658
leaf_weight=429210 170170 681 35 555 66 28 38 19388 7744 132 41 23 5851 31317 178 171 509 386 94 132 111 63 664 160 110 6149 3751 80 105 71
leaf_count=429210 170170 681 35 555 66 28 38 19388 7744 132 41 23 5851 31317 178 171 509 386 94 132 111 63 664 160 110 6149 3751 80 105 71
internal_value=0 -0.0230971 -0.368782 3.51597 21.4728 0.595456 12.2421 -0.468921 -1.35524 3.08611 21.2076 -1.32319 -0.00236781 0.378928 2.98869 6.85769 12.4128 23.826 60.2236 3.29616 20.798 43.9415 -0.465807 6.09816 12.6196 -0.152165 0.884364 -1.35892 8.81452 17.9054
internal_weight=0 507843 28731 722 101 621 66 28009 8621 877 173 704 479112 49902 8429 2578 1466 651 265 815 306 174 1112 448 270 41473 10156 4007 256 151
internal_count=678013 507843 28731 722 101 621 66 28009 8621 877 173 704 479112 49902 8429 2578 1466 651 265 815 306 174 1112 448 270 41473 10156 4007 256 151
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1186451 2 2562 131074 2 2 2 17 2
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=31
num_cat=10
split_feature=12 13 12 5 2 14 11 14 13 6 3 7 12 13 7 14 0 11 13 11 13 6 3 11 11 4 14 6 11 14
split_gain=95959.1 781312 1.97757e+06 3.63755e+07 1.54788e+07 1.05585e+08 3.792e+06 5.44194e+06 7.2431e+06 1.59114e+07 1.42714e+07 1.78883e+06 1.39515e+06 3.69721e+06 2.68183e+06 2.43791e+06 3.22197e+06 5.17332e+06 2.10109e+07 2.12115e+07 3.5373e+06 3.16907e+06 4.88378e+06 2.9131e+06 1.83119e+06 5.37893e+06 2.62703e+07 3.41801e+06 1.84317e+06 1.79962e+06
threshold=7.5000000000000009 0 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1 3.5000000000000004 2 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 4 1.0000000180025095e-35 5 1.0000000180025095e-35 2.5000000000000004 6 3.5000000000000004 7 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 8 1.0000000180025095e-35 4.5000000000000009 9
decision_type=2 9 2 2 2 1 2 1 9 2 2 2 2 9 2 1 2 2 9 2 9 2 2 2 2 2 1 2 2 1
left_child=-1 2 3 4 6 -6 -2 -8 9 -9 11 -10 13 14 24 16 20 -18 19 -19 21 22 23 -15 -3 27 -27 -26 29 -29
right_child=1 12 -4 -5 5 -7 7 8 10 -11 -12 -13 -14 15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.032437537923147484 -1.0421851336629897 -0.77269621293939883 0.11800721276142501 116.01706777811052 246.215100440979 -9.740746599220369 -0.83008775948629676 3.8066491127014164 -2.5162170350551607 72.070646495203832 85.39779968261719 18.720254798557448 -0.021406554645397719 71.465370941162107 6.504217176555116 -2.4648628273793296 -0.78459039560142552 45.893961272014572 -1.7476807047869709 -7.3853523254394533 -1.8651839572917934 -9.1752601623535153 -10.196710655905985 23.151679611206056 -0.62455952054101072 -25.869045039585661 78.218681240081793 15.135310951208536 -2.7508010539602727 3.9368292351488798
leaf_weight=389234 3107 4592 30523 28 20 83 562 76 288 62 21 46 225576 24 810 11284 1783 233 730 110 6076 31 22 26 1850 49 48 313 141 265
leaf_count=389234 3107 4592 30523 28 20 83 562 76 288 62 21 46 225576 24 810 11284 1783 233 730 110 6076 31 22 26 1850 49 48 313 141 265
internal_value=0 -0.0436431 0.400539 2.41025 1.66442 39.9594 0.716704 5.89667 13.5649 32.1465 5.28716 0.408567 -0.104548 -0.765264 1.04536 -1.48399 -0.260593 2.51705 8.00337 27.9912 -1.54445 16.0031 29.0665 46.3423 0.437587 2.52222 25.6383 1.6494 7.50035 10.0011
internal_weight=0 288779 34816 4293 4265 103 4162 1055 493 138 355 334 253963 28387 8068 20319 9035 2856 1073 343 6179 103 72 50 7258 2666 97 2569 719 578
internal_count=678013 288779 34816 4293 4265 103 4162 1055 493 138 355 334 253963 28387 8068 20319 9035 2856 1073 343 6179 103 72 50 7258 2666 97 2569 719 578
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=278760 2 2 128 1052673 2 16 4 2 2
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=31
num_cat=6
split_feature=2 13 14 11 13 12 12 13 12 12 12 12 11 12 12 12 12 12 11 11 13 11 12 12 12 12 12 12 11 14
split_gain=107113 2.4918e+06 1.61485e+06 7.45274e+06 1.5671e+07 3.75704e+07 4.6344e+08 5.18762e+06 7.60329e+06 6.14771e+07 1.06013e+07 2.58097e+07 5.79563e+06 2.98948e+06 3.70796e+06 2.87312e+06 2.1793e+06 8.6312e+06 2.43411e+07 1.61564e+06 1.57378e+06 3.25984e+06 6.81671e+06 2.86374e+07 1.5723e+06 2.72797e+06 4.25364e+06 1.53479e+06 1.41247e+06 1.07354e+07
threshold=1.0000000180025095e-35 0 1 3.5000000000000004 2 6.5000000000000009 7.5000000000000009 3 7.5000000000000009 9.5000000000000018 3.5000000000000004 2.5000000000000004 2.5000000000000004 13.500000000000002 14.500000000000002 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 2.5000000000000004 3.5000000000000004 4 3.5000000000000004 7.5000000000000009 5.5000000000000009 8.5000000000000018 12.500000000000002 11.500000000000002 10.500000000000002 3.5000000000000004 5
decision_type=2 9 1 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1
left_child=-1 2 7 13 5 15 -7 8 10 -10 11 19 -12 16 -15 -5 -4 18 -18 -2 -9 -22 23 -23 -24 26 -26 -8 -3 -30
right_child=1 28 3 4 -6 6 27 20 9 -11 12 -13 -14 14 -16 -17 17 -19 -20 -21 21 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0057080442981214553 -1.6606988393975533 -0.72591516112273935 1.4806449586490418 23.395440314797796 -1.5119671878443439 458.14317187500001 -26.261407645803985 0.61431760637123034 185.89508085704986 5.3461614722174566 -4.6558303504154601 103.64195050048829 -65.508864144717947 39.305897670838895 0.41835109523085301 -9.0580746733624 1.6468538405678492 -1.3158469955212642 -114.28801498413087 -29.520006548563643 -0.52475279006389308 -3.6371729593019229 24.847582817077637 -105.22344092034005 -5.412624042264877 3.6377701028397214 -56.594094571200287 -3.63974028765145 3.5481506549735222 -14.294050759007185
leaf_weight=664428 68 7503 848 34 401 25 61 1049 21 185 29 25 34 41 61 138 55 461 27 30 654 111 20 37 62 152 22 59 775 597
leaf_count=664428 68 7503 848 34 401 25 61 1049 21 185 29 25 34 41 61 138 55 461 27 30 654 111 20 37 62 152 22 59 775 597
internal_value=0 -0.277944 1.57932 3.55122 11.9233 28.0805 66.4613 -0.159001 10.2563 23.7516 -4.13871 12.9473 -37.4972 -0.474988 16.0496 -2.64284 -1.68671 -6.63316 -36.5268 -10.1891 -2.13528 -4.84171 -11.9499 -29.0337 -2.07328 -4.35471 -18.8173 -15.1391 -1.26396 -4.21555
internal_weight=0 13585 4710 2211 718 317 145 2499 392 206 186 123 63 1493 102 172 1391 543 82 98 2107 1058 404 148 256 236 84 120 8875 1372
internal_count=678013 13585 4710 2211 718 317 145 2499 392 206 186 123 63 1493 102 172 1391 543 82 98 2107 1058 404 148 256 236 84 120 8875 1372
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=150049 2 131072 16416 2049 2
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=31
num_cat=8
split_feature=12 2 13 11 12 12 11 14 13 13 9 11 14 12 11 13 13 14 1 11 12 11 12 9 6 0 12 12 0 12
split_gain=98132.7 639442 3.1712e+06 1.93283e+07 1.75584e+07 2.02397e+06 999421 2.01904e+06 949580 631414 1.22144e+06 6.85642e+06 1.7244e+07 2.19747e+07 981936 3.18288e+06 3.04325e+06 2.47214e+06 7.67697e+06 2.23222e+07 2.3176e+07 3.48818e+06 8.88137e+06 1.58992e+07 5.19883e+06 3.40036e+06 7.33905e+06 8.52249e+06 3.23305e+06 1.19313e+07
threshold=3.5000000000000004 1.0000000180025095e-35 0 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1 2 3 1.0000000180025095e-35 2.5000000000000004 4 1.5000000000000002 1.5000000000000002 5 6 7 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 9 2 2 2 2 1 9 9 2 2 1 2 2 9 9 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 -5 8 -7 -8 -4 10 -1 -12 -13 -14 16 -16 17 18 21 20 -20 -11 25 24 -24 -23 27 -27 -19 -30
right_child=-2 2 5 4 -6 6 7 -9 -10 14 11 12 13 -15 15 -17 -18 28 19 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.42047200492744063 0.028037563518415232 -1.5361157858999153 0.66212728402157983 -12.592480632237027 101.89180446122144 -4.8866640896915712 -23.376749758817713 -2.9181479524311271 -3.2669102419648759 0.73490600947506479 -5.021350715829314 -1.7623888949690194 -10.073089920679728 99.473221669298539 -1.3553035894251233 -0.027785520465657621 -0.26299268666441322 -0.49923415877084393 -0.13813608342950995 -15.852420674837553 135.9731797843144 -1.599059201788307 5.7095242137797397 91.646227096628266 26.705632091098366 -3.6019125257219589 -6.3776241709024477 38.75507236603768 -0.55205531992636503 12.739485909832512
leaf_weight=15298 439605 380 1358 21 37 523 98 95 1113 3297 278 145 30 47 20497 151433 30507 7993 22 52 29 921 342 27 180 77 156 124 2386 942
leaf_count=15298 439605 380 1358 21 37 523 98 95 1113 3297 278 145 30 47 20497 151433 30507 7993 22 52 29 921 342 27 180 77 156 124 2386 942
internal_value=0 -0.0516397 -1.36965 6.52194 60.4406 -2.46694 -7.15624 -13.3065 -1.11815 -0.0312898 0.579071 5.44313 18.5473 56.7928 -0.0753454 -0.186129 0.32942 1.42086 3.22051 30.251 77.2585 2.67716 6.18213 16.8199 12.9496 1.61239 9.8974 22.5288 0.591203 3.21015
internal_weight=0 238408 3625 438 58 3187 716 193 2471 234783 15798 500 222 77 218985 171930 47055 16548 5227 103 51 5124 1827 549 522 1278 357 201 11321 3328
internal_count=678013 238408 3625 438 58 3187 716 193 2471 234783 15798 500 222 77 218985 171930 47055 16548 5227 103 51 5124 1827 549 522 1278 357 201 11321 3328
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=557600 2 1460289 2171138 2 52 48 2
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=31
num_cat=7
split_feature=5 13 11 12 12 11 13 13 12 11 12 11 14 11 14 13 11 12 11 12 12 12 12 11 12 12 12 11 11 14
split_gain=94275.1 1.25544e+06 1.53868e+07 685430 1.91231e+06 1.76537e+06 702131 312815 498608 314354 302297 549411 295235 467928 217096 176352 176475 137730 127629 154308 260061 123421 108469 316264 107334 100532 271469 150573 470010 142139
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 1.5000000000000002 1 2 11.500000000000002 2.5000000000000004 1.5000000000000002 4.5000000000000009 3 3.5000000000000004 4 5 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 4.5000000000000009 10.500000000000002 12.500000000000002 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 2.5000000000000004 3.5000000000000004 2.5000000000000004 3.5000000000000004 6
decision_type=2 9 2 2 2 2 9 9 2 2 2 2 1 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=-1 2 -2 4 6 -6 14 8 -5 -10 11 -4 18 -14 -3 22 -17 -15 -12 -20 -21 -22 23 -8 -16 -24 27 -27 -29 -28
right_child=1 3 10 7 5 -7 15 -9 9 -11 12 -13 13 17 24 16 -18 -19 19 20 21 -23 25 -25 -26 26 29 28 -30 -31
leaf_value=0.0029020133878630075 90.289133453369146 -6.1064949900873247 19.661444369229404 14.454092142770165 -31.198203731718522 -6.7309787470884999 -1.0464030959389425 -0.42166359117804347 6.0788188056399433 -6.0955513803582448 7.7741650704984311 -1.6274680243598092 -17.983447328480807 5.466838818504697 -10.598033679615369 -10.019578440532541 -2.0397142902964114 -4.0530032140558419 7.0281894683837898 -4.9971229746371888 7.3184734562465126 0.46961831506693141 -2.3298662252882694 10.503292434279984 -20.7200412940979 0.42120716041988793 0.9454777324855016 18.714581681251527 -0.31386286594249585 -3.207171568706118
leaf_weight=673966 20 62 22 38 42 99 66 2311 48 38 27 27 22 21 22 33 173 55 32 79 35 106 188 37 20 36 191 25 27 145
leaf_count=673966 20 62 22 38 42 99 66 2311 48 38 27 27 22 21 22 33 173 55 32 79 35 106 188 37 20 36 191 25 27 145
internal_value=0 -0.481194 4.46624 -1.10329 -3.10011 -14.0191 -1.59808 -0.151652 4.54782 0.699446 0.541833 7.93082 -0.41854 -5.14028 -9.00141 -0.65722 -3.16443 -1.42252 1.23999 0.539903 -0.403848 2.16969 0.0988199 3.10252 -15.418 -0.40509 0.448349 5.39266 8.83443 -0.846588
internal_weight=0 4047 446 3601 1166 141 1025 2435 124 86 426 49 377 98 104 921 206 76 279 252 220 141 715 103 42 612 424 88 52 336
internal_count=678013 4047 446 3601 1166 141 1025 2435 124 86 426 49 377 98 104 921 206 76 279 252 220 141 715 103 42 612 424 88 52 336
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=33 2496 328000 2 2 1220632 2
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=31
num_cat=10
split_feature=1 13 14 12 11 12 12 13 12 13 11 11 13 13 14 11 12 13 12 12 14 12 12 11 12 12 14 11 12 12
split_gain=92744.7 1.33345e+06 1.60387e+06 1.90199e+06 8.22116e+06 1.62254e+07 1.89469e+06 1.19548e+06 1.19387e+06 1.04496e+06 1.46413e+06 1.02809e+06 3.93986e+06 1.93848e+06 1.85675e+07 2.44951e+07 3.55078e+06 1.55095e+06 4.30205e+06 2.42644e+06 2.00233e+07 1.57596e+08 2.54758e+07 2.6489e+06 2.25594e+06 1.79176e+06 2.13753e+07 1.32373e+06 1.11386e+06 884457
threshold=1.0000000180025095e-35 0 1 17.500000000000004 3.5000000000000004 18.500000000000004 7.5000000000000009 2 18.500000000000004 3 1.5000000000000002 2.5000000000000004 4 5 6 1.5000000000000002 16.500000000000004 7 14.500000000000002 17.500000000000004 8 18.500000000000004 18.500000000000004 3.5000000000000004 20.500000000000004 16.500000000000004 9 3.5000000000000004 1.5000000000000002 19.500000000000004
decision_type=2 9 1 2 2 2 2 9 2 9 2 2 9 9 1 2 2 9 2 2 1 2 2 2 2 2 1 2 2 2
left_child=-1 11 3 6 7 -6 9 -5 -9 -3 -11 13 28 14 15 -2 -16 19 -19 25 21 -21 -22 -24 -25 -14 -27 -28 -13 -23
right_child=1 2 -4 4 5 -7 -8 8 -10 10 -12 12 17 -15 16 -17 -18 18 -20 20 22 29 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0060671576000386057 144.52147035144625 -3.1105673841979744 -0.1651804333501897 -8.4508203916116198 -109.20072711447011 -6.6984525477632566 0.62716172275258542 19.794155992780414 -1.3670757861986553 -27.113679144599224 -7.2954744870545447 28.288297672760791 1.093164628456742 -1.9965657828326595 -9.7884636852027338 -8.2157144569215319 31.977866083642709 -2.2242158963698748 -50.067373709245167 217.81826162899245 -72.522888813848084 -46.012795771085301 -6.0072478095690407 42.529368082682296 10.660796033925024 -97.749725308625599 -5.1160643858068129 19.983903995860707 10.353640577013826 -72.096345813457788
leaf_weight=660306 21 1017 9236 100 23 47 1340 42 73 44 244 39 2717 1697 177 21 23 129 22 34 46 26 48 36 58 23 34 55 309 26
leaf_count=660306 21 1017 9236 100 23 47 1340 42 73 44 244 39 2717 1697 177 21 23 129 22 34 46 26 48 36 58 23 34 55 309 26
internal_value=0 -0.225842 -0.811214 -2.85042 -10.6122 -40.3778 -2.01408 -0.92108 5.85246 -4.72617 -9.97684 1.05897 2.06028 -0.79566 7.4022 68.1529 -4.98534 0.955457 -8.62364 1.44781 10.4378 50.4068 -7.84584 13.1059 22.8658 0.582203 -11.8132 10.3952 12.0182 -59.0546
internal_weight=0 17707 12166 2930 285 70 2645 215 115 1305 288 5541 3602 1939 242 42 200 3254 151 3103 274 86 188 142 94 2829 112 89 348 52
internal_count=678013 17707 12166 2930 285 70 2645 215 115 1305 288 5541 3602 1939 242 42 200 3254 151 3103 274 86 188 142 94 2829 112 89 348 52
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1352355 2 589840 135256 303104 544 2 1048705 2 2
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=31
num_cat=12
split_feature=12 13 1 14 11 13 12 1 14 8 0 12 13 1 14 11 11 1 0 11 13 14 6 7 13 1 14 13 6 13
split_gain=96213.8 1.07407e+06 3.70574e+06 2.90021e+07 1.72845e+06 821774 1.44386e+06 2.95381e+06 757802 542301 506387 497270 3.48144e+06 2.13687e+07 3.0803e+07 2.42216e+07 1.21062e+07 1.45981e+08 8.70758e+06 7.29589e+06 2.04765e+06 2.58351e+06 3.24579e+06 3.02965e+06 1.76199e+06 9.93208e+06 683791 628094 2.10105e+06 468961
threshold=18.500000000000004 0 1.0000000180025095e-35 1 3.5000000000000004 2 19.500000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 4 1.0000000180025095e-35 5 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 6 7 1.0000000180025095e-35 1.0000000180025095e-35 8 1.0000000180025095e-35 9 10 1.0000000180025095e-35 11
decision_type=2 9 2 1 2 9 2 2 1 2 2 2 9 2 1 2 2 2 2 2 9 1 2 2 9 2 1 9 2 9
left_child=11 2 9 -4 -5 6 7 8 10 -2 -3 -1 16 27 15 19 24 18 20 -15 21 22 23 -18 25 -13 29 28 -14 -26
right_child=1 5 3 4 -6 -7 -8 -9 -10 -11 -12 12 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0036405056518211045 -0.94465380381385422 4.3271444363155585 -103.43427433198499 -4.0655146812137808 20.839442183754663 0.3097995571508273 0.51981241256299648 39.784026580021305 -2.8505198112432506 13.645569981061497 15.350015463829042 -2.4163914457724918 -1.29947076132423 2.4794710693359376 3.8679904864758861 -145.23331946170694 -51.202495628179513 273.28215332031249 22.114824468622764 -67.078608141447361 2.7379852836834639 6.6463738460930033 -3.3129084804601838 -4.0920146942138675 -1.7384063066457558 -55.851966014661286 1.7678771461730649 -0.94528011663242428 -31.655928707122804 1.3519765936608157
leaf_weight=652719 1262 87 31 76 44 14912 495 29 69 26 80 411 95 25 98 33 43 21 189 38 197 49 57 20 2280 38 1189 2751 30 619
leaf_count=652719 1262 87 31 76 44 14912 495 29 69 26 80 411 95 25 98 33 43 21 189 38 197 49 57 20 2280 38 1189 2751 30 619
internal_value=0 0.234105 -2.3712 -17.2087 5.0663 0.474534 3.66081 9.66609 5.96516 -0.650131 9.60756 -0.00607176 -0.780773 -3.43626 -35.5703 -75.8302 0.818781 14.4769 4.68424 -39.4762 -4.3168 -11.9928 -20.6032 -36.2468 -0.913393 -6.78761 -0.250989 -1.28061 -7.94909 -1.07987
internal_weight=0 17111 1439 151 120 15672 760 265 236 1288 167 660902 8183 3070 194 96 5113 576 555 63 366 169 120 63 4537 449 4088 2876 125 2899
internal_count=678013 17111 1439 151 120 15672 760 265 236 1288 167 660902 8183 3070 194 96 5113 576 555 63 366 169 120 63 4537 449 4088 2876 125 2899
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1048576 2 66208 2 1405008 2 1048576 2 1048576 2 256 8208
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=31
num_cat=8
split_feature=12 13 12 13 0 14 11 12 11 4 14 11 11 11 14 13 6 12 12 0 7 12 14 9 7 11 12 13 6 6
split_gain=88800.9 625781 2.62457e+06 6.66657e+06 1.88417e+07 7.50511e+07 2.85952e+08 1.67911e+07 8.33969e+06 4.94057e+06 1.2657e+07 3.35227e+07 7.11016e+07 4.33518e+06 1.75538e+07 4.65232e+07 1.22208e+08 3.14848e+08 1.38646e+07 2.78876e+07 2.59356e+06 4.54539e+06 2.11693e+06 2.58565e+06 2.30571e+06 1.75569e+06 8.74644e+06 1.72648e+06 1.56878e+06 1.24087e+06
threshold=7.5000000000000009 0 5.5000000000000009 1 1.0000000180025095e-35 2 2.5000000000000004 6.5000000000000009 2.5000000000000004 1.0000000180025095e-35 3 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 4 5 1.0000000180025095e-35 6.5000000000000009 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 6 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 7 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 9 2 1 2 2 2 2 1 2 2 2 1 9 2 2 2 2 2 2 1 2 2 2 2 9 2 2
left_child=1 2 27 4 22 8 7 -7 -6 13 -11 -12 -13 14 15 16 18 -18 -5 -20 -16 -22 23 24 25 28 -27 29 -4 -1
right_child=-2 -3 3 9 5 6 -8 -9 -10 10 11 12 -14 -15 20 -17 17 -19 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.1083817058665986 -0.042022644047201109 -0.032684555054258012 6.1079114079475403 -5.3619830526154617 8.1740836051202592 20.727346340815227 380.15294846754813 -101.7148615700858 -61.717834171495944 -10.198386970938069 -0.22889508734216224 167.84408354986283 -31.818011806857204 0.045478484727970364 -4.8069840318881552 -7.6451818991017042 453.91580327351886 -43.876508246527777 -4.4718005589076446 106.5743598756336 -4.2818804080669697 44.095472877256334 -2.1999748050805294 -16.899137814839683 -16.622765604654948 -2.8145033427647181 81.443319758501929 0.37822093363292236 33.798927043034482 0.77084630997279924
leaf_weight=16959 288779 310505 96 116 31 24 26 21 38 146 143 42 31 11329 780 298 24 27 49 42 52 31 330 30 21 28 22 43535 26 4432
leaf_count=16959 288779 310505 96 116 31 24 26 21 38 146 143 42 31 11329 780 298 24 27 49 42 52 31 330 30 21 28 22 43535 26 4432
internal_value=0 0.0311653 0.282956 1.53522 11.0236 43.9539 116.133 -36.4124 -30.3171 1.02447 12.5453 27.9183 83.0561 0.698125 5.90872 19.7655 49.7923 190.379 17.5605 46.7803 -3.01871 13.7868 2.88614 10.4127 14.658 18.4772 34.2589 0.0167726 12.0093 -0.718689
internal_weight=0 389234 78729 13803 693 140 71 45 69 13110 362 216 73 12748 1419 556 258 51 207 91 863 83 553 223 193 172 50 64926 122 21391
internal_count=678013 389234 78729 13803 693 140 71 45 69 13110 362 216 73 12748 1419 556 258 51 207 91 863 83 553 223 193 172 50 64926 122 21391
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2962180 4 2 2 2 12288 2 4100
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=31
num_cat=9
split_feature=7 13 12 12 11 12 14 12 12 11 13 12 13 12 11 13 12 12 11 14 12 11 12 12 14 11 11 13 12 14
split_gain=90611.4 564237 513431 726899 696332 2.01475e+06 3.93331e+06 2.80513e+06 2.68724e+06 544209 711966 410747 1.90194e+06 1.62661e+06 1.30571e+06 2.88308e+06 8.03528e+06 1.09154e+07 1.88058e+07 1.94891e+07 3.08717e+06 1.76708e+06 1.95447e+06 8.80932e+06 9.13577e+06 2.37722e+07 3.98012e+06 2.99166e+06 9.71652e+06 1.73511e+07
threshold=1.0000000180025095e-35 0 7.5000000000000009 9.5000000000000018 4.5000000000000009 13.500000000000002 1 15.500000000000002 14.500000000000002 4.5000000000000009 2 8.5000000000000018 3 10.500000000000002 2.5000000000000004 4 14.500000000000002 13.500000000000002 1.5000000000000002 5 12.500000000000002 1.5000000000000002 15.500000000000002 14.500000000000002 6 1.0000000180025095e-35 1.0000000180025095e-35 7 12.500000000000002 8
decision_type=2 9 2 2 2 2 1 2 2 2 9 2 9 2 2 9 2 2 2 1 2 2 2 2 1 2 2 9 2 1
left_child=-1 2 -2 9 -5 -6 7 8 -7 10 -4 -3 -13 -14 15 16 17 20 -19 -20 -15 22 23 27 26 -26 -25 28 -17 -30
right_child=1 11 3 4 5 6 -8 -9 -10 -11 -12 12 13 14 -16 21 -18 18 19 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.010705410734019382 -1.2519681786240284 0.52125394154651017 7.1206529219705175 -1.1269977263260249 -2.1914497127899759 7.9835418407733627 -23.179212068474811 -3.9788396486214235 48.533368197354406 -4.2173509023721936 1.156477507229509 -1.7931402272177963 -1.2515878691332498 11.732680684913618 -0.14223642757325969 -5.959432468644108 -3.3585180487198367 -14.297777742147446 87.834237263997409 -11.245225454259803 -4.5419604706041738 -1.4225697611791517 -1.6068281934870221 -4.0606442138000771 75.275645769146124 -39.847208984692891 28.236824009782183 0.088954620185233313 98.432550245715731 -11.219124405472368
leaf_weight=624618 5138 26437 321 2413 208 26 23 28 44 103 541 4834 3722 397 4078 83 483 48 75 27 165 1768 742 108 71 24 59 1371 31 27
leaf_count=624618 5138 26437 321 2413 208 26 23 28 44 103 541 4834 3722 397 4078 83 483 48 75 27 165 1768 742 108 71 24 59 1371 31 27
internal_value=0 0.125017 -0.604133 0.292153 -0.538569 3.77717 14.0373 22.7718 33.472 2.65261 3.4735 0.269859 -0.0969185 0.521521 1.21261 2.22101 6.54269 13.3513 37.3177 61.6073 6.95454 0.997903 2.70274 4.50528 21.4338 46.192 7.34984 1.5719 14.9262 47.3878
internal_weight=0 53395 8845 3707 2742 329 121 98 70 965 862 44550 18113 13279 9557 5479 1195 712 150 102 562 4284 2516 1774 262 95 167 1512 141 58
internal_count=678013 53395 8845 3707 2742 329 121 98 70 965 862 44550 18113 13279 9557 5479 1195 712 150 102 562 4284 2516 1774 262 95 167 1512 141 58
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2622051 2 1 1060868 229504 2 2 2048 2
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=31
num_cat=7
split_feature=12 14 13 8 13 1 11 1 12 11 12 11 6 3 12 13 6 11 12 11 1 13 6 11 11 13 11 1 11 13
split_gain=96753.9 363777 1.14912e+06 743812 602176 2.35947e+06 9.83181e+06 1.55801e+06 1.60011e+06 662335 502899 795753 3.00972e+06 352437 307832 1.74927e+06 2.78086e+06 8.8272e+06 2.50558e+07 1.1075e+06 1.01762e+06 914607 590787 1.84585e+06 550144 1.16768e+06 1.64046e+06 1.13806e+06 389593 364393
threshold=19.500000000000004 0 1 1.0000000180025095e-35 2 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 22.500000000000004 2.5000000000000004 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 3.5000000000000004 1.0000000180025095e-35 4 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 5 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 6
decision_type=2 1 9 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 9
left_child=-1 4 10 14 7 13 9 -2 -9 -7 11 12 -3 -6 15 16 19 18 -18 28 -21 -16 -17 -24 29 26 27 -26 -4 -23
right_child=1 2 3 -5 5 6 -8 8 -10 -11 -12 -13 -14 -15 21 22 17 -19 -20 20 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0050084940851219655 1.1558776865336353 -1.1405243899605491 1.4111047064422804 18.204513733727591 -0.28639877287494792 -0.3694012333135136 -56.420267858003321 32.301252379561916 -2.0583892200304112 19.87018908587369 -0.14365596093187397 -2.5377255088629873 -42.429819407829875 6.1193917307360426 -1.5917875061076343 -0.21938310580354342 -2.2591027457759068 1.4894691957150652 108.73714044744318 5.6049246928730954 29.911888543764753 -1.1963039796142017 -35.519408499626891 -2.6948235172097403 36.91232959062625 1.1534585589137156 2.0035533030827839 8.0377127692812973 -5.5784741838773098 4.5158440406123797
leaf_weight=666326 1307 55 471 28 6724 61 38 33 23 22 298 188 26 87 757 284 53 183 33 61 24 262 21 93 39 169 48 21 96 182
leaf_count=666326 1307 55 471 28 6724 61 38 33 23 22 298 188 26 87 757 284 53 183 33 61 24 262 21 93 39 169 48 21 96 182
internal_value=0 0.285232 1.15769 1.97979 -0.0715355 -0.44983 -14.2922 1.84219 18.1893 4.99531 -2.92167 -6.10779 -14.3939 -0.204575 1.82445 2.93496 5.29543 13.9077 40.3325 1.82344 12.4681 0.833396 -2.59517 -8.74146 3.35521 6.89896 14.4453 26.8062 0.227684 1.21993
internal_weight=0 11687 3392 2825 8295 6932 121 1363 56 83 567 269 81 6811 2797 1319 921 269 86 652 85 1478 398 114 721 277 108 60 567 444
internal_count=678013 11687 3392 2825 8295 6932 121 1363 56 83 567 269 81 6811 2797 1319 921 269 86 652 85 1478 398 114 721 277 108 60 567 444
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2 45132 110696 1116208 327857 131072 1196032
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=31
num_cat=9
split_feature=12 12 13 0 14 13 12 6 11 1 13 0 11 11 14 13 12 6 11 13 11 12 11 12 0 11 12 12 13 13
split_gain=78518.6 326565 871748 1.44043e+06 1.57504e+06 457183 637756 752441 1.31239e+06 437824 353532 352514 795581 343491 304509 516892 990128 5.84541e+06 1.45993e+07 792352 646809 2.08482e+06 456689 425686 1.96264e+06 610922 472776 354785 860617 460234
threshold=19.500000000000004 20.500000000000004 0 1.0000000180025095e-35 1 2 21.500000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4 5 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6 1.0000000180025095e-35 21.500000000000004 3.5000000000000004 27.500000000000004 1.0000000180025095e-35 2.5000000000000004 23.500000000000004 22.500000000000004 7 8
decision_type=2 2 9 2 1 9 2 2 2 2 9 2 2 2 1 9 2 2 2 9 2 2 2 2 2 2 2 2 9 9
left_child=-1 2 3 4 13 6 7 9 -9 -3 11 -4 -13 -2 22 16 17 -16 -19 -18 21 -17 -7 26 -25 -26 -21 28 -24 -29
right_child=1 5 10 -5 -6 14 -8 8 -10 -11 -12 12 -14 -15 15 20 19 18 -20 23 -22 -23 27 24 25 -27 -28 29 -30 -31
leaf_value=-0.0045075962426091758 37.335906133197604 -1.8255895767211916 0.44293752794177083 -2.2381005247978316 1.2439861989021301 -0.57255342035276735 -0.50443151605197756 -31.672185257502964 -3.1401604903371712 -15.531524291405312 -0.41885445883391226 7.7798112507524166 0.89698005684368687 21.158527279581346 -0.63288505613597623 -33.839341318130494 -1.6210035079564804 78.281022474500872 -1.781874458251461 5.1480638766818583 0.29464283095694138 -0.49415208164850877 11.407096635487122 -3.5276226005438023 13.342587229410809 34.748004659016928 -1.8046614707549873 4.2605755581412206 0.60353122088941236 -2.3350092953497716
leaf_weight=666326 21 225 968 73 40 4388 870 28 38 26 1496 261 471 35 289 25 653 36 62 225 348 75 108 59 30 24 173 162 213 265
leaf_count=666326 21 225 968 73 40 4388 870 28 38 26 1496 261 471 35 289 25 653 36 62 225 348 75 108 59 30 24 173 162 213 265
internal_value=0 0.256956 1.08825 7.88257 16.3996 -0.0791778 -1.8877 -5.74361 -15.2447 -3.24533 0.702114 1.68525 3.3511 27.225 0.224025 1.27149 2.12826 6.52387 27.629 0.685123 -1.70417 -8.83045 -0.183226 3.59349 9.08053 22.8561 2.1259 2.10069 4.61254 0.212392
internal_weight=0 11687 3365 169 96 8322 1187 317 66 251 3196 1700 732 56 7135 1999 1551 387 98 1164 448 100 5136 511 113 54 398 748 321 427
internal_count=678013 11687 3365 169 96 8322 1187 317 66 251 3196 1700 732 56 7135 1999 1551 387 98 1164 448 100 5136 511 113 54 398 748 321 427
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=8192 2 1056772 1081392 2 657681 16 147584 53249
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=31
num_cat=11
split_feature=5 13 11 12 11 13 12 12 14 14 13 11 12 12 12 12 12 14 12 13 12 12 12 13 14 12 13 12 13 11
split_gain=74613.2 2.07486e+06 1.84319e+07 756650 514305 1.51644e+06 664503 1.3152e+06 512498 390401 178564 1.3873e+06 2.18895e+06 262852 159289 138654 144428 127759 135421 106097 134076 103716 475813 274448 224121 373281 241052 161379 144792 123549
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1 8.5000000000000018 7.5000000000000009 2 3 4 3.5000000000000004 8.5000000000000018 1.5000000000000002 10.500000000000002 2.5000000000000004 10.500000000000002 5 12.500000000000002 6 19.500000000000004 8.5000000000000018 7.5000000000000009 7 8 11.500000000000002 9 14.500000000000002 10 3.5000000000000004
decision_type=2 9 2 2 2 9 2 2 1 1 9 2 2 2 2 2 2 1 2 9 2 2 2 9 1 2 9 2 9 2
left_child=-1 2 -2 9 5 8 7 -7 -3 -4 11 12 -6 -13 -5 -15 -17 18 -18 -8 -21 22 23 -12 26 -26 -23 -28 -25 -29
right_child=1 4 3 14 10 6 19 -9 -10 -11 21 13 -14 15 -16 16 17 -19 -20 20 -22 24 -24 28 25 -27 27 29 -30 -31
leaf_value=0.0025874935156016843 90.034647399902354 -8.3729703171799592 -4.4448373794555662 9.1885682928151109 38.088350795745853 -3.4562139011383062 2.8190420537755112 -31.075305252075196 -22.282113069754381 -22.481865288019179 0.38474592531197954 -8.9503357805524555 -3.3542053892062267 8.0452183314732135 0.94978770785700017 -2.95396788706545 9.2187204821356428 -3.3801730657878672 1.328066626362417 -1.0718690893459089 6.2763840392783834 3.0598690693395856 -7.8497380549662585 -0.93903762260451917 4.9033690501945193 -0.80418194927932596 -2.1925456397409948 1.3113007465261839 -6.1962750554084778 -2.9121077317457935
leaf_weight=673966 25 54 30 29 25 125 128 20 52 20 598 35 26 21 123 122 29 38 87 309 27 127 107 118 198 272 811 290 110 91
leaf_count=673966 25 54 30 29 25 125 128 20 52 20 598 35 26 21 123 122 29 38 87 309 27 127 107 118 198 272 811 290 110 91
internal_value=0 -0.428079 8.65475 -0.988565 -0.987888 -3.40848 -1.33481 -7.26574 -13.8863 -11.6596 -0.433672 1.56423 16.9608 -0.75379 2.52166 0.212133 -0.383862 1.6522 3.30073 0.489833 -0.467472 -0.717897 -1.57529 -0.762499 -0.274761 1.60028 -0.942894 -1.38343 -3.6292 0.30256
internal_weight=0 4047 227 202 3820 715 609 145 106 50 3105 383 51 332 152 297 276 154 116 464 336 2722 933 826 1789 470 1319 1192 228 381
internal_count=678013 4047 227 202 3820 715 609 145 106 50 3105 383 51 332 152 297 276 154 116 464 336 2722 933 826 1789 470 1319 1192 228 381
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2080 425985 2 2 1 2 90176 1220632 2 456 540672
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=31
num_cat=10
split_feature=12 13 12 5 2 14 11 13 14 0 3 13 14 12 12 12 12 12 13 7 6 14 13 0 2 13 0 3 0 11
split_gain=74000.5 553247 1.588e+06 3.06635e+07 1.15239e+07 7.93057e+07 3.07811e+06 4.56262e+06 1.19996e+07 8.74204e+06 1.28816e+06 1.47876e+07 5.08915e+07 1.2004e+08 3.69782e+06 3.4678e+06 8.44032e+06 1.12354e+06 2.96174e+06 2.04837e+06 2.01605e+06 2.01506e+06 2.06012e+06 4.18915e+06 1.88444e+06 1.81222e+06 4.20682e+06 5.04008e+06 1.63161e+06 4.69327e+06
threshold=7.5000000000000009 0 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1 3.5000000000000004 2 3 1.0000000180025095e-35 1.0000000180025095e-35 4 5 10.500000000000002 18.500000000000004 10.500000000000002 13.500000000000002 8.5000000000000018 6 1.0000000180025095e-35 1.0000000180025095e-35 7 8 1.0000000180025095e-35 1.0000000180025095e-35 9 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004
decision_type=2 9 2 2 2 1 2 9 1 2 2 9 1 2 2 2 2 2 9 2 2 1 9 2 2 9 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 -8 -10 -4 12 15 -14 -13 -12 -17 18 19 -3 21 24 23 -23 25 26 27 -20 -27 -30
right_child=1 17 10 -5 5 -7 7 -9 9 -11 11 14 13 -15 -16 16 -18 -19 20 -21 -22 22 -24 -25 -26 28 -28 -29 29 -31
leaf_value=0.028470051185892565 -0.95085790661473268 0.40690423863490577 -0.074439394415809365 106.44270158495222 213.24875427246093 -8.5794125545455753 -1.6283122495504525 -0.69561599561261012 45.118354522924633 2.1870670530531142 7.0393442467467429 -1.7286237505044832 -3.6728033981323245 249.35191426595054 33.747793006896977 -72.249958825111392 0.63769044546370823 -0.014980650023775419 49.227727372911247 5.7088651334209217 -2.8551100066160515 -4.3965579271316528 -1.5639243637653244 -47.144417584326959 -9.0338377565296764 -0.78152119149375421 -9.2230215279952343 -9.1757096030495386 -0.68810158690958712 7.7694660190421505
leaf_weight=389234 3107 7258 28845 28 20 83 260 584 139 72 73 1424 50 30 30 24 47 225576 45 810 6056 88 7525 31 197 3499 46 22 1766 1044
leaf_count=389234 3107 7258 28845 28 20 83 260 584 139 72 73 1424 50 30 30 24 47 225576 45 810 6056 88 7525 31 197 3499 46 22 1766 1044
internal_value=0 -0.038341 0.335432 2.13634 1.45157 34.494 0.633841 5.30082 12.4856 30.4688 0.0822472 2.77571 26.0973 91.2115 -0.98984 -8.26497 -24.0004 -0.0895915 -0.682515 0.938041 -1.32579 -0.677382 -1.78343 -14.3285 0.599947 0.895471 12.9197 30.0505 0.658584 2.45414
internal_weight=0 288779 34816 4293 4265 103 4162 1055 471 211 30523 1678 224 80 1454 144 71 253963 28387 8068 20319 14263 7644 119 6619 6422 113 67 6309 2810
internal_count=678013 288779 34816 4293 4265 103 4162 1055 471 211 30523 1678 224 80 1454 144 71 253963 28387 8068 20319 14263 7644 119 6619 6422 113 67 6309 2810
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=278760 2 136 2 32 2 1052673 2 4 4
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=31
num_cat=7
split_feature=5 13 11 12 11 13 12 12 12 14 12 12 12 12 11 11 12 13 13 12 14 12 12 11 12 11 12 12 14 11
split_gain=85410 836047 1.36594e+07 5.73172e+07 656972 1.87678e+06 635205 662639 574030 510070 327219 270874 247466 463341 731324 1.56331e+06 177241 259075 202377 1.11295e+06 174461 133897 196044 122181 119892 244586 196143 450525 391296 446332
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1 8.5000000000000018 6.5000000000000009 1.0000000180025095e-35 2 2.5000000000000004 13.500000000000002 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 2.5000000000000004 16.500000000000004 3 4 17.500000000000004 5 10.500000000000002 13.500000000000002 3.5000000000000004 11.500000000000002 4.5000000000000009 8.5000000000000018 7.5000000000000009 6 3.5000000000000004
decision_type=2 9 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 9 9 2 1 2 2 2 2 2 2 2 1 2
left_child=-1 2 3 -2 5 9 7 -7 -4 11 23 -3 20 14 15 -14 17 24 19 -18 -6 -12 -23 -10 26 -26 27 -15 -28 -30
right_child=1 4 8 -5 12 6 -8 -9 10 -11 21 -13 13 16 -16 -17 18 -19 -20 -21 -22 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.002759499354626509 174.82339545137117 -4.1055211924016479 10.072065947776618 -58.816907942862741 -10.290655647836081 -3.1169344820406129 0.27449500782987774 -18.963629155545622 -13.390068174291541 -23.787326301718661 -2.8766015193462375 -18.519837717576461 -0.17527293284734091 0.90371749222963715 -5.1160966017307388 29.008551899079357 23.122382206386991 -2.1027167352412857 -0.40718832703050745 -0.4730206672247354 -1.7054821914327996 3.1922492777600011 -2.2826048514199635 -5.042105834960938 -1.299113065496412 7.2852522441319056 0.63081585856371147 -8.7604993292263575 12.783330992185153 -3.4254276120144391
leaf_weight=673966 21 32 43 21 41 92 462 37 27 53 200 22 45 348 39 31 27 868 157 77 56 136 126 50 642 35 215 56 65 23
leaf_count=673966 21 32 43 21 41 92 462 37 27 53 200 22 45 348 39 31 27 868 157 77 56 136 126 50 642 35 215 56 65 23
internal_value=0 -0.458014 2.88141 58.0032 -1.07206 -3.81252 -1.4336 -7.66211 -1.04694 -15.3807 -1.93399 -9.97802 -0.374041 -0.190958 6.01609 11.7287 -0.475005 -0.76091 1.99188 5.15686 -5.33427 -0.928101 0.559304 -7.96931 0.0951335 -0.855313 1.0066 -0.435877 2.92989 8.54695
internal_weight=0 4047 624 42 3423 698 591 129 582 107 539 54 2725 2628 115 76 2513 2252 261 104 97 462 262 77 1384 677 707 404 303 88
internal_count=678013 4047 624 42 3423 698 591 129 582 107 539 54 2725 2628 115 76 2513 2252 261 104 97 462 262 77 1384 677 707 404 303 88
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1048608 395265 2 567573 133121 2 2
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=31
num_cat=10
split_feature=12 13 11 3 0 11 14 11 2 13 12 11 12 13 11 14 11 13 14 12 12 12 12 14 13 9 14 11 12 0
split_gain=86202.3 574561 888144 952210 570021 1.99331e+06 3.24158e+06 2.80795e+06 509912 2.58139e+06 3.34269e+07 5.90196e+06 1.63917e+06 1.02241e+06 1.01118e+06 1.59103e+06 979558 624548 1.41595e+06 3.86415e+06 1.19346e+06 574488 522244 765391 487444 3.14753e+06 9.96973e+06 2.99536e+07 3.95168e+07 750223
threshold=3.5000000000000004 0 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1 1.5000000000000002 1.0000000180025095e-35 2 2.5000000000000004 3.5000000000000004 2.5000000000000004 3 3.5000000000000004 4 3.5000000000000004 5 6 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 7 8 1.0000000180025095e-35 9 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 1 2 2 9 2 2 2 9 2 1 2 9 1 2 2 2 2 1 9 2 1 2 2 2
left_child=8 2 4 -4 -2 -6 7 -7 24 10 11 -10 13 -11 -14 -16 -15 22 21 20 -20 -19 23 -18 25 29 -27 -28 -29 -1
right_child=1 -3 3 -5 5 6 -8 -9 9 12 -12 -13 14 16 15 -17 17 18 19 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.55749042158544593 -0.78131948805437323 0.035646981500225342 -1.2045310699958154 -7.2425145658728205 -4.0469900410750821 52.012064463751656 -3.8124229204087032 11.678093547821046 -0.73246401684624818 -2.6139240952960234 113.88695141718938 -61.177410307384676 -3.689489147220038 -0.21401467559554363 -21.035133359870134 -3.0156978140071948 14.326219566500917 5.6858888626098638 15.735089994513471 48.892700583359293 -10.450441810062955 -13.239523680313775 -7.411894607543946 -2.0676769705379714 -0.061992704526030541 -2.7797385840945772 -18.009166768132424 -9.7465460709163132 173.1561475965712 -3.0467547436911753
leaf_weight=9976 1567 436672 647 438 145 28 63 45 70 1301 26 21 565 1100 98 98 49 53 46 29 28 23 50 68 223917 180 49 21 27 613
leaf_count=9976 1567 436672 647 438 145 28 63 45 70 1301 26 21 565 1100 98 98 49 53 46 29 28 23 50 68 223917 180 49 21 27 613
internal_value=0 0.0262631 -1.3663 -3.64198 -0.037593 4.10981 12.8064 27.1487 -0.0484139 -1.22539 12.7958 -14.6813 -1.72459 -0.591754 -5.83646 -12.0254 1.23716 5.88648 9.76684 17.9523 5.82705 -0.0415386 1.0779 4.79814 -0.0302417 0.623538 11.1471 36.9906 93.1362 0.34884
internal_weight=0 439605 2933 1085 1848 281 136 73 238408 3625 117 91 3508 2747 761 196 1446 346 179 103 74 76 167 117 234783 10866 277 97 48 10589
internal_count=678013 439605 2933 1085 1848 281 136 73 238408 3625 117 91 3508 2747 761 196 1446 346 179 103 74 76 167 117 234783 10866 277 97 48 10589
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2097154 2 32 12701 2 1050624 2 2 2162946 2
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=31
num_cat=5
split_feature=14 12 13 3 12 11 11 13 12 12 2 13 13 8 11 2 3 12 11 11 11 12 6 12 0 12 11 12 11 12
split_gain=72154.9 862076 4.11316e+06 3.23401e+06 4.33884e+07 5.20425e+07 1.48919e+08 3.89999e+06 3.29889e+06 1.51612e+06 1.88205e+06 2.09548e+06 1.8713e+06 3.07743e+06 1.06622e+07 2.16065e+06 1.79417e+06 5.96653e+06 4.00044e+06 1.47556e+06 1.26556e+06 1.59458e+06 2.16583e+06 1.89309e+06 3.20244e+06 1.23148e+06 3.01825e+06 8.84326e+06 1.23042e+06 1.16757e+06
threshold=0 10.500000000000002 1 1.0000000180025095e-35 11.500000000000002 2.5000000000000004 1.5000000000000002 2 12.500000000000002 13.500000000000002 1.0000000180025095e-35 3 4 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 1.5000000000000002 3.5000000000000004 3.5000000000000004 12.500000000000002 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 11.500000000000002 3.5000000000000004 12.500000000000002 2.5000000000000004 15.500000000000002
decision_type=1 2 9 2 2 2 2 9 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 -6 10 11 20 13 15 -15 29 -13 18 -18 -17 -4 22 23 -22 -25 -12 -27 -28 -20 -11
right_child=1 2 9 4 7 -7 -8 -9 -10 12 25 16 -14 14 -16 19 17 -19 28 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.031967442483504485 0.11811088615966886 0.5697384083159498 -0.38790686179263428 -23.495478102012918 -35.202250806490582 -28.376259396870935 318.85670928955079 5.5235566971317827 -6.0649978058010925 -0.38884089238740305 -0.8249253441890082 -1.5048184693772466 0.19898022161022227 0.57066642631918707 -80.998829286748716 -1.4161880311511812 -7.8775971926175634 0.0523459204921016 -58.312150214700139 33.389827863101303 3.7623057186242308 -2.176646339351481 -1.587294795948972 5.7958011006200039 26.638999941182693 -6.4490668536264666 -66.348574014143523 10.820461386221426 -28.739157803853352 -4.0846386490226951
leaf_weight=345877 260053 24882 2348 27 48 30 24 292 204 1776 165 20634 17968 59 22 21 52 243 34 29 330 352 279 172 129 231 33 27 24 1648
leaf_count=345877 260053 24882 2348 27 48 30 24 292 204 1776 165 20634 17968 59 22 21 52 243 34 29 330 352 279 172 129 231 33 27 24 1648
internal_value=0 0.0332905 -0.272715 0.747904 7.85287 76.1345 137.611 -2.31407 -11.1716 -0.831632 -1.36063 -1.24262 -0.216259 -2.30906 -21.584 -1.86629 -1.62498 -8.69481 -28.0181 18.7713 0.982052 3.5387 5.74947 8.99345 14.7286 -7.72631 -11.6395 -31.6225 -46.075 -2.16766
internal_weight=0 332136 72083 25507 625 81 51 544 252 46576 25053 24597 21523 3555 81 3474 20987 353 110 50 3610 1262 910 631 301 456 291 60 58 3424
internal_count=678013 332136 72083 25507 625 81 51 544 252 46576 25053 24597 21523 3555 81 3474 20987 353 110 50 3610 1262 910 631 301 456 291 60 58 3424
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 240289 131104 1048580 1048588
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=31
num_cat=7
split_feature=12 13 11 3 14 11 0 12 11 12 3 6 12 12 11 12 12 11 9 13 12 13 12 14 13 6 14 0 11 6
split_gain=86412.8 468184 718714 772119 475856 1.30836e+06 3.11481e+06 2.40226e+06 1.75224e+06 719865 568983 506639 1.78466e+06 487157 807095 459966 1.00844e+06 451078 1.5033e+06 1.07102e+06 2.08621e+06 2.40731e+06 2.18149e+06 1.60172e+07 5.66992e+07 1.2485e+08 5.51734e+06 4.78674e+06 5.56278e+06 4.11567e+06
threshold=3.5000000000000004 0 2.5000000000000004 1.0000000180025095e-35 1 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 1.5000000000000002 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 4.5000000000000009 1.5000000000000002 5.5000000000000009 7.5000000000000009 1.5000000000000002 1.0000000180025095e-35 2 6.5000000000000009 3 5.5000000000000009 4 5 1.0000000180025095e-35 6 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 1 9 2 1 2 2 2
left_child=-1 2 4 -4 5 9 13 8 -8 10 15 -11 -13 14 -7 -2 -17 18 19 -3 21 -21 26 24 25 27 -23 -24 -29 -26
right_child=1 17 3 -5 -6 6 7 -9 -10 11 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 22 23 -25 29 -27 -28 28 -30 -31
leaf_value=-0.048468940626119172 -4.2995533478565706 -0.20434497005798874 -1.083021125321779 -6.5201270403927332 -1.6419087696953689 -5.0025038932931842 56.635038248697917 -0.69917205047607434 18.422441673278808 -0.78739724162897451 -2.3239594572943609 32.08162554295167 -2.4289235758226972 -0.30247445302255921 15.680116321422435 -32.526610656738278 -2.4003375339508057 0.099030613121046634 -1.5433996824767979 -0.19852127114196599 -0.030662750951122315 -3.5196193802714135 -3.6432452120099748 -1.7580935140257901 -1.287603600960002 191.69042660799894 5.3409438625816668 -5.6167755126953125 50.855469268223032 -29.236295879588411
leaf_weight=238408 39 90966 647 438 923 29 24 25 24 163 185 23 43 271 54 25 20 311965 7059 3071 19299 1134 70 824 234 55 1848 26 53 68
leaf_count=238408 39 90966 647 438 923 29 24 25 24 163 185 23 43 271 54 25 20 311965 7059 3071 19299 1134 70 824 234 55 1848 26 53 68
internal_value=0 0.0262991 -1.23076 -3.27791 -0.0354966 1.56744 5.629 24.437 37.5287 -1.91506 -5.423 2.20562 9.59748 1.75052 8.45366 -12.2483 -19.1372 0.0347698 -0.125981 -0.0409345 0.516058 1.94587 3.46553 6.84151 20.8456 59.9871 1.97143 15.3978 32.2697 -7.33772
internal_weight=0 439605 2933 1085 1848 925 427 73 48 498 269 229 66 354 83 84 45 436672 124707 117648 26682 7383 4312 1330 506 204 2982 149 79 302
internal_count=678013 439605 2933 1085 1848 925 427 73 48 498 269 229 66 354 83 84 45 436672 124707 117648 26682 7383 4312 1330 506 204 2982 149 79 302
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2097154 2 1247477 311304 2 4096 2
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=31
num_cat=12
split_feature=13 3 12 12 14 13 14 11 12 13 12 12 11 13 14 12 12 11 14 11 12 12 13 11 12 14 12 13 11 13
split_gain=70458.3 320950 2.00666e+06 3.90258e+07 1.79565e+08 6.62903e+06 1.8691e+07 1.31892e+06 1.11891e+06 722863 789437 782700 770849 1.86381e+06 1.6025e+06 4.17109e+06 708689 1.58867e+06 3.00541e+06 1.1568e+07 836373 786046 969368 990062 1.38854e+06 1.09759e+06 954067 1.48969e+06 1.47235e+06 2.73416e+06
threshold=0 1.0000000180025095e-35 10.500000000000002 11.500000000000002 1 2 3 2.5000000000000004 12.500000000000002 4 5.5000000000000009 2.5000000000000004 3.5000000000000004 5 6 7.5000000000000009 7.5000000000000009 2.5000000000000004 7 3.5000000000000004 8.5000000000000018 4.5000000000000009 8 1.0000000180025095e-35 5.5000000000000009 9 1.5000000000000002 10 1.0000000180025095e-35 11
decision_type=9 2 2 2 1 9 1 2 2 9 2 2 2 9 1 2 2 2 1 2 2 2 9 2 2 1 2 9 2 9
left_child=-1 -2 9 4 7 6 -5 -4 -7 10 11 -3 -12 14 15 -14 21 -18 -19 20 -20 26 -23 24 -24 -26 -11 28 -28 -30
right_child=1 2 3 5 -6 8 -8 -9 -10 16 12 -13 13 -15 -16 -17 17 18 19 -21 -22 22 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.014102606952833278 -0.06024036176371074 -0.24032132598406758 -30.570799491802855 -3.8518066257468817 260.19818776845932 13.043198539870128 -94.169264844258635 -4.3612671464681627 -0.4709682069885755 -0.028430542900167357 0.74635708689814728 -2.2419835247104931 61.568181709621264 -2.298125264604213 2.1604323875613329 8.3623873129123591 0.29894236712064143 1.9833260865772475 -5.5714480197790905 90.426253890991219 13.456592587062293 -4.834193244272349 -1.7117536953517369 -1.1360174291019776 2.5245107409320302 18.676567327711318 -1.6483157842055611 -0.0143959560483001 8.1596716494049542 1.8948977259890751
leaf_weight=569008 67749 7107 48 97 32 70 30 32 491 13879 953 2694 23 108 41 41 828 272 33 20 77 578 168 1985 79 90 828 5365 821 4466
leaf_count=569008 67749 7107 48 97 32 70 30 32 491 13879 953 2694 23 108 41 41 828 272 33 20 77 578 168 1985 79 90 828 5365 821 4466
internal_value=0 0.0736551 0.293551 5.25307 59.9945 -3.65832 -23.3482 -20.087 1.19401 0.195479 -0.497428 -0.790518 1.96192 7.40059 16.0653 27.4832 0.453186 2.8031 7.96092 20.4679 7.74818 0.351064 -1.20853 -0.28398 4.72627 11.1262 0.529417 1.20384 2.26897 2.88675
internal_weight=0 109005 41256 800 112 688 127 80 561 40456 10967 9801 1166 213 105 64 29489 1230 402 130 110 28259 2900 2322 337 169 25359 11480 6115 5287
internal_count=678013 109005 41256 800 112 688 127 80 561 40456 10967 9801 1166 213 105 64 29489 1230 402 130 110 28259 2900 2322 337 169 25359 11480 6115 5287
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1210771 2 36 2 66148 516 2 2 2097160 2 2621440 2097152
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=31
num_cat=6
split_feature=12 13 3 13 12 14 5 11 12 11 0 12 11 14 11 12 12 1 14 14 1 12 9 6 4 12 2 11 12 10
split_gain=79165.7 707381 2.0067e+06 4.72094e+06 1.14527e+07 806810 536749 2.67673e+06 507561 1.45728e+06 1.45572e+06 2.69769e+06 7.40986e+06 5.99133e+06 898215 1.67559e+06 817242 2.28019e+06 6.97646e+06 1.59281e+06 1.9934e+07 1.00559e+06 653188 502534 479650 478170 463409 764098 450776 449295
threshold=11.500000000000002 0 1.0000000180025095e-35 1 13.500000000000002 2 1.0000000180025095e-35 2.5000000000000004 15.500000000000002 3.5000000000000004 1.0000000180025095e-35 16.500000000000004 2.5000000000000004 3 1.0000000180025095e-35 17.500000000000004 18.500000000000004 1.0000000180025095e-35 4 5 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 2.5000000000000004 19.500000000000004 1.0000000180025095e-35
decision_type=2 9 2 9 2 1 2 2 2 2 2 2 2 1 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 8 -8 -2 10 26 12 -12 -14 15 -13 19 -18 -19 20 22 23 29 -21 -3 -16 -10 -28 -27 -11
right_child=1 24 3 4 5 -7 7 -9 9 16 11 14 13 -15 25 -17 17 18 -20 21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.018696414260320551 -0.80074108418182277 0.1463174735944964 -0.58897231790240145 -79.11543902079265 -0.11820600128599577 -21.723701124191287 -29.844107923636571 0.18737522379557292 -0.075777619556553349 -2.1585251853111393 -1.7109403967857362 37.307933063507079 56.609810085954337 -2.7987264633178714 -2.6579044613183718 1.3822139520902892 -0.2796230251580295 67.982738647460948 -7.7714834890057958 -1.5946966747094318 -91.292628273597131 16.571010475158694 -12.698888061727796 10.613448115757535 -1.1915783584641695 12.09208448904532 21.277524905734595 -3.2453862667083744 0.46064058281909459 7.7566088929468266
leaf_weight=521661 7376 142549 299 30 56 25 37 150 853 679 96 20 58 24 204 37 491 20 31 171 26 50 56 42 2731 54 27 24 87 49
leaf_count=521661 7376 142549 299 30 56 25 37 150 853 679 96 20 58 24 204 37 491 20 31 171 26 50 56 42 2731 54 27 24 87 49
internal_value=0 0.0624262 -0.707702 -7.57358 -24.1585 -6.78657 -0.444343 -5.75468 -0.349543 0.724365 2.98656 6.8967 17.1458 39.2219 2.35855 13.9877 -1.35433 1.81078 21.9361 -2.95311 -5.14853 3.80845 -2.29171 0.812543 0.121159 0.437205 0.477838 9.73733 4.91524 -1.49116
internal_weight=0 156352 11072 410 111 81 10662 187 10475 3099 1484 580 178 82 402 57 1615 542 51 1073 810 263 784 213 145280 345 904 51 141 728
internal_count=678013 156352 11072 410 111 81 10662 187 10475 3099 1484 580 178 82 402 57 1615 542 51 1073 810 263 784 213 145280 345 904 51 141 728
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2097185 1 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=31
num_cat=11
split_feature=12 2 13 12 11 12 13 14 11 13 11 13 13 12 11 8 14 12 12 6 14 12 1 0 12 11 14 14 12 14
split_gain=66754.2 412192 2.68147e+06 2.8945e+07 4.92479e+06 1.54655e+06 886778 1.22291e+06 1.77339e+06 836403 398334 3.48409e+06 2.96105e+06 2.5905e+06 2.57129e+06 6.60423e+06 1.66787e+07 4.61353e+07 3.85796e+06 9.3296e+06 1.51418e+07 2.05465e+06 4.70914e+06 1.83877e+06 5.83977e+06 3.80133e+06 9.68197e+06 4.02661e+06 3.16212e+06 3.49637e+06
threshold=3.5000000000000004 1.0000000180025095e-35 0 2.5000000000000004 3.5000000000000004 2.5000000000000004 1 2 3.5000000000000004 3 1.5000000000000002 4 5 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 6 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 7 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 8 9 2.5000000000000004 10
decision_type=2 2 9 2 2 2 9 1 2 9 2 9 9 2 2 2 1 2 2 2 1 2 2 2 2 2 1 1 2 1
left_child=1 10 3 4 -3 9 7 8 -7 -4 11 13 14 -1 -12 18 17 -17 19 -16 -21 -20 -23 28 -25 26 -26 -27 -15 -30
right_child=-2 2 5 -5 -6 6 -8 -9 -10 -11 12 -13 -14 23 15 16 -18 -19 21 20 -22 22 -24 24 25 27 -28 -29 29 -31
leaf_value=-1.0729232481894055 0.023116118379866418 -0.56240290267558046 -2.7751304906307501 101.46636094718144 -55.046589878627231 -8.9892160524640765 -3.6457378467839017 -5.8983927201251598 -43.099245989764178 0.82199024158972345 -1.6555486683909078 -0.37505827209047693 0.051257822622685072 2.4414562751139011 2.1513928093229024 -36.192645395213162 -9.6430308743527071 131.28745658272192 -3.3530667360823077 -3.166492882429385 74.276095108032223 1.4725717697750815 44.824119318448581 0.89549136134690555 -1.018638316116764 14.076944079050206 19.568807790294201 -5.2879103209811396 3.1716992895345433 -3.518959874062757
leaf_weight=3590 439605 79 1026 29 21 35 598 98 27 1712 18306 34510 160542 7061 560 29 76 38 1674 51 50 691 26 2627 354 164 644 311 1184 2295
leaf_count=3590 439605 79 1026 29 21 35 598 98 27 1712 18306 34510 160542 7061 560 29 76 38 1674 51 50 691 26 2627 354 164 644 311 1184 2295
internal_value=0 -0.0425992 -1.1008 12.5332 -12.0041 -1.63506 -5.63714 -12.0961 -23.8436 -0.533078 -0.0262608 0.215735 -0.0963697 1.3336 -1.19813 1.41894 22.4228 58.7961 0.434808 7.19681 35.1714 -1.43457 3.04459 1.92463 3.72152 8.76157 12.2662 1.39806 1.22565 -1.24194
internal_weight=0 238408 3625 129 100 3496 758 160 62 2738 234783 52740 182043 18230 21501 3195 143 67 3052 661 101 2391 717 14640 4100 1473 998 475 10540 3479
internal_count=678013 238408 3625 129 100 3496 758 160 62 2738 234783 52740 182043 18230 21501 3195 143 67 3052 661 101 2391 717 14640 4100 1473 998 475 10540 3479
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=544 147456 2 12688 65586 54 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=31
num_cat=5
split_feature=13 5 14 11 12 11 12 12 12 12 11 2 12 12 12 13 8 12 0 12 3 12 9 14 13 12 12 2 12 11
split_gain=70329.9 517323 4.43722e+06 1.87717e+07 3.01832e+07 1.4241e+06 590510 567616 366774 345766 1.15823e+06 2.58189e+06 3.75316e+07 2.35501e+06 3.09677e+06 1.23248e+06 2.45608e+06 6.62905e+06 1.47088e+06 1.12777e+06 1.11115e+06 4.16857e+06 1.09368e+06 949643 1.46926e+06 4.99743e+06 7.32459e+06 920604 2.04184e+06 3.85281e+06
threshold=0 1.0000000180025095e-35 1 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 8.5000000000000018 12.500000000000002 8.5000000000000018 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 9.5000000000000018 6.5000000000000009 2 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 3 4 7.5000000000000009 5.5000000000000009 1.0000000180025095e-35 13.500000000000002 2.5000000000000004
decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 9 2 2 2 2 2
left_child=1 9 5 4 -4 7 -5 -3 -7 22 27 15 -13 14 -14 16 20 -18 -17 -15 -12 -22 -1 -20 25 26 -25 -11 -29 -30
right_child=-2 2 3 6 -6 8 -8 -9 -10 10 11 12 13 19 -16 18 17 -19 23 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.12785727015533321 -0.012097995578164933 -26.007811304142599 158.90140728723438 -12.614925246566536 -3.7216305541992187 -11.728736310738784 1.4149211920102438 -5.522064445983796 1.1366686074733734 0.46694311472493316 -1.8832303413502771 133.71383510936391 0.73686772860013527 -3.4347043995587327 -49.636583365564768 0.2587518405171601 -70.807656097412107 0.0039262624887319714 -1.1892182316946154 15.17563066819009 -3.9485982100168862 -47.454678102640003 -4.5534566527918763 -4.4104376849006206 -2.9357619762878273 -2.4161047816276553 -71.619526518544845 -4.7956504250316021 -1.414612502940217 29.225129934593486
leaf_weight=27441 594191 38 21 50 25 26 75 21 150 46391 1042 22 26 106 23 4751 20 39 1005 47 144 26 570 34 511 128 31 834 171 54
leaf_count=27441 594191 38 21 50 25 26 75 21 150 46391 1042 22 26 106 23 4751 20 39 1005 47 144 26 570 34 511 128 31 834 171 54
internal_value=0 0.0857436 3.64669 15.9021 70.5193 -5.27109 -4.19702 -18.7163 -0.763903 0.0684222 0.213185 -0.903474 9.68035 -3.82825 -22.9078 -1.21013 -4.0443 -24 -0.645253 2.2822 -3.10623 -10.6025 -0.217914 -3.16215 -5.97863 -13.1991 -36.464 0.400393 -2.51493 5.93893
internal_weight=0 83822 406 171 46 235 125 59 176 83416 55405 7955 224 202 49 7731 1271 59 6460 153 1212 170 28011 1709 704 193 65 47450 1059 225
internal_count=678013 83822 406 171 46 235 125 59 176 83416 55405 7955 224 202 49 7731 1271 59 6460 153 1212 170 28011 1709 704 193 65 47450 1059 225
cat_boundaries=0 1 2 3 4 5
cat_threshold=852076 2 32 2 68
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=31
num_cat=8
split_feature=5 13 12 12 11 12 14 12 11 12 11 14 12 14 11 14 13 12 12 12 13 12 12 11 11 14 12 12 11 12
split_gain=74010.6 648906 3.58281e+06 3.2798e+07 1.57773e+06 1.73082e+06 797321 772555 499952 315951 946645 626211 509855 291309 269196 268856 191006 284794 748190 189305 312530 457175 193735 323611 176433 172015 150653 133997 132327 131302
threshold=1.0000000180025095e-35 0 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 8.5000000000000018 1 6.5000000000000009 2.5000000000000004 13.500000000000002 1.0000000180025095e-35 2 10.500000000000002 3 1.5000000000000002 4 5 1.0000000180025095e-35 1.5000000000000002 10.500000000000002 6 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 7 11.500000000000002 4.5000000000000009 2.5000000000000004 11.500000000000002
decision_type=2 9 2 2 2 2 1 2 2 2 2 1 2 1 2 1 9 2 2 2 9 2 2 2 2 1 2 2 2 2
left_child=-1 2 3 6 5 7 14 15 -8 10 13 -12 -13 -4 -2 -3 17 -6 -19 20 21 -18 24 -24 25 -22 -21 -16 -11 -7
right_child=1 4 9 -5 16 29 8 -9 -10 28 11 12 -14 -15 27 -17 19 18 -20 26 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025551161155319248 -0.49060668836940419 -6.6037490415863873 -13.747702675087508 114.14926354544502 -8.8834155612521695 0.13548944648943448 -2.0519595819361069 -30.243893807600529 -16.399869189542883 1.32382637018266 -2.6668544926868489 19.582887969970706 1.6994218262759124 -4.4289839137684224 14.695605652907799 -18.361224862047145 -3.328767356551996 15.601033867730036 0.74994275095764884 2.8520792609037358 -7.5871113872528078 -16.631246927290253 0.87164720183327093 -3.4112769315962184 8.7053530306429483 4.3855854765574138 -0.4152796423347056 5.7198628743489586 -3.5727146928960631 -4.5012905523790954
leaf_weight=673966 44 41 86 28 27 95 85 34 34 337 233 25 44 55 29 37 119 36 588 172 20 33 315 401 37 30 786 39 66 171
leaf_count=673966 44 41 86 28 27 95 85 34 34 337 233 25 44 55 29 37 119 36 588 172 20 33 315 401 37 30 786 39 66 171
internal_value=0 -0.426369 1.6316 11.9376 -1.20079 -7.23614 -0.451739 -17.6644 -6.15136 -1.50425 -3.34746 -0.188842 8.17894 -10.1127 5.60411 -12.181 -0.315712 1.15394 1.60674 -0.817596 -1.8182 -5.83305 -0.973468 -1.52703 3.47038 -0.403493 0.171344 9.54775 0.521911 -2.8453
internal_weight=0 4047 1105 259 2942 378 231 112 119 846 443 302 69 141 112 78 2564 651 624 1913 955 152 803 716 87 50 958 68 403 266
internal_count=678013 4047 1105 259 2942 378 231 112 119 846 443 302 69 141 112 78 2564 651 624 1913 955 152 803 716 87 50 958 68 403 266
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=48 2 2 2 2 34821 16704 2
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=31
num_cat=4
split_feature=13 5 12 11 12 3 12 12 14 6 11 12 14 12 12 11 3 8 2 12 11 11 12 12 14 11 0 12 11 11
split_gain=72288.9 1.72993e+06 1.71926e+07 2.56958e+06 685691 1.15231e+07 1.90253e+08 9.91002e+06 2.31959e+06 608096 1.62185e+06 2.06858e+07 4.75689e+07 982370 510439 712511 1.56282e+06 1.62385e+06 654197 3.2936e+06 1.3749e+07 2.39229e+06 2.38586e+06 1.12226e+06 8.83637e+06 1.16997e+07 7.13664e+07 2.46963e+08 5.75646e+08 2.96014e+06
threshold=0 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 11.500000000000002 12.500000000000002 1 1.0000000180025095e-35 3.5000000000000004 11.500000000000002 2 11.500000000000002 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 3.5000000000000004 2.5000000000000004 6.5000000000000009 3 2.5000000000000004 1.0000000180025095e-35 7.5000000000000009 3.5000000000000004 3.5000000000000004
decision_type=9 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=1 4 -3 -4 14 9 -7 -8 -9 -6 13 12 -12 -11 18 -16 17 -17 23 20 22 -21 -20 -1 -25 -26 -27 28 -28 -29
right_child=-2 2 3 -5 5 6 7 8 -10 10 11 -13 -14 -15 15 16 -18 -19 19 21 -22 -23 -24 24 25 26 27 29 -30 -31
leaf_value=-0.26538996516058694 -0.0075851098344951575 77.528996387604749 -28.749069157768698 2.918462931307463 -0.41532404195384204 262.3444186029763 -70.757506706237791 2.2203773380762768 -27.251477790601328 -4.5672288783146788 157.27732372283936 -4.2432848075667016 -12.66713062286377 1.4460014489825799 0.61455978687376023 -5.8468345953746397 6.2146510749249844 11.7006940977914 0.86427546705024838 -7.2355095659179263 62.267077151026051 -33.102625261942549 -24.447859436857936 -3.6301201169455939 0.98696182564169443 -0.049629075886452038 588.50777992835413 -40.102082707331732 -54.364019544919337 -4.7132951736450197
leaf_weight=20495 643347 31 34 104 4702 29 25 140 33 325 28 277 40 1656 766 905 148 56 138 174 35 45 51 1914 1776 584 26 39 30 60
leaf_count=20495 643347 31 34 104 4702 29 25 140 33 325 28 277 40 1656 766 905 148 56 138 174 35 45 51 1914 1776 584 26 39 30 60
internal_value=0 0.14064 10.2334 -4.88368 0.0912361 0.955158 23.1304 -11.906 -3.40142 0.238911 1.56144 7.88896 57.31 0.45948 -0.138841 -1.731 -3.35111 -4.82429 -0.0211564 -3.83029 4.69543 -12.5507 -5.96598 0.0465474 1.49002 5.38663 15.9601 76.2807 244.112 -18.6543
internal_weight=0 34666 169 138 34497 7255 227 198 173 7028 2326 345 68 1981 27242 1875 1109 961 25367 443 224 219 189 24924 4429 2515 739 155 56 99
internal_count=678013 34666 169 138 34497 7255 227 198 173 7028 2326 345 68 1981 27242 1875 1109 961 25367 443 224 219 189 24924 4429 2515 739 155 56 99
cat_boundaries=0 1 2 3 4
cat_threshold=262244 2 2 2
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=31
num_cat=6
split_feature=5 13 12 11 11 13 12 12 12 12 12 12 13 12 12 13 12 12 12 12 11 11 12 11 12 12 12 12 14 14
split_gain=73792.5 3.51668e+06 2.23342e+07 1.86346e+06 587528 1.67548e+06 727787 1.21024e+06 466575 1.42448e+06 460156 269218 169814 258172 670766 99795.4 384346 690849 134790 220200 145110 307308 122106 147635 121728 272972 99208.2 209507 263151 152965
threshold=1.0000000180025095e-35 0 8.5000000000000018 2.5000000000000004 1.0000000180025095e-35 1 8.5000000000000018 4.5000000000000009 8.5000000000000018 7.5000000000000009 11.500000000000002 12.500000000000002 2 1.0000000180025095e-35 1.5000000000000002 3 8.5000000000000018 7.5000000000000009 3.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 3.5000000000000004 8.5000000000000018 7.5000000000000009 4 5
decision_type=2 9 2 2 2 9 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 1 1
left_child=-1 2 -2 -4 5 6 7 -3 9 -7 -8 -5 13 -6 -15 18 17 24 19 22 21 -21 23 -14 25 -17 27 -20 -29 -28
right_child=1 4 3 11 12 8 10 -9 -10 -11 -12 -13 15 14 -16 16 -18 -19 26 20 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.0025522856239749304 81.93734727163573 -10.763715190887453 -26.8096291639866 9.9344385941823319 -9.1343971915867019 -1.6246097542928615 2.0221266923127352 -41.64285857460716 0.25065263171694169 -27.96206500244141 -14.634430404042091 -4.6218054771423338 -0.17091140668900287 15.270486180922564 0.74071044438893041 -4.1586011395189493 -0.065661098551258304 -18.600875409444175 -0.99481192782724315 1.5477364659309387 -0.063501255600540735 16.500003952450225 -1.5613721652962695 7.8355766090186867 -6.9300574064254761 6.0446457179816999 -1.0009159636082146 -12.782406873452038 -0.57614348151467065 1.4361010773475671
leaf_weight=673966 37 30 39 24 23 115 27 22 469 25 43 27 61 34 485 90 412 33 266 28 27 27 174 37 52 37 983 38 33 349
leaf_count=673966 37 30 39 24 23 115 27 22 469 25 43 27 61 34 485 90 412 33 266 28 27 27 174 37 52 37 983 38 33 349
internal_value=0 -0.425739 15.3266 -10.3549 -0.9727 -3.53223 -13.7404 -23.828 -1.24124 -6.32773 -8.20976 2.22819 -0.38904 1.21078 1.69256 -0.718479 -1.81682 -5.30573 -0.372421 1.39812 5.94051 8.88794 0.0287205 2.85195 -2.85467 -1.186 -0.750189 -2.28298 -7.10907 -0.362388
internal_weight=0 4047 127 90 3920 731 122 52 609 140 70 51 3189 542 519 2647 624 212 2023 354 82 55 272 98 179 127 1669 337 71 1332
internal_count=678013 4047 127 90 3920 731 122 52 609 140 70 51 3189 542 519 2647 624 212 2023 354 82 55 272 98 179 127 1669 337 71 1332
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=288 1378369 2049 1736732 2 2
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=31
num_cat=11
split_feature=7 13 12 12 11 12 14 12 12 11 13 12 13 12 13 14 11 11 12 13 11 13 13 11 12 13 12 12 14 12
split_gain=68274.1 454266 454686 614179 566289 1.6317e+06 3.21756e+06 2.28125e+06 2.17666e+06 502662 441922 328836 1.54026e+06 1.31574e+06 1.25009e+06 2.32873e+06 4.26586e+06 5.29032e+06 1.54167e+07 1.19621e+06 1.22299e+06 3.67178e+06 2.72916e+06 3.12273e+06 4.70031e+06 7.33527e+06 7.18645e+06 1.05227e+07 1.63709e+07 6.90371e+06
threshold=1.0000000180025095e-35 0 7.5000000000000009 9.5000000000000018 4.5000000000000009 13.500000000000002 1 15.500000000000002 14.500000000000002 4.5000000000000009 2 8.5000000000000018 3 10.500000000000002 4 5 2.5000000000000004 1.5000000000000002 9.5000000000000018 6 2.5000000000000004 7 8 3.5000000000000004 3.5000000000000004 9 2.5000000000000004 1.5000000000000002 10 4.5000000000000009
decision_type=2 9 2 2 2 2 1 2 2 2 9 2 9 2 9 1 2 2 2 9 2 9 9 2 2 9 2 2 1 2
left_child=-1 2 -2 9 -5 -6 7 8 -7 10 -4 19 -13 14 -14 16 17 -16 -19 20 21 -3 -22 24 25 26 27 -24 -29 -26
right_child=1 11 3 4 5 6 -8 -9 -10 -11 -12 12 13 -15 15 -17 -18 18 -20 -21 22 -23 23 -25 29 -27 -28 28 -30 -31
leaf_value=-0.0092816699372675043 -1.1789109373116637 3.343281490206937 6.1543462413315329 -1.0119358858704066 -1.9570200250698973 7.2574628976675193 -21.01273760588273 -3.576058282170977 43.75230879350142 -4.1045455265971063 1.3848458684910447 -1.6186534440610942 -1.9938315848314685 1.0848147411877995 3.2305560869329115 -2.2712838808695479 -1.4715069421329856 94.132248293968942 -3.3740422080544867 -0.75087940247894314 -3.1332658918667948 -0.86155235723701995 3.645122221181559 0.049653710112934228 17.109523530391098 -3.9869461517679725 -6.1196432051111449 -2.4280024800981796 54.299189019018371 4.2233663801092005
leaf_weight=624618 4970 2719 321 2380 208 26 23 28 44 103 519 4834 3050 9580 68 396 161 31 34 6237 1026 8679 344 3420 533 1314 244 84 129 1890
leaf_count=624618 4970 2719 321 2380 208 26 23 28 44 103 519 4834 3050 9580 68 396 161 31 34 6237 1026 8679 344 3420 533 1314 244 84 129 1890
internal_value=0 0.10853 -0.555767 0.290747 -0.47438 3.41432 12.6477 20.5476 30.1971 2.48876 3.29723 0.236526 -0.0915852 0.463475 -1.12685 2.69531 9.47669 22.7298 43.129 0.460385 0.830999 0.143691 1.70391 2.32857 4.05117 0.606457 8.09047 14.4606 31.9279 7.058
internal_weight=0 53395 8622 3652 2709 329 121 98 70 943 840 44773 18154 13320 3740 690 294 133 65 26619 20382 11398 8984 7958 4538 2115 801 557 213 2423
internal_count=678013 53395 8622 3652 2709 329 121 98 70 943 840 44773 18154 13320 3740 690 294 133 65 26619 20382 11398 8984 7958 4538 2115 801 557 213 2423
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2622049 2 1 1060868 229776 2 1454356 12548 4100 401408 2
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=31
num_cat=7
split_feature=13 5 14 11 12 11 12 3 14 12 12 11 12 12 12 14 1 11 3 12 2 11 13 11 13 12 11 11 0 13
split_gain=66695.9 1.27398e+06 1.18335e+07 2.29942e+07 1.82939e+06 1.99771e+06 439895 3.44295e+06 8.74583e+06 3.86337e+07 1.39724e+08 3.99906e+06 5.98472e+06 1.80672e+06 1.77144e+07 1.39475e+06 3.65459e+06 3.51099e+07 1.44727e+06 1.56401e+06 2.77334e+06 2.80811e+07 1.37359e+06 6.11432e+06 1.32836e+06 3.68429e+06 1.4722e+07 9.76947e+07 2.7214e+08 3.56404e+06
threshold=0 1.0000000180025095e-35 1 1.5000000000000002 12.500000000000002 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 2 10.500000000000002 12.500000000000002 3.5000000000000004 7.5000000000000009 10.500000000000002 11.500000000000002 3 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 4 3.5000000000000004 5 7.5000000000000009 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 6
decision_type=9 2 1 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 9 2 2 2 2 9
left_child=1 6 4 -4 5 -3 15 24 13 11 -11 -10 -13 22 -15 16 18 -18 19 -1 -21 -22 23 -9 -8 26 -26 28 -28 -29
right_child=-2 2 3 -5 -6 -7 7 8 9 10 -12 12 -14 14 -16 -17 17 -19 -20 20 21 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-1.6143842788695388 -0.0082133044058897275 -44.660574309031176 101.15569232214581 -24.589497644511553 3.8401340047518411 -8.0136659304300952 -1.2925847673490134 -3.3975936227686265 -0.87358961692653458 255.10191541211358 -17.925252312534262 -13.979789681868121 51.882361384340236 -98.333857851028441 0.17884470177680684 -0.80655227822584852 135.20780314490909 -8.2399071466791778 -0.55834974933787673 2.3087509234528683 -13.522210283139174 110.42134709167482 -0.57892860110634681 44.01455314636231 -2.5161920276467988 0.057160112425214904 -1.8880596089106736 1.0687524654721254 310.03745044708256 -20.902841739169141
leaf_weight=1056 634563 21 33 26 72 51 4944 85 341 29 53 22 37 20 209 14927 21 91 5848 3652 68 25 459 40 746 10145 93 139 40 157
leaf_count=1056 634563 21 33 26 72 51 4944 85 341 29 53 22 37 20 209 14927 21 91 5848 3652 68 25 459 40 746 10145 93 139 40 157
internal_value=0 0.11984 8.02331 45.7426 -7.43111 -18.7023 0.0827687 0.468524 5.43095 16.104 78.6331 3.28549 27.3236 -0.896715 -8.42488 -0.180914 0.686934 18.6565 0.49794 1.78458 2.74301 19.796 2.05526 10.9021 0.0733967 0.670537 5.97217 20.7328 91.9241 -11.2552
internal_weight=0 43450 203 59 144 72 43247 17559 1295 482 82 400 59 813 229 25688 10761 112 10649 4801 3745 93 584 125 16264 11320 1175 429 133 296
internal_count=678013 43450 203 59 144 72 43247 17559 1295 482 82 400 59 813 229 25688 10761 112 10649 4801 3745 93 584 125 16264 11320 1175 429 133 296
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=262252 2 2 2 4 32 262152
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=31
num_cat=5
split_feature=13 5 14 12 11 12 3 12 12 14 6 11 12 12 12 5 11 13 11 12 12 12 12 8 11 12 12 11 12 13
split_gain=90861.9 2.18479e+06 1.94591e+07 2.07583e+06 1.08925e+06 854655 1.15245e+07 2.08385e+08 1.53019e+07 1.87176e+06 319384 3.16969e+06 2.71521e+07 664832 360176 298691 578180 1.63424e+06 1.13326e+06 749985 760264 1.05107e+06 518137 284384 8.12944e+06 4.51593e+07 5.57599e+06 1.89022e+06 2.59621e+06 437739
threshold=0 1.0000000180025095e-35 1 12.500000000000002 1.5000000000000002 10.500000000000002 1.0000000180025095e-35 11.500000000000002 12.500000000000002 2 1.0000000180025095e-35 3.5000000000000004 11.500000000000002 12.500000000000002 13.500000000000002 1.0000000180025095e-35 1.5000000000000002 3 1.0000000180025095e-35 9.5000000000000018 7.5000000000000009 8.5000000000000018 11.500000000000002 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 4.5000000000000009 2.5000000000000004 2.5000000000000004 4
decision_type=9 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9
left_child=1 5 3 4 -3 23 10 -8 -9 -10 -7 13 -13 -12 -15 -2 17 18 22 20 -19 -22 -17 29 27 -26 -27 -25 -29 -1
right_child=15 2 -4 -5 -6 6 7 8 9 -11 11 12 -14 14 -16 16 -18 19 -20 -21 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.11970874486155961 -0.0021816095721468791 -40.52714156196231 79.584855098616003 5.614195512771607 -10.832521343231202 -0.14437301723246745 307.16746828659723 -96.931441383361815 3.1239040325582028 -24.8413776997597 -2.8701369363753524 76.626252320233519 -6.8574823710412689 4.4881462432150343 0.35380640252991974 -15.470386449302115 -0.12606123967268054 -2.3455380107456012 -5.0450400328746552 0.78645808040754905 -26.30366078482734 -3.1433608235314838 -33.31071664315683 -1.2690763716617737 147.60693480571112 -50.35539404827616 7.9762837527091044 -49.743530998229986 -4.8071535494592457 -0.83941176695207398
leaf_weight=12479 647428 21 33 50 30 3724 23 20 105 31 549 51 165 279 861 41 2829 233 81 623 36 43 27 410 24 23 57 20 36 7681
leaf_count=12479 647428 21 33 50 30 3724 23 20 105 31 549 51 165 279 861 41 2829 233 81 623 36 43 27 410 24 23 57 20 36 7681
internal_value=0 0.180832 12.9176 -8.86471 -23.0597 0.116587 1.18872 26.1684 -15.2609 -3.25054 0.394373 1.44754 12.854 -0.0111812 1.36563 -0.00744611 -0.878506 -2.84222 -12.2159 -1.20491 -5.21989 -13.6974 -22.554 -0.183796 2.01893 27.2985 -8.79407 -3.62285 -20.8559 -0.246075
internal_weight=0 26672 134 101 51 26538 5808 179 156 136 5629 1905 216 1689 1140 651341 3913 1084 149 935 312 79 68 20730 570 104 80 466 56 20160
internal_count=678013 26672 134 101 51 26538 5808 179 156 136 5629 1905 216 1689 1140 651341 3913 1084 149 935 312 79 68 20730 570 104 80 466 56 20160
cat_boundaries=0 1 2 3 4 5
cat_threshold=262240 2 2 1050757 262208
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=31
num_cat=4
split_feature=13 5 14 12 11 12 3 12 12 14 1 12 11 14 12 11 8 12 12 11 6 11 11 12 11 12 12 6 12 1
split_gain=73574.6 1.76969e+06 1.57618e+07 1.68143e+06 882289 692310 9.33488e+06 1.68792e+08 1.23946e+07 1.51613e+06 292273 2.28293e+06 564753 310935 2.3196e+06 2.36225e+07 928865 1.48246e+06 495344 929397 493027 423443 356624 931844 540368 419900 467062 337229 397267 257866
threshold=0 1.0000000180025095e-35 1 12.500000000000002 1.5000000000000002 10.500000000000002 1.0000000180025095e-35 11.500000000000002 12.500000000000002 2 1.0000000180025095e-35 17.500000000000004 3.5000000000000004 3 11.500000000000002 3.5000000000000004 1.0000000180025095e-35 11.500000000000002 11.500000000000002 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 12.500000000000002 3.5000000000000004 18.500000000000004 19.500000000000004 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35
decision_type=9 2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 29 10 -8 -9 -10 13 12 -12 14 15 -7 18 -18 19 21 -21 -15 -16 24 -24 27 -27 28 -25 -1
right_child=-2 2 -4 -5 -6 6 7 8 9 -11 11 -13 -14 16 22 -17 17 -19 -20 20 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.21899394762970201 -0.0067014634507822288 -36.474428449358264 71.626366577726429 5.0527760467529301 -9.7492691707611101 -1.0935099702338651 276.45073759659476 -87.2382936000824 2.8115136132921492 -22.357240353861165 -1.1762787800135575 -26.181823592715798 14.078870668411255 1.0714607476047353 0.72118242679766709 69.77064592926591 -7.4656336517333983 23.888901652787865 -0.011149483213775157 -5.0160630720633046 -23.001270621163506 -5.565507212649571 -3.9058974654586232 2.4646873335404833 -18.570137081754968 17.579346271661613 0.44583859792569785 -4.8883988476871103 -4.3532135636575759 2.1577719611325152
leaf_weight=20263 651341 21 33 50 30 365 23 20 105 31 127 36 30 209 2277 54 25 38 1483 27 35 178 54 275 47 26 41 178 124 467
leaf_count=20263 651341 21 33 50 30 365 23 20 105 31 127 36 30 209 2277 54 25 38 1483 27 35 178 54 275 47 26 41 178 124 467
internal_value=0 0.162722 11.6259 -7.97824 -20.7537 0.104901 1.06985 23.5516 -13.7348 -2.92548 0.354935 -3.46926 1.73872 0.49071 1.06658 8.03934 -0.502557 11.4466 -0.892204 -3.80223 -15.169 -1.9812 0.0998066 -1.79935 -10.7299 -0.398761 7.09466 -1.26888 0.345841 -0.165451
internal_weight=0 26672 134 101 51 26538 5808 179 156 136 5629 193 157 5436 3441 419 1995 63 1932 449 62 387 3022 745 101 644 67 577 399 20730
internal_count=678013 26672 134 101 51 26538 5808 179 156 136 5629 193 157 5436 3441 419 1995 63 1932 449 62 387 3022 745 101 644 67 577 399 20730
cat_boundaries=0 1 2 3 4
cat_threshold=262240 2 2 2
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=31
num_cat=8
split_feature=5 13 11 12 12 12 11 13 14 11 12 12 11 13 12 14 12 13 12 11 12 11 13 11 12 11 12 12 11 14
split_gain=70913.5 807735 7.33148e+06 3.12925e+07 557453 2.0819e+06 1.27093e+06 1.20203e+06 690443 472222 392208 497549 370016 1.04307e+06 1.42739e+06 791942 401086 306765 538503 290568 284829 251146 245030 848381 545006 211424 189475 188628 123054 497533
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 8.5000000000000018 8.5000000000000018 7.5000000000000009 1.5000000000000002 1 2 1.5000000000000002 15.500000000000002 17.500000000000004 3.5000000000000004 3 1.5000000000000002 4 1.0000000180025095e-35 5 11.500000000000002 2.5000000000000004 4.5000000000000009 2.5000000000000004 6 1.5000000000000002 12.500000000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 7
decision_type=2 9 2 2 2 2 2 9 1 2 2 2 2 9 2 1 2 9 2 2 2 2 9 2 2 2 2 2 2 1
left_child=-1 2 3 -2 5 7 -7 8 -3 26 19 -12 13 14 -11 -16 -14 18 -6 -4 -10 -20 23 24 -19 -15 -9 -18 -24 -30
right_child=1 4 10 -5 17 6 -8 9 20 12 11 -13 16 25 15 -17 27 22 21 -21 -22 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0024751535791419244 101.2904980318887 -4.6451671409606936 0.57369830104666697 -28.184735020864753 14.77976387425473 -30.937034912109375 -8.7672270636365877 -10.682318474905832 -12.483416671752931 32.183154832399815 14.563220540214989 -1.798053961774198 7.0803845699016863 1.8858948826789856 13.610207919416759 -4.1810459917241882 -7.622401358997613 -3.9327115345001218 5.2936567619442947 -4.4080074559725251 -27.578557449340821 -5.5881144147170225 -0.54851752248803942 -1.0800656302913174 -26.503969440252884 -4.789902806565876 -2.6299528337131113 -1.1224534522778202 -0.096258145414488155 7.2617215314963914
leaf_weight=673966 35 70 213 40 38 35 99 35 25 26 34 41 52 109 58 44 57 20 48 260 25 38 1177 333 23 84 177 206 534 111
leaf_count=673966 35 70 213 40 38 35 99 35 25 26 34 41 52 109 58 44 57 20 48 260 25 38 1177 333 23 84 177 206 534 111
internal_value=0 -0.417379 2.86781 32.237 -1.02052 -2.87565 -14.5578 -1.25849 -10.2055 0.12645 -1.09937 5.61906 1.49037 3.87975 10.4506 5.93555 -0.944515 -0.144481 4.50282 -2.16466 -20.031 0.485432 -0.42521 -2.71479 -16.0057 -0.969405 -3.95935 -2.53119 0.0595219 1.17
internal_weight=0 4047 623 75 3424 1102 134 968 120 848 548 75 636 321 128 102 315 2322 124 473 50 86 2198 376 43 193 212 263 1822 645
internal_count=678013 4047 623 75 3424 1102 134 968 120 848 548 75 636 321 128 102 315 2322 124 473 50 86 2198 376 43 193 212 263 1822 645
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=131104 68032 2 17 2 328000 4101 2
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=31
num_cat=6
split_feature=11 13 8 12 12 12 2 11 12 12 14 12 12 8 11 13 6 11 0 11 13 1 6 12 8 11 1 12 13 13
split_gain=68713.7 680497 1.61888e+06 3.83617e+07 3.2887e+06 826463 3.5612e+06 1.23204e+07 1.01258e+06 1.67174e+06 816289 2.38916e+06 2.65121e+06 1.63167e+07 2.09265e+07 1.53414e+07 6.46288e+06 2.76637e+07 6.40711e+06 1.37484e+07 2.56118e+06 3.16e+06 2.85082e+06 2.40296e+06 4.94951e+06 2.69137e+06 1.2003e+07 9.1321e+07 1.86688e+06 1.4588e+06
threshold=2.5000000000000004 0 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 18.500000000000004 17.500000000000004 1 15.500000000000002 14.500000000000002 1.0000000180025095e-35 3.5000000000000004 2 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 17.500000000000004 4 5
decision_type=2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 9 9
left_child=-1 2 5 -4 -5 6 -2 -8 9 -7 -3 12 29 15 -15 16 18 -18 -14 -20 21 22 -17 25 -25 -13 28 -28 -27 -12
right_child=1 10 3 4 -6 8 7 -9 -10 -11 11 23 13 14 -16 20 17 -19 19 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.028906367965207527 -0.73233249611602103 -0.1580111340992908 120.28664771960332 -35.608608249338666 -2.1669468684838367 -2.6913375854770609 -19.562929906845095 73.549563160649058 8.0645235123353842 -22.133688446680708 0.82452226015010377 -0.99043179777620305 -2.255501883370536 4.4703825149536129 -132.76618127822877 -2.3369880728202292 -8.4148782897413827 56.392138940860065 44.168465023656047 -3.9432785067641944 -3.4313816334016538 21.481321206253568 9.1145776495469359 0.78003372809424454 45.662824272155767 -8.0293935961136302 5.2988298053741456 -151.69909434217089 -0.21303832212911511 0.001316884415949415
leaf_weight=371296 2531 171662 26 41 104 2569 30 27 85 45 27964 2237 231 25 20 606 114 156 124 114 1123 89 339 1428 25 453 175 47 912 93415
leaf_count=371296 2531 171662 26 41 104 2569 30 27 85 45 27964 2237 231 25 20 606 114 156 124 114 1123 89 339 1428 25 453 175 47 912 93415
internal_value=0 -0.0350541 -1.14064 8.43355 -11.6229 -1.45246 -0.17565 24.543 -2.67676 -3.02604 -0.0149855 0.174463 0.262923 3.22964 -56.5236 4.15812 16.4809 29.0292 9.60839 21.1233 -0.139497 3.43435 1.77103 -1.90956 1.55228 -3.22494 -6.37466 -27.9395 -2.86742 0.19104
internal_weight=0 306717 5458 171 145 5287 2588 57 2699 2614 301259 129597 124320 2941 45 2896 739 270 469 238 2157 1034 945 5277 1453 3824 1587 222 1365 121379
internal_count=678013 306717 5458 171 145 5287 2588 57 2699 2614 301259 129597 124320 2941 45 2896 739 270 469 238 2157 1034 945 5277 1453 3824 1587 222 1365 121379
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=65570 2 133124 1085456 133120 2372436
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=31
num_cat=13
split_feature=12 4 12 13 11 6 12 13 14 14 13 13 3 14 13 14 11 6 11 4 13 14 11 9 13 14 12 11 11 1
split_gain=74081.6 440012 435848 3.82382e+06 2.77928e+06 7.65698e+06 2.30159e+07 1.51149e+07 1.26779e+07 4.49439e+06 4.26148e+06 3.33521e+06 3.70221e+07 2.11492e+08 2.89577e+06 2.79017e+06 8.24437e+06 4.07645e+07 2.61114e+06 2.40643e+06 1.33923e+07 3.68022e+07 6.19553e+07 1.78826e+06 7.38568e+06 1.13163e+07 1.78556e+07 2.00048e+07 2.42946e+06 1.48858e+06
threshold=11.500000000000002 1.0000000180025095e-35 9.5000000000000018 0 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 1 2 3 4 5 1.0000000180025095e-35 6 7 8 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 9 10 2.5000000000000004 1.0000000180025095e-35 11 12 10.500000000000002 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35
decision_type=2 2 2 9 2 2 2 9 1 1 9 9 2 1 9 1 2 2 2 2 9 1 2 2 9 1 2 2 2 2
left_child=2 -2 -1 29 5 9 7 8 -7 10 -5 12 15 18 -11 16 -6 -18 -14 23 21 22 -21 -13 25 -25 27 -27 -26 -4
right_child=1 -3 3 4 11 6 -8 -9 -10 14 -12 19 13 -15 -16 -17 17 -19 -20 20 -22 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.017198549506025659 0.083828509401386947 -1.1376403760594866 -1.4789576131956599 -9.9956705476483734 -0.97905371662102236 6.115661065620289 -2.7949781693096614 -4.4021681099206633 27.022502037736974 10.457631914615632 4.2055665186060684 -0.64732247833694201 -24.311120508677927 288.62889770507815 -3.3638689432568953 -4.8464920059657715 -9.9540781582103062 117.00767472585042 8.5044656251606181 163.69764310836794 -0.16985902696473829 -42.196472877926297 -26.409117762247725 -2.1737643863843839 -2.0678403580991125 89.768878969004462 0.93215304480658645 -15.838486162821452 5.3959252603969805 3.8964420009291532
leaf_weight=453836 153345 3007 21204 224 557 456 1573 345 797 150 2260 32162 67 30 3178 698 85 36 38 40 707 36 30 184 1664 71 90 24 591 528
leaf_count=453836 153345 3007 21204 224 557 456 1573 345 797 150 2260 32162 67 30 3178 698 85 36 38 40 707 36 30 184 1664 71 90 24 591 528
internal_value=0 0.0603369 -0.0181375 -0.254581 0.261057 1.83939 5.79199 14.2446 19.2602 -0.317127 2.90163 -0.120931 4.46495 54.4681 -2.71959 -0.408434 4.16054 27.8197 -12.435 -0.316744 5.06122 36.5221 82.2233 -0.442526 2.06764 14.9799 32.8506 63.0891 -0.111212 -1.34774
internal_weight=0 156352 521661 67825 46093 8983 3171 1598 1253 5812 2484 37110 1511 135 3328 1376 678 121 105 35599 813 106 70 34786 2624 369 185 95 2255 21732
internal_count=678013 156352 521661 67825 46093 8983 3171 1598 1253 5812 2484 37110 1511 135 3328 1376 678 121 105 35599 813 106 70 34786 2624 369 185 95 2255 21732
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=4008582 24 2 2 4129 96 2 65 2 4096 2 4096 2
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=31
num_cat=6
split_feature=11 13 8 12 12 9 13 12 12 12 12 12 14 14 12 12 12 12 13 12 12 12 14 6 0 7 6 0 1 12
split_gain=71105.2 579086 838525 1.3787e+06 1.17317e+06 483663 2.40403e+06 2.43485e+06 5.80284e+06 1.42578e+06 1.0046e+06 5.73728e+06 6.26911e+06 2.10707e+06 4.16474e+06 5.1551e+06 1.46818e+06 2.91754e+06 556190 1.76579e+06 2.17433e+06 1.12839e+07 6.64395e+07 2.77362e+07 6.71525e+07 1.18536e+08 1.9632e+07 4.2345e+07 9.03564e+06 2.56346e+06
threshold=3.5000000000000004 0 1.0000000180025095e-35 2.5000000000000004 13.500000000000002 1.0000000180025095e-35 1 14.500000000000002 13.500000000000002 22.500000000000004 4.5000000000000009 5.5000000000000009 2 3 9.5000000000000018 10.500000000000002 11.500000000000002 12.500000000000002 4 3.5000000000000004 18.500000000000004 17.500000000000004 5 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002
decision_type=2 9 2 2 2 2 9 2 2 2 2 2 1 1 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 18 7 8 10 -8 -7 12 -12 -13 -15 -16 -17 -18 19 -3 21 29 23 24 25 -23 27 -24 -22 -21
right_child=1 5 3 4 -6 6 9 -9 -10 -11 11 13 -14 14 15 16 17 -19 -20 20 28 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.017680244987185258 -0.7542285399102302 -0.44647945136770117 -22.606053449842666 0.13688242999379507 -20.764468705654146 -0.41394777805247207 -0.3154903945671616 -5.2411794592977055 32.209488113205161 26.43645336151123 47.799664791046631 -0.064176085880012348 -1.728399193564127 -0.69196092624856975 47.241823839673813 -3.5228080562516753 38.525892927839948 -0.67377018072666273 -0.060166922232985615 1.4994495927178093 -0.36570853384874635 246.17226073294879 -176.52322351591928 -3.5537709152520591 2.8901543562752861 -2.4308388934415932 2.8809459798476276 11.326410270872572 -36.37818866198576 -1.228169003710506
leaf_weight=522892 3865 14579 45 167 32 376 5134 247 77 20 63 671 43 198 51 51 37 39 108701 15312 590 44 28 67 70 34 34 21 79 4446
leaf_count=522892 3865 14579 45 167 32 376 5134 247 77 20 63 671 43 198 51 51 37 39 108701 15312 590 44 28 67 70 34 34 21 79 4446
internal_value=0 0.0594152 -1.11046 -6.79867 -3.22414 0.0913146 0.902634 3.98054 5.42361 -0.21127 4.07469 5.53845 27.7081 3.29396 9.28682 20.3868 9.6025 18.4103 0.0518437 0.396629 0.989905 1.17698 20.4909 49.8286 73.9949 137.807 -55.5041 -96.0162 -4.6183 0.885673
internal_weight=0 155121 4109 244 199 151012 7007 1853 1606 5154 1529 1153 106 1047 376 178 127 76 144005 35304 20725 20056 298 215 148 78 83 49 669 19758
internal_count=678013 155121 4109 244 199 151012 7007 1853 1606 5154 1529 1153 106 1047 376 178 127 76 144005 35304 20725 20056 298 215 148 78 83 49 669 19758
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=270596 133120 2 2 1049282 2
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=31
num_cat=7
split_feature=13 4 13 11 11 12 12 12 11 12 12 11 12 14 12 12 14 12 12 13 12 14 11 11 12 14 12 12 12 12
split_gain=73767.6 374286 4.11794e+06 5.91952e+06 6.01602e+06 5.29455e+06 8.16306e+06 4.54864e+07 6.83092e+07 6.09104e+06 1.03331e+07 4.06112e+07 7.40335e+06 3.67675e+06 2.36733e+06 1.27006e+06 3.05173e+06 4.63987e+06 1.22088e+06 2.8445e+06 6.98331e+06 1.32716e+07 2.15102e+07 1.69093e+06 1.5526e+06 2.11402e+06 2.88391e+06 1.1669e+06 4.04576e+06 1.1365e+06
threshold=0 1.0000000180025095e-35 1 1.5000000000000002 3.5000000000000004 4.5000000000000009 11.500000000000002 10.500000000000002 2.5000000000000004 7.5000000000000009 6.5000000000000009 2.5000000000000004 5.5000000000000009 2 2.5000000000000004 8.5000000000000018 3 5.5000000000000009 8.5000000000000018 4 7.5000000000000009 5 3.5000000000000004 1.5000000000000002 5.5000000000000009 6 6.5000000000000009 10.500000000000002 13.500000000000002 12.500000000000002
decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 9 2 1 2 2 2 1 2 2 2 2
left_child=1 -1 3 27 5 -5 7 9 -9 10 12 -12 13 -7 -6 16 -16 -18 19 20 24 -22 23 -23 -4 26 -26 -3 -29 -8
right_child=-2 2 18 4 14 6 29 8 -10 -11 11 -13 -14 -15 15 -17 17 -19 -20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.03384073550554402 0.050572104671068485 -4.3902978363037111 3.4437833329425356 -4.4216062280515969 17.89124137878418 57.503020000457767 -16.65961145513198 229.36389428710936 -18.584237251281738 1.0553323662396774 -5.2695093002319346 135.17784109933038 -11.562650257203638 13.363733772609544 -1.0093896102905273 -1.2780961852962689 -2.7538075606028243 -63.727911831782414 -1.668284122416507 -1.65878639150842 -7.5440921907839567 -5.2293034953455777 103.85697467510518 24.857796137383644 -6.62636572533295 -8.5138644186655679 15.730683408464706 -50.087565932955066 -1.4624360054562038 3.2242163605587457
leaf_weight=466893 202131 125 1295 151 40 32 34 25 20 206 50 35 82 46 60 118 24 26 3463 2159 92 31 39 47 119 300 112 28 44 186
leaf_count=466893 202131 125 1295 151 40 32 34 25 20 206 50 35 82 46 60 118 24 26 3463 2159 92 31 39 47 119 300 112 28 44 186
internal_value=0 -0.0215348 0.617618 5.72693 8.54724 12.595 16.1837 23.2949 119.165 13.7291 24.3855 52.5618 9.41682 31.4722 -4.54756 -8.48419 -16.2144 -34.4603 -0.278305 0.868742 3.54103 20.8736 43.2191 12.9001 1.57658 -2.97714 4.21342 -10.2314 -20.3722 0.151261
internal_weight=0 475882 8989 1332 1135 867 716 496 45 451 245 85 160 78 268 228 110 50 7657 4194 2035 209 117 78 1826 531 231 197 72 220
internal_count=678013 475882 8989 1332 1135 867 716 496 45 451 245 85 160 78 268 228 110 50 7657 4194 2035 209 117 78 1826 531 231 197 72 220
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1194390 4224 2 2 1187840 2 2
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=31
num_cat=9
split_feature=12 13 12 11 12 11 6 12 14 12 0 9 14 13 12 6 14 12 1 1 3 13 14 14 11 10 12 12 14 7
split_gain=73626 414969 2.27168e+06 1.97998e+06 3.22174e+06 6.07082e+06 8.57903e+06 2.16345e+07 4.17039e+07 2.39472e+06 2.62041e+06 3.53745e+06 2.31991e+06 1.92384e+06 2.40822e+06 6.12339e+06 1.07167e+06 1.49937e+06 1.5908e+07 7.3196e+06 873848 2.84274e+06 1.0332e+07 698246 636638 1.14658e+06 4.02503e+06 978648 1.76419e+06 5.0164e+06
threshold=11.500000000000002 0 15.500000000000002 3.5000000000000004 17.500000000000004 2.5000000000000004 1.0000000180025095e-35 16.500000000000004 1 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2 3 16.500000000000004 1.0000000180025095e-35 4 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5 6 7 4.5000000000000009 1.0000000180025095e-35 13.500000000000002 14.500000000000002 8 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 2 2 1 2 2 2 1 9 2 2 1 2 2 2 2 9 1 1 2 2 2 2 1 2
left_child=-1 2 20 4 5 13 9 23 -9 10 11 -7 -12 14 -4 -16 17 18 -5 -19 24 22 -22 -8 -2 27 -27 -26 29 -29
right_child=1 -3 3 16 -6 6 7 8 -10 -11 12 -13 -14 -15 15 -17 -18 19 -20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.018077026456090727 -1.3220322424534157 0.11445481021400761 -0.052341355880101526 -2.6112278764650707 -0.60249731820320851 -5.3232188652301664 -3.7726397783328327 116.63274903378245 -25.144979453086854 -3.0856913053471113 29.933338944284539 32.703923256166519 -2.819379316057478 2.8824280624944563 -1.9038016241949958 -70.581795997619636 3.4605406917879344 -0.53918185241458827 -81.984183150071374 61.194378051757816 -2.1228406890054767 0.080658056013260149 -69.158776855468759 12.758169656050832 -1.2823801375942361 42.557245744977678 -7.9954363716973207 2.1417240800528692 -12.174952272574108 39.386922385475856
leaf_weight=521661 9351 140722 96 876 1297 116 78 59 32 184 95 31 28 729 37 20 391 484 26 20 89 277 31 38 886 28 36 203 48 44
leaf_count=521661 9351 140722 96 876 1297 116 78 59 32 184 95 31 28 729 37 20 391 484 26 20 89 277 31 38 886 28 36 203 48 44
internal_value=0 0.0601557 -0.428516 1.42745 3.07116 6.15913 13.4047 30.2765 66.7768 5.71208 11.7076 2.69611 22.4774 0.72904 -9.12332 -26.0013 -1.1703 -2.45811 -4.89914 1.91056 -1.21178 -5.8179 -17.945 1.64263 -1.0392 1.08512 14.1214 0.378669 5.36745 8.7765
internal_weight=0 156352 15630 4637 2840 1543 661 207 91 454 270 147 123 882 153 57 1797 1406 902 504 10993 397 120 116 10596 1245 64 1181 295 247
internal_count=678013 156352 15630 4637 2840 1543 661 207 91 454 270 147 123 882 153 57 1797 1406 902 504 10993 397 120 116 10596 1245 64 1181 295 247
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2097505 2 2 256 2 288 2 2 2
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=31
num_cat=13
split_feature=7 13 12 12 13 13 14 12 11 11 11 11 11 13 12 12 11 13 14 11 11 12 13 11 11 14 14 13 13 14
split_gain=72538 380059 290466 194612 7.89084e+06 1.21012e+06 3.86482e+06 3.78835e+06 5.93354e+06 1.00261e+07 1.88794e+06 2.40835e+06 983316 928311 2.76975e+06 1.99197e+06 1.23549e+07 1.9651e+07 2.72859e+07 3.32528e+07 2.76971e+06 1.47384e+06 3.36075e+06 4.55162e+06 1.30381e+07 1.64073e+07 1.41139e+06 1.36454e+06 1.34765e+06 1.70159e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 1 2 3 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 2.5000000000000004 3.5000000000000004 3.5000000000000004 4 3.5000000000000004 4.5000000000000009 2.5000000000000004 5 6 3.5000000000000004 3.5000000000000004 2.5000000000000004 7 2.5000000000000004 3.5000000000000004 8 9 10 11 12
decision_type=2 9 2 2 9 9 1 2 2 2 2 2 2 9 2 2 2 9 1 2 2 2 9 2 2 1 1 9 9 1
left_child=-1 2 -2 4 5 6 -3 10 -9 -10 -8 -12 -7 21 -15 16 -16 18 20 -20 -18 22 23 -5 25 -25 -23 -28 29 -24
right_child=1 3 -4 13 -6 12 7 8 9 -11 11 -13 -14 14 15 -17 17 -19 19 -21 -22 26 28 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0095913933116237304 -2.6557863637595109 -4.2663897242810993 -0.32329107722272332 -1.399776201550238 -2.1297008158280213 3.2419912237980792 -3.2068769955244223 -9.5058710055881086 46.223923550671294 -3.7159737817172349 36.284529899828364 -5.8689142475957459 11.266941211389941 -3.1535137719022055 -2.0617831602549601 -0.19032013385763258 -12.40960752252947 -3.8323237669632735 103.45299030172414 -31.750097656250002 23.993976569898201 1.2217332861504993 9.2941886213281961 -2.2746691154711178 -2.106640796227889 61.471611492450421 0.66289005808698509 -1.7724541599942059 -3.8177478741995898 -0.24098347315961816
leaf_weight=624618 568 144 8891 221 3478 1360 122 45 131 58 33 23 172 2977 1042 13653 57 207 87 23 33 9215 277 66 176 104 4695 4496 464 577
leaf_count=624618 568 144 8891 221 3478 1360 122 45 131 58 33 23 172 2977 1042 13653 57 207 87 23 33 9215 277 66 176 104 4695 4496 464 577
internal_value=0 0.111844 -0.462865 0.235625 0.788263 5.63197 9.66228 14.7651 23.1284 30.8985 3.77059 18.9715 4.1161 0.15552 -0.365517 0.183829 3.70919 18.484 39.7839 75.1833 0.938373 0.619631 3.28309 9.6409 16.9715 36.7231 0.347196 -0.529625 0.471258 2.8188
internal_weight=0 53395 9459 43936 5566 2088 556 412 234 189 178 56 1532 38370 18079 15102 1449 407 200 110 90 20291 1885 567 346 170 18406 9191 1318 854
internal_count=678013 53395 9459 43936 5566 2088 556 412 234 189 178 56 1532 38370 18079 15102 1449 407 200 110 90 20291 1885 567 346 170 18406 9191 1318 854
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=2630209 331828 331776 2 1198474 16 2 131072 2 2 1067016 1048962 2
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=31
num_cat=9
split_feature=13 12 12 13 3 14 12 11 12 3 0 11 13 11 14 12 14 13 11 11 0 11 11 7 11 2 8 14 11 14
split_gain=78019.6 372429 1.54896e+06 1.47993e+06 7.14962e+06 7.81107e+07 1.76326e+08 1.03731e+07 3.36921e+06 9.74997e+06 3.57783e+06 8.64588e+06 2.17114e+07 2.04618e+07 2.64122e+07 2.31194e+06 4.40245e+06 4.83312e+06 6.80914e+07 1.13302e+07 2.5434e+07 7.96571e+06 3.12791e+06 2.36857e+06 4.82916e+06 1.2732e+06 1.23711e+06 1.10822e+06 994149 1.62683e+06
threshold=0 12.500000000000002 10.500000000000002 1 1.0000000180025095e-35 2 11.500000000000002 2.5000000000000004 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3 3.5000000000000004 4 11.500000000000002 5 6 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 7 2.5000000000000004 8
decision_type=9 2 2 9 2 1 2 2 2 2 2 2 9 2 1 2 1 9 2 2 2 2 2 2 2 2 2 1 2 1
left_child=-1 2 -2 8 15 7 -7 -6 9 -4 25 27 13 14 -13 16 17 18 -5 20 23 22 -22 -19 -25 -10 -21 -12 29 -27
right_child=1 -3 3 4 5 6 -8 -9 10 -11 11 12 -14 -15 -16 -17 -18 19 -20 26 21 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.022149363290963977 0.025012249016054339 -0.3002285103903648 -1.454445893601978 -3.5858977956220137 -79.691442448159933 346.79312882196336 -49.986233011881517 -4.9958380527103072 -0.24534672431602209 -38.008707321166995 -5.3467048408710856 123.54493242608649 -0.32794149015464036 -7.2696111043294271 -3.7343227884043824 -0.28833104496608014 -0.50782392925486486 -2.0044708908763842 187.66797596324577 -1.0292801150053097 42.429884199662645 72.114862421821144 -1.8652116241455081 57.653524217151464 -9.3887628381902513 38.695797230647166 14.930788436590456 4.4408678030665918 1.0521321185799533 0.76004846572875984
leaf_weight=475882 164257 26136 2692 121 23 21 24 97 1962 75 226 56 194 33 23 2928 1392 257 22 1018 44 85 25 21 22 26 51 237 43 20
leaf_count=475882 164257 26136 2692 121 23 21 24 97 1962 75 226 56 194 33 23 2928 1392 257 22 1018 44 85 25 21 22 26 51 237 43 20
internal_value=0 0.0520066 0.104318 1.21409 2.28241 22.8211 135.177 -19.3125 0.0337863 -2.44526 2.46636 8.28343 21.3262 54.0388 86.4889 1.72008 3.64311 7.11137 24.149 5.31816 18.5883 51.6237 26.3809 1.63007 23.3528 0.285306 -0.267855 -0.336651 11.9835 22.202
internal_weight=0 202131 175995 11738 6151 165 45 120 5587 2767 2820 769 306 112 79 5986 3058 1666 143 1523 454 154 69 300 43 2051 1069 463 89 46
internal_count=678013 202131 175995 11738 6151 165 45 120 5587 2767 2820 769 306 112 79 5986 3058 1666 143 1523 454 154 69 300 43 2051 1069 463 89 46
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1194390 2900488 2 524288 2 2 64 2 2
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=31
num_cat=7
split_feature=12 13 11 12 1 12 1 12 14 12 12 12 12 12 11 13 12 14 0 6 7 2 12 12 14 14 11 13 0 12
split_gain=69452.1 544321 1.51641e+06 1.91829e+06 1.64701e+07 1.54636e+07 8.70616e+06 1.44834e+08 6.2043e+06 1.16877e+07 1.88514e+06 1.57705e+06 1.24184e+06 1.07527e+06 1.16764e+06 998637 1.36559e+06 3.81554e+06 2.30703e+06 3.91525e+06 5.28558e+06 1.6322e+06 4.07956e+06 1.34336e+07 5.23562e+06 3.36388e+06 863376 2.53662e+06 4.94358e+06 7.1435e+06
threshold=7.5000000000000009 0 3.5000000000000004 18.500000000000004 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 17.500000000000004 1 15.500000000000002 8.5000000000000018 29.500000000000004 23.500000000000004 11.500000000000002 1.0000000180025095e-35 2 17.500000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 12.500000000000002 4 5 2.5000000000000004 6 1.0000000180025095e-35 9.5000000000000018
decision_type=2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 1 1 2 9 2 2
left_child=-1 2 13 6 11 -6 15 8 9 -8 -10 -5 -7 14 -2 16 21 18 19 20 -18 -4 24 -24 -23 -25 -16 28 -28 -30
right_child=1 -3 3 4 5 12 7 -9 10 -11 -12 -13 -14 -15 26 -17 17 -19 -20 -21 -22 22 23 25 -26 -27 27 -29 29 -31
leaf_value=0.027529981133387449 -2.4233993937720548 0.052996777370011641 0.79125990034886085 -0.41734728936879145 -110.44501122603049 -30.076377028803673 -3.5802753810776013 248.42892169189454 34.261198462209393 -82.43771616617839 8.2039808010248318 21.052572670496176 0.22263631820678711 -0.06978551712529707 -0.21334330862369233 -1.2937118546233153 -55.215056914699325 13.211226704213528 1.3449562511946027 -2.756746121306918 1.2909093627929689 -19.092243669297961 63.907983008851403 -8.7468122933500556 22.086617092376059 25.635814415536277 -2.9710504463250693 -1.1148246431238948 -80.899196591584584 -7.8361304521560671
leaf_weight=389234 4142 201726 11534 689 26 31 179 25 31 21 266 36 24 36674 18644 2735 49 77 76 67 25 90 47 93 47 41 139 11190 23 32
leaf_count=389234 4142 201726 11534 689 26 31 179 25 31 21 266 36 24 36674 18644 2735 49 77 76 67 25 90 47 93 47 41 139 11190 23 32
internal_value=0 -0.0371953 -0.246173 0.626349 -4.12935 -46.8962 0.875202 13.569 1.75512 -11.8603 10.9238 0.648745 -16.855 -0.44584 -0.849451 0.429926 0.818441 -5.91322 -12.6993 -20.2693 -36.1252 0.986116 8.05365 17.9077 -4.96519 1.77325 -0.632344 -1.31856 -12.3746 -38.3898
internal_weight=0 288779 87053 16209 806 81 15403 522 497 200 297 725 55 70844 34170 14881 12146 294 217 141 74 11852 318 181 137 134 30028 11384 194 55
internal_count=678013 288779 87053 16209 806 81 15403 522 497 200 297 725 55 70844 34170 14881 12146 294 217 141 74 11852 318 181 137 134 30028 11384 194 55
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=3781382 2 1052676 2 2 2 4
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=31
num_cat=8
split_feature=13 12 13 6 11 14 12 12 12 14 9 12 12 13 14 12 6 11 12 6 2 13 11 11 13 11 4 11 7 7
split_gain=76367 426899 1.30379e+06 3.26345e+06 8.80402e+06 1.72622e+07 3.08899e+07 8.64931e+07 5.75561e+06 4.28844e+06 964340 3.6621e+06 960231 1.05393e+06 2.08514e+06 3.05894e+06 3.79439e+06 3.68972e+06 1.43149e+06 2.29202e+06 712729 3.39186e+06 7.12268e+06 1.23987e+06 779230 703699 951177 621855 1.21884e+06 582074
threshold=0 15.500000000000002 1 1.0000000180025095e-35 2.5000000000000004 2 17.500000000000004 16.500000000000004 16.500000000000004 3 1.0000000180025095e-35 16.500000000000004 13.500000000000002 4 5 14.500000000000002 1.0000000180025095e-35 2.5000000000000004 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6 2.5000000000000004 3.5000000000000004 7 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 2 9 2 2 1 2 2 2 1 2 2 2 9 1 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2
left_child=-1 12 3 10 9 6 7 -6 -7 -5 -3 -12 -2 14 15 16 29 -18 19 -16 24 22 -22 -24 27 -26 -27 -15 -29 -14
right_child=1 2 -4 4 5 8 -8 -9 -10 -11 11 -13 13 20 18 -17 17 -19 -20 -21 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.025053227466561578 0.064209654919642409 -1.1850595541156623 0.34742367252545653 -44.310641663649989 -7.1166591868681071 24.795628911798651 -20.334769592285156 235.17604229266828 -40.477995387486054 7.0489997953981973 40.6624961146602 -4.5845243072734689 -4.1682277232925333 -1.6779916579399783 -2.2015098571777343 0.043048616893151231 -0.42392920132341055 -42.843518303462439 -4.5122023779498646 23.967062941331132 -1.8220964666513297 -3.1424803839127224 67.0661942915483 33.493052066456187 1.0120991955848408 -1.6916475410165799 18.778219645956288 -0.088688083686450925 13.196282377243044 -16.824598080178969
leaf_weight=435852 215134 473 12697 29 34 22 35 26 35 37 27 53 173 6403 69 289 29 70 121 65 65 230 22 22 3605 1742 23 505 80 46
leaf_count=435852 215134 473 12697 29 34 22 35 26 35 37 27 53 173 6403 69 289 29 70 121 65 65 230 22 22 3605 1742 23 505 80 46
internal_value=0 0.0449862 0.592112 4.55806 14.9792 28.2215 54.3252 97.8768 -15.2847 -15.5181 0.532323 10.6863 0.0127673 -0.803443 -4.16738 -7.40352 -14.171 -30.4176 3.37246 10.4922 -0.571333 3.95183 17.5955 50.2796 -0.695873 0.210719 -1.4249 -1.39086 1.72806 -6.82664
internal_weight=0 242161 13468 771 218 152 95 60 57 66 553 80 228693 13559 862 607 318 99 255 134 12697 339 109 44 12358 5370 1765 6988 585 219
internal_count=678013 242161 13468 771 218 152 95 60 57 66 553 80 228693 13559 862 607 318 99 255 134 12697 339 109 44 12358 5370 1765 6988 585 219
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1185938 256 2 2 256 2 786468 623117
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=31
num_cat=5
split_feature=11 13 12 8 12 2 11 2 12 0 14 12 12 12 7 12 12 12 14 14 12 12 8 11 1 12 12 8 11 13
split_gain=73599.4 625278 1.38114e+06 7.40172e+06 2.67134e+07 5.324e+06 1.35087e+07 1.34335e+06 3.89546e+06 1.06541e+06 1.16722e+06 2.26922e+06 936501 838383 1.0089e+06 857709 698380 1.327e+06 717960 696086 1.77912e+06 2.31149e+06 3.93635e+06 2.31398e+06 1.10104e+07 7.93974e+07 2.30004e+06 1.31939e+07 1.69036e+07 1.22524e+07
threshold=2.5000000000000004 0 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 18.500000000000004 17.500000000000004 2 3 15.500000000000002 18.500000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 17.500000000000004 14.500000000000002 1.0000000180025095e-35 3.5000000000000004 4
decision_type=2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 9
left_child=-1 2 3 5 -5 9 -7 16 -9 12 -11 -12 -2 15 -15 -14 17 -4 -18 -3 26 23 -23 -22 -25 -26 -21 29 -29 -28
right_child=1 19 7 4 -6 6 -8 8 -10 10 11 -13 13 14 -16 -17 18 -19 -20 20 21 22 -24 24 25 -27 27 28 -30 -31
leaf_value=0.029907330507997466 2.0768988833160296 -0.14912659234224332 -2.1006402523037946 108.2495726952186 -41.472842589291666 -16.641803665514345 86.468929290771484 -41.643188360965617 2.8026756364472059 0.53372416496276853 -4.3363026416662969 30.187772572835286 -1.8321727374544392 -0.41287521293156093 17.67620335747214 -7.5356133127936573 15.680435747450048 -19.216890112213466 -3.2197236499270883 0.16727595288366448 -0.85866031697886724 1.0661298312977248 41.092445049285892 -2.4920461606106041 4.4874080870492117 -141.90267465469685 14.84491410070809 4.0842512130737303 -119.25757762908937 -0.0093177330455419156
leaf_weight=371296 521 171662 2957 26 22 27 24 33 49 152 33 45 616 331 34 461 44 46 37 121379 2237 1428 25 1365 175 47 739 25 20 2157
leaf_count=371296 521 171662 2957 26 22 27 24 33 49 152 33 45 616 331 34 461 44 46 37 121379 2237 1428 25 1365 175 47 739 25 20 2157
internal_value=0 -0.036288 -1.09607 0.77153 39.6268 -0.0595986 31.8809 -2.45157 -15.0841 -0.802401 5.63686 15.5814 -1.55687 -2.86977 1.27213 -4.27348 -2.11568 -2.36283 7.04703 -0.0170506 0.157894 -1.64049 1.75481 -2.9306 -5.85115 -26.5051 0.234229 2.99749 -50.7343 3.83241
internal_weight=0 306717 5458 2292 48 2244 51 3166 82 2193 230 78 1963 1442 365 1077 3084 3003 81 301259 129597 5277 1453 3824 1587 222 124320 2941 45 2896
internal_count=678013 306717 5458 2292 48 2244 51 3166 82 2193 230 78 1963 1442 365 1077 3084 3003 81 301259 129597 5277 1453 3824 1587 222 124320 2941 45 2896
cat_boundaries=0 1 2 3 4 5
cat_threshold=65570 2 2 2 133124
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=31
num_cat=8
split_feature=13 12 13 6 11 14 12 12 12 14 9 12 12 13 14 12 6 11 12 6 2 13 11 11 13 11 4 11 7 7
split_gain=73039.4 399152 1.0431e+06 2.64479e+06 7.14372e+06 1.39628e+07 2.50208e+07 7.00594e+07 4.66903e+06 3.47364e+06 780675 2.96963e+06 766585 855030 1.68368e+06 2.47786e+06 3.07306e+06 2.98587e+06 1.15763e+06 1.85616e+06 568797 2.74059e+06 5.74591e+06 1.01169e+06 632414 552039 773065 512521 983622 471683
threshold=0 15.500000000000002 1 1.0000000180025095e-35 2.5000000000000004 2 17.500000000000004 16.500000000000004 16.500000000000004 3 1.0000000180025095e-35 16.500000000000004 13.500000000000002 4 5 14.500000000000002 1.0000000180025095e-35 2.5000000000000004 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6 2.5000000000000004 3.5000000000000004 7 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 2 9 2 2 1 2 2 2 1 2 2 2 9 1 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2
left_child=-1 12 3 10 9 6 7 -6 -7 -5 -3 -12 -2 14 15 16 29 -18 19 -16 24 22 -22 -24 27 -26 -27 -15 -29 -14
right_child=1 2 -4 4 5 8 -8 -9 -10 -11 11 -13 13 20 18 -17 17 -19 -20 -21 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.024476900597979825 0.058828884864523423 -1.0485738264896907 0.35412877919267083 -39.882567359661238 -6.3900804351357863 22.401931901411579 -18.286380528041295 211.67333984375 -36.388324236188616 6.3411092010704246 36.626368119981557 -4.118822690113535 -3.742598174762175 -1.505368071145915 -1.9917157463405442 0.047771335720603443 -0.38452674602640086 -38.54425369262696 -4.0615738482514692 21.557643831693213 -1.6428777371920074 -2.8422696346044543 60.3166713367809 29.9897608388554 0.90789852726641385 -1.4910536397748919 16.96302075593368 -0.045260769494689337 11.889159269332886 -15.135787640447203
leaf_weight=435852 215134 473 12697 29 34 22 35 26 35 37 27 53 173 6403 69 289 29 70 121 65 65 230 22 22 3605 1742 23 505 80 46
leaf_count=435852 215134 473 12697 29 34 22 35 26 35 37 27 53 173 6403 69 289 29 70 121 65 65 230 22 22 3605 1742 23 505 80 46
internal_value=0 0.0440196 0.573066 4.12053 13.5023 25.4307 48.9076 88.1041 -13.6973 -13.9693 0.496635 9.63268 0.0128654 -0.716415 -3.74632 -6.6543 -12.7452 -27.3662 3.02889 9.43148 -0.507364 3.53336 15.7979 45.1532 -0.618619 0.198087 -1.25058 -1.24473 1.5868 -6.13569
internal_weight=0 242161 13468 771 218 152 95 60 57 66 553 80 228693 13559 862 607 318 99 255 134 12697 339 109 44 12358 5370 1765 6988 585 219
internal_count=678013 242161 13468 771 218 152 95 60 57 66 553 80 228693 13559 862 607 318 99 255 134 12697 339 109 44 12358 5370 1765 6988 585 219
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1185938 256 2 2 256 2 786468 623117
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=31
num_cat=11
split_feature=12 12 13 11 6 12 13 14 13 14 13 3 12 13 8 10 11 4 12 11 14 3 12 14 11 11 13 0 12 14
split_gain=71932.6 370646 2.97713e+06 2.34428e+06 5.56116e+06 1.73685e+07 1.42802e+07 1.02687e+07 3.34382e+06 3.83073e+06 2.26284e+06 1.63344e+07 8.86636e+07 2.2013e+06 4.87169e+06 2.29709e+06 1.76449e+06 2.56222e+06 8.76067e+06 1.88959e+07 3.78575e+07 1.72988e+06 7.44336e+06 1.94512e+07 1.17797e+07 1.88114e+06 7.2799e+06 1.61765e+07 3.92268e+07 5.30723e+07
threshold=11.500000000000002 9.5000000000000018 0 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 1 2 3 4 5 1.0000000180025095e-35 10.500000000000002 6 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 10.500000000000002 2.5000000000000004 7 1.0000000180025095e-35 10.500000000000002 8 2.5000000000000004 2.5000000000000004 9 1.0000000180025095e-35 10.500000000000002 10
decision_type=2 2 9 2 2 2 9 1 9 1 9 2 2 9 2 2 2 2 2 2 1 2 2 1 2 2 9 2 2 1
left_child=1 -1 -3 4 8 6 7 -6 -4 -10 11 -5 -13 14 15 -11 -12 21 -19 20 -20 25 -23 -24 -25 26 27 -18 -29 -30
right_child=-2 2 3 10 5 -7 -8 -9 9 13 16 12 -14 -15 -16 -17 17 18 19 -21 -22 22 23 24 -26 -27 -28 28 29 -31
leaf_value=0.014739263321058196 0.059481128628818727 -1.3808736863039877 -8.4031247546811851 -0.045343229025691351 5.5108920682940568 -2.4506911759772461 -3.3574971125202797 24.326667979011873 3.483678930133506 0.49388671635542558 -1.9594070264317425 2.9086655320512489 167.5460008182024 -2.8908462920161431 44.853236702510287 35.114543533325197 -0.76967175453901293 -2.7970947569741145 90.310673571236521 -3.5493664099500073 -26.291874045272206 -0.12676637184766437 -0.87050448311699768 -88.227415039062507 -18.497542580137861 -0.69012915459008117 0.45931899846066182 -4.5565479185523063 182.46661167689734 -2.243765939985003
leaf_weight=453836 156352 17003 453 2302 456 1662 455 797 2386 459 5911 235 38 2767 28 20 256 450 79 153 43 1383 225 50 47 18107 11915 82 35 28
leaf_count=453836 156352 17003 453 2302 456 1662 455 797 2386 459 5911 235 38 2767 28 20 256 450 79 153 43 1383 225 50 47 18107 11915 82 35 28
internal_value=0 -0.0178467 -0.235889 0.14742 1.56548 4.82701 11.9087 17.3407 -0.232553 0.435459 -0.177842 2.687 25.8252 -1.78467 4.22606 1.93943 -0.368745 -0.0826605 5.7962 19.858 49.2131 -0.215323 -3.31492 -17.0081 -54.4408 -0.0416118 0.911839 13.9972 41.0336 100.373
internal_weight=0 521661 67825 50822 9483 3370 1708 1253 6113 5660 41339 2575 273 3274 507 479 38764 32853 725 275 122 32128 1705 322 97 30423 12316 401 145 63
internal_count=678013 521661 67825 50822 9483 3370 1708 1253 6113 5660 41339 2575 273 3274 507 479 38764 32853 725 275 122 32128 1705 322 97 30423 12316 401 145 63
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=4006020 24 2 4128 2 32864 133187 2 2 1 2
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=31
num_cat=5
split_feature=12 13 6 11 11 0 11 1 1 11 14 0 12 14 13 12 11 13 1 11 12 11 11 6 11 12 6 11 12 11
split_gain=71380.4 240414 211712 237452 392766 418857 193349 419521 140548 144741 189952 263432 130137 221018 762026 649893 2.20879e+06 602598 591180 4.79125e+06 2.19957e+06 613790 499971 1.30556e+06 489627 578207 1.64996e+06 550522 382652 370946
threshold=28.500000000000004 0 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1 1.0000000180025095e-35 19.500000000000004 2 3 27.500000000000004 1.5000000000000002 4 1.0000000180025095e-35 3.5000000000000004 20.500000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 3.5000000000000004 22.500000000000004 2.5000000000000004
decision_type=2 9 2 2 2 2 2 2 2 2 1 2 2 1 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 -2 5 -5 8 -8 9 -3 -11 -12 -1 17 22 28 -17 24 -19 21 -21 -20 23 -15 -14 26 29 -27 -16 -26
right_child=1 6 -4 4 -6 -7 7 -9 -10 10 11 -13 13 14 15 16 -18 18 19 20 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0038201551175206781 1.204460059307717 -1.4880253044356737 -2.6732097844819767 23.904373677571616 -2.641204174705174 5.3601187738878977 -1.7966520999856503 -13.330073427431513 5.7512417956096371 0.018200718458384686 -1.2549197543751109 13.151774940490723 -2.9162440557346168 -1.4478125049959165 2.4632691416052865 -5.4774048158100683 36.86462358127941 -0.080044256429467997 0.82471412549535916 -12.5280312278054 -57.774225414366953 18.982260235150658 -0.45243369658656474 -22.329539087342056 -0.67624551802873611 0.62813198896527511 31.932129167627405 15.856561257289009 -0.31039420720557098 9.6566688656806949
leaf_weight=666326 148 367 74 21 23 29 712 33 41 146 22 30 107 111 1661 28 22 6292 83 22 21 24 453 41 64 273 27 26 710 76
leaf_count=666326 148 367 74 21 23 29 712 33 41 146 22 30 107 111 1661 28 22 6292 83 22 21 24 453 41 64 273 27 26 710 76
internal_value=0 -0.657765 1.89223 3.50655 8.1738 13.1487 -1.21955 -2.30753 0.0978514 -0.312395 1.86668 7.05663 0.00156445 0.35889 1.07323 1.86292 13.1531 0.0507511 -0.227602 -6.43233 -34.625 4.89743 -2.0832 -7.08038 3.12951 4.58486 9.29817 1.95234 1.63269 4.93305
internal_weight=0 1646 295 221 73 50 1351 745 606 565 198 52 676367 10041 3026 2421 50 7015 6442 150 43 107 605 152 573 466 167 299 2371 140
internal_count=678013 1646 295 221 73 50 1351 745 606 565 198 52 676367 10041 3026 2421 50 7015 6442 150 43 107 605 152 573 466 167 299 2371 140
cat_boundaries=0 1 2 3 4 5
cat_threshold=1085505 2 2 536652 8356
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=31
num_cat=8
split_feature=11 13 8 12 12 1 13 12 12 12 14 12 14 12 13 12 12 12 12 12 12 12 14 12 12 12 13 8 14 12
split_gain=70493.8 502213 690494 565385 587433 517330 4.04389e+06 5.13495e+06 6.97824e+06 3.96844e+06 1.15104e+07 5.43924e+06 2.43639e+08 3.12927e+06 2.46794e+06 4.34184e+06 2.44728e+06 1.48949e+06 1.3453e+06 1.13557e+06 735078 1.56012e+06 1.32331e+06 643262 1.72352e+06 622765 3.1083e+06 6.90751e+06 1.55904e+08 1.39171e+07
threshold=3.5000000000000004 0 1.0000000180025095e-35 13.500000000000002 8.5000000000000018 1.0000000180025095e-35 1 3.5000000000000004 12.500000000000002 18.500000000000004 2 17.500000000000004 3 19.500000000000004 4 16.500000000000004 19.500000000000004 20.500000000000004 4.5000000000000009 20.500000000000004 11.500000000000002 10.500000000000002 5 14.500000000000002 18.500000000000004 13.500000000000002 6 1.0000000180025095e-35 7 14.500000000000002
decision_type=2 9 2 2 2 2 9 2 2 2 1 2 1 2 9 2 2 2 2 2 2 2 1 2 2 2 9 2 1 2
left_child=-1 2 -2 4 -4 25 7 -7 -9 11 16 14 -13 -12 15 18 -11 -18 -8 -15 21 -20 -23 -10 -25 -3 27 -27 29 -29
right_child=1 5 3 -5 -6 6 9 8 23 10 13 12 -14 19 -16 -17 17 -19 20 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.017595045699357489 -0.78397553635925943 -0.019597346276766285 -8.7202367867880728 -19.607011104452198 2.9174330581479997 50.60485861161176 -5.478776352769799 -9.293718494415284 42.099034652709967 -66.714183044433597 -29.56480963126473 206.81504156650641 -140.28858470008487 31.856486438569569 2.6160365919453907 -38.090985522550696 -11.27522992220792 -48.073114399476488 1.2437578670719127 6.1604984973606314 -3.1106577287858994 -0.25110270760276099 31.04740498134068 5.257349578857422 43.188438083814539 1.4838051795498512 -0.63563638047469018 -44.679344817656506 212.22876095241975 5.339873739506336
leaf_weight=522892 2984 130745 123 29 67 34 576 100 30 30 23 39 42 21 2285 34 22 22 386 95 268 22 35 25 23 7629 9129 79 36 188
leaf_count=522892 2984 130745 123 29 67 34 576 100 30 30 23 39 42 21 2285 34 22 22 386 95 268 22 35 25 23 7629 9129 79 36 188
internal_value=0 0.0591682 -1.17806 -6.60148 -4.61643 0.0853255 1.1917 14.3195 8.19307 0.440236 -12.8303 1.20807 26.8354 4.13124 0.632419 -2.79737 -44.6904 -29.6742 -1.88672 10.8124 1.0233 3.52421 18.9673 30.612 23.4327 0.0545518 0.622785 2.0693 16.8794 -9.45982
internal_weight=0 155121 3203 219 190 151918 4112 212 178 3900 213 3687 81 139 3606 1321 74 44 1287 116 711 443 57 78 48 147806 17061 7932 303 267
internal_count=678013 155121 3203 219 190 151918 4112 212 178 3900 213 3687 81 139 3606 1321 74 44 1287 116 711 443 57 78 48 147806 17061 7932 303 267
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=8452 32896 2 2 1055304 2 661552 2
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=31
num_cat=8
split_feature=13 1 12 11 14 12 12 11 13 12 14 11 14 11 12 11 11 12 12 13 12 12 13 12 12 13 12 11 12 12
split_gain=84488.7 536707 1.42584e+06 1.13028e+06 1.06527e+06 1.05377e+06 9.51339e+06 5.49299e+07 2.06009e+06 8.1455e+06 6.00494e+06 1.92322e+06 5.24028e+06 1.05601e+06 1.12874e+06 1.04423e+06 1.03185e+06 737098 571842 611833 900553 790303 517110 505225 477804 761213 589184 859332 394563 1.28698e+06
threshold=0 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1 18.500000000000004 17.500000000000004 3.5000000000000004 2 19.500000000000004 3 2.5000000000000004 4 3.5000000000000004 7.5000000000000009 2.5000000000000004 1.0000000180025095e-35 28.500000000000004 16.500000000000004 5 12.500000000000002 12.500000000000002 6 14.500000000000002 4.5000000000000009 7 3.5000000000000004 2.5000000000000004 6.5000000000000009 7.5000000000000009
decision_type=9 2 2 2 1 2 2 2 9 2 1 2 1 2 2 2 2 2 2 9 2 2 9 2 2 9 2 2 2 2
left_child=1 -1 3 16 -5 6 13 11 9 10 -7 -8 -13 14 24 -12 -3 -11 19 21 28 -15 -18 -22 25 -4 27 -27 -21 -30
right_child=-2 2 5 4 -6 8 7 -9 -10 17 15 12 -14 18 -16 -17 22 -19 -20 20 23 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.012447664242725613 0.037148652768904361 7.9136768211865558 -3.5209760501401379 -3.2248180046416168 12.515630150386265 -2.1445371832166398 4.5920337545193304 -152.92203320094518 -1.5167307845560181 1.9727300610771792 79.187903340657556 -50.196097472861965 8.0832289483812119 -10.937506766546342 -0.27027520901071606 47.260344772338868 2.1951472800844445 -18.225435409545899 11.707315497128469 1.2734072375941921 -7.0870923811389561 9.3160059204101557 -2.5168433611388328 1.8968797520228795 -4.2753566246252106 -0.68053804945368257 -3.6064064920516246 7.991366531735375 15.46223989603471 2.5365354273054339
leaf_weight=346296 321476 179 993 57 175 21 123 28 499 187 21 27 36 84 3458 20 417 20 53 518 155 25 503 105 1391 289 210 189 98 360
leaf_count=346296 321476 179 993 57 175 21 123 28 499 187 21 27 36 84 3458 20 417 20 53 518 155 25 503 105 1391 289 210 189 98 360
internal_value=0 -0.0335458 -0.747005 2.3059 8.64836 -1.20306 -1.53706 -22.3425 2.33788 9.20254 41.3406 -2.68537 -16.8936 -0.975459 -1.50947 63.6135 0.967002 0.0212165 1.51888 1.1174 1.75662 -5.76345 -0.384579 -3.45895 -2.90437 -1.76989 0.797059 2.74831 3.16401 5.3023
internal_weight=0 356537 10241 1331 232 8910 8142 214 768 269 62 186 63 7928 6530 41 1099 207 1398 1345 1236 109 920 260 3072 1681 688 478 976 458
internal_count=678013 356537 10241 1331 232 8910 8142 214 768 269 62 186 63 7928 6530 41 1099 207 1398 1345 1236 109 920 260 3072 1681 688 478 976 458
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=137362 2 6272 2 2 128 2064 2064
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=31
num_cat=6
split_feature=13 1 12 13 11 11 11 11 12 12 12 11 13 12 14 11 14 11 12 11 12 12 12 13 12 12 12 12 12 12
split_gain=68468.5 435421 1.15517e+06 1.09658e+06 4.00405e+06 1.2139e+06 1.0697e+06 1.90029e+06 2.27733e+06 852797 7.70549e+06 4.44932e+07 1.66973e+06 6.59785e+06 4.864e+06 1.55781e+06 4.24463e+06 855704 915165 845828 597049 493667 463192 495585 729448 640145 409232 387127 649365 1.34386e+06
threshold=0 1.0000000180025095e-35 1.5000000000000002 1 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 18.500000000000004 17.500000000000004 3.5000000000000004 2 19.500000000000004 3 2.5000000000000004 4 3.5000000000000004 7.5000000000000009 2.5000000000000004 28.500000000000004 1.0000000180025095e-35 16.500000000000004 5 12.500000000000002 12.500000000000002 14.500000000000002 9.5000000000000018 7.5000000000000009 6.5000000000000009
decision_type=9 2 2 9 2 2 2 2 2 2 2 2 9 2 1 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=1 -1 3 4 6 21 7 -3 -9 10 17 15 13 14 -11 -12 -17 18 -4 -16 -15 -5 23 25 27 -19 -26 28 29 -25
right_child=-2 2 9 5 -6 -7 -8 8 -10 12 11 -13 -14 20 19 16 -18 22 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.011202890319012134 0.033433903353236281 -8.5394698333740244 -2.6150756360497329 2.5706260628170439 41.689263105392456 -0.44292602650518342 -9.7799589035358849 -5.5394744873046875 34.13510288336338 -1.930082838875907 4.132830410662705 -137.62983173983437 -1.3680375605997261 1.7754569253182031 71.269112868536084 -45.176486220183193 7.2749062538146978 -9.8437561443873829 -0.24324770319868613 42.534311790466312 -16.402892568111422 13.574384389025099 10.536583488392381 1.1460665312512963 -6.3783827172556231 8.3844053344726568 1.7071918651035856 6.550390767833413 -4.3453770738966924 13.916016578674316
leaf_weight=346296 321476 40 3072 72 32 984 47 23 39 21 123 28 499 187 21 27 36 84 3458 20 20 94 53 518 155 25 105 219 141 98
leaf_count=346296 321476 40 3072 72 32 984 47 23 39 21 123 28 499 187 21 27 36 84 3458 20 20 94 53 518 155 25 105 219 141 98
internal_value=0 -0.0302063 -0.672828 2.07507 9.09257 0.883826 2.70218 8.45375 19.4171 -1.08332 -1.38379 -20.1083 2.10212 8.28229 37.2065 -2.41683 -15.2043 -0.878357 -1.35906 57.2521 0.0190947 8.80167 1.36699 1.00566 1.58096 -5.1871 -3.11305 2.84761 1.7764 3.17765
internal_weight=0 356537 10241 1331 181 1150 149 102 62 8910 8142 214 768 269 62 186 63 7928 6530 41 207 166 1398 1345 1236 109 260 976 757 616
internal_count=678013 356537 10241 1331 181 1150 149 102 62 8910 8142 214 768 269 62 186 63 7928 6530 41 207 166 1398 1345 1236 109 260 976 757 616
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=137362 2176 6272 2 2 128
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=31
num_cat=9
split_feature=7 13 12 12 12 13 11 11 11 13 12 14 12 12 12 13 14 11 14 12 12 13 12 11 12 11 14 11 11 11
split_gain=63153 330148 749336 866823 1.74032e+06 779519 1.95444e+06 1.14594e+06 1.25004e+06 3.15805e+06 5.62689e+06 1.24243e+07 1.04261e+06 1.10657e+06 1.03533e+06 987182 3.0705e+06 2.83782e+06 986131 670636 1.32528e+06 1.14385e+06 1.04139e+07 4.48115e+06 3.56714e+06 6.39683e+06 5.88954e+06 9.26436e+06 3.72399e+06 1.13945e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 9.5000000000000018 6.5000000000000009 1 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 2 7.5000000000000009 3 7.5000000000000009 8.5000000000000018 7.5000000000000009 4 5 1.5000000000000002 6 10.500000000000002 9.5000000000000018 7 12.500000000000002 3.5000000000000004 11.500000000000002 1.5000000000000002 8 2.5000000000000004 1.5000000000000002 2.5000000000000004
decision_type=2 9 2 2 2 9 2 2 2 9 2 1 2 2 2 9 1 2 1 2 2 9 2 2 2 2 1 2 2 2
left_child=-1 19 -3 4 -4 6 14 12 9 10 11 -9 -8 15 -6 16 -14 -18 -12 20 29 22 23 24 28 -26 27 -27 -21 -2
right_child=1 2 3 -5 5 -7 7 8 -10 -11 18 -13 13 -15 -16 -17 17 -19 -20 21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0089535808745841231 -0.40199460907115792 -2.3503035697026307 -0.23789128409320998 -0.90589744495250446 29.425367631912231 -0.14865902506071946 -4.5147856994807896 70.336923797607426 1.9044953718750492 1.4484861948403969 -2.6492856829353935 3.0937288127961708 -4.0559013366699217 -2.0390943996767752 8.3608816589627946 0.38576294962240731 -5.3188204535122576 30.908527113970589 11.856244050613558 43.722852503458661 -2.4951185621398975 0.66037961867442241 -3.2270422195001403 -2.2335982245367929 -1.3528354890884893 70.964289528982974 82.689035193125406 -11.132898457845052 2.8040249636006909 1.1618950037833415
leaf_weight=624618 10941 1487 10556 7446 40 1005 341 50 962 405 89 61 78 327 56 186 29 85 99 30 1916 8204 606 74 31 28 36 27 86 8114
leaf_count=624618 10941 1487 10556 7446 40 1005 341 50 962 405 89 61 78 327 56 186 29 85 99 30 1916 8204 606 74 31 28 36 27 86 8114
internal_value=0 0.104354 -0.178207 -0.0302298 0.42354 2.25466 3.1043 2.61899 4.24777 7.44981 15.0277 33.3835 0.0247633 2.22049 17.1378 5.90537 10.6763 21.6928 4.98926 0.323102 0.0118614 1.03898 4.36771 19.2591 25.9416 37.8793 51.2441 30.662 13.3865 0.263941
internal_weight=0 53395 23302 21815 14369 3813 2808 2712 1666 704 299 111 1046 705 96 378 192 114 188 30093 20971 9122 918 312 238 122 91 55 116 19055
internal_count=678013 53395 23302 21815 14369 3813 2808 2712 1666 704 299 111 1046 705 96 378 192 114 188 30093 20971 9122 918 312 238 122 91 55 116 19055
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=493982 3674113 1048576 2 4096 2 2 98432 2
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=31
num_cat=10
split_feature=13 12 12 13 14 2 11 4 12 11 3 12 13 3 14 2 14 12 11 12 11 11 6 14 14 11 0 13 11 14
split_gain=61725 378679 2.38523e+06 1.54585e+06 863317 1.1009e+06 879478 750242 905448 1.70251e+06 7.712e+06 7.06256e+06 4.73722e+06 1.62086e+08 4.37965e+06 2.03132e+06 1.1119e+07 1.45624e+07 1.63857e+07 3.86402e+06 9.87065e+06 1.79548e+06 1.18723e+07 4.93028e+07 2.40417e+06 1.74277e+06 1.34779e+06 3.01607e+06 3.1168e+06 7.65869e+06
threshold=0 9.5000000000000018 10.500000000000002 1 2 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 12.500000000000002 1.5000000000000002 1.0000000180025095e-35 11.500000000000002 3 1.0000000180025095e-35 4 1.0000000180025095e-35 5 11.500000000000002 3.5000000000000004 11.500000000000002 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 6 7 2.5000000000000004 1.0000000180025095e-35 8 3.5000000000000004 9
decision_type=9 2 2 9 1 2 2 2 2 2 2 2 9 2 1 2 1 2 2 2 2 2 2 1 1 2 2 9 2 1
left_child=-1 -2 3 4 -3 -6 -7 8 9 10 -4 14 13 21 -12 26 17 -17 25 -18 -21 -11 24 -24 -23 -19 -14 28 29 -28
right_child=1 2 7 -5 5 6 -8 -9 -10 12 11 -13 15 -15 -16 16 19 18 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.027252984191347758 0.10003697889014773 -1.4757436852766732 -0.39781958201009471 -0.5576529169995933 -4.4150599482124795 -5.3592141116106955 17.998919620513917 -2.1929076866606945 -0.0874217903046971 -0.23317393352431048 -20.77972909487211 -0.51227307574322023 -0.14179298712924301 259.25547990417482 -76.034770583733916 -5.5322045301323506 0.82987711371445083 24.187160042004709 72.79832700679178 -2.5765920841947518 -77.579069028581898 -22.660666293482628 156.89670481109621 -12.470549385764382 4.2034469438923727 -4.6944411553276906 18.345790702769744 -0.024790771165546583 0.92406781226242141 -1.2797700036655772
leaf_weight=373678 224310 2833 3641 10754 2336 27 40 1373 42946 886 26 52 10019 25 32 134 82 39 76 47 28 62 25 55 72 45 457 2789 772 352
leaf_count=373678 224310 2833 3641 10754 2336 27 40 1373 42946 886 26 52 10019 25 32 134 82 39 76 47 28 62 25 55 72 45 457 2789 772 352
internal_value=0 0.0334092 -0.153344 -1.24588 -2.65328 -4.05257 8.58594 0.119471 0.170138 0.731162 -1.18595 -27.2729 1.18159 7.40883 -51.2653 0.704044 7.31296 18.7871 39.1545 -14.1737 -30.5775 1.75239 9.97301 40.4567 -8.22622 8.71487 0.497388 1.96282 5.4349 9.80661
internal_weight=0 304335 80025 15990 5236 2403 67 64035 62662 19716 3751 110 15965 1125 58 14840 451 294 160 157 75 1100 214 80 134 84 14389 4370 1581 809
internal_count=678013 304335 80025 15990 5236 2403 67 64035 62662 19716 3751 110 15965 1125 58 14840 451 294 160 157 75 1100 214 80 134 84 14389 4370 1581 809
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=170130 1048612 2 65632 2 2 2 2 524801 2
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=31
num_cat=4
split_feature=11 13 12 8 12 2 11 2 11 12 0 14 12 3 12 12 1 12 7 12 12 14 12 13 1 11 12 12 12 12
split_gain=68841.2 613077 1.23675e+06 5.99404e+06 2.16363e+07 4.30952e+06 1.09421e+07 1.14227e+06 3.66166e+06 989087 860421 945740 1.83787e+06 825159 9.42419e+06 762624 710057 739364 760749 614372 597626 572662 1.35267e+06 1.96023e+06 2.06895e+06 9.51826e+06 2.58931e+07 1.28725e+08 2.84023e+06 2.05282e+06
threshold=2.5000000000000004 0 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 9.5000000000000018 1.0000000180025095e-35 1 1.5000000000000002 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 9.5000000000000018 1.5000000000000002 2 15.500000000000002 3 1.0000000180025095e-35 3.5000000000000004 19.500000000000004 17.500000000000004 16.500000000000004 17.500000000000004
decision_type=2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 2
left_child=-1 2 3 5 -5 10 -7 13 9 -9 15 -12 -13 -4 19 -2 17 20 -19 -15 -17 -3 -23 29 -25 -26 27 28 -27 -24
right_child=1 21 7 4 -6 6 -8 8 -10 -11 11 12 -14 14 -16 16 -18 18 -20 -21 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=0.02893867419416752 1.8676116455997023 -0.13582823284506293 -1.3849408582451672 97.406821955167345 -37.338561560890888 -14.999005277068527 77.800857226053878 -17.020815830645354 -47.860942112881204 9.5269575966729061 0.45967287829047754 -3.9202683708884503 27.14972608778212 -2.8430061139287179 -53.667018840148266 -1.5920746173983105 -20.424040326205169 0.13446344099704574 15.872083978091972 10.509206731695878 -6.3757798905425025 0.2092069224127481 -1.8056709028463414 -2.0290575336820917 1.4282465460399787 -6.6737100734267134 21.182642321288586 -242.40207965544292 33.416968421936041 4.0836939553595064
leaf_weight=371296 521 171662 2638 26 22 27 24 23 23 36 152 33 45 370 38 613 22 318 34 38 455 124320 1410 2388 294 43 64 28 30 1020
leaf_count=371296 521 171662 2638 26 22 27 24 23 23 36 152 33 45 370 38 613 22 318 34 38 455 124320 1410 2388 294 43 64 28 30 1020
internal_value=0 -0.0350811 -1.08447 0.682723 35.6485 -0.0652086 28.6715 -2.36724 -14.016 -0.822174 -0.733505 5.05321 14.0047 -2.05752 -6.03567 -1.41152 -2.59628 -2.32008 1.65457 -1.59942 -3.63008 -0.0160325 0.142646 -1.42546 -3.19969 -9.35975 -28.582 -60.116 9.80191 0.663677
internal_weight=0 306717 5458 2292 48 2244 51 3166 82 59 2193 230 78 3084 446 1963 1442 1420 352 408 1068 301259 129597 5277 2847 459 165 101 73 2430
internal_count=678013 306717 5458 2292 48 2244 51 3166 82 59 2193 230 78 3084 446 1963 1442 1420 352 408 1068 301259 129597 5277 2847 459 165 101 73 2430
cat_boundaries=0 1 2 3 4
cat_threshold=65570 2 2 159881
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=31
num_cat=8
split_feature=12 12 13 3 11 3 14 13 11 11 13 14 11 0 11 6 11 11 8 11 13 8 4 13 14 11 11 11 11 11
split_gain=61305 300392 6.69447e+06 3.31155e+07 1.231e+08 4.57492e+06 1.56732e+07 1.27414e+07 3.5557e+06 1.01656e+07 2.5363e+06 2.73829e+06 4.21923e+06 2.26377e+07 2.65871e+07 1.21136e+07 4.31345e+06 2.75254e+06 1.97463e+06 1.94029e+06 2.53324e+06 1.90171e+06 1.47464e+06 7.53941e+06 2.1604e+07 2.95823e+07 5.94869e+07 2.198e+06 1.37758e+06 1.11377e+06
threshold=11.500000000000002 10.500000000000002 0 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1 2 1.5000000000000002 2.5000000000000004 3 4 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 1.0000000180025095e-35 6 7 1.5000000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 3.5000000000000004
decision_type=2 2 9 2 2 2 1 9 2 2 9 1 2 2 2 2 2 2 2 2 9 2 2 9 1 2 2 2 2 2
left_child=1 -1 3 10 -5 22 19 -8 -9 -10 11 12 13 -3 -15 21 17 -17 -13 -7 28 -14 -4 24 25 -24 -27 -26 -21 -20
right_child=-2 2 5 4 -6 6 7 8 9 -11 -12 18 15 14 -16 16 -18 -19 29 20 -22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.002072679213095072 0.054904983027738719 -2.5201048397436376 -0.68726237727519845 280.60487434387204 -23.245852274894716 21.020501755631489 -3.0925907305308753 -34.482770616580282 -115.87450063069662 -38.004847044693797 -3.4527768044156328 -1.4821704853710731 -4.0756522169479963 -12.243818935271234 104.34487966861366 12.615249693627453 4.2928294354174517 40.34776756286621 37.061909612019853 16.217130064707931 -8.7297346705821024 17.434438323974611 -18.678241288926866 -5.1702499190601738 -7.8892574644925304 162.66023204714753 -10.289799252071896 -42.103476224626817 -0.18309458682411595 4.8653005426580265
leaf_weight=492231 156352 164 25766 20 40 46 102 39 30 38 504 707 624 31 53 51 83 120 21 93 191 44 45 317 57 43 37 28 114 22
leaf_count=492231 156352 164 25766 20 40 46 102 39 30 38 504 707 624 31 53 51 83 120 21 93 191 44 45 317 57 43 37 28 114 22
internal_value=0 -0.0164823 -0.326824 4.6302 78.0377 -0.785211 -9.05365 -31.6345 -53.5491 -72.3591 2.83229 4.47678 7.52371 19.1025 61.3181 4.40924 22.9977 32.0767 -0.216744 1.57565 -0.67175 -2.65882 -0.580159 4.65634 18.8389 46.1852 82.6708 -19.1598 6.85401 20.5892
internal_weight=0 521661 29430 2484 60 26946 653 209 107 68 2424 1920 1170 248 84 922 254 171 750 444 398 668 26293 527 210 125 80 85 207 43
internal_count=678013 521661 29430 2484 60 26946 653 209 107 68 2424 1920 1170 248 84 922 254 171 750 444 398 668 26293 527 210 125 80 85 207 43
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=97 2 1048592 65 2 1579008 4112 2
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=31
num_cat=6
split_feature=2 13 14 11 12 12 12 12 11 11 12 11 12 12 12 12 11 13 12 11 13 12 11 14 12 12 13 12 12 12
split_gain=57276 2.08987e+06 2.22546e+06 5.74791e+06 1.22092e+07 1.4558e+08 4.88997e+06 1.52333e+07 2.07284e+07 3.16599e+07 1.34389e+07 1.25595e+07 2.45059e+06 3.03935e+06 2.05415e+06 7.98186e+06 2.14535e+07 1.69234e+06 4.1586e+06 3.17312e+06 1.56969e+06 1.22924e+06 1.17436e+06 1.11403e+07 1.6498e+07 2.16007e+08 5.18389e+06 9.48556e+06 1.06245e+08 8.7963e+06
threshold=1.0000000180025095e-35 0 1 3.5000000000000004 7.5000000000000009 6.5000000000000009 7.5000000000000009 8.5000000000000018 2.5000000000000004 3.5000000000000004 6.5000000000000009 3.5000000000000004 13.500000000000002 14.500000000000002 6.5000000000000009 7.5000000000000009 2.5000000000000004 2 2.5000000000000004 2.5000000000000004 3 10.500000000000002 3.5000000000000004 4 6.5000000000000009 7.5000000000000009 5 12.500000000000002 11.500000000000002 7.5000000000000009
decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 1 2 2 9 2 2 2
left_child=-1 2 6 12 5 -5 10 8 -8 -10 17 -12 14 -14 -4 16 -16 -2 -19 -20 21 -6 -3 26 -25 -26 27 28 29 -24
right_child=1 22 3 4 20 -7 7 -9 9 -11 11 -13 13 -15 15 -17 -18 18 19 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0041076888486347484 -0.30128768776634451 -0.58030347290207274 2.2320470812469524 -0.8312493817011517 -23.579642424036248 173.84858027631586 -31.37058796286583 0.073029839061485871 128.14842666625978 7.1066650796443858 -5.0340999437415084 -78.536131002547904 36.588973588943482 0.62990104942991021 2.5328252613544464 -0.7398625268385961 -111.70764880371094 4.0610990514189513 -3.1026106739044188 -53.581426250573365 1.9724193452478767 -3.3346166966325144 16.67164760388826 2.7482704094250998 -253.4277543318899 1.2173132037012666 -3.8939387058312036 -12.558335769928254 244.16112304687499 -23.582176474521034
leaf_weight=664428 737 7753 753 360 61 55 32 1306 40 47 46 47 40 57 48 416 25 59 20 33 172 59 190 300 38 270 414 111 20 76
leaf_count=664428 737 7753 753 360 61 55 32 1306 40 47 46 47 40 57 48 416 25 59 20 33 172 59 190 300 38 270 414 111 20 76
internal_value=0 -0.203313 1.58277 4.00176 11.296 22.3191 -0.501476 3.19401 37.4461 62.758 -6.09179 -42.1803 0.150333 15.4584 -1.04522 -6.09182 -36.5906 -2.13863 -13.038 -34.5328 -4.37027 -12.5777 -1.06323 -3.70931 -13.9426 -30.1999 3.9625 11.9524 21.8832 5.17056
internal_weight=0 13585 4413 2046 707 415 2367 1425 119 87 942 93 1339 97 1242 489 73 849 112 53 292 120 9172 1419 608 308 811 397 286 266
internal_count=678013 13585 4413 2046 707 415 2367 1425 119 87 942 93 1339 97 1242 489 73 849 112 53 292 120 9172 1419 608 308 811 397 286 266
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=150017 2 133121 131072 2 1048608
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=31
num_cat=8
split_feature=12 2 13 11 12 14 12 11 14 12 13 13 9 14 11 12 3 11 11 13 14 8 10 1 11 7 10 12 6 7
split_gain=58208.9 510979 1.29563e+06 6.32743e+06 4.28553e+07 1.57794e+06 1.26139e+06 806377 934170 468092 405167 358700 2.58161e+06 8.08533e+06 2.43208e+07 3.2041e+07 652876 860853 2.00019e+06 1.69436e+06 1.07973e+06 3.75472e+06 1.32963e+06 1.3513e+06 1.03497e+06 3.85327e+06 1.04909e+06 978264 919786 914506
threshold=3.5000000000000004 1.0000000180025095e-35 0 3.5000000000000004 1.5000000000000002 1 2.5000000000000004 3.5000000000000004 2 2.5000000000000004 3 4 1.0000000180025095e-35 5 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 6 7 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 9 2 2 1 2 2 1 2 9 9 2 1 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2
left_child=1 11 3 9 5 -5 10 -8 -9 -3 -4 12 16 -14 -15 -16 17 18 -1 20 29 22 23 -22 26 28 -19 -28 -26 -20
right_child=-2 2 6 4 -6 -7 7 8 -10 -11 -12 -13 13 14 15 -17 -18 24 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-4.0728156495005337 0.021530948298068685 0.35149102797508242 0.29054510292557673 -42.811537507864152 118.2291288245808 -9.64519202709198 -3.8095659669782567 -18.452633655567965 -4.2714472707112625 -6.6268541995968135 -2.382852562792261 -0.048880464382974859 -2.471959783766005 -16.216230672962812 -8.7061874480474568 155.9893717447917 0.73365382803332624 -4.8720143601840462 -0.99674678699604213 -6.1615052630983556 3.4893323742857549 48.504213971677039 27.41380941456762 29.677822839646115 -13.595803159077963 41.625933170318604 14.965569316216236 -7.8797942062904101 5.6819181685014213 16.995737886428834
leaf_weight=536 439605 500 1147 26 33 32 469 96 90 119 1113 223917 180 49 21 27 8030 1017 241 135 319 23 29 21 45 24 53 29 55 32
leaf_count=536 439605 500 1147 26 33 32 469 96 90 119 1113 223917 180 49 21 27 8030 1017 241 135 319 23 29 21 45 24 53 29 55 32
internal_value=0 -0.0398342 -1.21804 2.59301 27.2507 -24.5129 -2.14781 -6.01919 -11.5908 -0.990065 -1.0353 -0.021643 0.539191 10.0698 33.3432 83.9351 0.290387 -1.10056 0.654288 3.82145 5.85271 9.30339 6.85998 5.10686 -3.01755 5.64288 -3.9947 6.88611 -2.99306 1.11226
internal_weight=0 238408 3625 710 91 58 2915 655 186 619 2260 234783 10866 277 97 48 10589 2559 1336 800 665 392 369 340 1223 124 1099 82 100 273
internal_count=678013 238408 3625 710 91 58 2915 655 186 619 2260 234783 10866 277 97 48 10589 2559 1336 800 665 392 369 340 1223 124 1099 82 100 273
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=559712 2 2 1458177 2162946 2 65792 2
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=31
num_cat=8
split_feature=12 13 14 11 12 13 11 11 1 12 1 12 13 6 11 12 14 12 3 1 14 11 6 14 11 12 13 11 11 11
split_gain=55678 363489 406874 1.27851e+06 1.12225e+06 255980 423623 184027 315338 127216 125611 109062 303796 474234 440642 1.25824e+06 2.14131e+06 310823 603357 502641 1.80146e+06 4.51036e+06 465613 808608 3.42348e+06 7.58577e+06 747651 562028 1.0631e+06 196151
threshold=26.500000000000004 0 1 2.5000000000000004 28.500000000000004 2 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 29.500000000000004 1.0000000180025095e-35 19.500000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 4 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5 2.5000000000000004 1.0000000180025095e-35 6 1.0000000180025095e-35 20.500000000000004 7 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004
decision_type=2 9 1 2 2 9 2 2 2 2 2 2 9 2 2 2 1 2 2 2 1 2 2 1 2 2 9 2 2 2
left_child=11 2 5 10 -5 -2 -7 -3 -9 -10 -4 -1 13 -13 15 -15 -17 19 -19 22 21 -21 -14 26 25 -25 27 -24 -29 -26
right_child=1 7 3 4 -6 6 -8 8 9 -11 -12 12 17 14 -16 16 -18 18 -20 20 -22 -23 23 24 29 -27 -28 28 -30 -31
leaf_value=-0.00318168368372914 -1.5509419525464376 -0.13910866362974048 -2.6522664917142769 36.496960931732545 7.0949189915376554 1.1907859692159963 16.270925571607506 -1.7700050917058754 -5.0998700893842255 -15.196191034714381 5.6462704539299011 0.15706147470033144 0.29268653745191137 4.6452391079493927 -1.7387906890023839 -0.97984967367989673 -37.72470701809587 -0.25809604833357741 16.010570134805597 -6.4986426498208729 0.90217021414115617 50.784369984379524 -4.0431947299412325 0.55051769316196442 2.217309326821185 56.063736133575439 -0.67764632097634259 21.155022322690044 -0.67693209648132324 -3.9100114853985342
leaf_weight=666326 290 800 76 21 34 98 23 834 26 24 24 2385 2565 42 528 35 29 2578 23 28 177 27 28 64 141 40 572 54 38 83
leaf_count=666326 290 800 76 21 34 98 23 834 26 24 24 2385 2565 42 528 35 29 2578 23 28 177 27 28 64 141 40 572 54 38 83
internal_value=0 -0.49668 1.67925 6.07485 18.3212 0.0623984 3.74754 -1.23068 -2.23245 -9.9461 -0.660618 0.00159925 0.33917 -0.487521 -2.92002 -8.80388 -17.6299 0.727668 -0.114236 1.30327 5.81422 21.6221 1.01135 2.81857 6.90821 21.9018 0.880127 7.71876 12.1375 -0.0530819
internal_weight=0 2250 566 155 55 411 121 1684 884 50 100 675763 9437 3019 634 106 64 6418 2601 3817 232 55 3585 1020 328 104 692 120 92 224
internal_count=678013 2250 566 155 55 411 121 1684 884 50 100 675763 9437 3019 634 106 64 6418 2601 3817 232 55 3585 1020 328 104 692 120 92 224
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1216576 2 1179648 1232960 2 2 2 600064
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=31
num_cat=6
split_feature=7 13 12 12 11 13 12 14 11 12 12 11 11 11 12 11 14 11 11 11 12 12 13 11 11 12 11 14 12 12
split_gain=55847 265412 421232 278531 474133 439385 301220 496407 1.22053e+06 1.01401e+06 2.21657e+06 558136 483660 207303 268488 254668 205270 366390 511177 186620 521724 542108 293922 285607 220641 274677 748522 179292 179209 173847
threshold=1.0000000180025095e-35 0 7.5000000000000009 9.5000000000000018 4.5000000000000009 1 12.500000000000002 2 4.5000000000000009 14.500000000000002 15.500000000000002 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 2.5000000000000004 3 1.5000000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 1.5000000000000002 4 4.5000000000000009 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 5 3.5000000000000004 1.5000000000000002
decision_type=2 9 2 2 2 9 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 1 2 2
left_child=-1 2 19 4 5 16 -5 8 13 -10 -11 12 -9 -8 15 -15 -4 -18 -19 22 21 27 24 -23 25 -2 -27 -21 -26 -3
right_child=1 29 3 6 -6 -7 7 11 9 10 -12 -13 -14 14 -16 -17 17 18 -20 20 -22 23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.008443364740200807 -0.20777337551116945 0.67168322437081418 -6.408414443658323 -1.4343646283816267 -3.8600943370930203 5.4781021680102473 7.8427033390317646 -13.287146596555358 0.74116530324898511 33.167766779119319 -2.8239065442766464 -15.622501277923584 1.1954177243800104 -4.7495717096328738 -1.2367131278034329 8.2276950866945331 -5.7303841753703795 17.794004837671917 -1.2673784368178425 -0.18789379712447382 -3.20009203193462 3.640145818821555 -3.4560258823051502 -0.24852942045205817 -0.48009906244503942 -0.026700914823091948 23.768042354583741 -4.2373888908026052 -6.0383833694458007 0.10036075946523325
leaf_weight=624618 128 6102 49 930 103 343 35 27 51 44 28 30 158 20 387 62 41 24 34 206 565 463 779 319 211 39 20 233 80 41884
leaf_count=624618 128 6102 49 930 103 343 35 27 51 44 28 30 158 20 387 62 41 24 34 206 565 463 779 319 211 39 20 233 80 41884
internal_value=0 0.0981086 -0.565347 0.434404 2.3084 3.6024 -0.193785 1.17645 2.59828 11.5294 19.171 -2.97001 -0.918254 0.418675 -0.135357 5.06251 -1.04426 1.50525 6.62009 -1.34453 -0.687549 0.475093 -2.278 2.05384 -0.280014 2.39425 8.03931 -2.33717 -2.00815 0.172975
internal_weight=0 53395 5409 2366 594 491 1772 842 627 123 72 215 185 504 469 82 148 99 58 3043 1786 1221 1257 782 478 187 59 439 291 47986
internal_count=678013 53395 5409 2366 594 491 1772 842 627 123 72 215 185 504 469 82 148 99 58 3043 1786 1221 1257 782 478 187 59 439 291 47986
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2097729 576 2 2 576 2
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=31
num_cat=11
split_feature=11 12 13 6 13 12 12 14 12 12 13 13 13 12 8 14 14 8 1 12 12 12 13 1 12 12 12 9 13 14
split_gain=53154.3 500484 1.30186e+06 1.22809e+06 5.25893e+06 9.3496e+06 2.65152e+07 5.38071e+06 5.8477e+06 7.45533e+06 1.52213e+07 3.61252e+06 1.87034e+06 1.20758e+06 1.68315e+07 2.88603e+08 5.52952e+06 4.49726e+07 1.31913e+07 1.03773e+08 4.42987e+08 8.51978e+06 3.18257e+06 6.25111e+06 1.62995e+07 1.72955e+08 2.94302e+06 2.92437e+06 3.07642e+06 4.05119e+06
threshold=3.5000000000000004 13.500000000000002 0 1.0000000180025095e-35 1 16.500000000000004 17.500000000000004 2 15.500000000000002 14.500000000000002 3 4 5 14.500000000000002 1.0000000180025095e-35 6 7 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 17.500000000000004 16.500000000000004 8 1.0000000180025095e-35 17.500000000000004 18.500000000000004 20.500000000000004 1.0000000180025095e-35 9 10
decision_type=2 2 9 2 9 2 2 1 2 2 9 9 9 2 2 1 1 2 2 2 2 2 9 2 2 2 2 2 9 1
left_child=-1 -2 3 13 5 -5 -7 12 9 11 -11 -9 -6 14 27 -16 18 22 -15 20 21 -20 -18 -24 -25 -26 -21 -3 29 -29
right_child=1 2 -4 4 7 6 -8 8 -10 10 -12 -13 -14 16 15 -17 17 -19 19 26 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.015294334118206446 -0.014605064835685154 -0.99678864224082919 -0.71396482999235578 4.6318619037496633 -4.9633361081986846 108.88460405137803 -2.7594397911658657 -8.3811130577409774 -0.96156414710150839 52.69667362221017 3.010822794453198 12.859947125031987 0.94096310405770045 0.55085669962875616 -31.182935560317265 318.70771702404681 8.5645005593606083 -118.93961493548225 4.7228378873882875 -125.39847523082388 483.5952599265359 -61.107651860373359 -1.3541302444309486 3.8563648130548631 -314.21042030334479 7.1450711764178223 -74.238802403989041 37.592024863256164 -1.0872256686610562 -5.0805960416793825
leaf_weight=522892 136685 2008 5708 232 836 36 52 132 450 111 141 177 1463 4818 126 29 208 34 66 22 22 28 1220 152 20 103 23 73 114 32
leaf_count=522892 136685 2008 5708 232 836 36 52 132 450 111 141 177 1463 4818 126 29 208 34 66 22 22 28 1220 152 20 103 23 73 114 32
internal_value=0 0.0513629 0.540451 1.1027 2.65866 14.6998 42.9131 1.44578 7.53009 14.3416 27.1069 3.93104 -1.22355 0.483104 2.41761 34.2805 -0.203018 -5.06104 1.49178 29.6493 79.6534 -14.8862 -2.78748 -4.39478 -18.044 -45.1079 -99.2502 0.199942 11.1727 22.449
internal_weight=0 155121 18436 12728 3630 320 88 3310 1011 561 252 309 2299 9098 2382 155 6716 1737 4979 161 116 94 1703 1495 275 123 45 2227 219 105
internal_count=678013 155121 18436 12728 3630 320 88 3310 1011 561 252 309 2299 9098 2382 155 6716 1737 4979 161 116 94 1703 1495 275 123 45 2227 219 105
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1980564 2048 2 131072 131072 131200 2 2 132 135184 2
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=31
num_cat=5
split_feature=11 13 12 8 12 12 11 3 14 0 2 11 6 2 11 0 12 11 14 12 3 3 12 12 12 12 14 0 13 12
split_gain=56344.1 520711 928274 4.92578e+06 1.74942e+07 3.39326e+06 7.29462e+06 8.83145e+06 1.08799e+07 1.80046e+07 5.76732e+06 7.47366e+06 1.20441e+06 944723 3.05433e+06 863326 1.2801e+06 867084 1.50174e+06 804213 743393 670818 7.56953e+06 497643 478056 1.27888e+06 579511 476294 3.92526e+06 2.71969e+06
threshold=2.5000000000000004 0 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 2 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 9.5000000000000018 18.500000000000004 17.500000000000004 3 1.0000000180025095e-35 4 13.500000000000002
decision_type=2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 9 2
left_child=27 2 3 5 -5 10 12 8 9 -8 15 -12 20 21 19 16 -2 18 -17 -15 -7 24 23 -23 25 -4 -26 -1 -29 -30
right_child=1 -3 13 4 -6 6 7 -9 -10 -11 11 -13 -14 14 -16 17 -18 -19 -20 -21 -22 22 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.040609802245748755 -0.076190684412064641 -0.014108951539602963 -1.1609873934850909 87.762277280367343 -33.400456307151103 -13.400840475392897 112.87506205584553 -3.5492821306795692 5.8108494440714518 0.20650993015455163 1.5446456245754077 -80.9677969796317 11.316721010208131 -15.260372302843178 -43.614937877136725 2.9247780102949879 -6.3232956590466287 -1.7276175585660067 31.326138345126449 8.6780940903557688 -1.379250130057335 -2.5588129510106268 -48.103361370688994 9.4581925843891348 14.285020812722141 -18.169337074624167 -2.7852602623604441 -0.20431067064490557 1.7075568754408943 -0.6052594792189776
leaf_weight=275336 1137 301259 2513 26 22 86 37 74 48 23 23 21 48 23 23 52 461 77 29 36 128 370 38 38 43 45 37 66819 22579 6562
leaf_count=275336 1137 301259 2513 26 22 86 37 74 48 23 23 21 48 23 23 52 461 77 29 36 128 370 38 38 43 45 37 66819 22579 6562
internal_value=0 -0.0316641 -0.99878 0.532134 32.2294 -0.145881 7.68376 23.0626 41.2967 69.6855 -2.07719 -37.8363 -2.99929 -2.11023 -12.7039 -1.18118 -1.87839 5.87038 13.0932 -0.65385 -6.21036 -1.82855 -5.41542 -1.43958 -1.22213 -1.4602 6.39002 0.026254 0.218105 1.18635
internal_weight=0 306717 5458 2292 48 2244 444 182 108 60 1800 44 262 3166 82 1756 1598 158 81 59 214 3084 446 408 2638 2558 80 371296 95960 29141
internal_count=678013 306717 5458 2292 48 2244 444 182 108 60 1800 44 262 3166 82 1756 1598 158 81 59 214 3084 446 408 2638 2558 80 371296 95960 29141
cat_boundaries=0 1 2 3 4 5
cat_threshold=65570 2 2 2 872820
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=31
num_cat=8
split_feature=13 12 6 11 12 13 11 14 12 12 14 13 11 14 12 12 13 12 7 11 11 14 11 8 8 9 2 11 11 11
split_gain=61390.2 535353 2.82111e+06 6.28858e+06 6.9286e+06 8.32899e+06 1.95021e+07 3.56654e+07 5.41095e+07 1.27735e+07 2.03652e+07 3.31885e+06 8.23862e+06 1.89374e+07 1.9682e+07 4.46052e+07 1.43835e+06 1.36024e+06 6.69359e+06 2.32662e+07 2.44203e+07 2.67189e+07 1.59411e+07 1.04764e+08 2.58782e+07 1.08543e+07 4.83501e+06 5.55207e+06 4.81078e+06 2.32819e+06
threshold=0 13.500000000000002 1.0000000180025095e-35 2.5000000000000004 15.500000000000002 1 3.5000000000000004 2 14.500000000000002 14.500000000000002 3 4 3.5000000000000004 5 17.500000000000004 16.500000000000004 6 14.500000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 7 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 3.5000000000000004
decision_type=9 2 2 2 2 9 2 1 2 2 1 9 2 1 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=1 -1 16 -4 5 6 7 8 -5 -8 -11 12 -6 14 15 -14 17 18 22 20 -20 -22 24 25 26 -24 -3 -28 -26 -19
right_child=-2 2 3 4 11 -7 9 -9 -10 10 -12 -13 13 -15 -16 -17 -18 29 19 -21 21 -23 23 -25 28 -27 27 -29 -30 -31
leaf_value=-0.13333252722353414 0.016347479821215104 -2.7649469526093684 -1.1163113288398141 87.55978275767545 -3.6626887009522626 1.2578317151486296 -10.054480120003399 -8.874554982185364 5.9801326530210437 -2.40264137621676 52.175867290324994 -2.4620517355727216 18.496437290736608 -14.317169771038118 -2.2540869682065905 214.02910705566407 -1.3589818608338762 1.052084549003045 -18.358049750328064 -4.010754414296521 123.57527943737102 -12.074044799804689 -3.5817137872019127 139.50915369669596 -34.870376567081976 44.732502118278951 58.299048069545201 -10.685871963500977 -79.233048308979392 -3.0345473724266938
leaf_weight=131013 524199 1296 3131 171 214 814 339 160 155 178 111 1191 28 61 31 20 7291 4509 32 193 53 20 527 60 55 51 28 20 44 2018
leaf_count=131013 524199 1296 3131 171 214 814 339 160 155 178 111 1191 28 61 31 20 7291 4509 32 193 53 20 527 60 55 51 28 20 44 2018
internal_value=0 -0.0554999 0.391697 2.13369 5.06365 9.06201 14.622 29.7937 48.7719 3.11367 18.56 0.0741222 8.43803 27.5376 59.8558 99.9684 -0.318566 0.534109 2.58175 16.5989 54.4814 86.4111 0.574485 13.7372 -5.24521 0.681305 -1.61065 29.5553 -54.5871 -0.211409
internal_weight=0 153814 22801 6604 3473 1928 1114 486 326 628 289 1545 354 140 79 48 16197 8906 2379 298 105 73 2081 638 1443 578 1344 48 99 6527
internal_count=678013 153814 22801 6604 3473 1928 1114 486 326 628 289 1545 354 140 79 48 16197 8906 2379 298 105 73 2081 638 1443 578 1344 48 99 6527
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=133250 131072 2 2 2048 2 131074 2
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=31
num_cat=6
split_feature=13 12 12 6 11 11 14 12 12 14 11 12 14 12 11 6 14 11 10 12 11 11 12 11 8 8 7 14 11 9
split_gain=61252.9 2.12063e+06 5.44221e+06 4.69344e+06 9.23901e+06 1.5726e+07 2.9102e+07 4.38287e+07 1.02362e+07 1.66087e+07 2.25946e+06 2.94945e+06 3.60645e+06 1.85716e+06 1.00791e+07 3.85312e+07 5.01805e+07 9.63905e+07 1.39791e+06 6.24225e+06 1.12445e+07 2.6268e+07 1.85101e+06 5.56273e+06 8.7324e+07 2.49758e+07 1.50873e+07 1.11658e+07 1.59276e+07 9.26633e+06
threshold=0 13.500000000000002 15.500000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1 14.500000000000002 14.500000000000002 2 1.5000000000000002 14.500000000000002 3 12.500000000000002 1.5000000000000002 1.0000000180025095e-35 4 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 2.5000000000000004 3.5000000000000004 14.500000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5 2.5000000000000004 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 1 2 2 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=1 13 3 18 10 6 7 -6 -7 -10 11 -5 -13 -1 15 -15 17 -17 22 -20 -21 -22 23 25 29 26 -3 28 -28 -25
right_child=-2 2 -4 4 5 8 -8 -9 9 -11 -12 12 -14 14 -16 16 -18 -19 19 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.16324928034270597 0.011630532403676822 -1.13737050902243 -1.0155558398730946 -3.4516075573610459 78.803786892361117 -9.0490316385364817 -7.9620342560756363 5.3821194261120215 -2.1216527855003275 46.95828079532933 -4.7070352691606461 25.785330870344833 -3.7330900459578547 3.0157729672488349 -0.34929301991367973 0.23852141775735994 -1.1054638698183259 -214.06566843432051 -3.6899902254806278 -5.4953153791881748 124.82840797161235 -2.2833482072160054 -1.3765581765427624 -4.1793231432035798 125.5582172203064 -49.128409168936997 78.325237939017157 -5.0811452611287438 3.5347229480743412 40.259255323223044
leaf_weight=71335 590235 1211 6112 178 171 339 162 155 182 111 521 111 66 372 3322 41 87 43 193 63 29 37 1962 587 60 99 70 60 48 51
leaf_count=71335 590235 1211 6112 178 171 339 162 155 182 111 521 111 66 372 3322 41 87 43 193 63 29 37 1962 587 60 99 70 60 48 51
internal_value=0 -0.0778966 1.12392 3.14627 7.17809 13.195 26.68 43.8947 2.78261 16.4718 -0.514799 5.63775 14.7785 -0.278924 -2.41389 -15.0448 -54.3346 -109.465 1.34593 7.69307 24.7235 53.5688 0.853216 2.85451 10.2198 -0.600473 2.85832 30.0425 47.902 -0.627023
internal_weight=0 87778 12578 6466 1996 1120 488 326 632 293 876 355 177 75200 3865 543 171 84 4470 322 129 66 4148 2186 698 1488 1389 178 118 638
internal_count=678013 87778 12578 6466 1996 1120 488 326 632 293 876 355 177 75200 3865 543 171 84 4470 322 129 66 4148 2186 698 1488 1389 178 118 638
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=131074 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=31
num_cat=5
split_feature=11 13 12 8 12 2 11 9 2 11 1 12 0 14 12 3 12 14 11 13 13 2 12 12 6 8 12 12 12 12
split_gain=65900.7 411077 753300 3.98895e+06 1.41689e+07 4.12733e+06 9.78845e+06 1.05144e+06 766385 2.47401e+06 660092 651412 569311 645674 1.61477e+06 541490 6.11628e+06 521001 1.32145e+06 5.52363e+06 2.88051e+06 5.151e+06 5.22815e+06 2.12034e+07 2.81933e+06 2.34133e+06 9.9004e+06 1.96716e+07 4.39836e+06 2.8117e+07
threshold=2.5000000000000004 0 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1 1.5000000000000002 1.0000000180025095e-35 10.500000000000002 2 3.5000000000000004 3 4 1.0000000180025095e-35 7.5000000000000009 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 13.500000000000002 14.500000000000002
decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 9 9 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 10 15 11 12 -10 -2 -14 -15 -4 -17 18 19 -3 21 24 23 -23 25 -20 27 -27 -28 -30
right_child=1 17 8 4 -6 6 -8 -9 9 -11 -12 -13 13 14 -16 16 -18 -19 20 -21 -22 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.028370944235035417 -0.84912688955468052 0.56985291962987283 -1.0962434866037036 78.987000392033508 -30.054356861114503 -13.306203545464411 74.46550000508627 -16.26170564917631 -13.737132652946142 -39.256242801832116 -16.623408340454102 7.8074871910942933 0.62386776946092914 -4.9861399217085411 24.137055189344622 -1.2898303363837449 -43.235707724721806 0.13268328429832629 0.2358873418141795 -1.1235347283890673 0.47591063080818552 -6.1828466348398745 -3.2351651416634617 -86.396725391206303 -2.677213095971652 -0.90051896521385688 2.4188003604616726 -76.634313209851584 -71.238854086203659 8.4839976598016964
leaf_weight=371296 1895 32585 2638 26 22 27 24 43 23 23 25 36 152 33 45 408 38 129597 19136 47090 66052 153 371 42 5030 94 833 54 61 161
leaf_count=371296 1895 32585 2638 26 22 27 24 43 23 23 25 36 152 33 45 408 38 129597 19136 47090 66052 153 371 42 5030 94 833 54 61 161
internal_value=0 -0.0342667 -0.89356 0.485554 29.0097 -0.124589 27.9981 -0.778605 -1.89478 -11.4363 -0.468943 -0.591263 -0.278891 4.41936 11.8157 -1.64108 -4.86369 -0.0186683 -0.132933 -0.431053 0.125285 -0.767586 -10.203 -23.4597 -0.557378 -0.0331259 -4.31229 -28.5331 -0.914489 -13.4218
internal_weight=0 306717 5458 2292 48 2244 51 2193 3166 82 2150 59 2125 230 78 3084 446 301259 171662 79675 91987 25935 566 195 25369 20339 1203 148 1055 222
internal_count=678013 306717 5458 2292 48 2244 51 2193 3166 82 2150 59 2125 230 78 3084 446 301259 171662 79675 91987 25935 566 195 25369 20339 1203 148 1055 222
cat_boundaries=0 1 2 3 4 5
cat_threshold=65570 2 2 2793856 712968
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=31
num_cat=1
split_feature=11 14 12 12 12 12 8 3 12 6 6 12 12 12 12 7 12 2 10 0 12 10 12 12 12 12 1 12 12 12
split_gain=66782.5 373741 2.35423e+06 1.85001e+06 972719 923874 706194 666617 795566 596367 482037 399853 579584 353186 897170 2.56014e+06 811475 816387 865401 1.586e+06 3.76882e+06 263690 2.84023e+06 5.80948e+06 272392 238760 602720 344825 243995 234338
threshold=4.5000000000000009 0 17.500000000000004 18.500000000000004 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 16.500000000000004 14.500000000000002 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 12.500000000000002 10.500000000000002 9.5000000000000018 15.500000000000002 1.0000000180025095e-35 14.500000000000002 12.500000000000002 3.5000000000000004
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 4 -4 5 10 25 29 -9 13 -3 -10 -13 14 21 -16 17 18 19 20 -15 -2 23 24 -23 27 -27 28 -6 -7
right_child=1 2 3 -5 6 7 -8 8 11 -11 -12 12 -14 16 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0052076252272324338 -0.37471778139374656 -0.89173763350063584 45.049203273228244 3.5537927367470483 -3.2940153133728929 2.2838050011665589 10.577303323513124 7.182459653802141 0.45227128204281186 -2.3013998109079643 6.0081735165319721 12.598828973904462 -2.1123463475426965 -2.4623306050020108 1.2690956917361937 25.861494232177733 1.3652578787370162 9.1518925874129575 7.6451716286795479 -2.6264199002583823 -51.091024811267857 -0.2730094348683077 -31.225937420388927 49.446099062319156 11.357102411443538 9.5246834531743474 -9.2227968851725262 -11.051585484450719 2.1010325431823733 -0.68990913372886209
leaf_weight=660059 10102 1884 21 22 850 496 41 493 473 1582 107 71 43 34 276 50 176 23 21 60 30 238 23 27 22 47 27 53 93 569
leaf_count=660059 10102 1884 21 22 850 496 41 493 473 1582 107 71 43 34 276 50 176 23 21 60 30 238 23 27 22 47 27 53 93 569
internal_value=0 -0.190262 0.51567 23.819 0.324695 1.03037 -2.30237 2.47029 4.22089 -0.485143 -0.520924 1.73358 7.04988 -0.225865 -0.124821 5.04094 -3.37996 -8.35115 -11.1275 -14.3067 -25.257 -0.286561 2.58622 5.2959 0.711077 -2.79589 2.68439 -3.20306 -2.76195 0.695032
internal_weight=0 17954 5290 43 5247 4136 1111 2145 1080 12664 1991 587 114 11082 10738 326 344 168 145 124 64 10412 310 287 260 1070 74 996 943 1065
internal_count=678013 17954 5290 43 5247 4136 1111 2145 1080 12664 1991 587 114 11082 10738 326 344 168 145 124 64 10412 310 287 260 1070 74 996 943 1065
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=31
num_cat=9
split_feature=12 13 1 12 14 11 8 14 11 13 11 1 14 1 14 12 14 12 13 11 14 12 6 11 0 12 9 11 2 12
split_gain=60803.5 599823 2.22876e+06 6.57461e+06 1.81431e+06 1.88823e+06 409149 1.24776e+06 2.63468e+06 437244 2.33218e+06 1.3745e+07 6.49698e+07 1.83313e+06 8.84882e+06 597713 402949 681178 393503 504503 338586 750275 708956 814075 531486 309963 259831 228001 241374 187990
threshold=18.500000000000004 0 1.0000000180025095e-35 19.500000000000004 1 2.5000000000000004 1.0000000180025095e-35 2 2.5000000000000004 3 3.5000000000000004 1.0000000180025095e-35 4 1.0000000180025095e-35 5 22.500000000000004 6 21.500000000000004 7 1.0000000180025095e-35 8 19.500000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 16.500000000000004
decision_type=2 9 2 2 1 2 2 1 2 9 2 2 1 2 1 2 1 2 9 2 1 2 2 2 2 2 2 2 2 2
left_child=29 2 18 4 -4 -6 9 -8 -9 10 13 26 -13 27 -15 -14 17 -5 19 25 21 22 24 -24 -20 -2 -12 28 -3 -1
right_child=1 6 3 16 5 -7 7 8 -10 -11 11 12 15 14 -16 -17 -18 -19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0044705702035596744 -2.9300054097997732 0.63617636416123002 14.828247603054704 18.930181555912412 66.421172142028809 27.152144592285158 -0.013645391206213293 -5.5116887714551845 41.851730887095137 0.06435655659839698 -1.7551660170959886 -181.33426616986594 34.86091752485796 63.069903179451273 -3.3515269316159761 11.550493899258701 -1.1499562422434488 -4.7184887477329802 -0.95230841575524749 0.030991225530731383 -1.3721155779702325 0.91043924673902044 4.2461408805847176 31.313974058151246 10.060772310495377 -14.643914492146388 7.2891911787145283 -2.0503592464320191 10.188902129445758 -0.31194347303482228
leaf_weight=641559 58 478 29 29 24 25 149 23 24 12636 483 24 22 27 78 22 180 21 78 1444 196 426 20 25 100 37 34 391 28 19343
leaf_count=641559 58 478 29 29 24 25 149 23 24 12636 483 24 22 27 78 22 180 21 78 1444 196 426 20 25 100 37 34 391 28 19343
internal_value=0 0.186141 1.5534 9.56437 34.653 46.386 -0.0701526 4.46755 18.6739 -0.132734 -1.69175 -6.71946 -48.9849 1.22671 13.7283 23.2057 1.05606 8.99774 0.524945 -0.430609 2.24384 3.37044 8.06982 19.2838 5.23482 -7.49226 -1.16037 -0.236688 1.16479 -0.0047901
internal_weight=0 17111 2692 308 78 49 14419 196 47 14223 1587 585 68 1002 105 44 230 50 2384 1539 845 649 223 45 178 95 517 897 506 660902
internal_count=678013 17111 2692 308 78 49 14419 196 47 14223 1587 585 68 1002 105 44 230 50 2384 1539 845 649 223 45 178 95 517 897 506 660902
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=70561 2 2 1048584 2 2 2 4097 2
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=31
num_cat=10
split_feature=12 12 13 0 14 13 11 13 12 6 11 11 12 13 9 13 14 13 12 6 11 13 11 12 12 1 12 6 11 14
split_gain=64854.1 218016 614885 1.11588e+06 1.12399e+06 366301 327314 288818 503362 698382 1.19732e+06 292161 362034 726025 408039 358526 272762 339132 674569 4.48496e+06 9.87649e+06 800916 932515 1.46602e+06 1.46283e+06 671555 526500 1.60794e+06 271418 1.03516e+06
threshold=19.500000000000004 20.500000000000004 0 1.0000000180025095e-35 1 2 1.5000000000000002 3 21.500000000000004 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 22.500000000000004 4 1.0000000180025095e-35 5 6 7 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8 2.5000000000000004 28.500000000000004 25.500000000000004 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 3.5000000000000004 9
decision_type=2 2 9 2 1 9 2 9 2 2 2 2 2 9 2 9 1 9 2 2 2 9 2 2 2 2 2 2 2 1
left_child=-1 2 3 4 6 -4 -2 8 9 28 -11 16 13 -13 -15 -14 -9 18 19 -18 -21 -20 -23 24 25 -24 27 -19 -3 -30
right_child=1 7 5 -5 -6 -7 -8 11 -10 10 -12 12 15 14 -16 -17 17 26 21 20 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0040703222705276909 33.111303856259305 -0.65259464813776669 -0.64471856730192323 -2.3077322659427173 1.2935599040985108 1.5133867868667403 17.319473446437293 -0.47529160522005998 -0.24799245417460627 -29.746737929752896 -2.4942584439327842 -0.36585494082120928 3.6028711215736942 9.951435285081736 -4.7577602204822353 -1.720015121767154 -1.2302084541087057 -1.2876517590056076 -1.6886772433068693 65.349942355685769 -2.0235965996438807 1.4335671551599853 21.981131858825684 -8.0365048070748646 39.859587326049805 -3.9332407379150389 0.69127397419798464 -30.288179071744281 -19.463823582785473 7.1787260131835939
leaf_weight=666326 21 191 1371 73 40 1825 35 4388 870 28 38 201 184 185 21 354 255 94 646 36 55 301 20 24 25 20 302 24 35 25
leaf_count=666326 21 191 1371 73 40 1825 35 4388 870 28 38 201 184 185 21 354 255 94 646 36 55 301 20 24 25 20 302 24 35 25
internal_value=0 0.233555 0.91278 6.61898 14.0965 0.588493 23.2414 -0.0410895 -1.47858 -4.90253 -14.0559 0.199847 1.83786 4.08822 8.06066 0.135449 -0.0498983 0.985965 1.73556 5.57109 24.6297 0.471335 3.99019 13.0851 20.8838 9.02395 -1.48649 -7.18606 -2.49566 -8.36276
internal_weight=0 11687 3365 169 96 3196 56 8322 1187 317 66 7135 945 407 206 538 6190 1802 1382 346 91 1036 390 89 65 40 420 118 251 60
internal_count=678013 11687 3365 169 96 3196 56 8322 1187 317 66 7135 945 407 206 538 6190 1802 1382 346 91 1036 390 89 65 40 420 118 251 60
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=8192 2 678337 1056772 4113 53249 2 657681 17 2
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=31
num_cat=8
split_feature=13 3 14 12 12 11 13 13 12 12 13 12 12 11 12 12 11 12 11 13 11 12 12 13 12 12 13 12 12 11
split_gain=58743 444380 1.3037e+06 3.96906e+06 3.68793e+07 1.2194e+08 2.76111e+06 2.33834e+06 2.65356e+06 2.1723e+06 4.27894e+06 7.18123e+06 2.80279e+06 1.90433e+06 8.71059e+06 1.51369e+07 2.33178e+07 2.62035e+06 4.77649e+06 3.67502e+06 1.45015e+06 1.99135e+06 6.55797e+06 1.42356e+06 1.14641e+06 1.14497e+06 4.15652e+06 3.68905e+07 1.17932e+06 1.80355e+06
threshold=0 1.0000000180025095e-35 1 10.500000000000002 11.500000000000002 1.5000000000000002 2 3 1.5000000000000002 18.500000000000004 4 12.500000000000002 12.500000000000002 2.5000000000000004 2.5000000000000004 3.5000000000000004 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 5 3.5000000000000004 7.5000000000000009 8.5000000000000018 6 3.5000000000000004 10.500000000000002 7 12.500000000000002 11.500000000000002 2.5000000000000004
decision_type=9 2 1 2 2 2 9 9 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 9 2 2 2
left_child=-1 -2 6 7 5 -5 24 -4 -9 10 11 -6 -12 17 -15 16 -16 18 19 -10 -17 -22 -23 -19 -3 -8 27 -27 29 -28
right_child=1 2 3 4 9 -7 25 8 13 -11 12 -13 -14 14 15 20 -18 23 -20 -21 21 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.019184797270725164 -0.063424795177420557 1.4557499124427986 -0.29030463710782356 -74.470064728348348 -69.763460985819492 212.08631554805871 -0.72171933457350979 0.22356765384079327 22.207465648245304 31.677671423825355 23.605938982607714 -6.4526516235632005 1.3210131621227585 -1.8121560828439123 36.292430319644438 -2.0737816167760781 -0.68871551933935138 -1.3088547674296342 1.8038864148083051 1.9341763836598536 2.6492007483898754 52.794341098561006 -7.6589152285927229 5.102999485157155 -0.46203644381339126 -133.7340836207072 24.21427139016085 3.6866018235115776 -3.1788238295654843 -1.7366403284207195
leaf_weight=475505 131755 10643 16399 27 21 33 21820 8691 225 22 67 122 358 1160 404 540 295 2381 1391 161 355 34 38 395 4408 24 43 105 520 71
leaf_count=475505 131755 10643 16399 27 21 33 21820 8691 225 22 67 122 358 1160 404 540 295 2381 1391 161 355 34 38 395 4408 24 43 105 520 71
internal_value=0 0.0451268 0.247276 0.704857 8.44205 83.1359 -0.155408 0.549965 1.40674 0.846056 -0.348126 -14.7206 4.72304 2.8022 4.84128 9.47393 20.6852 1.53656 4.53501 14.3769 1.3698 5.72467 20.8885 -0.382838 0.893492 -0.854491 -4.66265 -20.3059 -1.14142 8.05186
internal_weight=0 202508 70753 33119 650 60 37634 32469 16070 590 568 143 425 7379 2826 1666 699 4553 1777 386 967 427 72 2776 15051 22583 763 129 634 114
internal_count=678013 202508 70753 33119 650 60 37634 32469 16070 590 568 143 425 7379 2826 1666 699 4553 1777 386 967 427 72 2776 15051 22583 763 129 634 114
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=178579 2 2637828 2637924 16424 1114112 1114120 262240
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=31
num_cat=10
split_feature=12 2 13 11 12 12 12 13 11 14 13 11 13 13 12 11 8 12 12 12 6 14 14 0 12 11 14 14 12 9
split_gain=74086.8 386727 1.09609e+06 8.68845e+06 1.08758e+07 879548 737327 665835 903728 1.69255e+06 355852 347943 2.98147e+06 2.28013e+06 2.18124e+06 1.80545e+06 4.31804e+06 1.54871e+07 4.04473e+07 3.05644e+06 7.60395e+06 1.21873e+07 2.10263e+06 1.50092e+06 4.95083e+06 2.79451e+06 6.72022e+06 2.77221e+06 1.79583e+06 3.54933e+06
threshold=3.5000000000000004 1.0000000180025095e-35 0 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1 3.5000000000000004 2 3 1.5000000000000002 4 5 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6 7 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 8 9 2.5000000000000004 1.0000000180025095e-35
decision_type=2 2 9 2 2 2 2 9 2 1 9 2 9 9 2 2 2 2 2 2 2 1 1 2 2 2 1 1 2 2
left_child=1 11 3 6 -5 10 -3 8 -7 -10 -4 12 14 15 -1 -13 19 22 -19 20 -17 -22 -18 28 -25 26 -26 -27 -16 -30
right_child=-2 2 5 4 -6 7 -8 -9 9 -11 -12 13 -14 -15 23 16 17 18 -20 -21 21 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=-0.8948425499940692 0.024405808782694181 0.15336274240225081 0.26669558888813211 -17.773316119966051 72.328448073928413 -5.0194890101021592 -11.544589390387904 -2.8740614338059611 -37.934893377896017 -5.6690598771378804 -2.1399418597561595 -1.4446584659751893 -0.40719134102657206 0.035023520012504208 1.9173552500178694 1.7996028845650809 -43.327376722467363 108.93271772135859 -24.413451928032771 -1.3280586352262573 -2.7849464902690815 66.692539016723629 -2.8399425112682843 0.72597102156875781 -0.18798063033802598 12.064243553658208 16.794389664983175 -3.7260925627488355 -1.4493873465955094 11.254710417323643
leaf_weight=4223 439605 315 1358 21 37 109 65 541 29 37 1113 18306 32040 160542 8344 560 29 46 45 2391 51 50 23 2728 359 169 664 325 3654 234
leaf_count=4223 439605 315 1358 21 37 109 65 541 29 37 1113 18306 32040 160542 8344 560 29 46 45 2391 51 50 23 2728 359 169 664 325 3654 234
internal_value=0 -0.0448247 -1.06982 3.57327 39.7054 -1.71377 -1.8476 -4.80531 -10.0378 -19.8465 -0.824895 -0.0289991 0.197172 -0.0945235 1.13227 -1.06134 1.1316 18.1153 42.9923 0.33584 6.35457 31.6098 -25.4195 1.6525 3.27263 7.85225 10.8348 1.67586 1.09025 -0.684789
internal_weight=0 238408 3625 438 58 3187 380 716 175 66 2471 234783 52740 182043 20700 21501 3195 143 91 3052 661 101 52 16477 4245 1517 1023 494 12232 3888
internal_count=678013 238408 3625 438 58 3187 380 716 175 66 2471 234783 52740 182043 20700 21501 3195 143 91 3052 661 101 52 16477 4245 1517 1023 494 12232 3888
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=557600 147460 2 1460289 327734 54 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=31
num_cat=8
split_feature=12 11 13 12 6 14 12 12 8 14 12 12 12 0 14 12 12 12 12 12 12 6 12 13 14 13 0 12 12 14
split_gain=60051.7 321786 3.3681e+06 6.42363e+06 1.42698e+07 2.70238e+07 1.2221e+08 4.08383e+08 6.96134e+06 4.43007e+07 8.98746e+07 6.22502e+06 5.38916e+06 5.20717e+06 5.5386e+06 4.92444e+06 1.07e+07 4.71362e+06 4.52736e+06 3.4351e+06 2.67133e+06 5.67379e+06 1.03442e+07 1.38745e+07 6.70025e+06 2.36156e+06 4.17864e+06 5.63446e+06 1.80204e+07 3.79453e+07
threshold=3.5000000000000004 1.0000000180025095e-35 0 8.5000000000000018 1.0000000180025095e-35 1 5.5000000000000009 6.5000000000000009 1.0000000180025095e-35 2 11.500000000000002 10.500000000000002 7.5000000000000009 1.0000000180025095e-35 3 5.5000000000000009 6.5000000000000009 4.5000000000000009 4.5000000000000009 8.5000000000000018 10.500000000000002 1.0000000180025095e-35 9.5000000000000018 4 5 6 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 7
decision_type=2 2 9 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 9 1 9 2 2 2 1
left_child=-1 2 3 4 12 6 17 -8 -5 10 -10 -11 -2 14 -14 18 -17 -6 -7 25 21 -21 -23 24 -24 26 -4 -28 29 -29
right_child=1 -3 19 8 5 15 7 -9 9 11 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.040363744999240142 -1.7256403828603291 0.060601179278832518 -0.22335348183345496 -1.6446919702930018 -19.772684542338055 4.9707244083799171 528.35318023681646 -51.239474462693742 -41.347938368537214 0.52037657008451577 244.49142872420225 -61.976783765157066 -1.061163510216607 -0.94191133620891176 46.761022392479155 -32.254000158870923 16.511235737621337 -84.646338035946812 43.266209180427325 -0.071018134676200259 -0.22680996530650674 -0.74390390901164127 6.3243459796905519 -2.3347891894253818 21.433113955628272 -1.5269758351619651 1.1663638855860785 150.81387486951107 -4.4377429167429607 8.0491507750291102
leaf_weight=238408 866 365142 1918 2315 24 58 20 31 22 34 22 30 36 94 74 68 133 21 66 7045 33514 1758 460 628 811 23975 260 29 99 52
leaf_count=238408 866 365142 1918 2315 24 58 20 31 22 34 22 30 36 94 74 68 133 21 66 7045 33514 1758 460 628 811 23975 260 29 99 52
internal_value=0 0.0219652 -0.167493 2.68409 7.85532 23.4516 70.0679 176.052 -0.486965 24.3291 101.572 -28.7752 1.71885 16.341 31.1101 9.68183 0.013544 -50.0471 25.3538 -0.326031 0.212422 1.5879 4.78372 9.90093 15.8403 -1.23027 1.78534 10.582 24.1823 59.1624
internal_weight=0 439605 74463 3914 1491 421 96 51 2423 108 44 64 1070 204 110 325 201 45 124 70549 44216 10702 3657 1899 1271 26333 2358 440 180 81
internal_count=678013 439605 74463 3914 1491 421 96 51 2423 108 44 64 1070 204 110 325 201 45 124 70549 44216 10702 3657 1899 1271 26333 2358 440 180 81
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=4128 2 2 2 2097176 2 40965 2
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=31
num_cat=5
split_feature=11 13 5 12 12 12 14 12 6 13 11 9 12 12 14 0 12 3 12 12 12 1 11 12 6 13 11 10 0 11
split_gain=65887.6 405115 1.42292e+06 8.82016e+06 3.55666e+07 1.47642e+06 2.91485e+06 5.60882e+06 2.5281e+07 2.43738e+07 1.98214e+07 2.16157e+06 2.20751e+06 1.16441e+07 2.05722e+06 3.64241e+06 2.16963e+06 5.95062e+07 2.08493e+08 2.37032e+06 2.47445e+06 2.54747e+06 1.04536e+07 3.36801e+06 9.7116e+06 1.44811e+07 1.93274e+07 6.56779e+06 2.07213e+06 1.92219e+06
threshold=2.5000000000000004 0 1.0000000180025095e-35 8.5000000000000018 5.5000000000000009 13.500000000000002 1 14.500000000000002 1.0000000180025095e-35 2 1.5000000000000002 1.0000000180025095e-35 16.500000000000004 15.500000000000002 3 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 11.500000000000002 6.5000000000000009 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 4 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 1 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=1 2 5 4 -4 14 7 8 -7 10 -10 -9 13 -13 15 -1 19 -18 -19 20 29 23 -23 24 27 26 -26 -22 -25 -16
right_child=-2 -3 3 -5 -6 6 -8 11 9 -11 -12 12 -14 -15 16 -17 17 18 -20 -21 21 22 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-1.3270282463739136 -0.034260331979052858 -0.011765893797653021 -1.9604953874628266 -5.336243846888344 137.46138054231804 -1.1997942240257575 -1.2569231643597285 0.74901273548093183 0.56922398885091152 -0.85606099562211468 93.808710166529607 -6.1369131640384076 1.91528103754554 84.012185702116597 2.7332152982412339 2.4734714756002436 0.38368973623515357 350.53012924194337 -10.174040391889669 -1.6356858806451582 0.4732751553424735 60.597054923208134 -6.2209487102070797 -2.9754650864793328 -3.6818603820800782 -0.36112087994087033 73.129270244397617 37.55499973297119 6.7741422956486907 -0.17900741622648286
leaf_weight=15737 306717 323536 77 192 24 492 1875 2338 30 100 95 38 71 23 2828 3003 2022 22 59 4572 1068 38 61 949 50 154 95 50 283 11414
leaf_count=15737 306717 323536 77 192 24 492 1875 2338 30 100 95 38 71 23 2828 3003 2022 22 59 4572 1068 38 61 949 50 154 95 50 283 11414
internal_value=0 0.028371 0.300206 7.24763 31.1695 0.257385 1.87158 3.71217 11.4985 39.2655 66.14 1.45192 13.902 27.8537 0.0646938 -0.718015 0.684511 3.75046 87.795 0.385481 0.929376 3.67676 19.4264 3.08816 6.41297 22.4213 43.6335 2.13167 -0.735904 0.399266
internal_weight=0 371296 47760 293 101 47467 5062 3187 717 225 125 2470 132 61 42405 18740 23665 2103 81 21562 16990 2748 99 2649 1417 299 145 1118 1232 14242
internal_count=678013 371296 47760 293 101 47467 5062 3187 717 225 125 2470 132 61 42405 18740 23665 2103 81 21562 16990 2748 99 2649 1417 299 145 1118 1232 14242
cat_boundaries=0 1 2 3 4 5
cat_threshold=1114666 2 1048576 2 1048576
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=31
num_cat=10
split_feature=12 13 12 5 2 11 11 6 13 14 13 14 0 12 13 5 6 14 2 11 13 0 3 13 11 9 0 11 13 11
split_gain=59834.9 582058 2.76743e+06 4.52294e+07 1.15691e+07 3.36743e+07 2.66302e+06 3.83229e+06 7.87261e+06 6.59088e+06 2.57506e+06 4.74871e+06 1.62145e+07 1.28814e+06 2.22883e+06 1.73479e+06 1.77049e+06 1.69897e+06 2.2474e+06 1.78405e+06 1.70178e+06 3.17184e+06 4.56942e+06 1.59926e+06 4.0824e+06 1.5098e+06 1.35026e+06 3.68241e+06 1.63838e+07 1.7293e+07
threshold=7.5000000000000009 0 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1 2 3 4 1.0000000180025095e-35 8.5000000000000018 5 1.0000000180025095e-35 1.0000000180025095e-35 6 1.0000000180025095e-35 3.5000000000000004 7 1.0000000180025095e-35 1.0000000180025095e-35 8 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 9 3.5000000000000004
decision_type=2 9 2 2 2 2 2 2 9 1 9 1 2 2 9 2 2 1 2 2 9 2 2 9 2 2 2 2 9 2
left_child=-1 2 3 4 6 -6 -2 10 9 -9 11 -8 -13 14 25 16 17 18 20 -20 21 22 -16 24 -19 -3 -22 -28 29 -29
right_child=1 13 -4 -5 5 -7 7 8 -10 -11 -12 12 -14 -15 15 -17 -18 23 19 -21 26 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.025620422621418448 -0.45269297876655712 1.0530919995109396 0.023640562870562598 149.29489143008277 -26.204309633043081 93.035101696014408 -1.5704516762181333 7.2629536277369455 1.4275214658769151 60.154214723648572 -1.4524953987476601 108.99969326019287 -3.3003496593899202 -0.0034226014286375499 46.36739148226652 -15.436941729035489 -2.618048256656806 0.71766228530858012 -14.046809208607247 11.728082084655762 -0.64443509420387901 -6.4450930139292844 -9.4493954100392088 -1.415977610180069 -37.477564701504178 -4.213026799276828 -0.45584583482579061 40.689404362363369 -1.8428176959909106 -7.4175407409667971
leaf_weight=389234 2607 7674 26181 21 45 50 76 38 169 62 538 20 36 229918 44 86 6203 74 167 32 3539 46 22 7638 45 586 1811 233 708 110
leaf_count=389234 2607 7674 26181 21 45 50 76 38 169 62 538 20 36 229918 44 86 6203 74 167 32 3539 46 22 7638 45 586 1811 233 708 110
internal_value=0 -0.0344565 0.383662 2.95864 2.11462 36.5533 1.19198 5.75819 15.8404 36.4141 1.71024 13.6748 36.8068 -0.0826573 -0.710485 -1.26297 -1.20462 -0.598668 0.566247 -9.9021 0.8861 12.5886 27.7618 -1.60665 -12.6619 0.678669 0.66064 2.27674 6.98531 24.5459
internal_weight=0 288779 29843 3662 3641 95 3546 939 269 100 670 132 56 258936 29018 20758 20672 14469 6712 199 6513 112 66 7757 119 8260 6401 2862 1051 343
internal_count=678013 288779 29843 3662 3641 95 3546 939 269 100 670 132 56 258936 29018 20758 20672 14469 6712 199 6513 112 66 7757 119 8260 6401 2862 1051 343
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=16552 128 2 8 2 1118209 2 4 4 16
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=31
num_cat=10
split_feature=11 0 13 12 13 13 13 11 12 14 11 12 12 14 12 12 12 14 12 12 12 11 14 13 12 12 12 14 11 12
split_gain=71605.3 360744 3.18885e+06 1.68661e+06 1.6555e+06 1.32939e+06 1.15482e+06 3.31211e+06 3.30843e+06 8.00053e+06 1.42611e+07 2.1342e+06 2.10351e+06 4.68484e+06 3.23602e+06 2.42999e+06 2.95999e+06 2.32993e+06 1.66127e+06 1.5639e+06 5.62352e+06 1.59845e+07 2.73926e+07 1.38492e+06 1.33347e+06 1.12796e+06 6.28474e+06 2.12537e+07 1.2585e+07 4.10941e+06
threshold=2.5000000000000004 1.0000000180025095e-35 0 13.500000000000002 1 2 3 1.5000000000000002 12.500000000000002 4 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 5 4.5000000000000009 7.5000000000000009 6.5000000000000009 6 1.5000000000000002 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 7 8 2.5000000000000004 8.5000000000000018 9.5000000000000018 9 1.5000000000000002 4.5000000000000009
decision_type=2 2 9 2 9 9 9 2 2 1 2 2 2 1 2 2 2 1 2 2 2 2 1 9 2 2 2 1 2 2
left_child=1 4 5 6 -1 25 7 8 19 -10 -11 -9 13 -13 -14 16 -16 -18 23 20 -4 22 -22 -8 -20 29 27 -27 -29 -3
right_child=-2 2 3 -5 -6 -7 18 11 9 10 -12 12 14 -15 15 -17 17 -19 24 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.4783418137164468 -0.035731312466056646 0.89730450245001592 -1.012594030039482 -0.32170213931503161 0.10506198083063696 -0.99176374694949043 5.778608526172019 -0.64734455073466068 -6.7165706682808795 56.645890530672943 -0.36487004897173714 27.416602377855142 -5.6570822671950918 1.6519106746499057 5.6350103422215119 3.6240384767744076 26.490690492328845 9.5666232081821985 -2.4334056363140579 -3.021246094691572 122.51321864128113 -3.9902806863017468 10.828781514848982 0.77354203785670261 0.8421161235263338 -5.9391378595577926 -0.039085320870194923 6.1090375443352594 24.727895044924608 -1.8910342253126087
leaf_weight=63089 306717 10639 1612 7436 212247 16391 1189 732 158 77 102 131 283 153 608 2081 152 175 1370 1576 32 174 70 1049 13393 1073 23139 1125 536 10504
leaf_count=63089 306717 10639 1612 7436 212247 16391 1189 732 158 77 102 131 283 153 608 2081 152 175 1370 1576 32 174 70 1049 13393 1073 23139 1125 536 10504
internal_value=0 0.0295611 0.196526 1.00089 -0.0286296 -0.216554 1.39284 2.37406 0.224584 9.68338 24.1593 4.27299 5.27821 13.5363 4.56729 5.52668 9.76132 17.4335 0.922487 -0.695628 1.24567 14.4352 45.867 3.4619 0.538149 0.053858 0.496646 5.03077 12.1173 -0.487963
internal_weight=0 371296 95960 32553 275336 63407 25117 8116 3801 337 179 4315 3583 284 3299 3016 935 327 17001 3464 1888 276 102 2238 14763 47016 25873 2734 1661 21143
internal_count=678013 371296 95960 32553 275336 63407 25117 8116 3801 337 179 4315 3583 284 3299 3016 935 327 17001 3464 1888 276 102 2238 14763 47016 25873 2734 1661 21143
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=856436 2238465 65840 10241 2 2 2 2 163968 2
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=31
num_cat=11
split_feature=5 13 11 14 12 12 11 13 14 11 13 12 11 13 12 14 11 13 12 11 13 11 12 13 12 12 12 11 14 12
split_gain=58919.3 3.04701e+06 2.23067e+07 1.50947e+06 683003 2.10538e+06 1.71716e+06 991811 656720 591387 350629 315105 275043 914680 1.15579e+06 650820 257281 227839 459746 200993 182410 692530 450878 179230 515465 149846 224485 144467 137885 116424
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 8.5000000000000018 7.5000000000000009 1.5000000000000002 2 3 1.5000000000000002 4 4.5000000000000009 3.5000000000000004 5 1.5000000000000002 6 1.0000000180025095e-35 7 11.500000000000002 2.5000000000000004 8 1.5000000000000002 12.500000000000002 9 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 4.5000000000000009 10 9.5000000000000018
decision_type=2 9 2 1 2 2 2 9 1 2 9 2 2 9 2 1 2 9 2 2 9 2 2 9 2 2 2 2 1 2
left_child=-1 2 -2 -4 5 7 -7 8 -3 10 -9 -10 13 14 -11 -16 -12 18 -6 -20 21 22 -19 24 -14 27 -27 -25 -15 -22
right_child=1 4 3 -5 17 6 -8 9 11 12 16 -13 23 28 15 -17 -18 20 19 -21 29 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0023139144123923328 102.35419646104178 -4.0802007661546984 2.3317082984823929 -25.736718217035133 14.993349194526672 -31.60380090713501 -7.5223266612280888 0.11606707699530948 -11.146999365806579 29.039504329974836 -12.828494611886832 -27.024142929077147 13.303542155604209 -2.7019315644133863 12.378041313434471 -3.7503214142539285 -4.0297970227458899 -3.2135009169578552 5.7618824649501494 -4.592594030028895 3.0345428287730858 -0.70938011275397406 -23.743310485715455 -10.770447006978486 -1.5862261331209573 5.6087295594968296 -3.1932909375331442 -1.2036237080891929 1.5791140885978212 -0.020958502445297282
leaf_weight=673966 24 70 95 24 31 40 114 103 25 26 65 25 31 139 58 44 68 20 37 38 133 333 23 38 93 38 122 27 164 1999
leaf_count=673966 24 70 95 24 31 40 114 103 25 26 65 25 31 139 58 44 68 20 37 38 133 333 23 38 93 38 122 27 164 1999
internal_value=0 -0.380389 13.4662 -3.32915 -0.919716 -2.80492 -13.7773 -1.31747 -9.53764 -0.250245 -4.63883 -19.0856 1.07437 2.76414 9.47782 5.42071 -7.7474 0.00710532 4.34021 0.515614 -0.19257 -2.19324 -14.1946 -1.01242 1.9768 -2.63074 -1.10281 -6.79654 -0.372504 0.16886
internal_weight=0 4047 143 119 3904 1290 154 1136 120 1016 236 50 780 431 128 102 133 2614 106 75 2508 376 43 349 124 225 160 65 303 2132
internal_count=678013 4047 143 119 3904 1290 154 1136 120 1016 236 50 780 431 128 102 133 2614 106 75 2508 376 43 349 124 225 160 65 303 2132
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=32800 2 68032 2 16 17 2 262464 4101 1048576 2
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=31
num_cat=6
split_feature=11 13 12 8 14 2 14 9 2 12 1 0 14 12 7 14 12 11 14 12 3 0 12 10 12 12 12 12 3 12
split_gain=57805.8 314182 602841 3.22763e+06 1.13251e+07 2.90181e+06 7.4019e+06 842260 674938 2.32529e+06 527105 474599 524090 1.31369e+06 489762 497070 435158 428626 1.00432e+06 963904 952728 1.27124e+06 584625 546112 527520 867168 442579 410290 360480 360077
threshold=2.5000000000000004 0 3.5000000000000004 1.0000000180025095e-35 1 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 3 1.5000000000000002 1.0000000180025095e-35 4 1.0000000180025095e-35 3.5000000000000004 5 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 18.500000000000004 16.500000000000004 1.0000000180025095e-35 2.5000000000000004
decision_type=2 9 2 2 1 2 1 2 2 2 2 2 1 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 10 17 -10 11 14 -13 -14 16 -16 -2 18 19 20 21 -4 24 26 -20 -26 27 -21 -27 -17
right_child=1 -3 8 4 -6 6 -8 -9 9 -11 -12 12 13 -15 15 29 -18 -19 22 23 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.026565238890189302 1.3916007085657511 -0.018462481634290987 27.839554236151958 72.698776548862455 -24.532942796790081 58.010315649850035 -18.551784697822903 -14.504422001506008 -31.15296533902486 3.1862914494105752 -14.805375984191896 0.6703456202619954 -4.4012169390013725 21.867016296386723 16.068241918087008 5.0598176439603177 -2.1175576735250101 -2.8339333160380202 -1.0723740316417121 0.27184229606296306 -1.5037234328513922 0.27604152538158278 1.4382034777992905 15.080575012207033 -16.939214591077857 -3.5571841080983484 13.218213203430176 -8.8041899366198848 -16.931578063964846 -9.5580585479736335
leaf_weight=371296 488 301259 44 25 23 28 23 43 33 49 25 152 33 45 32 72 1281 1287 219 827 43 27 198 25 74 240 25 53 22 22
leaf_count=371296 488 301259 44 25 23 28 23 43 33 49 25 152 33 45 32 72 1281 1287 219 827 43 27 198 25 74 240 25 53 22 22
internal_value=0 -0.0320993 -0.783326 0.450426 26.1086 -0.0984116 23.4823 -0.6468 -1.67897 -10.6332 -0.369648 -0.199816 4.08986 10.7535 -0.720463 5.30328 -1.14951 -1.44088 -0.44319 1.56455 10.2433 17.3577 -3.22683 0.500711 -4.89112 -7.38012 0.0979523 -0.274782 -4.68022 1.63861
internal_weight=0 306717 5458 2292 48 2244 51 2193 3166 82 2150 2125 230 78 1895 126 1769 3084 1797 1044 114 71 753 930 555 336 905 880 262 94
internal_count=678013 306717 5458 2292 48 2244 51 2193 3166 82 2150 2125 230 78 1895 126 1769 3084 1797 1044 114 71 753 930 555 336 905 880 262 94
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=65570 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=31
num_cat=10
split_feature=8 13 12 11 12 14 12 12 12 14 11 12 11 11 11 12 11 14 13 14 12 11 14 12 14 13 12 13 11 11
split_gain=61134.6 772826 870136 931995 1.58466e+06 2.26657e+06 3.86245e+06 1.13774e+06 4.69197e+06 1.0083e+07 997332 977118 960112 754170 1.81589e+06 574896 2.59878e+06 5.18626e+07 1.71798e+06 5.81304e+06 1.26291e+06 5.25737e+06 8.93238e+07 8.17699e+07 1.80497e+07 2.39081e+07 5.08247e+07 1.03533e+07 8.17875e+07 1.0336e+07
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1 1.5000000000000002 13.500000000000002 14.500000000000002 2 3.5000000000000004 12.500000000000002 3.5000000000000004 2.5000000000000004 3.5000000000000004 14.500000000000002 3.5000000000000004 3 4 5 11.500000000000002 3.5000000000000004 6 12.500000000000002 7 8 13.500000000000002 9 1.5000000000000002 1.5000000000000002
decision_type=2 9 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 1 9 1 2 2 1 2 1 9 2 9 2 2
left_child=-1 2 13 -4 5 6 -5 11 9 -9 -8 -6 -13 -2 -15 20 18 -18 19 -17 -3 24 -23 -24 27 26 29 28 -22 -26
right_child=1 15 3 4 7 -7 10 8 -10 -11 -12 12 -14 14 -16 16 17 -19 -20 -21 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0059212426408058495 -2.27344634264219 0.01841611678971786 0.11788246035181804 0.093787027086530417 -1.1547595807688091 -1.4964664067653632 -31.473815913776775 -4.7752018495039508 0.65043492513952916 -65.371520795320222 -13.893622207641602 -0.80506933674667813 16.317460641127365 15.675417799108169 -3.3329503659544324 2.4442702129829765 2.7716376866415096 -137.25215313352388 -1.4050776786256403 50.139859245563379 196.96261798095702 -10.487601982674128 -5.0664486838550111 184.6100784301758 -63.909141758325944 -1.414675201033498 -165.81953617219003 3.3276043852429691 -6.1002131223678591 0.97090161271291242
leaf_weight=652834 122 14627 2647 105 2673 302 91 99 309 38 50 66 65 119 87 215 301 29 1003 29 25 355 41 51 37 354 31 1139 96 73
leaf_count=652834 122 14627 2647 105 2673 302 91 99 309 38 50 66 65 119 87 215 301 29 1003 29 25 355 41 51 37 354 31 1139 96 73
internal_value=0 -0.152876 -1.06529 -1.32256 -2.32647 -7.30088 -14.4266 -1.48771 -6.1791 -21.5829 -25.2397 -0.741502 7.69084 3.95746 7.64761 0.183351 -1.64224 -9.53348 0.446055 7.7936 0.354532 2.58721 12.2691 100.08 0.121227 -16.0588 -49.2329 6.47767 33.1179 -20.8524
internal_weight=0 25179 6773 6445 3798 548 246 3250 446 137 141 2804 131 328 206 18406 1577 330 1247 244 16829 2202 447 92 1755 495 141 1260 121 110
internal_count=678013 25179 6773 6445 3798 548 246 3250 446 137 141 2804 131 328 206 18406 1577 330 1247 244 16829 2202 447 92 1755 495 141 1260 121 110
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1867918 2 2 2 131136 2 2 2 135168 4096
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=31
num_cat=13
split_feature=13 12 11 1 14 13 6 9 14 12 3 14 13 14 12 13 12 12 13 3 0 11 13 11 14 14 2 14 3 2
split_gain=55528.6 248529 754742 1.53528e+06 3.83813e+06 999358 4.6073e+06 863477 3.74217e+06 6.56112e+06 672077 1.86454e+06 476356 770639 1.96971e+06 409073 357594 453493 2.04414e+06 7.77447e+06 2.61731e+06 8.91372e+06 1.44058e+07 1.6061e+07 2.06753e+07 1.07123e+06 1.01729e+06 1.1677e+06 850564 800044
threshold=0 16.500000000000004 2.5000000000000004 1.0000000180025095e-35 1 2 1.0000000180025095e-35 1.0000000180025095e-35 3 19.500000000000004 1.0000000180025095e-35 4 5 6 17.500000000000004 7 12.500000000000002 11.500000000000002 8 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 9 3.5000000000000004 10 11 1.0000000180025095e-35 12 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 2 2 2 1 9 2 2 1 2 2 1 9 1 2 9 2 2 9 2 2 2 9 2 1 1 2 1 2 2
left_child=-1 16 7 5 -5 6 -4 10 -9 -10 12 -12 13 -3 -15 -7 17 -2 20 29 26 25 23 24 -23 -22 28 -28 -19 -20
right_child=1 2 3 4 -6 15 -8 8 9 -11 11 -13 -14 14 -16 -17 -18 18 19 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.013462963292941457 0.05099953436669661 1.6535555698610993 -1.8700283787868643 -37.919097980700045 3.563420942094591 -3.1109945878679723 48.014956212043764 0.20061316938328566 75.893770780563358 -3.2446313056078822 -2.0209097315867743 29.441963423452069 0.56491991082126047 34.525620542253769 2.9431435442682528 0.3212949814467595 -0.45714233021031431 -0.0080174313198487484 -0.39151634067454461 -55.930250490628765 -5.6147052442256493 109.31097057887487 -1.3232064077589247 -6.5409406257398208 -3.3002295452615495 4.3388829035636709 23.739209114632956 -1.1291370500837055 10.419802780049604 -13.504871400197349
leaf_weight=554820 100593 247 81 38 54 549 24 133 20 22 48 31 2912 28 67 918 13313 1697 1514 26 201 56 125 33 23 234 41 35 82 48
leaf_count=554820 100593 247 81 38 54 549 24 133 20 22 48 31 2912 28 67 918 13313 1697 1514 26 201 56 125 33 23 234 41 35 82 48
internal_value=0 0.0607523 0.739251 -1.01472 -13.5707 -0.279897 8.70336 1.57124 8.41814 34.4403 1.21174 10.3253 0.990483 4.46686 12.2517 -0.975548 0.0310238 0.0930912 1.12204 -1.68659 2.88229 8.24073 23.844 47.7841 76.5254 -0.260361 0.956661 12.2867 0.472635 -0.794488
internal_weight=0 123193 5172 1664 92 1572 105 3508 175 42 3333 79 3254 342 95 1467 118021 104708 4115 1588 2527 672 237 112 79 435 1855 76 1779 1562
internal_count=678013 123193 5172 1664 92 1572 105 3508 175 42 3333 79 3254 342 95 1467 118021 104708 4115 1588 2527 672 237 112 79 435 1855 76 1779 1562
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1227155 2 4 2 2 576 2 524864 606720 524288 2 2 2
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=31
num_cat=12
split_feature=12 12 13 0 14 13 11 0 11 14 11 14 1 13 12 11 14 1 11 12 13 14 13 0 12 14 13 12 6 11
split_gain=55402.3 173863 503879 905235 910228 307663 266363 241660 571408 243438 240411 315026 387798 230901 404510 576630 1.03833e+06 481773 242707 296379 605931 404802 291770 261244 1.54017e+06 222706 280684 709305 3.57704e+06 7.84334e+06
threshold=19.500000000000004 20.500000000000004 0 1.0000000180025095e-35 1 2 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3 1.5000000000000002 4 1.0000000180025095e-35 5 21.500000000000004 1.0000000180025095e-35 6 1.0000000180025095e-35 3.5000000000000004 22.500000000000004 7 8 9 1.0000000180025095e-35 21.500000000000004 10 11 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 9 2 1 9 2 2 2 1 2 1 2 9 2 2 1 2 2 2 9 1 9 2 2 1 9 2 2 2
left_child=-1 2 3 4 6 7 -2 10 9 -9 -4 -12 -13 14 15 16 -3 -17 25 20 21 23 -21 24 -20 -15 27 28 -27 -30
right_child=1 13 5 -5 -6 -7 -8 8 -10 -11 11 12 -14 18 -16 17 -18 -19 19 22 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0037708207089588736 29.857457333519349 -0.98436531523863469 -1.4057331675628448 -2.0506951319028253 1.2029293060302735 -0.55792330493137232 15.611642761230469 8.0468519002905392 0.71878056299118764 0.73183930495689653 -0.022558701197306318 2.54891206069165 12.925100061167843 -0.4260013039312992 -0.21147831687982058 -1.3380054144248847 -31.83564366579056 -15.90288356781006 -4.0419535781397959 3.2660927450533999 0.99529224646211878 0.70650312250310732 -1.5358095714146947 20.723805583607067 30.600987643287297 -0.75643397206845497 -0.99603717215426346 0.33955399058243468 58.830804104275174 -1.8902099380126367
leaf_weight=666326 21 24 424 73 40 1433 35 211 483 58 375 166 46 4388 870 248 20 25 33 184 287 33 354 33 21 230 545 939 36 52
leaf_count=666326 21 24 424 73 40 1433 35 211 483 58 375 166 46 4388 870 248 20 25 33 184 287 33 354 33 21 230 545 939 36 52
internal_value=0 0.215857 0.822417 5.98788 12.7243 0.528885 20.9538 1.41043 2.77594 6.46964 0.408688 1.71928 4.80035 -0.0294053 -1.31472 -4.38402 -15.0077 -2.67179 0.186006 1.67897 3.71508 9.3572 0.138638 13.714 9.4303 -0.0416179 0.894383 1.70835 5.80389 22.9502
internal_weight=0 11687 3365 169 96 3196 56 1763 752 269 1011 587 212 8322 1187 317 44 273 7135 945 407 120 538 87 54 6190 1802 1257 318 88
internal_count=678013 11687 3365 169 96 3196 56 1763 752 269 1011 587 212 8322 1187 317 44 273 7135 945 407 120 538 87 54 6190 1802 1257 318 88
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=8192 2 1146936 2 2 1056772 2 131200 2 53249 2 133393
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=31
num_cat=1
split_feature=11 14 12 12 12 12 3 12 6 6 12 12 7 1 12 12 10 12 12 4 12 12 0 12 1 6 6 8 12 0
split_gain=54645.4 296452 1.89042e+06 1.51953e+06 833192 648740 555122 721603 490291 390454 333044 1.24234e+06 2.20019e+06 1.21895e+06 220394 375862 215993 2.48412e+06 4.45422e+06 214565 214909 929275 1.84498e+06 574194 840014 325802 300108 221604 355808 624049
threshold=4.5000000000000009 0 17.500000000000004 18.500000000000004 7.5000000000000009 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 10.500000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 4 -4 5 9 19 -8 10 -3 11 14 -13 -12 15 -2 -16 18 -18 20 25 22 26 24 -23 -7 -22 28 29 -25
right_child=1 2 3 -5 -6 6 7 -9 -10 -11 13 12 -14 -15 16 -17 17 -19 -20 -21 21 23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0046973539284864592 0.58744760730854717 -0.79300346430193347 40.579390389578691 2.9724383354187012 -2.4455901300738869 -3.8948961380989324 6.4738096937446521 1.3216616211944681 -2.0815704685462788 5.4169517267530214 -1.6881956651735537 2.4244028163212601 27.29070933948864 -25.838309964266688 0.15307458489887257 -1.0868097156036016 1.2074624456540504 -28.099878095543904 44.504956732855902 -5.3940728791828816 -1.5569019208635604 -4.2749874814727606 22.144607060750328 8.2298632433814713 15.891251997514203 4.2831316861239346 7.2623781047883584 12.899790039062502 -1.6136802818035259 -6.2537250719572377
leaf_weight=660059 1885 1884 21 22 921 186 493 606 1582 107 418 186 44 22 3634 4645 198 23 27 58 105 338 60 137 22 66 61 20 145 38
leaf_count=660059 1885 1884 21 22 921 186 493 606 1582 107 418 186 44 22 3634 4645 198 23 27 58 105 338 60 137 22 66 61 20 145 38
internal_value=0 -0.17212 0.456596 21.3386 0.285464 0.866903 1.9977 3.63286 -0.434746 -0.459269 -0.199656 -0.088186 7.18144 -2.8957 -0.248771 -0.603506 0.347936 3.20328 6.40316 0.543778 0.836135 1.54075 7.11596 -0.259252 -3.04261 -1.75303 1.68392 2.68783 2.04958 5.08486
internal_weight=0 17954 5290 43 5247 4326 2335 1099 12664 1991 11082 10642 230 440 10412 6530 3882 248 225 1236 1178 926 226 700 360 252 166 340 320 175
internal_count=678013 17954 5290 43 5247 4326 2335 1099 12664 1991 11082 10642 230 440 10412 6530 3882 248 225 1236 1178 926 226 700 360 252 166 340 320 175
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=31
num_cat=9
split_feature=12 13 5 12 3 14 12 12 12 12 0 13 12 13 11 12 11 14 13 11 12 14 12 11 12 14 12 14 12 12
split_gain=53645.6 600804 1.33124e+07 1.30463e+07 4.58495e+06 1.84308e+07 9.25509e+07 5.35082e+06 1.32112e+07 542771 455332 1.7899e+06 1.89917e+06 2.07714e+06 3.85952e+06 3.78922e+06 7.33849e+06 3.04032e+06 1.66695e+06 2.60239e+06 1.69994e+06 4.58152e+06 1.54269e+06 3.10912e+06 4.5858e+06 1.86881e+06 1.58705e+06 1.47246e+06 1.88278e+06 7.74691e+06
threshold=7.5000000000000009 0 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 1 10.500000000000002 10.500000000000002 13.500000000000002 9.5000000000000018 1.0000000180025095e-35 2 13.500000000000002 3 1.5000000000000002 12.500000000000002 1.0000000180025095e-35 4 5 3.5000000000000004 12.500000000000002 6 10.500000000000002 2.5000000000000004 11.500000000000002 7 11.500000000000002 8 10.500000000000002 9.5000000000000018
decision_type=2 9 2 2 2 1 2 2 2 2 2 9 2 9 2 2 2 1 9 2 2 1 2 2 2 1 2 1 2 2
left_child=-1 2 4 -4 -2 7 9 -6 -9 -7 -3 -12 13 -13 15 -15 17 -17 19 20 22 -22 -16 25 -25 -24 -27 -21 29 -29
right_child=1 10 3 -5 5 6 -8 8 -10 -11 11 12 -14 14 18 16 -18 -19 -20 27 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.024242090404641141 -0.23107016170473393 -0.13876754204498967 107.87474663983221 1.3638206481933595 7.2227051173939429 -5.3883054841239506 194.69177047729494 -88.894564811388648 2.2950522961768698 -22.807722444887517 -1.7143107842554242 -0.17893199516882768 -0.35138608749325434 -1.064926849912629 3.6884866230959723 3.2858487673765104 -4.2415408409966364 12.784164724747342 0.8145970432898656 -4.0458979192540516 10.371301053031425 0.12600112628181881 -3.9521053444737548 -1.0307767271226453 11.11232580450865 -1.7818198781264458 5.6602269130439344 -4.3238811746649786 -4.5277344235202719 26.593719470593356
leaf_weight=389234 4412 192270 23 23 102 53 30 24 47 27 4957 20549 33574 10367 5603 676 765 672 7846 834 1029 758 1169 620 624 608 542 218 228 129
leaf_count=389234 4412 192270 23 23 102 53 30 24 47 27 4957 20549 33574 10367 5603 676 765 672 7846 834 1029 758 1169 620 624 608 542 218 228 129
internal_value=0 -0.0326429 1.08261 54.6193 0.560383 12.8992 44.9033 -7.45021 -28.5296 -11.2674 -0.0512944 0.131971 0.237566 0.609035 1.1041 -0.27826 3.58136 8.02091 1.95836 2.68146 3.20402 6.02551 2.65395 1.02708 5.0603 -1.13649 1.72565 -1.36169 2.53158 7.16998
internal_weight=0 288779 4741 46 4695 283 110 173 71 80 284038 91768 86811 53237 32688 12480 2113 1348 20208 12362 10953 1787 9166 3563 1244 2319 1150 1409 575 347
internal_count=678013 288779 4741 46 4695 283 110 173 71 80 284038 91768 86811 53237 32688 12480 2113 1348 20208 12362 10953 1787 9166 3563 1244 2319 1150 1409 575 347
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=32 2 98628 413835 2 2629648 2 2 2
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=31
num_cat=8
split_feature=5 13 11 12 11 12 13 12 11 13 14 13 13 11 13 11 12 12 13 12 11 12 11 12 12 11 11 12 12 12
split_gain=63501.6 1.51268e+06 1.51626e+07 710126 677553 470059 2.00885e+06 3.20338e+06 573212 532994 556887 346995 219430 2.31942e+06 201438 4.04833e+06 199062 184845 157944 371546 162934 155473 110973 103311 223508 145602 117645 103136 114013 95853.3
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 8.5000000000000018 1 7.5000000000000009 1.5000000000000002 2 3 4 5 1.0000000180025095e-35 6 3.5000000000000004 4.5000000000000009 1.5000000000000002 7 11.500000000000002 2.5000000000000004 4.5000000000000009 3.5000000000000004 3.5000000000000004 2.5000000000000004 3.5000000000000004 3.5000000000000004 13.500000000000002 10.500000000000002 4.5000000000000009
decision_type=2 9 2 2 2 2 9 2 2 9 1 9 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 9 11 -8 29 -3 13 -7 15 -10 -12 -17 19 -14 -21 -19 27 24 26 -26 -16 28 -5 -11
right_child=1 5 3 22 -6 12 7 -9 14 10 16 -13 18 -15 23 17 -18 21 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0023821436638505967 81.149852661132812 -1.1804656409635776 0.35005040168762208 3.5904103851318361 -23.945889740064743 -30.544047922558253 -0.36278926923609617 -37.951938990000137 45.07272151765369 -1.4538235818186116 -13.757745815360028 -8.8186427147538815 13.503334759127709 -0.25431025016217751 -2.0436830247681717 -8.319869548252651 -27.224019513811385 4.0998120803833009 0.12686456831203555 5.2117560000032999 -4.1109941997026143 -3.6387783112349332 8.7674240875244145 -1.3195930943536602 9.3423205872376762 0.26849647760391238 2.3276158745043745 3.6676874485382669 -4.7995193139366483 -9.6871144954974842
leaf_weight=673966 25 154 22 25 24 27 104 37 21 31 23 101 31 397 145 35 21 50 2004 37 38 54 20 301 48 28 107 65 46 26
leaf_count=673966 25 154 22 25 24 27 104 37 21 31 23 101 31 397 145 35 21 50 2004 37 38 54 20 301 48 28 107 65 46 26
internal_value=0 -0.394924 7.36066 -1.40728 -12.3261 -0.872777 -2.4322 -10.4391 -0.471693 -5.98256 -10.6763 -4.5979 -0.0848164 -2.13284 0.855895 3.90487 -20.1848 -2.0338 0.335248 3.92432 0.488229 0.0816978 1.81238 0.017954 1.24595 5.99933 -0.187616 0.789574 -1.84532 -5.20936
internal_weight=0 4047 227 202 46 3820 1286 242 1044 205 101 255 2534 424 789 160 44 139 2110 106 75 104 156 629 328 76 252 136 71 57
internal_count=678013 4047 227 202 46 3820 1286 242 1044 205 101 255 2534 424 789 160 44 139 2110 106 75 104 156 629 328 76 252 136 71 57
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2080 3837969 24576 2 2134032 36869 1 262464
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=31
num_cat=9
split_feature=12 12 13 0 11 14 13 8 1 11 13 12 6 11 14 11 1 11 12 13 9 13 9 14 11 11 12 0 12 14
split_gain=58384.8 140857 406953 730854 832206 1.45594e+06 258280 219093 211463 1.08982e+06 189318 327270 566079 908855 234096 774174 499602 204233 238674 515763 300427 248810 212911 202308 1.19267e+06 506074 546637 1.58036e+06 369496 178811
threshold=19.500000000000004 20.500000000000004 0 1.0000000180025095e-35 1.0000000180025095e-35 1 2 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 3 21.500000000000004 1.0000000180025095e-35 2.5000000000000004 4 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 22.500000000000004 5 1.0000000180025095e-35 6 1.0000000180025095e-35 7 3.5000000000000004 3.5000000000000004 23.500000000000004 1.0000000180025095e-35 23.500000000000004 8
decision_type=2 2 9 2 2 1 9 2 2 2 9 2 2 2 1 2 2 2 2 9 2 9 2 1 2 2 2 2 2 1
left_child=-1 2 3 4 -2 -6 8 -8 -4 -10 11 12 14 -14 15 -3 -16 29 19 22 -21 -20 -19 25 -25 -13 27 -27 -26 -12
right_child=1 10 6 -5 5 -7 7 -9 9 -11 17 23 13 -15 16 -17 -18 18 21 20 -22 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=-0.0038918001245585756 -4.225944488525391 -0.3433968092004458 -1.342000562583699 -1.8111949267452712 28.207052594965155 -1.2909900665283205 1.1995030769115036 -6.7738199308940343 -4.2442605209350592 23.344636898949034 -0.35739635594202751 0.46432998295662542 -25.835179071766987 -2.0914752307691074 -1.9255216941441575 -17.246269966193609 14.975868463516235 -1.4861809931861032 3.0693588251920092 8.3548092468364814 -4.2666012536911735 -1.3652553527892293 9.1540532611665277 -1.2147985585002978 7.6792988819234509 -33.062124204635623 -2.260644159317017 4.5016535077776227 23.515624317756068 0.82573012392409773
leaf_weight=666326 25 120 850 73 44 27 2245 35 45 21 4388 424 28 38 73 35 23 180 184 185 21 354 21 241 34 24 100 21 26 1802
leaf_count=666326 25 120 850 73 44 27 2245 35 45 21 4388 424 28 38 73 35 23 180 184 185 21 354 21 241 34 24 100 21 26 1802
internal_value=0 0.221571 0.767529 5.40999 11.4646 16.9895 0.503539 1.0724 -0.908699 4.53403 0.000812508 -1.16309 -3.92368 -12.1646 -1.75675 -4.16017 2.12377 0.195798 1.56536 3.39254 6.74093 0.18309 -0.356765 -0.170585 1.92603 -1.27969 -6.37945 -15.5324 14.5417 -0.0129708
internal_weight=0 11687 3365 169 96 71 3196 2280 916 66 8322 1187 317 66 251 155 96 7135 945 407 206 538 201 870 301 569 145 45 60 6190
internal_count=678013 11687 3365 169 96 71 3196 2280 916 66 8322 1187 317 66 251 155 96 7135 945 407 206 538 201 870 301 569 145 45 60 6190
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=8192 2 672193 1056772 2 4113 53249 2 2
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=31
num_cat=14
split_feature=12 12 13 0 13 11 13 11 14 13 13 11 13 6 9 14 11 3 3 8 3 13 14 11 13 11 13 14 14 11
split_gain=55715.7 334697 3.8068e+06 1.92236e+06 8.62676e+06 6.435e+06 2.11378e+07 1.8056e+07 2.1976e+07 3.80177e+06 2.89453e+06 3.08955e+06 5.51469e+06 2.16687e+07 3.58279e+06 6.0954e+06 6.60339e+06 2.36523e+06 2.13813e+06 2.73393e+06 1.6973e+06 1.93559e+06 2.38885e+06 1.65831e+06 4.353e+06 3.64953e+06 1.97008e+06 8.13422e+06 1.32766e+06 1.19833e+06
threshold=3.5000000000000004 4.5000000000000009 0 1.0000000180025095e-35 1 1.5000000000000002 2 1.0000000180025095e-35 3 4 5 1.5000000000000002 6 1.0000000180025095e-35 1.0000000180025095e-35 7 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8 9 3.5000000000000004 10 2.5000000000000004 11 12 13 3.5000000000000004
decision_type=2 2 9 2 9 2 9 2 1 9 9 2 9 2 2 1 2 2 2 2 2 9 1 2 9 2 9 1 1 2
left_child=-1 2 3 10 29 6 7 -6 -9 -7 18 12 13 -12 17 16 -16 -13 19 -2 -14 -22 -23 24 -11 -26 28 -28 -25 -5
right_child=1 -3 -4 4 5 9 -8 8 -10 23 11 14 20 -15 15 -17 -18 -19 -20 -21 21 22 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.038928488980209508 -2.7398781843060593 -0.0078046818212860443 -1.0965357547159627 -0.95358135789640619 -12.29216423034668 -4.7361773187843079 0.19104475590855025 18.576568701959427 127.04222132906 -2.9028405425036969 -0.43249702229219322 3.0260156628063459 -2.2287745668868131 79.77867898827509 32.01422258441368 -1.2879961756656044 5.1051284841037692 -0.74914070512512076 0.99841312477717103 5.175919125661129 -1.3436790143394042 -0.46104361078013545 17.343783348726941 0.50351220057246004 15.91588082589791 1.9716075731127451 29.075940804830413 -2.4660275305018704 11.93768030802409 5.2759739274070379
leaf_weight=238408 5233 396113 13676 3813 26 333 201 31 47 484 170 5862 3822 42 178 285 187 2315 3731 476 433 138 166 233 397 356 205 136 180 336
leaf_count=238408 5233 396113 13676 3813 26 333 201 31 47 484 170 5862 3822 42 178 285 187 2315 3731 476 433 138 166 233 397 356 205 136 180 336
internal_value=0 0.0211081 0.284438 0.917922 2.39858 6.86656 20.5494 54.6251 83.9341 5.10038 0.482698 1.41603 -0.633201 14.7621 2.52525 9.67094 18.2279 1.95723 -0.862324 -2.07988 -1.37846 3.01248 8.96638 6.73552 4.51616 9.20118 10.4659 16.0262 5.35721 -0.448011
internal_weight=0 439605 43492 29816 6778 2629 305 104 78 2324 23038 13598 4771 212 8827 650 365 8177 9440 5709 4559 737 304 1991 1237 753 754 341 413 4149
internal_count=678013 439605 43492 29816 6778 2629 305 104 78 2324 23038 13598 4771 212 8827 650 365 8177 9440 5709 4559 737 304 1991 1237 753 754 341 413 4149
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1977264 272784 1572864 2 524288 1180192 384 2 534528 2 1048576 131104 2 2
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=31
num_cat=11
split_feature=7 13 12 12 13 13 14 12 11 11 11 11 13 11 14 11 13 12 12 11 13 14 11 11 11 12 13 11 11 14
split_gain=60258.4 245318 179165 143796 6.4127e+06 1.01469e+06 3.119e+06 3.00495e+06 4.79509e+06 8.12938e+06 1.51825e+06 1.94902e+06 753619 749822 866853 688226 672339 2.21693e+06 1.62251e+06 9.71961e+06 1.55442e+07 2.20136e+07 2.69347e+07 2.22163e+06 1.34656e+06 1.20484e+06 3.23676e+06 3.23534e+06 6.78825e+06 1.32581e+07
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 1 2 3 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 2.5000000000000004 3.5000000000000004 4 3.5000000000000004 5 2.5000000000000004 6 3.5000000000000004 4.5000000000000009 2.5000000000000004 7 8 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 9 3.5000000000000004 2.5000000000000004 10
decision_type=2 9 2 2 9 9 1 2 2 2 2 2 9 2 1 2 9 2 2 2 9 1 2 2 2 2 9 2 2 1
left_child=-1 2 -2 4 5 6 -3 10 -9 -10 -8 -12 -6 15 -15 -7 25 -18 19 -19 21 23 -23 -21 -20 26 27 28 -5 -30
right_child=1 3 -4 16 12 13 7 8 9 -11 11 -13 -14 14 -16 -17 17 18 24 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0087330588146613368 -2.0820579897559863 -3.7817577155099977 -0.25016811340837791 2.4398818386487728 0.38814810544342077 4.0626599403545196 -2.7339887431410492 -8.5733354123433436 41.54851495291441 -3.4201339590138407 32.729519468365297 -5.1916485496189289 -2.8797644070557049 -2.206621744415977 14.064055731892587 -1.4364361013920663 -2.8051725220191708 -1.7563564162794323 1.6051286604675399 -11.451465536418715 -3.3832367088388189 92.633070741850759 -29.049539184570314 21.151948501124526 -0.71675742269669618 0.28117069593592986 0.013486287368285275 -2.3238583946228029 -3.3291054808063274 49.681096372351185
leaf_weight=624618 568 144 8891 242 987 1071 122 45 131 58 33 23 2491 44 128 289 2977 1042 3291 57 207 87 23 33 10362 18406 1269 180 81 113
leaf_count=624618 568 144 8891 242 987 1071 122 45 131 58 33 23 2491 44 128 289 2977 1042 3291 57 207 87 23 33 10362 18406 1269 180 81 113
internal_value=0 0.101947 -0.35979 0.201391 0.676431 5.04305 8.7301 13.3151 20.7636 27.7486 3.52314 17.1548 -1.95393 3.657 9.90179 2.8941 0.132534 -0.310887 0.180597 3.36227 16.467 35.4106 67.1903 0.50312 -0.157076 0.527508 2.93566 8.81224 13.6118 27.548
internal_weight=0 53395 9459 43936 5566 2088 556 412 234 189 178 56 3478 1532 172 1360 38370 18079 15102 1449 407 200 110 90 13653 20291 1885 616 436 194
internal_count=678013 53395 9459 43936 5566 2088 556 412 234 189 178 56 3478 1532 172 1360 38370 18079 15102 1449 407 200 110 90 13653 20291 1885 616 436 194
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2630209 331828 331776 2 35208 2 1198474 16 2 131328 2
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=31
num_cat=7
split_feature=13 12 11 2 12 12 14 12 14 2 12 11 12 5 11 11 12 13 12 13 3 12 0 12 6 12 13 3 12 13
split_gain=61057.5 399614 1.36746e+06 1.48671e+06 5.05593e+06 4.11536e+06 4.77494e+06 2.0195e+06 1.3471e+06 4.25588e+06 1.21219e+07 7.5678e+07 5.60395e+06 3.74599e+06 1.55307e+07 2.93583e+06 2.33992e+07 4.17551e+07 3.21452e+08 1.61048e+07 2.47751e+07 4.41431e+07 1.43278e+07 1.56991e+07 1.96233e+06 2.24141e+06 1.90039e+06 3.37613e+07 1.06393e+08 1.63408e+06
threshold=0 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 9.5000000000000018 6.5000000000000009 1 14.500000000000002 2 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 7.5000000000000009 3 6.5000000000000009 4 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 6.5000000000000009 5 1.0000000180025095e-35 9.5000000000000018 6
decision_type=9 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 9 2 2 9
left_child=-1 -2 8 -4 5 -5 -7 -6 9 -3 11 12 -11 15 -15 26 17 18 -17 20 22 -22 -19 -24 -21 -26 27 -10 -29 -18
right_child=1 2 3 4 7 6 -8 -9 13 10 -12 -13 -14 14 -16 16 29 19 -20 24 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.011795484020781502 -0.13650879636415247 -0.27940672122721533 -0.57231503217115542 -3.9703686528089572 -4.748086663847384 -15.047404996554057 -77.493647293090817 20.239665229585437 -0.01116796717257567 8.1997946900706147 1.0778006020736102 178.54600164209094 -53.5184194292341 69.661211824417123 -6.6540331735741347 -23.855418868291949 -12.227664790576018 1.2552844087929991 357.48273049036663 -6.7376607897152017 134.80304794311525 -5.5777256375267399 19.5608478754217 116.49214680989583 -1.4533364926851713 31.224890407439201 -0.037575585429226205 7.0234941466780745 217.39730589548751 -1.6154511774480191
leaf_weight=587599 44618 17635 9376 41 115 24 25 45 2272 31 321 28 28 40 80 84 148 307 30 423 48 42 55 24 65 31 12390 121 30 1937
leaf_count=587599 44618 17635 9376 41 115 24 25 45 2272 31 321 28 28 40 80 84 148 307 30 423 48 42 55 24 65 31 12390 121 30 1937
internal_value=0 0.0764737 0.283994 -0.775248 -8.38604 -27.3474 -46.9077 2.27972 0.565893 -0.0458016 10.0513 43.1605 -21.0902 1.17475 18.7844 1.0574 3.80719 15.5432 70.3276 8.47441 21.5912 69.292 11.0286 49.0083 -3.73634 9.09901 0.464487 3.01948 48.8196 -2.43513
internal_weight=0 90414 45796 9626 250 90 49 160 36170 18043 408 87 59 18127 120 18007 3194 1109 114 995 476 90 386 79 519 96 14813 2423 151 2085
internal_count=678013 90414 45796 9626 250 90 49 160 36170 18043 408 87 59 18127 120 18007 3194 1109 114 995 476 90 386 79 519 96 14813 2423 151 2085
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1751441 2 2 4 16448 544 4
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=31
num_cat=7
split_feature=5 13 12 12 11 11 13 14 12 12 12 13 12 12 13 11 12 12 12 12 12 12 11 13 12 14 11 12 11 12
split_gain=66328 1.41616e+06 1.55648e+07 2.69057e+07 4.71702e+06 595551 2.19338e+06 1.60278e+06 563330 721817 481826 223666 296012 1.17624e+06 322426 234554 426735 1.49109e+06 521796 964146 205462 161275 212228 167424 147571 359277 404042 508382 424618 145507
threshold=1.0000000180025095e-35 0 8.5000000000000018 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1 2 8.5000000000000018 7.5000000000000009 13.500000000000002 3 8.5000000000000018 7.5000000000000009 4 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 15.500000000000002 17.500000000000004 10.500000000000002 1.5000000000000002 4.5000000000000009 5 11.500000000000002 6 2.5000000000000004 10.500000000000002 3.5000000000000004 8.5000000000000018
decision_type=2 9 2 2 2 2 9 1 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 10 9 -8 -3 15 13 14 -13 16 17 -7 20 -20 -18 22 -17 -23 25 -14 27 -27 -28 -9
right_child=1 5 4 -5 -6 11 8 29 -10 -11 -12 12 24 -15 -16 21 18 -19 19 -21 -22 23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0023818709979954592 -12.649878365198772 2.9677020368904903 -47.229335322746863 124.9495660605254 -0.7691935980406992 -2.5428878662198091 -3.2280041648495583 -36.735491969368674 0.73501063456335347 -21.854268646240236 -15.976363304138184 0.173432309701719 -0.55267499336580028 -14.258481139022036 -5.4622111367815327 -13.414869898015803 1.9145282299184996 26.505241813659666 22.065052007138732 -1.2229775134660306 -2.3955220569861053 -2.9939164708544328 -0.1834646436903212 1.0509055862824122 -0.78389988551142464 -3.2099460139641396 22.08916643714905 11.88099580933066 2.5403548431396485 -25.867805583136427
leaf_weight=673966 30 29 26 27 137 43 124 22 453 25 25 456 294 77 121 22 243 30 32 40 203 133 27 350 906 65 25 34 20 28
leaf_count=673966 30 29 26 27 137 43 124 22 453 25 25 456 294 77 121 22 243 30 32 40 203 133 27 350 906 65 25 34 20 28
internal_value=0 -0.40367 7.22087 52.5288 -8.18001 -0.858601 -3.4837 -16.1914 -1.00273 -6.35322 -5.8027 -0.267529 -0.899895 -2.64929 -1.10005 0.857926 2.23674 9.3947 1.228 9.12726 -0.0472211 -0.657678 -6.1241 -0.103114 -0.0553245 1.45173 5.54405 1.9728 13.4008 -30.6496
internal_weight=0 4047 220 57 163 3827 706 104 602 149 54 3121 1998 654 577 1123 591 73 518 72 446 532 49 483 1344 438 144 99 45 50
internal_count=678013 4047 220 57 163 3827 706 104 602 149 54 3121 1998 654 577 1123 591 73 518 72 446 532 49 483 1344 438 144 99 45 50
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=524320 362561 2 165889 1073168 131072 2
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=31
num_cat=9
split_feature=11 1 13 12 12 12 12 14 12 13 12 14 12 12 14 12 12 12 12 12 14 12 13 14 8 12 6 9 13 12
split_gain=59267.4 549206 3.12191e+06 4.02086e+06 4.60155e+06 2.19871e+06 8.19043e+06 1.4409e+08 5.49292e+06 2.07897e+06 3.69026e+06 1.72636e+06 1.17405e+06 1.16343e+06 1.11628e+06 787204 650347 1.06463e+06 601308 1.20552e+06 1.09839e+06 456482 2.21702e+06 2.35804e+06 6.30521e+07 3.15942e+08 3.51993e+06 2.70913e+06 2.67266e+06 3.18495e+06
threshold=3.5000000000000004 1.0000000180025095e-35 0 3.5000000000000004 12.500000000000002 18.500000000000004 17.500000000000004 1 19.500000000000004 2 16.500000000000004 3 4.5000000000000009 20.500000000000004 4 20.500000000000004 14.500000000000002 18.500000000000004 11.500000000000002 10.500000000000002 5 13.500000000000002 6 7 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 8 17.500000000000004
decision_type=2 2 9 2 2 2 2 1 2 9 2 1 2 2 1 2 2 2 2 2 1 2 9 1 2 2 2 2 9 2
left_child=-1 21 3 -3 -5 6 9 -8 14 10 12 13 -4 -10 -7 -13 -6 -18 19 -14 -21 -2 -23 27 26 -26 -25 -24 29 -29
right_child=1 2 5 4 16 8 7 -9 11 -11 -12 15 18 -15 -16 -17 17 -19 -20 20 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.016151750821968038 -0.040123826331261422 44.835674241009883 -5.2538957118680267 -6.8942918987274169 37.061016159057623 -49.933136304219566 173.19651344494943 -88.088963715926468 0.2045899131081321 2.2015186290077899 -35.264909388738523 23.616826193673273 1.0342669405529847 -31.326345764160159 -20.651137517846152 2.3194154195785521 4.007347791194916 33.819048276154895 -2.9100744034785659 -0.50994929438051972 27.62163193838937 2.4084799393432177 -1.3915489684992286 -2.1884386019815625 373.64430468750004 -97.648235718409225 4.6960095068263517 19.02707696184866 -0.98423296910250324 -2.8332259954865449
leaf_weight=522892 133424 34 581 100 30 30 39 46 22 2329 34 21 398 25 23 100 25 23 277 23 35 4517 9059 2058 25 33 1162 213 338 97
leaf_count=522892 133424 34 581 100 30 30 39 46 22 2329 34 21 398 25 23 100 25 23 277 23 35 4517 9059 2058 25 33 1162 213 338 97
internal_value=0 0.0542341 1.18286 12.7245 7.30575 0.535248 1.10606 31.795 -9.15716 0.39663 -2.71793 -0.302159 -1.89645 -16.5672 -37.2259 6.01566 25.5109 18.2921 0.764769 2.99708 16.466 0.022864 0.503043 -0.161519 2.15731 105.495 0.295949 -0.944742 5.30159 11.8061
internal_weight=0 155121 4195 212 178 3983 3762 85 221 3677 1348 168 1314 47 53 121 78 48 733 456 58 150926 17502 12985 3278 58 3220 9707 648 310
internal_count=678013 155121 4195 212 178 3983 3762 85 221 3677 1348 168 1314 47 53 121 78 48 733 456 58 150926 17502 12985 3278 58 3220 9707 648 310
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=32896 2 1055308 2 2 2 530486 2 1179648
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=31
num_cat=9
split_feature=8 13 12 12 12 11 14 13 14 12 11 14 12 14 13 12 12 12 11 11 11 13 11 12 11 11 12 11 13 12
split_gain=67156 707511 727806 624956 520463 3.05324e+06 6.29406e+07 1.40215e+06 2.91378e+06 1.1174e+06 6.74459e+06 1.26907e+08 1.02719e+08 1.64042e+07 1.81056e+07 4.1168e+07 1.28835e+07 1.00626e+07 2.37365e+07 1.57239e+07 8.37219e+06 1.60728e+06 1.24523e+06 1.19032e+06 963816 941137 828664 1.63054e+06 4.73951e+06 1.79841e+07
threshold=1.0000000180025095e-35 0 20.500000000000004 17.500000000000004 14.500000000000002 3.5000000000000004 1 2 3 11.500000000000002 3.5000000000000004 4 12.500000000000002 5 6 13.500000000000002 13.500000000000002 12.500000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 7 1.5000000000000002 13.500000000000002 2.5000000000000004 1.0000000180025095e-35 7.5000000000000009 3.5000000000000004 8 2.5000000000000004
decision_type=2 9 2 2 2 2 1 9 1 2 2 1 2 1 9 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2
left_child=-1 2 3 -2 9 7 -7 8 -6 26 13 16 -13 17 15 20 -12 18 -11 22 -15 23 -20 -19 -25 -23 27 -3 29 -29
right_child=1 4 -4 -5 5 6 -8 -9 -10 10 11 12 -14 14 -16 -17 -18 21 19 -21 -22 25 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0061426510978950244 -0.76188318141982458 1.2429879291608417 16.95461608845255 -7.612274412258909 1.8571725580659582 5.0478049059106844 -177.02500606718519 -2.0492609637532726 26.538174990245274 70.642039126566019 1.5664132895497229 -3.9232839425404871 269.75412561893467 -57.498738448684279 -1.779789867342072 -149.21810046780496 -46.758259714385616 -0.18544485009746789 -21.611649472105739 36.884166566202467 0.89330311540054952 -11.775461158298311 -3.8195169964502025 7.3316579691569004 29.457604021344867 -1.2766088470588368 -1.13168996875494 53.927951903841397 -5.9216182662353356 -7.2445422937589532
leaf_weight=652834 9844 6973 23 135 328 198 21 741 56 73 173 24 32 37 313 31 81 81 51 121 73 105 172 45 35 457 3773 67 946 170
leaf_count=652834 9844 6973 23 135 328 198 21 741 56 73 173 24 32 37 313 31 81 81 51 121 73 105 172 45 35 457 3773 67 946 170
internal_value=0 -0.160291 -0.812793 -0.854558 0.270081 -1.60846 -12.4112 0.494485 5.318 0.452792 2.70245 16.1985 152.464 0.0777369 -15.9975 -44.2914 -13.8442 6.47964 18.8506 7.85998 -18.7477 -0.655483 -7.88857 7.87088 17.0118 -3.18153 0.093723 0.660604 -2.77216 9.64211
internal_weight=0 25179 10002 9979 15177 1344 219 1125 384 13833 1904 310 56 1594 454 141 254 1140 417 344 110 723 223 161 80 562 11929 8156 1183 237
internal_count=678013 25179 10002 9979 15177 1344 219 1125 384 13833 1904 310 56 1594 454 141 254 1140 417 344 110 723 223 161 80 562 11929 8156 1183 237
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1869967 2 147776 2 2 2 135168 131072 16928
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=31
num_cat=11
split_feature=13 3 11 11 12 13 13 11 14 13 12 14 12 12 12 14 14 11 12 12 12 11 8 12 14 13 12 12 13 9
split_gain=63255.7 660072 1.486e+06 1.41145e+06 1.4673e+06 1.53277e+06 1.43632e+06 6.26303e+06 3.38658e+06 1.3431e+06 3.39978e+06 9.54557e+06 1.27693e+07 969994 2.93676e+06 2.8124e+06 838142 1.19469e+06 1.49416e+06 1.08442e+07 734828 2.00646e+06 2.56381e+06 1.82129e+06 3.01062e+06 5.1548e+06 9.1296e+06 1.87769e+07 1.69704e+06 2.26835e+06
threshold=0 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1 2 1.5000000000000002 3 4 1.5000000000000002 5 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 6 7 2.5000000000000004 10.500000000000002 11.500000000000002 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 8 9 1.5000000000000002 2.5000000000000004 10 1.0000000180025095e-35
decision_type=9 2 2 2 2 9 9 2 1 9 2 1 2 2 2 1 1 2 2 2 2 2 2 2 1 9 2 2 9 2
left_child=1 20 3 9 6 -6 7 8 -5 10 11 12 -3 -12 15 -15 -7 18 -18 -20 21 28 -23 24 25 -24 -27 -28 29 -1
right_child=-2 2 -4 4 5 16 -8 -9 -10 -11 13 -13 -14 14 -16 -17 17 -19 19 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.060434097314719173 0.032503513688547307 0.4428557208765333 0.64122167366188987 35.623378600197277 -0.24878942008665753 -1.1835401418940892 -0.11253011079761088 -0.0887845542513091 5.0376977089912671 -0.18769105326125038 -3.7907969936547197 -1.647646056688749 48.242236328125003 -0.0050935872395833333 -0.14885218994158533 29.403152315381551 -1.2503847487085153 -4.3447981167984153 -50.624646276586198 -0.60917600203550404 -0.06425806680330412 -0.54528089492563558 -0.12392282616008413 2.5928973790926815 -3.1851245047655397 -5.6595890243174667 -117.45012613932293 -7.3286930918693542 1.1363654482804144 3.3119564726018744
leaf_weight=40063 317447 107 11682 87 9825 9373 6320 580 62 5450 411 312 117 60 852 71 4775 2583 51 289 227468 11393 100 156 299 59 30 32 25860 2099
leaf_count=40063 317447 107 11682 87 9825 9373 6320 580 62 5450 411 312 117 60 852 71 4775 2583 51 289 227468 11393 100 156 299 59 30 32 25860 2099
internal_value=0 -0.0287082 -0.354621 -0.636132 -0.908632 -1.24521 0.375622 4.54679 22.8965 0.617256 2.87636 9.65982 25.4095 0.288722 1.9944 15.9337 -1.81748 -2.59173 -1.70645 -8.1115 0.0274612 0.287955 -0.900308 -6.88377 -9.72677 -18.5772 -31.2362 -60.6133 0.498786 0.107432
internal_weight=0 360566 53007 41325 33945 26896 7049 729 149 7380 1930 536 224 1394 983 131 17071 7698 5115 340 307559 80091 12069 676 520 221 121 62 68022 42162
internal_count=678013 360566 53007 41325 33945 26896 7049 729 149 7380 1930 536 224 1394 983 131 17071 7698 5115 340 307559 80091 12069 676 520 221 121 62 68022 42162
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=174480 41088 2048 2 16 2 2 2 2 2192 2064
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=31
num_cat=9
split_feature=12 13 11 12 11 6 12 14 1 12 13 0 9 13 12 6 14 11 12 0 13 6 14 11 12 12 13 14 11 0
split_gain=60986.9 1.27817e+06 1.45789e+06 2.20395e+06 4.82016e+06 7.48279e+06 1.96966e+07 3.25341e+07 1.85013e+06 1.58597e+06 2.55542e+06 7.28733e+06 2.83174e+06 1.3241e+06 1.4522e+06 2.68353e+06 1.19211e+06 1.05831e+06 1.44728e+06 1.69111e+06 1.51956e+06 2.73503e+06 5.35684e+06 9.46508e+06 2.07875e+07 1.43071e+06 2.12358e+06 2.66455e+06 2.13805e+06 3.55011e+06
threshold=15.500000000000002 0 3.5000000000000004 17.500000000000004 2.5000000000000004 1.0000000180025095e-35 16.500000000000004 1 1.0000000180025095e-35 16.500000000000004 2 1.0000000180025095e-35 1.0000000180025095e-35 3 16.500000000000004 1.0000000180025095e-35 4 2.5000000000000004 17.500000000000004 1.0000000180025095e-35 5 1.0000000180025095e-35 6 3.5000000000000004 16.500000000000004 16.500000000000004 7 8 1.5000000000000002 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 2 1 2 2 9 2 2 9 2 2 1 2 2 2 9 2 1 2 2 2 9 1 2 2
left_child=-1 2 3 4 8 9 -7 -8 13 10 11 -6 -12 14 -2 -16 -4 25 20 -20 21 -19 23 -23 -25 26 27 28 29 -3
right_child=1 17 16 -5 5 6 7 -9 -10 -11 12 -13 -14 -15 15 -17 -18 18 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0086616685927585185 0.093766094675127254 -1.4751319256558011 -1.7408108181041493 0.15657848793963902 -5.4999829826354985 1.0129136870392657 110.42533173994585 -19.035113328297935 22.277032548953329 -1.6311108661420417 -4.9961436226032676 45.99865092293161 31.202783907376801 2.4393355982378129 -2.8195901019756615 -35.999934416550857 3.9592190926941506 -1.2373837598384063 -0.81612330460655702 2.2816754251913025 -2.176624643763478 0.88785943440028603 -5.7703378961693428 6.8780934260441713 100.77342854061642 -0.14151064721528625 -1.2785027035660406 -0.45213626275482111 6.3775047039995414 6.6101465874641505
leaf_weight=626294 151 1349 1601 1434 50 113 55 30 39 198 128 61 26 646 65 39 476 1124 4881 2758 7295 140 161 65 37 21605 2212 2239 1832 909
leaf_count=626294 151 1349 1601 1434 50 113 55 30 39 198 128 61 26 646 65 39 476 1124 4881 2758 7295 140 161 65 37 21605 2212 2239 1832 909
internal_value=0 0.104324 1.60377 3.00394 5.55429 12.0976 28.3677 64.7334 0.953081 5.13979 10.1988 20.9167 1.04735 0.0300689 -5.93627 -15.2622 -0.434497 -0.060471 -0.705348 0.302312 -1.57788 1.28832 8.36469 17.7686 40.9382 0.291639 1.38732 2.31739 3.83918 1.77975
internal_weight=0 51719 5112 3035 1601 661 198 85 940 463 265 111 154 901 255 104 2077 46607 16461 7639 8822 1527 403 242 102 30146 8541 6329 4090 2258
internal_count=678013 51719 5112 3035 1601 661 198 85 940 463 265 111 154 901 255 104 2077 46607 16461 7639 8822 1527 403 242 102 30146 8541 6329 4090 2258
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=262989 2 1 772 2 100480 2 1204368 2
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=31
num_cat=6
split_feature=11 1 13 12 12 13 12 12 12 12 14 14 14 12 12 12 12 13 12 12 12 12 12 12 12 12 12 12 12 12
split_gain=61896 447279 2.5396e+06 3.2796e+06 3.12032e+06 1.99165e+06 7.63377e+06 3.44238e+07 4.39239e+06 4.40934e+07 2.58209e+08 1.01492e+07 1.93231e+06 3.40982e+06 1.26258e+06 1.01996e+06 955949 898519 1.67954e+06 3.66189e+06 1.37345e+06 1.63842e+06 3.53362e+06 1.67825e+06 897441 833226 745091 903679 662604 1.8949e+06
threshold=3.5000000000000004 1.0000000180025095e-35 0 2.5000000000000004 12.500000000000002 1 17.500000000000004 18.500000000000004 18.500000000000004 17.500000000000004 2 3 4 16.500000000000004 6.5000000000000009 7.5000000000000009 15.500000000000002 5 5.5000000000000009 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.5000000000000002 19.500000000000004 10.500000000000002 12.500000000000002 16.500000000000004 10.500000000000002 12.500000000000002
decision_type=2 2 9 2 2 9 2 2 2 2 1 1 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 28 -8 9 12 -11 24 13 14 -7 -16 -17 18 19 20 -14 22 23 -22 -10 -20 -19 -28 -4 -30
right_child=1 2 5 4 -6 8 7 -9 11 10 -12 -13 17 -15 15 16 -18 26 25 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.016496966014504216 0.027122986903709213 47.679505256984548 -3.3606005028895272 -3.0844360471845746 23.014444705767509 -4.3948834333419802 -141.59691452752978 19.507039711210464 -64.701125105567598 319.53570059317133 -87.181626026050481 1.6106701476757346 -16.308570404052734 -34.277206050988404 16.423118015735046 -0.64825937790262644 16.368208673265247 2.5745416080321348 -5.0777050054641002 47.665501076834545 20.473572481595554 -12.229059115323153 54.074836803617927 -11.615286023276193 -38.804366850852972 7.7097556913741911 -4.987127097613282 8.3219845218043176 23.433848033807219 -3.140727894424006
leaf_weight=522892 150926 23 341 111 78 700 21 36 23 27 37 130 20 33 46 398 36 1286 105 28 39 22 21 28 32 99 288 62 39 86
leaf_count=522892 150926 23 341 111 78 700 21 36 23 27 37 130 20 33 46 398 36 1286 105 28 39 22 21 28 32 99 288 62 39 86
internal_value=0 0.0554329 1.07395 11.4837 7.68653 0.489821 -5.20343 -39.847 1.36291 2.21367 84.4022 -13.6242 0.575528 -2.57284 -1.68619 2.26398 0.763245 2.48692 6.93103 14.8623 7.79694 12.1798 18.282 7.0633 -49.6339 1.12797 1.45233 -2.62951 -1.07757 5.15054
internal_weight=0 155121 4195 212 189 3983 523 57 3460 3275 64 185 3211 1213 1180 480 434 1998 362 158 130 110 88 67 55 204 1636 350 466 125
internal_count=678013 155121 4195 212 189 3983 523 57 3460 3275 64 185 3211 1213 1180 480 434 1998 362 158 130 110 88 67 55 204 1636 350 466 125
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=32896 6696 2 2 2 16400
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=31
num_cat=7
split_feature=13 12 2 12 11 12 1 1 12 11 14 11 12 8 14 11 11 0 12 14 8 11 7 13 11 14 12 14 11 11
split_gain=58508.5 386360 2.16964e+06 3.37367e+06 9.59557e+06 1.04516e+06 1.1182e+06 1.07371e+06 5.04295e+06 2.94315e+07 3.54399e+06 6.20671e+06 1.0013e+06 1.25316e+06 6.61596e+06 1.66378e+07 949086 2.3261e+06 4.75584e+06 931345 839577 1.2452e+06 815754 4.50917e+06 2.88069e+06 1.82832e+07 1.7814e+07 3.01952e+06 2.72842e+06 2.06067e+06
threshold=0 16.500000000000004 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 3.5000000000000004 1 2.5000000000000004 14.500000000000002 1.0000000180025095e-35 2 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 18.500000000000004 3 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 4 1.0000000180025095e-35 5 15.500000000000002 6 1.5000000000000002 2.5000000000000004
decision_type=9 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 9 2 1 2 1 2 2
left_child=1 12 5 4 -4 6 -3 16 9 10 11 -9 -1 22 -15 -16 20 -18 19 -19 -7 -22 -14 24 25 -24 -27 29 -29 -26
right_child=-2 2 3 -5 -6 7 -8 8 -10 -11 -12 -13 13 14 15 -17 17 18 -20 -21 21 -23 23 -25 27 26 -28 28 -30 -31
leaf_value=-0.054151264403020628 0.026830644971294761 -1.9642595465557826 64.359528764997208 0.012890468456157267 5.1207027770996092 -0.31161368909320186 4.7989162071078431 6.4816192164565578 0.56655723142921466 -132.7392478942871 7.0815655819420673 -56.930254653404496 0.62208859572918362 0.4684296340038514 4.0186494549837981 -86.669739937782296 -0.46527478671357597 25.839289769325546 1.3587175481130651 5.7465491465159824 0.24660702710761165 16.292375597828315 -6.9844300617543302 -2.6721743339902901 15.78520160171221 83.734002785604503 -2.7993839752979768 -36.04169985100075 -1.1303349211015774 0.28347055514653524
leaf_weight=266812 369188 5918 35 292 125 11996 255 33 641 20 103 29 18894 517 55 32 914 131 341 28 133 76 129 702 212 61 39 27 131 144
leaf_count=266812 369188 5918 35 292 125 11996 255 33 641 20 103 29 18894 517 55 32 914 131 341 28 133 76 129 702 212 61 39 27 131 144
internal_value=0 -0.0321544 -0.445506 6.40804 18.0792 -0.595754 -1.68488 -0.130321 -3.63112 -18.1755 -4.28899 -23.1788 -0.00188908 0.663927 -3.82488 -29.338 0.0820041 2.53459 8.01835 22.3009 -0.202138 6.08143 0.797229 3.08727 8.45111 17.8935 49.986 4.40872 -7.0962 9.51484
internal_weight=0 308825 21070 452 160 20618 6173 14445 826 185 165 62 287755 20943 604 87 13619 1414 500 159 12205 209 20339 1445 743 229 100 514 158 356
internal_count=678013 308825 21070 452 160 20618 6173 14445 826 185 165 62 287755 20943 604 87 13619 1414 500 159 12205 209 20339 1445 743 229 100 514 158 356
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=172176 2 2 2 16 2 2
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=31
num_cat=8
split_feature=12 13 1 12 11 14 14 12 11 1 11 14 14 11 12 12 13 12 11 11 14 12 6 11 0 11 8 14 11 11
split_gain=60127.7 516394 1.58404e+06 4.27189e+06 1.41376e+06 1.90043e+06 554706 1.05489e+06 1.85358e+06 317796 6.16309e+06 2.16559e+07 2.82152e+06 3.40554e+06 368928 310309 288285 283053 403564 291636 234731 608725 567010 655249 426520 217926 212688 1.03053e+06 2.18329e+06 203033
threshold=18.500000000000004 0 1.0000000180025095e-35 19.500000000000004 3.5000000000000004 1 2 23.500000000000004 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 3 4 2.5000000000000004 19.500000000000004 19.500000000000004 5 21.500000000000004 2.5000000000000004 1.5000000000000002 6 19.500000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 7 2.5000000000000004 1.0000000180025095e-35
decision_type=2 9 2 2 2 1 1 2 2 2 2 1 1 2 2 2 9 2 2 2 1 2 2 2 2 2 2 1 2 2
left_child=-1 2 16 4 5 -4 7 8 -5 26 12 -12 13 14 -11 25 20 -8 19 -19 21 22 24 -24 -2 -14 -3 -28 -29 -18
right_child=1 9 3 6 -6 -7 17 -9 -10 10 11 -13 15 -15 -16 -17 29 18 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0048282509638315971 -0.82526548940401812 -0.020978372504337019 -5.8856330076853434 0.54769559399834999 41.357423749651232 29.708613338470457 -5.0151022546431605 -9.775660637446812 39.558274405343191 12.996488390599982 -83.357592506408707 4.0868867628353156 -11.423640183342828 40.149323142202277 -0.041780507564544683 -0.20503263496131102 -3.0876808433403524 -2.7133843531975383 -5.4371133439084325 9.9987136355901178 -0.92902807696741463 0.80392478831777003 3.7901776123046873 28.074414916992186 9.0405355010032658 -2.1843504695569056 -0.76875708566771617 -4.9743504441302759 39.089961520108318 0.21953439030275881
leaf_weight=660902 78 12401 24 29 35 40 102 21 21 34 40 97 45 38 60 527 203 26 47 59 196 426 20 25 100 59 144 23 22 2169
leaf_count=660902 78 12401 24 29 35 40 102 21 21 34 40 97 45 38 60 527 203 26 47 59 196 426 20 25 100 59 144 23 22 2169
internal_value=0 0.185039 1.24354 7.14903 25.198 16.3608 1.29052 9.03265 16.9321 -0.0999337 -1.91536 -21.4443 1.59116 14.8867 4.67419 -1.19016 0.505782 -1.05858 1.99873 6.11031 2.07922 3.01975 7.25268 17.2814 4.71732 -6.18212 0.0297629 3.35909 16.5682 -0.0632364
internal_weight=0 17111 3621 404 99 64 305 71 50 13490 900 137 763 132 94 631 3217 234 132 85 845 649 223 45 178 104 12590 189 45 2372
internal_count=678013 17111 3621 404 99 64 305 71 50 13490 900 137 763 132 94 631 3217 234 132 85 845 649 223 45 178 104 12590 189 45 2372
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=594857 2 2 2 2 66464 2 2
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=31
num_cat=8
split_feature=12 11 13 8 12 12 3 13 14 0 6 7 12 1 12 12 1 14 13 6 12 1 14 6 14 11 12 13 11 11
split_gain=61346.7 116105 455768 651078 545663 564369 450091 490845 2.00467e+06 1.7533e+06 1.43352e+06 3.01457e+06 1.66198e+06 1.23328e+06 607428 551694 366932 3.1788e+06 163492 470559 437865 736693 4.24424e+06 420895 709599 1.42904e+06 4.25399e+06 790970 992812 1.28551e+06
threshold=19.500000000000004 3.5000000000000004 0 1.0000000180025095e-35 21.500000000000004 29.500000000000004 1.0000000180025095e-35 1 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 1.0000000180025095e-35 20.500000000000004 22.500000000000004 1.0000000180025095e-35 3 4 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 5 1.0000000180025095e-35 6 1.0000000180025095e-35 20.500000000000004 7 2.5000000000000004 1.0000000180025095e-35
decision_type=2 2 9 2 2 2 2 9 1 2 2 2 2 2 2 2 2 1 9 2 2 2 1 2 1 2 2 9 2 2
left_child=-1 18 4 6 -3 -6 7 8 9 10 11 12 14 -10 -4 -15 -9 -18 20 -20 21 23 -23 -2 27 26 -26 -25 29 -29
right_child=1 2 3 -5 5 -7 -8 16 13 -11 -12 -13 -14 15 -16 -17 17 -19 19 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0040166038526253953 0.121501275773508 9.9019279748698086 -32.982410415013632 16.669737601280215 -3.7699898760427129 11.738014644384386 11.624755206252591 0.39557697957455806 -0.06692998253780863 1.0489411462098361 -2.9427580239222602 1.7426258550371445 -11.333073214122228 29.151517274644643 -56.270740858713786 7.8184122952547943 37.564989974975582 -3.8236453897423219 0.14741617075010766 -2.7770199378162412 -0.37885592544495644 49.76852871122815 1.3681080489447623 -1.1101976199944814 -0.071675208307081656 1.3922732095385708 41.756848144531254 -1.4012719472249351 -4.1262709753853937 24.882789854127537
leaf_weight=666326 2075 120 21 24 88 32 33 979 92 128 65 35 21 27 24 22 25 72 2506 705 3575 21 132 470 62 172 40 30 42 49
leaf_count=666326 2075 120 21 24 88 32 33 979 92 128 65 35 21 27 24 22 25 72 2506 705 3575 21 132 470 62 172 40 30 42 49
internal_value=0 0.227094 0.963863 0.323559 4.92835 0.365478 0.0715685 -0.180751 -2.97575 -7.74539 -14.5266 -21.9815 -34.5625 6.75843 -45.4029 19.5734 0.967856 6.84353 0.0922545 -0.493131 0.374327 1.24609 8.0113 0.894026 2.74719 6.95365 16.3317 0.796989 7.66347 14.9015
internal_weight=0 11687 1808 1568 240 120 1544 1511 435 294 166 101 66 141 45 49 1076 97 9879 3211 6668 3093 153 2940 865 274 102 591 121 79
internal_count=678013 11687 1808 1568 240 120 1544 1511 435 294 166 101 66 141 45 49 1076 97 9879 3211 6668 3093 153 2940 865 274 102 591 121 79
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=47112 1048736 2 2 1646964 2 2 80
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=31
num_cat=6
split_feature=11 13 5 12 12 12 14 6 1 12 8 14 12 12 12 14 12 6 3 13 12 12 13 6 12 6 3 12 12 9
split_gain=54133 2.57479e+06 8.39186e+06 4.47652e+07 2.34576e+06 6.36174e+06 4.69426e+07 2.8568e+08 6.39883e+06 2.50223e+07 3.52997e+06 1.40103e+07 4.61506e+07 3.86056e+07 3.95704e+06 3.44496e+06 2.54065e+06 4.40174e+06 3.82352e+06 3.3036e+06 4.66079e+06 5.9917e+06 2.35315e+06 5.39134e+06 1.6555e+06 8.42818e+06 1.52484e+06 1.84431e+06 4.3084e+06 1.29451e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 8.5000000000000018 6.5000000000000009 5.5000000000000009 1 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2 12.500000000000002 9.5000000000000018 10.500000000000002 3 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 2.5000000000000004 5 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 12.500000000000002 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 1 2 2 2 2 1 2 2 2 1 2 2 2 9 2 2 9 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 7 -7 15 -10 26 12 13 -12 -13 24 18 -18 -17 20 -20 -22 23 -8 -1 -26 -6 -28 -29 -3
right_child=-2 29 3 -5 10 6 22 -9 9 -11 11 14 -14 -15 -16 16 17 -19 19 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-1.7037996763522312 0.01199312139183567 -0.13075338089532285 150.03092223080722 -37.771029028892521 -0.29230291404384229 -3.265920835382798 -2.7180292715345113 368.59225222778321 97.974340334246236 -25.398937339782716 6.9480486472447716 2.6535173017587237 -49.876073490489617 178.40640430450441 -38.453432761298288 -2.8509340450203737 4.1292343405057803 30.422510570484203 -2.6680839010385369 -2.8078123360349423 22.362140489850727 -3.3733257168629134 -0.53339493828850826 -46.504840477476733 -3.0652188294175744 -67.271761369705203 -2.7304969635009768 -57.251118120939843 -6.2270672280909656 -1.8796303635086227
leaf_weight=1032 574056 91357 22 30 3872 119 70 25 31 35 24 67 33 29 36 826 212 91 195 275 350 122 175 47 138 24 200 23 59 4438
leaf_count=1032 574056 91357 22 30 3872 119 70 25 31 35 24 67 33 29 36 826 212 91 195 275 350 122 175 47 138 24 200 23 59 4438
internal_value=0 -0.0664303 1.63744 41.6836 1.38269 3.2088 14.5676 61.2928 1.72203 32.5491 -0.201238 13.1645 42.9608 100.765 -11.714 1.09888 3.56527 12.0259 2.11529 6.46996 10.1845 15.7102 -8.47489 -18.7086 -3.1791 -12.5773 -0.809357 -7.90877 -20.5387 -0.211753
internal_weight=0 103957 8162 52 8110 3767 436 144 3331 66 4343 189 86 53 103 3265 2071 303 1768 942 667 472 292 117 1194 162 4154 282 82 95795
internal_count=678013 103957 8162 52 8110 3767 436 144 3331 66 4343 189 86 53 103 3265 2071 303 1768 942 667 472 292 117 1194 162 4154 282 82 95795
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=69666 2 2 2 65538 4096
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=31
num_cat=6
split_feature=5 13 11 13 12 11 13 12 14 11 12 12 13 11 12 12 12 12 12 11 13 12 11 12 12 12 12 11 11 12
split_gain=63223.1 1.35603e+06 2.21464e+07 632133 3.97952e+06 464515 1.46428e+06 463141 404100 426571 373644 230998 176584 268480 1.37446e+06 212193 158293 106794 196368 105037 92757.6 227562 185032 118592 80802.7 133408 81285.9 64356.6 64312.3 329536
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 8.5000000000000018 1.5000000000000002 2 4.5000000000000009 3 1.0000000180025095e-35 10.500000000000002 15.500000000000002 4 3.5000000000000004 2.5000000000000004 1.5000000000000002 11.500000000000002 18.500000000000004 20.500000000000004 1.0000000180025095e-35 5 8.5000000000000018 1.0000000180025095e-35 7.5000000000000009 10.500000000000002 13.500000000000002 5.5000000000000009 2.5000000000000004 2.5000000000000004 9.5000000000000018
decision_type=2 9 2 9 2 2 9 2 1 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=28 2 -2 4 -3 6 8 -4 11 -10 20 -5 13 14 -7 -15 19 -18 -19 -12 23 22 -22 -8 26 -26 -16 -9 -1 -30
right_child=1 3 7 5 -6 12 10 27 9 -11 16 -13 -14 15 24 -17 17 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.030408910104885886 100.29590606274813 -35.05121391446967 -15.331574737363391 -2.7402894165204921 4.3312367818023594 27.783231370345408 0.33568489086830011 -0.23900066061296324 -25.950006976272121 -10.311801550839398 2.4215284070798333 -14.392391678139015 -0.31866355378781158 -7.1654654039655412 -0.1266604518890381 1.0394239262451508 -0.50913573088019526 10.371111281712849 -1.0518521702464889 10.014880378158004 -11.244754252800576 1.1557199277375874 -2.9567693155744803 -4.5306744301456146 -4.609330786728278 3.1580153991778692 8.2845737059911091 -4.6695957244828694 0.036732530205048623 -0.1897058541486723
leaf_weight=369085 23 38 27 46 79 23 118 138 33 37 56 27 2174 35 20 317 373 27 34 27 65 38 46 87 41 48 27 43 212803 92078
leaf_count=369085 23 38 27 46 79 23 118 138 33 37 56 27 2174 35 20 317 373 27 34 27 65 38 46 87 41 48 27 43 212803 92078
internal_value=0 -0.394101 6.88414 -0.850498 -7.79353 -0.610468 -2.43564 -3.11407 -11.4545 -17.6841 -0.81408 -7.04997 0.0765407 1.73027 5.17463 0.223597 0.890439 0.125229 4.00421 4.89165 -3.32644 -5.17612 -7.81009 -1.64911 1.35112 -0.4202 4.70533 -1.29157 0.00233325 -0.0316548
internal_weight=0 4047 231 3816 117 3699 1014 208 143 70 871 73 2685 511 159 352 517 434 61 83 354 149 111 205 136 89 47 181 673966 304881
internal_count=678013 4047 231 3816 117 3699 1014 208 143 70 871 73 2685 511 159 352 517 434 61 83 354 149 111 205 136 89 47 181 673966 304881
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2101280 327744 18561 2 2049 32784
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=31
num_cat=7
split_feature=12 13 6 11 14 12 12 12 12 12 14 12 13 12 14 13 2 11 12 11 13 0 11 7 11 11 6 11 11 0
split_gain=58132.6 1.05846e+06 1.07063e+06 4.44089e+06 7.84428e+06 1.36305e+07 3.3139e+07 4.35145e+06 2.68384e+06 3.10588e+06 1.41383e+06 3.19752e+06 735485 1.35118e+06 950492 1.25999e+06 728357 2.76569e+06 1.20966e+07 593206 1.6997e+06 7.68792e+06 4.31883e+06 694184 2.45316e+06 4.05031e+06 917290 7.02763e+06 4.84477e+06 2.87281e+06
threshold=15.500000000000002 0 1.0000000180025095e-35 2.5000000000000004 1 17.500000000000004 16.500000000000004 18.500000000000004 16.500000000000004 17.500000000000004 2 16.500000000000004 3 16.500000000000004 4 5 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 3.5000000000000004 6 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 1 2 2 2 2 2 1 2 9 2 1 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 6 -5 -7 -6 -10 11 -4 13 14 15 -3 -15 18 -18 20 21 -17 -23 26 -25 -26 28 -28 29 -22
right_child=1 12 3 4 8 7 -8 -9 9 -11 -12 -13 -14 16 -16 19 17 -19 -20 -21 23 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0084446960445101679 1.1412732395137437 -1.2480761812588057 7.2516781642519197 -3.3070215516365495 12.213383752107621 -41.50026784133911 113.21350333172343 14.573578906059266 -55.124798126220711 -2.7080944024599516 3.5994663524627684 -37.096786017031285 -0.3931016696419139 -0.15830017999391849 -0.10277445080238148 -1.7122153460979463 70.659227088189894 -0.32046046074587942 -2.9220813697576524 0.15112236106668719 -2.0621868942000652 2.8157739292491568 56.321508916219081 -3.2503615813785132 35.006071402534609 -6.3313037872314455 -2.209916726238859 12.890598213798123 -2.247415777424957 11.427601945123008
leaf_weight=626294 904 863 29 52 32 25 46 31 20 26 60 37 22639 19477 2545 128 31 379 80 655 220 22 48 90 63 38 671 570 1379 559
leaf_count=626294 904 863 29 52 32 25 46 31 20 26 60 37 22639 19477 2545 128 31 379 80 655 220 22 48 90 63 38 671 570 1379 559
internal_value=0 0.101865 2.95082 7.60262 15.8106 28.8969 51.3863 -10.4594 -10.0266 -25.498 -7.51043 -17.6103 0.0300181 0.374381 1.48596 2.24799 -0.062503 3.74534 17.6277 2.92329 3.41036 12.2414 39.5054 2.88117 8.75529 19.4534 2.55956 4.72586 1.31379 7.61791
internal_weight=0 51719 1262 358 232 154 98 56 78 46 126 66 50457 27818 7851 5306 19967 490 111 4443 3788 198 70 3590 191 101 3399 1241 2158 779
internal_count=678013 51719 1262 358 232 154 98 56 78 46 126 66 50457 27818 7851 5306 19967 490 111 4443 3788 198 70 3590 191 101 3399 1241 2158 779
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=772 2 2 868441 2 606208 1
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=31
num_cat=7
split_feature=12 11 13 3 13 1 1 14 9 12 12 12 14 12 13 8 12 13 1 6 11 0 11 14 11 11 10 12 1 1
split_gain=67528.1 96410.1 471732 337725 333171 2.29076e+06 560050 4.21433e+06 235362 227832 197343 333954 148467 132330 125928 221452 207680 355259 2.97188e+06 538594 1.03866e+06 454197 440777 302283 410856 293308 201270 199817 126775 111315
threshold=19.500000000000004 3.5000000000000004 0 1.0000000180025095e-35 1 1.0000000180025095e-35 1.0000000180025095e-35 2 1.0000000180025095e-35 29.500000000000004 28.500000000000004 21.500000000000004 3 22.500000000000004 4 1.0000000180025095e-35 20.500000000000004 5 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 9 2 9 2 2 1 2 2 2 2 1 2 9 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2
left_child=-1 14 10 4 5 8 -6 -8 9 12 11 -3 -4 -7 15 26 17 18 19 -16 -21 -19 -23 -24 -25 -26 27 28 -2 -29
right_child=1 2 3 -5 6 13 7 -9 -10 -11 -12 -13 -14 -15 16 -17 -18 21 -20 20 -22 22 23 24 25 -27 -28 29 -30 -31
leaf_value=-0.0042091644403781788 -1.3362012997593569 9.7384032820210322 0.70785349517229545 10.946327438354494 0.5212580877509746 -23.288234370095392 44.550175348917648 -4.5869679614901546 10.254501312255861 8.2958502322435379 15.539295715635474 -1.3610412010680075 -4.065644756704569 -14.461639181772867 -0.5450036871551287 -9.83299681223356 -0.032873160170847071 -0.92771204152997522 36.487546664017898 19.086107813793681 -0.61377929300069811 5.3999137184836652 -0.77848351156711582 16.415853553771974 -1.5989807734413752 12.047525533040364 6.2202345715012664 -0.048332758508256871 -5.1648713218922522 3.3605296722480227
leaf_weight=666326 736 66 251 30 1092 35 24 64 25 32 22 46 88 33 303 26 5945 1023 26 46 64 286 400 25 63 21 43 662 98 112
leaf_count=666326 736 66 251 30 1092 35 24 64 25 32 22 46 88 33 303 26 5945 1023 26 46 64 286 400 25 63 21 43 662 98 112
internal_value=0 0.238265 0.909643 0.429123 0.239814 -2.00548 1.13013 8.81407 0.86294 0.230085 6.40272 5.1797 -0.531285 -19.0047 0.115394 -0.671847 0.276836 1.09385 3.61296 1.63085 7.62436 0.463124 2.25867 0.493645 5.16201 1.81265 -0.531647 -0.712201 -1.78609 0.444939
internal_weight=0 11687 1808 1674 1644 464 1180 88 396 371 134 112 339 68 9879 1677 8202 2257 439 413 110 1818 795 509 109 84 1651 1608 834 774
internal_count=678013 11687 1808 1674 1644 464 1180 88 396 371 134 112 339 68 9879 1677 8202 2257 439 413 110 1818 795 509 109 84 1651 1608 834 774
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=569352 1048740 2 2 6281 1089572 2
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=31
num_cat=8
split_feature=11 13 5 1 12 14 6 12 12 14 14 12 12 8 12 12 12 13 12 12 3 14 14 12 12 12 9 6 14 12
split_gain=55388.7 2.13495e+06 1.8573e+07 3.33389e+06 4.29688e+07 2.1469e+06 1.85239e+06 6.78693e+06 3.58179e+07 2.81634e+08 3.17245e+06 7.97081e+06 7.52741e+06 1.6551e+06 2.2972e+07 4.85129e+07 2.39415e+06 2.0503e+06 2.574e+06 4.43261e+06 6.04414e+06 5.4416e+06 1.51135e+06 5.75983e+06 2.5902e+06 1.96484e+06 1.07975e+06 1.1579e+06 1.85175e+06 3.59367e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1 1.0000000180025095e-35 6.5000000000000009 5.5000000000000009 2 3 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 11.500000000000002 13.500000000000002 9.5000000000000018 4 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5 6 7.5000000000000009 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 7 8.5000000000000018
decision_type=2 9 2 2 2 1 2 2 2 1 1 2 2 2 2 2 2 9 2 2 2 1 1 2 2 2 2 2 1 2
left_child=1 2 3 6 -5 -6 13 8 10 -10 11 -8 -12 17 16 -16 -15 18 19 -1 -21 -22 23 -9 25 -24 27 -3 -29 -30
right_child=-2 26 -4 4 5 -7 7 22 9 -11 12 -13 -14 14 15 -17 -18 -19 -20 20 21 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-1.7360397175045834 0.012136363664089649 0.1311692212484927 91.43520973798536 142.42215012260107 -26.293830764994905 2.1728253221511844 -0.12032594318631329 -56.565533701578772 382.55482690984559 -24.967066599871661 -1.7695088157794574 -69.435473778134309 35.890571917909561 -0.65238243389403694 166.68950881958008 -34.550920569378398 -26.08833880323045 -1.6627895415334379 -0.82869137372569135 -31.301419830322267 -3.052088737487793 37.458612351190474 2.0089701961463606 -2.7737282372269956 -1.3360069397444367 25.219258524576826 -1.6898388768676211 -1.6098089111150058 -1.3279596292498366 1.5201369172051518
leaf_weight=163 574056 63897 23 23 34 120 79 21 22 74 271 21 66 174 25 23 47 3294 487 20 45 126 71 382 465 75 4523 11606 9402 8378
leaf_count=163 574056 63897 23 23 34 120 79 21 22 74 271 21 66 174 25 23 47 3294 487 20 45 126 71 382 465 75 4523 11606 9402 8378
internal_value=0 -0.0671915 1.73836 1.40454 14.9291 -4.11202 1.00228 3.97908 13.1149 68.4234 0.964737 -14.6765 5.60606 -0.0433903 7.55725 70.2618 -6.06184 -0.537845 3.84238 10.3769 20.7142 26.7979 -0.823079 -5.57678 2.31234 13.9321 -0.180901 -0.107757 -0.627279 0.0140737
internal_weight=0 103957 6151 6128 177 154 5951 1547 533 96 437 100 337 4404 269 48 221 4135 841 354 191 171 1014 403 611 146 97806 93283 29386 17780
internal_count=678013 103957 6151 6128 177 154 5951 1547 533 96 437 100 337 4404 269 48 221 4135 841 354 191 171 1014 403 611 146 97806 93283 29386 17780
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=4130 2 2 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=31
num_cat=7
split_feature=5 13 12 13 11 12 12 11 11 13 14 12 12 14 11 12 11 13 11 12 12 12 12 13 11 12 12 11 12 12
split_gain=65993.2 572056 3.22729e+06 463830 4.5865e+06 2.95356e+07 363990 834021 320598 1.14811e+06 374088 340938 273868 279849 231785 223363 195992 169427 218564 1.11222e+06 171815 89349.7 158955 82513.8 177306 298219 100485 72029.1 68270.3 265630
threshold=1.0000000180025095e-35 0 8.5000000000000018 1 1.0000000180025095e-35 8.5000000000000018 16.500000000000004 2.5000000000000004 1.5000000000000002 2 3 10.500000000000002 11.500000000000002 4 1.0000000180025095e-35 15.500000000000002 2.5000000000000004 5 3.5000000000000004 2.5000000000000004 1.5000000000000002 18.500000000000004 20.500000000000004 6 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009
decision_type=2 9 2 9 2 2 2 2 2 9 1 2 2 1 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 16 -8 9 10 15 23 13 -13 -12 27 -6 18 19 -10 -20 -14 -23 26 25 -25 -11 -5 29 -19
right_child=1 3 -4 8 6 -7 7 -9 17 11 14 12 21 -15 -16 -17 -18 28 20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0023911354585334547 -31.5541850240607 92.610329329286301 3.9113504192497164 -5.8799933464296403 0.50593664201823152 -33.177762237964195 -2.30088720884588 23.168368954658508 25.004957864595497 0.45523064443208644 -20.196116932427014 1.9015593602632483 -0.53236376696276932 14.343485273163896 -9.2792751211572337 -12.947695028370825 -3.5083223961731971 -0.57358688382843459 -6.4488670567103803 1.2277941929943423 0.93423393878274918 9.3450834924424147 -0.9322500989717597 -15.776424766309333 -1.7160378005997889 -1.2968836913108825 -4.236266138495469 0.78485755521584966 -0.05616541943043786 -6.9665796983886414
leaf_weight=673966 38 35 79 31 220 40 36 20 23 103 41 48 348 29 37 29 272 534 35 136 317 27 34 33 58 25 82 34 1229 74
leaf_count=673966 38 35 79 31 220 40 36 20 23 103 41 48 348 29 37 29 272 534 35 136 317 27 34 33 58 25 82 34 1229 74
internal_value=0 -0.402635 -7.00836 -0.187665 2.29357 25.5233 -0.843836 6.79528 -0.660606 -2.20325 -9.35413 -0.515013 1.11645 6.58748 -15.0176 -5.64976 -1.71333 -0.0333534 1.55957 4.66726 0.200119 0.0864503 3.61673 -3.16631 -5.17916 -9.53524 -1.54095 -2.39376 -0.482322 -1.35168
internal_weight=0 4047 117 3930 623 75 548 56 3307 959 172 787 486 77 78 94 492 2348 511 159 352 409 61 301 116 58 185 65 1837 608
internal_count=678013 4047 117 3930 623 75 548 56 3307 959 172 787 486 77 78 94 492 2348 511 159 352 409 61 301 116 58 185 65 1837 608
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=327744 131104 51329 2 2 2049 16
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=31
num_cat=7
split_feature=12 5 13 12 11 12 11 13 12 12 14 12 12 11 13 11 12 14 12 12 12 12 12 12 12 13 12 12 12 14
split_gain=56768.6 77176.4 1.42103e+06 3.2694e+07 1.36701e+06 2.99434e+06 754162 1.24158e+06 1.41274e+06 662282 319001 442519 296446 189072 196906 309004 733091 820067 452230 459030 437738 306923 305770 769628 226416 220809 328878 183137 279025 192501
threshold=19.500000000000004 1.0000000180025095e-35 0 8.5000000000000018 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 1 8.5000000000000018 4.5000000000000009 2 15.500000000000002 11.500000000000002 2.5000000000000004 3 3.5000000000000004 16.500000000000004 4 10.500000000000002 8.5000000000000018 1.5000000000000002 10.500000000000002 2.5000000000000004 6.5000000000000009 11.500000000000002 5 1.0000000180025095e-35 13.500000000000002 5.5000000000000009 6
decision_type=2 2 9 2 2 2 2 9 2 2 1 2 2 2 9 2 2 1 2 2 2 2 2 2 2 9 2 2 2 1
left_child=1 -1 3 -3 5 -5 7 -4 9 -9 11 -10 -12 -8 15 16 17 22 19 20 -19 -16 -15 -24 -23 26 -17 28 -28 -30
right_child=-2 2 6 4 -6 -7 13 8 10 -11 12 -13 -14 14 21 25 -18 18 -20 -21 -22 24 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0012561144154293823 0.21846388519947274 117.3160462697347 -0.018661209034593139 -44.248215086371815 -0.56582568282975221 0.074925046648297994 -1.156907522709776 -9.5999975919723521 3.2241545241556047 -25.729605458912097 -4.2965913055712983 -12.768866088173606 -18.252476609271508 -11.334242439270021 -4.3826633754464766 11.814080367549774 19.265691947937015 16.057179393768312 -1.1152498431322051 23.751098168414572 2.4105467210736191 9.0183909323907674 12.277698597378201 -1.8188558687409053 -0.23074956597575086 -1.41201164945681 -2.2032777891054258 -6.0484638893243039 7.8014868184744603 -0.95439551108413279
leaf_weight=662460 11687 24 355 27 107 35 1305 46 81 57 45 22 23 25 194 31 26 40 41 23 57 31 45 278 181 524 91 33 83 36
leaf_count=662460 11687 24 355 27 107 35 1305 46 81 57 45 22 23 25 194 31 26 40 41 23 57 31 45 278 181 524 91 33 83 36
internal_value=0 -0.00385597 -0.449356 7.69932 -7.41197 -19.2271 -0.896056 -4.05073 -8.94753 -18.5261 -3.70124 -0.19183 -9.01696 -0.247129 0.435597 1.02006 2.88719 2.05056 7.95179 11.0497 8.03802 -1.47219 -0.679602 0.14506 1.12172 -0.218935 2.0398 0.876821 1.96508 5.15265
internal_weight=0 666326 3866 193 169 62 3673 629 274 103 171 103 68 3044 1739 1333 535 509 161 120 97 406 348 323 212 798 274 243 210 119
internal_count=678013 666326 3866 193 169 62 3673 629 274 103 171 103 68 3044 1739 1333 535 509 161 120 97 406 348 323 212 798 274 243 210 119
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=8224 524304 2 1181713 2 1050624 2
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=31
num_cat=8
split_feature=12 2 13 12 11 14 11 11 12 11 14 14 13 6 11 13 12 11 12 12 12 13 11 11 3 13 9 12 11 12
split_gain=56485.6 335755 831834 6.91646e+06 2.35606e+07 2.47255e+06 1.11404e+07 1.71495e+06 714355 537382 561760 331642 2.15268e+06 2.46942e+06 7.47622e+06 7.45001e+06 6.31682e+06 5.62588e+06 1.04982e+07 3.81699e+06 2.20978e+06 4.44932e+06 1.19851e+07 6.59404e+06 1.93812e+06 4.38352e+06 1.42839e+07 2.4826e+07 5.91808e+07 2.86904e+06
threshold=3.5000000000000004 1.0000000180025095e-35 0 2.5000000000000004 2.5000000000000004 1 3.5000000000000004 3.5000000000000004 2.5000000000000004 2.5000000000000004 2 3 4 1.0000000180025095e-35 2.5000000000000004 5 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 6 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 7 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 2.5000000000000004
decision_type=2 2 9 2 2 1 2 2 2 2 1 1 9 2 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 2
left_child=1 11 3 5 -5 6 -3 -7 -4 -10 -11 -1 13 24 -15 17 20 18 -16 -20 -17 22 -22 -23 25 26 -13 28 -28 -26
right_child=-2 2 8 4 -6 7 -8 -9 9 10 -12 12 -14 14 15 16 -18 -19 19 -21 21 23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.10358888401705679 0.021232338350555529 -0.092003331364703789 -0.78242745049706652 -11.104135216165472 98.272546854326805 0.54397625605265298 -72.348139014610879 27.669899808443514 -1.571433090955106 -11.254125422762151 -3.3337531307910355 2.1647511543229569 -0.39917481951033806 -0.7937623066509395 70.099647739955358 3.8139357253534714 -1.9743342709486762 1.6955287848953653 -3.680898339407785 26.942279278031933 -8.1185440063476566 21.195994916571394 56.394850218141237 -1.9870662846368798 0.32481804850767299 -1.2551777722618613 -18.152642374453336 -31.934949366251629 211.2620694550601 3.9157566945562103
leaf_weight=108646 439605 119 2442 54 31 225 26 26 343 171 188 602 89479 2938 49 398 874 113 56 149 46 227 77 267 16572 11651 23 24 22 2570
leaf_count=108646 439605 119 2442 54 31 225 26 26 343 171 188 602 89479 2938 49 398 874 113 56 149 46 227 77 267 16572 11651 23 24 22 2570
internal_value=0 -0.0392176 -0.994277 2.84448 28.7862 -2.65199 -13.0483 3.35383 -1.58557 -4.402 -7.10641 -0.0244717 -0.134775 0.510573 2.53079 6.86038 4.235 19.7208 28.5163 18.5769 9.62349 13.371 29.8417 8.49394 0.177242 -0.800976 6.99999 50.2002 94.0057 0.806937
internal_weight=0 238408 3625 481 85 396 145 251 3144 702 359 234783 126137 36658 5194 2256 1889 367 254 205 1015 617 123 494 31464 12322 671 69 45 19142
internal_count=678013 238408 3625 481 85 396 145 251 3144 702 359 234783 126137 36658 5194 2256 1889 367 254 205 1015 617 123 494 31464 12322 671 69 45 19142
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=557664 2 2 2 1135370 4608 16384 65792
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=31
num_cat=4
split_feature=11 13 12 11 12 14 3 6 0 8 3 14 0 6 9 2 12 3 12 0 12 14 12 6 3 12 12 12 12 1
split_gain=66653.4 277037 481535 3.0828e+06 1.18116e+07 1.2577e+07 1.77093e+07 2.9499e+07 7.43517e+07 9.24126e+06 1.73715e+06 3.20459e+06 2.8406e+06 7.73551e+06 971564 702493 2.24272e+06 488260 6.17491e+06 478262 993027 1.12474e+06 688955 586563 646450 625380 436466 319098 298179 572758
threshold=2.5000000000000004 0 3.5000000000000004 3.5000000000000004 1.5000000000000002 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 2.5000000000000004 3 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 9.5000000000000018 1.5000000000000002 11.500000000000002 1.0000000180025095e-35
decision_type=2 9 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 10 6 7 8 -6 14 11 12 13 -5 19 17 -17 28 26 22 21 27 -2 24 -24 -25 -19 -21 -4 -30
right_child=1 -3 15 4 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 20 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.028473539454703226 0.41374319395490577 -0.02171510177143968 -1.5375634722164699 -72.785099646449098 198.92480650205871 -1.0036954992347293 0.36171804287216885 -6.2529201420870697 3.4008901456507239 -55.637038016319281 -0.81026428775920278 0.22946235684884919 -4.1059227413601347 0.64883546095628009 -20.431951495317314 -30.827814657037909 2.8962320755939093 -1.8149409224535971 -42.913213047228368 8.8164057493209835 -7.998748974311046 27.202582037037814 -14.344781405131023 -6.7430958429972341 -4.0767293044498993 10.692626746495565 9.4392111828452663 -7.2853807067871088 1.2033104631579787 -12.423053988814354
leaf_weight=371296 749 301259 1750 32 37 189 88 44 41 32 287 90 36 26 26 33 49 370 38 32 39 29 75 36 336 48 38 20 856 32
leaf_count=371296 749 301259 1750 32 37 189 88 44 41 32 287 90 36 26 26 33 49 370 38 32 39 29 75 36 336 48 38 20 856 32
internal_value=0 -0.0345207 -0.739944 0.36264 5.05138 17.7109 34.5541 59.2174 96.1494 -2.506 -5.67295 -13.2577 -26.1709 -39.8664 -1.28284 -1.54049 -10.6756 -1.29759 -4.35771 -0.917823 5.11118 11.4234 -1.4994 -4.39423 -5.95046 3.22017 -0.76676 2.62341 -0.780227 0.71227
internal_weight=0 306717 5458 2292 870 399 210 122 78 1422 471 184 94 58 1390 3166 82 3084 446 1364 120 81 1244 495 411 84 408 52 2638 888
internal_count=678013 306717 5458 2292 870 399 210 122 78 1422 471 184 94 58 1390 3166 82 3084 446 1364 120 81 1244 495 411 84 408 52 2638 888
cat_boundaries=0 1 2 3 4
cat_threshold=65570 2 2 2
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=31
num_cat=12
split_feature=7 12 13 12 12 12 11 13 14 11 13 14 11 13 12 11 13 11 12 13 11 13 14 12 11 11 12 11 13 14
split_gain=61527.9 212731 1.32132e+06 1.84974e+06 2.30566e+06 2.48648e+06 7.92712e+06 9.96759e+06 1.78266e+07 2.17985e+07 2.30752e+06 6.42509e+06 1.80523e+06 1.06915e+06 1.56207e+06 2.64318e+06 945218 724149 698679 2.97923e+06 1.55162e+06 6.03656e+06 2.44871e+06 2.0338e+07 1.65765e+07 3.08059e+06 5.06041e+06 2.29864e+06 1.71142e+06 7.60823e+06
threshold=1.0000000180025095e-35 5.5000000000000009 0 1.5000000000000002 3.5000000000000004 4.5000000000000009 2.5000000000000004 1 2 3.5000000000000004 3 4 3.5000000000000004 5 1.0000000180025095e-35 2.5000000000000004 6 1.0000000180025095e-35 8.5000000000000018 7 2.5000000000000004 8 9 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 10 11
decision_type=2 2 9 2 2 2 2 9 1 2 9 1 2 9 2 2 9 2 2 9 2 9 1 2 2 2 2 2 9 1
left_child=-1 2 3 13 -5 6 10 8 12 -10 11 -6 -8 14 15 -2 17 -7 19 20 21 22 23 24 -3 -24 -27 -28 -22 -30
right_child=1 18 -4 4 5 16 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 28 -23 25 -25 -26 26 27 -29 29 -31
leaf_value=-0.0088289043508955108 4.5760495559028964 -11.900040397644043 -0.63195742260839372 -2.1260671410077134 48.942538155449768 25.521112861633302 -10.294403661761368 -1.8825711457126113 83.381695135708526 -26.086151123046875 -1.8417364517536041 -2.0285155694695969 19.095188117749764 2.7998846910822399 2.9122369767370682 39.494263876938241 -1.8867311975626011 4.3484227498372396 -0.041031169805085338 -0.84901375086589759 0.36785482872189501 -2.2591230041765544 33.199764360700335 -3.3099062857868007 97.14962249424147 -6.1074843790521269 -4.8470280614392509 27.757586203182445 12.991829087849361 -0.041570476540030307
leaf_weight=624618 46 20 15837 2515 36 20 57 156 87 23 755 79 33 1761 105 41 1110 84 21314 4518 752 1674 35 139 46 241 29 85 849 948
leaf_count=624618 46 20 15837 2515 36 20 57 156 87 23 755 79 33 1761 105 41 1110 84 21314 4518 752 1674 35 139 46 241 29 85 849 948
internal_value=0 0.103011 -0.128695 1.0245 -0.00134781 2.18868 5.36528 17.9356 31.8933 60.493 0.221552 12.8134 0.48178 3.63243 10.572 21.0318 -1.01932 7.68149 0.274958 0.996357 2.72293 0.826514 9.38797 18.3942 64.1043 4.89466 2.10402 19.4634 4.42172 6.08227
internal_weight=0 53395 22745 6908 4955 2440 1226 356 200 110 870 115 90 1953 192 87 1214 104 30650 9336 4818 2269 595 205 66 390 355 114 2549 1797
internal_count=678013 53395 22745 6908 4955 2440 1226 356 200 110 870 115 90 1953 192 87 1214 104 30650 9336 4818 2269 595 205 66 390 355 114 2549 1797
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=369428 16 2 41216 2 327684 8192 3823628 4096 2 22528 2
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=31
num_cat=9
split_feature=11 13 12 12 3 12 11 11 12 14 12 14 11 14 13 11 12 4 11 14 12 12 14 6 13 14 12 12 11 11
split_gain=64467.8 266359 626043 858165 4.73341e+06 1.99508e+06 3.81825e+06 2.88703e+06 4.96204e+06 5.76943e+06 4.06531e+06 3.85014e+06 2.43419e+06 2.79995e+06 1.53304e+06 1.44513e+07 2.2272e+07 1.63047e+06 1.70302e+07 2.69606e+07 5.9581e+07 3.418e+06 1.38105e+06 958375 2.55961e+06 5.16655e+06 1.0509e+07 1.17726e+07 1.42405e+07 1.63728e+07
threshold=2.5000000000000004 0 9.5000000000000018 5.5000000000000009 1.0000000180025095e-35 8.5000000000000018 3.5000000000000004 4.5000000000000009 6.5000000000000009 1 7.5000000000000009 2 3.5000000000000004 3 4 3.5000000000000004 7.5000000000000009 1.0000000180025095e-35 3.5000000000000004 5 7.5000000000000009 7.5000000000000009 6 1.0000000180025095e-35 7 8 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004
decision_type=2 9 2 2 2 2 2 2 2 1 2 1 2 1 9 2 2 2 2 1 2 2 1 2 9 1 2 2 2 2
left_child=-1 2 3 23 14 6 -6 8 11 -10 -11 -8 13 -7 15 16 -5 -16 19 21 -21 -19 -20 -2 -25 26 27 -26 29 -29
right_child=1 -3 -4 4 5 12 7 -9 9 10 -12 -13 -14 -15 17 -17 -18 18 22 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.027997752264138864 -0.053582171884142264 -0.090248782700780183 -0.39749931828195217 107.27524599884497 -3.1193499162638263 12.968055415683324 23.350437426929417 -0.11062326062374608 -5.5775004085741546 4.5508027476649131 43.091057197415097 0.85756970029888735 7.3900379515530776 52.024706366754344 -0.27374556787439402 -3.157587996660653 -4.3484142205654051 -45.949615722656254 0.36373017673761077 158.36848472595216 -20.288639384678433 6.3419073181152346 -13.185151619911194 6.1293369149396772 -2.637042315127486 -3.6657359676100398 -1.080265361721185 -5.1207344242783845 -2.0949873238555656 54.621149764157636
leaf_weight=371296 46337 224712 18174 33 481 45 329 349 266 62 49 99 171 31 10178 295 39 25 142 40 35 25 160 925 236 1756 1356 61 121 185
leaf_count=371296 46337 224712 18174 33 481 45 329 349 266 62 49 99 171 31 10178 295 39 25 142 40 35 25 160 925 236 1756 1356 61 121 185
internal_value=0 -0.0339551 0.120298 0.267745 0.997938 5.63135 4.36586 7.48577 10.7791 2.41378 21.5641 18.1476 14.0082 28.8991 0.20318 6.46951 46.8124 -0.0197563 6.03389 37.0756 74.9952 -19.8039 -6.81449 0.0836246 1.45383 0.27244 3.80392 14.7873 25.992 39.8071
internal_weight=0 306717 82005 63831 12854 1882 1635 1154 805 377 111 428 247 76 10972 367 72 10605 427 125 75 50 302 50977 4640 3715 1959 603 367 246
internal_count=678013 306717 82005 63831 12854 1882 1635 1154 805 377 111 428 247 76 10972 367 72 10605 427 125 75 50 302 50977 4640 3715 1959 603 367 246
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2363465 2 2 2 64 2 2 4096 2
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=31
num_cat=9
split_feature=11 1 13 12 12 12 12 14 14 14 13 12 12 12 12 12 12 12 12 14 13 12 12 12 14 12 14 12 12 12
split_gain=63817.4 424654 2.21221e+06 1.46195e+07 3.72168e+07 6.3933e+06 4.48292e+07 1.69503e+08 1.3253e+07 2.40456e+06 1.88319e+06 3.72324e+06 1.57085e+07 1.86151e+06 2.8762e+06 1.74286e+06 1.45827e+06 1.1677e+06 7.00535e+06 1.27474e+06 952915 5.19124e+06 1.03088e+06 1.01635e+06 1.16246e+06 868230 1.29806e+06 2.20288e+06 710429 1.67412e+06
threshold=3.5000000000000004 1.0000000180025095e-35 0 17.500000000000004 18.500000000000004 17.500000000000004 18.500000000000004 1 2 3 4 1.5000000000000002 1.0000000180025095e-35 11.500000000000002 13.500000000000002 15.500000000000002 20.500000000000004 5.5000000000000009 4.5000000000000009 5 6 16.500000000000004 5.5000000000000009 1.0000000180025095e-35 7 11.500000000000002 8 7.5000000000000009 2.5000000000000004 3.5000000000000004
decision_type=2 2 9 2 2 2 2 1 1 1 9 2 2 2 2 2 2 2 2 1 9 2 2 2 1 2 1 2 2 2
left_child=-1 -2 3 28 -5 10 7 -7 -8 -6 11 12 -4 17 -15 -16 -10 18 19 -13 21 22 -12 24 -22 26 -24 -28 -3 -30
right_child=1 2 5 4 9 6 8 -9 16 -11 20 13 -14 14 15 -17 -18 -19 -20 -21 23 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=-0.016726649646203906 0.028726521577490685 -5.1883400545439908 -25.802703120491721 -148.23962783813477 27.919306216032609 274.11252719334192 -46.338213769320788 -55.987453482491631 24.899433379477642 -17.328420550127827 -4.7147520047530795 8.5346163325839566 92.392051381650177 38.093626891242131 -8.4528807466680345 26.561896178835912 3.2481852663680915 -5.8092440731917758 58.801559044065925 -20.209477551778161 -1.5871704167333143 -51.892548479352683 -1.9322960499967081 0.59760940528915307 16.73207642034043 -2.7903242724680766 -4.8365644956889904 25.224363562640022 20.10526435527396 0.49843999439910136
leaf_weight=522892 150926 179 22 24 23 28 58 35 47 24 456 27 23 36 44 21 92 158 21 36 58 21 89 1670 86 171 38 68 47 593
leaf_count=522892 150926 179 22 24 23 28 58 35 47 24 456 27 23 36 44 21 92 158 21 36 58 21 89 1670 86 171 38 68 47 593
internal_value=0 0.0563111 1.04874 -3.3552 -46.9224 2.23805 17.2965 90.7236 -6.18533 4.81408 0.959624 7.37303 34.6079 4.0149 15.4183 2.85959 10.5691 -0.744357 8.78245 -7.89058 -0.00465413 -2.76357 -1.54207 1.28559 9.35349 2.41079 6.97176 14.4478 0.38072 1.93832
internal_weight=0 155121 4195 890 71 3305 260 63 197 47 3045 388 45 343 101 65 139 242 84 63 2657 843 822 1814 144 366 195 106 819 640
internal_count=678013 155121 4195 890 71 3305 260 63 197 47 3045 388 45 343 101 65 139 242 84 63 2657 843 822 1814 144 366 195 106 819 640
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=6776 2 2 2 49280 2 1048576 2 2
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=31
num_cat=9
split_feature=11 13 12 12 7 14 13 3 3 2 3 14 12 13 13 12 7 12 8 11 14 13 12 12 13 0 2 6 7 10
split_gain=59327.6 254165 2.33767e+06 2.75348e+06 6.37602e+06 5.36239e+06 4.50656e+06 6.37843e+06 823788 531255 500109 472339 560133 1.04827e+06 478105 375191 844812 817462 306419 287103 1.42101e+06 4.97875e+06 4.53074e+06 1.0519e+07 8.38073e+07 9.66949e+07 4.87853e+07 1.5203e+07 9.85114e+06 7.63955e+06
threshold=2.5000000000000004 0 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 4 5 7.5000000000000009 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 6 7 7.5000000000000009 6.5000000000000009 8 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 2 1 9 2 2 2 2 1 2 9 9 2 2 2 2 2 1 9 2 2 9 2 2 2 2 2
left_child=-1 2 3 4 11 6 7 -5 9 15 -7 14 -13 -14 -2 16 17 18 -4 20 -3 22 23 -22 25 27 -26 28 29 -25
right_child=1 19 8 5 -6 10 -8 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.026870632218569598 0.52591266986386331 -0.42766678083747345 2.4559996452454338 -10.341923042823529 47.191128665003284 -10.627053887503488 3.5483720874110016 41.874950440461973 -4.1751105703619631 -10.082478053772704 0.4748141941271331 -1.7972545382002711 12.376411053142718 -0.33408927019904644 -5.1281650500314049 -1.0588542343435547 -5.0101565390518035 17.836626385627909 15.354084644317627 0.053717992215195423 1.0603921129634482 -0.8783532079446239 -0.41637471822958816 71.121257001504134 -2.162479988595714 150.76294454248941 88.651267930327876 -11.833643556252504 -4.1791718426872704 7.3932655016581226
leaf_weight=371296 313 80070 233 29 29 63 131 121 759 47 114 213 103 160 279 477 97 47 20 154215 23413 26717 16746 87 1955 82 61 78 34 24
leaf_count=371296 313 80070 233 29 29 63 131 121 759 47 114 213 103 160 279 477 97 47 20 154215 23413 26717 16746 87 1955 82 61 78 34 24
internal_value=0 -0.0325611 0.847766 3.6445 0.925521 10.157 18.7447 29.7935 -1.73583 0.274393 -3.4767 -0.330755 2.01455 5.10167 -2.2165 0.831341 3.10243 5.7255 3.47561 -0.0419716 -0.140836 0.191065 0.863659 1.69696 8.11827 56.0712 0.582467 23.7662 42.9165 57.3422
internal_weight=0 306717 3235 1555 1097 458 281 150 1680 921 177 1068 476 263 592 874 397 300 253 303482 149267 69197 42480 25734 2321 305 2016 223 145 111
internal_count=678013 306717 3235 1555 1097 458 281 150 1680 921 177 1068 476 263 592 874 397 300 253 303482 149267 69197 42480 25734 2321 305 2016 223 145 111
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2359296 2 2097152 2 2097152 262144 2 1096021 4164
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=31
num_cat=13
split_feature=7 12 13 12 13 14 11 12 13 12 14 11 11 13 13 12 14 13 11 11 11 13 11 12 12 14 13 13 12 11
split_gain=58433.3 193323 1.14128e+06 645215 1.49649e+06 1.23912e+06 779246 642177 2.05081e+06 3.55453e+06 4.29857e+06 4.37857e+06 7.26312e+06 632213 605752 3.33543e+06 5.58022e+06 1.34476e+07 1.36678e+07 1.90426e+07 4.74923e+06 4.20131e+06 1.31441e+06 963746 987364 1.83825e+06 2.36189e+06 1.30089e+06 4.32168e+06 5.73525e+06
threshold=1.0000000180025095e-35 5.5000000000000009 0 4.5000000000000009 1 2 2.5000000000000004 1.5000000000000002 3 1.0000000180025095e-35 4 2.5000000000000004 1.5000000000000002 5 6 6.5000000000000009 7 8 3.5000000000000004 2.5000000000000004 1.5000000000000002 9 2.5000000000000004 6.5000000000000009 8.5000000000000018 10 11 12 7.5000000000000009 2.5000000000000004
decision_type=2 2 9 2 9 1 2 2 9 2 1 2 2 9 9 2 1 9 2 2 2 9 2 2 2 1 9 9 2 2
left_child=-1 2 7 -4 5 -5 -7 8 9 -2 -11 12 -12 -9 15 16 17 18 19 20 -3 22 -18 -16 25 26 27 -25 29 -29
right_child=1 14 3 4 -6 6 -8 13 -10 10 11 -13 -14 -15 23 -17 21 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.008581753534909772 -4.283779266970841 -10.073563175201416 0.66230705883891716 -3.2353370920817057 -1.9374605750760119 16.042862195040271 1.4392748797381367 -0.69781757557148583 -1.3506177412408349 -5.9376789839127486 -8.4944127009465156 -4.7421526665781064 41.231701365238479 -2.8939835524539781 -2.3573088711285961 0.19741911143589319 9.0509253132727832 -2.1257383671468744 -6.4989708622799647 80.974760977829561 31.558100737648449 -2.6441741896610633 27.743449642040112 3.8818572461876926 -0.30533299983442663 -0.3932137961825754 -5.5899307984572193 -6.9088875770568849 -0.1640812032711432 33.667425747368284
leaf_weight=624618 199 40 12781 90 2224 113 54 2829 1693 85 39 51 119 2468 1753 12209 124 307 79 79 87 806 54 867 11839 1872 198 48 161 127
leaf_count=624618 199 40 12781 90 2224 113 54 2829 1693 85 39 51 119 2468 1753 12209 124 307 79 79 87 806 54 867 11839 1872 198 48 161 127
internal_value=0 0.100409 -0.120474 0.375592 -1.09992 5.9902 11.3207 -1.13122 0.309316 5.91703 13.0229 20.7342 28.9575 -1.72785 0.264325 0.755741 5.08576 12.7573 27.8854 42.4253 18.4458 0.47034 13.9386 -0.137712 0.119671 1.65698 4.39643 6.03636 11.3229 22.5379
internal_weight=0 53395 22745 15262 2481 257 167 7483 2186 493 294 209 158 5297 30650 13785 1576 592 285 206 127 984 178 16865 15112 3273 1401 1203 336 175
internal_count=678013 53395 22745 15262 2481 257 167 7483 2186 493 294 209 158 5297 30650 13785 1576 592 285 206 127 984 178 16865 15112 3273 1401 1203 336 175
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=2643977 8292 2 4096 2 540673 710824 2 135168 526336 2 3145749 21
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=31
num_cat=7
split_feature=12 11 8 13 14 0 1 12 12 7 6 12 1 14 13 12 12 12 13 8 10 12 12 13 14 0 7 9 0 6
split_gain=53248.6 85081.6 343547 376413 1.40338e+06 1.16607e+06 916560 1.00393e+06 840547 1.10674e+06 1.9401e+06 512969 338983 2.28443e+06 260447 207551 298051 111816 105393 169520 156047 323158 156045 283158 436048 645181 724770 995647 383495 359541
threshold=19.500000000000004 3.5000000000000004 1.0000000180025095e-35 0 1 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 2 3 21.500000000000004 23.500000000000004 20.500000000000004 4 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 20.500000000000004 5 6 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 1 9 2 2 2 9 2 2 2 2 9 1 2 2 2 2 2
left_child=-1 18 3 4 5 8 -6 -8 9 10 11 -3 14 -14 15 -5 -17 -7 19 20 -2 -22 23 24 25 26 27 29 -25 -20
right_child=1 2 -4 12 6 17 7 -9 -10 -11 -12 -13 13 -15 -16 16 -18 -19 22 -21 21 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0037298028334899523 -0.6171815743001654 -21.997747515042622 11.454339058399201 1.1879041838314799 0.43057666191687949 -1.7335479821731796 26.994935829298839 -1.0907075500488281 -1.9590251074208842 3.4582534713745119 -2.1287966225598312 -40.49043591886759 25.69699122731279 -3.728915883399345 0.57111133786425394 20.096344029903413 4.870803763137924 3.6494183001937444 26.27216881542671 -8.6023205500382645 14.819845626354217 -2.2342380714416503 -0.018041457562608439 -0.78625708443281195 -1.328427844764912 -0.51061855316162108 -5.1463667988777164 -1.9074883230801287 2.0968068541182641 13.028842200302496
leaf_weight=666326 1784 30 30 45 91 67 35 20 77 25 37 30 41 74 1059 20 36 91 41 26 20 25 5818 1050 113 85 24 29 823 41
leaf_count=666326 1784 30 30 45 91 67 35 20 77 25 37 30 41 74 1059 20 36 91 41 26 20 25 5818 1050 113 85 24 29 823 41
internal_value=0 0.211587 0.842288 0.663232 -1.63676 -5.0472 6.59035 16.782 -10.1397 -15.3029 -20.1383 -31.2441 1.57112 6.76206 1.07004 5.68227 10.3085 1.36677 0.0961597 -0.581325 -0.470482 5.34535 0.253191 0.969673 3.61223 6.31413 10.6112 14.0182 0.478015 19.6505
internal_weight=0 11687 1808 1778 503 357 146 55 199 122 97 60 1275 115 1160 101 56 158 9879 1855 1829 45 8024 2206 333 220 135 111 1873 82
internal_count=678013 11687 1808 1778 503 357 146 55 199 122 97 60 1275 115 1160 101 56 158 9879 1855 1829 45 8024 2206 333 220 135 111 1873 82
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1589284 2 2 4224 39049 1056768 2
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=31
num_cat=14
split_feature=11 12 12 13 14 13 0 11 13 2 12 11 13 9 12 14 12 13 7 13 11 14 14 11 11 14 13 0 13 13
split_gain=50877.6 249290 1.01139e+06 1.57632e+06 2.05265e+06 1.45054e+06 2.09493e+06 2.62356e+06 1.42553e+06 1.17573e+06 2.92728e+06 5.89927e+06 848139 754374 2.70668e+06 6.32539e+06 732518 1.03472e+06 874883 6.15454e+06 8.10369e+06 2.12761e+07 2.22926e+06 5.1682e+06 952821 1.16297e+06 704358 606149 2.93927e+06 1.78255e+06
threshold=2.5000000000000004 15.500000000000002 16.500000000000004 0 1 2 1.0000000180025095e-35 1.5000000000000002 3 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 4 1.0000000180025095e-35 17.500000000000004 5 14.500000000000002 6 1.0000000180025095e-35 7 1.0000000180025095e-35 8 9 1.5000000000000002 1.0000000180025095e-35 10 11 1.0000000180025095e-35 12 13
decision_type=2 2 2 9 1 9 2 2 9 2 2 2 9 2 2 1 2 9 2 9 2 1 1 2 2 1 9 2 9 9
left_child=1 16 3 4 5 6 7 -3 13 -10 11 -11 -6 -4 15 -15 27 -18 26 20 21 -20 23 -22 25 -21 -19 -1 -29 -30
right_child=-2 2 8 -5 12 -7 -8 -9 9 10 -12 -13 -14 14 -16 -17 17 18 19 24 22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.047006431099380894 -0.030155135449028189 -1.7183702831918541 0.98064694811515896 -1.0314093112294687 5.9390439829060453 2.7888727092751098 -0.76162350548638236 27.539484394186793 -0.65418101004153062 52.578068498883937 -1.6735174435649427 2.7513340511837523 -0.97973372984547202 6.8742940902709968 -0.33952375271835844 68.234799811953593 1.5937805428567871 -1.9146197492631392 -4.3828471518851613 -3.4802016809582712 34.698068237304689 75.385781310034574 -16.023568873251641 -8.06631089222582 -2.9970927102043028 -25.857075076633034 -0.3033361662469673 -0.9471569019106485 1.8930992480797408 0.36253214339784368
leaf_weight=246989 306717 44 5793 2371 183 4136 90 101 16453 35 197 74 2162 84 222 21 1695 6722 74 48 44 61 62 79 374 45 4569 15794 8853 53921
leaf_count=246989 306717 44 5793 2371 183 4136 90 101 16453 35 197 74 2162 84 222 21 1695 6722 74 48 44 61 62 79 374 45 4569 15794 8853 53921
internal_value=0 0.0248817 0.291849 1.18438 1.96525 3.24868 10.7646 18.6612 -0.0626429 -0.539632 5.60179 18.7507 -0.418655 1.2424 5.91742 19.1464 -0.000267567 -0.714595 -1.03901 2.18385 12.637 31.6608 -0.56208 7.23152 -5.13948 -14.3077 -1.26456 0.0299527 0.271884 0.578655
internal_weight=0 371296 31966 9087 6716 4371 235 145 22879 16759 306 109 2345 6120 327 105 339330 13773 12078 787 320 135 185 123 467 93 11291 325557 78568 62774
internal_count=678013 371296 31966 9087 6716 4371 235 145 22879 16759 306 109 2345 6120 327 105 339330 13773 12078 787 320 135 185 123 467 93 11291 325557 78568 62774
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1466585 2 1048576 1692266 16512 2 2383873 16 2 2 2 1114718 790628 10243
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=31
num_cat=9
split_feature=12 13 1 12 11 12 14 1 11 14 13 14 12 13 11 0 12 12 3 12 14 6 11 0 2 12 11 14 8 14
split_gain=54436.9 421116 1.51663e+06 5.07026e+06 703789 333792 815966 294841 3.61879e+06 1.13448e+07 1.84485e+06 1.72677e+07 623842 254960 373453 298537 247961 245656 215793 326406 600879 405107 483460 293608 201110 177270 343572 170595 164349 655029
threshold=18.500000000000004 0 1.0000000180025095e-35 19.500000000000004 3.5000000000000004 28.500000000000004 1 1.0000000180025095e-35 3.5000000000000004 2 3 4 20.500000000000004 5 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 29.500000000000004 1.0000000180025095e-35 19.500000000000004 6 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 2.5000000000000004 7 1.0000000180025095e-35 8
decision_type=2 9 2 2 2 2 1 2 2 1 9 1 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 1
left_child=-1 2 13 4 -4 6 -5 28 10 12 11 -9 -10 14 15 -2 -13 27 19 20 21 23 -23 -15 -21 -8 -27 -12 -3 -30
right_child=1 7 3 5 -6 -7 25 8 9 -11 17 16 -14 18 -16 -17 -18 -19 -20 24 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.004562476576296496 -11.469057941436768 0.04187821321031121 22.247873760791535 13.617815505133734 41.658459005048201 -11.255261533910579 -4.7526107361737422 87.220016601562506 -61.341545983516816 3.7279955171621766 -5.4138242083010475 -10.375439682006837 -39.293637084960942 -0.44975568297686003 0.10138357249488461 -0.20680871508842291 -0.63275826370831834 6.248415712209848 9.3467226427954611 -0.36182282543834676 -3.2160199458086041 3.8355540323257444 24.69494256591797 8.1436651706695553 9.8652643156051649 7.5325238715277782 -5.9011015805331146 -1.1583846334761254 -0.28785542057664604 13.252066718771102
leaf_weight=660902 52 13227 47 45 31 22 85 25 33 104 115 35 21 66 1444 43 103 39 37 498 79 20 25 100 20 45 33 521 149 47
leaf_count=660902 52 13227 47 45 31 22 85 25 33 104 115 35 21 66 1444 43 103 39 37 498 79 20 25 100 20 45 33 521 149 47
internal_value=0 0.176096 1.32171 7.93021 29.9623 0.45844 1.69739 -0.0386777 -1.69875 -15.5805 0.918575 10.1282 -52.7674 0.473474 -0.296247 -6.37141 -3.10373 -1.43419 1.8569 1.5369 4.22311 7.00838 15.4241 4.727 0.0330454 -1.59353 1.84907 -1.92784 0.0844729 2.95896
internal_weight=0 17111 2692 308 78 230 208 14419 996 158 838 163 54 2384 1539 95 138 675 845 808 290 211 45 166 518 163 78 636 13423 196
internal_count=678013 17111 2692 308 78 230 208 14419 996 158 838 163 54 2384 1539 95 138 675 845 808 290 211 45 166 518 163 78 636 13423 196
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=70561 2 2 1056768 2 4097 2 2 2
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=31
num_cat=7
split_feature=12 11 13 3 13 14 0 6 7 12 1 14 1 12 12 12 12 12 8 13 6 11 12 12 14 11 0 12 1 14
split_gain=53783.8 83247.5 356540 293341 256938 1.91942e+06 1.10975e+06 798740 1.5641e+06 965339 598334 3.94515e+06 539100 1.08515e+06 423371 366335 158843 281000 94803.5 86145.7 450754 421205 985051 4.71906e+06 301258 810788 1.58476e+06 300013 427595 2.99816e+06
threshold=19.500000000000004 3.5000000000000004 0 1.0000000180025095e-35 1 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 22.500000000000004 22.500000000000004 20.500000000000004 28.500000000000004 21.500000000000004 1.0000000180025095e-35 4 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 20.500000000000004 5 2.5000000000000004 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 6
decision_type=2 2 9 2 9 1 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 1
left_child=-1 18 16 4 5 6 7 8 9 15 -6 -12 13 -7 -14 -4 17 -3 19 20 24 22 23 -22 -2 -26 -27 28 -21 -30
right_child=1 2 3 -5 10 12 -8 -9 -10 -11 11 -13 14 -15 -16 -17 -18 -19 -20 27 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0037329126024987997 -0.42469228738614845 8.6871503167080171 -23.19523695508639 10.220076529184979 0.39282574409366533 -2.5780279865512603 0.67734383751045579 -2.6679377250599141 1.049581800188337 -8.6618578997942119 43.54039039611817 -4.0016097186133264 23.660642353008534 22.60492539839311 5.9028724060058595 -40.031915151221412 13.799758976156063 -1.4943459810122199 -2.9344153989763821 0.77816413030757214 3.2327455178285258 -1.50176149425574 2.1629983833857946 -56.512933292388915 0.27616644866326279 2.8747562431335449 26.43521756868105 -0.29086035374228075 41.30443282354446 0.76566509891757006
leaf_weight=666326 1654 66 24 30 1092 77 132 66 35 26 24 64 29 22 25 28 22 46 102 2944 39 566 49 20 595 125 37 3588 21 139
leaf_count=666326 1654 66 24 30 1092 77 132 66 35 26 24 64 29 22 25 28 22 46 102 2944 39 566 49 20 595 125 37 3588 21 139
internal_value=0 0.212663 0.836529 0.418194 0.241871 -1.73037 -6.27886 -11.4086 -16.5137 -24.3947 1.02339 8.96439 7.40216 3.01818 15.4395 -32.2611 5.61255 4.50546 0.0984869 0.130128 -0.30658 -2.59376 -8.31662 -17.02 0.331533 1.98384 8.25585 0.331413 1.05178 6.08638
internal_weight=0 11687 1808 1674 1644 464 311 179 113 78 1180 88 153 99 54 52 134 112 9879 9777 3085 674 108 59 2411 757 162 6692 3104 160
internal_count=678013 11687 1808 1674 1644 464 311 179 113 78 1180 88 153 99 54 52 134 112 9879 9777 3085 674 108 59 2411 757 162 6692 3104 160
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=569352 1048740 2 2 186505 2 2
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=31
num_cat=9
split_feature=11 12 13 2 12 12 12 12 2 13 12 12 14 13 14 12 12 12 12 12 12 12 14 14 12 14 12 8 12 13
split_gain=50300.2 398159 873942 8.56373e+06 1.30423e+07 1.11775e+08 4.66796e+06 1.64243e+06 1.423e+06 4.47188e+06 3.16373e+06 3.98149e+07 6.72332e+07 2.83618e+06 2.55121e+06 1.01433e+07 2.20817e+07 5.66422e+06 8.89902e+06 1.81385e+06 2.71595e+06 1.6733e+06 1.60861e+06 1.22511e+06 1.18639e+06 990428 897888 1.58308e+06 1.2318e+06 1.19811e+06
threshold=3.5000000000000004 13.500000000000002 0 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1 6.5000000000000009 7.5000000000000009 2 3 4 11.500000000000002 12.500000000000002 11.500000000000002 12.500000000000002 12.500000000000002 11.500000000000002 1.5000000000000002 5 6 11.500000000000002 7 2.5000000000000004 1.0000000180025095e-35 10.500000000000002 8
decision_type=2 2 9 2 2 2 2 2 2 9 2 2 1 9 1 2 2 2 2 2 2 2 1 1 2 1 2 2 2 9
left_child=-1 2 3 7 6 -6 25 -2 -4 21 -11 12 -12 19 15 -15 -17 -16 -19 20 -13 -10 -23 24 -7 -5 27 -9 29 -28
right_child=1 -3 8 4 5 23 -8 26 9 10 11 13 -14 14 17 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.01483781845631669 1.5723016542664565 0.48623973974401569 0.056469316414460249 -12.065325284004212 -195.50138676234656 -1.3751117889086406 31.198665322197812 -2.0722043534633667 10.660757748285931 0.18597741003353074 -13.443413698875299 -6.9979208445549013 136.89283681233724 -3.4405340875315873 5.2618713388042728 71.792051246984684 -8.8058527990905713 -74.436011710533734 10.956270947663681 9.39643664042155 -36.130988006591799 -28.204438382929023 -7.7912884543018963 5.3795323848724372 -23.95694519846063 1.5824048602391805 0.95639149062715689 -15.6461208041509 -1.9540602497433508 -1.0123379532635683
leaf_weight=522892 3933 18436 111722 92 35 60 45 1895 27 964 59 160 60 234 137 67 69 26 23 45 40 66 93 106 38 126 6751 90 4037 5685
leaf_count=522892 3933 18436 111722 92 35 60 45 1895 27 964 59 160 60 234 137 67 69 26 23 45 40 66 93 106 38 126 6751 90 4037 5685
internal_value=0 0.0500051 -0.008834 -0.572442 -13.4898 -30.3983 1.87571 -0.283094 0.104595 2.70256 4.16713 8.38397 62.3564 0.3656 4.30197 9.1821 30.9005 -5.17455 -34.3539 -8.40026 -12.8245 -11.7257 -16.2647 -2.07177 -10.1313 -4.17719 -0.678439 -2.68765 -0.436329 0.0563604
internal_weight=0 155121 136685 22893 502 239 263 22391 113792 2070 1884 920 119 801 556 370 136 186 49 245 200 186 159 204 98 218 18458 1985 16473 12436
internal_count=678013 155121 136685 22893 502 239 263 22391 113792 2070 1884 920 119 801 556 370 136 186 49 245 200 186 159 204 98 218 18458 1985 16473 12436
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=801044 16512 2 131104 2 2 2 2 274448
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=31
num_cat=8
split_feature=13 12 12 12 1 11 1 12 14 11 13 2 11 12 14 12 11 2 12 14 12 13 11 14 0 1 11 11 11 13
split_gain=58074.8 244013 828253 614155 541904 738887 472128 3.10418e+06 8.10703e+06 1.2871e+06 470778 908130 1.51053e+06 1.13758e+06 1.31915e+06 455188 1.67285e+06 2.08768e+06 2.31839e+06 3.49961e+06 1.5394e+06 1.25326e+07 8.1215e+07 2.17696e+08 6.61227e+06 6.11954e+06 4.46444e+06 7.36183e+06 2.0313e+06 2.94477e+06
threshold=0 16.500000000000004 17.500000000000004 13.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 18.500000000000004 1 3.5000000000000004 2 1.0000000180025095e-35 2.5000000000000004 14.500000000000002 3 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 8.5000000000000018 4 7.5000000000000009 5 2.5000000000000004 6 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 7
decision_type=9 2 2 2 2 2 2 2 1 2 9 2 2 2 1 2 2 2 2 1 2 9 2 1 2 2 2 2 2 9
left_child=-1 3 4 15 -3 -6 -4 8 -8 -9 11 -5 -13 -14 -15 -2 20 -18 19 -19 21 22 24 -24 -17 28 27 -27 -23 -30
right_child=1 2 6 10 5 -7 7 9 -10 -11 -12 12 13 14 -16 16 17 18 -20 -21 -22 25 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.016093359001984258 -0.045650016425035883 1.891207004763501 0.16109732773495913 -1.2824850142404227 -5.9292131614685069 16.515979062860662 -57.684037735882931 -1.8451024764623398 9.1227425749485302 16.452651615764786 0.08933721964373835 -4.1821022328876314 28.223612213134768 -4.2997754030449444 24.964931313196818 2.0511758858816966 -0.65892584543678134 2.4133394761519003 -4.3450906518381087 -49.076632343639034 0.35212455690482397 -3.8631711255952803 -76.83725260981808 314.56244923909503 -44.984716130557814 4.1346831483661006 -4.114354650790875 55.281502176920576 9.7316789211371013 0.66033852911849111
leaf_weight=520636 88475 2272 4835 7717 20 55 34 234 39 46 5520 84 36 43 24 140 8867 22 144 33 32829 865 27 30 38 53 52 60 380 4403
leaf_count=520636 88475 2272 4835 7717 20 55 34 234 39 46 5520 84 36 43 24 140 8867 22 144 33 32829 865 27 30 38 53 52 60 380 4403
internal_value=0 0.0532274 0.60851 0.0253079 2.16728 10.5306 -0.0966648 -3.6272 -21.9927 1.16096 -0.620075 -1.11422 5.77017 13.8866 6.1831 0.0888158 0.336962 -0.886259 -11.0157 -28.4806 0.622213 2.08827 24.245 129.163 -7.99019 1.14887 20.1338 31.2923 0.596279 1.40277
internal_weight=0 157377 7535 149842 2347 75 5188 353 73 280 13424 7904 187 103 67 136418 47943 9066 199 55 38877 6048 235 57 178 5813 165 113 5648 4783
internal_count=678013 157377 7535 149842 2347 75 5188 353 73 280 13424 7904 187 103 67 136418 47943 9066 199 55 38877 6048 235 57 178 5813 165 113 5648 4783
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1290643 2 526852 2 2 4 2 2097216
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=31
num_cat=8
split_feature=11 13 7 12 13 12 14 12 12 12 1 12 1 12 10 12 13 12 3 12 13 13 12 12 14 12 12 14 8 12
split_gain=53425.8 335626 554530 768959 787421 1.37059e+06 2.76718e+06 633191 1.31249e+06 780140 2.10481e+06 1.95348e+06 1.13672e+06 2.11075e+06 756716 1.60859e+06 1.61376e+06 3.78337e+06 660708 1.11125e+06 1.92844e+06 784233 1.34405e+06 7.58664e+06 9.89988e+06 1.1146e+06 1.00727e+06 1.03869e+06 586831 2.6448e+06
threshold=3.5000000000000004 0 1.0000000180025095e-35 7.5000000000000009 1 8.5000000000000018 2 12.500000000000002 9.5000000000000018 16.500000000000004 1.0000000180025095e-35 19.500000000000004 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3 1.5000000000000002 1.0000000180025095e-35 6.5000000000000009 4 5 6.5000000000000009 7.5000000000000009 6 3.5000000000000004 4.5000000000000009 7 1.0000000180025095e-35 14.500000000000002
decision_type=2 9 2 2 9 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 9 9 2 2 1 2 2 1 2 2
left_child=-1 2 7 -4 5 6 -5 8 14 12 -11 -12 28 -14 18 -16 -17 -18 21 -20 -21 22 25 24 -24 -2 27 -27 -9 -30
right_child=1 -3 3 4 -6 -7 -8 9 -10 10 11 -13 13 -15 15 16 17 -19 19 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.015275988312462234 -7.6726135064524117 0.098989162103236134 -0.65725776948358705 43.72328087942941 -0.27598258809615001 4.6420276141861114 -1.5820989315326397 2.0688166540811355 -3.443950651652361 -0.38077276504110724 -44.434396574713972 -1.7942953109741211 39.415226554870607 0.4178986985342843 -17.264459214491005 -2.9700808375136658 42.536045479774479 5.7670058708019862 -0.11169304430736977 16.349560713768007 -2.3514275987943014 -0.99580011379007649 -6.9300848411791254 0.63183919630116891 -91.33930323918662 27.582993535072575 -0.82780866378392925 -0.82811743129383442 -21.288742536179566 18.459891336697801
leaf_weight=522892 141 140510 736 28 253 309 26 1377 1708 420 22 21 23 35 34 149 32 223 4254 102 110 4164 33 144 24 31 117 22 47 26
leaf_count=522892 141 140510 736 28 253 309 26 1377 1708 420 22 21 23 35 34 149 32 223 4254 102 110 4164 33 144 24 31 117 22 47 26
internal_value=0 0.0515512 -0.404438 1.52454 4.13136 7.01744 21.9096 -0.601438 -0.890204 1.05234 -2.53815 -23.6102 2.15472 15.8824 -0.434902 3.62548 5.38355 9.98942 -0.629438 0.240447 7.30651 -1.46026 -5.11818 -11.5913 -42.4708 -1.09916 4.35294 15.7897 1.60562 -7.13169
internal_weight=0 155121 14611 1352 616 363 54 13259 11288 1971 463 43 1508 58 9580 438 404 255 9142 4466 212 4676 512 201 57 311 170 53 1450 73
internal_count=678013 155121 14611 1352 616 363 54 13259 11288 1971 463 43 1508 58 9580 438 404 255 9142 4466 212 4676 512 201 57 311 170 53 1450 73
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=831748 4356 2 295168 4356 4 2 2
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=31
num_cat=8
split_feature=13 4 13 11 11 12 12 12 11 12 12 14 11 12 14 12 12 14 12 13 12 12 14 11 12 14 12 12 12 12
split_gain=53481.3 201231 2.93626e+06 3.87237e+06 4.17032e+06 4.16345e+06 5.36957e+06 3.1859e+07 4.43115e+07 3.93294e+06 7.60472e+06 3.40832e+07 7.96988e+07 6.84915e+06 2.84844e+06 1.88774e+06 1.04929e+06 2.37882e+06 3.61553e+06 1.01498e+06 2.62862e+06 5.69183e+06 1.07748e+07 1.74413e+07 1.26297e+06 1.71853e+06 2.33468e+06 984384 6.33097e+06 975324
threshold=0 1.0000000180025095e-35 1 1.5000000000000002 3.5000000000000004 4.5000000000000009 11.500000000000002 10.500000000000002 2.5000000000000004 7.5000000000000009 6.5000000000000009 2 2.5000000000000004 5.5000000000000009 3 2.5000000000000004 8.5000000000000018 4 5.5000000000000009 5 8.5000000000000018 7.5000000000000009 6 2.5000000000000004 5.5000000000000009 7 6.5000000000000009 11.500000000000002 9.5000000000000018 12.500000000000002
decision_type=9 2 9 2 2 2 2 2 2 2 2 1 2 2 1 2 2 1 2 9 2 2 1 2 2 1 2 2 2 2
left_child=1 -1 3 27 5 -5 7 9 -9 10 13 -12 -13 14 -7 -6 17 -17 -19 20 21 24 -23 -24 -4 26 -26 28 -3 -8
right_child=-2 2 19 4 15 6 29 8 -10 -11 11 12 -14 -15 -16 16 -18 18 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.024739431228546483 0.048575051069537072 -2.602485916691442 3.1799847182343828 -4.1273811079700549 16.212869415283205 50.492660938609731 -14.612913158961707 181.33411776224773 -15.051855449676516 1.1551808672455641 -51.355845788808978 -3.551591182399441 236.7959128639915 -13.184376125800902 11.990832204404086 -0.94177262624104818 -0.78992786993414676 -2.4867156982421879 -56.311029380559923 -1.3778497872730862 -2.1697909341264734 -6.6879508184350058 1.4194004758199057 78.664227924012309 -5.8811478446511671 -7.6031974347432456 14.234661470140731 1.2973833801305812 -57.765406982421872 3.5755515885863076
leaf_weight=498872 170002 124 1295 161 40 33 35 27 20 208 26 37 22 82 46 60 118 24 26 4150 1561 92 60 57 119 300 112 92 25 187
leaf_count=498872 170002 124 1295 161 40 33 35 27 20 208 26 37 22 82 46 60 118 24 26 4150 1561 92 60 57 119 300 112 92 25 187
internal_value=0 -0.0162206 0.448782 4.65791 7.10289 10.4157 13.6542 19.3909 97.7656 11.2772 19.8356 44.0335 86.0695 7.06036 28.0739 -3.82452 -7.33985 -14.3661 -30.4754 -0.313772 0.914652 3.28515 18.9174 39.0515 1.49592 -2.61117 3.87197 -6.83603 -11.858 0.708001
internal_weight=0 508011 9139 1393 1152 884 723 501 47 454 246 85 59 161 79 268 228 110 50 7746 3596 2035 209 117 1826 531 231 241 149 222
internal_count=678013 508011 9139 1393 1152 884 723 501 47 454 246 85 59 161 79 268 228 110 50 7746 3596 2035 209 117 1826 531 231 241 149 222
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=3355027 69760 2 2 2 1187840 2 2
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=31
num_cat=11
split_feature=11 1 13 13 11 12 11 14 12 13 13 13 12 13 14 12 12 12 12 14 12 12 13 12 11 13 12 12 11 12
split_gain=55782.3 251903 1.39831e+06 1.12512e+06 2.87392e+06 828687 1.66456e+06 5.9968e+06 2.13172e+07 2.06458e+06 1.94274e+06 1.57182e+06 4.85537e+06 7.3514e+06 1.14375e+07 1.96423e+06 1.35819e+06 1.29067e+06 3.2436e+06 1.52266e+06 1.37588e+06 1.10985e+06 968342 1.55081e+06 656666 632528 2.53048e+06 624755 1.01452e+06 616486
threshold=2.5000000000000004 1.0000000180025095e-35 0 1 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 2 2.5000000000000004 3 4 5 7.5000000000000009 6 7 6.5000000000000009 3.5000000000000004 18.500000000000004 19.500000000000004 8 17.500000000000004 2.5000000000000004 9 10.500000000000002 1.5000000000000002 10 1.5000000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004
decision_type=2 2 9 9 2 2 2 1 2 9 9 9 2 9 1 2 2 2 2 1 2 2 9 2 2 9 2 2 2 2
left_child=1 -1 29 4 -4 6 7 8 -5 -9 27 -7 13 14 -13 -16 -10 20 19 -19 22 -11 23 -14 -12 26 -26 28 -8 -3
right_child=-2 2 3 5 -6 11 10 9 16 21 24 12 17 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.039378070250048081 -0.031536948486405113 -10.124042979389634 -2.1995645559195318 70.266044003229879 31.769859819412233 -0.75437486929797259 -37.833567311213571 2.7155115060569828 -38.429280753757645 -19.228980807254189 -4.642583387923346 -14.418018987443714 27.742004278302193 0.17034843210230538 37.839330696573064 66.612066185992703 -5.8891449632315798 8.530275694529216 1.317597505384605 41.428322668636554 -15.923534190079621 -3.6004928274492247 -0.97382823229924742 1.8291802412056062 24.78869623930558 -1.5274361944255579 -4.2106919387291226 -8.740529118170814 -11.420909037734525 -3.0691737886911126
leaf_weight=361880 306717 147 66 52 40 3161 26 474 23 76 679 36 32 177 49 46 29 24 227 34 57 113 1085 83 46 1664 87 63 33 787
leaf_count=361880 306717 147 66 52 40 3161 26 474 23 76 679 36 32 177 49 46 29 24 227 34 57 113 1085 83 46 1664 87 63 33 787
internal_value=0 0.0260917 -0.484537 -0.0775704 9.70365 -0.212777 -1.42683 2.66653 24.9921 -0.835521 -2.6353 0.602062 2.90809 14.3867 31.2002 51.7714 -20.2819 0.63422 6.71012 27.8153 -0.743371 -9.38823 -0.0223132 8.31653 -1.98523 -0.992197 5.41224 -14.4789 -23.0604 -4.13525
internal_weight=0 371296 9416 8482 106 8376 3365 767 104 663 2598 5011 1850 308 131 95 52 1542 285 58 1257 189 1200 115 2476 1797 133 122 59 934
internal_count=678013 371296 9416 8482 106 8376 3365 767 104 663 2598 5011 1850 308 131 95 52 1542 285 58 1257 189 1200 115 2476 1797 133 122 59 934
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=106625 516 2 1179664 262176 2230320 1572864 2 2 262410 2048
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=31
num_cat=11
split_feature=11 9 13 12 13 14 12 12 12 12 14 12 12 14 12 13 12 12 14 12 12 12 12 14 13 12 13 14 12 12
split_gain=51040.8 334444 1.69882e+06 1.79904e+06 2.4044e+06 7.8719e+06 1.57774e+07 1.64287e+06 1.26566e+06 2.43781e+06 3.07558e+06 1.37877e+06 2.36126e+06 1.35728e+06 815297 767816 3.54712e+06 911269 745211 749794 688527 608503 1.25494e+06 2.11756e+06 1.20161e+06 3.20912e+06 874946 727829 598606 856528
threshold=3.5000000000000004 1.0000000180025095e-35 0 15.500000000000002 1 2 17.500000000000004 15.500000000000002 4.5000000000000009 5.5000000000000009 3 9.5000000000000018 10.500000000000002 4 19.500000000000004 5 1.5000000000000002 2.5000000000000004 6 17.500000000000004 3.5000000000000004 3.5000000000000004 1.5000000000000002 7 8 2.5000000000000004 9 10 13.500000000000002 14.500000000000002
decision_type=2 2 9 2 9 1 2 2 2 2 1 2 2 1 2 9 2 2 1 2 2 2 2 1 9 2 9 1 2 2
left_child=-1 -2 7 21 5 6 -5 8 15 10 -10 -11 13 -13 -6 16 -3 -17 19 -9 -19 22 -4 24 25 -24 27 -23 -14 -30
right_child=1 2 3 4 14 -7 -8 18 9 11 -12 12 28 -15 -16 17 -18 20 -20 -21 -22 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.014924935211098285 0.017963257478111196 33.124995226178854 -2.8141408166369879 87.144261618221506 -3.2863541628185069 -29.353336906433107 -4.0126831143401391 -13.511822487326231 28.821704315871337 0.56607288465486083 -2.5839754725495978 9.5886591831843067 1.8262261448424146 26.667785664608601 12.171098274534399 -7.6205306734357565 -6.0553102381089161 9.2355640749388108 6.0655353246950634 -1.3867105633604762 -2.7866036160786951 -5.5497291794723864 32.812066863564887 -2.7416817537442908 3.9534208348367068 1.4861609201582651 -0.27187681214427045 -0.73576918784071232 13.94543852970518 0.90404981548866525
leaf_weight=522892 147906 35 444 34 152 24 43 102 89 691 48 120 479 76 44 196 68 79 51 102 120 773 68 254 216 63 2110 529 116 89
leaf_count=522892 147906 35 444 34 152 24 43 102 89 691 48 120 479 76 44 196 68 79 51 102 120 773 68 254 216 63 2110 529 116 89
internal_value=0 0.0503936 0.71521 -0.390681 7.14438 18.7917 36.2384 2.84154 3.73153 5.02491 17.8183 3.90926 6.53441 16.2112 0.174769 -0.704404 6.61605 -2.71212 -4.74631 -7.44927 1.98602 -0.89367 1.21766 4.19623 9.2747 16.4883 -1.54031 -3.56643 3.76154 8.28357
internal_weight=0 155121 7215 4754 297 101 77 2461 2206 1708 137 1571 880 196 196 498 103 395 255 204 199 4457 1045 601 347 131 3412 1302 684 205
internal_count=678013 155121 7215 4754 297 101 77 2461 2206 1708 137 1571 880 196 196 498 103 395 255 204 199 4457 1045 601 347 131 3412 1302 684 205
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=133136 1048576 2 2 2 2048 2 2 1048704 1089728 2
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=31
num_cat=7
split_feature=11 13 5 12 12 0 14 11 11 11 13 14 12 12 12 6 12 12 12 3 12 0 7 14 2 12 12 13 13 12
split_gain=51098.7 231109 1.28691e+06 1.43548e+06 9.34193e+06 1.6659e+07 2.07625e+07 3.4588e+06 925022 591705 751092 1.85667e+06 1.5913e+06 2.50585e+06 4.65809e+06 548297 448455 441838 1.82663e+06 416184 384141 391259 335960 589203 309639 1.05166e+06 307768 1.77596e+06 1.54311e+06 2.63897e+06
threshold=2.5000000000000004 0 1.0000000180025095e-35 10.500000000000002 11.500000000000002 1.0000000180025095e-35 1 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2 3 6.5000000000000009 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 5 6 8.5000000000000018
decision_type=2 9 2 2 2 2 1 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 9 2
left_child=1 2 3 8 5 7 -7 -5 9 -1 11 12 13 -11 -15 22 -4 -13 -19 -16 21 -6 23 -9 -10 -26 27 -3 29 -28
right_child=-2 26 16 4 20 6 -8 15 24 10 -12 17 -14 14 19 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.71788015504882918 -0.030182238876627077 -0.6114614357813386 -7.8796913101559598 34.423265889974743 -1.1685074726469282 96.620243506338085 0.38241219520568848 -5.6109140872955328 -1.6114324187768911 1.9832202063666451 0.63660850062124275 -3.4407441635654403 -7.3279630069074955 67.796310408219057 25.272140611921039 2.0650367999898975 -28.802831783294678 23.072834841410319 -5.5102701187133789 7.3671129114487606 0.31003218567945101 -7.5050794758208816 -0.18280695134943181 -25.877695230337295 20.476613909857615 -1.9016868500482467 -0.77360951664058542 0.32883717561110204 0.38379349165896548 0.08885138501022502
leaf_weight=2328 306717 24518 21 26 293 51 40 32 6326 54 1618 146 29 23 21 58 20 36 59 34 935 146 22 26 28 84 53194 110932 63672 106524
leaf_count=2328 306717 24518 21 26 293 51 40 32 6326 54 1618 146 29 23 21 58 20 36 59 34 935 146 22 26 28 84 53194 110932 63672 106524
internal_value=0 0.024974 -0.39831 -0.340218 2.42669 20.0052 54.3179 0.965768 -0.758101 0.368776 1.62112 5.43268 13.8826 18.5425 30.0066 -5.33782 -18.0861 0.013143 5.32122 14.2036 -0.835687 -3.27589 -10.7049 -14.696 -1.51915 3.69289 0.039677 0.158612 -0.0324358 -0.198378
internal_weight=0 371296 12456 12415 1629 255 91 164 10786 4348 2020 402 161 132 78 138 41 241 95 55 1374 439 80 58 6438 112 358840 135450 223390 159718
internal_count=678013 371296 12456 12415 1629 255 91 164 10786 4348 2020 402 161 132 78 138 41 241 95 55 1374 439 80 58 6438 112 358840 135450 223390 159718
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2097153 2 2097152 2 2 268840 778640
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=31
num_cat=12
split_feature=12 2 13 12 11 11 12 13 11 14 13 11 11 13 12 14 14 12 12 11 13 14 12 12 11 14 13 6 11 13
split_gain=47981 255760 729502 9.85932e+06 3.10138e+07 5.08456e+06 701977 611882 1.17671e+06 571330 353427 458728 415254 446351 631204 553849 323994 1.20681e+06 1.1035e+06 315431 512957 929942 1.28556e+06 304977 260884 256229 1.70592e+06 1.96056e+06 5.89973e+06 5.49328e+06
threshold=3.5000000000000004 1.0000000180025095e-35 0 2.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 1 3.5000000000000004 2 3 2.5000000000000004 3.5000000000000004 4 1.5000000000000002 5 6 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 7 8 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 9 10 1.0000000180025095e-35 2.5000000000000004 11
decision_type=2 2 9 2 2 2 2 9 2 1 9 2 2 9 2 1 1 2 2 2 9 1 2 2 2 1 9 2 2 9
left_child=1 25 3 5 -5 -3 10 24 -9 -10 12 19 -4 16 15 -15 23 18 -18 -12 21 -21 -23 -14 -8 -1 27 -27 -29 -30
right_child=-2 2 6 4 -6 -7 7 8 9 -11 11 -13 13 14 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.089331118117521646 0.019611932414594847 0.9098410531668597 -0.36007846446619152 -13.934789790605246 137.49174819219681 -42.665894491022286 10.528490219116211 -3.7827910942768832 -26.211811911093225 -10.080613623725043 -2.3770325615960344 -3.9784192724724039 6.7416233955545621 11.961129324776786 -9.5674694213867184 -1.9844310774522669 14.060574805218241 29.730441137460559 -11.406931926586012 -3.1923241371332214 -1.8732882094803363 -3.9852891710069445 16.464941622547268 -7.7537449791317901 -1.2799030175702326 0.15729624857823421 -0.35555592653491602 -0.69892320247472273 17.146771909577147 3.8432754689608828
leaf_weight=108646 439605 142 1008 38 21 33 20 327 37 54 357 519 47 49 50 68 46 26 27 86 217 45 97 21 290 31464 89479 2938 367 1889
leaf_count=108646 439605 142 1008 38 21 33 20 327 37 54 357 519 47 49 50 68 46 26 27 86 217 45 97 21 290 31464 89479 2938 367 1889
internal_value=0 -0.0361017 -0.869659 4.42224 39.9628 -7.3073 -1.2442 -3.99968 -6.42795 -16.6395 -0.495597 -1.64945 0.647663 3.70838 -0.153782 3.85602 7.15152 11.2302 4.64109 -0.162862 1.61345 4.80345 9.98423 2.26511 -0.501881 -0.0232318 -0.120186 0.454305 2.25439 6.10049
internal_weight=0 238408 3625 234 59 175 3391 728 418 91 2663 1321 1342 334 167 117 167 99 73 802 445 228 142 68 310 234783 126137 36658 5194 2256
internal_count=678013 238408 3625 234 59 175 3391 728 418 91 2663 1321 1342 334 167 117 167 99 73 802 445 228 142 68 310 234783 126137 36658 5194 2256
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=33376 1063041 2 1984512 671744 2 2 17 2 2 1135370 4608
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=31
num_cat=10
split_feature=11 13 12 12 7 14 13 3 3 2 14 12 13 3 13 12 7 12 12 0 11 14 13 13 12 12 13 0 2 6
split_gain=51445.6 212035 1.93206e+06 2.30242e+06 5.17988e+06 4.30474e+06 3.59815e+06 5.14815e+06 683542 418894 399878 457790 877234 388631 376197 288679 692821 614212 296590 250939 245568 1.08239e+06 4.25268e+06 3.90168e+06 3.43233e+06 7.15141e+06 5.72244e+07 7.82686e+07 3.95031e+07 1.10081e+07
threshold=2.5000000000000004 0 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 4 1.0000000180025095e-35 5 7.5000000000000009 1.0000000180025095e-35 6.5000000000000009 5.5000000000000009 1.0000000180025095e-35 3.5000000000000004 6 7 8 7.5000000000000009 6.5000000000000009 9 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 2 1 9 2 2 2 1 2 9 2 9 2 2 2 2 2 2 1 9 9 2 2 9 2 2 2
left_child=-1 2 3 4 10 6 7 -5 9 15 14 -12 -13 -7 -2 16 17 18 -4 -17 21 22 -3 24 25 -23 27 29 -28 -27
right_child=1 20 8 5 -6 13 -8 -9 -10 -11 11 12 -14 -15 -16 19 -18 -19 -20 -21 -22 23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.025082938291235226 0.3993113104403942 0.42928519842455676 4.8460564052357391 -9.2101985125706118 42.530736199740709 -9.2470590470329164 3.3523160907393654 37.701307258921219 -3.7969335143274003 -8.9404747760042227 -1.5903751516566031 11.301479076284224 -0.32371321285472199 0.53955919700756405 -4.6197147998017831 -2.185248164848967 -4.6038219786181891 15.616336132617707 -3.8180811473301484 3.209282870419258 0.049642187968747739 0.95521430163978582 -1.0362647767284336 -0.78731912950967953 -0.35932294724334046 33.49770778787547 -1.9229203151741907 131.4596291914219 79.796033265160744 -13.090577541253507
leaf_weight=371296 313 35825 204 29 29 63 131 121 759 47 213 103 160 114 279 364 97 47 49 113 154215 23413 44245 26717 16746 145 1955 82 61 78
leaf_count=371296 313 35825 204 29 29 63 131 121 759 47 213 103 160 114 279 364 97 47 49 113 154215 23413 44245 26717 16746 145 1955 82 61 78
internal_value=0 -0.0302602 0.773803 3.31636 0.830043 9.27158 16.966 26.8423 -1.57497 0.25616 -0.302279 1.85564 4.64652 -2.94381 -2.03736 0.750715 2.74284 5.11826 3.16802 -0.907298 -0.0388555 -0.130289 -0.380623 0.159379 0.754795 1.48008 6.77468 46.3993 0.547013 17.2023
internal_weight=0 306717 3235 1555 1097 458 281 150 1680 921 1068 476 263 177 592 874 397 300 253 477 303482 149267 80070 69197 42480 25734 2321 305 2016 223
internal_count=678013 306717 3235 1555 1097 458 281 150 1680 921 1068 476 263 177 592 874 397 300 253 477 303482 149267 80070 69197 42480 25734 2321 305 2016 223
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2359296 2 2097152 2 2097152 262144 2 713120 1096021 4164
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=31
num_cat=9
split_feature=13 4 11 13 11 12 12 12 11 12 12 14 11 12 12 14 11 12 14 12 12 14 12 13 12 12 11 12 14 13
split_gain=61865.2 1.24163e+06 1.47488e+06 2.56413e+06 3.34849e+06 3.33962e+06 4.30676e+06 2.58659e+07 3.58662e+07 3.30707e+06 5.3479e+06 1.18327e+07 1.15817e+07 3.11286e+06 5.95864e+06 2.72486e+07 6.3324e+07 5.54855e+06 2.31719e+06 1.53263e+06 1.17519e+06 1.76177e+06 1.88253e+06 1.0466e+06 2.39126e+06 6.56145e+06 4.83125e+06 968320 3.98699e+06 933604
threshold=0 1.0000000180025095e-35 1.5000000000000002 1 3.5000000000000004 4.5000000000000009 11.500000000000002 10.500000000000002 2.5000000000000004 8.5000000000000018 7.5000000000000009 2 3.5000000000000004 7.5000000000000009 6.5000000000000009 3 2.5000000000000004 5.5000000000000009 4 2.5000000000000004 5.5000000000000009 5 6.5000000000000009 6 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 9.5000000000000018 7 8
decision_type=9 2 2 9 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 2 2 1 2 9 2 2 2 2 1 9
left_child=1 -1 29 4 5 -4 7 13 -9 10 20 -12 -13 14 17 -16 -17 18 -7 -6 23 22 -22 24 25 -5 -27 -15 -29 -3
right_child=-2 2 3 9 19 6 -8 8 -10 -11 11 12 -14 27 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.064295710343244647 0.025825788155456882 -0.17428977480040619 -3.705846957094181 -7.9234466259296132 14.613637237548829 45.485897486137624 0.62523512238854773 163.16086295798974 -13.522016773223877 -2.8870554332021872 -5.8902129620921855 16.474408647418024 85.606850648537659 -3.3029533733387257 -46.210792020651013 -3.2198293221963419 211.01897194602276 -11.869394830378091 10.759585703974185 -6.6084801272844507 -5.3656157016754156 -8.2812813770340163 13.615999476114908 0.80751772294200963 2.9144215742746993 66.042955914665683 13.825139349860116 -12.355586194992066 39.315066024235321 -7.0875115830934696
leaf_weight=280213 392400 782 161 52 40 33 222 27 20 1381 98 64 39 148 26 37 22 82 46 228 104 249 105 691 360 34 37 32 28 252
leaf_count=280213 392400 782 161 52 40 33 222 27 20 1381 98 64 39 148 26 37 22 82 46 228 104 249 105 691 360 34 37 32 28 252
internal_value=0 -0.0353504 1.4666 2.27086 6.29602 9.31918 12.2196 17.3573 87.9767 0.806022 3.59282 18.984 42.6508 10.0465 17.6605 39.08 76.6658 6.35208 25.2655 -3.441 1.69721 -2.59909 4.1706 3.37328 6.88471 19.0648 38.8309 1.04137 11.7574 -1.92937
internal_weight=0 285613 5400 4366 1152 884 723 501 47 3214 1833 201 103 454 246 85 59 161 79 268 1632 458 209 1174 483 123 71 208 60 1034
internal_count=678013 285613 5400 4366 1152 884 723 501 47 3214 1833 201 103 454 246 85 59 161 79 268 1632 458 209 1174 483 123 71 208 60 1034
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=3355014 69760 2 2 2 2 1056768 2 1253380
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=31
num_cat=6
split_feature=13 4 12 12 11 14 14 12 12 12 12 11 11 6 12 12 14 12 12 12 8 12 13 12 3 12 14 7 12 12
split_gain=50593.9 1.11473e+06 5.09654e+06 9.85044e+06 2.36014e+07 6.92565e+07 4.80296e+06 5.92422e+06 3.09775e+07 2.50492e+06 2.76589e+06 2.9046e+06 1.20146e+06 1.25145e+06 9.74013e+06 3.57132e+07 3.88072e+06 1.23588e+07 7.47214e+06 1.36574e+06 1.58569e+07 4.88574e+07 1.28944e+06 2.28665e+06 3.37568e+06 5.07393e+06 4.40071e+06 1.18534e+06 1.22262e+06 1.60227e+06
threshold=0 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 2.5000000000000004 1 2 11.500000000000002 10.500000000000002 11.500000000000002 9.5000000000000018 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 5.5000000000000009 3 4.5000000000000009 3.5000000000000004 11.500000000000002 1.0000000180025095e-35 13.500000000000002 4 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 6.5000000000000009 8.5000000000000018
decision_type=9 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 1 2 2 2
left_child=1 12 -3 4 -4 -6 7 8 -5 10 11 -8 13 19 15 16 18 -18 -15 22 -21 -22 23 24 -1 -26 -27 -24 -29 -30
right_child=-2 2 3 6 5 -7 9 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 20 21 -23 27 -25 25 26 -28 28 29 -31
leaf_value=-17.446047414735308 0.008406468332345365 -6.1098976943778531 -2.8143490271134812 1.4026264722655419 -41.519092014857705 207.14974441528321 3.9212594668070473 -1.8019994752835005 98.782808331080844 4.4567299430109877 -33.672711045925432 -31.092539515639796 -0.2934229120514088 9.1589120511655455 -2.1332198580916759 80.207668889711982 -2.3539714615920495 56.439498087565113 -48.720979750783819 0.5912039947805815 173.90339762369794 -31.173988103866577 -2.6024091800575948 -1.8501681415205191 -1.4712489788348859 -2.7896158218383791 33.641097295851935 -0.43817579976299359 33.757167358398441 2.6583613009066198
leaf_weight=43 619875 409 66 147 21 24 84 195 42 119 52 33 52048 54 795 73 174 45 38 755 21 26 1922 457 143 45 126 114 30 37
leaf_count=43 619875 409 66 147 21 24 84 195 42 119 52 33 52048 54 795 73 174 45 38 755 21 26 1922 457 143 45 126 114 30 37
internal_value=0 -0.0891489 2.93739 7.66325 35.2608 91.1043 3.10473 10.4262 23.0427 -6.65729 -14.4831 -5.95443 -0.152517 1.34481 4.18373 17.2618 2.48672 9.72688 -14.748 0.44481 4.09951 60.4563 -0.560013 2.79994 8.83103 12.4295 24.0541 -1.86498 5.86255 16.5832
internal_weight=0 58138 1192 783 111 45 672 384 189 288 169 117 56946 4898 1179 384 311 219 92 3719 802 47 2917 814 357 314 171 2103 181 67
internal_count=678013 58138 1192 783 111 45 672 384 189 288 169 117 56946 4898 1179 384 311 219 92 3719 802 47 2917 814 357 314 171 2103 181 67
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=4354 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=31
num_cat=11
split_feature=7 13 11 12 13 12 14 11 11 13 12 12 12 13 12 12 14 12 14 12 12 13 12 14 12 13 14 12 11 11
split_gain=48018.4 181225 419322 1.17114e+06 2.29417e+06 2.76779e+06 4.67015e+06 5.88225e+06 1.08138e+06 746759 666287 1.39652e+06 541638 619813 493230 690262 4.16239e+06 2.07361e+06 1.37274e+06 835214 470357 874812 1.23713e+06 2.17162e+06 439991 1.9983e+06 1.79423e+06 1.55498e+07 1.23107e+07 2.09501e+06
threshold=1.0000000180025095e-35 0 2.5000000000000004 1.5000000000000002 1 1.0000000180025095e-35 2 1.5000000000000002 3.5000000000000004 3 10.500000000000002 4.5000000000000009 8.5000000000000018 4 7.5000000000000009 5.5000000000000009 5 6.5000000000000009 6 6.5000000000000009 7.5000000000000009 7 8.5000000000000018 8 5.5000000000000009 9 10 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35
decision_type=2 9 2 2 9 2 1 2 2 9 2 2 2 9 2 2 1 2 1 2 2 9 2 1 2 9 1 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 9 -4 11 -5 24 -14 15 18 17 -17 -11 -18 -10 22 23 -22 -13 26 27 28 -26 -28
right_child=1 -3 8 10 -6 6 7 -9 20 14 -12 12 13 -15 -16 16 19 -19 -20 -21 21 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.0077446992653438769 -1.3720183991293871 0.20317644583949762 -0.98820127986766626 -1.6825759241192841 -0.15479241924412945 -6.0486889299892246 -7.5523987696721013 37.197738926350574 -0.61516756765026748 3.4480832555355172 -1.7266405228268753 0.48705841885725976 3.5944073344921246 -2.1429152593488356 -1.8391050637628614 -48.738680348251812 12.377240513646326 -12.412767283121745 -7.9414355106991481 -7.9704646461888364 39.378609357561388 0.45402398097257202 3.6225976624139928 -1.1704165649414062 -9.697952575683594 0.087412719726562504 27.618666992187503 -3.145977130039133 84.278510858701623 1.9751943201414297
leaf_weight=624618 131 38959 2102 1720 628 63 39 119 2274 156 1916 497 280 527 485 33 43 30 329 38 28 1446 287 25 20 645 35 139 46 355
leaf_count=624618 131 38959 2102 1720 628 63 39 119 2274 156 1916 497 280 527 485 33 43 30 329 38 28 1446 287 25 20 645 35 139 46 355
internal_value=0 0.0910573 -0.211517 0.331637 3.54329 9.86515 16.9725 26.1518 -0.746303 -2.11607 -0.177655 0.518371 2.00643 -0.134284 -4.1977 -6.08306 -12.1626 -31.4406 -4.278 2.8314 0.338718 1.55324 6.03722 20.2517 3.001 4.0086 8.12134 15.832 55.8008 4.27653
internal_weight=0 53395 14436 7160 980 352 221 158 7276 3216 6180 4264 2544 807 1114 629 144 63 485 81 4060 1786 340 53 1737 1240 595 205 66 390
internal_count=678013 53395 14436 7160 980 352 221 158 7276 3216 6180 4264 2544 807 1114 629 144 63 485 81 4060 1786 340 53 1737 1240 595 205 66 390
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2634309 4096 2 532993 2621445 2 2 4100 2 4096 2
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=31
num_cat=4
split_feature=13 11 4 12 12 11 14 12 12 12 12 11 14 8 12 12 12 0 12 8 12 12 12 3 0 12 13 3 12 9
split_gain=52003.4 1.52522e+06 1.74287e+06 5.61774e+06 8.21662e+06 1.98392e+07 5.54675e+06 7.26607e+06 3.20167e+07 2.50641e+06 2.24175e+06 2.28205e+06 1.69058e+06 1.34896e+07 6.53462e+07 6.08634e+06 7.51966e+07 4.45072e+07 3.59144e+06 3.56412e+06 8.82544e+06 3.053e+06 2.25561e+06 1.59589e+06 1.79167e+06 1.10572e+06 2.59816e+06 3.51216e+06 5.44458e+06 1.10121e+06
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 2.5000000000000004 1 11.500000000000002 10.500000000000002 11.500000000000002 9.5000000000000018 2.5000000000000004 2 1.0000000180025095e-35 11.500000000000002 6.5000000000000009 5.5000000000000009 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 9.5000000000000018 7.5000000000000009 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2
left_child=1 12 29 -4 5 -5 7 8 -6 10 11 -8 13 15 18 16 22 -18 -15 25 -21 -17 -1 24 -24 26 27 -14 -29 -3
right_child=-2 2 3 4 6 -7 9 -9 -10 -11 -12 -13 19 14 -16 21 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.18492062316424607 0.0074318400926071271 -0.53218078141312908 -6.3924293814346811 -2.0813225450186894 2.4198610038400812 88.163720739455457 3.4587322735786437 -2.0125458015428559 111.44155561659073 5.2146330583213585 -35.122449293369201 -29.514461812665388 -17.505024303027565 -0.14177912984575544 173.58270369309648 -22.523075307740108 156.81179912604537 -3.9521350860595703 -55.624937210083012 1.0270047698702132 -71.452217356363931 -1.1337336920463204 -39.828738561429475 3.710783391197523 -3.4327373504638672 -0.29709122623574974 -3.6900756408919153 -1.240578252261447 30.277773515004959 1.5473939040227989
leaf_weight=483 632865 37288 342 58 107 42 65 143 36 101 41 31 35 28 26 72 51 26 20 56 24 912 38 24 21 1931 191 97 126 2733
leaf_count=483 632865 37288 342 58 107 42 65 143 36 101 41 31 35 28 26 72 51 26 20 56 24 912 38 24 21 1931 191 97 126 2733
internal_value=0 -0.103643 -0.288858 3.90839 9.55403 35.8216 4.54113 13.9267 29.8659 -6.73728 -15.5485 -7.18886 1.72053 4.14454 45.9011 2.24535 9.81152 102.528 -23.2598 0.0444139 -20.7168 -2.69881 -2.80183 -18.0304 -26.8742 0.742269 5.21221 11.5 16.568 -0.390168
internal_weight=0 45148 40987 966 624 100 524 286 143 238 137 96 4161 1701 74 1627 643 77 48 2460 80 984 566 83 59 2380 449 258 223 40021
internal_count=678013 45148 40987 966 624 100 524 286 143 238 137 96 4161 1701 74 1627 643 77 48 2460 80 984 566 83 59 2380 449 258 223 40021
cat_boundaries=0 1 2 3 4
cat_threshold=4098 2 2 2
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=31
num_cat=4
split_feature=13 8 14 12 12 12 11 12 3 14 11 12 6 11 12 7 12 12 12 3 11 12 11 0 11 11 11 14 11 12
split_gain=83672.6 906574 514230 482196 1.62782e+06 571641 2.19893e+06 1.92182e+06 3.93934e+06 2.93298e+06 917257 537325 450382 419357 577653 301430 816047 623467 257650 231898 143429 203005 191512 152670 136456 132882 217820 172757 337123 326248
threshold=0 1.0000000180025095e-35 1 13.500000000000002 14.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 10.500000000000002 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 2.5000000000000004 3 3.5000000000000004 2.5000000000000004
decision_type=9 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=1 3 -3 5 -5 6 7 -1 -9 -10 11 -8 15 14 -14 18 17 -17 19 -7 23 22 -22 -20 -18 -21 -27 28 29 -28
right_child=-2 2 -4 4 -6 12 10 8 9 -11 -12 -13 13 -15 -16 16 24 -19 20 25 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.31260606400894397 0.0023812076608608602 -22.146553299228351 -1.7435722538403102 25.558135473343636 0.41462827983655431 -9.9210402615526903 -1.2987600331926077 -26.470546540759859 -2.4913877487182621 27.249987889849951 1.4851203764168699 -8.7947744828004115 -25.005962753295901 -3.2666812664031983 -4.7185823678970342 3.8387616940907074 0.20559647569530892 26.632523573012577 2.6039696688565734 -4.197414829714079 -2.3208443902075513 -10.344140869140626 3.1195332448622763 -2.7549600682939803 -7.8571935324833309 2.4550401331108311 -17.443774414062499 -0.43971613978480434 1.6897788833169376 -2.6216426849365235
leaf_weight=165 674987 30 21 31 152 47 177 21 45 126 401 208 25 125 32 28 76 21 221 282 271 25 85 70 29 107 33 111 34 27
leaf_count=165 674987 30 21 31 152 47 177 21 45 126 401 208 25 125 32 28 76 21 221 282 271 25 85 70 29 107 33 111 34 27
internal_value=0 -0.523776 -13.7453 -0.298881 4.67391 -0.62482 1.09384 7.60203 14.4037 19.4233 -1.86216 -5.34855 -1.81611 -6.50813 -13.6166 -1.234 2.95153 13.6075 -1.72492 -3.15921 -0.356789 -1.63357 -1.02188 1.31488 -2.02127 -2.62419 -1.20223 -3.11115 -6.26571 -10.7738
internal_weight=0 3026 51 2975 183 2792 1143 357 192 171 786 385 1649 182 57 1467 154 49 1313 641 672 381 356 291 105 594 312 205 94 60
internal_count=678013 3026 51 2975 183 2792 1143 357 192 171 786 385 1649 182 57 1467 154 49 1313 641 672 381 356 291 105 594 312 205 94 60
cat_boundaries=0 1 2 3 4
cat_threshold=2 2 2 2
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=31
num_cat=3
split_feature=13 8 14 12 12 12 11 12 3 14 11 12 6 11 12 7 12 12 12 3 11 11 0 11 11 3 11 6 11 11
split_gain=67774.8 734325 416527 390578 1.31853e+06 463029 1.78113e+06 1.55667e+06 3.19086e+06 2.37571e+06 742978 435233 364810 339679 467899 244159 660998 505008 208697 187838 116178 168551 123663 110529 127767 109473 183107 135247 107634 176434
threshold=0 1.0000000180025095e-35 1 13.500000000000002 14.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004
decision_type=9 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 -1 -9 -10 11 -8 15 14 -14 18 17 -17 19 -7 22 -22 -20 24 -18 26 27 -6 -21 -30
right_child=-2 2 -4 4 25 12 10 8 9 -11 -12 -13 13 -15 -16 16 23 -19 20 28 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.28134539300745182 0.002143053997430915 -19.931899092992147 -1.5692151934618044 23.002320468041205 7.7564223607381182 -8.9289363232064769 -1.1688841380641959 -23.823491850353424 -2.2422489166259765 24.524987889849953 1.3366083526551873 -7.9152971517581214 -22.505367309570314 -2.9400130916595462 -4.2467241704463961 3.4548858915056502 -3.1261483840320423 23.969270106724331 2.3435727341951829 -3.7776734568548545 -2.6739391865137354 2.2049754223925002 -2.4794640404837476 -7.0714743844394023 5.2621877543131514 6.5708855470021561 -4.879123911413096 -1.174473317158528 2.2095359784420405 -2.8000313530898677
leaf_weight=165 674987 30 21 31 30 47 177 21 45 126 401 208 25 125 32 28 46 21 221 282 287 94 70 29 30 24 59 39 107 205
leaf_count=165 674987 30 21 31 30 47 177 21 45 126 401 208 25 125 32 28 46 21 221 282 287 94 70 29 30 24 59 39 107 205
internal_value=0 -0.471398 -12.3708 -0.268993 4.20652 -0.562338 0.98446 6.84183 12.9633 17.481 -1.67595 -4.8137 -1.6345 -5.85731 -12.2549 -1.1106 2.65637 12.2468 -1.55243 -2.84329 -0.32111 -1.47022 1.18339 -1.81914 0.185037 0.373165 -0.788907 2.70852 -2.36177 -1.08201
internal_weight=0 3026 51 2975 183 2792 1143 357 192 171 786 385 1649 182 57 1467 154 49 1313 641 672 381 291 105 76 152 128 69 594 312
internal_count=678013 3026 51 2975 183 2792 1143 357 192 171 786 385 1649 182 57 1467 154 49 1313 641 672 381 291 105 76 152 128 69 594 312
cat_boundaries=0 1 2 3
cat_threshold=2 2 2
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=31
num_cat=7
split_feature=11 13 5 12 1 12 14 13 12 6 14 12 12 12 8 12 14 12 12 13 14 12 12 3 0 12 12 12 12 12
split_gain=64571.5 1.31133e+06 5.64061e+06 4.14373e+07 1.22614e+06 1.80094e+07 1.80594e+06 1.02208e+06 1.66067e+06 5.80133e+06 3.10919e+07 6.41386e+07 7.84859e+06 7.70525e+06 2.18179e+06 1.6569e+07 4.48466e+07 3.70684e+07 5.00184e+06 1.27723e+06 1.02799e+06 1.28225e+06 1.5144e+06 3.89854e+06 1.25948e+06 937775 889383 858378 850470 2.50932e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 2.5000000000000004 1 2 6.5000000000000009 1.0000000180025095e-35 3 4.5000000000000009 5.5000000000000009 4.5000000000000009 1.0000000180025095e-35 12.500000000000002 4 9.5000000000000018 9.5000000000000018 5 6 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 18.500000000000004 1.5000000000000002 8.5000000000000018 10.500000000000002
decision_type=2 9 2 2 2 2 1 9 2 2 1 2 2 2 2 2 1 2 2 9 1 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 -6 -7 -1 9 19 11 25 13 -12 -10 16 17 -16 -18 20 -9 -22 23 -23 -24 -11 -8 -25 -3 -30
right_child=-2 28 3 -5 5 6 26 8 14 10 12 -13 -14 -15 15 -17 18 -19 -20 -21 21 22 24 27 -26 -27 -28 -29 29 -31
leaf_value=-1.2722069481595126 0.013153061029664759 -0.44544313587893902 138.21718407977713 -42.469127052625026 78.75575460618542 -22.991874711941449 -3.1428939604759218 -0.72487852737248182 -0.68201194079849381 10.400307754848315 -1.7611454473959434 165.0458661480954 -28.358695636218108 36.931497420125929 11.011021070480346 -40.610613248406395 0.49067067040337459 197.15851754312931 -62.969918889584747 -1.9975777362877469 -1.6757778112623427 -14.806998891456454 -1.9888795190502984 10.791479359032973 13.174441660775081 -15.103094918387278 16.010967537760735 20.925128361798716 1.5040086735206082 -0.27801272634226665
leaf_weight=1912 574056 52739 22 30 31 39 100 502 3122 46 222 38 79 67 20 41 27 23 23 838 225 51 229 212 72 21 32 138 10427 32629
leaf_count=1912 574056 52739 22 30 31 39 100 502 3122 46 222 38 79 67 20 41 27 23 23 838 225 51 229 212 72 21 32 138 10427 32629
internal_value=0 -0.0724985 1.14347 33.9751 0.934374 8.62776 -4.08551 0.737856 1.37865 3.19512 13.2687 61.2666 -0.426361 7.20912 -0.145722 12.349 35.6968 110.578 -28.7012 1.09331 2.89956 4.89359 6.99916 11.0232 1.63823 2.4067 1.50047 14.787 -0.176204 0.153545
internal_weight=0 103957 8162 52 8110 202 171 7908 5996 2740 473 105 368 289 3256 134 93 43 50 2267 1429 927 702 401 301 67 132 350 95795 43056
internal_count=678013 103957 8162 52 8110 202 171 7908 5996 2740 473 105 368 289 3256 134 93 43 50 2267 1429 927 702 401 301 67 132 350 95795 43056
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=69666 2 32 2 2 65538 2
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=31
num_cat=5
split_feature=13 8 14 12 12 12 11 12 3 14 11 12 6 14 12 7 12 12 12 3 11 11 14 11 12 11 11 12 11 12
split_gain=85153.9 702536 427702 331073 1.07216e+06 371372 1.32455e+06 1.11712e+06 2.4214e+06 1.74474e+06 601813 352539 292478 302861 872022 221753 554371 391824 218805 162058 131077 142912 139933 273070 264261 147760 107048 182028 106359 96344.5
threshold=0 1.0000000180025095e-35 1 13.500000000000002 14.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3 8.5000000000000018 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 4 3.5000000000000004 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 11.500000000000002 3.5000000000000004 9.5000000000000018
decision_type=9 2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 -1 -9 -10 11 -8 15 14 -14 18 17 -17 19 -7 -21 -22 23 24 -23 -24 29 28 -28 -20
right_child=-2 2 -4 4 -6 12 10 8 9 -11 -12 -13 13 -15 -16 16 -18 -19 26 20 21 22 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.19860376805970165 0.0023903291051564392 -19.829472198486329 -1.2220856677918208 20.738894370294389 0.33314366446513882 -8.4872870092696342 -1.0533109818474722 -21.024417986188617 -1.945536231994629 20.993350365048364 1.2016322905917716 -7.1250829054759102 -26.99866033900868 -2.1914394328468725 -2.7923867624738943 3.5367866039276126 -1.6005305384454276 21.606657264346168 0.37272687962180689 -3.9498995652435518 1.9872671430356037 -15.420709228515626 3.5644873532381922 1.7994890942293056 -2.0807905197143555 -3.7328590938023165 -1.4030371596499318 -9.7627109817836608 2.4962482079692272 5.324156235748867
leaf_weight=165 674987 30 21 31 152 47 177 21 45 126 401 208 22 114 46 28 105 21 152 282 107 33 55 34 27 56 357 23 87 53
leaf_count=165 674987 30 21 31 152 47 177 21 45 126 401 208 22 114 46 28 105 21 152 282 107 33 55 34 27 56 357 23 87 53
internal_value=0 -0.528404 -12.1676 -0.33065 3.78986 -0.600727 0.784542 5.83566 11.0214 14.9568 -1.50967 -4.33364 -1.56092 -5.342 -10.6238 -1.09183 2.49814 11.281 -1.51289 -2.83465 -2.38739 -0.975121 -2.52134 -5.36045 -9.41775 -0.117057 -0.252111 -1.08834 -0.638988 1.65285
internal_weight=0 3026 51 2975 183 2792 1143 357 192 171 786 385 1649 182 68 1467 154 49 1313 641 594 312 205 94 60 111 672 467 444 205
internal_count=678013 3026 51 2975 183 2792 1143 357 192 171 786 385 1649 182 68 1467 154 49 1313 641 594 312 205 94 60 111 672 467 444 205
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=31
num_cat=4
split_feature=13 8 14 12 0 11 12 11 12 3 14 11 12 6 11 12 12 7 12 12 12 3 11 11 14 11 12 11 4 11
split_gain=68974.8 569054 346439 268169 929980 818801 300811 1.07288e+06 904865 1.96133e+06 1.41324e+06 487468 285556 236907 293773 383190 218408 179620 449041 317378 177232 131267 106172 115759 113346 221187 214051 119686 91106.6 90974.5
threshold=0 1.0000000180025095e-35 1 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3 3.5000000000000004 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004
decision_type=9 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=1 3 -3 6 16 -6 7 8 -1 -10 -11 12 -9 17 15 -15 -5 20 19 -19 21 -8 -23 -24 25 26 -25 -26 -22 -20
right_child=-2 2 -4 4 5 -7 13 11 9 10 -12 -13 -14 14 -16 -17 -18 18 29 -21 28 22 23 24 27 -27 -28 -29 -30 -31
leaf_value=-0.17874353842301804 0.0021512604636358891 -17.846525192260742 -1.09987675235385 -8.7035073500413169 2.1968178272247316 30.468806312197728 -7.638558948293646 -0.94797983627534854 -18.921976289295014 -1.7509826660156251 18.89400431315104 1.0814690134174509 -6.4125745154344118 -20.033694335937501 -2.0947857503890992 -3.5102930605411533 1.4370620412045512 3.1831078938075477 0.37778888062426919 19.445992061070033 0.015888056658809973 -3.5549096959702511 1.7885402750746113 -13.8786376953125 3.2080387947776106 1.6195399424609016 -1.8727115631103517 -3.3595730372837616 -5.8110116471137321 -6.2055891924890982
leaf_weight=165 674987 30 21 26 20 21 47 177 21 45 126 401 208 25 125 32 116 28 76 21 644 282 107 33 55 34 27 56 28 29
leaf_count=165 674987 30 21 26 20 21 47 177 21 45 126 401 208 25 125 32 116 28 76 21 644 282 107 33 55 34 27 56 28 29
internal_value=0 -0.475564 -10.9508 -0.297586 3.41087 16.6776 -0.540654 0.706087 5.25209 9.91921 13.4611 -1.3587 -3.90028 -1.40483 -4.8078 -10.7574 -0.419662 -0.982648 2.24833 10.1529 -1.3616 -2.55119 -2.14865 -0.877609 -2.26921 -4.8244 -8.47597 -0.105351 -0.226899 -1.44048
internal_weight=0 3026 51 2975 183 41 2792 1143 357 192 171 786 385 1649 182 57 142 1467 154 49 1313 641 594 312 205 94 60 111 672 105
internal_count=678013 3026 51 2975 183 41 2792 1143 357 192 171 786 385 1649 182 57 142 1467 154 49 1313 641 594 312 205 94 60 111 672 105
cat_boundaries=0 1 2 3 4
cat_threshold=2 2 2 2
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=31
num_cat=4
split_feature=11 13 1 12 3 12 12 12 12 8 12 14 6 0 12 12 6 14 12 12 14 12 0 12 9 12 12 0 6 8
split_gain=55917.1 1.2053e+06 3.00273e+06 3.85067e+07 1.9911e+06 2.67571e+06 3.65627e+06 1.57612e+06 1.50456e+06 8.49312e+06 6.20215e+06 2.29676e+07 1.92934e+07 6.68617e+07 3.13874e+06 4.72365e+06 4.4109e+06 4.25119e+07 2.26822e+08 6.01963e+06 4.09733e+06 2.83987e+06 3.55747e+06 6.70099e+06 5.29476e+06 4.61461e+06 2.69867e+06 1.73451e+06 4.37738e+06 1.62388e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 10.500000000000002 14.500000000000002 5.5000000000000009 12.500000000000002 1.0000000180025095e-35 11.500000000000002 1 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 5.5000000000000009 1.0000000180025095e-35 2 6.5000000000000009 6.5000000000000009 3 6.5000000000000009 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 -6 -7 -5 10 -10 14 12 13 -12 15 -1 20 18 -18 -19 -17 -22 23 24 25 -23 -20 28 -13 -16
right_child=-2 -3 3 7 5 6 -8 -9 9 -11 11 27 -14 -15 29 16 17 19 26 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.83152492773137066 0.012231878126351931 -0.14534141996822178 144.71793746948242 -26.327385132789615 -2.3801067075489897 -59.288608975410469 0.45433236530848914 1.355148367635135 0.060811933879133154 -55.708259037562783 196.71273436228435 -49.348872862191037 -2.412578821182251 -2.9930464995534796 -3.4925574585107655 -5.8803755226152727 372.28759613037113 -26.790338106716383 -41.19543196155179 7.740284823398202 -4.140565470286778 27.641323561668397 3.8115725689623732 -1.5560882083953373 0.16021605271559497 75.100475365774969 4.013803133757218 5.1919420278297288 -1.3350114995783027 -23.499888960746205
leaf_weight=1280 574056 98797 20 25 677 20 21 116 1104 28 30 29 40 38 520 273 20 68 31 196 112 40 166 63 26 42 23 53 55 44
leaf_count=1280 574056 98797 20 25 677 20 21 116 1104 28 30 29 40 38 520 273 20 68 31 196 112 40 166 63 26 42 23 53 55 44
internal_value=0 -0.0674734 1.42097 14.8657 0.990807 -3.8824 -28.6886 -3.5531 1.80813 -1.31864 2.93214 18.2113 52.6958 85.1124 1.64309 3.25712 8.19434 17.6224 84.6083 -1.15397 3.78067 9.65475 14.2395 24.3626 39.4818 51.9497 -21.9396 -8.9735 -17.9112 -5.05341
internal_weight=0 103957 5160 161 4999 718 41 141 4281 1132 3149 245 108 68 2904 2340 1060 338 74 264 722 449 337 171 108 82 54 137 84 564
internal_count=678013 103957 5160 161 4999 718 41 141 4281 1132 3149 245 108 68 2904 2340 1060 338 74 264 722 449 337 171 108 82 54 137 84 564
cat_boundaries=0 1 2 3 4
cat_threshold=4128 2 2 2
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=31
num_cat=5
split_feature=13 4 12 12 14 11 14 12 12 12 12 11 11 8 12 12 12 12 6 14 12 12 12 1 13 12 12 9 12 12
split_gain=60120.9 1.1677e+06 4.01186e+06 6.69064e+06 1.89441e+07 4.93178e+07 3.55746e+06 5.28821e+06 2.39547e+07 1.98461e+06 1.74266e+06 1.98889e+06 934063 1.367e+06 1.37195e+07 4.18296e+07 4.63999e+06 1.01872e+06 4.72044e+06 2.06502e+07 4.28118e+07 5.69817e+06 6.23844e+06 2.37614e+06 1.0012e+06 904153 805567 781710 3.21469e+06 1.11421e+07
threshold=0 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 1 2.5000000000000004 2 11.500000000000002 10.500000000000002 11.500000000000002 9.5000000000000018 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 13.500000000000002 9.5000000000000018 6.5000000000000009 1.0000000180025095e-35 3 4.5000000000000009 5.5000000000000009 4.5000000000000009 1.0000000180025095e-35 4 9.5000000000000018 12.500000000000002 1.0000000180025095e-35 9.5000000000000018 10.500000000000002
decision_type=9 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2
left_child=1 12 -3 4 -4 -6 7 8 25 10 11 -8 13 17 16 -16 -15 18 23 20 -20 22 -21 24 -1 -5 -9 -14 -29 -30
right_child=-2 2 3 6 5 -7 9 26 -10 -11 -12 -13 27 14 15 -17 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=2.209110928256429 0.0083866948486926544 -5.4193479975835093 -24.137960174756174 7.640784289513106 -2.6230366828964979 177.87024434407553 3.8719325297315361 -15.708261419832708 92.867272868909339 4.6691859251466292 -28.461369023720426 -26.487636959937312 -0.45802701160288256 3.1504659783949549 154.11640153967818 -25.132057596842451 -39.162522259880518 -0.51330633363555478 2.23439386851752 -1.5200878452610327 135.11058959960937 -23.754704113248028 33.295436210062967 -24.576445861866603 -2.2150925548010583 -11.055707665493614 1.7687018801371257 -1.4937588704326166 27.132439326750927 0.87557940177493188
leaf_weight=1431 628298 361 39 81 41 24 71 32 38 116 48 31 39720 109 23 30 34 3163 67 222 38 79 67 38 784 38 150 1701 195 944
leaf_count=1431 628298 361 39 81 41 24 71 32 38 116 48 31 39720 109 23 30 34 3163 67 222 38 79 67 38 784 38 150 1701 195 944
internal_value=0 -0.105839 3.1619 7.53119 30.9612 64.0206 3.50356 10.2961 23.7436 -5.15312 -12.749 -5.355 -0.177738 0.981144 9.19689 52.655 -6.90996 0.707705 2.12445 11.2064 50.3229 0.045416 6.55133 0.217772 0.643136 1.67048 -1.30417 -0.343429 1.25933 5.37083
internal_weight=0 49715 1070 709 104 65 605 339 157 266 150 102 48645 6085 196 53 143 5889 2726 473 105 368 289 2253 2215 119 182 42560 2840 1139
internal_count=678013 49715 1070 709 104 65 605 339 157 266 150 102 48645 6085 196 53 143 5889 2726 473 105 368 289 2253 2215 119 182 42560 2840 1139
cat_boundaries=0 1 2 3 4 5
cat_threshold=69634 2 2 2 65538
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=31
num_cat=4
split_feature=13 8 14 12 12 12 11 12 3 14 11 12 11 7 6 12 12 11 9 12 12 11 0 12 3 11 6 12 12 14
split_gain=65381.3 474903 283198 225584 965393 245485 797228 732576 1.58868e+06 1.14472e+06 395073 231207 212072 451502 225534 443908 912156 184517 171576 151809 188948 352291 110616 92906.9 75769.6 75101.1 69936.6 64800.5 112025 247943
threshold=0 1.0000000180025095e-35 1 13.500000000000002 14.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 3
decision_type=9 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=1 3 -3 5 -5 6 7 24 -9 -10 11 25 14 -14 17 16 -16 18 19 -7 21 -21 26 -17 -1 -8 -6 28 29 -19
right_child=-2 2 -4 4 22 12 10 8 9 -11 -12 -13 13 -15 15 23 -18 27 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.0984049733389512 0.002091304308990237 -16.267264782587688 -1.1260723023187547 19.18377865206811 3.778908134123375 -1.613244608301541 -2.8801280346783726 -17.23615504673549 -1.7822612762451173 16.798219226655505 1.0197096174791864 -5.7257417069031646 0.068956797167728776 15.116402469981802 -3.5528013239966501 4.8471451976082545 -28.792873745872864 -12.446194365530303 8.2502714020865309 -0.63323515378511874 -0.069153993573021058 17.020150176882744 -5.0217705938551163 -2.6157749806625255 -1.2055076505754379 1.2396475489219922 -1.1319036586531277 -6.7157444663481289 -1.1859197077543839 -0.73636428833007816
leaf_weight=22 674987 30 21 31 58 725 88 21 45 126 401 208 213 22 45 22 21 33 21 26 199 20 36 69 143 89 58 55 138 40
leaf_count=22 674987 30 21 31 58 725 88 21 45 126 401 208 213 22 45 22 21 33 21 26 199 20 36 69 143 89 58 55 138 40
internal_value=0 -0.463013 -10.0327 -0.300518 3.10076 -0.523453 0.602816 4.52155 8.72091 11.9086 -1.17707 -3.46513 -1.30412 1.47765 -1.76644 -5.33999 -11.5837 -1.3201 -0.692401 -0.886005 1.26603 7.04215 -0.179326 -0.811553 -0.364986 -0.808602 1.3235 -3.65865 -2.86178 -6.02985
internal_weight=0 3026 51 2975 183 2792 1143 357 192 171 786 385 1649 235 1414 157 66 1257 991 970 245 46 152 91 165 177 116 266 211 73
internal_count=678013 3026 51 2975 183 2792 1143 357 192 171 786 385 1649 235 1414 157 66 1257 991 970 245 46 152 91 165 177 116 266 211 73
cat_boundaries=0 1 2 3 4
cat_threshold=2 2 2 2
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=31
num_cat=7
split_feature=11 9 13 13 1 12 3 12 12 12 12 0 14 12 6 12 6 7 8 14 12 12 6 14 14 12 6 12 6 14
split_gain=57519.7 942609 1.03903e+06 859431 2.52436e+06 3.13014e+07 1.60143e+06 2.17779e+06 2.9595e+06 1.4616e+06 6.54755e+06 8.40323e+06 9.56437e+06 7.45179e+07 1.17695e+08 1.38945e+07 5.15195e+06 4.92796e+06 3.44489e+06 2.37004e+07 6.60516e+07 5.59619e+06 1.65257e+06 1.3888e+06 1.34529e+06 3.36545e+06 8.406e+06 1.52128e+06 1.6119e+06 1.10752e+06
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0 1 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 10.500000000000002 14.500000000000002 8.5000000000000018 5.5000000000000009 1.0000000180025095e-35 2 6.5000000000000009 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 11.500000000000002 10.500000000000002 1.0000000180025095e-35 4 5 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 6
decision_type=2 2 9 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 1 1 2 2 2 2 1
left_child=1 2 -1 4 6 -6 9 -8 -9 10 24 12 13 14 -12 17 -17 -14 -11 20 -20 -21 -15 -7 25 -4 -27 -26 -29 -5
right_child=-2 -3 3 29 5 23 7 8 -10 18 11 -13 15 22 -16 16 -18 -19 19 21 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-1.906851854839269 0.012402660737866934 -1.4319925044608921 -1.1264570628482991 -0.42645972541618732 130.73677963256839 -20.550503296010636 -2.064428725644968 -53.32949440479279 0.42027258205981488 -1.0470965438671467 -6.0911346269690476 -2.644874711919714 -9.574998600432215 -5.7375929935558432 325.60059913635257 67.551445370628727 23.366804010095734 32.323041603781967 -48.734612215649001 6.2246521669275623 196.3100050839511 -53.031872806549075 -37.03822988387077 2.6500346727460347 -2.2867907252352118 -3.3642871033911614 -78.538031587146577 1.2819624498692528 15.574364852905275 0.27898200433705472
leaf_weight=2773 574056 4834 289 38239 20 34 677 20 21 1993 23 270 188 37 20 42 71 33 22 34 22 30 31 107 472 51 21 217 124 53242
leaf_count=2773 574056 4834 289 38239 20 34 677 20 21 1993 23 270 188 37 20 42 71 33 22 34 22 30 31 107 472 51 21 217 124 53242
internal_value=0 -0.0684368 -0.00193929 0.0530774 1.34625 13.6619 0.927953 -3.41975 -25.7991 1.71032 3.7288 11.2729 19.7173 45.1481 148.184 11.2658 39.7894 -3.31873 -0.104485 17.2902 73.7877 -21.5518 -20.007 -2.94442 -0.865742 -5.94577 -25.29 1.38997 6.4792 -0.0158905
internal_weight=0 103957 99123 96350 4869 161 4708 718 41 3990 1889 715 445 111 43 334 113 221 2101 108 44 64 68 141 1174 361 72 813 341 91481
internal_count=678013 103957 99123 96350 4869 161 4708 718 41 3990 1889 715 445 111 43 334 113 221 2101 108 44 64 68 141 1174 361 72 813 341 91481
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2097536 4128 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=31
num_cat=6
split_feature=12 13 3 13 11 12 11 12 12 1 12 0 12 11 12 12 12 12 11 12 11 12 13 11 12 14 11 13 14 12
split_gain=57658.2 288548 1.20845e+06 931968 1.42784e+06 1.95284e+06 1.63661e+06 2.99252e+06 1.05509e+06 812611 799485 741043 618082 494894 1.40661e+06 2.97703e+06 811769 1.25172e+06 1.33579e+06 798028 461295 714524 1.35445e+06 477179 1.31058e+06 2.95958e+06 833103 5.28766e+06 7.47538e+06 1.69869e+07
threshold=11.500000000000002 0 1.0000000180025095e-35 1 1.5000000000000002 15.500000000000002 2.5000000000000004 12.500000000000002 13.500000000000002 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 17.500000000000004 3.5000000000000004 17.500000000000004 19.500000000000004 16.500000000000004 20.500000000000004 1.5000000000000002 18.500000000000004 1.0000000180025095e-35 13.500000000000002 2 1.5000000000000002 12.500000000000002 3 2.5000000000000004 4 5 12.500000000000002
decision_type=2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 9 1 2
left_child=-1 2 9 4 -4 6 7 -6 -9 11 -8 -2 -5 16 -15 -16 -11 18 -18 -20 -13 22 23 24 25 -22 27 28 -25 -30
right_child=1 -3 3 12 5 -7 10 8 -10 13 -12 20 -14 14 15 -17 17 -19 19 -21 21 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.015960746868358418 -0.27493781443279502 -0.010338268279775764 -3.3037675783667768 0.54688343162006803 -2.7864868799845381 -2.792390570122945 22.940118789672852 54.124477591881387 28.372885745909159 1.2370961788056913 -0.68974099053276916 -0.67334876319945547 15.608978865886556 5.0329611038675113 -38.066057246071949 7.2722922833760579 3.8460386332004299 1.3910175643900715 13.222063159942628 30.556387303092265 26.870487769631779 0.46257871575668114 -0.48547341218536771 -0.95151214599609379 0.96186179356859225 0.1578501383463542 6.1359744113053738 -3.0780027615193224 -5.5386620914234834 95.972554922103882
leaf_weight=521661 16800 128246 71 450 24 57 21 26 41 522 45 1677 29 98 28 30 93 189 67 44 85 5118 984 87 151 81 615 607 34 32
leaf_count=521661 16800 128246 71 450 24 57 21 26 41 522 45 1677 29 98 28 30 93 189 67 44 85 5118 984 87 151 81 615 607 34 32
internal_value=0 0.0532707 0.343396 4.2662 8.68007 13.0616 18.8175 27.5126 38.366 0.23391 6.82885 0.123836 1.42895 2.93395 -2.27212 -14.6152 3.82154 7.25431 12.6865 20.0933 0.831195 1.15492 2.47907 4.18128 7.70353 13.836 3.39965 1.18539 17.1781 43.6789
internal_weight=0 156352 28106 764 285 214 157 91 67 27342 66 26271 479 1071 156 58 915 393 204 111 9471 7794 2676 1692 317 166 1375 760 153 66
internal_count=678013 156352 28106 764 285 214 157 91 67 27342 66 26271 479 1071 156 58 915 393 204 111 9471 7794 2676 1692 317 166 1375 760 153 66
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=356878 12288 12288 2 8192 2
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=31
num_cat=3
split_feature=13 4 11 11 12 12 11 14 12 12 12 12 12 11 12 14 12 12 11 12 12 12 2 12 12 11 12 3 11 12
split_gain=66312.1 843692 2.21411e+06 2.93086e+06 5.07794e+06 1.01136e+07 3.20674e+07 4.70921e+06 9.06698e+06 5.58765e+07 2.86934e+06 1.69485e+06 1.50649e+06 1.51505e+06 1.05534e+06 3.04331e+06 1.50305e+06 767916 1.23847e+06 754227 522457 5.77238e+06 432692 471591 680421 537634 438462 1.49911e+06 996922 1.46147e+06
threshold=0 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 6.5000000000000009 7.5000000000000009 2.5000000000000004 1 11.500000000000002 10.500000000000002 3.5000000000000004 11.500000000000002 1.5000000000000002 2.5000000000000004 6.5000000000000009 2 9.5000000000000018 9.5000000000000018 2.5000000000000004 12.500000000000002 10.500000000000002 11.500000000000002 1.0000000180025095e-35 9.5000000000000018 11.500000000000002 1.5000000000000002 11.500000000000002 1.0000000180025095e-35 1.5000000000000002 15.500000000000002
decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 20 4 10 6 -6 8 9 -7 12 17 -4 -14 -5 16 -16 18 -9 -10 -3 -22 26 -24 25 -25 -1 -28 -29 -30
right_child=-2 2 3 14 5 7 -8 11 19 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-0.25761682509783718 0.010505401827358214 -1.056616751146523 -5.889490122795106 2.0088381926218672 -1.8573260056345089 -2.4916684909300373 122.01051386052912 3.0108844766250025 -16.570355248451232 159.69807435444423 -9.901032869747052 6.2727018440162752 30.739912187485473 2.1071580684546269 15.469677564832899 -42.553984832763675 -14.252941044517186 -22.144527315431173 -24.451724306742349 2.1692930604162668 -52.640936065673827 -0.35909251667120878 -3.1757909104415654 18.468013061795915 -1.7024491975681564 3.2794976872505899 0.19569537124713968 -0.42588645255854057 15.499732534090677 -2.6818720595041912
leaf_weight=48810 609252 231 40 72 57 88 33 52 27 28 208 91 42 33 27 27 46 45 24 105 25 136 953 28 427 139 16615 124 168 60
leaf_count=48810 609252 231 40 72 57 88 33 52 27 28 208 91 42 33 27 27 46 45 24 105 25 136 953 28 427 139 16615 124 168 60
internal_value=0 -0.0930844 2.30451 4.70863 7.05932 12.9039 43.5609 6.90585 16.2607 36.6576 -2.89282 -4.03756 9.78289 18.1415 -7.22253 -13.8691 -3.25964 -11.7916 -5.66152 -1.66382 -4.10443 -8.47739 -0.144274 -1.79736 0.414156 5.82608 -0.105395 0.332511 6.79043 10.7151
internal_weight=0 68761 1437 1045 873 550 90 460 248 116 323 212 115 75 172 100 73 121 76 132 392 161 67324 1547 594 167 65777 16967 352 228
internal_count=678013 68761 1437 1045 873 550 90 460 248 116 323 212 115 75 172 100 73 121 76 132 392 161 67324 1547 594 167 65777 16967 352 228
cat_boundaries=0 1 2 3
cat_threshold=77826 2 2
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=31
num_cat=6
split_feature=13 4 11 12 13 12 11 12 12 14 11 12 12 12 11 14 11 12 12 12 11 12 12 12 11 14 12 12 14 12
split_gain=59034.9 710394 888400 1.37668e+06 1.33564e+06 6.57524e+06 3.39574e+07 1.89408e+06 1.81377e+06 8.49472e+06 8.68457e+06 5.5113e+06 1.31234e+06 1.84057e+06 2.56451e+06 1.47281e+06 5.4867e+06 1.10807e+07 3.07538e+07 3.94182e+06 4.32388e+06 8.78676e+06 2.43839e+06 1.43912e+06 3.83853e+06 1.39518e+06 4.42491e+06 1.19784e+06 1.72836e+06 1.4636e+06
threshold=0 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 1 10.500000000000002 2.5000000000000004 9.5000000000000018 7.5000000000000009 2 3.5000000000000004 8.5000000000000018 1.5000000000000002 2.5000000000000004 3.5000000000000004 3 2.5000000000000004 6.5000000000000009 7.5000000000000009 5.5000000000000009 2.5000000000000004 4.5000000000000009 5.5000000000000009 7.5000000000000009 2.5000000000000004 4 6.5000000000000009 5.5000000000000009 5 6.5000000000000009
decision_type=9 2 2 2 9 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 1 2
left_child=1 -1 -3 4 5 12 -7 8 27 -10 -11 -12 -4 -14 15 19 -17 22 -19 20 21 -15 -18 24 -21 -16 -27 -6 29 -29
right_child=-2 2 3 -5 7 6 -8 -9 9 10 11 -13 13 14 25 16 17 18 -20 23 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.057212976253729599 0.024830642821671842 -1.5702301636767366 -9.6203741728369874 -1.4630142417873524 3.0251769527338319 127.12449682617188 -25.46997418335506 -4.4526865802773647 -5.397185059721247 7.9020458562587343 77.040158628806097 20.551264049160867 25.587352975984899 -5.3115230369567872 0.54856790065765382 0.23563112906593689 12.931759516398111 152.03732244318184 9.2576315402984619 2.4772443175315857 -8.6647920099894211 88.426197509765629 -27.257479315537672 -1.5241196145402625 -52.657418607628863 2.5225647849005624 -51.937362842559814 -4.7457443181750847 -8.6256208939604981 12.031842215401786
leaf_weight=275745 396916 1007 67 1032 1180 25 35 436 203 123 39 31 41 20 80 187 36 22 48 28 30 20 26 94 23 37 25 103 249 105
leaf_count=275745 396916 1007 67 1032 1180 25 35 436 203 123 39 31 41 20 80 187 36 22 48 28 30 20 26 94 23 37 25 103 249 105
internal_value=0 -0.0350642 1.10602 1.72627 2.71973 6.13278 38.1111 1.52201 2.81084 8.88378 23.9047 52.0236 3.76368 5.01435 3.76658 6.94274 11.2542 26.8639 54.1312 0.545696 20.0336 41.5573 -3.92179 -8.86224 -22.3874 -8.17756 -19.4371 1.34176 -3.00492 3.72371
internal_weight=0 281097 5352 4345 3313 844 60 2469 2033 396 193 70 784 717 676 534 319 132 70 215 70 40 62 145 51 142 62 1637 457 208
internal_count=678013 281097 5352 4345 3313 844 60 2469 2033 396 193 70 784 717 676 534 319 132 70 215 70 40 62 145 51 142 62 1637 457 208
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=1257862 4224 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=31
num_cat=5
split_feature=13 4 12 12 14 11 14 11 11 12 12 12 12 12 12 12 11 11 5 12 8 12 12 12 12 14 0 1 6 14
split_gain=54895.9 608799 2.73148e+06 3.77377e+06 1.38366e+07 3.22956e+07 2.15031e+06 3.82093e+06 6.14758e+06 1.63016e+07 2.76833e+07 1.66643e+06 3.18436e+06 1.57226e+06 1.34581e+06 1.29484e+06 1.13103e+06 679909 938508 1.40477e+06 797391 1.26524e+07 2.37053e+07 780572 3.25752e+06 2.5991e+07 1.48897e+07 2.47395e+06 1.66633e+06 1.22462e+06
threshold=0 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 1 2.5000000000000004 2 1.5000000000000002 2.5000000000000004 11.500000000000002 9.5000000000000018 9.5000000000000018 11.500000000000002 11.500000000000002 11.500000000000002 9.5000000000000018 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 12.500000000000002 10.500000000000002 6.5000000000000009 5.5000000000000009 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4
decision_type=9 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1
left_child=1 17 -3 4 -4 -6 7 13 9 10 -9 -10 -13 -5 15 16 -8 18 20 -20 23 22 -22 24 27 26 -26 29 -27 -1
right_child=-2 2 3 6 5 -7 14 8 11 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-1.9579526186562501 0.008003605643740171 -4.8223702662126513 -23.629166417244154 -30.904018138005185 -2.2161419077617368 143.84359664916994 3.1850490113379255 -1.3673012495040895 16.032055347987583 -4.405095984230579 129.16968776818479 -35.439927348013846 4.7708857900566528 -1.229925871313664 4.1970100842673208 -23.690475847323739 -19.709253569572205 -0.29442904697800287 -32.385493977864584 3.7734088030728432 2.7248058655465299 -42.186187148675685 107.39107965322643 -0.34335317095804552 78.66272328240531 -1.8973637801556551 -2.8180505001183711 -25.649448874337335 -20.56931723445371 2.8045513817195156
leaf_weight=832 628298 361 39 26 41 24 71 32 35 71 33 31 54 57 116 48 31 42560 21 22 129 41 26 3138 70 121 33 35 79 1538
leaf_count=832 628298 361 39 26 41 24 71 32 35 71 33 31 54 57 116 48 31 42560 21 22 129 41 26 3138 70 121 33 35 79 1538
internal_value=0 -0.101146 2.25834 5.8636 23.4601 51.7136 2.83876 8.11972 14.1648 28.7212 64.9053 -2.3324 -9.89423 -10.5254 -3.8915 -10.1466 -3.77302 -0.153066 0.835662 -13.8856 0.940431 7.21446 20.2817 0.73008 1.97396 11.7453 52.5572 0.742891 -9.27279 1.13265
internal_weight=0 49715 1070 709 104 65 605 339 256 136 65 120 85 83 266 150 102 48645 6085 43 6042 196 155 5846 2708 303 103 2405 200 2370
internal_count=678013 49715 1070 709 104 65 605 339 256 136 65 120 85 83 266 150 102 48645 6085 43 6042 196 155 5846 2708 303 103 2405 200 2370
cat_boundaries=0 1 2 3 4 5
cat_threshold=69634 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=31
num_cat=4
split_feature=13 8 4 14 12 12 12 11 12 3 14 11 12 11 7 12 12 11 12 11 12 3 11 3 6 3 11 11 3 14
split_gain=59472.8 360482 307552 209195 203156 979758 177185 604864 590701 1.26781e+06 867582 319288 187340 168969 364237 199141 626257 1.45287e+06 148468 226511 141201 216211 90046.5 195863 104839 62648.3 61155.1 58693.3 141071 200444
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1 13.500000000000002 14.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 6.5000000000000009 5.5000000000000009 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 3
decision_type=9 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=1 2 4 -3 6 -6 7 8 25 -10 -11 12 26 15 -15 16 18 -18 27 -20 21 -17 24 -24 -7 -1 -9 -8 -29 -30
right_child=-2 3 -4 -5 5 22 13 11 9 10 -12 -13 -14 14 -16 20 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=4.5478080987930296 0.001985248336148012 -14.137673206329346 -9.6188641221182696 -1.1242974553789411 20.258596038818361 6.9433959464232133 -1.4572330174010497 -2.5308335629376497 -15.449315679640998 -1.3325148582458497 14.843132382347472 0.97902038598670027 -5.0876768122068974 0.14389537601109367 13.665158809315074 0.75062961578369147 -26.48677418091718 -0.19088612296364527 8.6195624256134042 -1.0257020771503449 -0.45646946857420678 12.722339138117704 -5.7346633097258488 5.092190456390381 -0.91967821182348786 -1.1843391098342575 1.1868009860595961 -8.3601363330417211 -5.4258740889561645 2.0540155040684032
leaf_weight=22 674987 30 35 21 28 30 613 88 21 45 126 401 208 211 22 48 34 55 35 80 312 22 55 24 39 143 89 45 77 67
leaf_count=22 674987 30 35 21 28 30 613 88 21 45 126 401 208 211 22 48 34 55 35 80 312 22 55 24 39 143 89 45 77 67
internal_value=0 -0.441606 -0.30016 -8.77922 -0.189223 3.10501 -0.398985 0.554497 3.96786 7.73873 10.5864 -0.995849 -3.05279 -1.0713 1.42058 -1.48961 -2.22772 -10.2365 -1.45042 1.90981 0.454197 4.51317 -0.140267 -2.44549 2.49905 -0.420053 -0.661514 -1.93225 -3.47291 -1.94565
internal_weight=0 3026 2975 51 2940 176 2764 1143 357 192 171 786 385 1621 233 1388 1006 89 917 115 382 70 148 79 69 165 177 802 189 144
internal_count=678013 3026 2975 51 2940 176 2764 1143 357 192 171 786 385 1621 233 1388 1006 89 917 115 382 70 148 79 69 165 177 802 189 144
cat_boundaries=0 1 2 3 4
cat_threshold=2 2 2 2
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=31
num_cat=12
split_feature=11 1 13 13 11 12 13 12 13 14 11 12 13 11 14 12 13 12 13 14 12 12 12 14 12 11 12 11 12 13
split_gain=52694.9 250632 1.11445e+06 886932 2.28798e+06 733683 1.24267e+06 4.03236e+06 5.89607e+06 9.2675e+06 1.72465e+06 1.77727e+07 1.05087e+06 1.02375e+06 4.83816e+06 1.61258e+07 2.55427e+06 3.21548e+06 1.30528e+06 2.33999e+06 1.03148e+06 942025 1.17253e+06 627584 602855 587616 516876 1.12437e+06 509376 489797
threshold=2.5000000000000004 1.0000000180025095e-35 0 1 1.5000000000000002 5.5000000000000009 2 7.5000000000000009 3 4 1.5000000000000002 6.5000000000000009 5 1.0000000180025095e-35 6 2.5000000000000004 7 2.5000000000000004 8 9 3.5000000000000004 18.500000000000004 20.500000000000004 10 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 7.5000000000000009 11
decision_type=2 2 9 9 2 2 9 2 9 1 2 2 9 2 1 2 9 2 9 1 2 2 2 1 2 2 2 2 2 9
left_child=1 -1 26 4 -4 13 28 8 9 -8 -11 -12 21 14 15 -5 17 24 19 -15 -17 23 -23 -9 -16 -20 27 -3 -7 -27
right_child=-2 2 3 5 -6 6 7 12 -10 10 11 -13 -14 18 16 20 -18 -19 25 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.038590044585040832 -0.030673887487365787 -22.393461901346843 -2.0655813578403359 61.257441711425784 28.243779888153075 -3.2675266458176639 -12.968048275841609 6.7311029536970741 0.28869484019151986 69.787011718750009 -13.413921266443589 86.739581793707771 -1.6697681321786799 -32.825692023729026 -23.529801321029666 -33.311534433779507 1.9249307833500762 -1.9285438537597657 -4.1555854146162901 -5.0997424844043708 -4.9539317788748907 24.213037324988324 3.6016038645868722 -0.64215393705896329 -45.12829332351685 4.9309379777708253 -2.7665741383357227 -3.4173936530655507 -0.058799401383728522 -1.1831879771403564
leaf_weight=361880 306717 45 66 52 40 614 36 174 177 24 34 37 910 38 28 23 526 85 683 153 29 46 69 343 24 133 787 102 2547 1591
leaf_count=361880 306717 45 66 52 40 614 36 174 177 24 34 37 910 38 28 23 526 85 683 153 29 46 69 343 24 133 787 102 2547 1591
internal_value=0 0.0253372 -0.484002 -0.120559 8.56399 -0.240545 0.526116 2.57656 13.0367 28.0945 46.6124 38.7787 0.503941 -1.38294 1.82722 21.8804 -1.31837 -12.9649 -2.33066 -10.0877 -17.4967 3.60321 11.8462 1.83937 -33.4983 -1.66629 -3.74319 -9.22639 -0.679919 -0.689768
internal_weight=0 371296 9416 8482 106 8376 5011 1850 308 131 95 71 1542 3365 767 104 663 137 2598 191 52 632 115 517 52 2407 934 147 3161 1724
internal_count=678013 371296 9416 8482 106 8376 5011 1850 308 131 95 71 1542 3365 767 104 663 137 2598 191 52 632 115 517 52 2407 934 147 3161 1724
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=106625 516 2230320 1572864 2 266506 2 22560 16416 2 2 2048
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=31
num_cat=9
split_feature=11 13 6 12 12 13 14 13 14 12 12 12 12 12 12 12 12 12 14 13 12 12 12 13 5 8 12 13 8 12
split_gain=55496.3 820711 694764 2.33232e+06 1.78822e+07 6.89891e+06 6.562e+06 4.08327e+06 6.79536e+06 3.41329e+07 1.85512e+08 8.19915e+06 3.60455e+06 1.27742e+07 3.83225e+06 2.22231e+06 1.35632e+06 2.53914e+06 6.73733e+06 1.33696e+06 1.19554e+06 816181 1.51891e+06 1.90917e+06 1.27653e+07 6.12553e+06 4.05653e+07 1.60942e+06 8.79639e+06 1.77377e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 10.500000000000002 9.5000000000000018 1 2 3 4 5.5000000000000009 6.5000000000000009 3.5000000000000004 5.5000000000000009 4.5000000000000009 6.5000000000000009 8.5000000000000018 20.500000000000004 21.500000000000004 5 6 13.500000000000002 3.5000000000000004 12.500000000000002 7 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 8 1.0000000180025095e-35 13.500000000000002
decision_type=2 9 2 2 2 9 1 9 1 2 2 2 2 2 2 2 2 2 1 9 2 2 2 9 2 2 2 9 2 2
left_child=1 -1 21 4 7 6 -6 8 9 11 -11 -4 13 -10 -14 -12 19 18 -18 20 -5 -3 23 -23 25 -25 -27 28 -24 -29
right_child=-2 2 3 16 5 -7 -8 -9 12 10 15 -13 14 -15 -16 -17 17 -19 -20 -21 -22 22 27 24 -26 26 -28 29 -30 -31
leaf_value=-0.54784317796460413 0.012180403741910512 0.95623384715817539 8.3150628585081829 -3.5363140021056054 4.4084752216673735 -1.8515480261385922 19.449666694535814 -1.1531080638535776 -1.128797709746439 335.24404506683351 -36.818849255961759 -52.794922773461593 -30.231311291661758 52.621734831068252 -0.75239336905272114 2.8246608147254357 0.77153295335315519 -0.32611114978790284 52.477855088975701 0.71108170174733765 -1.1258741202853459 -0.74243295815674348 -1.3930744190442175 0.075054126642768615 67.831509603303047 0.25050165795277213 117.83688919824714 3.7522911481985397 -59.329638986234308 0.66427184316526422
leaf_weight=26470 574056 14097 52 3895 456 363 797 12523 244 20 31 38 58 54 184 26 84 395 36 1854 4362 21531 891 3299 29 214 34 2308 27 9585
leaf_count=26470 574056 14097 52 3895 456 363 797 12523 244 20 31 38 58 54 184 26 84 395 36 1854 4362 21531 891 3299 29 214 34 2308 27 9585
internal_value=0 -0.0672245 0.0970158 -0.330866 0.478683 10.409 13.8651 -0.734278 6.60726 24.33 73.207 -17.4869 1.24869 8.61123 -7.81759 -18.7358 -1.46192 3.54407 16.2834 -1.7169 -2.26019 0.30657 0.0650413 -0.387062 1.7498 1.21445 16.3712 0.951074 -3.06372 1.26248
internal_weight=0 103957 77487 25472 14846 1616 1253 13230 707 167 77 90 540 298 242 57 10626 515 120 10111 8257 52015 37918 25107 3576 3547 248 12811 918 11893
internal_count=678013 103957 77487 25472 14846 1616 1253 13230 707 167 77 90 540 298 242 57 10626 515 120 10111 8257 52015 37918 25107 3576 3547 248 12811 918 11893
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=3826566 24 2 4105 2 2 49 329808 36865
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=31
num_cat=3
split_feature=13 4 12 11 12 11 12 14 11 12 12 12 12 12 11 12 12 12 12 12 11 5 12 9 12 12 14 11 8 12
split_gain=55590.3 511365 2.22298e+06 3.15847e+06 8.78306e+06 2.6776e+07 2.92827e+06 2.5771e+06 4.32201e+06 6.83857e+06 5.04061e+07 1.2753e+06 1.2125e+06 1.77722e+06 1.08215e+06 983734 868264 843625 574519 525329 453918 856193 1.09618e+06 643385 2.59447e+06 9.03645e+06 1.37654e+07 1.44759e+07 544018 9.92329e+06
threshold=0 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 7.5000000000000009 2.5000000000000004 8.5000000000000018 1 1.5000000000000002 11.500000000000002 10.500000000000002 11.500000000000002 11.500000000000002 9.5000000000000018 2.5000000000000004 10.500000000000002 12.500000000000002 9.5000000000000018 13.500000000000002 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 9.5000000000000018 10.500000000000002 2 2.5000000000000004 1.0000000180025095e-35 11.500000000000002
decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=1 20 -3 4 5 -4 -5 8 11 10 17 -6 13 14 -9 -8 -11 -10 -14 -17 21 28 -23 -22 -25 26 -26 -28 -1 -30
right_child=-2 2 3 6 7 -7 15 12 9 16 -12 -13 18 -15 -16 19 -18 -19 -20 -21 23 22 -24 24 25 -27 27 -29 29 -31
leaf_value=0.58482166971403404 0.0080548883696621495 -4.3270498387205967 0.18968242829845799 -37.337299499511722 -27.80655568929819 118.0097159249442 15.441068344849809 2.9308810999695685 2.7786500269052934 -19.119325642734765 165.81300108536431 -1.0813333543769101 18.229540139152892 -27.594362308812698 -22.909498668852308 -20.512174479166667 4.2053093143656284 -20.793239888277924 -0.17879159992391414 1.5998781247572467 -0.36883910020220601 -29.744477789742604 2.1969482421875002 -1.2841123896791682 -3.3445061878491473 0.83456839105840452 71.316271363295513 -16.26416845703125 -7.7575841431225925 42.900628744881111
leaf_weight=5846 628298 361 62 30 26 28 26 71 49 20 23 57 21 43 21 21 79 22 88 22 39720 21 22 1701 93 944 77 25 143 53
leaf_count=5846 628298 361 62 30 26 28 26 71 49 20 23 57 21 43 21 21 79 22 88 22 39720 21 22 1701 93 944 77 25 143 53
internal_value=0 -0.101783 2.06066 5.31308 8.00194 36.8448 -11.2546 3.0099 9.62909 17.8354 37.1532 -9.45309 -4.47737 -10.8116 -2.96747 0.0856439 -0.506738 -4.52532 3.36777 -9.19903 -0.149369 0.658499 -13.4024 -0.264874 1.18918 4.88283 24.4806 49.8505 0.758568 5.94081
internal_weight=0 49715 1070 709 610 90 99 520 276 193 94 83 244 135 92 69 99 71 109 43 48645 6085 43 42560 2840 1139 195 102 6042 196
internal_count=678013 49715 1070 709 610 90 99 520 276 193 94 83 244 135 92 69 99 71 109 43 48645 6085 43 42560 2840 1139 195 102 6042 196
cat_boundaries=0 1 2 3
cat_threshold=69634 2 2
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=31
num_cat=9
split_feature=11 9 13 10 12 12 14 12 12 6 13 12 14 12 12 14 12 12 12 13 12 12 12 12 12 13 12 12 14 13
split_gain=51280.3 779179 788377 793751 704799 1.16838e+06 3.8751e+06 974311 762510 629980 1.95445e+06 2.10368e+06 6.28123e+06 2.23281e+07 2.30504e+06 2.07189e+06 2.15735e+06 7.81115e+06 6.21762e+06 8.28154e+06 2.17083e+06 2.01146e+06 1.95197e+06 1.53378e+06 1.71826e+06 1.20671e+06 7.51465e+06 1.08101e+06 1.38223e+06 640713
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0 1.0000000180025095e-35 10.500000000000002 11.500000000000002 1 13.500000000000002 15.500000000000002 1.0000000180025095e-35 2 6.5000000000000009 3 5.5000000000000009 5.5000000000000009 4 8.5000000000000018 10.500000000000002 9.5000000000000018 5 13.500000000000002 4.5000000000000009 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 6 7.5000000000000009 20.500000000000004 7 8
decision_type=2 2 9 2 2 2 1 2 2 2 9 2 1 2 2 1 2 2 2 9 2 2 2 2 2 9 2 2 1 9
left_child=1 2 3 -1 -3 6 -6 -7 -9 29 11 12 13 21 22 -12 25 18 -18 -20 -19 -11 23 24 -14 26 -17 -13 -29 -4
right_child=-2 4 9 -5 5 7 -8 8 -10 10 15 27 14 -15 -16 16 17 20 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.8551498045538464 0.011702954636826773 -2.2139324999814214 -0.25475717630284717 13.747009236884839 20.463278845736856 -4.3176010161067335 -3.1768058291936327 4.0410651429494227 -1.6687471965561169 0.10337762906379307 -1.6947417200681008 0.48834233201842947 -1.7676899122960361 74.781728240421842 -10.834492962115961 -0.2106198065919303 1.0124770277196713 -2.6455715693038484 17.02541592165996 -2.1121516675660104 1.2855286258221013 21.617852102007188 14.698294163767883 -3.448690909769998 16.326705906769941 -1.1765017953567865 59.301925150553387 1.5906190291694973 -33.894223331269764 0.42392776637767193
leaf_weight=2740 574056 3084 19964 33 114 522 177 450 487 194 10702 2153 103 56 139 183 1100 2815 787 320 2804 56 123 335 107 8511 24 23 21 45830
leaf_count=2740 574056 3084 19964 33 114 522 177 450 487 194 10702 2153 103 56 139 183 1100 2815 787 320 2804 56 123 335 107 8511 24 23 21 45830
internal_value=0 -0.0646262 -0.00416763 -1.66348 -1.30435 0.298589 6.08426 -0.855372 1.07343 0.0437562 -0.331456 1.95967 5.50755 17.7073 0.881623 -0.610291 0.0908511 1.2961 6.3371 11.628 -0.683869 4.92262 3.31956 0.751512 7.45184 -0.991084 6.38112 0.171236 -15.3453 0.218019
internal_weight=0 103957 99123 2773 4834 1750 291 1459 937 96350 30556 3310 1113 306 807 27246 16544 7826 2207 1107 5619 250 668 545 210 8718 207 2197 44 65794
internal_count=678013 103957 99123 2773 4834 1750 291 1459 937 96350 30556 3310 1113 306 807 27246 16544 7826 2207 1107 5619 250 668 545 210 8718 207 2197 44 65794
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2097536 2 135241 2 2 16 34 2 1729097
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=31
num_cat=5
split_feature=13 4 8 11 12 0 11 12 12 11 12 3 14 11 12 6 14 12 7 12 12 12 11 11 11 11 11 14 12 14
split_gain=52360.5 316880 325320 210874 165309 798847 731670 319994 147872 475937 478977 1.00884e+06 702742 259772 151678 149122 311542 733282 98475.5 373354 247552 132543 96240 97488.9 95458.8 160355 111571 194380 75783.2 147063
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2 8.5000000000000018 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 3 2.5000000000000004 4
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 1
left_child=1 2 4 -4 8 7 -7 -6 9 10 -1 -12 -13 14 -11 18 17 -17 21 20 -20 24 23 -21 -10 26 27 -26 29 -28
right_child=-2 -3 3 -5 5 6 -8 -9 15 13 11 12 -14 -15 -16 16 -18 -19 19 22 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.40923139601042779 0.0018839681151055086 -9.8756197943006256 -15.318194795691449 -2.3954862202916827 -11.652443894096043 1.3403279542922975 28.06576392764137 1.2974049708672934 -3.6825939909617107 -0.56472630258333889 -13.74710199265253 -1.2492130279541016 13.308878483847966 0.92027900391386042 -4.5473924815654758 -24.040815149654044 -0.4726230763552482 -1.8435355168321861 2.8118000643593923 -2.6261709109596585 17.174707757859004 0.096902085313145425 -6.5050240948282436 4.7011449686686202 -9.1164557933807373 -2.9891220779593937 10.576500291483743 1.1846774562712639 -0.034158459636900167 1.2639717351558597
leaf_weight=165 674987 35 23 28 23 20 21 112 210 177 21 45 126 401 208 22 114 46 28 46 21 644 29 30 26 218 28 62 54 43
leaf_count=165 674987 35 23 28 23 20 21 112 210 177 21 45 126 401 208 22 114 46 28 46 21 644 29 30 26 218 28 62 54 43
internal_value=0 -0.414339 -0.30501 -8.22337 -0.167651 2.80392 15.029 -0.908866 -0.356868 0.514182 3.54199 6.93758 9.4778 -0.861046 -2.7164 -0.971063 -3.66802 -9.02501 -0.629961 1.75964 8.96733 -0.916341 -1.60395 0.266191 -1.93433 -1.0825 0.868875 -1.85884 2.78919 4.93652
internal_weight=0 3026 2991 51 2940 176 41 135 2764 1143 357 192 171 786 385 1621 182 68 1439 154 49 1285 105 76 641 431 213 88 125 71
internal_count=678013 3026 2991 51 2940 176 41 135 2764 1143 357 192 171 786 385 1621 182 68 1439 154 49 1285 105 76 641 431 213 88 125 71
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=31
num_cat=8
split_feature=5 13 12 13 11 12 11 12 11 11 13 12 12 12 12 14 11 12 14 13 12 12 12 14 12 12 11 12 13 11
split_gain=49838.2 509193 3.13617e+06 395898 9.7216e+06 4.77378e+07 316692 510763 698334 316296 1.31656e+06 314706 298432 220498 246086 394681 534022 189633 113026 104998 295594 1.09404e+06 164825 345889 162056 299778 675462 138889 135278 116004
threshold=1.0000000180025095e-35 0 8.5000000000000018 1 1.0000000180025095e-35 8.5000000000000018 3.5000000000000004 7.5000000000000009 2.5000000000000004 1.0000000180025095e-35 2 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3 2.5000000000000004 7.5000000000000009 4 5 8.5000000000000018 7.5000000000000009 11.500000000000002 6 15.500000000000002 17.500000000000004 3.5000000000000004 9.5000000000000018 7 4.5000000000000009
decision_type=2 9 2 9 2 2 2 2 2 2 9 2 2 2 2 1 2 2 1 9 2 2 2 1 2 2 2 2 9 2
left_child=-1 2 -2 4 5 -3 7 8 -6 10 -5 17 -8 18 15 -15 -17 -12 -11 24 21 -21 23 -22 27 26 -26 29 -29 -16
right_child=1 3 -4 9 6 -7 12 -9 -10 13 11 -13 -14 14 19 16 -18 -19 -20 20 22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0021191482422856329 -30.750850893321793 155.25304486297426 4.2104311146313638 -12.124417118298807 -1.2895929072052241 -57.971271769205728 10.615080531950921 -0.90304395203099797 -19.545984678864482 -8.8745146330632263 -1.9458497807558848 0.97743639441062347 0.16579689036458087 -1.1195732975410202 2.0934986675591083 1.5100890761613845 21.090699283893294 -10.033385843580419 -1.9146513989993506 -0.89078561351308094 -0.05951033856699376 -16.989816787719729 -0.67720356206817656 8.0425103819048083 18.80342514650388 -0.19681108331167571 -1.1383482319968088 0.73910714607837014 -2.3166193158738317 -2.6466774272918703
leaf_weight=673966 38 21 79 108 44 21 31 236 40 40 85 399 231 59 370 30 26 44 56 271 183 50 719 74 33 93 35 261 310 60
leaf_count=673966 38 21 79 108 44 21 31 236 40 40 85 399 231 59 370 30 26 44 56 271 183 50 719 74 33 93 35 261 310 60
internal_value=0 -0.349858 -6.58195 -0.1472 2.14288 48.6409 -1.17583 -3.28656 -9.98311 -0.584606 -2.59049 -0.403102 1.40216 -0.108989 0.066511 4.58788 10.6011 -4.70439 -4.81459 -0.14494 -0.760174 -3.39842 0.0997398 2.27337 0.543636 3.49297 8.53928 0.074699 -0.947496 1.43208
internal_weight=0 4047 117 3930 624 42 582 320 84 3306 636 528 262 2670 2574 115 56 129 96 2459 1297 321 976 257 1162 161 68 1001 571 430
internal_count=678013 4047 117 3930 624 42 582 320 84 3306 636 528 262 2670 2574 115 56 129 96 2459 1297 321 976 257 1162 161 68 1001 571 430
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=327744 1048608 165889 2 2 2267137 2 34817
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=31
num_cat=6
split_feature=11 12 13 14 9 13 11 12 12 13 12 12 11 9 1 11 8 12 13 11 12 11 6 11 12 13 12 12 0 12
split_gain=49162 281251 1.74375e+06 1.55748e+06 2.82279e+06 7.28532e+06 5.90233e+06 1.08098e+07 1.49527e+07 2.6543e+06 1.78934e+06 5.50396e+06 6.10587e+06 1.74873e+06 1.35369e+06 1.22033e+06 1.18204e+06 1.09855e+06 2.34993e+06 2.44403e+06 5.11901e+06 1.49824e+06 1.02242e+06 1.49624e+06 994345 991010 1.4367e+06 1.26615e+06 983522 2.87423e+06
threshold=2.5000000000000004 4.5000000000000009 0 1 1.0000000180025095e-35 2 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 3 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 9 1 2 9 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2
left_child=1 2 3 4 9 6 10 8 -8 -1 -6 12 -12 16 22 -16 28 18 19 20 -18 -21 -11 -24 -25 27 -27 -26 -5 -30
right_child=-2 -3 -4 13 5 -7 7 -9 -10 14 11 -13 -14 -15 15 -17 17 -19 -20 21 -22 -23 23 24 25 26 -28 -29 29 -31
leaf_value=-0.83632813991213217 -0.029630719157714421 -0.044478422562900591 -0.46060028605482811 -0.14533272604998757 -3.9615762598374311 -1.3065514449667903 59.831617527382051 51.010098168157761 -0.56169537630948152 0.87829180877835589 8.3798425562241512 -6.4938903384738502 65.235071614583333 -2.8749374392024309 -16.737784788949149 -2.1449513669255413 -2.3310611724853518 0.62770198939435773 0.44982826982066904 -1.6853088637529794 41.571569824218756 14.997197348902924 -0.14782028028328495 -0.46328591533090879 3.4006348867900673 2.4890217770899348 7.3058221395212772 -3.7550459610172577 -0.4901610901399247 2.7328593225408628
leaf_weight=9226 306717 228126 36647 49346 170 837 51 93 209 24629 51 90 30 2007 70 316 44 1129 419 118 67 99 1768 609 1024 1149 1343 326 6467 4836
leaf_count=9226 306717 228126 36647 49346 170 837 51 93 209 24629 51 90 30 2007 70 316 44 1129 419 118 67 99 1768 609 1024 1149 1343 326 6467 4836
internal_value=0 0.0244702 0.134332 0.339018 0.813072 5.02796 12.5063 21.7506 11.2847 0.653581 3.30354 10.5262 29.4373 0.0306032 1.09359 -4.79132 0.123869 2.59607 5.57103 11.7414 24.1687 5.9256 1.16759 2.31327 3.29085 3.88592 5.06459 1.66037 0.0473981 0.888811
internal_weight=0 371296 143170 106523 41991 1531 694 353 260 40460 341 171 81 64532 31234 386 62525 1876 747 328 111 217 30848 6219 4451 3842 2492 1350 60649 11303
internal_count=678013 371296 143170 106523 41991 1531 694 353 260 40460 341 171 81 64532 31234 386 62525 1876 747 328 111 217 30848 6219 4451 3842 2492 1350 60649 11303
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=1827280 2 1048592 1114240 272 155904
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=31
num_cat=10
split_feature=8 13 11 12 14 12 12 12 12 12 13 14 12 13 14 11 11 11 11 11 13 12 12 14 11 13 11 14 12 11
split_gain=56252.3 567968 573087 1.55899e+06 1.0491e+06 2.64938e+06 891587 601993 439754 420876 1.03536e+06 927403 778302 7.26996e+06 1.79748e+07 1.86728e+07 1.43114e+07 1.03579e+07 4.00329e+06 2.771e+06 910607 1.83648e+06 4.29322e+06 1.08164e+07 1.67024e+07 3.16843e+06 2.88669e+06 3.16001e+06 1.85078e+06 1.08136e+06
threshold=1.0000000180025095e-35 0 2.5000000000000004 2.5000000000000004 1 9.5000000000000018 13.500000000000002 3.5000000000000004 25.500000000000004 12.500000000000002 2 3 11.500000000000002 4 5 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 6 2.5000000000000004 1.5000000000000002 7 2.5000000000000004 8 2.5000000000000004 9 3.5000000000000004 3.5000000000000004
decision_type=2 9 2 2 1 2 2 2 2 2 9 1 2 9 1 2 2 2 2 2 9 2 2 1 2 9 2 1 2 2
left_child=-1 2 7 -4 6 -6 -5 -2 9 12 11 -11 20 14 15 -14 -17 -18 -16 -15 21 22 25 24 -24 -3 -27 -28 29 -23
right_child=1 8 3 4 5 -7 -8 -9 -10 10 -12 -13 13 19 18 16 17 -19 -20 -21 -22 28 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0056502306141438599 8.4627303308056252 3.6711940769048841 -25.269683813131774 -1.8233253596873766 -2.1662742255507292 -41.692028132351965 19.226530053065375 -3.3605576045124246 14.383114803972701 2.7076037161880073 -1.3675245026425866 22.952035596876435 71.357661101397341 -42.08766828536988 -27.137257118980486 -5.1883807342176498 63.285512563627066 2.6999091791070029 0.88120965772462123 -4.1785508614789624 -0.42544770869724247 -4.123339704073393 -5.9652150250250298 -1.3782375843370733 61.486708374023443 -1.9966045000051196 -52.863217384584495 -2.6225599016462056 0.93834663499715631 -18.633526986544251
leaf_weight=652834 62 510 39 89 74 22 26 141 21 72 3605 33 68 20 101 173 73 46 103 537 15485 325 62 201 90 76 31 21 3012 61
leaf_count=652834 62 510 39 89 74 22 26 141 21 72 3605 33 68 20 101 173 73 46 103 537 15485 325 62 201 90 76 31 21 3012 61
internal_value=0 -0.146674 -3.61681 -6.90173 -3.50671 -11.2243 2.93577 0.250496 -0.0816024 -0.0939309 -1.0758 8.28143 0.0795748 2.64321 10.5378 24.1632 13.1728 39.8659 -12.9907 -5.44204 -0.0650278 1.20481 4.99534 13.844 33.9734 0.0994443 -13.3737 -32.5737 0.102875 -6.4164
internal_weight=0 25179 453 250 211 96 115 203 24726 24705 3710 105 20995 1121 564 360 292 119 204 557 19874 4389 991 353 152 638 128 52 3398 386
internal_count=678013 25179 453 250 211 96 115 203 24726 24705 3710 105 20995 1121 564 360 292 119 204 557 19874 4389 991 353 152 638 128 52 3398 386
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=6 2 66120 2 30832 2 139552 2 131328 2
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=31
num_cat=11
split_feature=12 12 13 11 6 12 13 14 14 11 13 3 14 11 13 13 8 14 11 6 3 12 12 7 13 12 9 13 0 3
split_gain=55674.4 296847 1.79062e+06 1.70093e+06 2.31386e+06 8.10192e+06 5.16461e+06 3.96086e+06 3.0768e+06 2.04544e+06 2.82146e+06 4.36239e+07 2.25108e+08 2.99435e+06 2.14579e+06 1.99982e+06 4.19065e+06 1.97532e+06 5.54751e+06 2.87894e+07 1.88242e+06 2.89293e+06 1.33963e+06 1.27296e+06 1.27231e+06 1.38819e+06 2.01518e+06 1.51312e+06 2.9508e+06 1.6087e+06
threshold=11.500000000000002 9.5000000000000018 0 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 1 2 3 1.5000000000000002 4 1.0000000180025095e-35 5 2.5000000000000004 6 7 1.0000000180025095e-35 8 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 10.500000000000002 1.0000000180025095e-35 9 10.500000000000002 1.0000000180025095e-35 10 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 9 2 2 2 9 1 1 2 9 2 1 2 9 9 2 1 2 2 2 2 2 2 9 2 2 9 2 2
left_child=1 -1 -3 4 8 6 7 -6 24 14 11 17 13 -13 23 16 -10 18 -11 22 -16 -22 -20 -5 -4 -26 27 29 -29 -27
right_child=-2 2 3 9 5 -7 -8 -9 15 10 -12 12 -14 -15 20 -17 -18 -19 19 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0134709381762807 0.052338977369212059 -0.8585760764363819 -7.303351280016777 3.0419759407317897 4.1397791944052047 -1.5371839935143683 -3.449748360380835 15.825585317192893 2.5584865772554108 -1.5948709698904933 -0.016769876476350431 -34.536933803558348 350.46753831343221 5.709199318132903 -2.2957558074903299 -2.668729107677728 47.621610732512039 -4.8976350812095548 0.52389001306497829 97.465044403076178 -5.5463921864827483 -36.218689395160212 -25.38742904663086 22.897195739746095 1.1287513293612943 2.4943692751893418 20.318690922496085 -1.580844721586808 32.465621211183695 25.685261043425527
leaf_weight=453836 156352 26185 107 417 456 1511 284 797 333 452 26936 36 22 38 4243 2846 22 549 53 36 123 41 32 35 1194 852 91 46 57 31
leaf_count=453836 156352 26185 107 417 456 1511 284 797 333 452 26936 36 22 38 4243 2846 22 549 53 36 123 41 32 35 1194 852 91 46 57 31
internal_value=0 -0.0156911 -0.210822 0.196672 1.44698 3.66267 8.77456 11.4812 0.23647 -0.130001 0.197004 4.88464 69.624 -13.87 -2.02473 -1.78764 5.20452 -0.611028 3.49604 22.5133 -2.69596 -13.2145 -9.23096 4.48032 2.9611 3.46164 6.0801 4.76599 15.7329 3.2715
internal_weight=0 521661 67825 41640 8627 3048 1537 1253 5579 33013 28154 1218 96 74 4859 3201 355 1122 573 121 4407 164 85 452 2378 2271 1077 986 103 883
internal_count=678013 521661 67825 41640 8627 3048 1537 1253 5579 33013 28154 1218 96 74 4859 3201 355 1122 573 121 4407 164 85 452 2378 2271 1077 986 103 883
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=4012164 24 2 2 96 2 49152 131395 2 33 131088
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=31
num_cat=9
split_feature=11 9 13 10 6 13 12 14 12 12 12 12 14 12 12 13 12 12 12 12 13 12 12 12 12 12 13 12 13 13
split_gain=61252.3 587721 607677 642266 552087 1.66557e+06 1.69724e+06 5.08616e+06 1.8076e+07 1.87288e+06 1.62559e+06 1.57501e+06 1.56147e+06 1.51647e+06 5.26837e+06 4.17439e+06 5.75333e+06 1.70758e+06 1.24273e+06 1.3918e+06 1.01505e+06 3.66002e+06 879267 1.22088e+06 643378 1.63185e+06 1.17656e+06 582171 592969 573635
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0 1.0000000180025095e-35 1.0000000180025095e-35 1 6.5000000000000009 2 5.5000000000000009 5.5000000000000009 4.5000000000000009 4.5000000000000009 3 8.5000000000000018 10.500000000000002 4 9.5000000000000018 13.500000000000002 1.5000000000000002 1.0000000180025095e-35 5 7.5000000000000009 20.500000000000004 23.500000000000004 2.5000000000000004 1.5000000000000002 6 1.0000000180025095e-35 7 8
decision_type=2 2 9 2 2 9 2 1 2 2 2 2 1 2 2 9 2 2 2 2 9 2 2 2 2 2 9 2 9 9
left_child=1 2 3 -1 -4 6 7 8 10 11 -6 18 29 20 15 16 -15 -16 19 -9 21 -14 -8 -24 25 27 -27 -22 -29 -7
right_child=-2 -3 4 -5 5 12 22 9 -10 -11 -12 -13 13 14 17 -17 -18 -19 -20 -21 24 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-1.6472712516931507 0.012766698492659743 -1.1473496575221376 0.18706324686034348 12.387328801010595 0.11711767739856367 -6.6695208393524741 0.46741549641350733 -1.5637019657394262 67.305673081534252 -9.7489076670125243 19.458200369562423 13.230601959112215 0.36301294514790494 1.9907065793944569 -2.3314738672114181 -1.9657117984724828 13.960130994413829 1.1550389585065284 -3.0780492139218461 14.721282985722908 0.4929397241856025 26.212558487922919 -31.245209376017257 2.1042316105054772 -1.7295556266589909 5.6247863455347007 -2.3778397264406665 -5.104457495635069 0.84476051172280209 -1.41852233632378
leaf_weight=2740 574056 4834 65794 33 194 204 2153 103 56 139 56 123 470 820 2815 600 787 2804 335 107 615 62 21 23 5794 676 248 622 231 10498
leaf_count=2740 574056 4834 65794 33 194 204 2153 103 56 139 56 123 470 820 2815 600 787 2804 335 107 615 62 21 23 5794 676 248 622 231 10498
internal_value=0 -0.0706545 -0.0181465 -1.47493 0.0239311 -0.327322 1.78775 4.9746 15.9526 0.81194 4.44952 3.00948 -0.584714 0.023945 1.03444 5.17441 7.80396 -0.59163 0.702696 6.73389 -0.883161 3.31327 0.181426 -13.8125 -1.15852 0.219836 3.51204 -1.85237 -3.54329 -1.52617
internal_weight=0 103957 99123 2773 96350 30556 3310 1113 306 807 250 668 27246 16544 7826 2207 1607 5619 545 210 8718 532 2197 44 8186 2392 924 1468 853 10702
internal_count=678013 103957 99123 2773 96350 30556 3310 1113 306 807 250 668 27246 16544 7826 2207 1607 5619 545 210 8718 532 2197 44 8186 2392 924 1468 853 10702
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2097536 135241 2 2 16 8226 16 16 34
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=31
num_cat=10
split_feature=12 12 13 11 13 8 6 12 13 14 13 14 8 12 13 3 12 0 13 12 14 11 6 11 9 11 3 12 14 11
split_gain=52991.9 267086 1.42134e+06 897857 2.73464e+06 1.70913e+06 1.42059e+06 5.967e+06 3.59985e+06 2.38727e+06 1.64224e+06 1.55837e+06 1.39603e+06 1.37043e+06 1.30228e+06 6.4401e+06 5.34346e+07 1.35957e+06 1.77669e+06 3.56632e+06 8.21077e+06 1.61738e+07 4.48896e+07 9.54259e+06 1.2535e+06 1.00122e+06 1.11792e+06 4.60963e+06 1.30915e+07 7.74239e+06
threshold=11.500000000000002 9.5000000000000018 0 1.0000000180025095e-35 1 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 2 3 4 5 1.0000000180025095e-35 10.500000000000002 6 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 7 10.500000000000002 8 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 10.500000000000002 9 2.5000000000000004
decision_type=2 2 9 2 9 2 2 2 9 1 9 1 2 2 9 2 2 2 9 2 1 2 2 2 2 2 2 2 1 2
left_child=1 -1 -3 4 5 -4 9 8 11 12 -11 -8 13 -6 15 17 -17 18 -5 -20 21 23 -23 -21 -15 -16 -27 -28 -29 -30
right_child=-2 2 3 14 6 -7 7 -9 -10 10 -12 -13 -14 24 25 16 -18 -19 19 20 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=0.012318393191793307 0.051027728845567034 -1.0043688168739007 -3.3763052538762035 -2.6060760083552386 1.2253861458249975 -23.592966062372383 5.2409707871727322 -1.287480330638973 -2.0202556855664282 8.6415823435783388 -1.758839168500282 12.527473105043725 -6.8391768469326735 5.082623389619279 -1.4876969709465002 -0.50073125240849514 126.61031951904297 -3.1048469926908577 0.071355410229650626 68.994080285592517 -1.7812130337439216 -9.6549977903012874 182.77711492885246 -3.4376816159202939 17.134202744333368 0.063841227047894147 -0.097973941356152089 -0.10230711778004964 -71.44249462890626 -14.911128100943058
leaf_weight=453836 156352 16597 843 556 1202 44 460 1527 324 150 3075 811 138 943 5905 255 38 794 679 22 197 27 22 105 95 31264 1430 225 50 47
leaf_count=453836 156352 16597 843 556 1202 44 460 1527 324 150 3075 811 138 943 5905 255 38 794 679 22 197 27 22 105 95 31264 1430 225 50 47
internal_value=0 -0.0153432 -0.200435 0.0602107 0.931333 -4.33034 1.46952 3.18061 7.45822 0.518723 -1.25376 9.81314 2.92253 3.52392 -0.140977 1.98081 15.9847 0.280845 1.95264 4.34546 12.2424 27.9393 76.7431 9.10955 6.18561 -0.28833 -0.0739077 -2.532 -13.3415 -44.051
internal_weight=0 521661 67825 51228 9612 887 8725 3122 1595 5603 3225 1271 2378 2240 41616 2695 293 2402 1608 1052 373 176 49 127 1038 38921 33016 1752 322 97
internal_count=678013 521661 67825 51228 9612 887 8725 3122 1595 5603 3225 1271 2378 2240 41616 2695 293 2402 1608 1052 373 176 49 127 1038 38921 33016 1752 322 97
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1908868 36896 2097176 2 65 2 32866 32 2 2
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=31
num_cat=9
split_feature=11 13 5 12 12 14 12 8 14 12 0 13 12 12 14 12 8 9 14 13 12 2 12 12 13 12 3 13 12 6
split_gain=65274.9 548834 1.39133e+06 2.69686e+07 1.15458e+06 977363 672437 5.92656e+06 2.7095e+07 5.89112e+07 1.17784e+06 2.02994e+06 8.55904e+06 1.64742e+07 2.95627e+07 1.06315e+06 8.02341e+06 445531 561369 1.09797e+06 1.03235e+06 4.12209e+06 8.39621e+06 1.11171e+07 1.65527e+06 2.51155e+06 1.51113e+06 8.5807e+06 1.03431e+07 991507
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 8.5000000000000018 13.500000000000002 1 11.500000000000002 1.0000000180025095e-35 2 14.500000000000002 1.0000000180025095e-35 3 13.500000000000002 12.500000000000002 4 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5 6 15.500000000000002 1.0000000180025095e-35 17.500000000000004 16.500000000000004 7 1.5000000000000002 1.0000000180025095e-35 8 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 2 1 2 2 1 2 2 9 2 2 1 2 2 2 1 9 2 2 2 2 9 2 2 9 2 2
left_child=1 2 6 -4 5 -5 15 10 9 -9 -8 12 13 -12 -15 -1 -17 18 20 -20 24 29 23 -23 25 26 -3 28 -28 -22
right_child=-2 17 3 4 -6 -7 7 8 -10 -11 11 -13 -14 14 -16 16 -18 -19 19 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.25171510580470668 0.013171729228858557 -0.45867701179631659 90.417970064481096 -50.815962715148927 -5.6882127952575692 -19.927570833478654 -0.36233650233318204 183.72494750976563 -40.695621558598113 -29.309016077496388 -6.183452162309127 0.85249576035687946 0.18418548225511053 -17.02729949951172 129.76600611069622 -1.5393320887530293 -55.256741536896804 -1.192459631328578 0.41457484918100102 -0.62551313525657981 1.2881131603030571 4.8233119692121242 -2.8862750907997032 95.63181111262395 0.56773565092597633 -1.4868947654782256 0.19708440192391941 0.02507534920121134 43.216524668636488 -1.4760838542987322
leaf_weight=11442 574056 1139 30 20 20 21 2516 25 35 27 55 1038 282 23 34 675 29 4079 33584 14534 3948 28 77 26 7929 19341 107 843 117 1933
leaf_count=11442 574056 1139 30 20 20 21 2516 25 35 27 55 1038 282 23 34 675 29 4079 33584 14534 3948 28 77 26 7929 19341 107 843 117 1933
internal_value=0 -0.0729451 0.460268 12.791 -25.3863 -34.9951 0.391206 1.50966 27.3268 73.1112 0.940741 3.23023 9.23828 32.8601 70.5336 0.0196468 -3.75212 -0.171928 -0.122159 0.100373 -0.423889 0.770365 18.3148 48.5459 -0.667472 -1.12175 2.07451 4.77864 21.6984 0.379561
internal_weight=0 103957 16272 91 61 41 16181 4035 87 52 3948 1432 394 112 57 12146 704 87685 83606 48118 35488 6012 131 54 29476 21547 2206 1067 224 5881
internal_count=678013 103957 16272 91 61 41 16181 4035 87 52 3948 1432 394 112 57 12146 704 87685 83606 48118 35488 6012 131 54 29476 21547 2206 1067 224 5881
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=366624 2 2 2048 2 2 1048603 3146138 16
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=31
num_cat=4
split_feature=11 13 8 12 12 12 12 2 11 14 12 11 3 6 6 11 3 12 14 12 12 12 9 10 11 12 11 14 0 12
split_gain=54509.3 201795 635949 1.26804e+07 1.51401e+06 427265 1.18641e+06 5.11133e+06 6.8253e+06 1.84008e+06 2.71128e+06 6.16928e+06 7.4673e+06 1.41709e+07 2.10107e+06 2.92562e+06 1.15655e+06 4.53695e+06 1.40305e+06 1.86649e+06 1.46282e+06 826097 633233 604647 524647 513972 1.11322e+06 1.24749e+06 470088 705571
threshold=2.5000000000000004 0 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 10.500000000000002 2 8.5000000000000018 9.5000000000000018 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 3.5000000000000004 3 1.0000000180025095e-35 1.5000000000000002
decision_type=2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2
left_child=-1 2 5 -4 -5 6 7 28 -9 10 11 -8 13 -13 -12 -16 21 18 20 -20 -18 22 25 -23 -25 -7 27 -27 -2 -30
right_child=1 -3 3 4 -6 16 9 8 -10 -11 14 12 -14 -15 15 -17 17 -19 19 -21 -22 23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.025743415982896735 -1.242909785564313 -0.020294512314167418 69.675775792048526 -22.437908933220839 0.25239600914602101 -2.8627488023491319 1.067944982278086 2.3979758552882982 -76.454215712774371 -1.9765771653806494 -2.6175281350274346 92.79347959819593 -1.3048697806693412 -8.0555472634055398 40.799967351453063 -2.7360577496615326 -1.6510383422374728 -40.105027329294309 -3.5632313998845913 -39.510183448791508 24.579954670093681 -0.46957547389231424 4.3503718960669735 19.742669037410195 0.99898147266358139 -6.2508842920434891 -0.50424317373356353 -27.272359199523926 -0.54520378065581365 13.370356482790228
leaf_weight=371296 1598 301259 26 41 104 186 137 23 21 479 296 38 37 22 29 33 100 38 52 20 27 1687 62 28 32 58 71 55 101 57
leaf_count=371296 1598 301259 26 41 104 186 137 23 21 479 296 38 37 22 29 33 100 38 52 20 27 1687 62 28 32 58 71 55 101 57
internal_value=0 -0.0312238 -0.633278 5.36763 -6.16348 -0.828567 -0.00390504 -1.57195 -35.236 2.63146 6.35993 14.7306 34.0273 55.8155 0.888606 17.6276 -1.80853 -8.44273 -2.39667 -13.5485 3.92563 -1.08696 -5.0025 -0.118724 9.74604 -6.56974 -10.317 -16.4826 -0.728431 4.47497
internal_weight=0 306717 5458 171 145 5287 2871 1800 44 1071 592 234 97 60 358 62 2416 237 199 72 127 2179 432 1747 60 370 184 113 1756 158
internal_count=678013 306717 5458 171 145 5287 2871 1800 44 1071 592 234 97 60 358 62 2416 237 199 72 127 2179 432 1747 60 370 184 113 1756 158
cat_boundaries=0 1 2 3 4
cat_threshold=65570 2 2 2
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=31
num_cat=6
split_feature=11 13 1 14 12 3 12 12 12 12 0 9 14 12 6 13 12 6 12 12 6 6 8 12 14 12 6 6 12 14
split_gain=57090.2 530070 2.23375e+06 3.03253e+07 8.89061e+06 1.19548e+06 1.71006e+06 2.37008e+06 967396 3.72744e+06 4.58988e+06 2.50802e+06 4.62362e+06 4.45713e+07 7.39346e+07 1.15537e+07 3.01487e+07 7.3979e+06 3.7194e+06 2.5804e+06 3.27167e+06 1.80302e+06 1.70264e+06 2.05054e+07 7.48794e+07 1.03753e+07 1.13519e+06 1.0628e+06 670610 665124
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 3.5000000000000004 1.0000000180025095e-35 10.500000000000002 14.500000000000002 5.5000000000000009 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 2 6.5000000000000009 1.0000000180025095e-35 3 7.5000000000000009 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 4 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 5
decision_type=2 9 2 1 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 1
left_child=1 2 5 -4 -5 8 -7 -8 29 10 11 12 13 14 -10 16 -14 -18 27 20 -20 -21 -11 24 -24 -26 -15 -17 -6 -1
right_child=-2 -3 3 4 28 6 7 -9 9 22 -12 -13 15 26 -16 18 17 -19 19 21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.2653523293752524 0.012323898558106203 -0.11984803609088733 91.965389566163765 -64.477531509399412 -2.9056326154252172 -2.0278019335445574 -47.696667971611021 0.40373726969673518 -8.5364168415898867 -0.5521869832146481 -2.4334702880294237 -4.6577792710524344 0.071612092513072351 -4.5109705899212811 254.3567060852051 -6.558892175886367 144.94251181862572 60.908980026245118 51.021682912653148 -33.399362869262696 4.1350785048111627 2.0272571040134806 181.5976374359131 -61.332017408098494 7.0066485461066748 -82.392482103620267 -30.453174258816627 -31.453873265043217 15.368822370256698 0.5314946800363789
leaf_weight=441 574056 98797 37 25 71 677 20 21 23 2113 270 65 79 37 20 27 22 20 22 20 46 51 25 28 34 21 31 47 28 839
leaf_count=441 574056 98797 37 25 71 677 20 21 23 2113 270 65 79 37 20 27 22 20 22 20 46 51 25 28 34 21 31 47 28 839
internal_value=0 -0.0682132 0.918875 12.5143 -11.1928 0.547265 -3.2288 -23.0599 1.18058 2.16233 8.10935 13.6908 16.371 34.0526 113.739 10.4947 33.6838 104.927 -4.06874 5.38197 19.3043 -7.95207 0.0737764 12.3206 38.0991 -27.1276 -16.3376 -22.3706 2.2629 -1.12117
internal_weight=0 103957 5160 161 124 4999 718 41 4281 3001 780 510 445 111 43 334 121 42 213 139 68 71 2221 108 80 55 68 74 99 1280
internal_count=678013 103957 5160 161 124 4999 718 41 4281 3001 780 510 445 111 43 334 121 42 213 139 68 71 2221 108 80 55 68 74 99 1280
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=4128 2 2 32 2 2
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=31
num_cat=16
split_feature=11 12 13 0 12 13 11 12 14 11 13 11 12 14 12 11 14 12 13 13 14 13 13 12 13 14 14 14 9 13
split_gain=48121.1 212639 1.38468e+06 1.29331e+06 2.11212e+06 1.54271e+06 6.67601e+06 1.74122e+07 1.57751e+07 1.79229e+06 1.13636e+07 1.5851e+07 1.46898e+07 1.76968e+07 5.72611e+06 3.0096e+06 5.3303e+06 2.78997e+06 4.69071e+06 2.3135e+06 2.01009e+06 1.69954e+06 1.35779e+06 2.19347e+06 1.08453e+06 4.20172e+06 4.12516e+06 1.04578e+06 2.54871e+06 5.95493e+06
threshold=2.5000000000000004 4.5000000000000009 0 1.0000000180025095e-35 2.5000000000000004 1 1.5000000000000002 3.5000000000000004 2 1.5000000000000002 3 1.0000000180025095e-35 3.5000000000000004 4 3.5000000000000004 1.0000000180025095e-35 5 3.5000000000000004 6 7 8 9 10 1.5000000000000002 11 12 13 14 1.0000000180025095e-35 15
decision_type=2 2 9 2 2 9 2 2 1 2 9 2 2 1 2 2 1 2 9 9 1 9 9 2 9 1 1 1 2 9
left_child=1 2 3 27 22 6 -6 8 -8 10 11 -7 -13 -14 15 16 -12 19 24 -11 -17 -18 23 -5 26 -26 -19 28 -1 -30
right_child=-2 -3 -4 4 5 9 7 -9 -10 17 14 12 13 -15 -16 20 21 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.38565509149641464 -0.029333873238352199 -0.035760283429025971 -0.41043516281468401 4.8157848574978921 -3.4148771569036671 -8.4912700630636788 121.48709422520228 -9.8377697994834499 13.314442854661209 6.917662498354912 -0.019490491070793672 11.244081635908648 16.695862702400454 114.02991521307763 -1.8187140372618704 8.0744123575980193 1.4947192919456354 12.234324156647862 -3.1409964469171339 -3.2456008130933252 -3.6746338179330382 15.933553619500188 -0.52135768730751342 -1.619261508900139 0.17237175594676624 21.030851005839409 -1.5657106093216759 -0.13554376518325581 11.31903428950093 -1.169355861974579
leaf_weight=33522 306717 228126 36647 1347 155 85 28 57 26 246 412 66 31 47 1816 228 108 404 734 1832 403 651 7835 873 176 214 467 53229 694 837
leaf_count=33522 306717 228126 36647 1347 155 85 28 57 26 246 412 66 31 47 1816 228 108 404 734 1832 403 651 7835 873 176 214 467 53229 694 837
internal_value=0 0.0241912 0.119718 0.302116 1.06869 2.26128 9.62955 28.7123 69.404 1.99913 3.54953 24.675 45.9659 75.3459 2.13829 6.13791 9.13785 0.539662 3.21079 -2.02477 0.570663 14.1086 0.0977818 2.275 6.87838 11.3273 4.78034 0.143758 0.567885 4.55791
internal_weight=0 371296 143170 106523 18241 8186 266 111 54 7920 3847 229 144 78 3618 1802 1171 4073 1995 2078 631 759 10055 2220 1261 390 871 88282 35053 1531
internal_count=678013 371296 143170 106523 18241 8186 266 111 54 7920 3847 229 144 78 3618 1802 1171 4073 1995 2078 631 759 10055 2220 1261 390 871 88282 35053 1531
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1827280 8192 2 1572864 2 2 229392 16768 2 147520 164032 16 2 2 2 1048592
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=31
num_cat=6
split_feature=11 13 1 12 14 3 12 12 12 12 0 9 14 12 6 12 6 7 8 12 14 12 6 5 12 13 12 14 12 6
split_gain=52341.3 447631 1.80849e+06 2.90768e+07 2.39391e+06 959309 1.38938e+06 1.91976e+06 768237 3.01923e+06 3.71781e+06 2.03149e+06 3.74513e+06 3.61028e+07 5.9887e+07 7.64454e+06 3.66439e+06 3.14517e+06 1.37914e+06 1.66094e+07 6.06523e+07 8.40402e+06 919503 620306 2.36922e+06 766508 627282 538377 2.22956e+06 7.16864e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 2.5000000000000004 1 1.0000000180025095e-35 10.500000000000002 14.500000000000002 5.5000000000000009 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 2 6.5000000000000009 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 3 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 4 7.5000000000000009 5 4.5000000000000009 1.0000000180025095e-35
decision_type=2 9 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 9 2 1 2 2
left_child=1 2 5 -4 -5 8 -7 -8 27 10 11 12 13 14 -10 17 -17 -14 -11 20 -20 -22 -15 -3 26 -26 -25 28 -1 -30
right_child=-2 23 3 4 -6 6 7 -9 9 18 -12 -13 15 22 -16 16 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.28025508408347871 0.011843767108156744 -0.091217807444150284 124.11328247070313 -27.845224039694841 2.614940098735774 -1.7925563929176052 -42.923425382375719 0.36693955943697976 -7.67919921875 -0.49339229307409377 -2.1865473556518555 -4.1884251697246846 -6.3672165677902548 -4.0562975471084179 228.92461730957029 54.019605146135603 16.755868272378411 27.104857404304273 163.44144854736328 -55.195239203316831 6.3095596762264483 -74.149658675420852 -27.404279868833484 -10.13090314358473 6.366542253260465 -1.9406770993593643 -25.888411375681557 0.51050230550254483 -1.9560551368828976 -69.036571974981399
leaf_weight=354 574056 98074 20 34 107 677 20 21 23 2113 270 65 188 37 20 42 71 33 25 28 34 21 31 160 144 389 30 839 66 21
leaf_count=354 574056 98074 20 34 107 677 20 21 23 2113 270 65 188 37 20 42 71 33 25 28 34 21 31 160 144 389 30 839 66 21
internal_value=0 -0.0652709 0.841819 11.2753 -4.73006 0.507477 -2.8751 -20.7503 1.0748 1.94967 7.30199 12.3253 14.7375 30.6509 102.369 9.44884 30.6061 -1.36912 0.0699747 11.0921 34.2927 -24.4112 -14.7002 -0.112721 -3.03109 0.386712 -12.6189 -0.97638 -3.80517 -18.1479
internal_weight=0 103957 5160 161 141 4999 718 41 4281 3001 780 510 445 111 43 334 113 221 2221 108 80 55 68 98797 723 533 190 1280 441 87
internal_count=678013 103957 5160 161 141 4999 718 41 4281 3001 780 510 445 111 43 334 113 221 2221 108 80 55 68 98797 723 533 190 1280 441 87
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=4128 2 2 2 2039808 2
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=31
num_cat=6
split_feature=12 13 12 12 13 11 6 14 12 9 12 6 14 1 12 11 11 12 14 7 11 11 12 3 12 11 0 13 12 12
split_gain=54804.8 259455 770295 724630 1.42377e+06 4.485e+06 7.67013e+06 1.67994e+07 4.46557e+07 1.88731e+06 1.58285e+06 3.92645e+06 743897 6.46737e+06 5.1205e+07 6.21439e+06 2.31378e+06 2.28595e+06 721472 2.26117e+06 2.65521e+06 7.07518e+06 1.19982e+07 1.9093e+06 2.80809e+06 1.39483e+06 2.93342e+06 6.60328e+06 8.62683e+06 2.6042e+07
threshold=11.500000000000002 0 15.500000000000002 17.500000000000004 1 2.5000000000000004 1.0000000180025095e-35 2 16.500000000000004 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 18.500000000000004 3.5000000000000004 4.5000000000000009 18.500000000000004 4 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5 13.500000000000002 12.500000000000002
decision_type=2 9 2 2 9 2 2 1 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2
left_child=-1 2 18 4 5 10 9 8 -8 -7 -4 -12 13 -5 -15 -16 -14 -18 19 -2 21 -21 -23 25 -25 26 -20 28 29 -28
right_child=1 -3 3 12 -6 6 7 -9 -10 -11 11 -13 16 14 15 -17 17 -19 23 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.015540379600332027 -1.5118506828025551 0.11025891058931681 0.74031859834988911 -0.44516910652703701 0.82145878630910907 -1.5251368140327861 -5.4209700921002559 -13.644041137695314 168.67465444711539 25.316738005607363 -1.0007098217268247 -55.995519790649418 0.88616409416630093 -135.7614681375438 -2.8350659588551417 65.759280456542967 48.167591639927458 2.041508674621582 -0.16645109053716622 -4.6630812179083119 1.1869106840807448 67.819982028007516 -12.796635996500651 -34.80874145095413 -3.0684404301432382 -0.033371626943155756 -7.8919143676757812 -1.8048957278088826 1.9479216835715556 116.81150225471048
leaf_weight=521661 10639 129769 96 2832 3979 169 34 40 26 31 37 20 1017 29 28 25 21 22 482 87 937 48 30 37 113 5528 33 154 55 34
leaf_count=521661 10639 129769 96 2832 3979 169 34 40 26 31 37 20 1017 29 28 25 21 22 482 87 937 48 30 37 113 5528 33 154 55 34
internal_value=0 0.0519563 -0.232611 0.558878 1.43806 6.68827 13.9418 36.5547 70.0205 2.63535 -7.09716 -20.2971 -0.421626 -1.24681 -28.9327 29.5208 1.84685 24.5682 -0.598765 -1.06521 3.24674 14.9441 36.8136 0.252164 -10.8977 0.518228 4.54098 12.7619 28.9265 55.3904
internal_weight=0 156352 26583 8406 4432 453 300 100 60 200 153 57 3974 2914 82 53 1060 43 18177 11741 1102 165 78 6436 150 6286 758 276 122 67
internal_count=678013 156352 26583 8406 4432 453 300 100 60 200 153 57 3974 2914 82 53 1060 43 18177 11741 1102 165 78 6436 150 6286 758 276 122 67
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2401 256 2 2 2 2048
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=31
num_cat=6
split_feature=13 4 11 12 12 11 13 11 13 11 12 12 12 12 12 12 14 12 12 12 8 12 13 11 12 11 13 12 12 12
split_gain=58815.9 261090 391297 2.54025e+06 306450 387122 352429 297890 287343 251639 523384 866268 254150 472305 348513 284697 228355 274892 213317 805350 203054 916859 1.11309e+06 2.26749e+06 3.18507e+06 379437 1.21565e+06 1.6711e+06 705431 679474
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 13.500000000000002 2.5000000000000004 1 2.5000000000000004 2 1.5000000000000002 7.5000000000000009 4.5000000000000009 6.5000000000000009 4.5000000000000009 5.5000000000000009 8.5000000000000018 3 1.5000000000000002 14.500000000000002 15.500000000000002 1.0000000180025095e-35 2.5000000000000004 4 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 5 9.5000000000000018 15.500000000000002 5.5000000000000009
decision_type=9 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 9 2 2 2
left_child=-1 20 3 -3 6 18 9 -8 -5 10 11 -4 13 -11 -15 -14 -9 -18 -6 -20 -2 22 23 -22 -25 26 27 -23 29 -28
right_child=1 2 4 8 5 -7 7 16 -10 12 -12 -13 15 14 -16 -17 17 -19 19 -21 21 25 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.020136430884165467 0.075491140970358084 30.07694441477458 1.0179854038783482 -4.4495174297341356 -0.24939685502777931 -0.98054730690442593 -1.2894694835342611 -2.4978374358516398 1.4674182391166688 -1.4375642490654099 -4.8026344524489515 26.708719616844544 -4.9652411315752119 8.8110901308059706 0.61835132594461806 -0.68048370255141699 0.47852274576822923 -7.5484783260301613 19.750936499801842 1.3203888116460858 -1.2663535021333134 6.1979450180951297 -1.7419092891379173 -3.818114910454586 -51.102619223935264 -0.16199178069522291 5.0159861091495488 36.581619204645577 16.717803856730463 -3.8280276614472388
leaf_weight=461738 205555 30 35 101 46 260 679 343 305 357 36 21 230 100 108 476 51 261 37 66 85 85 1278 29 28 5231 129 23 24 266
leaf_count=461738 205555 30 35 101 46 260 679 343 305 357 36 21 230 100 108 476 51 261 37 66 85 85 1278 29 28 5231 129 23 24 266
internal_value=0 0.0430548 -0.808444 1.9969 -1.20224 1.34845 -1.58905 -2.73665 -0.0779795 -0.442547 4.60454 10.652 -0.811357 0.769346 4.55717 -2.07637 -4.27864 -6.23637 5.41247 7.94107 0.0572343 -0.465584 -2.74142 -10.8503 -27.0456 0.0956682 2.6532 11.5949 0.0700097 -0.939729
internal_weight=0 216275 3542 436 3106 409 2697 1334 406 1363 92 56 1271 565 208 706 655 312 149 103 212733 7178 1420 142 57 5758 527 108 419 395
internal_count=678013 216275 3542 436 3106 409 2697 1334 406 1363 92 56 1271 565 208 706 655 312 149 103 212733 7178 1420 142 57 5758 527 108 419 395
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=1290674 786949 2097228 2 262212 262149
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=31
num_cat=12
split_feature=11 9 12 12 13 13 10 6 13 12 12 14 14 12 12 14 12 13 12 12 13 13 12 12 13 12 12 13 12 13
split_gain=50413.4 407205 544109 622602 428523 413316 521427 427377 1.32923e+06 3.42328e+06 1.41417e+07 1.13147e+08 3.34841e+06 9.22765e+06 6.40339e+06 720066 1.07563e+06 7.13083e+06 3.10505e+07 7.12722e+06 2.21976e+07 1.66215e+06 1.03239e+06 3.31941e+06 3.09329e+06 3.64028e+06 1.08827e+06 1.14548e+06 1.15929e+06 900208
threshold=1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 15.500000000000002 0 1 1.0000000180025095e-35 1.0000000180025095e-35 2 6.5000000000000009 5.5000000000000009 3 4 4.5000000000000009 3.5000000000000004 5 5.5000000000000009 6 4.5000000000000009 6.5000000000000009 7 8 8.5000000000000018 10.500000000000002 9 9.5000000000000018 13.500000000000002 10 12.500000000000002 11
decision_type=2 2 2 2 9 9 2 2 9 2 2 1 1 2 2 1 2 9 2 2 9 9 2 2 9 2 2 9 2 9
left_child=1 5 -3 4 -4 6 -1 -7 9 10 12 -12 14 -14 -9 16 17 18 -10 20 -18 -21 29 24 25 -24 27 28 -25 -17
right_child=-2 2 3 -5 -6 7 -8 8 15 -11 11 -13 13 -15 -16 22 19 -19 -20 21 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-1.3708640819005953 0.011615722655141622 -1.480512044065452 6.0035090976291237 -1.2745061103078621 -0.54173685486723744 0.15804274131227586 11.274161887891365 7.8064557772416343 -1.1663555887280679 -0.85624953879903787 253.67597381591796 -22.153168625667178 -1.2645675026002479 44.419202790436927 -46.198380906958334 1.3949546907404651 -0.67944779621989948 -0.48944590643609526 119.94764353434246 3.2206078364643282 -48.167208130915363 -1.3423962864296852 1.7746223588106109 2.0485961278279623 -1.4771327765302256 11.2955905856141 0.86857210656677963 -2.2084196978163524 24.908866353188792 -1.2049897377289827
leaf_weight=2761 574056 3897 296 487 154 65774 33 52 98 892 20 58 244 54 38 1601 391 2353 27 882 123 7656 820 78 722 787 3021 2878 31 7729
leaf_count=2761 574056 3897 296 487 154 65774 33 52 98 892 20 58 244 54 38 1601 391 2353 27 882 123 7656 820 78 722 787 3021 2878 31 7729
internal_value=0 -0.0640655 -0.960284 1.20336 3.88495 -0.020359 -1.21716 0.0144787 -0.294559 2.75244 9.71913 48.5723 1.90845 7.0137 -14.9956 -0.437073 -1.05195 0.794077 23.1428 -1.55731 -12.9936 -0.868825 -0.0360321 0.772648 3.97748 6.39754 -0.469706 -1.82322 7.83164 -0.758643
internal_weight=0 103957 4834 937 450 99123 2794 96329 30555 1358 466 78 388 298 90 29197 11530 2478 125 9052 514 8538 17667 8337 2329 1607 6008 2987 109 9330
internal_count=678013 103957 4834 937 450 99123 2794 96329 30555 1358 466 78 388 298 90 29197 11530 2478 125 9052 514 8538 17667 8337 2329 1607 6008 2987 109 9330
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=6160 2098048 4105 2 2 2 32864 16 753696 16 32836 483362
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=31
num_cat=6
split_feature=13 12 12 11 6 11 14 12 12 14 10 12 11 2 14 14 8 12 0 11 8 11 12 7 11 12 14 11 9 11
split_gain=55851.2 997164 2.97736e+06 4.89457e+06 4.56614e+06 7.25307e+06 1.51755e+07 2.17325e+07 5.71896e+06 1.04988e+07 3.10417e+06 1.00307e+07 1.48304e+07 1.88052e+06 7.6265e+06 1.85443e+06 5.80072e+07 3.47688e+06 4.58012e+06 9.10963e+06 2.74234e+06 8.87646e+06 1.54869e+07 1.60531e+06 7.99861e+06 1.09094e+07 6.71225e+06 1.46291e+06 1.19408e+06 3.22756e+06
threshold=0 13.500000000000002 15.500000000000002 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1 14.500000000000002 14.500000000000002 2 1.0000000180025095e-35 14.500000000000002 3.5000000000000004 1.0000000180025095e-35 3 4 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 14.500000000000002 1.0000000180025095e-35 1.5000000000000002 14.500000000000002 5 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004
decision_type=9 2 2 2 2 2 1 2 2 1 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=1 -1 3 13 10 6 7 -6 -7 -10 15 -12 -13 23 -15 20 17 -17 -19 -20 28 -22 -23 27 -25 26 -26 -3 -5 -30
right_child=-2 2 -4 4 5 8 -8 -9 9 -11 11 12 -14 14 -16 16 -18 18 19 -21 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.15047450285965625 0.016057723650443584 1.0103997259985462 -0.58937698939471994 0.019115914767932639 45.15549943660622 -6.2575039652944771 -3.875221345974849 2.7437402170354672 -1.9919506482068929 32.286108637527683 -3.7742853332310915 82.623633184887126 -1.9235675462135455 -3.044801896193932 54.050642496347429 -4.8554396033175848 139.50075978925153 -3.1282199760550236 34.774340107684999 -6.1671046407599199 9.4303188429610554 -66.780049936394946 12.709643962771395 -11.495047655603388 46.74657323338964 -3.9494076114854004 0.20954565003860828 -2.2328024687749553 -6.0297775974980112 21.140198177538423
leaf_weight=140005 515512 2418 11192 1865 268 412 260 220 241 142 128 42 41 87 32 536 31 219 127 95 101 57 43 182 111 153 43 3274 81 95
leaf_count=140005 515512 2418 11192 1865 268 412 260 220 241 142 128 42 41 87 32 536 31 219 127 95 101 57 43 182 111 153 43 3274 81 95
internal_value=0 -0.0511744 0.566802 1.71153 4.04634 8.57046 15.6387 26.0354 1.9201 10.7169 2.02938 13.783 40.8594 -0.142985 12.3086 1.2663 4.82876 0.55565 7.13239 17.2544 -0.335383 -11.48 -32.5995 -0.382709 5.11559 14.9629 33.7525 -0.855068 0.762155 8.63583
internal_weight=0 162501 22496 11304 5004 1543 748 488 795 383 3461 211 83 6300 119 3250 1008 977 441 222 2242 201 100 6181 489 307 154 5692 2041 176
internal_count=678013 162501 22496 11304 5004 1543 748 488 795 383 3461 211 83 6300 119 3250 1008 977 441 222 2242 201 100 6181 489 307 154 5692 2041 176
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=233506 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=31
num_cat=10
split_feature=11 1 13 13 11 12 13 12 13 14 11 12 13 11 13 14 12 14 13 11 12 12 12 12 12 11 12 12 12 11
split_gain=52547.4 204467 856770 723323 1.85562e+06 561664 972364 3.3196e+06 4.76243e+06 7.5023e+06 1.39878e+06 1.43949e+07 839687 760546 5.45405e+06 3.70453e+07 3.63915e+06 1.337e+06 858510 1.17744e+06 722403 603294 524679 476344 417227 900821 416469 414016 535308 485658
threshold=2.5000000000000004 1.0000000180025095e-35 0 1 1.5000000000000002 5.5000000000000009 2 7.5000000000000009 3 4 1.5000000000000002 6.5000000000000009 5 1.0000000180025095e-35 6 7 2.5000000000000004 8 9 1.5000000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 6.5000000000000009 2.5000000000000004 1.0000000180025095e-35 7.5000000000000009 5.5000000000000009 9.5000000000000018 1.5000000000000002
decision_type=2 2 9 9 2 2 9 2 9 1 2 2 9 2 9 1 2 1 9 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 24 4 23 13 26 8 9 -8 -11 -12 -9 14 15 -5 -17 20 19 22 -16 -21 -15 -4 25 -3 -7 29 -29 -26
right_child=-2 2 3 5 -6 6 7 12 -10 10 11 -13 -14 18 17 16 -18 -19 -20 21 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.037222002574253565 -0.030680880661069911 -20.003758583068848 -9.8400127519880023 132.92980865637463 25.451112298965455 -2.9601829685295056 -11.661520306269329 -2.3189191996065297 0.28968876313398234 62.815895843505864 -12.081403126436122 78.05366276921454 2.3710020449116347 -25.617093248856374 -23.229994038173132 -29.573784990310671 11.46371172641186 -0.39491173740890295 -1.2859155597610372 2.4912744003592184 -4.2008854665254294 -7.1446079741824766 -9.5998753658560823 7.1822611035839206 -4.7244683108917656 -3.0185244159955609 -0.058801210579518294 -8.2630650213029657 -1.740355246603204 5.6868513140185133
leaf_weight=361880 306717 45 35 24 40 614 36 655 177 24 34 37 887 39 42 40 47 576 2237 103 38 176 43 31 73 102 2547 180 418 116
leaf_count=361880 306717 45 35 24 40 614 36 655 177 24 34 37 887 39 42 40 47 576 2237 103 38 176 43 31 73 102 2547 180 418 116
internal_value=0 0.0252518 -0.434794 -0.116101 7.72667 -0.224448 0.446327 2.26014 11.7505 25.2836 41.9453 34.8904 0.379188 -1.224 1.54289 21.0426 -7.4041 -2.04619 -2.04086 -6.50326 -14.1912 -3.58728 -17.2178 -1.8447 -3.29247 -8.21809 -0.62041 -2.41427 -3.70371 1.66555
internal_weight=0 371296 9416 8482 106 8376 5011 1850 308 131 95 71 1542 3365 767 111 87 656 2598 361 80 279 82 66 934 147 3161 787 598 189
internal_count=678013 371296 9416 8482 106 8376 5011 1850 308 131 95 71 1542 3365 767 111 87 656 2598 361 80 279 82 66 934 147 3161 787 598 189
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=106625 516 2230320 1572864 2 1572864 1179682 2 2 1048608
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=31
num_cat=6
split_feature=13 11 11 14 12 12 11 12 12 7 14 13 3 7 12 3 12 12 6 12 3 12 12 12 14 2 12 8 12 14
split_gain=49952.4 171970 846835 614966 791337 2.07003e+06 587015 1.55157e+06 1.89068e+06 4.26413e+06 3.42136e+06 2.90434e+06 4.18792e+06 620300 1.67423e+06 578110 570966 604890 491495 484478 1.55942e+06 1.53508e+06 386317 820823 825210 344021 338098 395434 522687 330225
threshold=0 1.5000000000000002 1.0000000180025095e-35 1 3.5000000000000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2 3 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 8.5000000000000018 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 5.5000000000000009 4 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 5.5000000000000009 5
decision_type=9 2 2 1 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1
left_child=1 2 26 4 5 -4 13 8 9 29 11 12 -10 22 -15 25 -6 -18 -19 -5 -21 -22 -3 24 -24 -9 27 -1 -29 -8
right_child=-2 6 3 19 16 -7 7 15 10 -11 -12 -13 -14 14 -16 -17 17 18 -20 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.95563383942097113 -0.0033363756160295489 -1.9334325405551109 1.1226453575594673 -1.3889443928068812 -6.2810958472509242 20.703338047065358 -1.8540651697363402 0.7519767268895422 -8.3893060289580248 38.585444956812367 -2.490488205387094 3.0256579811691395 33.921680238424258 -34.693727678656579 -3.2181111816966208 -3.4236355104936447 18.014383184498755 -1.3761646753833408 11.770441852471768 -0.30985237757364908 20.869440968831384 -10.18449224472046 12.021775797435216 -1.2407319194310673 -0.22925689838550711 -8.030518597998519 1.6322006396844355 19.496417323025792 -2.5599590392339802 1.6836784318715585
leaf_weight=2263 668210 1423 116 364 63 101 592 874 29 29 177 131 121 20 109 759 29 105 39 255 78 20 112 539 108 47 781 22 21 476
leaf_count=2263 668210 1423 116 364 63 101 592 874 29 29 177 131 121 20 109 759 29 105 39 255 78 20 112 539 108 47 781 22 21 476
internal_value=0 0.223934 0.702225 2.99321 5.87753 10.2362 -0.142789 0.726767 3.00311 0.750048 8.39964 15.2593 24.1327 -1.36002 -8.09805 -1.38021 1.86974 4.83796 2.18437 1.1709 3.81052 14.5319 -0.961664 0.860243 6.00763 0.303793 -0.16608 -0.775125 8.7247 -0.277318
internal_weight=0 9803 4257 1170 453 217 5546 3235 1555 1097 458 281 150 2311 129 1680 236 173 144 717 353 98 2182 759 220 921 3087 2306 43 1068
internal_count=678013 9803 4257 1170 453 217 5546 3235 1555 1097 458 281 150 2311 129 1680 236 173 144 717 353 98 2182 759 220 921 3087 2306 43 1068
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2359296 2 2 2097152 2 2
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=31
num_cat=7
split_feature=13 12 12 11 6 11 14 12 12 14 10 12 11 2 14 14 8 12 0 11 8 11 12 7 11 12 14 11 13 8
split_gain=44576.6 800026 2.41614e+06 3.98251e+06 3.69857e+06 5.87499e+06 1.22922e+07 1.76033e+07 4.63236e+06 8.50401e+06 2.51438e+06 8.12485e+06 1.20126e+07 1.52369e+06 6.17746e+06 1.50209e+06 4.69859e+07 2.81628e+06 3.70989e+06 7.3788e+06 2.2213e+06 7.18994e+06 1.25444e+07 1.30122e+06 6.47887e+06 8.83659e+06 5.43692e+06 1.18427e+06 1.15953e+06 1.45743e+06
threshold=0 13.500000000000002 15.500000000000002 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1 14.500000000000002 14.500000000000002 2 1.0000000180025095e-35 14.500000000000002 3.5000000000000004 1.0000000180025095e-35 3 4 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 14.500000000000002 1.0000000180025095e-35 1.5000000000000002 14.500000000000002 5 1.5000000000000002 6 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 1 2 2 1 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 1 2 9 2
left_child=1 -1 3 13 10 6 7 -6 -7 -10 15 -12 -13 23 -15 20 17 -17 -19 -20 -5 -22 -23 27 -25 26 -26 -3 29 -29
right_child=-2 2 -4 4 5 8 -8 -9 9 -11 11 12 -14 14 -16 16 -18 18 19 -21 21 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.13465019129433395 0.014358217393579212 0.90358382237780877 -0.53370413431007735 0.68934106621480584 40.643343418391787 -5.6283520347863734 -3.4842975810857926 2.4727685061368074 -1.7893536944606987 29.060893241452501 -3.3934554104693238 74.364669618152433 -1.7278094681297862 -2.7437102613777951 48.642191004753116 -4.3664938779019602 125.55407469349524 -2.8119961557867321 31.300306138466667 -5.5469919706645765 8.4906885930807281 -60.098641586303714 11.442081841757131 -10.348931302867094 42.068524339177593 -3.5578556534511594 0.18520259413608287 -3.4126104061257991 -0.26374600519613689 -18.834386605024338
leaf_weight=140005 515512 2418 11192 2041 268 412 260 220 241 142 128 42 41 87 32 536 31 219 127 95 101 57 43 182 111 153 43 1442 1768 64
leaf_count=140005 515512 2418 11192 2041 268 412 260 220 241 142 128 42 41 87 32 536 31 219 127 95 101 57 43 182 111 153 43 1442 1768 64
internal_value=0 -0.0457058 0.507824 1.53903 3.64511 7.71681 14.0782 23.4353 1.73149 9.6486 1.82984 12.4081 36.7768 -0.133794 11.0743 1.14307 4.34929 0.503487 6.42256 15.5323 -0.298443 -10.3286 -29.3361 -0.349579 4.60064 13.4633 30.3738 -0.774852 -2.01445 -4.04115
internal_weight=0 162501 22496 11304 5004 1543 748 488 795 383 3461 211 83 6300 119 3250 1008 977 441 222 2242 201 100 6181 489 307 154 5692 3274 1506
internal_count=678013 162501 22496 11304 5004 1543 748 488 795 383 3461 211 83 6300 119 3250 1008 977 441 222 2242 201 100 6181 489 307 154 5692 3274 1506
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=233506 2 2 2 2 2 131074
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=31
num_cat=8
split_feature=11 11 14 13 13 12 12 13 0 12 3 12 2 12 4 12 13 12 0 0 6 13 12 13 0 12 9 12 13 3
split_gain=55159.2 201237 981968 3.3482e+06 3.23396e+06 2.9911e+06 4.26579e+06 3.39138e+07 8.46375e+07 3.26608e+08 2.06709e+07 3.5385e+07 8.63061e+06 1.44788e+07 4.81209e+06 1.59483e+07 4.63981e+06 6.62912e+06 1.04692e+07 5.81141e+06 5.4874e+06 5.75739e+06 5.17427e+06 4.15892e+06 4.14861e+06 2.56644e+06 1.45602e+07 4.13095e+07 5.97952e+06 1.74537e+07
threshold=2.5000000000000004 3.5000000000000004 0 1 2 7.5000000000000009 4.5000000000000009 3 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 6.5000000000000009 4 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5 6.5000000000000009 6 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 7 1.0000000180025095e-35
decision_type=2 2 1 9 9 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 9 2 2 2 2 9 2
left_child=-1 2 4 -4 -2 6 23 8 10 -10 -8 -12 14 -14 16 -16 17 18 20 -18 -9 -22 -21 -5 25 26 -25 -28 29 -27
right_child=1 -3 3 5 -6 -7 7 12 9 -11 11 -13 13 -15 15 -17 19 -19 -20 22 21 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.025889298658441903 0.45102747195655724 0.048657807505366898 -0.80196370002641759 -2.0762809842441707 -0.84524430583528298 -0.35455171897132765 -3.0002293048827462 -3.697022957686384 -12.899656532906199 357.84659075055805 101.46195034897119 -9.9641748127184417 2.0975093675382208 58.098752088949709 -2.6681746267054205 59.155514348347985 -0.12615713218942073 -0.38350880586840286 22.970843336435671 -4.1973096150937286 22.499825654463336 -2.2608273752619712 -21.91220025682264 0.52638599244902562 -2.5094076764030047 2.5054672897512678 -5.7754636061818978 87.845077953599912 -1.3709527807242767 21.750644544636007
leaf_weight=371296 31161 155121 23830 4656 50308 17923 367 537 74 35 57 57 132 71 137 60 2110 2515 358 460 210 168 257 9438 2412 2107 133 73 1343 607
leaf_count=371296 31161 155121 23830 4656 50308 17923 367 537 74 35 57 57 132 71 137 60 2110 2515 358 460 210 168 257 9438 2412 2107 133 73 1343 607
internal_value=0 -0.0314166 -0.113353 0.160968 -0.349483 0.656639 1.29561 3.32188 26.1406 106.147 8.55362 45.7489 1.3635 21.6842 0.759934 16.1614 0.301267 2.58591 8.47274 -2.75939 2.80025 12.0305 -10.547 0.553649 1.31406 1.98813 1.10043 27.4007 4.09829 6.78475
internal_weight=0 306717 151596 70127 81469 46297 28374 7605 590 109 481 114 7015 203 6812 197 6615 3788 1273 2827 915 378 717 20769 16113 13701 9644 206 4057 2714
internal_count=678013 306717 151596 70127 81469 46297 28374 7605 590 109 481 114 7015 203 6812 197 6615 3788 1273 2827 915 378 717 20769 16113 13701 9644 206 4057 2714
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2 721578 3047840 16452 2099473 16 51268 1314832
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=31
num_cat=11
split_feature=11 13 12 13 3 12 12 6 14 12 12 13 4 12 6 13 12 14 12 13 0 14 4 14 0 13 13 0 8 12
split_gain=45224.7 366755 566518 1.17404e+06 904397 722770 1.88275e+06 2.0205e+06 3.80635e+06 4.73113e+06 761816 784606 735899 2.60617e+06 548471 974788 1.31769e+06 1.56392e+06 514991 4.59953e+06 2.33873e+07 4.64046e+07 505921 486915 1.15493e+06 513821 470597 708307 530234 615982
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 1.0000000180025095e-35 2 5.5000000000000009 3.5000000000000004 3 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 4 1.5000000000000002 5 7.5000000000000009 6 1.0000000180025095e-35 7 1.0000000180025095e-35 8 1.0000000180025095e-35 9 10 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018
decision_type=2 9 2 9 2 2 2 2 1 2 2 9 2 2 2 9 2 1 2 9 2 1 2 1 2 9 9 2 2 2
left_child=1 2 3 4 -1 6 10 22 9 -9 12 -12 14 -14 -4 16 17 -16 19 20 -7 -22 -8 24 -21 -25 27 28 -20 -30
right_child=-2 -3 5 -5 -6 18 7 8 -10 -11 11 -13 13 -15 15 -17 -18 -19 26 23 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-1.8631920095789369 0.010982469498092026 0.048694353851001931 -1.2417700288821247 -0.38320879144095676 6.035657433451564 -4.4550565032398 -2.3421618504213937 -4.5544999682903287 -3.3987237163769302 -38.839800484975179 5.3551884273491286 0.27644540265876089 34.087930333172835 -3.5231058186498183 -3.1676397382167352 -2.7156237375400867 0.69531125814195671 16.652806024840384 0.059953530251002279 -0.96470366574950139 193.30501525878907 -4.6947421369881468 6.2501868798699185 -1.369278670184185 -15.091187400288053 4.9999868397688987 0.36648007931159599 -3.2822237281346944 5.8009155215639057 -9.7766224878484564
leaf_weight=189 574056 77632 7055 1896 622 136 1967 80 372 81 394 1251 27 58 57 381 441 132 2820 295 20 29 71 336 72 191 6176 1033 33 110
leaf_count=189 574056 77632 7055 1896 622 136 1967 80 372 81 394 1251 27 58 57 381 441 132 2820 295 20 29 71 336 72 191 6176 1033 33 110
internal_value=0 -0.0606983 -0.383168 0.986937 4.14377 -0.540367 -1.06801 -3.47646 -8.95818 -21.8036 -0.435905 1.52711 -0.832072 8.42393 -0.929612 1.2487 3.63164 10.6752 0.0396159 2.1169 16.0208 76.1215 -2.04282 -0.929122 -3.73611 1.00802 -0.180733 -1.02483 -0.241286 -6.18181
internal_weight=0 103957 26325 2707 811 23618 12367 2571 533 161 9796 1645 8151 85 8066 1011 630 189 11251 1079 185 49 2038 894 367 527 10172 3996 2963 143
internal_count=678013 103957 26325 2707 811 23618 12367 2571 533 161 9796 1645 8151 85 8066 1011 630 189 11251 1079 185 49 2038 894 367 527 10172 3996 2963 143
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=3826570 1572864 2 2105352 155656 2 8192 2 2 1589512 1057026
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=31
num_cat=8
split_feature=11 12 13 14 1 11 12 11 13 9 13 12 12 11 11 3 11 13 11 13 0 6 11 3 0 12 13 7 13 8
split_gain=48164.2 189888 1.1505e+06 2.12187e+06 1.54576e+06 1.90482e+06 1.47578e+06 2.35273e+06 3.56947e+06 4.76833e+06 9.48314e+06 2.87662e+06 2.76213e+06 1.74691e+07 1.24174e+07 2.70131e+06 6.49557e+06 4.21971e+06 3.1775e+06 6.83935e+06 2.06962e+07 3.49969e+06 2.16545e+06 2.93981e+06 1.38057e+06 1.31886e+06 1.25097e+06 1.41728e+06 1.21257e+06 1.05884e+06
threshold=2.5000000000000004 4.5000000000000009 0 1 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2 1.0000000180025095e-35 3 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 4 1.5000000000000002 5 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 6 1.0000000180025095e-35 7 1.0000000180025095e-35
decision_type=2 2 9 1 2 2 2 2 9 2 9 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 9 2 9 2
left_child=1 2 3 4 6 -6 28 -8 9 11 12 15 13 -11 -14 18 -17 -18 21 -20 -21 24 -13 26 -9 -4 -24 -28 -1 -5
right_child=-2 -3 25 29 5 -7 7 8 -10 10 -12 22 14 -15 -16 16 17 -19 19 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=1.0893380992923147 -0.029322303404618569 -0.032426802169147388 0.099198966260582166 -0.12401459311955094 -19.599475018819177 -1.8668222209385463 -0.48353087234860354 -3.2771377798629135 0.19443526312374457 94.939002574573863 -3.8872766108452517 -3.4204559301751645 -17.408180236816406 -8.3568843126297008 62.520211356026792 -4.3086540632718346 1.4288636504626666 20.246429083437103 -1.309247940120309 -3.5454046225143694 69.835990182976971 20.729512678687254 -5.2938465996126158 -3.5222318570416675 9.8928979274204796 -0.92523343019070658 6.9758212854495998 -3.330819732870832 -0.56209846850365142 2.4405313252649585
leaf_weight=12641 306717 228126 38906 51392 75 315 3142 146 3644 22 148 742 26 64 77 223 173 468 1280 118 57 201 103 532 175 18563 1276 149 6850 1662
leaf_count=12641 306717 228126 38906 51392 75 315 3142 146 3644 22 148 742 26 64 77 223 173 468 1280 118 57 201 103 532 175 18563 1276 149 6850 1662
internal_value=0 0.0242268 0.114498 0.346611 0.980965 -5.27695 1.05663 1.8924 2.66808 4.16814 15.7302 3.48504 29.7249 18.0676 42.3441 5.72729 10.3917 15.5059 3.68882 1.28754 19.2556 10.382 1.21158 2.88001 3.90279 -0.231662 5.10906 5.85704 0.509221 -0.0436762
internal_weight=0 371296 143170 85701 32647 390 32257 12766 9624 5980 337 5643 189 86 103 2841 864 641 1977 1455 175 522 2802 2060 321 57469 1528 1425 19491 53054
internal_count=678013 371296 143170 85701 32647 390 32257 12766 9624 5980 337 5643 189 86 103 2841 864 641 1977 1455 175 522 2802 2060 321 57469 1528 1425 19491 53054
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=778640 2 598160 16 144 524304 8192 147728
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=31
num_cat=13
split_feature=13 12 11 12 6 13 11 14 11 14 3 7 13 12 14 11 8 14 13 13 12 9 11 13 14 13 8 14 11 1
split_gain=50538 351336 1.12842e+06 2.91305e+06 2.20747e+06 4.10776e+06 4.45544e+06 7.39162e+06 1.87473e+06 3.34343e+06 1.59455e+06 1.53606e+06 2.74061e+06 2.94875e+06 4.95772e+06 6.32365e+06 1.52947e+06 1.49238e+06 1.48599e+06 1.29428e+06 1.10421e+06 4.20184e+06 1.16884e+07 2.23059e+07 7.30241e+07 4.22632e+06 8.63377e+06 1.89539e+07 2.67432e+07 7.60837e+06
threshold=0 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1 3.5000000000000004 2 3.5000000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 5 1.5000000000000002 1.0000000180025095e-35 6 7 8 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 9 10 11 1.0000000180025095e-35 12 2.5000000000000004 1.0000000180025095e-35
decision_type=9 2 2 2 2 9 2 1 2 1 2 2 9 2 1 2 2 1 9 9 2 2 2 9 1 9 2 1 2 2
left_child=1 2 11 4 10 6 7 -6 -7 -10 -4 16 13 -13 -15 -16 -1 -12 -19 -14 21 25 -23 24 -24 26 29 28 -28 -3
right_child=-2 20 3 -5 5 8 -8 -9 9 -11 17 12 19 14 15 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.23996431027816839 0.027087363717295272 1.1272755326364086 -2.0354264110893783 -2.058690605890253 -1.5944907649870843 -1.2103065555135932 -9.1312127475080818 60.798527184311233 -1.3555209611521828 18.112617222697747 -0.61978819716344091 -0.60025654402044093 2.810027979859361 -5.0848264469819915 -5.9095410103021671 38.736093830077124 3.9219559630018765 5.3006256122525741 -0.59258254608221816 -3.4090366774797438 -0.045453826376840124 -0.5861594184567428 -0.65926395469987897 -0.45962104637529599 165.6891288575672 -0.59164808964937909 -5.3219115114212041 -2.2929650695700396 96.659049911499039 19.988800775354562
leaf_weight=25234 341921 7668 2628 9810 31 533 29 49 180 173 2239 144 1100 68 43 121 915 1194 668 470 266505 582 71 169 42 14949 45 152 60 220
leaf_count=25234 341921 7668 2628 9810 31 533 29 49 180 173 2239 144 1100 68 43 121 915 1194 668 470 266505 582 71 169 42 14949 45 152 60 220
internal_value=0 -0.0275173 -0.285481 -0.91497 0.537631 4.93396 22.3941 36.6212 2.50491 8.18552 -0.112442 0.107381 2.81785 10.3646 17.6172 27.0302 -0.0943313 1.11984 3.2117 0.938477 0.0130054 0.663297 7.51009 24.2194 56.1962 0.407142 2.23826 20.2783 52.9529 1.65333
internal_weight=0 336092 45629 17534 7724 995 109 80 886 353 6729 28095 1946 376 232 164 26149 4101 1862 1570 290463 23958 864 282 113 23094 8145 257 105 7888
internal_count=678013 336092 45629 17534 7724 995 109 80 886 353 6729 28095 1946 376 232 164 26149 4101 1862 1570 290463 23958 864 282 113 23094 8145 257 105 7888
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=233778 4096 2 2 69632 2 2 200720 32816 272 2 196640 2
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=31
num_cat=8
split_feature=8 13 12 12 14 12 12 12 12 12 13 14 11 12 12 11 12 12 13 14 11 11 11 11 11 11 13 12 12 13
split_gain=66152.1 400080 629449 582230 1.87026e+06 614746 429267 380200 358443 317886 924489 905416 1.45995e+06 1.85682e+06 1.14612e+06 811776 894386 644239 6.51441e+06 1.59731e+07 1.63243e+07 1.75144e+07 1.36928e+07 2.82477e+06 2.30502e+06 1.52331e+06 595377 669065 2.83779e+06 4.654e+06
threshold=1.0000000180025095e-35 0 11.500000000000002 2.5000000000000004 1 3.5000000000000004 8.5000000000000018 6.5000000000000009 25.500000000000004 12.500000000000002 2 3 1.0000000180025095e-35 14.500000000000002 16.500000000000004 1.0000000180025095e-35 13.500000000000002 11.500000000000002 4 5 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 6 2.5000000000000004 1.5000000000000002 7
decision_type=2 9 2 2 1 2 2 2 2 2 9 1 2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 2 9
left_child=-1 2 3 4 -2 -5 7 -7 9 17 15 -12 -13 -14 -15 16 -11 26 19 20 -19 25 -23 -21 -20 -22 27 28 -3 -30
right_child=1 8 -4 5 -6 6 -8 -9 -10 10 11 12 13 14 -16 -17 -18 18 24 23 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0061567023472083489 -29.394052702805091 -0.68044939786726044 -11.785692179706736 11.860493320372047 2.4121442797137242 -1.1418764816698177 4.7344471158804717 -11.340987475713094 12.954748723620462 -15.116378739174833 0.18821994160070904 22.15153359220578 -7.9589970864747706 30.34654336316245 2.8395074772112299 -1.2736344898288192 -3.4306296263971641 71.846520820992893 -30.535631050602081 -24.945135579420175 -30.452792440141952 80.176156040407591 2.6729697275161746 2.0483360995107622 -2.618863079113805 -4.2017628699257257 -0.54613423617030088 0.089056485116738082 17.764568079282654 0.17663701733922571
leaf_weight=652834 29 1124 71 41 51 129 81 51 21 89 798 52 76 28 33 2386 248 61 31 92 28 53 40 67 644 105 11857 6279 255 359
leaf_count=652834 29 1124 71 41 51 129 81 51 21 89 798 52 76 28 33 2386 248 61 31 92 28 53 40 67 644 105 11857 6279 255 359
internal_value=0 -0.159028 -3.07152 -1.53228 -9.1176 0.47708 -1.31112 -4.03162 -0.104385 -0.115527 -0.968853 1.64554 7.88573 2.47097 15.4657 -1.91549 -6.51678 0.0352626 2.36767 11.595 25.9409 13.5504 46.8415 -13.5705 -3.84402 -9.7283 -0.0962979 0.568973 2.30608 7.77327
internal_weight=0 25179 453 382 80 302 261 180 24726 24705 3710 987 189 137 61 2723 337 20995 1121 446 287 226 93 159 675 133 19874 8017 1738 614
internal_count=678013 25179 453 382 80 302 261 180 24726 24705 3710 987 189 137 61 2723 337 20995 1121 446 287 226 93 159 675 133 19874 8017 1738 614
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=6 2 1710096 2 20528 2 3287328 131104
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=31
num_cat=6
split_feature=8 13 12 11 12 12 14 11 12 12 13 12 12 12 12 12 11 11 12 12 13 11 11 12 12 13 14 11 11 11
split_gain=53086.4 331230 816388 1.55798e+06 1.99282e+06 1.08698e+06 656179 2.266e+06 1.20658e+06 600510 406203 669266 462825 394261 356913 341035 295296 293236 289748 290399 712118 696479 677293 687326 652209 4.96723e+06 1.29382e+07 1.32227e+07 1.41866e+07 1.10912e+07
threshold=1.0000000180025095e-35 0 2.5000000000000004 2.5000000000000004 1.5000000000000002 10.500000000000002 1 1.0000000180025095e-35 12.500000000000002 3.5000000000000004 2 7.5000000000000009 8.5000000000000018 6.5000000000000009 1.5000000000000002 13.500000000000002 2.5000000000000004 1.0000000180025095e-35 25.500000000000004 12.500000000000002 3 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 11.500000000000002 4 5 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004
decision_type=2 9 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 1 2 2 2
left_child=-1 2 3 14 -5 9 7 -7 -8 -4 12 17 13 -11 -2 -9 -15 -12 19 24 22 -22 23 -21 -3 26 27 -26 -29 -30
right_child=1 18 5 4 -6 6 8 15 -10 10 11 -13 -14 16 -16 -17 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0055410350345118028 -6.2986056039234004 -0.080162730474026903 11.876871660122506 -2.8821062803268434 -43.224004333496097 -29.677144584655764 -2.7835840437147357 -2.1340787217423727 -33.599480376640962 -2.1389338435297431 19.554606789129753 -2.5468609083944291 5.1517160464141334 -5.7909948825836182 9.8796615638732916 11.032937633210706 -22.243593950271606 6.4780343634016972 11.659274591718402 -13.629125324162571 6.9598528718345625 0.12136662373025167 -1.2034254243280749 -3.2916356649608289 64.661873339043296 -3.1021869111806155 -12.213475442532474 -8.7554651952327642 72.158549096449377 2.4056727457046509
leaf_weight=652834 30 19710 52 24 25 25 27 37 24 115 27 67 59 24 25 42 20 47 21 88 178 912 2253 239 61 662 159 133 53 40
leaf_count=652834 30 19710 52 24 25 25 27 37 24 115 27 67 59 24 25 42 20 47 21 88 178 912 2253 239 61 662 159 133 53 40
internal_value=0 -0.142435 -2.31951 -10.4975 -23.4647 -0.857832 -7.99387 -3.43756 -17.2852 1.83338 0.378608 4.3828 -2.3065 -5.21908 1.05515 4.86611 -13.2694 11.2492 -0.0819401 -0.0920424 -0.912218 1.22685 -1.81366 -6.07359 0.0525462 2.41328 10.4355 23.3468 12.1954 42.1573
internal_weight=0 25179 670 104 49 566 155 104 51 411 359 141 218 159 55 79 44 74 24509 24488 3670 1090 2580 327 20818 1108 446 287 226 93
internal_count=678013 25179 670 104 49 566 155 104 51 411 359 141 218 159 55 79 44 74 24509 24488 3670 1090 2580 327 20818 1108 446 287 226 93
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=327686 2 4 1185808 20528 2
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=31
num_cat=6
split_feature=13 1 12 11 14 11 14 12 11 12 12 11 12 12 11 12 12 12 12 14 11 11 14 11 11 12 12 14 12 11
split_gain=47845.6 375981 927212 574484 1.7694e+06 754279 1.04059e+07 2.35539e+07 778241 760877 564593 529867 5.38905e+06 1.39265e+07 4.18845e+07 850046 685328 631808 826444 1.47464e+06 1.68363e+06 586891 554357 655077 550491 503574 452448 451392 402934 865466
threshold=0 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1 1.0000000180025095e-35 2 1.5000000000000002 1.5000000000000002 1.5000000000000002 2.5000000000000004 2.5000000000000004 17.500000000000004 18.500000000000004 3.5000000000000004 16.500000000000004 9.5000000000000018 19.500000000000004 18.500000000000004 3 1.5000000000000002 3.5000000000000004 4 3.5000000000000004 1.0000000180025095e-35 19.500000000000004 1.5000000000000002 5 12.500000000000002 2.5000000000000004
decision_type=9 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 1 2 2
left_child=1 28 3 5 -5 6 7 -3 -7 -8 -10 15 16 14 -14 -4 21 18 24 -20 -21 -13 23 -15 -17 -24 -6 -12 -1 -30
right_child=-2 2 11 4 26 8 9 -9 10 -11 27 12 13 22 -16 17 -18 -19 19 20 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.074057133886944834 0.024126133037603824 -28.716279296875001 -1.2652919248919063 -3.9062985611684398 3.0931800729550494 -5.7338319329292551 1.9139571577502836 101.74285435830393 -1.250529160202434 -7.7599535267255462 -3.9573577447371053 -4.9578847522807168 0.54471925237904428 -5.0101395043459807 -164.73072151515794 10.677948386633574 0.91888919467363039 -0.36019529394194566 -7.3720621798349475 8.4969820446438273 42.2775094909668 -0.15039695857726421 -15.644439183341133 19.126515695323118 0.20477518272399903 -2.1463301534412289 8.4003213165745603 7.5971346254218126 -0.02845134706834615 0.74662989688596293
leaf_weight=227979 372052 25 3393 264 313 310 155 31 674 171 44 533 46 22 23 67 1118 372 23 36 25 485 36 23 200 119 330 146 48505 20493
leaf_count=227979 372052 25 3393 264 313 310 155 31 674 171 44 533 46 22 23 67 1118 372 23 36 25 485 36 23 200 119 330 146 48505 20493
internal_value=0 -0.0292563 -0.666605 0.986421 2.98678 -0.179598 3.68019 43.5022 -1.43551 -3.16039 0.106714 -1.29096 -2.47021 -15.8092 -54.5471 -0.601914 -0.790345 2.51128 5.55456 14.2056 22.3415 -2.66748 -2.44463 7.32637 2.83287 -5.28137 5.81691 4.92136 -0.00997659 0.201754
internal_weight=0 305961 8984 2463 907 1556 382 56 1174 326 864 6521 2405 269 69 4116 2136 723 351 84 61 1018 200 45 267 155 643 190 296977 68998
internal_count=678013 305961 8984 2463 907 1556 382 56 1174 326 864 6521 2405 269 69 4116 2136 723 351 84 61 1018 200 45 267 155 643 190 296977 68998
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=200754 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=31
num_cat=13
split_feature=11 13 12 13 12 9 13 14 13 8 14 11 7 11 14 8 14 14 13 11 1 14 11 4 11 3 11 14 11 14
split_gain=57049.6 183824 873501 1.28213e+06 935614 7.88316e+06 2.29363e+07 5.91514e+07 6.10291e+06 1.6621e+07 2.42375e+07 7.12203e+06 4.55903e+06 8.91858e+06 1.13027e+07 3.42668e+06 4.06339e+06 3.03389e+06 2.53108e+06 2.44976e+06 1.51893e+06 2.16681e+06 985676 918619 3.65961e+06 1.18314e+06 6.09191e+06 2.87908e+06 1.15908e+06 2.24055e+06
threshold=2.5000000000000004 0 1.5000000000000002 1 2.5000000000000004 1.0000000180025095e-35 2 3 4 1.0000000180025095e-35 5 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 6 1.0000000180025095e-35 7 8 9 3.5000000000000004 1.0000000180025095e-35 10 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 11 3.5000000000000004 12
decision_type=2 9 2 9 2 2 9 1 9 2 1 2 2 2 1 2 1 1 9 2 2 1 2 2 2 2 2 1 2 1
left_child=-1 -2 3 -3 5 8 7 -7 9 12 11 -11 20 14 -14 -10 -17 18 19 -8 23 -22 -20 25 -25 28 -27 -28 29 -4
right_child=1 2 4 -5 -6 6 17 -9 15 10 -12 -13 13 -15 -16 16 -18 -19 22 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.026397245972249128 0.062368039289129519 -1.3791210350747471 -3.4964910618544836 -0.090106796162657529 -0.076929185030694389 -0.59111207773987684 3.9817652666343832 149.12482085455031 -0.60010471733934745 117.45984802246095 -3.9243056020429061 48.400354984828404 -1.9764386803763256 -1.775662207849247 49.705242739882429 -20.417687419517755 -0.17862292657344803 -8.3591452018074364 9.7803077840805059 33.050525856018069 -3.9599129695518345 22.547825945340673 -9.8978458241053993 33.985053449206887 -14.218314797537667 -3.6329436736100997 12.818701829944832 1.3430909297084284 -3.2661284611407058 7.1280323953628546
leaf_weight=371296 123565 12106 394 21269 134398 71 53 42 10257 32 62 28 70 194 107 194 203 184 40 64 51 78 70 36 28 811 552 362 996 400
leaf_count=371296 123565 12106 394 21269 134398 71 53 42 10257 32 62 28 70 194 107 194 203 184 40 64 51 78 70 36 28 811 552 362 996 400
internal_value=0 -0.0318823 -0.0954673 -0.558107 0.0076169 0.74647 12.8012 50.5795 0.321248 3.54422 39.9231 85.2321 2.46484 13.034 29.2662 -0.952041 -10.0687 1.1557 8.91908 18.3171 1.40735 12.068 -2.51364 1.0231 12.8961 0.806924 2.67583 8.27366 -0.994116 1.85591
internal_weight=0 306717 183152 33375 149777 15379 524 113 14855 4201 122 60 4079 371 177 10654 397 411 227 117 3708 129 110 3579 64 3515 1725 914 1790 794
internal_count=678013 306717 183152 33375 149777 15379 524 113 14855 4201 122 60 4079 371 177 10654 397 411 227 117 3708 129 110 3579 64 3515 1725 914 1790 794
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=2894025 147488 272 2 131104 2 2 2 2 1052672 2 2 2
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=31
num_cat=1
split_feature=11 14 12 12 12 12 12 12 2 12 0 12 7 3 12 8 6 12 12 6 2 12 12 7 1 12 12 12 10 12
split_gain=49036.4 290827 2.02786e+06 1.85162e+06 767043 612891 533013 792098 780258 1.13813e+06 1.85626e+06 495044 1.80507e+06 414666 519132 379321 357069 313573 469059 304478 244707 208500 308388 190546 189030 599071 354074 216891 241431 177794
threshold=4.5000000000000009 0 17.500000000000004 18.500000000000004 6.5000000000000009 1.5000000000000002 16.500000000000004 18.500000000000004 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 14.500000000000002 12.500000000000002 1.0000000180025095e-35 2.5000000000000004
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 -4 5 16 11 8 9 -8 -11 19 -13 29 -15 20 -3 -16 -19 21 24 22 -2 -23 25 26 27 28 -6 -7
right_child=1 2 3 -5 15 13 7 -9 -10 10 -12 12 -14 14 17 -17 -18 18 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0044629473032441244 0.49926405524701595 -0.67357047601363718 43.326925913492843 1.813447310707786 -1.9904757227583176 -1.5917577714186448 -2.9554837421937421 0.13601812974219901 8.7084109762440569 -31.186726330308353 -0.74866259025804927 0.6442866140966258 20.914383361816405 5.8549241307782838 0.31866861549038716 7.3890360157664237 5.264968084174896 11.153166069782955 -2.0811865163403889 -1.794483626492416 -11.167144775390625 0.61436060729371933 -1.0172850302500156 -1.4825012821067027 -6.3783311367034914 9.8105641475943628 -10.817711383363475 3.0460195242640484 -11.449586391448975 1.4160422777981492
leaf_weight=660059 1885 1884 21 22 743 260 88 223 23 51 33 362 50 493 473 41 107 71 43 1422 31 3385 4645 497 96 43 46 83 28 805
leaf_count=660059 1885 1884 21 22 743 260 88 223 23 51 33 362 50 493 473 41 107 71 43 1422 31 3385 4645 497 96 43 46 83 28 805
internal_value=0 -0.163034 0.459688 22.0875 0.282445 0.909089 -0.423157 -3.93466 -8.58984 -10.903 -19.2289 -0.303297 3.10425 2.08189 3.46258 -2.05041 -0.354422 1.45335 6.16126 -0.42193 -2.41211 -0.234476 -0.579506 0.345906 -2.15089 -1.72052 -2.27145 -1.81112 -2.334 0.681744
internal_weight=0 17954 5290 43 5247 4136 12664 418 195 172 84 12246 412 2145 1080 1111 1991 587 114 11834 1070 10412 6530 3882 1039 943 900 854 771 1065
internal_count=678013 17954 5290 43 5247 4136 12664 418 195 172 84 12246 412 2145 1080 1111 1991 587 114 11834 1070 10412 6530 3882 1039 943 900 854 771 1065
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=31
num_cat=15
split_feature=11 6 13 12 12 13 13 14 13 11 13 14 13 12 14 12 12 12 12 13 14 13 14 12 12 14 13 12 12 11
split_gain=47019 339567 4.51643e+06 3.34503e+06 3.01954e+06 1.27506e+07 7.79634e+06 6.33938e+06 1.60867e+07 1.23308e+07 1.95077e+07 4.20267e+06 1.69678e+06 3.40039e+06 8.28127e+06 1.66281e+07 2.14036e+06 1.78551e+06 3.86631e+06 5.99234e+06 5.33861e+06 5.16314e+06 1.89014e+07 3.99045e+07 1.75327e+06 4.36005e+06 8.55926e+06 2.38813e+07 2.84996e+06 2.523e+06
threshold=3.5000000000000004 1.0000000180025095e-35 0 1.5000000000000002 1.0000000180025095e-35 1 2 3 4 4.5000000000000009 5 6 7 16.500000000000004 8 17.500000000000004 8.5000000000000018 7.5000000000000009 8.5000000000000018 9 10 11 12 11.500000000000002 6.5000000000000009 13 14 7.5000000000000009 7.5000000000000009 4.5000000000000009
decision_type=2 2 9 2 2 9 9 1 9 2 9 1 9 2 1 2 2 2 2 9 1 9 1 2 2 1 9 2 2 2
left_child=-1 -2 -3 4 6 -6 11 9 -9 10 -7 -4 13 17 15 -15 24 -5 19 20 -19 22 23 -20 -14 26 27 -26 -28 -30
right_child=1 2 3 12 5 7 -8 8 -10 -11 -12 -13 16 14 -16 -17 -18 18 21 -21 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-0.014318408817679521 0.1187408848202445 -1.5932458982624949 -0.15982681556984232 -1.0100591505052103 -7.9125302362024961 58.979180018509489 -5.9456381862690861 -10.589623933390998 31.577081636774462 -1.7653653988168259 2.6703589100991527 35.681744623758711 0.12328939436419058 85.108406189160476 -13.461796395595258 -4.1034752910625611 -1.5364333383013298 6.5524095033344469 158.46375076293947 0.059568123319255775 54.154545297930319 0.17935900761668844 -12.285880512661405 -24.05080742214037 83.525462681906561 -1.4364842134019349 -3.0332021521622283 -6.5652042881135024 17.037729276674931 -3.0769697189331056
leaf_weight=522892 126506 13480 54 1321 333 148 519 223 139 121 114 83 3295 39 52 45 5657 38 25 124 62 1320 63 23 56 652 265 62 214 88
leaf_count=522892 126506 13480 54 1321 333 148 519 223 139 121 114 83 3295 39 52 45 5657 38 25 124 62 1320 63 23 56 652 265 62 214 88
internal_value=0 0.0483739 -0.262716 0.922764 5.05625 8.31153 -0.293123 15.462 6.18122 24.6377 36.8314 20.0881 0.388607 2.43043 17.9012 37.3163 -0.231097 1.7316 3.91995 16.1364 32.787 2.00766 21.772 71.0089 1.36259 4.41683 9.98815 33.3624 4.45668 11.1765
internal_weight=0 155121 28615 15135 1734 1078 656 745 362 383 262 137 13401 3112 136 84 10289 2976 1655 224 100 1431 111 48 4632 1337 685 118 567 302
internal_count=678013 155121 28615 15135 1734 1078 656 745 362 383 262 137 13401 3112 136 84 10289 2976 1655 224 100 1431 111 48 4632 1337 685 118 567 302
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1483052 528592 144 2 1 1 2 2240 2 128 2 64 2 2 16
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=31
num_cat=15
split_feature=12 12 13 0 13 11 13 11 14 13 13 3 8 11 13 11 13 14 11 13 6 3 9 14 13 11 3 13 14 14
split_gain=52573.4 287119 2.09359e+06 1.2336e+06 6.70865e+06 4.0447e+06 1.36797e+07 1.18861e+07 1.42992e+07 3.05814e+06 2.03035e+06 1.59558e+06 2.07389e+06 1.50181e+06 3.10963e+06 2.41612e+06 1.54267e+06 6.5887e+06 1.49548e+06 4.50461e+06 1.76746e+07 1.92056e+06 1.3233e+06 3.61587e+06 3.33367e+06 1.42133e+07 1.21379e+06 1.49854e+06 1.29987e+06 1.14787e+06
threshold=3.5000000000000004 4.5000000000000009 0 1.0000000180025095e-35 1 1.5000000000000002 2 1.0000000180025095e-35 3 4 5 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 6 2.5000000000000004 7 8 1.5000000000000002 9 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10 11 2.5000000000000004 1.0000000180025095e-35 12 13 14
decision_type=2 2 9 2 9 2 9 2 1 9 9 2 2 2 9 2 9 1 2 9 2 2 2 1 9 2 2 9 1 1
left_child=-1 2 3 10 5 6 7 -5 -9 -7 11 12 -2 14 -11 -16 -15 -18 19 20 -12 22 -20 24 25 -24 -21 -28 -29 -8
right_child=1 -3 -4 4 -6 9 29 8 -10 13 18 -13 -14 16 15 -17 17 -19 21 26 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.037690686230442458 -2.3873870073699659 -0.0061506768263762477 -0.75963177900131507 -10.189336864764876 -0.58899337209512137 -4.3564763928293839 8.8944829030470416 15.163885498046875 102.6568009396817 -2.4559855032546318 -0.061966780494241161 0.86487586849409603 4.5917363096927772 4.9404450019764283 13.241547599187127 1.8957197992989188 26.147264571073578 -2.2404631306143368 2.3269258374403297 -1.6622515160128888 72.380503045944948 -0.52828700402680351 56.277314976283485 -1.304923658699825 4.6072708723280167 -4.4826250943270596 -1.1367451626883136 1.2543018888782811 14.107420410428729 -6.3377617219908053
leaf_weight=238408 5169 396113 13676 26 4149 333 88 31 47 484 170 3680 464 413 397 356 205 136 5925 3826 42 2354 77 290 215 77 433 148 168 113
leaf_count=238408 5169 396113 13676 26 4149 333 88 31 47 484 170 3680 464 413 397 356 205 136 5925 3826 42 2354 77 290 215 77 433 148 168 113
internal_value=0 0.0206284 0.264524 0.734293 1.9204 5.8606 16.7101 44.123 67.884 4.46193 0.385647 -0.753737 -1.8125 5.92894 3.81448 7.77427 9.47652 14.4031 1.15847 -0.267019 13.6462 1.92323 2.79973 7.05068 13.6174 24.3182 -0.939513 2.73979 7.83952 0.315391
internal_weight=0 439605 43492 29816 6778 2629 305 104 78 2324 23038 9313 5633 1991 1237 753 754 341 13725 4787 212 8938 6584 659 369 154 4575 749 316 201
internal_count=678013 439605 43492 29816 6778 2629 305 104 78 2324 23038 9313 5633 1991 1237 753 754 341 13725 4787 212 8938 6584 659 369 154 4575 749 316 201
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1977264 1704480 1572864 2 524288 1179680 1048576 131104 2 384 2 16 534528 2 2
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=31
num_cat=5
split_feature=8 13 12 11 12 12 12 12 12 13 11 12 12 13 12 11 12 12 11 12 12 14 14 11 12 12 12 12 11 12
split_gain=53866.4 270729 509876 428493 778625 1.98708e+06 235494 344679 235349 242679 831957 8.71115e+06 5.10463e+07 1.46825e+06 4.82414e+06 2.85399e+06 3.02555e+06 1.41605e+06 851971 1.96977e+06 9.04689e+06 8.16605e+07 3.20987e+06 2.97895e+06 9.55434e+06 7.37745e+06 2.92298e+06 3.25526e+06 2.30191e+06 1.08957e+06
threshold=1.0000000180025095e-35 0 11.500000000000002 1.5000000000000002 2.5000000000000004 1.5000000000000002 8.5000000000000018 6.5000000000000009 25.500000000000004 1 3.5000000000000004 2.5000000000000004 1.5000000000000002 2 2.5000000000000004 1.5000000000000002 1.5000000000000002 14.500000000000002 1.5000000000000002 12.500000000000002 11.500000000000002 3 4 1.0000000180025095e-35 10.500000000000002 10.500000000000002 9.5000000000000018 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -6 9 10 13 12 -12 14 15 -3 -17 -13 19 20 23 -22 28 25 26 -15 27 -25 -21 -20
right_child=1 8 -4 4 6 -7 -8 -9 -10 -11 11 17 -14 18 -16 16 -18 -19 29 22 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0056454906496753807 3.3044808964798413 -3.8804932422637943 -10.377236156648316 5.5397281083193697 -0.52740439039761911 -36.962430711226027 5.1730568094456455 -12.335832023620606 10.483378700982957 -0.24737538814144877 -38.695184107084536 -3.7782351920222261 140.26608362538477 -0.46114980524470073 -0.18963875956833365 -20.238435646465845 -74.58466293334962 20.154853700708461 10.225100133836884 -35.763135621398689 163.60538187645102 -95.938496745716449 15.217497829957441 3.1467689639405361 62.148919785817469 -58.70145165125529 -23.568330061435702 35.288479483468194 -4.6885234161706295 -0.5823632876265955
leaf_weight=652834 138 25 71 22 122 22 47 31 21 20601 37 293 28 232 256 21 20 27 97 40 27 22 44 316 30 24 36 35 59 2435
leaf_count=652834 138 25 71 22 122 22 47 31 21 20601 37 293 28 232 256 21 20 27 97 40 27 22 44 316 30 24 36 35 59 2435
internal_value=0 -0.143413 -2.53928 -1.14896 -3.6677 -15.7114 -1.0181 -2.91996 -0.0984522 -0.107487 0.593872 5.02048 38.3958 0.137215 -6.21163 -30.5108 -46.7488 -1.75888 0.755081 3.4668 5.59053 47.0755 -7.25579 2.57008 7.78293 -5.92118 3.56852 6.35178 -17.2439 -0.168333
internal_weight=0 25179 453 382 244 44 200 153 24726 24705 4104 385 65 3719 322 66 41 320 3397 865 722 49 143 673 417 256 387 351 99 2532
internal_count=678013 25179 453 382 244 44 200 153 24726 24705 4104 385 65 3719 322 66 41 320 3397 865 722 49 143 673 417 256 387 351 99 2532
cat_boundaries=0 1 2 3 4 5
cat_threshold=6 2110240 32 2 2
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=31
num_cat=10
split_feature=13 1 12 12 11 14 14 11 13 14 11 14 11 12 14 13 12 13 12 11 12 11 12 12 11 11 12 12 11 13
split_gain=48992 462869 1.63961e+06 1.43037e+07 4.42261e+07 1.88706e+08 1.05363e+07 2.63233e+06 2.39291e+06 1.68691e+07 1.8163e+06 3.9597e+06 883712 559826 905965 2.8402e+06 6.42742e+06 1.64979e+06 2.27827e+06 6.24793e+06 1.35236e+07 1.92099e+06 3.52054e+06 1.7482e+06 1.49736e+06 1.44766e+06 1.28333e+06 1.25324e+06 4.04276e+06 655774
threshold=0 1.0000000180025095e-35 17.500000000000004 18.500000000000004 3.5000000000000004 1 2 2.5000000000000004 3 4 3.5000000000000004 5 3.5000000000000004 4.5000000000000009 6 7 16.500000000000004 8 6.5000000000000009 1.5000000000000002 5.5000000000000009 3.5000000000000004 5.5000000000000009 7.5000000000000009 2.5000000000000004 3.5000000000000004 13.500000000000002 15.500000000000002 2.5000000000000004 9
decision_type=9 2 2 2 2 1 1 2 9 1 2 1 2 2 1 9 2 9 2 2 2 2 2 2 2 2 2 2 2 9
left_child=-1 -2 13 4 6 -6 -4 -8 9 -5 -10 -12 -11 29 15 16 -15 18 19 20 -16 -21 -23 24 -20 26 -25 28 -28 -3
right_child=1 2 3 8 5 -7 7 -9 10 12 11 -13 -14 14 17 -17 -18 -19 23 21 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.021528953853484314 0.013020571093745721 2.2659657605848298 -49.557960419427786 -79.474097664125509 302.42214760413538 -51.127780320909295 -3.3114646629853683 46.18602763584682 -2.9714014948326715 -3.2545894429871911 35.6358155077154 -6.3253248795219088 14.553314139626245 -3.8160053966581362 -5.8758063683143034 3.9205466569664269 -53.010206604003912 -0.54770155903190321 -24.423616865204604 -2.2625300562478663 97.132964370727549 39.667826760781779 -5.2579695961692119 -2.2116893495460945 0.054347711801528933 10.57997314529419 -0.031621999864454395 0.090207233279943469 36.945069268842538 -1.7360921393702236
leaf_weight=411579 260148 521 42 31 26 36 22 21 196 76 44 46 44 516 26 539 28 1084 41 123 25 37 33 367 64 250 77 128 48 1795
leaf_count=411579 260148 521 42 31 26 36 22 21 196 76 44 46 44 516 26 539 28 1084 41 123 25 37 33 367 64 250 77 128 48 1795
internal_value=0 0.0335079 0.881433 5.92793 32.9115 97.1351 -13.9339 20.8617 -3.14893 -12.8615 2.34668 14.189 3.27498 0.36457 1.18405 -1.20126 -6.23347 2.30576 4.80826 13.4896 44.6187 5.26376 18.4885 2.68501 -9.50371 4.15607 1.56578 7.04536 14.1674 -0.833514
internal_weight=0 266434 6286 584 147 62 85 43 437 151 286 90 120 5702 3386 1083 544 2303 1219 244 51 193 70 975 105 870 620 253 125 2316
internal_count=678013 266434 6286 584 147 62 85 43 437 151 286 90 120 5702 3386 1083 544 2303 1219 244 51 193 70 975 105 870 620 253 125 2316
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=733682 2 2 1048576 2 2 2 1064960 1098240 262145
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=31
num_cat=9
split_feature=11 12 13 14 13 6 11 8 13 3 0 3 13 8 11 0 11 3 11 13 14 0 11 8 3 8 13 11 14 11
split_gain=53725.1 191575 1.72449e+06 1.45777e+06 1.51794e+06 3.44513e+06 4.24043e+06 1.34686e+06 1.18527e+06 3.22411e+06 2.86856e+06 1.63361e+06 1.08632e+06 1.02735e+06 1.02395e+06 957877 1.16194e+06 735382 596604 559614 555402 382634 556515 398133 361089 491580 2.21014e+06 4.77325e+06 2.14993e+06 1.11209e+06
threshold=2.5000000000000004 1.0000000180025095e-35 0 1 2 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 5 6 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7 3.5000000000000004 8 3.5000000000000004
decision_type=2 2 9 1 9 2 2 2 9 2 2 2 9 2 2 2 2 2 2 9 1 2 2 2 2 2 9 2 1 2
left_child=-1 2 3 19 5 8 -7 15 9 10 -5 -10 13 -4 -13 17 -17 -6 -19 21 -15 23 -23 -2 25 -14 27 28 -27 -28
right_child=1 -3 12 4 7 6 -8 -9 11 -11 -12 14 24 20 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.025679099595364074 1.1729720916317008 -0.056956686869155039 -1.7350809817958284 36.136985826492314 -3.8037240070455214 8.9966053109419981 38.934299335782498 -20.067177302042644 -1.1280464633043148 2.5254715172953195 -5.0383827292400865 3.5568626267569408 -0.77872978119179936 -27.441252725020703 18.715844066722976 1.3736477088928223 27.167119353817355 0.64636377607073103 7.458602421186125 -1.1130205696118085 -6.9317105447092366 -0.80130760192871087 17.526655823475604 15.440603237152102 0.34952252200801165 8.1377974446614587 -11.633086727062862 -7.1814155578613281 41.999697509765632 2.728573164125768
leaf_weight=371296 885 276597 2665 64 272 190 63 30 605 221 23 112 5713 23 74 40 31 518 171 1376 31 30 37 20 16562 30 96 65 50 123
leaf_count=371296 885 276597 2665 64 272 190 63 30 605 221 23 112 5713 23 74 40 31 518 171 1376 31 30 37 20 16562 30 96 65 50 123
internal_value=0 -0.0308769 0.208618 1.95254 3.6822 5.88701 16.4514 0.812254 3.50854 8.66356 25.2515 1.37437 -0.119597 -2.00441 9.58786 1.42708 12.6356 0.598985 2.33706 0.182578 -15.6673 2.00747 9.32011 1.48828 0.107558 -0.551706 3.01144 12.1118 29.3015 -3.41119
internal_weight=0 306717 30120 4762 2414 1352 253 1062 1099 308 87 791 25358 2719 186 1032 71 961 689 2348 54 972 67 905 22639 6077 364 145 80 219
internal_count=678013 306717 30120 4762 2414 1352 253 1062 1099 308 87 791 25358 2719 186 1032 71 961 689 2348 54 972 67 905 22639 6077 364 145 80 219
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=864346 2 339984 335872 2115616 524298 2 1048704 2
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=31
num_cat=5
split_feature=12 13 11 14 1 11 12 9 12 11 12 0 11 12 13 6 11 12 13 12 3 11 13 8 12 12 11 0 12 11
split_gain=45414.2 267563 1.94252e+06 1.69044e+06 3.05866e+06 1.18286e+07 1.93831e+07 1.53939e+06 4.90922e+06 5.01806e+06 1.12442e+06 1.63346e+06 9.42487e+06 2.67595e+06 1.07785e+06 1.06761e+06 2.52114e+06 2.54014e+06 997878 1.84374e+06 3.30635e+06 3.07379e+06 1.6161e+06 688769 1.34622e+06 2.24938e+06 2.55194e+06 839466 4.45792e+06 6.25019e+06
threshold=3.5000000000000004 0 1.5000000000000002 1 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35
decision_type=2 9 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 10 -9 -10 11 18 -13 -14 -4 -12 -17 -18 19 -1 -21 -22 -23 27 25 -25 -27 -5 -29 -30
right_child=-2 -3 14 23 5 -7 -8 8 9 -11 15 12 13 -15 -16 16 17 -19 -20 20 21 22 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.67178342932986623 0.019142629694104404 0.060572560894265819 -1.1055998625525347 -0.49652506319094902 -17.441429276899861 -13.81597148930585 107.03493273504849 -1.2583436350668631 7.4973649749755866 55.706869165520914 -0.78810741998198619 -1.9869859440407056 8.9609062568814153 29.517756616284032 -0.20185444996497257 -0.92281751044521254 1.1155123428559639 16.505598979526095 -1.187416459062246 0.92514422316300249 21.205337361456124 12.4961212831385 -3.8352018489394077 -1.9293691452344259 -1.0040746543021013 28.670191096376488 3.489912041425705 -0.90664299824931671 12.280690421674995 -3.7719939375436433
leaf_weight=812 439605 131361 16446 11635 22 54 29 155 50 38 2894 445 102 167 66711 681 213 216 885 608 206 109 119 120 327 81 80 2773 697 372
leaf_count=812 439605 131361 16446 11635 22 54 29 155 50 38 2894 445 102 167 66711 681 213 216 885 608 206 109 119 120 327 81 80 2773 697 372
internal_value=0 -0.0350604 -0.152406 0.642341 1.84992 18.8023 53.3392 1.61875 9.45138 28.3151 1.36351 2.68582 6.94575 21.723 -0.380746 0.223175 2.8598 8.86437 1.57534 2.88498 5.68434 12.3516 4.35218 0.0563812 3.35793 8.434 16.1583 -0.0733172 1.20831 6.69454
internal_weight=0 238408 107047 23890 7805 105 51 7700 243 88 7457 3453 714 269 83157 4004 1110 429 2739 1854 1042 434 228 16085 608 281 161 15477 3842 1069
internal_count=678013 238408 107047 23890 7805 105 51 7700 243 88 7457 3453 714 269 83157 4004 1110 429 2739 1854 1042 434 228 16085 608 281 161 15477 3842 1069
cat_boundaries=0 1 2 3 4 5
cat_threshold=131637 2 16 21 1
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=31
num_cat=9
split_feature=8 13 11 12 14 12 12 12 12 11 12 11 12 12 11 12 13 12 14 13 12 12 12 12 12 12 14 14 13 13
split_gain=45710.1 234403 5.9624e+06 2.95566e+07 3.48657e+06 4.80366e+06 6.1993e+06 2.5084e+06 2.68118e+06 3.98857e+06 1.05577e+06 835432 1.37602e+06 775106 391972 2.88107e+06 4.64191e+06 8.83878e+06 1.4041e+07 1.31558e+06 7.16617e+06 5.7294e+07 4.09301e+06 2.97778e+06 1.47861e+06 9.00121e+06 4.75872e+07 6.88946e+06 1.06203e+06 973807
threshold=1.0000000180025095e-35 0 3.5000000000000004 3.5000000000000004 1 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 9.5000000000000018 1.0000000180025095e-35 8.5000000000000018 10.500000000000002 3.5000000000000004 2.5000000000000004 2 1.5000000000000002 3 4 14.500000000000002 13.500000000000002 12.500000000000002 15.500000000000002 13.500000000000002 14.500000000000002 5 6 7 8
decision_type=2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 1 9 2 2 2 2 2 2 1 1 9 9
left_child=-1 2 4 -4 5 6 -2 -6 -9 13 -5 12 -7 -10 -3 16 -16 28 -19 20 21 22 -17 -22 29 26 -26 -27 -18 -21
right_child=1 14 3 10 7 11 -8 8 9 -11 -12 -13 -14 -15 15 19 17 18 -20 24 23 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0051834672766437389 -2.5333713906151907 0.02308409273433297 133.31713819503784 -11.815350651254461 38.099453478274135 3.7882822465896613 -58.67166816092827 -2.6009230426165852 1.0885579141144901 41.925433868016952 12.004541209538779 -1.192979527367759 -31.727247516314193 20.245384965119541 0.27436408071793872 1.2118815944738051 2.906252014009576 -62.071305494308469 -0.7443692180088588 2.6554946495152123 -35.137752675201931 85.853567742719889 -21.681735790206726 -7.4625482007076869 0.15452615010369686 -2.3110817559331442 -162.74553028453482 49.730663885389056 -9.4542093385349624 -1.564279307036555
leaf_weight=652834 42 18478 20 49 23 20 37 239 97 39 30 485 24 27 543 1321 142 80 70 785 59 82 83 114 97 278 22 28 122 1743
leaf_count=652834 42 18478 20 49 23 20 37 239 97 39 30 485 24 27 543 1321 142 80 70 785 59 82 83 114 97 278 22 28 122 1743
internal_value=0 -0.132127 1.26792 24.7225 -0.967631 -5.8249 -28.826 5.98112 4.1435 14.0326 -2.76982 -2.38995 -15.5838 5.2598 -0.198478 -0.933982 -5.92716 -13.7359 -33.4521 0.102114 2.34718 4.60384 -0.141516 -16.9009 -1.16318 -6.62455 -29.9615 2.45091 -3.05381 -0.24963
internal_weight=0 25179 1132 99 1033 608 79 425 402 163 79 529 44 124 24047 5569 957 414 150 4612 1659 1486 1404 173 2953 425 119 306 264 2528
internal_count=678013 25179 1132 99 1033 608 79 425 402 163 79 529 44 124 24047 5569 957 414 150 4612 1659 1486 1404 173 2953 425 119 306 264 2528
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=288 2 1081373 2 414280 2 2 135168 1048580
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=31
num_cat=8
split_feature=13 1 12 12 11 14 14 11 14 11 14 11 12 12 14 13 12 13 11 12 12 11 12 12 11 12 12 11 12 12
split_gain=45478.1 376638 1.32568e+06 1.15872e+07 3.5826e+07 1.52852e+08 8.53425e+06 2.44323e+06 6.93406e+06 2.13298e+06 1.70824e+06 1.08858e+06 613460 449614 731768 2.30411e+06 5.20643e+06 1.39866e+06 1.17837e+06 1.4082e+07 1.56521e+06 1.09325e+06 1.19284e+06 945171 4.47413e+06 681056 1.55949e+06 742695 3.35598e+06 2.55849e+06
threshold=0 1.0000000180025095e-35 17.500000000000004 18.500000000000004 3.5000000000000004 1 2 3.5000000000000004 3 2.5000000000000004 4 1.5000000000000002 19.500000000000004 4.5000000000000009 5 6 16.500000000000004 7 1.5000000000000002 6.5000000000000009 16.500000000000004 2.5000000000000004 7.5000000000000009 5.5000000000000009 3.5000000000000004 15.500000000000002 12.500000000000002 3.5000000000000004 13.500000000000002 13.500000000000002
decision_type=9 2 2 2 2 1 1 2 1 2 1 2 2 2 1 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 13 4 6 -6 -4 10 12 -8 11 -5 -9 -3 15 16 -15 18 19 -16 21 22 -20 24 -19 26 -23 29 -29 -28
right_child=1 2 3 7 5 -7 9 8 -10 -11 -12 -13 -14 14 17 -17 -18 23 20 -21 -22 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.020769401541380357 0.013776330706199231 -0.74131636295165215 -44.602635120210195 3.6522225604607508 272.18320993276745 -46.011745198567709 -2.9853187149221245 -54.684565249356353 3.4970718161265055 41.570689119611473 -2.1115607140800372 27.59662186583957 -32.992362022399902 -3.4337522978006407 78.93094750917875 3.536082381020913 -47.709461702619279 -4.3293821122911238 -14.70953759293058 -5.9140633583068851 19.82077346266362 2.4856419454518934 2.0232726219372874 -0.89923456423807036 31.373276380392227 -6.1254015684127809 -5.5371056816794662 35.774191420418873 -7.4665314865112311 36.07425306532118
leaf_weight=411579 260148 2316 42 39 26 36 22 22 90 21 217 37 32 516 26 539 28 108 67 79 57 377 117 1223 52 52 22 28 50 45
leaf_count=411579 260148 2316 42 39 26 36 22 22 90 21 217 37 32 516 26 539 28 108 67 79 57 377 117 1223 52 52 22 28 50 45
internal_value=0 0.0322569 0.797133 5.33486 29.6213 87.4248 -12.5412 -2.83473 -13.5006 18.7746 2.40718 15.3094 -41.8299 0.332377 1.06678 -1.07698 -5.60953 2.07489 5.06925 15.0952 3.83977 2.63803 -4.06965 0.0459966 7.27398 4.78823 5.87541 14.6888 8.05578 22.4108
internal_weight=0 266434 6286 584 147 62 85 437 144 43 293 76 54 5702 3386 1083 544 2303 920 105 815 758 184 1383 160 574 522 145 78 67
internal_count=678013 266434 6286 584 147 62 85 437 144 43 293 76 54 5702 3386 1083 544 2303 920 105 815 758 184 1383 160 574 522 145 78 67
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=733682 2 2 2 2 2 1064960 1081856
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=31
num_cat=13
split_feature=7 13 11 12 12 11 11 13 12 14 14 13 12 12 14 11 11 12 14 11 12 14 14 13 13 14 12 12 14 11
split_gain=39704.7 165340 557728 449597 1.43487e+06 1.61798e+06 913555 3.21384e+06 4.00107e+06 8.54917e+06 845888 837166 1.36939e+06 1.72766e+06 1.00505e+07 8.76221e+06 1.72853e+06 1.1785e+06 1.93567e+06 1.86457e+06 925954 712461 697326 1.3678e+06 609529 766856 1.20076e+06 1.22284e+06 434669 419655
threshold=1.0000000180025095e-35 0 3.5000000000000004 9.5000000000000018 6.5000000000000009 2.5000000000000004 2.5000000000000004 1 7.5000000000000009 2 3 4 1.5000000000000002 5.5000000000000009 5 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6 1.5000000000000002 4.5000000000000009 7 8 9 10 11 8.5000000000000018 7.5000000000000009 12 1.5000000000000002
decision_type=2 9 2 2 2 2 2 9 2 1 1 9 2 2 1 2 2 2 1 2 2 1 1 9 9 1 2 2 1 2
left_child=-1 -2 3 4 5 11 22 8 9 -8 -10 12 17 16 15 -15 20 29 -19 -20 21 -14 -6 -24 25 26 27 -9 -13 -3
right_child=1 2 -4 -5 6 -7 7 24 10 -11 -12 28 13 14 -16 -17 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0070087573810086196 0.22836772985922338 6.6626838241304673 0.63445422345515856 -1.2657550277398575 -2.1141852401042809 -2.6594760363022547 58.959356842041018 2.8665364485520586 -2.711998448746928 3.1800014058097466 10.722536784470684 -2.5524218135785848 16.827853065729141 -13.640423940658572 -5.4069345699843545 56.824123083750408 -2.7680436673020958 -3.6561200851049183 1.5668399612624926 20.376485034234509 19.912897553651231 -0.058257216319703223 -2.9055078984713489 4.99727993479258 -3.291806465514163 -3.0406449291193596 -5.1753042697906499 24.255715567848899 0.05553510799200443 -2.8666188148891223
leaf_weight=624618 31700 70 6629 4795 580 2822 50 52 89 61 99 916 32 25 186 60 1064 78 77 167 46 114 329 622 272 107 48 55 2114 136
leaf_count=624618 31700 70 6629 4795 580 2822 50 52 89 61 99 916 32 25 186 60 1064 78 77 167 46 114 329 622 272 107 48 55 2114 136
internal_value=0 0.0828339 -0.129861 -0.466243 -0.0929927 -0.739269 2.06864 4.73371 12.8224 28.3058 4.36257 0.32638 1.87906 0.370263 7.61161 36.0993 -1.19216 6.27816 10.057 14.4407 7.54085 3.64281 0.618606 2.28529 -0.0347956 3.34324 7.96587 13.861 -0.730466 0.371494
internal_weight=0 53395 21695 15066 10271 7907 2364 833 299 111 188 5085 2055 1527 271 85 1256 528 322 244 192 146 1531 951 534 262 155 107 3030 206
internal_count=678013 53395 21695 15066 10271 7907 2364 833 299 111 188 5085 2055 1527 271 85 1256 528 322 244 192 146 1531 951 534 262 155 107 3030 206
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=510362 1048576 2 2 12804 2 2 2 2 1048673 2621441 2 2
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=31
num_cat=1
split_feature=11 14 12 12 1 12 12 12 6 3 12 8 12 6 12 12 12 4 12 12 2 12 12 0 12 12 7 7 12 10
split_gain=37435.6 274318 2.09304e+06 1.92915e+06 1.06007e+06 7.93497e+06 605751 474975 397928 347550 418696 335742 259665 252810 249965 379938 245847 346706 992446 205728 200753 193179 467046 522551 397368 635244 1.46358e+06 213156 193223 1.39482e+06
threshold=4.5000000000000009 0 17.500000000000004 18.500000000000004 1.0000000180025095e-35 15.500000000000002 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 17.500000000000004 1.0000000180025095e-35 15.500000000000002 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 13 12 7 8 -3 -9 -11 20 -6 16 -12 -16 17 19 -19 -2 -8 22 24 -24 25 27 -27 28 -18 -30
right_child=1 2 3 -5 5 -7 11 9 -10 10 14 -13 -14 -15 15 -17 21 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0039338392723874405 0.46519272856955152 -0.61003531194796234 44.114540654137024 1.7408986871892755 -2.1956120553844705 -64.26210715553978 -1.8945048637480202 0.58979236481894914 5.6590689044132416 5.2841464106499787 0.3181435002333014 7.0898572410025258 9.1378168852432928 -1.456775605090801 10.027311169261665 -1.8836072167684865 1.2555818519421988 -8.0099008923485169 21.218561876737155 -0.74482987311858828 -10.060969912621283 -2.6578923445261884 16.221291595552028 -0.68433541962594702 -3.9533610683376512 2.0324566654652858 22.389146839488639 -1.7268497937486256 0.5152282671658498 -25.157312675144365
leaf_weight=660059 1846 1884 21 22 167 22 1039 1065 107 493 473 41 23 1582 71 43 1792 21 26 5883 31 167 41 33 177 179 44 373 265 23
leaf_count=660059 1846 1884 21 22 167 22 1039 1065 107 493 473 41 23 1582 71 43 1792 21 26 5883 31 167 41 33 177 179 44 373 265 23
internal_value=0 -0.142415 0.462375 22.435 -0.395048 -7.4069 0.282305 0.839181 -0.273122 1.87163 3.13566 -1.79082 -0.823671 -0.275668 1.33122 5.5346 -0.103772 -0.403757 8.15904 -0.455827 -2.1311 0.650166 0.838907 8.6823 0.635469 0.93899 6.04902 0.474442 0.869192 -1.53501
internal_weight=0 17954 5290 43 12664 212 5247 4136 1991 2145 1080 1111 190 12452 587 114 10870 7776 47 7729 1070 3094 2927 74 2853 2676 223 2453 2080 288
internal_count=678013 17954 5290 43 12664 212 5247 4136 1991 2145 1080 1111 190 12452 587 114 10870 7776 47 7729 1070 3094 2927 74 2853 2676 223 2453 2080 288
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=31
num_cat=6
split_feature=12 12 13 1 14 11 11 12 11 2 11 12 14 12 12 1 14 11 12 12 11 13 12 11 11 11 12 11 0 13
split_gain=39047.6 86259.5 1.13912e+06 1.97711e+06 1.21021e+07 9.27342e+07 2.04419e+07 4.25685e+07 2.76641e+06 1.34636e+06 1.3977e+06 3.66515e+06 1.13224e+06 1.11383e+06 832897 832695 1.42173e+07 1.64734e+07 2.20941e+07 5.55119e+07 1.81914e+07 4.1046e+06 4.79833e+06 8.6964e+06 3.87762e+06 1.25976e+06 1.0612e+06 901267 1.06131e+06 1.19361e+06
threshold=19.500000000000004 16.500000000000004 0 1.0000000180025095e-35 1 3.5000000000000004 3.5000000000000004 17.500000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 2 17.500000000000004 17.500000000000004 1.0000000180025095e-35 3 2.5000000000000004 18.500000000000004 17.500000000000004 3.5000000000000004 4 17.500000000000004 3.5000000000000004 3.5000000000000004 3.5000000000000004 17.500000000000004 2.5000000000000004 1.0000000180025095e-35 5
decision_type=2 2 9 2 1 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 9
left_child=1 -1 9 -4 5 8 13 -8 14 15 11 -11 -12 -6 -5 26 17 -17 19 24 -21 22 -18 -24 -19 -23 -3 -28 -29 -30
right_child=-2 2 3 4 6 -7 7 -9 -10 10 12 -13 -14 -15 -16 16 21 18 -20 20 -22 25 23 -25 -26 -27 27 28 29 -31
leaf_value=0.003943701353279901 0.18125759061903102 -1.6402041677511037 0.35981933314125153 17.702201929400044 -0.36979720313269815 176.15057384266572 32.875869140625007 -146.65243039812361 -23.244954268137615 41.032141244070871 0.13013500318621959 -2.3288579637354072 19.129851872580392 13.50091648515591 -2.4278034413447145 5.656058945699975 3.8577003414348021 -21.790063956931789 24.88507964972294 -76.541135470072433 -194.23841573780982 2.567161454652485 -7.6876445198059091 74.973641139439181 32.865218750000004 -16.744859536227427 -0.69591568126736947 -0.039556782929854983 8.1648265966388021 1.3158151588851599
leaf_weight=641559 11687 6532 8624 31 111 34 25 28 60 35 302 44 35 121 61 108 59 27 33 24 29 304 20 35 25 38 5239 1690 408 685
leaf_count=641559 11687 6532 8624 31 111 34 25 28 60 35 302 44 35 121 61 108 59 27 33 24 29 304 20 35 25 38 5239 1690 408 685
internal_value=0 -0.00312563 -0.186248 0.70361 7.01335 26.8553 -5.93617 -61.9693 -6.53964 -0.702664 4.90986 16.8817 2.1034 6.8645 4.35513 -0.856167 -4.22008 -23.5957 -46.4884 -68.92 -140.942 6.23255 21.7575 44.915 4.48651 0.40941 -0.693911 0.0766188 1.53092 3.95918
internal_weight=0 666326 24767 9095 471 186 285 53 152 15672 416 79 337 232 92 15256 702 246 138 105 53 456 114 55 52 342 14554 8022 2783 1093
internal_count=678013 666326 24767 9095 471 186 285 53 152 15672 416 79 337 232 92 15256 702 246 138 105 53 456 114 55 52 342 14554 8022 2783 1093
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=139449 2 2 2 129 16
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=31
num_cat=11
split_feature=11 12 12 14 13 11 0 13 13 8 0 11 13 13 7 6 9 13 13 6 11 9 12 14 13 0 2 12 14 11
split_gain=37197.9 215952 885758 1.2926e+06 2.25527e+06 1.57843e+06 3.52284e+06 5.53692e+06 4.06038e+06 1.66288e+06 1.51086e+06 2.22588e+06 1.85745e+06 1.4401e+06 1.42273e+06 1.26084e+06 2.72456e+06 1.07055e+06 781181 762912 1.66501e+06 626643 2.14943e+06 5.12441e+06 612072 546568 546147 1.50104e+06 2.90884e+06 1.49265e+07
threshold=2.5000000000000004 15.500000000000002 16.500000000000004 0 1 1.5000000000000002 1.0000000180025095e-35 2 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4 5 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6 7 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 8 9 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 10 1.0000000180025095e-35
decision_type=2 2 2 1 9 2 2 9 9 2 2 2 9 9 2 2 2 9 9 2 2 2 2 1 9 2 2 2 1 2
left_child=1 -1 3 4 5 10 7 9 -8 14 12 13 19 -12 15 16 -7 21 25 -3 -21 -4 23 -23 -9 -5 -19 28 29 -28
right_child=-2 2 17 18 -6 6 8 24 -10 -11 11 -13 -14 -15 -16 -17 -18 26 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0020572707909206158 -0.025709672171253545 1.9042664544002432 0.83036000060106319 0.66885584709961288 -1.0720849047527961 -0.1867366499370999 -4.4869616312547169 -3.5443747901230411 11.613707025954714 -5.1656318664550787 10.048834890582265 -2.3074520038423088 -2.3919477046741764 -2.4483863803429333 29.290920350045873 17.070045902659594 24.223438684264227 -0.55340327893707075 -1.2458492300167925 2.4876250189703866 25.227636548092491 6.0728059587024505 -0.24596500192676582 61.301827385312038 4.9896665659817785 7.4507325230382424 86.726052001953121 -1.4993494453163922 -17.617150942484539 -5.2431672159830738
leaf_weight=339330 306717 148 5793 346 1729 144 540 268 209 42 527 315 1127 113 66 412 67 16453 2611 74 57 84 222 21 111 181 25 197 24 60
leaf_count=339330 306717 148 5793 346 1729 144 540 268 209 42 527 315 1127 113 66 412 67 16453 2611 74 57 84 222 21 111 181 25 197 24 60
internal_value=0 0.02135 0.269827 1.10509 1.9713 3.21315 5.40031 8.97621 0.100898 13.9611 1.50465 4.57406 -0.580195 7.96105 15.3297 13.8506 7.56436 -0.0619188 -0.537082 6.58786 12.3821 1.06903 5.32982 17.1186 -0.980942 2.94228 -0.475268 3.71038 13.1261 21.8066
internal_weight=0 371296 31966 9087 5949 4220 1859 1110 749 731 2361 955 1406 640 689 623 211 22879 3138 279 131 6120 327 105 379 527 16759 306 109 85
internal_count=678013 371296 31966 9087 5949 4220 1859 1110 749 731 2361 955 1406 640 689 623 211 22879 3138 279 131 6120 327 105 379 527 16759 306 109 85
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2 1450105 1048592 1048688 139336 16 1692266 283017 2 139264 2
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=31
num_cat=8
split_feature=12 12 13 1 11 12 6 14 12 6 14 13 1 14 11 11 12 12 12 12 9 12 13 11 14 1 14 11 12 12
split_gain=37650.2 69253.4 1.08415e+06 2.07816e+06 1.5353e+06 4.51449e+06 1.03798e+07 2.75557e+07 834986 1.58626e+06 4.79283e+06 502766 1.16446e+06 1.5508e+07 9.18489e+07 2.05842e+07 4.99832e+07 3.48048e+06 8.70784e+06 1.51542e+06 874672 1.82375e+06 3.22114e+06 5.37036e+06 3.11466e+06 862907 1.13599e+07 1.25686e+07 1.5899e+07 3.75781e+07
threshold=19.500000000000004 16.500000000000004 0 1.0000000180025095e-35 2.5000000000000004 17.500000000000004 1.0000000180025095e-35 1 17.500000000000004 1.0000000180025095e-35 2 3 1.0000000180025095e-35 4 3.5000000000000004 3.5000000000000004 17.500000000000004 18.500000000000004 17.500000000000004 17.500000000000004 1.0000000180025095e-35 17.500000000000004 5 3.5000000000000004 6 1.0000000180025095e-35 7 2.5000000000000004 17.500000000000004 18.500000000000004
decision_type=2 2 9 2 2 2 2 1 2 2 1 9 2 1 2 2 2 2 2 2 2 2 9 2 1 2 1 2 2 2
left_child=1 -1 3 4 8 6 -6 -8 9 -3 -11 12 20 14 17 19 -17 18 -14 -15 -4 22 23 24 -22 -13 27 -27 -29 -30
right_child=-2 2 11 -5 5 -7 7 -9 -10 10 -12 25 13 15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0032854994489719259 0.17800519619032817 -0.38993470157600113 -0.2010710564273088 28.664890869893135 -0.25676266380718776 -3.1615443390870648 92.343707806131121 -48.255711708068851 1.8191165968884517 -53.746878242492677 11.056171726045156 -0.44305861719260237 14.330622663952056 -5.5217499742604268 184.47279589253088 32.019815760073456 -178.81527554772117 17.62359905933079 -48.647958718175474 11.495826453131599 0.24170829984876843 -1.2690292097811113 -3.2361254314044574 61.593615899262602 39.05681030010355 5.0264450361770869 5.5534017301174678 4.3582333096590906 -108.55498897433282 19.15534258418613
leaf_weight=641559 11687 72 7119 32 112 219 46 20 137 25 21 15309 42 99 31 23 22 38 46 111 72 285 101 27 29 113 461 55 64 36
leaf_count=641559 11687 72 7119 32 112 219 46 20 137 25 21 15309 42 99 31 23 22 38 46 111 72 285 101 27 29 113 461 55 64 36
internal_value=0 -0.00304876 -0.16713 3.72981 2.56321 6.45229 18.2806 49.7378 -3.49156 -9.65735 -24.1629 -0.279243 0.365625 5.54451 30.2703 -9.67881 -71.0551 -7.66844 -18.59 3.47325 0.0865675 4.07042 10.7156 20.3846 11.3866 -0.602748 -3.9645 -20.3367 -38.8273 -62.5793
internal_weight=0 666326 24767 684 652 397 178 66 255 118 46 24083 8045 412 157 255 45 126 88 210 7633 514 229 128 101 16038 729 268 155 100
internal_count=678013 666326 24767 684 652 397 178 66 255 118 46 24083 8045 412 157 255 45 126 88 210 7633 514 229 128 101 16038 729 268 155 100
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=774 2 2 1923136 2 1576960 2 2
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=31
num_cat=8
split_feature=11 13 5 12 12 12 13 14 3 3 0 6 8 12 14 12 6 12 14 12 13 1 12 12 12 12 12 14 0 14
split_gain=36436.3 343135 5.45994e+06 3.75044e+07 1.03966e+06 4.98509e+06 4.40482e+06 4.53968e+06 2.31931e+07 1.14801e+07 1.90871e+06 2.14725e+06 926501 1.2607e+07 3.43789e+07 7.45163e+06 836385 805290 788991 727998 656254 1.85293e+06 1.37586e+06 783111 975778 673892 2.8242e+06 1.60607e+07 1.1897e+07 1.03675e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 8.5000000000000018 1.5000000000000002 2.5000000000000004 1 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 3 10.500000000000002 1.0000000180025095e-35 7.5000000000000009 4 9.5000000000000018 5 1.0000000180025095e-35 7.5000000000000009 16.500000000000004 17.500000000000004 6.5000000000000009 5.5000000000000009 6 1.0000000180025095e-35 7
decision_type=2 9 2 2 2 2 9 1 2 2 2 2 2 2 1 2 2 2 1 2 9 2 2 2 2 2 2 1 2 1
left_child=1 2 4 -4 16 6 7 8 -6 10 11 -9 20 15 -15 17 -1 -14 -19 -20 25 23 -23 -22 -25 26 29 28 -28 -7
right_child=-2 -3 3 -5 5 12 -8 9 -10 -11 -12 -13 13 14 -16 -17 -18 18 19 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-3.8419769170228961 0.0099251656975001788 -0.10388471488150247 137.90660961151124 -44.238917233393749 92.113294370784331 -5.0896659843873664 -2.4642582098642989 -42.540321453101939 -0.0069731750488281246 35.98784973879895 5.9767668724060066 -7.1658590574522281 7.3399677170647522 118.1697893850265 -39.442079666137694 -62.293075670514796 5.2307533897202596 -19.621016601036334 -8.6304624037309132 14.853856797651813 -2.0276168363963349 -41.123411302566531 -7.8840106964111332 22.662804057680329 0.70571590839926879 -0.35359416566136037 72.920901831265155 -5.8525502339252453 -2.2879678321607186 2.3372211491897672
leaf_weight=819 574056 96786 20 26 43 298 170 32 75 83 32 37 90 31 25 21 116 29 33 22 1273 20 33 29 67 2966 58 181 33 509
leaf_count=819 574056 96786 20 26 43 298 170 32 75 83 32 37 90 31 25 21 116 29 33 22 1273 20 33 29 67 2966 58 181 33 509
internal_value=0 -0.054415 0.612562 34.9548 0.391703 0.861179 10.7386 17.6672 33.5623 8.43381 -14.2096 -23.5714 0.0458367 5.98655 47.8073 -6.02353 -2.71638 0.767628 -6.27417 0.763265 -0.226912 -2.06655 -20.4272 -1.37082 7.33859 0.423863 2.5649 11.3772 45.6474 -0.405297
internal_weight=0 103957 7171 46 7125 6190 472 302 118 184 101 69 5718 251 56 195 935 174 84 55 5467 1422 53 1369 96 4045 1079 272 91 807
internal_count=678013 103957 7171 46 7125 6190 472 302 118 184 101 69 5718 251 56 195 935 174 84 55 5467 1422 53 1369 96 4045 1079 272 91 807
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=69664 65568 2 2 2 69632 2 2
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=31
num_cat=5
split_feature=8 13 12 14 12 14 12 11 11 12 12 12 11 12 11 12 11 12 13 12 11 12 11 11 11 11 12 14 12 12
split_gain=39153.8 245305 1.06056e+06 1.13318e+06 1.0914e+06 783228 1.05708e+07 5.53562e+07 2.07444e+07 1.85093e+08 3.26844e+07 6.34088e+06 5.34439e+06 1.26045e+06 1.44841e+06 2.2228e+06 1.44277e+07 1.3441e+06 1.06466e+06 1.7986e+06 938796 823173 1.04249e+06 536711 519304 460839 2.76808e+06 6.67069e+06 1.31953e+07 1.01896e+06
threshold=1.0000000180025095e-35 0 18.500000000000004 1 10.500000000000002 2 14.500000000000002 3.5000000000000004 3.5000000000000004 13.500000000000002 13.500000000000002 12.500000000000002 2.5000000000000004 14.500000000000002 1.0000000180025095e-35 13.500000000000002 3.5000000000000004 12.500000000000002 3 17.500000000000004 2.5000000000000004 12.500000000000002 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 4 1.5000000000000002 9.5000000000000018
decision_type=2 9 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2
left_child=-1 2 4 -4 25 13 8 20 10 11 24 -10 -12 14 17 21 -17 -6 23 -20 -8 -16 -23 -15 -7 -2 27 28 -27 -28
right_child=1 -3 3 -5 5 6 7 -9 9 -11 12 -13 -14 18 15 16 -18 -19 19 -21 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.0047696994332313064 0.43951403804690053 0.14902327600989843 2.902193239477814 27.508350605434842 -31.509853346207564 11.953902991612752 20.952525094985962 -179.46071824573335 -2.6544304993576731 274.7863760141226 -47.815988456726075 -50.386540171974588 -109.52398805618287 3.349770267875932 -2.0229989772711452 8.0252661141549577 -40.336935002326967 -1.3057580966215869 0.6794209653139115 -22.224528801739218 -3.1224472294683046 0.27641398836169723 13.853304645313935 11.712741444245825 -2.4170143398430834 -2.4036234163902179 -0.28284484427721107 2.6967945216761695 -53.184044327735904 7.0351092572605936
leaf_weight=652834 6022 14343 61 27 34 27 25 21 104 26 25 38 32 278 571 161 100 26 240 40 46 169 85 106 366 142 1496 270 80 218
leaf_count=652834 6022 14343 61 27 34 27 25 21 104 26 25 38 32 278 571 161 100 26 240 40 46 169 85 106 366 142 1496 270 80 218
internal_value=0 -0.122313 -0.481158 10.4518 -0.57112 -2.39197 -5.20681 -36.8315 -0.498936 29.4863 -11.6934 -15.4278 -82.4591 -1.28781 -3.29651 -2.46088 -10.5043 -18.4214 2.17902 -2.50317 5.35466 0.0837727 4.81986 5.51469 -1.4297 -0.0134458 -1.24995 -7.86159 -20.7029 0.64791
internal_weight=0 25179 10836 88 10748 2520 710 92 618 168 450 142 57 1810 1146 1086 261 60 664 280 71 825 254 384 393 8228 2206 492 222 1714
internal_count=678013 25179 10836 88 10748 2520 710 92 618 168 450 142 57 1810 1146 1086 261 60 664 280 71 825 254 384 393 8228 2206 492 222 1714
cat_boundaries=0 1 2 3 4 5
cat_threshold=2064590 2 2 655372 2
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=31
num_cat=10
split_feature=13 1 12 12 11 14 14 11 14 11 12 14 11 12 13 12 12 14 11 11 12 13 12 11 14 12 11 13 11 12
split_gain=34019.2 274887 1.42725e+06 1.28145e+07 3.13639e+07 1.25739e+08 4.6904e+06 2.18321e+06 7.67065e+06 1.72114e+06 1.61891e+06 1.37191e+06 873526 420217 412716 620824 607072 2.76551e+06 1.33571e+07 594623 509090 613529 1.46849e+06 2.58037e+06 857243 530004 463215 451743 1.90592e+06 8.03928e+06
threshold=0 1.0000000180025095e-35 17.500000000000004 18.500000000000004 3.5000000000000004 1 2 3.5000000000000004 3 2.5000000000000004 19.500000000000004 4 1.5000000000000002 21.500000000000004 5 3.5000000000000004 16.500000000000004 6 3.5000000000000004 3.5000000000000004 10.500000000000002 7 13.500000000000002 3.5000000000000004 8 11.500000000000002 2.5000000000000004 9 1.5000000000000002 5.5000000000000009
decision_type=9 2 2 2 2 1 1 2 1 2 2 1 2 2 9 2 2 1 2 2 2 9 2 2 1 2 2 9 2 2
left_child=-1 -2 14 4 6 -6 -4 11 10 -8 -9 12 -5 -13 15 -3 20 18 -18 -19 27 22 23 24 -22 -26 -27 28 29 -16
right_child=1 2 3 7 5 -7 9 8 -10 -11 -12 13 -14 -15 16 -17 17 19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.017976683922435784 0.012097186220507296 -1.3879412113780707 -32.288330913725353 2.8735641057674703 252.58684751070464 -36.01058790418837 -4.8503668655048724 -63.962377860329369 4.5936773978339307 35.17374503726051 -28.7234858751297 -7.3298813637266766 24.322787680497044 1.5508820339916198 -2.6368233243156887 11.3493293974773 11.112055449736745 -3.1775564391891677 -89.851065216064455 10.436299304962159 -4.1727961557561697 0.50972369386438732 -1.0492192512998979 36.271073851865879 19.960917959894456 0.066817505505620212 15.844612604777019 -1.778234398831807 -0.39816695356649279 38.046672347012695
leaf_weight=411579 260148 71 42 39 26 36 22 22 90 21 32 94 37 123 170 83 38 77 20 55 55 959 192 34 42 49 30 1377 2382 68
leaf_count=411579 260148 71 42 39 26 36 22 22 90 21 32 94 37 123 170 83 38 77 20 55 55 959 192 34 42 49 30 1377 2382 68
internal_value=0 0.0278853 0.681326 5.38969 30.93 85.0141 -8.51964 -3.20167 -13.284 14.6963 -43.0801 1.75345 13.3159 -2.29608 0.199094 5.14299 0.0524984 -5.50231 -23.7028 2.49488 0.249575 1.92003 5.14377 11.0509 6.17879 10.8841 6.05839 -0.319222 0.452654 8.98703
internal_weight=0 266434 6286 584 147 62 85 437 144 43 54 293 76 217 5702 154 5548 190 58 132 5358 1361 402 210 176 121 79 3997 2620 238
internal_count=678013 266434 6286 584 147 62 85 437 144 43 54 293 76 217 5702 154 5548 190 58 132 5358 1361 402 210 176 121 79 3997 2620 238
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=733682 2 2 2 2 262656 2 34816 2 1048589
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=31
num_cat=6
split_feature=5 13 12 14 13 11 13 11 12 11 13 11 11 12 12 12 11 12 12 12 11 12 12 12 13 11 12 12 12 12
split_gain=33828.8 806469 4.71074e+06 316779 2.99302e+06 2.12279e+07 686108 962330 2.09201e+06 354430 182686 224103 625185 665157 698310 880248 181097 170460 150722 218905 142585 140245 129440 129320 161951 388667 106095 115638 188921 240900
threshold=1.0000000180025095e-35 0 8.5000000000000018 1 2 1.0000000180025095e-35 3 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 4 2.5000000000000004 3.5000000000000004 1.5000000000000002 8.5000000000000018 11.500000000000002 2.5000000000000004 8.5000000000000018 3.5000000000000004 7.5000000000000009 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 10.500000000000002 5 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 10.500000000000002 11.500000000000002
decision_type=2 9 2 1 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 7 8 -3 17 16 26 13 -13 -15 -16 -11 21 -7 -20 -4 -6 -14 24 -8 -26 -12 -28 -29 -30
right_child=1 3 20 4 9 18 23 -9 -10 10 11 12 22 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=0.0017699558278404318 -37.757603288951678 -42.833498019263857 9.7336381892363235 83.533359396287381 -3.3798275125749186 2.9252779542354119 0.62055539058132492 -1.8050332304239274 -1.3898389273676379 -0.60644689408632424 -6.5642243058450767 22.052793840261607 -7.142423837835139 -3.9947836138167476 27.625260509144177 2.0985586271967209 -8.2697789697086108 -2.5270134136908586 -9.0750692524189187 -0.33652066047801532 1.2033380830010705 -11.962614216274687 -0.10698897696676708 0.34623686212161714 -10.346658780024603 -1.3425612957062085 3.427253394278269 -4.6144044437539682 8.3712816411798663 -1.002642838164796
leaf_weight=673966 38 21 36 35 33 57 354 100 29 78 31 26 33 53 22 35 51 144 43 86 43 45 126 1495 52 614 63 109 33 162
leaf_count=673966 38 21 36 35 33 57 354 100 29 78 31 26 33 53 22 35 51 144 43 86 43 45 126 1495 52 614 63 109 33 162
internal_value=0 -0.288216 -8.13098 -0.033953 1.26908 11.5638 -0.652595 -7.00195 -18.7962 -1.01124 -0.0633914 0.593107 2.69042 7.66805 4.26802 11.951 -3.37454 -4.5664 -1.35714 -3.24937 5.09056 -8.33144 -1.56717 -0.24509 -1.11419 -2.01532 -0.946532 -0.472014 -1.28009 0.583714
internal_weight=0 4047 117 3930 1265 221 2665 150 50 1044 822 693 295 136 110 57 129 222 186 129 79 78 159 2515 1020 666 398 367 304 195
internal_count=678013 4047 117 3930 1265 221 2665 150 50 1044 822 693 295 136 110 57 129 222 186 129 79 78 159 2515 1020 666 398 367 304 195
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=327744 2 131104 8224 524680 2136080
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=31
num_cat=11
split_feature=11 12 12 14 13 11 0 13 13 8 0 11 13 13 10 13 7 6 13 13 11 11 6 9 12 14 2 14 12 7
split_gain=33417.6 179883 703127 1.04287e+06 1.84949e+06 1.18989e+06 2.87226e+06 5.50182e+06 3.5234e+06 1.34037e+06 1.19676e+06 1.79341e+06 1.55948e+06 1.1515e+06 1.07014e+06 1.28809e+06 2.00904e+06 1.77434e+06 838058 629905 592681 590620 600534 584033 1.88494e+06 3.02885e+06 548972 2.14607e+06 6.1126e+06 524875
threshold=2.5000000000000004 15.500000000000002 16.500000000000004 0 1 1.5000000000000002 1.0000000180025095e-35 2 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4 5 1.0000000180025095e-35 6 1.0000000180025095e-35 1.0000000180025095e-35 7 8 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 9 1.0000000180025095e-35 10 17.500000000000004 1.0000000180025095e-35
decision_type=2 2 2 1 9 2 2 9 9 2 2 2 9 9 2 9 2 2 9 9 2 2 2 2 2 1 2 1 2 2
left_child=1 -1 3 4 5 10 7 29 -8 14 12 13 21 -12 15 -9 17 -17 23 -5 26 -3 -23 -4 25 -25 -20 28 -28 -7
right_child=-2 2 18 19 -6 6 8 9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0011492674813543789 -0.024390372269705359 5.0377394427423896 0.70941434348012589 2.6405342364888398 -0.90206706964779382 -5.0720966237579468 13.741647583007813 25.719491662112148 -3.3907576606991685 -4.6716782706124445 9.0736606732871063 -2.0344571789105732 -1.5781521942700998 -2.1505436744846285 -1.0647196106288745 0.86570504328587683 29.537819752927689 13.933733090852437 -0.028565074074315217 -1.120291744775783 -1.1439412596418295 6.1766141024502845 28.254803078515188 7.4077918849271889 -0.012719009916822449 49.038158486106184 41.982697970368143 -21.588429607391358 -2.4833205615390432 7.5009822243138364
leaf_weight=339330 306717 92 5851 527 1807 263 140 100 591 42 527 312 1245 112 46 143 61 380 9791 2611 6714 22 28 85 238 22 43 25 110 38
leaf_count=339330 306717 92 5851 527 1807 263 140 100 591 42 527 312 1245 112 46 143 61 380 9791 2611 6714 22 28 85 238 22 43 25 110 38
internal_value=0 0.020214 0.246993 0.991178 1.76923 2.92972 4.86633 8.15979 0.0320134 12.5376 1.44797 4.18027 -0.425443 7.21469 13.6994 14.6923 12.1556 10.3606 -0.0485801 -0.483849 -0.417404 9.14797 18.5404 0.943645 4.9434 15.9673 0.0714916 5.57517 10.0137 -3.37275
internal_weight=0 371296 31966 9087 5949 4142 1804 1073 731 772 2338 951 1387 639 730 684 584 523 22879 3138 16683 142 50 6196 345 107 9969 178 153 301
internal_count=678013 371296 31966 9087 5949 4142 1804 1073 731 772 2338 951 1387 639 730 684 584 523 22879 3138 16683 142 50 6196 345 107 9969 178 153 301
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2 1450104 139328 131072 8256 16 1048584 1692259 283017 2 2
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=31
num_cat=8
split_feature=12 12 13 1 11 12 6 14 12 6 14 12 6 14 13 2 11 12 14 1 14 11 12 12 11 13 12 12 11 11
split_gain=35627.6 66006.9 897258 1.76943e+06 1.23882e+06 3.66296e+06 8.40844e+06 2.23197e+07 689010 1.26736e+06 3.88612e+06 451460 1.27914e+06 380885 370362 911802 666163 1.70031e+06 1.08761e+06 523916 8.89041e+06 1.07704e+07 1.6843e+07 4.47732e+07 2.67567e+07 3.57604e+06 4.24257e+06 8.2883e+06 3.47583e+06 2.03354e+06
threshold=19.500000000000004 16.500000000000004 0 1.0000000180025095e-35 2.5000000000000004 17.500000000000004 1.0000000180025095e-35 1 17.500000000000004 1.0000000180025095e-35 2 18.500000000000004 1.0000000180025095e-35 3 4 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 5 1.0000000180025095e-35 6 2.5000000000000004 18.500000000000004 17.500000000000004 3.5000000000000004 7 17.500000000000004 18.500000000000004 3.5000000000000004 3.5000000000000004
decision_type=2 2 9 2 2 2 2 1 2 2 1 2 2 1 9 2 2 2 1 2 1 2 2 2 2 9 2 2 2 2
left_child=1 -1 3 4 8 6 -6 -8 9 -3 -11 12 -7 -13 15 19 17 -17 -18 -4 21 -21 23 28 -25 26 -22 -28 -23 -27
right_child=-2 2 14 -5 5 11 7 -9 -10 10 -12 13 -14 -15 -16 16 18 -19 -20 20 25 22 -24 24 -26 29 27 -29 -30 -31
leaf_value=0.0032425810357422599 0.17318217619166451 -0.45138456821441653 -0.55684710796722336 26.389691303670407 -0.23170409543173656 -0.46199721292573576 83.110594707986593 -43.427853584289551 1.6900884469930273 -48.339816453933715 10.012375513712566 6.7820305267023659 -22.284899306941679 -8.7689106863879029 0.25784857820837576 28.729980730329245 0.2379635914149931 -1.4508089804649353 19.125900823929733 4.5032478350684757 2.3617291854599776 -20.082941712273495 26.855053011576338 -57.622983105977383 -210.301716856523 1.9707841983208292 79.088262312752875 1.436184240270544 31.663361328125003 -23.838343216391173
leaf_weight=641559 11687 72 14334 32 112 98 46 20 137 25 21 63 37 21 8665 35 295 40 34 105 59 27 30 24 22 299 28 27 25 34
leaf_count=641559 11687 72 14334 32 112 98 46 20 137 25 21 63 37 21 8665 35 295 40 34 105 59 27 30 24 22 299 28 27 25 34
internal_value=0 -0.00294142 -0.163131 3.38208 2.30474 5.79819 16.4527 44.7656 -3.13409 -8.73504 -21.7008 -2.86163 -6.44309 2.8943 -0.265115 -0.559 4.12871 12.6336 2.18991 -0.68551 -3.39765 -19.235 -38.7078 -58.778 -130.643 4.85761 19.2951 40.9682 4.79509 -0.645012
internal_weight=0 666326 24767 684 652 397 178 66 255 118 46 219 135 84 24083 15418 404 75 329 15014 680 233 128 98 46 447 114 55 52 333
internal_count=678013 666326 24767 684 652 397 178 66 255 118 46 219 135 84 24083 15418 404 75 329 15014 680 233 128 98 46 447 114 55 52 333
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=774 2 2 2 139441 2 2 129
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=31
num_cat=4
split_feature=11 14 13 2 12 12 2 12 12 12 8 6 12 12 12 12 12 8 13 12 13 2 12 12 12 12 12 12 12 12
split_gain=35012.7 265417 2.28545e+06 1.3174e+07 1.86489e+07 2.96588e+08 8.10731e+06 1.19657e+07 1.35389e+08 3.73561e+06 7.64494e+07 3.30695e+06 3.18526e+06 2.53692e+06 6.052e+06 2.52118e+06 2.21969e+06 1.47033e+07 2.17979e+06 1.96306e+06 1.89601e+06 3.50342e+06 6.25592e+06 1.5452e+07 6.37307e+06 3.68734e+07 6.88155e+06 4.69222e+07 3.10255e+06 2.32652e+07
threshold=3.5000000000000004 0 1 1.0000000180025095e-35 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 15.500000000000002 14.500000000000002 2.5000000000000004 12.500000000000002 1.0000000180025095e-35 2 13.500000000000002 3 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 6.5000000000000009 7.5000000000000009 11.500000000000002 12.500000000000002 18.500000000000004 17.500000000000004
decision_type=2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2
left_child=-1 20 3 9 5 15 -4 12 -9 16 11 -11 -8 14 -13 -5 -3 -18 -10 -20 21 28 -23 -24 -25 -26 -27 -28 29 -2
right_child=1 2 6 4 -6 -7 7 8 18 10 -12 13 -14 -15 -16 -17 17 -19 19 -21 -22 22 23 24 25 26 27 -29 -30 -31
leaf_value=-0.012291835952509426 0.58269987635287757 0.17123468434590827 -0.31104689444017508 9.1244000698838921 -5.8420583947819082 336.64152810984643 -1.8910331824631759 -156.0796571493149 -3.64535174540111 -1.6382708601616729 153.33976180132697 1.7464966034402654 22.345778811350467 -0.57480947854907016 28.536305208463929 -11.382790249817132 -2.9850299909734059 -86.123313535343527 7.5404683225966513 42.042170999050143 -0.10752770880561612 -14.120768867655002 76.123348792823592 -15.878781028020951 136.90584982167121 -16.836786153405271 130.5485487874349 -6.8441718530860447 -7.2999497436942198 31.826774844688003
leaf_weight=522892 21477 14697 43655 112 199 29 355 64 249 1011 34 196 64 215 148 129 643 22 94 20 70492 94 37 84 23 94 30 145 468 241
leaf_count=522892 21477 14697 43655 112 199 29 355 64 249 1011 34 196 64 215 148 129 643 22 94 20 70492 94 37 84 23 94 30 145 468 241
internal_value=0 0.0418073 -0.118639 0.851562 17.385 34.5043 -0.498833 -10.1948 -21.9756 0.39502 4.98713 1.7744 1.81101 7.94652 13.2723 -1.85248 -0.0844585 -5.73547 1.66805 12.4972 0.148449 0.94323 9.16296 14.4624 8.39471 15.3775 4.98659 16.7089 0.755815 0.929409
internal_weight=0 155121 61936 17435 469 270 44501 846 427 16966 1604 1570 419 559 344 241 15362 665 363 114 93185 22693 507 413 376 292 269 175 22186 21718
internal_count=678013 155121 61936 17435 469 270 44501 846 427 16966 1604 1570 419 559 344 241 15362 665 363 114 93185 22693 507 413 376 292 269 175 22186 21718
cat_boundaries=0 1 2 3 4
cat_threshold=2 664200 1083393 1314918
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=31
num_cat=10
split_feature=13 12 11 13 14 6 3 0 13 13 9 14 11 11 11 13 6 11 11 3 2 8 13 14 11 13 9 7 11 11
split_gain=47510.7 145704 846136 2.52846e+06 4.83258e+06 2.43436e+06 2.53955e+06 4.08915e+06 1.59503e+06 909775 2.37123e+06 4.35632e+06 3.40157e+06 4.58471e+06 899537 872006 5.48074e+06 3.76605e+06 719108 614632 543181 453172 2.67645e+06 3.73767e+06 3.65983e+06 567995 658991 589674 604243 548816
threshold=0 1.0000000180025095e-35 3.5000000000000004 1 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 4 1.0000000180025095e-35 5 1.5000000000000002 2.5000000000000004 1.5000000000000002 6 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7 8 2.5000000000000004 9 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002
decision_type=9 2 2 9 1 2 2 2 9 9 2 1 2 2 2 9 2 2 2 2 2 2 9 1 2 9 2 2 2 2
left_child=1 2 9 4 -4 6 7 -6 20 10 14 12 -12 -14 15 16 18 -18 19 -1 -5 25 -23 -24 29 26 -11 -27 -29 -25
right_child=-2 -3 3 8 5 -7 -8 -9 -10 21 11 -13 13 -15 -16 -17 17 -19 -20 -21 -22 22 23 24 -26 27 -28 28 -30 -31
leaf_value=-4.819290434795878 0.038935806529687492 -0.033772442640465937 -0.62217560922595816 1.1793895245796955 -5.6372905588595668 35.110853944975752 24.853894903304731 36.138459218343101 -2.6642057706536733 -0.67457989893924331 -6.1035347550003616 -0.21434173161673439 52.718553490732234 1.7577333520959926 -1.553214418293851 -0.64696244321727292 5.0670306947496204 49.649972429275515 -1.2899575256166005 5.4337523597338802 8.221444921834129 -7.0040531699721882 -5.8577142671427946 -3.105505221054472 40.928977726123954 0.87548150286417925 -12.143172054664761 -0.27338892029776118 -6.8826778864123161 13.361422305320625
leaf_weight=69 214858 429049 355 4973 107 58 94 30 1233 2847 27 223 51 27 7924 3075 36 40 672 383 112 138 88 29 54 10667 51 482 194 67
leaf_count=69 214858 429049 355 4973 107 58 94 30 1233 2847 27 223 51 27 7924 3075 36 40 672 383 112 138 88 29 54 10667 51 482 194 67
internal_value=0 -0.0179583 0.180976 1.16448 7.08377 16.7947 12.1958 3.51068 0.549036 -0.0712763 -0.696329 7.69363 24.4887 35.0783 -0.922485 0.246615 2.52079 28.5317 0.78447 3.86858 1.33188 0.464563 3.8916 10.08 20.1021 0.374406 -0.873394 0.693363 -2.17014 8.38704
internal_weight=0 463155 34106 6962 644 289 231 137 6318 27144 12527 328 105 78 12199 4275 1200 76 1124 452 5085 14617 376 238 150 14241 2898 11343 676 96
internal_count=678013 463155 34106 6962 644 289 231 137 6318 27144 12527 328 105 78 12199 4275 1200 76 1124 452 5085 14617 376 238 150 14241 2898 11343 676 96
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1774546 524304 2 1179968 1114640 2 1048576 131072 2 384
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=31
num_cat=7
split_feature=12 11 8 13 12 1 14 12 12 3 9 13 14 12 8 12 12 12 13 13 12 12 0 6 12 14 12 11 1 12
split_gain=39244.9 73152.7 253100 282160 429855 378696 3.34682e+06 369146 351677 245331 226158 149293 235357 142546 141595 125831 123109 108465 99085.4 98513.5 289170 489903 857413 135973 93318.5 83983.3 157704 200937 185518 118477
threshold=19.500000000000004 3.5000000000000004 1.0000000180025095e-35 0 21.500000000000004 1.0000000180025095e-35 1 29.500000000000004 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2 3 21.500000000000004 1.0000000180025095e-35 23.500000000000004 20.500000000000004 25.500000000000004 4 5 20.500000000000004 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 6 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 22.500000000000004
decision_type=2 2 2 9 2 2 1 2 2 2 2 9 1 2 2 2 2 2 9 9 2 2 2 2 2 1 2 2 2 2
left_child=-1 14 3 4 -3 9 -7 -6 -8 10 11 12 17 -12 18 -10 -16 19 25 20 -5 22 -22 -21 -23 -2 27 -27 -29 -28
right_child=1 2 -4 5 7 6 8 -9 15 -11 13 -13 -14 -15 16 -17 -18 -19 -20 23 21 24 -24 -25 -26 26 29 28 -30 -31
leaf_value=-0.0031372428147141314 -0.20392706798246274 8.3301452586525375 9.8751386090119695 0.019072082959688628 -3.5892723256214101 -31.312718009948732 13.983084045410159 8.9529195666313175 3.1677715272169849 9.1556316317933977 2.4867119560778983 -1.3117882027886885 -2.3345799579176791 10.614396103735894 0.27812099880642366 -4.5749213803199025 -6.7187184007544261 -0.42815214364559617 0.23132879957266772 -1.9218594404367302 0.54591330166520746 1.2406130407041718 23.797470581872123 5.2678247812631973 8.4153990997509531 -10.981514115193312 4.8099847492717558 -0.34059215966645667 -8.1434408528464175 -1.3746073028546268
leaf_weight=666326 832 114 30 130 88 36 25 32 65 33 71 479 172 31 45 31 57 154 8598 91 29 103 35 37 22 34 42 111 42 118
leaf_count=666326 832 114 30 130 88 36 25 32 65 33 71 479 172 31 45 31 57 154 8598 91 29 103 35 37 22 34 42 111 42 118
internal_value=0 0.181711 0.76653 0.612841 3.77161 0.108982 -4.54521 -0.244688 3.41868 0.636594 0.428966 0.0600774 0.915302 4.95689 0.074681 0.667527 -3.63188 1.86061 0.11335 2.64914 3.53843 6.14638 13.2616 0.145075 2.50338 -0.742686 -2.05587 -4.02782 -2.48255 0.248848
internal_weight=0 11687 1808 1778 234 1544 157 120 121 1387 1354 1252 773 102 9879 96 102 601 9777 447 319 189 64 128 125 1179 347 187 153 160
internal_count=678013 11687 1808 1778 234 1544 157 120 121 1387 1354 1252 773 102 9879 96 102 601 9777 447 319 189 64 128 125 1179 347 187 153 160
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=47112 2 1179664 2 37003 1179648 2
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=31
num_cat=6
split_feature=8 13 12 12 11 12 14 11 12 12 13 12 12 12 12 12 11 12 13 11 12 14 12 14 12 11 12 12 11 11
split_gain=38552.4 257527 549476 882201 1.03726e+06 1.19277e+06 522738 2.18835e+06 994794 481177 345102 514894 335854 323536 299704 280882 226158 210280 687269 2.65141e+06 836421 1.73651e+06 756296 604832 1.82167e+07 6.73547e+07 2.33883e+08 1.59893e+07 1.8226e+07 7.59738e+06
threshold=1.0000000180025095e-35 0 10.500000000000002 2.5000000000000004 2.5000000000000004 1.5000000000000002 1 1.0000000180025095e-35 12.500000000000002 3.5000000000000004 2 7.5000000000000009 13.500000000000002 8.5000000000000018 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 12.500000000000002 3 1.0000000180025095e-35 18.500000000000004 4 13.500000000000002 5 14.500000000000002 3.5000000000000004 13.500000000000002 13.500000000000002 2.5000000000000004 2.5000000000000004
decision_type=2 9 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 9 2 2 1 2 1 2 2 2 2 2 2
left_child=-1 2 3 4 14 -6 7 -4 -8 -5 13 16 -9 15 -2 -11 -12 -3 19 22 23 -22 -19 -21 25 27 -27 -25 -29 -26
right_child=1 17 6 9 5 -7 8 12 -10 10 11 -13 -14 -15 -16 -17 -18 18 -20 20 21 -23 -24 24 29 26 -28 28 -30 -31
leaf_value=0.0047255234543079347 -6.0405398797988896 0.055268325818920362 -29.01088307952881 10.571945370160618 -3.3850397050380709 -34.595596679687496 -2.4168986991599759 -2.0114691167264374 -30.397961362202963 -2.0390509945413342 17.299053587736907 -2.0956394444650681 11.055150557699658 4.0320546909914183 8.784532341003418 -11.433809133009477 5.8151034578363952 -36.198027383713502 0.44980054091545479 -1.0163826360315236 -0.43574294745922093 29.715055370330813 -14.195205733033479 4.3913787542662073 -5.1174958565655881 -49.392794524298779 377.11489959716801 -17.126536432902018 -132.73676733398437 -64.845192855701114
leaf_weight=652834 30 20818 25 52 24 25 27 37 24 115 27 67 42 59 25 44 47 21 2065 1182 72 26 61 62 34 36 20 30 25 57
leaf_count=652834 30 20818 25 52 24 25 27 37 24 115 27 67 42 59 25 44 47 21 2065 1182 72 26 61 62 34 36 20 30 25 57
internal_value=0 -0.121377 -2.04102 -0.500395 -8.72821 -19.3088 -7.29153 -3.22481 -15.5845 1.58158 0.279357 3.97335 4.93534 -2.19161 0.698129 -4.63886 10.0052 -0.0680396 -0.763706 -2.29351 -1.37701 7.56345 -19.8301 -1.98294 -6.31047 12.7411 102.931 -30.4269 -69.6766 -42.5294
internal_weight=0 25179 670 515 104 49 155 104 51 411 359 141 79 218 55 159 74 24509 3691 1626 1544 98 82 1446 264 173 56 117 55 91
internal_count=678013 25179 670 515 104 49 155 104 51 411 359 141 79 218 55 159 74 24509 3691 1626 1544 98 82 1446 264 173 56 117 55 91
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=327686 2 4 1185792 2 2
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=31
num_cat=5
split_feature=13 2 12 12 14 11 13 12 11 14 12 11 12 11 11 12 11 11 12 12 11 11 12 13 12 12 11 12 12 11
split_gain=37840.5 219590 965969 4.92652e+06 1.35507e+07 2.02403e+07 2.73738e+06 5.19164e+06 6.75172e+06 1.49417e+06 2.87929e+06 3.3306e+06 975562 876077 826312 770016 882371 844788 5.16197e+06 1.97798e+06 1.7081e+06 820553 637852 403281 1.16347e+06 923182 346454 323010 607681 873841
threshold=0 1.0000000180025095e-35 7.5000000000000009 8.5000000000000018 1 3.5000000000000004 2 6.5000000000000009 2.5000000000000004 3 2.5000000000000004 2.5000000000000004 5.5000000000000009 3.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 3.5000000000000004 5.5000000000000009 5.5000000000000009 4.5000000000000009 2.5000000000000004 6.5000000000000009 4 14.500000000000002 11.500000000000002 3.5000000000000004 12.500000000000002 10.500000000000002 2.5000000000000004
decision_type=9 2 2 2 1 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 7 9 -9 10 -3 -12 26 14 -6 21 -17 18 -18 -19 22 -8 -21 24 25 -5 -11 28 -25 -30
right_child=-2 2 3 23 13 -7 15 8 -10 12 11 -13 -14 -15 -16 16 17 19 -20 20 -22 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=0.024412269738671853 -0.014357023543050206 3.1494510775957352 99.05207774996758 9.451876405152408 -1.4184025993472653 -6.7471763755335958 4.4349852800369263 -3.9192436411574079 -67.186625006891063 -2.699219801787931 -2.3322542969997113 -42.468925404006789 16.158939889761118 9.4155243873596195 -23.048201751708987 -1.6172496878911578 44.461085783468718 -4.7320035971128025 -6.7655432928176156 15.561803876436674 1.7787585780305684 -3.5380550095540451 37.132075539950669 -0.61294140298634969 20.68494236102471 -11.979943494539004 7.6435740305827213 -1.4356367327555539 13.101813838356421 1.1889229507786887
leaf_weight=180466 494420 78 40 44 38 33 215 37 31 191 39 44 39 28 33 126 37 104 42 26 53 323 29 453 39 37 39 659 95 175
leaf_count=180466 494420 78 40 44 38 33 215 37 31 191 39 44 39 28 33 126 37 104 42 26 53 323 29 453 39 37 39 659 95 175
internal_value=0 0.0388062 0.869638 2.50711 18.5382 51.225 -1.01689 -6.94682 -32.7617 -3.02601 -10.6455 -23.6095 1.53438 -5.56419 -11.4717 2.12585 5.37342 8.40031 17.2267 5.11124 14.5899 -0.351803 26.9352 0.671321 5.9949 -0.337967 -0.945442 0.164502 1.62527 5.3805
internal_weight=0 183593 3127 1674 172 73 1453 498 68 430 161 83 269 99 71 955 417 291 79 212 108 538 55 1502 120 81 230 1382 723 270
internal_count=678013 183593 3127 1674 172 73 1453 498 68 430 161 83 269 99 71 955 417 291 79 212 108 538 55 1502 120 81 230 1382 723 270
cat_boundaries=0 1 2 3 4 5
cat_threshold=2410509 2 49156 2 262148
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=31
num_cat=5
split_feature=2 13 14 11 13 12 12 13 12 11 12 12 12 11 11 12 12 11 12 12 12 11 13 11 12 12 11 12 12 12
split_gain=39791.8 1.79402e+06 1.20959e+06 4.47527e+06 8.30508e+06 2.25231e+07 2.65659e+08 3.08446e+06 1.26162e+07 1.85473e+07 9.12598e+07 6.68548e+06 3.53147e+06 3.49472e+06 3.35114e+06 1.57234e+06 1.34632e+06 1.99476e+06 4.39639e+06 1.58199e+06 7.10564e+06 1.94677e+07 1.17529e+06 1.0244e+06 3.08954e+06 1.02329e+06 969728 1.22338e+06 871962 6.1046e+06
threshold=1.0000000180025095e-35 0 1 3.5000000000000004 2 6.5000000000000009 7.5000000000000009 3 7.5000000000000009 2.5000000000000004 10.500000000000002 10.500000000000002 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 2.5000000000000004 14.500000000000002 6.5000000000000009 7.5000000000000009 2.5000000000000004 4 2.5000000000000004 3.5000000000000004 10.500000000000002 1.5000000000000002 8.5000000000000018 8.5000000000000018 6.5000000000000009
decision_type=2 9 1 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2
left_child=-1 2 7 16 5 15 -7 8 12 11 -11 -10 -2 -14 -13 -5 19 18 -18 23 21 -21 26 -4 -25 -8 -22 -28 29 -9
right_child=1 -3 3 4 -6 6 25 28 9 10 -12 14 13 -15 -16 -17 17 -19 -20 20 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0034990586956236401 3.8655981962497421 -0.97979722520205215 -0.54343746549553351 16.84256950827206 -0.340465641528368 347.63616015625001 -19.777759802146036 0.46874676031410384 -41.903972269694009 247.41226433753968 -3.2842163137669838 -10.675129390898206 -5.3835466384887702 -54.234743404388432 43.511891296386722 -7.1655838510264518 53.142056245070243 -8.9833931530223179 1.2758752822875978 2.3323150348663328 6.1569136582888095 -105.74465843200683 4.6138630388120729 -0.7119662442821667 23.085400092892531 -1.3064302347474179 -27.769840888977054 -5.4446654877839267 0.45897500013116022 -19.375783479397114
leaf_weight=664428 52 9070 540 34 390 25 61 756 30 20 53 21 27 32 25 138 26 34 44 50 52 25 223 163 82 59 30 135 1193 195
leaf_count=664428 52 9070 540 34 390 25 61 756 30 20 53 21 27 32 25 138 26 34 44 50 52 25 223 163 82 59 30 135 1193 195
internal_value=0 -0.169388 1.45755 3.20746 9.69589 21.3797 51.0854 -0.0730126 10.0031 29.4006 65.3998 -5.17763 -15.1338 -31.8791 18.7743 -2.41979 -0.05986 10.8884 20.5405 -0.935723 -5.24259 -33.6933 -0.393035 1.8898 7.25287 -10.696 -5.49765 -9.50379 -1.33535 -3.60032
internal_weight=0 13585 4515 2111 707 317 145 2404 260 149 73 76 111 59 46 172 1404 104 70 1300 515 75 440 785 245 120 217 165 2144 951
internal_count=678013 13585 4515 2111 707 317 145 2404 260 149 73 76 111 59 46 172 1404 104 70 1300 515 75 440 785 245 120 217 165 2144 951
cat_boundaries=0 1 2 3 4 5
cat_threshold=215555 2 131072 16384 18433
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=31
num_cat=7
split_feature=7 13 12 12 11 12 12 14 12 11 11 12 13 12 14 11 11 11 12 11 11 14 11 14 11 11 12 12 13 12
split_gain=37054.6 148542 247550 570876 732902 915586 1.57224e+06 3.9542e+06 4.49354e+06 7.37916e+06 1.95029e+06 3.09558e+06 1.00244e+06 1.50467e+06 2.53434e+06 3.34987e+06 875396 577098 518668 696046 508369 1.36512e+06 1.63633e+06 917825 490194 312072 295281 368819 336674 276291
threshold=1.0000000180025095e-35 0 10.500000000000002 7.5000000000000009 2.5000000000000004 1.5000000000000002 5.5000000000000009 1 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 6.5000000000000009 2 1.0000000180025095e-35 3 1.5000000000000002 1.5000000000000002 3.5000000000000004 8.5000000000000018 3.5000000000000004 1.5000000000000002 4 2.5000000000000004 5 1.0000000180025095e-35 4.5000000000000009 4.5000000000000009 1.5000000000000002 6 12.500000000000002
decision_type=2 9 2 2 2 2 2 1 2 2 2 2 9 2 1 2 2 2 2 2 2 1 2 1 2 2 2 2 9 2
left_child=-1 2 3 4 5 12 16 8 9 -8 11 -9 13 -2 -15 -16 -7 -6 20 -20 23 -22 -23 -5 -25 -21 27 -19 -29 -4
right_child=1 -3 29 18 17 6 7 10 -10 -11 -12 -13 -14 14 15 -17 -18 26 19 25 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0067987003525412596 -0.7723791202516046 0.15861949263114131 -2.516830770400734 13.513968308766685 -3.5915862575030255 1.6071062090878305 -10.130047484806607 -7.9343695322672536 -0.62145930946647354 51.87892751224706 -4.7390183493897728 43.404977815047559 -0.88809877336025245 -4.2054225300985673 -5.9193104377159713 27.851130394174273 -3.9680276954666192 -1.9720988044893841 -1.3735870962765948 5.2543630008456077 0.28646049209420671 19.66966122713956 2.9465125915527346 -19.641542787905095 -1.7080945260184153 -0.61490146606925911 -2.3145215391067229 2.2191406050961699 -3.1056781177789397 -0.33168062319389691
leaf_weight=624618 131 43685 914 24 937 416 28 24 77 61 296 23 238 63 39 119 872 492 796 316 263 110 125 27 35 127 677 771 132 1577
leaf_count=624618 131 43685 914 24 937 416 28 24 77 61 296 23 238 63 39 119 872 492 796 316 263 110 125 27 35 127 677 771 132 1577
internal_value=0 0.0799938 -0.273622 0.0226952 -0.494185 0.814309 -0.307904 4.39737 17.067 32.3705 -1.73429 17.1891 4.2323 7.50638 12.7533 19.5154 -2.16736 -1.5322 1.55264 0.394601 4.0095 5.23557 10.7744 -3.09035 -9.51782 3.57175 -0.600898 0.230731 1.43094 -1.13346
internal_weight=0 53395 9710 7219 5396 2387 1797 509 166 89 343 47 590 352 221 158 1288 3009 1823 1239 584 498 235 86 62 443 2072 1395 903 2491
internal_count=678013 53395 9710 7219 5396 2387 1797 509 166 89 343 47 590 352 221 158 1288 3009 1823 1239 584 498 235 86 62 443 2072 1395 903 2491
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2101825 2 4096 2 2 2 65
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=31
num_cat=10
split_feature=11 13 12 13 6 14 10 14 12 11 11 12 8 4 14 14 11 13 6 3 1 3 2 12 13 9 14 11 8 14
split_gain=33109.6 153599 657213 1.13648e+06 1.98075e+06 6.73196e+06 2.04754e+06 7.91137e+06 1.13219e+07 1.7666e+06 1.66824e+06 1.34381e+06 1.05397e+06 882514 2.94381e+06 766724 1.27732e+06 6.08783e+06 9.0549e+06 4.01902e+06 913897 1.19892e+06 880690 692729 5.75886e+06 1.01839e+07 1.60463e+07 2.16245e+07 7.12448e+06 1.1525e+07
threshold=2.5000000000000004 0 1.5000000000000002 1 1.0000000180025095e-35 2 1.0000000180025095e-35 3 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4 5 3.5000000000000004 6 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 7 1.0000000180025095e-35 8 3.5000000000000004 1.0000000180025095e-35 9
decision_type=2 9 2 9 2 1 2 1 2 2 2 2 2 2 1 1 2 9 2 2 2 2 2 2 9 2 1 2 2 1
left_child=-1 -2 3 4 6 -6 13 8 -8 -10 -7 12 15 -3 -15 -5 -17 18 19 -18 21 22 -19 24 25 28 -27 -28 -4 -30
right_child=1 2 23 11 5 10 7 -9 9 -11 -12 -13 -14 14 -16 16 17 20 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.020115139242092028 0.059157973342938021 -0.5392661538693434 1.9373861785535575 -0.83144776680795374 -3.6295844587488322 14.094599751592842 -8.621936617142115 -8.5786188962166783 56.683339735519056 31.196757167215281 5.2301330435765934 -1.8369384882813558 -6.5775774469934252 23.451017840433931 -10.296716708722322 -0.40520831040786232 -3.1075952243804932 -4.046987758425181 66.193118038692987 37.126370069715712 14.065598426674896 3.2993142199548822 11.372190647125244 -0.067549397136059244 -0.74525995491914643 0.62814622281528099 123.40768617572208 5.0454099984004586 50.277864456176758 -3.0711098996604362
leaf_weight=371296 128314 12726 4605 3695 717 412 78 171 43 74 438 9579 239 59 46 2012 80 501 37 36 53 733 40 131921 9802 82 33 29 80 82
leaf_count=371296 128314 12726 4605 3695 717 412 78 171 43 74 438 9579 239 59 46 2012 80 501 37 36 53 733 40 131921 9802 82 33 29 80 82
internal_value=0 -0.0242832 -0.0842958 -0.496652 0.145466 3.50693 -0.253562 7.12155 20.8894 40.5636 9.52679 -1.05361 -0.0446016 -0.463934 8.6663 0.172649 1.23512 3.46507 21.6999 9.37881 1.19014 0.663849 -2.90694 0.00503748 0.655872 3.44693 29.6547 68.0447 2.66248 23.2741
internal_weight=0 306717 178403 31769 14764 1567 13197 366 195 117 850 17005 7426 12831 105 7187 3492 1480 153 116 1327 1274 541 146634 14713 4911 144 62 4767 162
internal_count=678013 306717 178403 31769 14764 1567 13197 366 195 117 850 17005 7426 12831 105 7187 3492 1480 153 116 1327 1274 541 146634 14713 4911 144 62 4767 162
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2926729 1118726 2 2 2 2 16 131360 2 2
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=31
num_cat=10
split_feature=7 13 12 11 11 12 13 12 14 11 12 11 12 14 13 12 14 14 12 12 12 13 12 12 14 13 11 11 12 12
split_gain=33668.8 125826 190672 357586 605058 535100 920203 1.21879e+06 2.05281e+06 2.7134e+06 626404 638031 1.08124e+06 8.645e+06 617535 624315 806864 489233 947126 2.4686e+06 477417 1.32286e+06 1.27998e+06 502735 454577 366374 306875 269908 267957 437749
threshold=1.0000000180025095e-35 0 10.500000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 1 1.0000000180025095e-35 2 1.5000000000000002 5.5000000000000009 1.5000000000000002 6.5000000000000009 3 4 4.5000000000000009 5 6 7.5000000000000009 8.5000000000000018 7.5000000000000009 7 9.5000000000000018 8.5000000000000018 8 9 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002
decision_type=2 9 2 2 2 2 9 2 1 2 2 2 2 1 9 2 1 1 2 2 2 9 2 2 1 9 2 2 2 2
left_child=-1 2 3 5 28 6 7 27 -9 -10 14 25 13 -13 26 -16 -17 -14 -19 -20 -6 22 23 -22 -23 -12 -7 -2 -5 -30
right_child=1 -3 -4 4 20 10 -8 8 9 -11 11 12 17 -15 15 16 -18 18 19 -21 21 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.006489032158681682 6.2744762408427706 0.15876834220227531 -0.86674355916036461 -6.3990044637826777 -0.39437372958573114 -0.11830857834184026 -0.23564027815330318 -3.7868915951441204 -5.3293907752403848 25.064016582585182 -3.1247812146490275 37.352274035101068 -1.4059501115413133 -4.9921457559290072 -0.26553566455841066 -5.1482918221609939 12.773520518956559 -3.8541187106155039 17.324039666483724 -0.22983339810701012 14.300833011203345 -1.5011478366273823 33.427619194030761 -1.9491803024754379 4.2926410798673276 1.5231645870208741 -3.776041921643877 -3.6525168709132987 3.3031780446850281 -2.220159074159644
leaf_weight=624618 39 41420 3224 130 2192 332 400 63 39 119 342 73 351 142 468 35 89 127 127 217 45 363 25 33 216 320 742 92 159 1471
leaf_count=624618 39 41420 3224 130 2192 332 400 63 39 119 342 73 351 142 468 35 89 127 127 217 45 363 25 33 216 320 742 92 159 1471
internal_value=0 0.0762433 -0.209158 0.0328673 -0.569656 0.711054 3.12268 6.75379 11.476 17.5618 0.17211 1.52317 3.0715 9.38526 -1.20571 1.3827 7.71494 1.42009 3.52613 6.25081 0.324541 2.63519 12.5213 7.42583 0.649056 -0.902234 -2.62094 -0.697153 -2.02984 -1.68138
internal_weight=0 53395 11975 8751 4634 4117 752 352 221 158 3365 1699 1037 215 1666 592 124 822 471 344 2874 682 103 78 579 662 1074 131 1760 1630
internal_count=678013 53395 11975 8751 4634 4117 752 352 221 158 3365 1699 1037 215 1666 592 124 822 471 344 2874 682 103 78 579 662 1074 131 1760 1630
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2110049 4096 2 2 2101280 2 2 4128 2 4128
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=31
num_cat=5
split_feature=13 2 13 14 11 12 12 12 12 12 11 12 12 12 12 12 11 14 12 12 12 12 12 12 12 12 13 12 12 11
split_gain=35487.9 124926 754794 4.53855e+06 8.23939e+06 1.75986e+07 2.1629e+08 7.34896e+06 1.48821e+06 1.49619e+07 1.37816e+06 3.3687e+06 1.8434e+07 1.39769e+06 1.85981e+06 3.04815e+06 1.35237e+06 8.24923e+06 1.52129e+07 1.24573e+08 3.06246e+06 3.33109e+07 2.50458e+06 1.05326e+07 1.59913e+06 1.74446e+07 1.48812e+06 2.62183e+06 3.19881e+07 2.02466e+07
threshold=0 1.0000000180025095e-35 1 2 3.5000000000000004 6.5000000000000009 7.5000000000000009 13.500000000000002 7.5000000000000009 6.5000000000000009 3.5000000000000004 7.5000000000000009 5.5000000000000009 8.5000000000000018 12.500000000000002 11.500000000000002 3.5000000000000004 3 6.5000000000000009 7.5000000000000009 12.500000000000002 11.500000000000002 11.500000000000002 12.500000000000002 7.5000000000000009 6.5000000000000009 4 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35
decision_type=9 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2
left_child=1 -1 3 10 7 -6 -7 8 9 -5 -3 12 -12 -13 15 -15 26 20 -19 -20 21 24 -21 -24 25 -18 27 28 -4 -30
right_child=-2 2 16 4 5 6 -8 -9 -10 -11 11 13 -14 14 -16 -17 17 18 19 22 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0079527311010946806 0.033610169123393138 -0.34201635833180277 -1.2243131439152517 -0.50095718152290292 -2.3972950602686685 312.88049609375003 -9.5457392015764793 43.71270333396064 4.3252441214556674 -69.749287818459905 0.59565683184443297 24.554387207031251 -80.908315462679482 -3.5728950438960911 3.6206080172799133 -46.899077952991831 -3.0042902450861892 3.5157158401830828 -203.18256327311201 8.2419853525502358 -6.5142212484142563 103.39286238726447 -64.357612715096309 7.0201962331930803 -9.5142763380276971 89.819020080566418 -1.7867694085078805 -1.3016503138324547 -10.547880853391163 63.409421878390845
leaf_weight=453423 214858 654 1292 379 172 25 124 36 199 34 111 20 37 62 152 22 254 258 36 112 202 34 29 72 118 22 3255 1835 51 135
leaf_count=453423 214858 654 1292 379 172 25 124 36 199 34 111 20 37 62 152 22 254 258 36 112 202 34 29 72 118 22 3255 1835 51 135
internal_value=0 -0.0155611 -0.370059 1.34315 6.29417 19.3957 44.5526 -0.195922 -2.77878 -6.20179 -3.17868 -7.77071 -19.7803 -0.827653 -2.97867 -14.9202 -0.821441 -4.00669 -13.5016 -31.1341 3.63449 8.4243 -2.05547 -13.4744 0.229046 4.39467 -0.271287 1.21938 4.35759 43.1308
internal_weight=0 463155 9732 2027 969 321 149 648 612 413 1058 404 148 256 236 84 7705 1137 507 249 630 428 213 101 394 276 6568 3313 1478 186
internal_count=678013 463155 9732 2027 969 321 149 648 612 413 1058 404 148 256 236 84 7705 1137 507 249 630 428 213 101 394 276 6568 3313 1478 186
cat_boundaries=0 1 2 3 4 5
cat_threshold=1774546 131584 2 2 65554
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=31
num_cat=11
split_feature=8 13 12 11 12 14 14 12 12 13 12 11 14 12 14 12 13 11 12 13 11 12 14 12 11 11 11 13 12 14
split_gain=33352.6 236367 608914 739797 1.60793e+06 5.35322e+06 638523 885119 462978 527096 353912 503534 1.80811e+06 744956 342102 303678 1.50126e+06 2.56188e+06 2.57722e+06 1.05435e+06 1.83971e+07 1.12042e+08 1.30315e+07 1.10386e+07 2.3305e+07 6.1732e+06 2.74779e+06 2.91289e+06 1.38544e+07 2.71146e+07
threshold=1.0000000180025095e-35 0 2.5000000000000004 2.5000000000000004 1.5000000000000002 1 2 1.0000000180025095e-35 9.5000000000000018 3 14.500000000000002 1.0000000180025095e-35 4 13.500000000000002 5 2.5000000000000004 6 3.5000000000000004 1.5000000000000002 7 3.5000000000000004 1.5000000000000002 8 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 3.5000000000000004 9 1.5000000000000002 10
decision_type=2 9 2 2 2 1 1 2 2 9 2 2 1 2 1 2 9 2 2 9 2 2 1 2 2 2 2 9 2 1
left_child=-1 2 3 -2 6 -6 -5 -8 9 -4 11 12 -10 -13 -12 16 17 -3 -19 20 22 -22 25 24 -24 -18 -21 28 -28 -30
right_child=1 15 8 4 5 -7 7 -9 10 -11 14 13 -14 -15 -16 -17 19 18 -20 26 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0043722547405859414 -0.46452371337347564 -2.2061566440885598 6.616068579613323 6.4824700942115179 -41.146348656654361 3.5035559828939107 -18.277574719880757 1.6431896969124122 -27.222067819942129 0.18051355540799754 3.750246952120349 -1.1273325541440178 10.313458992753711 -13.155242235085062 -9.1785608691473808 -0.18072180532634635 -6.9040648582654134 -0.23799104690551759 -47.985730097844055 2.4528273463318193 -71.342355926220236 243.4813794755936 -12.386588504791261 -2.240476295645808 128.73468627929688 -61.547193874012343 2.6300013399499611 -0.77169474735732912 -134.74357470703126 4.2498131275177
leaf_weight=652834 288 371 132 63 50 58 38 54 33 1249 139 459 21 58 24 18407 39 20 26 2592 26 20 25 142 22 44 127 595 25 32
leaf_count=652834 288 371 132 63 50 58 38 54 33 1249 139 459 21 58 24 18407 39 20 26 2592 26 20 25 142 22 44 127 595 25 32
internal_value=0 -0.112918 -1.00141 -3.96609 -7.8005 -17.1677 -1.27368 -6.58495 -0.233782 0.844858 -2.26321 -3.43642 -12.6249 -2.47669 1.84662 -0.00725521 0.770369 -4.84982 -27.2258 1.41498 6.83458 65.5375 -2.84185 11.6632 53.6702 -35.8715 0.885025 -4.32023 -14.9412 -56.7122
internal_weight=0 25179 2666 551 263 108 155 92 2115 1381 734 571 54 517 163 22513 4106 417 46 3689 318 46 272 189 47 83 3371 779 184 57
internal_count=678013 25179 2666 551 263 108 155 92 2115 1381 734 571 54 517 163 22513 4106 417 46 3689 318 46 272 189 47 83 3371 779 184 57
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=884750 2 2 327682 2 2 4672 160 2 131072 2
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=31
num_cat=12
split_feature=12 12 13 6 11 14 12 14 11 1 12 14 12 12 0 6 13 11 14 12 12 11 14 13 11 13 13 14 13 1
split_gain=31855.7 63743.8 688492 2.32518e+06 6.64732e+06 1.47966e+07 2.80667e+07 3.20486e+06 321724 900455 1.36428e+06 322674 381727 307244 324477 283805 1.55405e+06 5.59834e+06 1.18938e+07 2.18951e+07 948793 1.39586e+06 1.52597e+06 723539 623400 617191 588258 923554 577838 1.31457e+06
threshold=19.500000000000004 16.500000000000004 0 1.0000000180025095e-35 2.5000000000000004 1 17.500000000000004 2 4.5000000000000009 1.0000000180025095e-35 17.500000000000004 3 17.500000000000004 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4 3.5000000000000004 5 17.500000000000004 17.500000000000004 2.5000000000000004 6 7 3.5000000000000004 8 9 10 11 1.0000000180025095e-35
decision_type=2 2 9 2 2 1 2 1 2 2 2 1 2 2 2 2 9 2 1 2 2 2 1 9 2 9 9 1 9 2
left_child=1 -1 3 -3 7 6 -6 -5 15 11 -11 12 -10 14 -14 28 17 -17 19 -19 21 26 24 -24 25 -23 27 -18 29 -4
right_child=-2 2 8 4 5 -7 -8 -9 9 10 -12 -13 13 -15 -16 16 20 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0032301379245198159 0.16369268041082721 -0.67953982249550204 0.60944304489817824 -35.991295059521995 116.67455571492513 -20.138691181885569 -18.200792792991358 10.231792195638022 -4.7428845076560977 1.7386837913876487 -33.515049809994906 -11.033779435952505 12.027949641301083 -2.5399021855107065 -0.64981522993607965 -0.12018777527971798 -2.9451133242520422 110.59976372718812 -16.843293572607497 -4.6476318395313099 -0.050300962299486822 -4.1786314800286748 6.5236439251508873 -2.9692647751341479 -4.7032162300903684 -13.276599836524154 -1.3146229914031859 15.142239274649786 -0.27877298258302408 7.8580114033829247
leaf_weight=641559 11687 414 3259 30 36 38 27 30 100 21 23 30 52 54 33 557 55 32 42 34 3545 147 112 225 352 263 1961 58 12966 271
leaf_count=641559 11687 414 3259 30 36 38 27 30 100 21 23 30 52 54 33 557 55 32 42 34 3545 147 112 225 352 263 1961 58 12966 271
internal_value=0 -0.00284693 -0.160266 3.22988 13.4833 29.1445 58.8708 -12.8798 -0.242079 -3.42741 -16.6894 -1.25817 -0.0311033 3.35867 7.10599 -0.200427 -0.715745 3.86194 24.757 51.2299 -1.17288 -2.43077 -5.31209 0.29112 -7.79014 -10.4404 -0.903979 5.82332 0.0302096 1.16263
internal_weight=0 666326 24767 575 161 101 63 60 24192 313 44 269 239 139 85 23879 7383 665 108 66 6718 3173 1099 337 762 410 2074 113 16496 3530
internal_count=678013 666326 24767 575 161 101 63 60 24192 313 44 269 239 139 85 23879 7383 665 108 66 6718 3173 1099 337 762 410 2074 113 16496 3530
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=260 2 2 2 34826 2 2 131201 1585280 16385 2 1655394
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=31
num_cat=7
split_feature=11 13 1 12 14 3 12 12 12 12 0 9 8 7 12 6 14 12 8 12 14 12 5 12 13 13 14 8 12 12
split_gain=30654.7 356097 1.30727e+06 2.38239e+07 2.60669e+06 726577 1.11585e+06 1.51062e+06 702739 2.00046e+06 2.59589e+06 1.61094e+06 1.93428e+06 2.40722e+06 4.69282e+06 2.22648e+07 1.53182e+07 3.54873e+07 1.37132e+06 1.71045e+07 9.911e+06 616116 604734 2.15006e+06 651457 832658 520220 969827 2.10902e+06 5.37445e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 2.5000000000000004 1 1.0000000180025095e-35 10.500000000000002 14.500000000000002 5.5000000000000009 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 2 6.5000000000000009 1.0000000180025095e-35 11.500000000000002 3 6.5000000000000009 1.0000000180025095e-35 8.5000000000000018 4 5 6 1.0000000180025095e-35 10.500000000000002 12.500000000000002
decision_type=2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 9 9 1 2 2 2
left_child=1 2 5 -4 -5 8 -7 -8 -1 10 11 12 13 14 16 -16 17 -10 -11 20 -20 -15 26 -24 -25 -26 27 -3 -29 -30
right_child=-2 22 3 4 -6 6 7 -9 9 18 -12 -13 -14 21 15 -17 -18 -19 19 -21 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=-0.99316034357063465 0.0090470511187931892 -0.25509104317859443 111.76793823242188 -28.978467551399678 2.8065957212002477 -1.4987604810775119 -38.157063236236574 0.24408257532687416 137.65931547659417 -0.28643724607930499 -1.7665422736273872 -4.3458450874915497 -5.8173362451441157 -15.651994199338169 122.77800302090853 11.589547775452395 -5.0331280702567964 -23.018914341926575 -74.871901910955259 62.139455023044491 7.0270822154151062 4.5446081768382678 -12.107410233193322 6.7238233468571655 1.0386749374793798 -8.9437001624993524 0.12374617830092186 -0.0069451362342358783 -22.990995942092525 -0.54279564521840362
leaf_weight=1280 574056 39601 20 34 107 677 20 21 27 2113 270 65 51 23 23 83 166 28 22 41 45 44 190 112 318 103 57172 832 164 305
leaf_count=1280 574056 39601 20 34 107 677 20 21 27 2113 270 65 51 23 23 83 166 28 22 41 45 44 190 112 318 103 57172 832 164 305
internal_value=0 -0.0499681 0.759076 9.62979 -4.85789 0.4749 -2.46891 -18.4882 0.96863 1.80538 6.1621 10.3596 12.5076 14.8796 18.4177 35.7153 10.1211 55.8595 0.275332 11.2662 -19.8651 -2.38855 -0.0922906 -2.9738 0.28209 -1.55441 -0.0710576 -0.34335 -3.02986 -8.39249
internal_weight=0 103957 5160 161 141 4999 718 41 4281 3001 780 510 445 394 327 106 221 55 2221 108 67 67 98797 723 533 421 98074 40902 1301 469
internal_count=678013 103957 5160 161 141 4999 718 41 4281 3001 780 510 445 394 327 106 221 55 2221 108 67 67 98797 723 533 421 98074 40902 1301 469
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=4128 2 2 2 1908736 16400 2
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=31
num_cat=10
split_feature=13 12 12 13 6 11 11 12 14 12 14 12 11 14 11 14 8 12 13 6 11 14 12 11 14 6 11 8 3 14
split_gain=27137.8 644835 959900 2.41874e+06 3.02308e+06 5.34531e+06 1.02581e+07 1.81439e+07 2.66357e+07 5.45461e+06 7.91848e+06 1.82773e+06 2.35047e+06 2.93013e+06 892133 1.37553e+06 5.95837e+06 1.18787e+06 1.9708e+06 2.72111e+06 2.69706e+06 864883 849365 4.73706e+06 9.19309e+06 1.82427e+07 2.71454e+07 5.19886e+06 2.40127e+06 2.03852e+06
threshold=0 13.500000000000002 15.500000000000002 1 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 14.500000000000002 2 14.500000000000002 3 14.500000000000002 1.5000000000000002 4 3.5000000000000004 5 1.0000000180025095e-35 14.500000000000002 6 1.0000000180025095e-35 2.5000000000000004 7 12.500000000000002 1.5000000000000002 8 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9
decision_type=9 2 2 9 2 2 2 2 1 2 1 2 2 1 2 1 2 2 9 2 2 1 2 2 1 2 2 2 2 1
left_child=1 22 3 4 -3 11 7 8 -7 -8 -11 -6 13 -13 15 17 -17 18 19 -5 -21 -9 -1 24 25 27 -27 -24 -25 -30
right_child=-2 2 -4 14 5 6 9 21 -10 10 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 28 -26 26 -28 -29 29 -31
leaf_value=-0.060435389879686344 0.011040733369744598 0.93450274629880925 -0.19928328837652243 -5.223108633699872 -4.7625079914455499 62.277040216100147 -6.8546424213060595 4.1881800202400461 -3.9893400943025634 -1.0633600376464509 32.825540903452286 23.162415004420925 -1.7339380624229344 -3.4446132779572949 3.9030055804738724 0.5718583503218948 46.312190930596714 -0.10426528682647036 -2.3043694560974837 -0.20054531755118538 -36.788302323312472 -9.3391066495110007 -0.16195980851321942 -0.23380977640752154 2.0379608869192465 -1.8439781364641694 -69.579663023909902 -40.738230856727156 20.368959903717041 -7.0318510416391735
leaf_weight=128642 519663 4470 11248 210 442 171 339 155 94 182 111 111 257 66 412 1586 29 1391 1270 29 66 68 443 5486 662 114 123 34 102 37
leaf_count=128642 519663 4470 11248 210 442 171 339 155 94 182 111 111 257 66 412 1586 29 1391 1270 29 66 68 443 5486 662 114 123 34 102 37
internal_value=0 -0.0362444 0.456966 1.10113 2.37571 5.61518 10.1918 21.083 38.7712 1.78225 11.7751 -0.236264 4.37341 13.2412 -0.553121 -0.955097 1.3932 -2.23376 -4.11447 -11.2086 -25.6194 0.0632675 -0.118812 -1.19147 -6.45075 -14.3212 -36.9979 -3.05419 0.0950711 13.0752
internal_weight=0 158350 22707 11459 6466 1996 1120 488 265 632 293 876 434 177 4993 4581 1615 2966 1575 305 95 223 135643 7001 1376 714 237 477 5625 139
internal_count=678013 158350 22707 11459 6466 1996 1120 488 265 632 293 876 434 177 4993 4581 1615 2966 1575 305 95 223 135643 7001 1376 714 237 477 5625 139
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=200994 131074 2 2 2 2 256 2 2 2
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=31
num_cat=8
split_feature=11 12 13 13 0 13 12 14 11 12 11 13 12 0 5 12 11 13 12 13 11 12 11 12 12 11 14 12 12 11
split_gain=35596.2 172408 1.17058e+06 1.00822e+06 2.00041e+06 1.57689e+06 2.63681e+06 9.39489e+06 3.10775e+06 9.60966e+06 5.70342e+06 2.18694e+06 1.50826e+06 1.83547e+06 1.62084e+06 8.6115e+06 2.19766e+07 1.56449e+06 1.49868e+06 1.43789e+06 1.34958e+06 1.27065e+06 1.25055e+06 2.70052e+06 2.35558e+06 5.72451e+06 7.04545e+06 1.80106e+06 1.20415e+06 1.49005e+06
threshold=2.5000000000000004 8.5000000000000018 0 1 1.0000000180025095e-35 2 6.5000000000000009 3 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 4 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 5 6.5000000000000009 6 1.5000000000000002 6.5000000000000009 1.5000000000000002 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 7 3.5000000000000004 5.5000000000000009 1.5000000000000002
decision_type=2 2 9 9 2 9 2 1 2 2 2 9 2 2 2 2 2 9 2 9 2 2 2 2 2 2 1 2 2 2
left_child=1 3 -3 4 -1 21 -7 8 9 -8 -10 -12 -5 14 -14 -16 -17 18 -15 -9 -21 22 23 -6 25 -25 -27 -28 -19 -30
right_child=-2 2 -4 12 5 6 7 19 10 -11 11 -13 13 17 15 16 -18 28 -20 20 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.054861833748165993 -0.025216249233655692 -0.46660583187722643 0.24147392226900016 0.068677447700492389 -2.6778730179713324 1.221800476572162 62.290836342175808 -3.9217534999942303 -3.3638371798456932 0.24227394690880411 20.509766173789572 5.1758262401673854 -0.27176935424789095 9.4194114323705431 -2.8200417227333503 112.55800088500976 -8.8101612168389405 -3.1125740691058796 -1.3088695238221366 -2.3798361799835619 8.1759545924058603 -4.4639509296492683 -0.82607332722524573 -4.5197573094044703 1.9114731253479882 -5.7672046003670534 33.119605431189903 67.097881493201626 -0.08997226229749028 -2.3060288011827406
leaf_weight=61850 306717 28965 120208 91911 260 5891 48 593 196 52 381 154 40788 256 189 25 37 4126 265 221 268 632 1513 59 139 29 26 39 6429 5746
leaf_count=61850 306717 28965 120208 91911 260 5891 48 593 196 52 381 154 40788 256 189 25 37 4126 265 221 268 632 1513 59 139 29 26 39 6429 5746
internal_value=0 0.0208191 0.103971 -0.0350236 0.271486 1.54764 2.26637 5.49493 13.4915 30.0256 11.2296 16.576 -0.183097 -0.583066 -0.22247 7.78879 40.1286 -1.46278 3.88798 -0.646585 3.3371 -0.538458 0.660344 4.73453 11.3346 19.8955 35.22 53.5066 -1.63518 -1.13584
internal_weight=0 371296 149173 222123 72351 10501 7804 1913 831 100 731 535 149772 57861 41039 251 62 16822 521 1082 489 2697 2065 552 292 153 94 65 16301 12175
internal_count=678013 371296 149173 222123 72351 10501 7804 1913 831 100 731 535 149772 57861 41039 251 62 16822 521 1082 489 2697 2065 552 292 153 94 65 16301 12175
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=567556 1616644 524292 2 1050624 2162696 1089536 2
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=31
num_cat=12
split_feature=11 13 12 13 3 12 12 13 6 14 12 12 13 4 12 6 13 12 14 3 13 12 12 12 14 13 13 12 14 12
split_gain=34353.5 321295 464964 788203 634849 464665 795782 2.14811e+06 1.11746e+06 2.04651e+06 2.5586e+06 616216 730370 529812 1.92281e+06 487891 828092 1.159e+06 1.06083e+06 438903 909828 1.38749e+06 1.14645e+06 1.55838e+06 4.75154e+06 1.95928e+06 1.62948e+06 7.08244e+06 5.31162e+06 1.79761e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 2 1.0000000180025095e-35 3 5.5000000000000009 3.5000000000000004 4 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 5 1.5000000000000002 6 1.0000000180025095e-35 7 10.500000000000002 1.0000000180025095e-35 1.5000000000000002 8 9 10 2.5000000000000004 11 3.5000000000000004
decision_type=2 9 2 9 2 2 2 9 2 1 2 2 9 2 2 2 9 2 1 2 9 2 2 2 1 9 9 2 1 2
left_child=1 2 3 4 -1 6 11 -8 -9 10 -10 13 -13 15 -15 -4 17 18 -17 -3 21 22 -21 24 -24 -26 27 28 -25 -28
right_child=-2 19 5 -5 -6 -7 7 8 9 -11 -12 12 -14 14 -16 16 -18 -19 -20 20 -22 -23 23 26 25 -27 29 -29 -30 -31
leaf_value=-1.5575664486519245 0.009605146621185251 -0.038078521553158148 -1.244419241272857 -0.240333859292888 5.0603218314732006 -0.031474985769552037 10.712371882270364 -1.9974933734162699 -4.0560708552598959 -3.0741202551484759 -29.427258745024478 4.9482206939470652 0.061943648943848996 27.966295202847189 -3.3107000663632249 -1.110201886392409 -2.5950323570663336 0.49813365311221736 14.709658147327936 -1.2911418045215715 -0.018672167011149553 -3.364598601429853 20.136475388282957 3.3240840911865237 11.279162328383503 -3.4752062840248223 -3.2642125394127586 -2.0417773782250719 50.86109645910431 4.0756868723259174
leaf_weight=189 574056 68196 7049 1877 622 11325 109 1971 80 366 79 394 1272 29 61 62 379 452 134 533 6137 409 215 40 126 258 605 187 57 744
leaf_count=189 574056 68196 7049 1877 622 11325 109 1971 80 366 79 394 1272 29 61 62 379 452 134 533 6137 409 215 40 126 258 605 187 57 744
internal_value=0 -0.052869 -0.353737 0.89272 3.4752 -0.494887 -0.916865 -2.47088 -3.07719 -7.18927 -16.6619 -0.505126 1.24759 -0.86271 6.76744 -0.947742 1.08856 3.23316 9.70542 0.0498441 0.693864 2.06512 2.87576 3.87081 8.23364 1.5693 2.27048 9.0144 31.2582 0.778118
internal_weight=0 103957 26450 2688 811 23762 12437 2605 2496 525 159 9832 1666 8166 90 8076 1027 648 196 77507 9311 3174 2765 2232 599 384 1633 284 97 1349
internal_count=678013 103957 26450 2688 811 23762 12437 2605 2496 525 159 9832 1666 8166 90 8076 1027 648 196 77507 9311 3174 2765 2232 599 384 1633 284 97 1349
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=3826572 1572864 4 2 2105352 155912 2 65554 2 2 65536 2
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=31
num_cat=3
split_feature=13 5 12 14 9 12 11 8 12 12 12 12 12 11 1 12 11 12 12 3 13 3 3 12 3 12 6 0 12 3
split_gain=39912.2 603830 1.97437e+06 120615 793517 584199 501932 768296 502732 1.50628e+06 934392 383928 814466 1.07786e+06 417182 933788 452443 545271 1.54855e+06 999247 640940 404930 397020 789386 341498 318249 317390 304423 3.18389e+06 286440
threshold=0 1.0000000180025095e-35 8.5000000000000018 1 1.0000000180025095e-35 13.500000000000002 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 5.5000000000000009 6.5000000000000009 12.500000000000002 11.500000000000002 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35
decision_type=9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 11 6 7 8 9 24 29 12 14 -14 16 -16 17 18 20 -20 22 -22 -5 -24 -1 -6 -10 -7 -29 -11
right_child=-2 2 -4 4 25 27 -8 -9 26 10 -12 -13 13 -15 15 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-6.5337293039980553 0.0026377984811554993 -35.02351928710938 7.9370584467183001 -6.6119903959076982 -17.094034226451601 0.68323815331530213 -0.03834745773391144 -20.933487912882931 -0.93769144535064697 -29.221255144391741 -4.4422554928323503 -2.3338701276348046 0.92978684743245443 19.664655369978686 24.169457120480747 -4.3259750075962229 -0.55070178953598126 0.0061467561921217054 -3.838931065797806 15.774176434503085 8.4306021882937507 -4.9016582696334181 -0.9548327023221046 11.046402994791668 -0.99894135919387983 -4.9774642427762359 6.4641754347085953 42.360626738412037 0.86908218999062814 -14.659650386463511
leaf_weight=139 670420 20 23 29 28 335 1480 23 210 35 46 459 75 52 23 23 2240 813 32 138 26 184 97 126 563 96 80 21 155 22
leaf_count=139 670420 20 23 29 28 335 1480 23 210 35 46 459 75 52 23 23 2240 813 32 138 26 184 97 126 563 96 80 21 155 22
internal_value=0 -0.227776 -12.0446 -0.160777 0.173647 -0.638479 -1.24642 -2.84566 -2.46573 -3.75179 -15.0447 0.400194 0.725475 8.60076 0.457407 9.92174 0.339264 1.71886 3.92209 12.0823 0.919417 -3.10322 4.22702 5.82613 -2.09486 -7.71346 1.1042 2.45238 5.81978 -23.601
internal_weight=0 7593 43 7550 4441 3109 2598 1118 1095 805 103 4317 3858 127 3731 46 3685 1445 632 170 462 210 252 223 702 124 290 511 176 57
internal_count=678013 7593 43 7550 4441 3109 2598 1118 1095 805 103 4317 3858 127 3731 46 3685 1445 632 170 462 210 252 223 702 124 290 511 176 57
cat_boundaries=0 1 2 3
cat_threshold=65538 2 2
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=31
num_cat=15
split_feature=12 12 13 0 13 11 13 11 14 13 13 9 11 13 6 3 11 13 11 13 14 9 14 13 11 14 11 13 14 8
split_gain=34224.1 241116 1.66459e+06 945946 5.36669e+06 2.9894e+06 1.02756e+07 9.03826e+06 1.05639e+07 2.45185e+06 1.58775e+06 1.46997e+06 1.35059e+06 3.6871e+06 1.4317e+07 1.65056e+06 1.23118e+06 2.55638e+06 1.94444e+06 1.23425e+06 5.30072e+06 1.11746e+06 2.93553e+06 2.60727e+06 1.14979e+07 1.06933e+06 1.06005e+06 2.19168e+06 5.12397e+06 1.05346e+06
threshold=3.5000000000000004 4.5000000000000009 0 1.0000000180025095e-35 1 1.5000000000000002 2 1.0000000180025095e-35 3 4 5 1.0000000180025095e-35 1.5000000000000002 6 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 7 2.5000000000000004 8 9 1.0000000180025095e-35 10 11 2.5000000000000004 12 3.5000000000000004 13 14 1.0000000180025095e-35
decision_type=2 2 9 2 9 2 9 2 1 9 9 2 2 9 2 2 2 9 2 9 1 2 1 9 2 1 2 9 1 2
left_child=-1 2 3 10 5 6 7 -5 -9 -7 11 29 13 14 -12 21 17 -11 -19 25 -21 -14 23 24 -23 -18 -6 28 -28 -2
right_child=1 -3 -4 4 26 9 -8 8 -10 16 12 -13 15 -15 -16 -17 19 18 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.030459585461769863 -0.60350718747023169 -0.00794604793108219 -0.67312276157286899 -9.0685590799038227 -1.0225056899116012 -3.8768131311711351 0.33421729390655086 13.698370262884325 88.900250309071652 -2.2652983148088341 -0.060729082892922795 -5.8811277654749405 2.1575173688787461 -0.92009636125879757 65.138751638503308 -0.51505743212112864 0.11921227008999674 11.91453436940383 1.7362388744782866 23.489095397577056 -1.9732311599394856 50.642771138773341 -1.0775714874267579 4.3394477102012123 -4.0057428434297639 10.38086519877116 -3.4182201472195715 -3.3600297413515245 31.549859714508059 4.2314837828403764
leaf_weight=238408 8457 396113 13676 26 3813 333 201 31 47 484 170 507 5862 4559 42 2315 233 397 356 205 136 77 285 211 77 180 88 168 80 476
leaf_count=238408 8457 396113 13676 26 3813 333 201 31 47 484 170 507 5862 4559 42 2315 233 397 356 205 136 77 285 211 77 180 88 168 80 476
internal_value=0 0.0165941 0.240099 0.65898 1.69764 5.22179 14.5498 38.3086 59.0123 4.02005 0.353683 -0.642477 1.04494 -0.309876 12.277 1.7784 5.33351 3.41885 7.0094 8.54541 12.9541 2.59372 6.52763 12.4659 21.8967 4.48305 -0.546697 4.83661 12.4898 -0.345872
internal_weight=0 439605 43492 29816 6778 2629 305 104 78 2324 23038 9440 13598 4771 212 8827 1991 1237 753 754 341 6512 650 365 154 413 4149 336 168 8933
internal_count=678013 439605 43492 29816 6778 2629 305 104 78 2324 23038 9440 13598 4771 212 8827 1991 1237 753 754 341 6512 650 365 154 413 4149 336 168 8933
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1977264 1704480 1572864 2 524288 1180192 384 1048576 131104 2 2 16 2 16 2
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=31
num_cat=12
split_feature=11 3 13 12 11 12 14 12 13 14 12 11 12 12 13 12 14 12 12 11 13 12 13 12 12 14 13 13 14 12
split_gain=30953.9 177883 1.33065e+06 2.24205e+06 1.86078e+06 2.5811e+06 2.88706e+06 1.83105e+06 2.45726e+06 9.24672e+06 2.89847e+07 1.79228e+07 1.29858e+06 7.45016e+06 1.25332e+06 1.24506e+06 1.24196e+06 2.16929e+06 6.09429e+06 2.36268e+06 2.09966e+06 1.04782e+07 1.09698e+06 1.70794e+06 6.31388e+06 2.47081e+06 1.0904e+06 1.04954e+06 976381 907299
threshold=2.5000000000000004 1.0000000180025095e-35 0 2.5000000000000004 3.5000000000000004 1.5000000000000002 1 4.5000000000000009 2 3 5.5000000000000009 3.5000000000000004 8.5000000000000018 7.5000000000000009 4 1.0000000180025095e-35 5 6.5000000000000009 7.5000000000000009 3.5000000000000004 6 9.5000000000000018 7 2.5000000000000004 1.5000000000000002 8 9 10 11 1.0000000180025095e-35
decision_type=2 2 9 2 2 2 1 2 9 1 2 2 2 2 9 2 1 2 2 2 9 2 9 2 2 1 9 9 1 2
left_child=-1 -2 3 4 15 -6 14 22 9 -9 11 -11 13 -12 -7 -3 17 -5 19 -19 21 -18 23 24 28 -26 -17 -10 -4 -30
right_child=1 2 7 16 5 6 -8 8 27 10 12 -13 -14 -15 -16 26 20 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.019454282060154732 -0.07212936899659049 1.0069383911319547 -3.9765921029518907 -2.6927947520265487 0.24461937391276278 11.163828433508435 -0.40078732539296386 -0.70296214580484773 -5.7483188971275716 110.25005437111368 -4.4015284626754285 9.9568930080958786 -6.4844913134010902 52.619912020365398 0.83493697983878001 -0.051748639799621625 -4.8230642642028601 7.4306892465013981 -0.76875578696903135 28.552850104767142 -2.8176208510393597 -59.843664712905891 0.026390775046530951 -3.3211280914674322 30.462341459920584 4.8999208762428985 -3.4935857034402207 1.2008914815796634 -1.9210038518331136 12.425925388742002
leaf_weight=371296 217810 2002 254 3030 3539 631 511 583 213 49 97 28 93 30 158 1577 257 109 1142 103 1799 40 60542 249 121 55 2223 9295 83 94
leaf_count=371296 217810 2002 254 3030 3539 631 511 583 213 49 97 28 93 30 158 1577 257 109 1142 103 1799 40 60542 249 121 55 2223 9295 83 94
internal_value=0 -0.0234744 0.0957235 -0.69621 0.196389 1.64439 5.45499 0.284657 1.51254 6.53911 20.9752 73.7798 2.4936 9.0681 9.24751 -1.01127 -2.16305 -1.20579 2.12184 17.6929 -4.16524 -11.8348 0.0769574 3.61087 6.51397 22.4741 -2.07455 1.03934 -0.00338916 5.69827
internal_weight=0 306717 88907 17121 10641 4839 1300 71786 10388 880 297 77 220 127 789 5802 6480 4384 1354 212 2096 297 61398 856 607 176 3800 9508 431 177
internal_count=678013 306717 88907 17121 10641 4839 1300 71786 10388 880 297 77 220 127 789 5802 6480 4384 1354 212 2096 297 61398 856 607 176 3800 9508 431 177
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=207712 2 16392 2 133120 2 8736 2097152 2 10560 2097152 2
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=31
num_cat=13
split_feature=7 12 13 12 12 11 13 12 11 14 12 11 14 12 14 11 11 13 14 13 12 11 14 14 12 11 13 12 14 13
split_gain=31144.7 115053 954028 1.3907e+06 951438 1.14388e+06 2.498e+06 1.29986e+07 1.54877e+07 1.59789e+07 4.56017e+06 1.06781e+06 6.85352e+06 7.30334e+06 2.49681e+06 625974 623986 1.28123e+06 841878 522501 501272 514632 729589 479429 464721 340719 424072 699983 618211 340533
threshold=1.0000000180025095e-35 13.500000000000002 0 14.500000000000002 16.500000000000004 2.5000000000000004 1 14.500000000000002 1.5000000000000002 2 14.500000000000002 1.0000000180025095e-35 3 15.500000000000002 4 1.5000000000000002 2.5000000000000004 5 6 7 16.500000000000004 1.0000000180025095e-35 8 9 15.500000000000002 2.5000000000000004 10 17.500000000000004 11 12
decision_type=2 2 9 2 2 2 9 2 2 1 2 2 1 2 1 2 2 9 1 9 2 2 1 1 2 2 9 2 1 9
left_child=-1 29 4 16 5 6 7 8 -3 -10 -8 12 -12 -14 -13 -16 17 18 -4 -7 21 22 -5 -9 -24 26 27 28 -22 -2
right_child=1 2 3 20 -6 19 10 23 9 -11 11 14 13 -15 15 -17 -18 -19 -20 -21 25 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0062337946242321971 0.7386590000105504 -18.810554184452183 -23.684119427355029 -1.7089114743409699 -1.180317238954905 -3.0122487452920415 -5.5607891109845706 -1.1004466905506378 94.295760129532724 -10.605947113037111 -2.9935613085339954 9.2866131206795028 47.563843145249763 -2.2194303837228331 -17.857199059463131 -2.8696124570123085 -2.4997132700902447 -3.7915462723105322 -5.0534087426321852 1.2313019080518128 22.044406611420388 -1.0345568455933432 -21.793524361819756 -12.695390823652161 -3.5003018912814912 -0.67640983960492829 0.69563357737754383 2.5991503583757503 2.0104881445566813 0.010362235132270536
leaf_weight=624618 7714 31 79 97 1653 456 493 109 53 20 143 270 79 47 41 87 432 278 35 760 43 1090 41 53 21 615 434 152 24 38045
leaf_count=624618 7714 31 79 97 1653 456 493 109 53 20 143 270 79 47 41 87 432 278 35 760 43 1090 41 53 21 615 434 152 24 38045
internal_value=0 0.073337 -0.286001 -1.55062 0.699703 1.87861 3.80006 12.3537 40.408 65.5556 1.71732 7.12254 11.9894 28.9939 3.83313 -7.67032 -5.12106 -8.0099 -16.5154 -0.374676 -0.387911 -1.80983 -7.12456 -4.89385 -15.5974 1.0127 2.60351 6.07525 14.8681 0.133301
internal_weight=0 53395 7636 3341 4295 2642 1426 266 104 73 1160 667 269 126 398 128 824 392 114 1216 2517 1249 159 162 62 1268 653 219 67 45759
internal_count=678013 53395 7636 3341 4295 2642 1426 266 104 73 1160 667 269 126 398 128 824 392 114 1216 2517 1249 159 162 62 1268 653 219 67 45759
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=139861 131072 2 2 2 2432 2 131072 2 2 1052800 2 362890
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=31
num_cat=3
split_feature=13 5 12 14 9 12 11 8 12 6 12 3 12 12 11 1 12 11 12 12 3 13 3 3 12 12 7 6 12 9
split_gain=28438 489807 1.59832e+06 95751.6 643743 471035 416982 622132 405660 1.28523e+06 1.95746e+06 331574 310789 656823 872752 338453 754555 360270 440470 1.25474e+06 811099 518821 326272 324693 639404 299078 681450 257689 260286 260006
threshold=0 1.0000000180025095e-35 8.5000000000000018 1 1.0000000180025095e-35 13.500000000000002 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 12.500000000000002 11.500000000000002 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35
decision_type=9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 12 6 7 8 9 11 -11 25 13 15 -15 17 -17 18 19 21 -21 23 -23 -5 -25 26 -1 29 -29 -10
right_child=-2 2 -4 4 -6 -7 -8 -9 27 10 -12 -13 -14 14 -16 16 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-25.077237480878832 0.0022041376949839069 -31.510133171081545 7.1432234142137618 -6.0030081847618373 -6.9378489152077707 2.217840866986553 -0.0023438417267155004 -18.837676555890106 -2.0862814199478232 0.70077055068243121 -43.012491950988775 -1.3469907950399322 -2.0898073019252883 0.83230800247192394 17.69065219438993 21.754235037513403 -3.8608976986097256 -0.47854990477540665 0.0073333706216471952 -3.4719363167881969 14.198481573574785 7.5577513749782854 -4.4097684487052584 -0.85762549724775505 9.9434956868489586 -3.4221405048455509 -2.6326361733098187 9.2202497118610456 -3.7436332339332221 9.1809310664301336
leaf_weight=24 670420 20 23 29 124 511 1480 23 187 21 20 597 459 75 52 23 23 2240 813 32 138 26 184 97 126 112 31 59 21 23
leaf_count=24 670420 20 23 29 124 511 1480 23 187 21 20 597 459 75 52 23 23 2240 813 32 138 26 184 97 126 112 31 59 21 23
internal_value=0 -0.19229 -10.8351 -0.13193 0.166038 -0.557557 -1.10345 -2.56109 -2.2192 -3.37445 -20.6228 -2.44882 0.370088 0.66275 7.73494 0.422019 8.94667 0.315606 1.54668 3.52689 10.8723 0.824043 -2.79498 3.80001 5.24525 -6.3877 -12.4266 0.987604 5.81723 -0.852253
internal_weight=0 7593 43 7550 4441 3109 2598 1118 1095 805 41 764 4317 3858 127 3731 46 3685 1445 632 170 462 210 252 223 167 55 290 80 210
internal_count=678013 7593 43 7550 4441 3109 2598 1118 1095 805 41 764 4317 3858 127 3731 46 3685 1445 632 170 462 210 252 223 167 55 290 80 210
cat_boundaries=0 1 2 3
cat_threshold=65538 2 2
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=31
num_cat=10
split_feature=12 13 11 0 12 11 14 14 14 11 12 12 13 12 9 14 11 1 14 11 6 14 12 8 12 14 11 1 14 11
split_gain=29031.4 221441 1.39412e+06 1.06741e+06 2.43707e+06 1.78115e+06 2.88921e+06 1.63983e+06 1.37856e+06 2.65794e+06 6.92944e+06 2.16017e+06 877765 633028 1.52087e+06 4.52266e+06 4.26879e+06 1.0715e+06 2.23931e+06 723406 1.57321e+06 3.54417e+06 639636 775964 975863 929627 1.9674e+06 688396 1.89303e+07 3.58229e+07
threshold=3.5000000000000004 0 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1 2 3 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 4 2.5000000000000004 1.0000000180025095e-35 5 1.0000000180025095e-35 1.0000000180025095e-35 6 1.0000000180025095e-35 1.0000000180025095e-35 7 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 8 1.0000000180025095e-35 1.0000000180025095e-35 9 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 1 1 1 2 2 2 9 2 2 1 2 2 1 2 2 1 2 2 2 1 2 2 1 2
left_child=1 2 3 13 8 6 -6 -7 9 -5 11 -11 -4 22 17 16 -16 19 -19 -15 -21 -22 -1 27 25 -25 -27 -24 29 -29
right_child=-2 -3 12 4 5 7 -8 -9 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 20 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.52531999060492562 0.015259455923011417 0.060893978521654013 -0.98371191737220531 -0.43037385510415149 0.31574959268120573 7.3811196976056381 11.11191922152684 -3.5149192185325422 -0.84638360396022227 8.1021312900618021 -5.0804559549900015 26.57193053468259 -0.16942094414903008 -2.0216576200030025 6.2127367343542712 -3.2164768921245228 50.130812815616011 -31.06023283004761 -3.3912112138210198 -1.7839720755759381 14.996033506171649 -0.51446025544761598 0.56536334800900467 0.081676211872616339 0.49899739676412447 24.53668940706951 2.6310997590786074 149.83113644917805 -4.7924917411125429 -21.210889962673189
leaf_weight=4424 439605 128712 16446 776 382 219 706 374 2793 102 198 167 67768 2535 53 165 38 36 156 1062 215 468 9788 74 257 82 82 24 281 25
leaf_count=4424 439605 128712 16446 776 382 219 706 374 2793 102 198 167 67768 2535 53 165 38 36 156 1062 215 468 9788 74 257 82 82 24 281 25
internal_value=0 -0.0280778 -0.132466 0.515604 1.71901 4.91821 7.32135 0.509082 0.386541 3.1569 9.11777 19.5685 -0.328579 0.167519 -0.841745 6.6544 24.5522 -1.27086 -8.57915 -0.943014 0.623955 4.36805 0.484857 0.905946 4.77181 9.38573 13.5839 0.716818 5.20904 62.5648
internal_weight=0 238408 109696 25482 5717 1681 1088 593 4036 1243 467 269 84214 19765 4728 256 91 4472 192 4280 1745 683 15037 10613 495 238 164 10118 330 49
internal_count=678013 238408 109696 25482 5717 1681 1088 593 4036 1243 467 269 84214 19765 4728 256 91 4472 192 4280 1745 683 15037 10613 495 238 164 10118 330 49
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=196663 2 2 2 16 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=31
num_cat=4
split_feature=11 13 1 14 12 10 3 12 12 2 12 8 12 14 6 0 12 12 8 0 6 0 12 9 8 7 12 14 12 12
split_gain=32997.2 300846 1.04183e+06 2.47274e+07 1.03718e+07 720982 700900 908512 1.22626e+06 754915 710028 9.65131e+06 5.33676e+06 1.87817e+07 1.75767e+07 8.05931e+07 1.40132e+06 1.6869e+06 1.49555e+06 1.36348e+06 3.80035e+06 1.20215e+06 3.13607e+06 1.93571e+06 2.34016e+06 3.30789e+06 5.47145e+06 1.77217e+07 3.97334e+07 678817
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 14.500000000000002 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 11.500000000000002 2 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 3 6.5000000000000009 6.5000000000000009
decision_type=2 9 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=1 2 5 -4 -5 6 9 -8 -9 10 12 -12 16 14 15 -14 17 -1 -18 20 -15 22 23 24 25 26 27 28 -19 -29
right_child=-2 -3 3 4 -6 -7 7 8 -10 -11 11 -13 13 19 -16 -17 18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.49673703616481824 0.009405090102553873 -0.090723217163077241 80.354969199928078 -70.349057495117194 1.7368593418236935 -5.7226633920695615 -1.3344538769306427 -34.385695228576665 0.21297499459414257 -7.6809962228257609 0.73706354003686181 -58.758298056466245 241.67227310907276 -46.390648597258114 -1.4144984102249145 -2.4309344843814249 -2.0623983320309716 166.60342814127605 -21.303878329016946 4.9152837213480254 -0.58115434126420451 0.61323725843942301 -4.000775957974521 -3.8767695505802453 -5.2011120534410669 -2.1168665757819789 42.517814030854602 -11.598539813359579 -27.925139835902623 2.4980409005972057
leaf_weight=1174 574056 98797 37 25 99 183 677 20 21 94 1040 28 21 27 40 38 493 21 44 53 55 372 165 65 51 67 92 72 21 65
leaf_count=1174 574056 98797 37 25 99 183 677 20 21 94 1040 28 21 27 40 38 493 21 44 53 55 372 165 65 51 67 92 72 21 65
internal_value=0 -0.0518234 0.691815 8.61091 -12.7966 0.438153 0.672253 -2.20984 -16.6644 1.17722 1.38518 -0.82274 2.18833 16.6759 49.7592 84.4533 0.933671 2.06786 -3.63898 -7.58519 -15.6648 5.10603 7.80607 12.0971 14.7663 17.7791 22.698 12.5113 69.3391 -4.91038
internal_weight=0 103957 5160 161 124 4999 4816 718 41 4098 4004 1068 2936 234 99 59 2702 2165 537 135 82 991 619 454 389 338 271 179 42 137
internal_count=678013 103957 5160 161 124 4999 4816 718 41 4098 4004 1068 2936 234 99 59 2702 2165 537 135 82 991 619 454 389 338 271 179 42 137
cat_boundaries=0 1 2 3 4
cat_threshold=4128 2 2 2
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=31
num_cat=7
split_feature=12 13 9 13 14 10 9 14 11 11 13 11 11 6 11 11 14 8 11 1 11 8 11 13 11 6 1 11 3 1
split_gain=29909.4 948687 750978 1.12512e+07 2.48527e+07 624867 601696 1.35599e+06 1.28558e+06 1.8513e+06 590596 536792 739761 3.43e+06 2.553e+06 438740 314808 827584 1.14139e+06 768760 819300 667510 4.81008e+06 955240 5.12931e+06 7.08034e+06 1.26121e+06 3.20457e+06 989598 503014
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 2 1.0000000180025095e-35 1.0000000180025095e-35 3 2.5000000000000004 1.5000000000000002 4 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 6 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 9 1 2 2 1 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=1 6 5 4 -4 10 16 8 9 -8 11 12 13 15 -15 -3 17 19 -19 -1 -21 23 -23 24 26 28 -18 -28 -26 -25
right_child=-2 2 3 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 14 -16 -17 21 18 -20 20 -22 22 -24 29 25 -27 27 -29 -30 -31
leaf_value=-0.67751377418089742 -0.0063927543524215829 1.4178228227076204 95.788712664348338 -2.8066733523089478 -3.9352295173332097 -2.7704994476518849 -0.34533154335286886 -0.12035685799877097 -1.2326258320557444 -28.691698706150056 0.74864456104383781 0.28988261599172938 -1.6444211815631122 3.9062949071164996 34.22317268147188 -1.5808170121392431 -0.31040029316360768 -0.38676676075867933 -16.286702999293087 -23.275493941768524 -2.4193783834576608 -3.44356556461282 24.237437673048543 -1.1206431964716443 -0.14899433437658816 50.612374214504079 1.8409062248536909 33.895213378103158 15.230886617425369 -11.983197198912155
leaf_weight=6341 620274 864 41 485 64 660 36 322 76 64 18227 15040 3896 61 51 1121 4395 99 83 31 48 219 88 4955 98 46 174 38 73 43
leaf_count=6341 620274 864 41 485 64 660 36 322 76 64 18227 15040 3896 61 51 1121 4395 99 83 31 48 219 88 4955 98 46 174 38 73 43
internal_value=0 0.0688555 0.333179 3.87488 31.9607 0.280918 -0.552513 -3.97818 -11.0363 -18.487 0.332215 -0.0290007 -0.829317 0.685059 17.7113 -0.275616 -0.450878 -0.988166 -7.63784 -0.799655 -10.6034 -0.100677 4.49105 -0.244198 0.759112 15.7854 0.0529903 7.58649 6.41669 -1.21167
internal_weight=0 57739 40510 590 105 39920 17229 498 176 100 39260 21033 5993 2097 112 1985 16731 6602 182 6420 79 10129 307 9822 4824 217 4607 212 171 4998
internal_count=678013 57739 40510 590 105 39920 17229 498 176 100 39260 21033 5993 2097 112 1985 16731 6602 182 6420 79 10129 307 9822 4824 217 4607 212 171 4998
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2220720 1048576 2 2 1048587 2 73776
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=31
num_cat=10
split_feature=13 2 12 12 11 11 14 13 11 12 11 14 12 11 14 12 14 11 12 12 12 12 14 12 12 13 13 14 12 12
split_gain=31559.1 114460 603104 2.24113e+06 3.21725e+06 1.24924e+07 4.56993e+07 2.16697e+06 3.5004e+07 1.05105e+08 1.39078e+07 2.4315e+07 4.27189e+07 6.49292e+06 9.30186e+06 1.536e+07 6.14738e+06 9.57848e+06 1.40573e+07 3.79292e+06 1.13289e+06 715012 634505 495556 472300 1.50983e+06 1.25632e+06 633938 995212 591438
threshold=0 1.0000000180025095e-35 5.5000000000000009 7.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1 2 3.5000000000000004 6.5000000000000009 3.5000000000000004 3 6.5000000000000009 2.5000000000000004 4 6.5000000000000009 5 2.5000000000000004 6.5000000000000009 6.5000000000000009 6.5000000000000009 2.5000000000000004 6 6.5000000000000009 13.500000000000002 7 8 9 8.5000000000000018 24.500000000000004
decision_type=9 2 2 2 2 2 1 9 2 2 2 1 2 2 1 2 1 2 2 2 2 2 1 2 2 9 9 1 2 2
left_child=1 -1 21 4 5 22 -7 10 13 -10 16 19 -13 -9 -15 -16 20 -18 -19 -12 -6 -3 23 -4 25 27 -26 28 -5 -28
right_child=-2 2 3 24 7 6 -8 8 9 -11 11 12 -14 14 15 -17 17 18 -20 -21 -22 -23 -24 -25 26 -27 29 -29 -30 -31
leaf_value=-0.0071128995999438964 0.032410527898941589 -0.1374689499516315 -3.1193949077440344 -14.645981199924762 1.046445393562317 165.56397280485734 -0.22440883085131647 -3.6040381565168214 33.661127509011166 -236.50425186157227 6.3508513167097762 -8.6059280758812324 130.1755592508519 -3.1676700168185765 1.4884825147115268 77.294608320756396 -0.84513086020946515 -6.8035859284577542 -111.987313079834 -41.497048543294277 22.985638982196189 -2.9396556047150995 1.2153778823939236 -24.112534523010254 2.406008952312904 0.7774106049537659 -4.1724494727452592 -1.6013183318261945 -4.1543097339096793 13.368002238273622
leaf_weight=459840 208274 2086 23 104 52 23 60 257 36 24 37 42 47 90 52 55 80 27 24 30 43 1616 88 22 1241 1680 495 853 692 20
leaf_count=459840 208274 2086 23 104 52 23 60 257 36 24 37 42 47 90 52 55 80 27 24 30 43 1616 88 22 1241 1680 495 853 692 20
internal_value=0 -0.0143551 -0.350794 0.252498 4.31914 15.2743 45.7169 1.67817 -2.57066 -74.405 7.27211 30.4287 64.6832 6.86625 20.5255 40.4542 -8.39029 -22.4351 -56.3018 -15.0736 10.9768 -1.36068 -3.72382 -13.3827 -0.636804 -1.33676 0.690156 -3.47432 -5.52508 -3.42477
internal_weight=0 469739 9899 6197 1112 216 83 896 514 60 382 156 89 454 197 107 226 131 51 67 95 3702 133 45 5085 3329 1756 1649 796 515
internal_count=678013 469739 9899 6197 1112 216 83 896 514 60 382 156 89 454 197 107 226 131 51 67 95 3702 133 45 5085 3329 1756 1649 796 515
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1774042 2 1179656 2 2 2 2 524496 655512 2
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=31
num_cat=12
split_feature=11 1 13 13 11 12 13 12 13 14 13 11 12 11 13 14 14 12 13 12 12 12 12 12 12 12 14 12 13 12
split_gain=26894.4 168033 814535 482887 1.52822e+06 342643 742274 2.5031e+06 3.91574e+06 5.93612e+06 643194 613593 1.1706e+07 383535 3.12586e+06 2.37444e+07 2.60627e+06 1.53042e+06 1.39476e+06 1.27054e+06 2.08279e+06 518313 506088 922389 371341 2.41259e+06 2.26812e+06 393703 380992 1.36633e+06
threshold=2.5000000000000004 1.0000000180025095e-35 0 1 1.5000000000000002 5.5000000000000009 2 7.5000000000000009 3 4 5 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 6 7 8 2.5000000000000004 9 3.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.5000000000000002 17.500000000000004 19.500000000000004 10 20.500000000000004 11 10.500000000000002
decision_type=2 2 9 9 2 2 9 2 9 1 9 2 2 2 9 1 1 2 9 2 2 2 2 2 2 2 1 2 9 2
left_child=1 -1 -3 4 -4 13 -7 8 9 -8 -9 -11 -13 14 15 -5 19 21 22 20 -16 -17 23 -15 28 26 -26 -27 -12 -30
right_child=-2 2 3 5 -6 6 7 10 -10 11 24 12 -14 18 16 17 -18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.028967661863478891 -0.021898635175791173 -3.1852641827821482 -2.4315607417713512 99.291650878058547 22.339435625076295 -0.58468725411382916 -10.422911837365893 -1.8747886300168739 -0.16775204893101983 51.084204483032231 -0.17213454182942711 -9.7693831948673022 71.512261797930748 -8.0640000979105633 -7.0651949368990392 -7.4266291856765747 0.18186516352553866 6.0901539097661557 -0.99307432431586795 0.81737168702212259 -46.043063301875677 -26.435144020960884 -6.2740770794096452 -33.248850118196934 2.3330267533012061 -10.315983760356904 45.443289998861466 2.3127970642513698 24.075508165359498 -0.091124383985311141
leaf_weight=361880 306717 934 66 27 40 3161 36 719 177 24 515 34 37 33 26 32 536 69 2476 22 29 26 63 26 23 32 26 108 32 87
leaf_count=361880 306717 934 66 27 40 3161 36 719 177 24 515 34 37 33 26 32 536 69 2476 22 29 26 63 26 23 32 26 108 32 87
internal_value=0 0.0181162 -0.398933 -0.0882548 6.31978 -0.176789 0.347122 1.93198 10.1728 22.4439 0.298478 37.2612 32.5887 -0.957499 1.00736 13.2691 -2.25278 -3.97437 -1.53758 -19.493 -27.6172 -15.9477 -11.5595 -19.1624 2.19325 6.11035 25.2079 -0.573781 1.06012 5.91076
internal_weight=0 371296 9416 8482 106 8376 5011 1850 308 131 1542 95 71 3365 767 154 613 127 2598 77 55 58 122 59 823 189 49 140 634 119
internal_count=678013 371296 9416 8482 106 8376 5011 1850 308 131 1542 95 71 3365 767 154 613 127 2598 77 55 58 122 59 823 189 49 140 634 119
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=106625 516 2230320 1572864 2 1572928 1196064 2 2 262176 2 20480
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=31
num_cat=9
split_feature=13 4 11 12 12 12 14 12 12 13 12 14 13 12 12 12 13 12 12 14 12 12 11 12 4 13 12 13 11 12
split_gain=28171.4 377367 520256 855662 672881 972325 670124 795140 2.68143e+06 534314 1.23193e+06 3.16804e+06 475613 519194 416880 414063 336734 466240 303641 449495 299538 845316 265700 262285 243542 730423 698959 872702 2.23411e+06 4.09358e+06
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 16.500000000000004 17.500000000000004 1 5.5000000000000009 6.5000000000000009 2 3.5000000000000004 3 4 5.5000000000000009 8.5000000000000018 5.5000000000000009 5 2.5000000000000004 12.500000000000002 6 7.5000000000000009 6.5000000000000009 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 7 9.5000000000000018 8 1.5000000000000002 11.500000000000002
decision_type=9 2 2 2 2 2 1 2 2 9 2 1 9 2 2 2 9 2 2 1 2 2 2 2 2 9 2 9 2 2
left_child=24 -2 3 -3 6 -6 20 -8 -9 10 11 -4 18 -14 15 16 17 -11 -12 -20 21 -5 -15 -18 -1 26 -26 28 29 -28
right_child=1 2 9 4 5 -7 7 8 -10 14 12 -13 13 22 -16 -17 23 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.035386766225515578 0.031398514553064354 9.9391367784480469 -0.14664513131846554 -2.9837515110439727 27.935639244318011 3.2208735331510887 -3.5334215581175772 19.161959122551814 0.60152173307206902 -2.8663983416557315 -6.0200539234207895 38.338212739267661 15.228563416798909 -1.2268356972523318 -0.49263075127141448 -3.9995656488444915 0.28318689118570356 3.4552660681520191 -3.4291592535765276 14.528117618560792 -4.9156878122486329 16.108507657051089 7.9974365676321639 -3.3484268281864908 2.1024600122647281 -1.9305127659603827 -45.248079223632814 -1.9496188870278326 6.2159590479551561 0.38508403087439746
leaf_weight=293106 372729 97 69 135 20 78 247 90 576 200 164 31 30 131 1961 1014 268 280 46 20 341 28 41 771 2883 918 25 1191 431 92
leaf_count=293106 372729 97 69 135 20 78 247 90 576 200 164 31 30 131 1961 1014 268 280 46 20 341 28 41 771 2883 918 25 1191 431 92
internal_value=0 0.0180882 -0.729272 0.833944 0.250971 8.2647 -0.30326 1.31248 3.10969 -1.23065 1.74896 11.7837 -0.533406 2.94357 -1.58374 -2.4347 -1.39009 0.804479 -3.56028 2.01244 -3.23019 0.2959 0.971973 -2.3887 -0.0229709 0.633879 1.14491 -0.435991 2.83746 -9.36559
internal_weight=0 379367 6638 1612 1515 98 1417 913 666 5026 532 100 432 202 4494 2533 1519 480 230 66 504 163 172 1039 298646 5540 4622 1739 548 117
internal_count=678013 379367 6638 1612 1515 98 1417 913 666 5026 532 100 432 202 4494 2533 1519 480 230 66 504 163 172 1039 298646 5540 4622 1739 548 117
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1773962 2 303616 2 8192 2049 2 1249408 69760
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=31
num_cat=9
split_feature=11 9 12 12 13 12 12 14 13 12 13 8 12 12 14 14 12 12 12 14 8 13 12 12 0 12 12 12 13 3
split_gain=30790.8 288310 424819 484756 359503 345384 1.06534e+06 2.24869e+06 290216 341361 290130 494823 7.3154e+06 6.47605e+07 8.72034e+06 1.38272e+06 6.73276e+06 3.57803e+06 666948 419590 748233 676686 988866 2.93406e+06 3.75407e+06 645261 5.85327e+06 628729 1.11113e+06 3.40762e+06
threshold=1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 15.500000000000002 0 11.500000000000002 10.500000000000002 1 2 1.5000000000000002 3 1.0000000180025095e-35 11.500000000000002 12.500000000000002 4 5 9.5000000000000018 9.5000000000000018 15.500000000000002 6 1.0000000180025095e-35 7 20.500000000000004 21.500000000000004 1.0000000180025095e-35 11.500000000000002 12.500000000000002 1.5000000000000002 8 1.0000000180025095e-35
decision_type=2 2 2 2 9 2 2 1 9 2 9 2 2 2 1 1 2 2 2 1 2 9 2 2 2 2 2 2 9 2
left_child=1 8 5 4 -4 6 -3 -8 9 -1 19 -12 15 -14 18 16 -13 -17 -15 20 27 -21 -23 24 -24 -22 -27 28 29 -10
right_child=-2 2 3 -5 -6 -7 7 -9 10 -11 11 12 13 14 -16 17 -18 -19 -20 21 25 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.44646226882610129 0.0090653503990371625 -1.4393850406194553 5.4147563734864876 -1.0788081194647041 -0.57135760202640451 -3.65767030519544 15.843705160576002 -2.1645554630769848 -0.085744088693613121 -1.5613851895341715 0.26919392377576068 0.233300498945684 188.73687023162844 -52.379519097010295 27.125673040747643 -2.0360167981518642 -48.662072686588061 27.336232733239935 -28.27448133988814 0.36376357358584666 -1.3078456200894557 -0.43170619758538475 -57.012558253606166 0.37483280714567718 0.1764911868355491 -31.829253662957086 0.37661846657194398 -0.39742150094852158 -0.86759167630037826 10.465458414168999
leaf_weight=1286 574056 3084 296 487 154 522 114 177 1011 2479 19646 164 20 24 32 270 34 49 22 32253 760 10789 24 111 22 72 261 27975 1380 439
leaf_count=1286 574056 3084 296 487 154 522 114 177 1011 2479 19646 164 20 24 32 270 34 49 22 32253 760 10789 24 111 22 72 261 27975 1380 439
internal_value=0 -0.0500806 -0.804195 1.10761 3.47381 -1.26387 -0.893632 4.89023 -0.0133042 -0.873251 0.0207383 0.356455 3.14978 28.2001 -12.9631 -1.59864 -8.16287 2.47571 -40.851 -0.0698727 -0.34496 0.133235 -0.545864 -8.42556 -29.6613 -2.91617 -6.58681 -0.253731 1.16668 3.08743
internal_weight=0 103957 4834 937 450 3897 3375 291 99123 3765 95358 20261 615 98 78 517 198 319 46 75097 31898 43199 10946 157 46 1093 333 30805 2830 1450
internal_count=678013 103957 4834 937 450 3897 3375 291 99123 3765 95358 20261 615 98 78 517 198 319 46 75097 31898 43199 10946 157 46 1093 333 30805 2830 1450
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=6160 2 2098050 1728540 2 2 2 1048600 524308
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=31
num_cat=8
split_feature=12 11 13 1 14 13 9 12 6 0 12 7 12 12 8 12 14 13 14 12 14 12 11 1 11 12 13 1 12 12
split_gain=32730.7 60222.1 262447 228159 1.88841e+06 225689 378720 220228 168706 293912 361795 1.07963e+06 124685 193540 123368 104147 92620.7 82234.1 76904.7 69935.5 69880.1 116579 165025 135343 104222 99037.1 77154.8 66986.6 66491.1 63148.3
threshold=19.500000000000004 3.5000000000000004 0 1.0000000180025095e-35 1 2 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 28.500000000000004 21.500000000000004 1.0000000180025095e-35 20.500000000000004 3 4 5 23.500000000000004 6 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 22.500000000000004 7 1.0000000180025095e-35 20.500000000000004 26.500000000000004
decision_type=2 2 9 2 1 9 2 2 2 2 2 2 2 2 2 2 1 9 1 2 1 2 2 2 2 2 9 2 2 2
left_child=-1 14 12 5 -5 6 8 -6 9 10 -4 -12 13 -3 17 -16 -17 20 -11 -9 26 22 -22 -24 25 -23 -2 -28 -25 -19
right_child=1 2 3 4 7 -7 -8 19 -10 18 11 -13 -14 -15 15 16 -18 29 -20 -21 21 24 23 28 -26 -27 27 -29 -30 -31
leaf_value=-0.0029063926929921821 0.84723556864685223 7.2701654730421126 1.4874427604675295 -22.689978714993128 11.274077178955078 -0.016131563892255462 16.22376735687256 2.4558085354891692 -1.844752850560915 1.1769585591990774 22.662189041039884 -2.5708290561040243 12.034271977164529 -1.179566813811012 0.20530478954315187 -3.2664788948523036 -11.712954730987549 0.3461626245427783 -4.9069780273437509 -3.585575033117224 -9.8699871133355543 6.3145817641055944 -0.33835799629623825 -10.796699066595599 -4.0352861198511993 -0.16179400230028543 -0.78239260011869027 -6.0122545792506301 -2.8299683433771134 -0.33733107069241153
leaf_weight=666326 384 66 70 38 25 1127 20 66 84 123 39 30 22 46 45 37 20 6918 25 27 34 33 111 22 44 83 422 26 20 1680
leaf_count=666326 384 66 70 38 25 1127 20 66 84 123 39 30 22 46 45 37 20 6918 25 27 34 33 111 22 44 83 422 26 20 1680
internal_value=0 0.165905 0.696525 0.337882 -3.30189 0.714155 2.7492 2.94174 2.09691 3.25057 6.55267 11.6913 4.79392 3.79974 0.0687939 -3.39098 -6.23015 0.104889 0.149267 0.701858 -0.674972 -1.87281 -3.56826 -2.16787 0.108748 1.68062 -0.183507 -1.0622 -7.00302 0.212365
internal_weight=0 11687 1808 1674 156 1518 391 118 371 287 139 69 134 112 9879 102 57 9777 148 93 1179 347 187 153 160 116 832 448 42 8598
internal_count=678013 11687 1808 1674 156 1518 391 118 371 287 139 69 134 112 9879 102 57 9777 148 93 1179 347 187 153 160 116 832 448 42 8598
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=569352 2 1048704 2 37003 2 2 4096
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=31
num_cat=7
split_feature=13 12 11 13 12 11 6 12 14 12 14 0 9 1 14 1 12 1 12 12 13 6 14 12 6 11 12 12 3 11
split_gain=27669.4 224041 720817 974627 1.17464e+06 2.47898e+06 3.11937e+06 8.26946e+06 1.1389e+07 1.36093e+06 2.03496e+06 1.6313e+06 2.70822e+06 1.32424e+06 797799 3.68711e+06 1.99729e+07 1.10602e+06 3.20936e+06 1.42796e+07 669343 2.29024e+06 452087 1.05728e+06 2.32389e+06 394478 392585 384915 382926 928132
threshold=0 15.500000000000002 3.5000000000000004 1 17.500000000000004 2.5000000000000004 1.0000000180025095e-35 16.500000000000004 2 16.500000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 17.500000000000004 18.500000000000004 5 1.0000000180025095e-35 6 16.500000000000004 1.0000000180025095e-35 1.5000000000000002 18.500000000000004 16.500000000000004 1.0000000180025095e-35 1.5000000000000002
decision_type=9 2 2 9 2 2 2 2 1 2 1 2 2 2 1 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 13 9 -8 -9 10 11 12 -7 22 15 20 -17 27 -19 -20 21 -4 23 -3 -25 -24 -6 -16 -5 -30
right_child=1 2 14 28 26 6 7 8 -10 -11 -12 -13 -14 -15 17 16 -18 18 19 -21 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-0.012256156338128397 0.006920306665614437 0.82428121655327935 0.68162588586167594 0.19337127978662066 -2.4025406085367456 -3.8098257269178122 1.7210589257356164 71.494202869343312 -6.4552186637089166 -2.3756360832756087 -8.4466821509249073 23.635500211301061 35.295219189187755 22.946594851949939 3.6884175076806471 -71.387451392725893 43.700235870361325 -4.5112499836512976 89.537887440557071 -8.9068726748954958 -0.60421272214363508 -29.016745028684017 -3.8089355773395965 -1.6803556004086055 -32.953477696010047 7.0482464205135003 1.9346472497250167 -2.4962400113278473 16.745190831370977 -3.3430110439010288
leaf_weight=495500 172728 175 82 5260 343 77 107 53 29 169 51 92 23 23 163 38 25 70 23 41 1764 38 54 74 35 88 533 263 46 46
leaf_count=495500 172728 175 82 5260 343 77 107 53 29 169 51 92 23 23 163 38 25 70 23 41 1764 38 54 74 35 88 533 263 46 46
internal_value=0 0.0332888 0.498788 1.00252 2.92497 5.19585 9.39564 20.0325 43.9267 4.51611 9.30913 14.0255 5.18433 -0.425688 -0.963594 -1.9203 -25.7177 2.36268 10.2866 26.4717 -1.12453 -8.05187 -1.68757 -3.99109 -11.7222 2.91946 0.23641 -0.12981 0.304669 6.70109
internal_weight=0 182513 9785 7278 1926 1050 601 189 82 412 243 192 100 449 2507 1947 63 560 134 64 1884 120 426 284 109 142 876 426 5352 92
internal_count=678013 182513 9785 7278 1926 1050 601 189 82 412 243 192 100 449 2507 1947 63 560 134 64 1884 120 426 284 109 142 876 426 5352 92
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1775834 773 2 2 2 772 2
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=31
num_cat=7
split_feature=7 13 12 12 13 14 11 11 11 11 12 12 11 12 13 11 14 12 12 13 12 11 12 11 11 14 11 11 11 12
split_gain=27590.3 108521 220692 546405 1.66543e+06 1.70729e+06 1.27564e+06 354688 284444 267338 265690 380657 570589 656618 831565 1.41072e+06 1.81286e+06 1.28642e+07 3.60244e+06 628013 680584 469057 420258 1.38763e+06 413040 343898 514246 287046 668574 281997
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 1 2 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 2.5000000000000004 8.5000000000000018 2.5000000000000004 5.5000000000000009 3 1.5000000000000002 4 6.5000000000000009 7.5000000000000009 5 3.5000000000000004 1.5000000000000002 7.5000000000000009 1.0000000180025095e-35 1.5000000000000002 6 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009
decision_type=2 9 2 2 9 1 2 2 2 2 2 2 2 2 9 2 1 2 2 9 2 2 2 2 2 1 2 2 2 2
left_child=-1 2 9 4 5 -4 -7 -8 10 -2 -5 12 13 19 15 22 17 -17 -18 20 -12 -21 23 -15 25 -16 -27 -22 -29 -26
right_child=1 -3 3 8 -6 6 7 -9 -10 -11 11 -13 -14 14 24 16 18 -19 -20 21 27 -23 -24 -25 29 26 -28 28 -30 -31
leaf_value=-0.0058949784234807942 2.7041904459095965 0.14268720620825368 -3.6055269865232091 -2.6597414505946175 -1.7724274913553959 -1.63778133392334 17.422532538363807 8.9806428548452022 0.47571393657797006 -2.9716410380125513 -3.4823650639632655 -1.240183038046073 -1.7615883724341233 16.950211107408677 12.245848197321738 61.496011352539064 -3.9113637129465739 -1.6521614922417536 20.816007959702436 1.8371150547844115 16.154729166897862 -2.9762525718177906 -9.5114569924094461 -6.8775410334269216 -7.3996193161717176 -5.0298409582863393 8.2094260864257826 -4.7661769986152649 14.972743400367532 1.1508348337809247
leaf_weight=624618 99 42134 107 616 463 61 152 74 3119 513 58 3155 890 37 31 46 192 108 85 299 44 627 55 72 108 71 50 32 37 60
leaf_count=624618 99 42134 107 616 463 61 152 74 3119 513 58 3155 890 37 31 46 192 108 85 299 44 627 55 72 108 71 50 32 37 60
internal_value=0 0.0689977 -0.206661 -0.100717 2.32058 6.99776 11.1947 14.6584 -0.31263 -2.05349 -0.681107 -0.479879 0.346709 1.27931 3.25735 5.41753 8.51221 17.2103 3.67646 -0.370564 5.02931 -1.40685 -2.38509 1.21078 -0.900409 2.84851 0.440931 9.8432 5.81846 -4.34589
internal_weight=0 53395 11261 10649 857 394 287 226 9792 612 6673 6057 2902 2012 915 595 431 154 277 1097 171 926 164 109 320 152 121 113 69 168
internal_count=678013 53395 11261 10649 857 394 287 226 9792 612 6673 6057 2902 2012 915 595 431 154 277 1097 171 926 164 109 320 152 121 113 69 168
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2110017 12288 2 4096 2 8192 2
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=31
num_cat=7
split_feature=13 1 14 12 12 11 12 12 12 11 12 12 13 12 12 12 13 12 11 13 11 13 11 12 12 12 11 12 13 12
split_gain=25628.1 127634 622581 3.99643e+06 1.97371e+07 4.2336e+06 1.16178e+06 1.13788e+06 803511 947741 1.5445e+06 1.08226e+07 1.1928e+06 1.55635e+06 1.6651e+06 1.03944e+06 2.0411e+06 1.86172e+06 2.24457e+06 1.02109e+06 866712 1.32806e+06 2.05005e+06 784213 659729 2.88262e+06 584645 790352 526789 480584
threshold=0 1.0000000180025095e-35 1 18.500000000000004 17.500000000000004 2.5000000000000004 19.500000000000004 13.500000000000002 1.5000000000000002 2.5000000000000004 17.500000000000004 18.500000000000004 2 12.500000000000002 3.5000000000000004 5.5000000000000009 3 3.5000000000000004 3.5000000000000004 4 1.5000000000000002 5 3.5000000000000004 9.5000000000000018 13.500000000000002 12.500000000000002 3.5000000000000004 15.500000000000002 6 11.500000000000002
decision_type=9 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 9 2 9 2 2 2 2 2 2 9 2
left_child=-1 -2 3 4 7 -5 -7 28 20 23 12 -12 13 14 -11 16 17 18 -14 -17 -4 22 -22 -10 25 -21 -9 -28 -3 -25
right_child=1 2 8 5 -6 6 -8 26 9 10 11 -13 15 -15 -16 19 -18 -19 -20 24 21 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=-0.01292752086548217 0.017600669247665221 0.5856942226870604 -2.1267204659026966 -4.0802155825495721 -72.807073925703008 26.260762847900391 58.596473438739785 2.5838578530897696 -3.0585716519694355 -4.9427938287908386 61.479044162525852 -4.0864429542698808 24.428749455043249 -6.0656495412190763 27.012875741625592 -4.9068359097122869 -5.1630780905264402 21.816078327013102 -5.5107111410661176 0.97898041022931293 22.977941226959231 2.2741252058803449 -12.093831062316895 6.8269678241145009 -4.1860882056128119 33.954681667204824 4.1115491712415544 25.953238169352218 -4.2069948380334043 0.15457632539314467
leaf_weight=470140 203386 433 114 40 39 25 20 144 845 22 34 97 35 36 63 419 125 92 88 183 100 192 20 137 97 31 37 30 480 509
leaf_count=470140 203386 433 114 40 39 25 20 144 845 22 34 97 35 36 63 419 125 92 88 183 100 192 20 137 97 31 37 30 480 509
internal_value=0 0.0292379 0.556792 -1.34087 -2.87071 19.5911 40.6322 -0.444097 1.28797 0.675038 2.62436 12.9306 1.49076 10.4939 18.742 0.371104 4.94155 10.5651 3.00865 -1.75251 5.33532 8.06183 15.8148 -1.05333 2.57227 5.75583 6.17441 13.8914 -1.97367 1.56962
internal_weight=0 207873 4487 1248 1163 85 45 1124 3239 2813 1322 131 1191 121 85 1070 340 215 123 730 426 312 120 1491 311 214 211 67 913 646
internal_count=678013 207873 4487 1248 1163 85 45 1124 3239 2813 1322 131 1191 121 85 1070 340 215 123 730 426 312 120 1491 311 214 211 67 913 646
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1774010 2 270336 16385 16897 10244 32769
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=31
num_cat=10
split_feature=11 12 9 13 12 12 13 7 11 14 4 11 7 11 14 12 13 14 13 11 6 11 13 11 11 0 13 7 13 11
split_gain=26480 156545 599623 2.92369e+06 4.62773e+06 528430 822858 1.6193e+06 2.96016e+06 6.39864e+06 586726 1.01243e+06 544936 613162 1.19682e+06 479822 872145 950604 572554 594313 494266 2.4647e+06 2.19077e+06 1.12727e+06 661047 1.47089e+06 1.36669e+06 1.69486e+06 1.18836e+06 1.01373e+06
threshold=2.5000000000000004 15.500000000000002 1.0000000180025095e-35 0 17.500000000000004 14.500000000000002 1 1.0000000180025095e-35 1.0000000180025095e-35 2 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3 16.500000000000004 4 5 6 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 8 1.0000000180025095e-35 9 1.5000000000000002
decision_type=2 2 2 9 2 2 9 2 2 1 2 2 2 2 1 2 9 1 9 2 2 2 9 2 2 2 9 2 9 2
left_child=1 5 15 4 -4 -1 12 10 9 -9 -8 -12 -7 14 -14 16 -3 20 19 -19 24 -22 -23 -24 25 -18 -26 -28 -27 -29
right_child=-2 2 3 -5 -6 6 7 8 -10 -11 11 -13 13 -15 -16 -17 17 18 -20 -21 21 22 23 -25 26 28 27 29 -30 -31
leaf_value=0.023683285639826152 -0.021760245477636501 -1.083955021646221 35.166611761906573 0.78978239042058895 -2.0048660711808637 1.2093003501511665 -1.4571843184364897 -2.6815203665104588 -0.75025659355110141 32.235136035023906 -2.6100278647483464 11.307783425705773 0.14600931083833851 -0.57437796663670315 -26.731565729777021 -0.12495897917104226 -2.1838042161584674 -2.9225434287119723 -0.77907560014326638 9.3695890168012195 -1.6294010283290477 -1.8912553876511595 3.8823383756752672 12.386509368896485 4.9569538285524732 8.2358090619135176 -2.4009621806608568 -3.3525362968444825 -2.2799932511921588 15.685566535863011
leaf_weight=325557 306717 1975 68 1589 66 2859 9794 113 464 98 112 98 37 168 30 21643 308 59 2146 118 552 225 232 475 461 527 1258 41 135 88
leaf_count=325557 306717 1975 68 1589 66 2859 9794 113 464 98 112 98 37 168 30 21643 308 59 2146 118 552 225 232 475 461 527 1258 41 135 88
internal_value=0 0.0179451 0.229502 2.04403 15.6876 -0.00198421 -0.608695 -1.02422 3.71543 13.5357 -1.34504 3.88495 0.826144 -3.80017 -11.8887 0.126125 0.758009 1.30679 -0.321354 4.99028 2.18899 3.66605 6.80241 9.46206 1.41115 3.52517 0.30151 -1.27239 6.18131 9.6347
internal_weight=0 371296 31966 1723 134 339330 13773 10679 675 211 10004 210 3094 235 67 30243 8600 6625 2323 177 4302 1484 932 707 2818 970 1848 1387 662 129
internal_count=678013 371296 31966 1723 134 339330 13773 10679 675 211 10004 210 3094 235 67 30243 8600 6625 2323 177 4302 1484 932 707 2818 970 1848 1387 662 129
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1572864 2515201 2 2 628742 2 16512 147657 139265 16
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=31
num_cat=11
split_feature=12 12 13 6 11 14 12 14 11 1 12 14 12 12 0 6 13 11 14 12 12 12 11 14 11 13 13 14 13 8
split_gain=25776 56605 541591 1.63708e+06 4.52249e+06 1.09774e+07 2.06133e+07 1.57324e+06 282052 892253 1.51736e+06 250705 309356 248202 262427 231953 1.29463e+06 3.22518e+06 5.58619e+06 1.02222e+07 1.65606e+06 779808 1.14609e+06 1.47419e+06 721147 564884 549399 646611 450197 1.26791e+06
threshold=19.500000000000004 16.500000000000004 0 1.0000000180025095e-35 2.5000000000000004 1 17.500000000000004 2 4.5000000000000009 1.0000000180025095e-35 17.500000000000004 3 17.500000000000004 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4 3.5000000000000004 5 17.500000000000004 17.500000000000004 17.500000000000004 2.5000000000000004 6 3.5000000000000004 7 8 9 10 1.0000000180025095e-35
decision_type=2 2 9 2 2 1 2 1 2 2 2 1 2 2 2 2 9 2 1 2 2 2 2 1 2 9 9 1 9 2
left_child=1 -1 3 -3 7 6 -6 -5 15 11 -11 12 -10 14 -14 28 17 -17 19 -19 -20 22 26 24 -24 -25 27 -18 29 -4
right_child=-2 2 8 4 5 -7 -8 -9 9 10 -12 -13 13 -15 -16 16 21 18 20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0031411972427928137 0.14722146866561006 -0.45424833073013132 2.1592337992850772 -21.324664001464846 99.839222378200958 -17.751443506542007 -15.748326223867913 8.423418706655502 -4.2087458790540699 3.0249705723353797 -34.153956404976228 -9.665419082641602 10.878968438735376 -2.2171131699173539 -0.52234182646780303 0.3326517252105376 -1.7239542851664806 62.089636276245123 -25.03386753016505 -4.4060617347096294 8.4784917068481445 -0.15104189580787508 -10.492773538042409 6.0328700331390888 -4.1504147713769699 -2.4992212293304017 -1.3629853556907341 13.41045489475645 -0.044799684466788052 27.805285308474584
leaf_weight=641559 11687 435 235 40 36 38 27 32 100 21 23 30 52 54 33 905 55 50 29 43 30 3349 387 112 334 204 1815 58 16219 21
leaf_count=641559 11687 435 235 40 36 38 27 32 100 21 23 30 52 54 33 905 55 50 29 43 30 3349 387 112 334 204 1815 58 16219 21
internal_value=0 -0.00258548 -0.150928 2.77252 11.0463 24.6975 50.3017 -8.10329 -0.225556 -3.20802 -16.4095 -1.04867 0.0329305 3.0845 6.45258 -0.186503 -0.652777 2.57211 16.075 31.3443 -7.99368 -1.19482 -2.37782 -5.0586 -7.5547 0.636635 -0.935923 5.55276 0.0221109 4.10275
internal_weight=0 666326 24767 608 173 101 63 72 24159 313 44 269 239 139 85 23846 7371 1057 152 93 59 6314 2965 1037 721 316 1928 113 16475 256
internal_count=678013 666326 24767 608 173 101 63 72 24159 313 44 269 239 139 85 23846 7371 1057 152 93 59 6314 2965 1037 721 316 1928 113 16475 256
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=262 2 2 2 38920 2 2 131201 16385 2 576
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=31
num_cat=12
split_feature=12 12 13 10 11 14 6 13 14 14 13 11 11 11 11 13 6 13 14 11 11 11 11 13 0 13 14 11 2 11
split_gain=24691.2 222804 1.43782e+06 1.5606e+06 6.44519e+06 1.30595e+06 1.14689e+06 1.9436e+06 1.20013e+06 1.0516e+06 1.49817e+06 2.78834e+06 2.59738e+06 845314 731608 1.14342e+06 2.08483e+06 1.834e+06 3.04316e+06 1.2961e+06 4.70294e+06 1.73417e+06 1.08065e+06 1.04995e+06 1.29118e+06 5.01114e+06 6.78643e+06 714534 1.12748e+06 706524
threshold=3.5000000000000004 4.5000000000000009 0 1.0000000180025095e-35 3.5000000000000004 1 1.0000000180025095e-35 2 3 4 5 1.5000000000000002 2.5000000000000004 1.5000000000000002 3.5000000000000004 6 1.0000000180025095e-35 7 8 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 2.5000000000000004 9 1.0000000180025095e-35 10 11 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004
decision_type=2 2 9 2 2 1 2 9 1 1 9 2 2 2 2 9 2 9 1 2 2 2 2 9 2 9 1 2 2 2
left_child=-1 2 3 6 9 -6 -2 8 13 -5 11 -11 -13 -8 15 16 27 18 -18 -20 -21 -22 -17 24 -16 26 -26 -4 -29 -15
right_child=1 -3 14 4 5 -7 7 -9 -10 10 -12 12 -14 29 23 22 17 -19 19 20 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.02591305819996545 1.1182953242198936 -0.0095362415803474255 -0.0049023928901000234 -2.5546325211202627 14.825344158670177 31.99926944308811 -4.5611185550689699 -1.5576657983226889 0.80313848721275449 -0.19038562172337584 -1.3801648428273756 38.323506826724646 2.2436899662017824 12.387687348537758 0.60399015328318806 -0.64582632414180707 -0.55912287846909769 1.3259084422692728 -0.69633271066766045 52.246630986531585 1.4836519485864885 21.702446336643671 -3.0326750479012037 -1.4610665398954474 25.438071141536767 -2.0215782920859868 -3.0821404111558115 -2.7152543721278071 14.689789320293228 0.3552512317407327
leaf_weight=238408 13971 396113 4285 429 115 72 46 4215 642 95 205 53 32 244 4365 5278 191 1429 38 36 78 93 2961 1904 211 457 138 1810 38 61
leaf_count=238408 13971 396113 4285 429 115 72 46 4215 642 95 205 53 32 244 4365 5278 191 1429 38 36 78 93 2961 1904 211 457 138 1810 38 61
internal_value=0 0.0140536 0.228904 0.846641 4.69635 21.4378 0.646156 -0.620405 3.34005 0.85035 4.64447 10.9729 24.7405 8.07537 -0.306072 -0.675997 0.176356 3.10438 8.70331 16.2795 19.3958 12.4798 -1.50181 0.542467 1.28053 4.96032 13.7663 -0.713746 -2.35736 9.9812
internal_weight=0 439605 43492 20180 1001 187 19179 5208 993 814 385 180 85 351 23312 16237 7998 1865 436 245 207 171 8239 7075 5171 806 349 6133 1848 305
internal_count=678013 439605 43492 20180 1001 187 19179 5208 993 814 385 180 85 351 23312 16237 7998 1865 436 245 207 171 8239 7075 5171 806 349 6133 1848 305
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=918192 2 786592 2 2 16 2144520 8448 2 1048647 1048580 2
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=31
num_cat=6
split_feature=13 2 11 11 13 12 12 13 12 12 14 12 12 12 12 12 12 12 12 12 14 12 12 12 12 12 12 14 12 11
split_gain=27723.9 242103 786557 3.29611e+06 6.08045e+06 2.49802e+07 6.71458e+07 2.23557e+06 1.61417e+06 1.68336e+06 1.74526e+06 1.01142e+06 675209 2.6261e+06 1.58174e+06 1.48019e+06 625286 579999 776666 3.84295e+06 958440 1.14468e+06 6.43943e+06 311795 277093 1.02392e+06 379735 1.3252e+06 267042 252910
threshold=0 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1 8.5000000000000018 6.5000000000000009 2 2.5000000000000004 12.500000000000002 3 10.500000000000002 8.5000000000000018 7.5000000000000009 9.5000000000000018 4.5000000000000009 6.5000000000000009 1.5000000000000002 11.500000000000002 12.500000000000002 4 9.5000000000000018 7.5000000000000009 1.0000000180025095e-35 5.5000000000000009 9.5000000000000018 6.5000000000000009 5 13.500000000000002 1.5000000000000002
decision_type=9 2 2 2 9 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2
left_child=1 -1 3 17 5 6 -5 24 -9 10 -10 -7 13 15 -14 -6 -12 23 20 -20 21 22 -19 -3 -4 26 -26 -28 -16 -22
right_child=-2 2 7 4 12 11 -8 8 9 -11 16 -13 14 -15 28 -17 -18 18 19 -21 29 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.024343810423792685 -0.0097654174735901361 1.3115833301170201 -1.5326021704640422 -5.9016066248823957 -7.0057176360958513 -28.010866069793703 202.02952398681643 10.344559603152069 -42.292637091212811 3.8030886001586914 -1.2236433174299157 -3.266949286550846 29.435586929321289 -32.17669245856149 -5.4318506377083917 19.357784473194798 -24.805092608928682 -2.1447545704776294 42.702876957980067 -2.0711508499695954 2.5622889092298062 0.77662320137023932 -60.948566040039069 13.105023386478425 16.853105054582869 -0.62716135542946772 13.917300189834044 -6.2090249250332512 6.5478040504455564 -3.3549584794725691
leaf_weight=126010 549949 51 286 41 57 24 25 23 36 25 23 53 22 28 49 34 22 73 22 149 123 56 25 40 42 383 83 54 30 175
leaf_count=126010 549949 51 286 41 57 24 25 23 36 25 23 53 22 28 49 34 22 73 22 149 123 56 25 40 42 383 83 54 30 175
internal_value=0 0.0418949 1.11883 2.98265 10.7414 25.9043 72.8602 -0.935759 -12.6862 -18.8803 -25.8814 -10.9793 -0.279358 -5.39587 5.72135 2.84438 -12.7524 -0.961895 -2.05118 3.68925 -4.22289 -10.6285 -17.1457 6.49551 0.989688 2.29088 8.53452 5.9843 -0.882615 -0.912605
internal_weight=0 128064 2054 1077 363 143 66 977 129 106 81 77 220 119 101 91 45 714 623 171 452 154 98 91 848 562 179 137 79 298
internal_count=678013 128064 2054 1077 363 143 66 977 129 106 81 77 220 119 101 91 45 714 623 171 452 154 98 91 848 562 179 137 79 298
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2408449 16384 32769 2 2 2
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=31
num_cat=2
split_feature=13 14 12 12 11 3 11 11 11 10 11 6 12 0 12 3 0 12 12 12 12 12 11 0 12 3 12 12 6 3
split_gain=27198.5 210488 743546 2.41698e+06 3.3399e+06 2.81065e+06 2.09531e+06 7.01467e+06 661472 524666 513782 1.04609e+06 1.33079e+06 849248 2.4344e+06 521864 472407 639281 736103 364710 891319 979890 280098 276012 271063 256050 173690 279252 1.38239e+06 331246
threshold=0 1 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 10.500000000000002 6.5000000000000009 4.5000000000000009 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 9.5000000000000018 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 4 6 -6 7 -4 10 16 11 23 -13 15 -15 -12 -10 -18 -19 20 21 -17 -1 25 -25 -5 27 29 -29 -3
right_child=-2 26 3 8 5 -7 -8 -9 9 -11 13 12 -14 14 -16 19 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.73944680247988026 -0.0016484189448223387 -3.3343456324255261 -1.7176599400384085 3.7676768928945785 -7.2567955937878841 27.405474046439181 -12.234533953348796 58.91371725331183 -4.3126414085324871 10.087082183361055 -3.6759416432607743 -4.2874314943949381 30.182983156045278 40.184546788533531 -3.2178024768829347 0.84199137453173023 -5.8429869842529305 21.443151908085266 -3.14045896984282 14.718908588306324 -8.4596347542696222 21.137104719113083 -3.2688254793460816 -17.644903273809526 -2.6154048962252485 -2.7425549996865763 -2.9682517040206728 -1.8234422157738956 17.721503463745119 0.15697018110833202
leaf_weight=280 673497 342 112 83 29 121 75 23 482 32 84 21 24 24 28 61 40 29 21 37 43 39 462 21 28 222 249 131 50 1323
leaf_count=280 673497 342 112 83 29 121 75 23 482 32 84 21 24 24 28 61 40 29 21 37 43 39 462 21 28 222 249 131 50 1323
internal_value=0 0.244315 0.879939 2.04496 9.3074 20.7041 1.16689 8.61213 0.0627918 -2.37372 2.12104 -0.264533 14.0968 5.13321 16.8141 2.83244 -3.07082 3.5798 11.118 5.86969 3.58003 8.75709 -1.75627 -2.09013 -9.05662 -0.970918 -0.489053 -0.154643 3.57571 -0.560165
internal_weight=0 4516 2421 1679 360 150 210 135 1319 604 715 399 45 316 52 264 572 90 50 180 143 100 742 354 49 305 2095 1846 181 1665
internal_count=678013 4516 2421 1679 360 150 210 135 1319 604 715 399 45 316 52 264 572 90 50 180 143 100 742 354 49 305 2095 1846 181 1665
cat_boundaries=0 1 2
cat_threshold=2097152 2
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=31
num_cat=10
split_feature=12 13 9 13 14 11 13 11 14 3 13 11 6 13 13 14 9 11 11 8 11 1 11 8 11 13 11 6 1 11
split_gain=23667.4 795005 614773 9.10758e+06 2.01337e+07 528584 1.52243e+06 3.07198e+06 1.70988e+06 2.64976e+06 869155 1.53634e+06 812392 671259 572129 501045 1.37058e+06 1.03841e+06 1.50948e+06 652123 925178 604725 696162 539335 3.89897e+06 744727 3.8314e+06 5.98796e+06 1.02472e+06 2.51693e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 2 1.5000000000000002 3 1.0000000180025095e-35 4 1.0000000180025095e-35 5 3.5000000000000004 1.0000000180025095e-35 6 7 8 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 9 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004
decision_type=2 9 2 9 1 2 9 2 1 2 9 2 2 9 9 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=1 15 5 4 -4 6 7 -3 9 -9 11 -7 -10 -8 -13 16 19 18 -18 21 -21 -1 -23 25 -25 26 28 -28 -17 -30
right_child=-2 2 3 -5 -6 10 13 8 12 -11 -12 14 -14 -15 -16 23 17 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.67897658565116759 -0.0057062709045168081 -1.5733831184616418 86.227438280059076 -2.4860630563942787 -3.5309361241757871 -1.5689485981414117 -1.2184743051636195 -2.9042906530972186 1.8852636799059415 31.999568272733143 0.41488914274149225 1.5870779037224443 20.761501439412438 1.2475932714760505 -2.3828660137915727 -0.27750130033565623 -0.23231648796548449 -1.1065576917246769 -25.828364755213261 -0.30500458162658073 -14.653285208295088 -21.166589047831877 -1.941545740266641 -3.101828699950214 21.820051644065163 -1.110790983118833 5.1299168936411546 45.557573600437337 1.7413952621920357 30.149136432848479
leaf_weight=5998 620274 233 41 488 64 6640 1457 29 95 87 24325 2838 30 4470 408 4599 36 76 64 98 83 31 48 219 88 4756 180 46 174 38
leaf_count=5998 620274 233 41 488 64 6640 1457 29 95 87 24325 2838 30 4470 408 4599 36 76 64 98 83 31 48 219 88 4756 180 46 174 38
internal_value=0 0.061231 0.296265 3.49289 28.7769 0.249662 1.08371 6.47745 14.5298 23.2736 0.0936093 -0.696631 6.41556 0.640343 1.08563 -0.524368 -1.2144 -9.91748 -16.6138 -0.969635 -6.8846 -0.793461 -9.48555 -0.0853159 4.0419 -0.2147 0.632351 13.3586 0.0358432 6.83335
internal_weight=0 57739 41205 593 105 40612 6401 474 241 116 34211 9886 125 5927 3246 16534 6434 176 100 6258 181 6077 79 10100 307 9793 5037 226 4811 212
internal_count=678013 57739 41205 593 105 40612 6401 474 241 116 34211 9886 125 5927 3246 16534 6434 176 100 6258 181 6077 79 10100 307 9793 5037 226 4811 212
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=123568 1048576 2 2048 2 3147776 262411 1048576 2 73776
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=31
num_cat=10
split_feature=11 12 13 7 12 14 13 12 12 11 13 12 14 12 12 13 0 13 12 14 11 12 11 13 12 13 11 11 12 11
split_gain=25848.6 158429 905811 1.13012e+06 2.32361e+06 2.43643e+06 6.47746e+06 7.75507e+06 7.23301e+06 2.09325e+07 1.55577e+06 975230 974510 941867 869056 754517 1.11623e+06 1.98495e+06 2.14504e+06 7.65007e+06 2.51415e+06 7.78435e+06 4.6461e+06 1.80858e+06 1.19183e+06 1.16514e+06 1.09138e+06 1.05608e+06 1.00237e+06 961749
threshold=2.5000000000000004 8.5000000000000018 0 1.0000000180025095e-35 13.500000000000002 1 2 9.5000000000000018 12.500000000000002 1.5000000000000002 3 10.500000000000002 4 14.500000000000002 11.500000000000002 5 1.0000000180025095e-35 6 6.5000000000000009 7 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 8 6.5000000000000009 9 1.5000000000000002 1.5000000000000002 7.5000000000000009 1.5000000000000002
decision_type=2 2 9 2 2 1 9 2 2 2 9 2 1 2 2 9 2 9 2 1 2 2 2 9 2 9 2 2 2 2
left_child=1 15 3 12 5 6 7 -5 11 -10 -7 -9 14 -6 -3 16 -1 24 -19 20 21 -20 -22 -24 -18 -21 -27 28 -26 -17
right_child=-2 2 -4 4 13 10 -8 8 9 -11 -12 -13 -14 -15 -16 29 17 18 19 25 22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.050528558171519827 -0.021493937110724365 -2.2218097820003311 0.22250802165206618 57.612505747477215 -8.4020752314365268 6.6493364434872042 -1.5172800991593338 -6.2191280509486342 111.51192051814154 -4.3252594776642637 -2.7907897926168519 8.4444078494762547 0.055623916247379959 -0.51860988085437854 -0.58727521167226138 0.084912092159146732 0.24046189094402257 1.0964606891603588 56.077619194984436 -3.5394528145418436 -3.0394400207363832 0.23201929972721982 2.6961995942252024 17.861364616269555 -14.40843799239711 -2.1463329246141254 7.3461459572635484 -1.5574579185787618 -2.5680496441876448 -0.44369956196473875
leaf_weight=72303 306717 4821 118617 45 198 255 318 66 26 39 502 145 13495 646 10000 68640 3404 5891 48 593 196 52 116 419 152 221 268 651 135 69034
leaf_count=72303 306717 4821 118617 45 198 255 318 66 26 39 502 145 13495 646 10000 68640 3404 5891 48 593 196 52 116 419 152 221 268 651 135 69034
internal_value=0 0.0177351 0.0974443 -0.387993 1.77413 4.27843 8.8255 18.5413 12.8428 42.0096 0.440145 3.85771 -0.55917 -2.36805 -1.11896 -0.0357958 0.199516 1.08658 2.03861 4.95057 12.1664 27.0379 10.132 14.9575 -0.62779 -0.59137 2.99484 -3.78537 -8.83892 -0.180137
internal_weight=0 371296 149173 30556 2240 1396 639 321 276 65 757 211 28316 844 14821 222123 84449 12146 7804 1913 831 100 731 535 4342 1082 489 938 287 137674
internal_count=678013 371296 149173 30556 2240 1396 639 321 276 65 757 211 28316 844 14821 222123 84449 12146 7804 1913 831 100 731 535 4342 1082 489 938 287 137674
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=633092 2 35072 589824 2 1633028 540676 2 40960 1089536
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=31
num_cat=10
split_feature=11 9 12 12 13 12 14 12 12 14 13 13 6 12 12 10 13 12 12 13 14 13 1 12 13 12 2 12 12 12
split_gain=34479.1 241710 331517 426265 301480 283121 799644 280027 865430 1.82825e+06 251335 223829 358697 283775 2.20525e+06 245848 218644 187435 210168 186439 181591 1.48258e+06 3.48488e+06 2.23629e+07 1.47354e+06 1.41535e+06 2.80606e+06 6.22724e+06 7.06334e+06 1.2941e+06
threshold=1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 15.500000000000002 0 14.500000000000002 1 11.500000000000002 10.500000000000002 2 3 4 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 1.0000000180025095e-35 5 2.5000000000000004 5.5000000000000009 6 7 8 1.0000000180025095e-35 4.5000000000000009 9 15.500000000000002 1.0000000180025095e-35 17.500000000000004 16.500000000000004 15.500000000000002
decision_type=2 2 2 2 9 2 1 2 2 1 9 9 2 2 2 2 9 2 2 9 1 9 2 2 9 2 2 2 2 2
left_child=1 11 7 4 5 -4 -7 8 10 -10 -3 12 15 14 -14 -1 -9 -12 -19 -5 21 25 24 -24 29 -13 -27 28 -28 -23
right_child=-2 2 3 19 -6 6 -8 16 9 -11 17 20 13 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.73537645178127198 0.009615239710305706 -3.1794521128978488 2.2379522911407661 -2.4929465331797935 -0.53824839926347501 2.2781981410750425 17.912294769287112 -4.7911478622614991 14.273425082156534 -1.9643036051374456 -2.6389639267782949 -0.87247632711762757 -1.5686319204477164 -1.2657059958310632 -34.646467646598815 9.9417126048694957 -0.43311640442907812 0.97084017572803194 -1.1773253267753625 1.5395782803901885 0.11436629687169482 -5.0375738445497964 104.30786269505819 -1.9789224177335218 0.90932015881453521 0.57982790195406453 6.5124581019083667 -1.9619316803614302 84.062924592391312 6.6111924122680321
leaf_weight=1092 574056 575 159 317 154 83 54 332 114 177 482 23889 104 123 25 22 190 691 1336 170 56758 717 24 113 10834 5190 24 75 23 110
leaf_count=1092 574056 575 159 317 154 83 54 332 114 177 482 23889 104 123 25 22 190 691 1336 170 56758 717 24 113 10834 5190 24 75 23 110
internal_value=0 -0.052973 -0.743458 0.945407 3.16426 4.94179 8.44054 -1.14953 -0.816156 4.39687 -1.30805 -0.0192997 -1.28582 -4.70231 -7.97907 -0.524518 -3.30497 -0.863055 -0.44502 -1.10487 -0.00147031 -0.161832 0.783852 16.6407 0.59823 -0.543996 0.932212 15.923 44.4627 -3.44649
internal_weight=0 103957 4834 937 450 296 137 3897 3375 291 3084 99123 1366 252 129 1114 522 2509 2027 487 97757 40999 11798 137 11661 29201 5312 122 47 827
internal_count=678013 103957 4834 937 450 296 137 3897 3375 291 3084 99123 1366 252 129 1114 522 2509 2027 487 97757 40999 11798 137 11661 29201 5312 122 47 827
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=6160 2 2 1204230 384 16 4112 2 3475483 32
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=31
num_cat=9
split_feature=11 13 12 13 12 4 12 12 13 6 14 12 12 13 7 3 12 13 12 0 14 12 0 12 1 13 3 6 13 12
split_gain=28013.9 225982 337719 485227 359192 739490 1.35897e+06 626193 1.7935e+06 1.03399e+06 1.77212e+06 2.39508e+06 442960 498365 666268 408046 680104 332585 610791 4.3315e+06 2.55233e+06 494103 343822 553070 337720 319642 315011 313695 600711 631106
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 2 1.0000000180025095e-35 3 5.5000000000000009 3.5000000000000004 4 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 5 7.5000000000000009 1.0000000180025095e-35 6 16.500000000000004 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 7 1.0000000180025095e-35 1.0000000180025095e-35 8 1.5000000000000002
decision_type=2 9 2 9 2 2 2 2 9 2 1 2 2 9 2 2 2 9 2 2 1 2 2 2 2 9 2 2 9 2
left_child=1 2 3 -1 5 7 -7 12 15 -10 11 -11 27 26 25 -9 -17 21 19 24 -21 22 -6 -24 -19 -15 -14 -4 29 -29
right_child=-2 -3 4 -5 17 6 -8 8 9 10 -12 -13 13 14 -16 16 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=2.4384601180407119 0.0086537253521527784 0.038423595601330802 -1.0528844118863139 -0.29618968091215087 -0.99182039487182649 25.810682378496445 1.8488617878334197 16.478775546425268 -1.7930933324000571 -3.6056876891698595 -3.0482469122488425 -28.633802225748695 -3.0459123818770699 3.4577423284342004 10.976155368580539 -5.5644929885864265 17.583712820573286 -0.66923293319115285 -0.026848530979434126 29.17266905249619 6.3210797207414622 3.9583899345583546 -15.543153610229494 -3.0921560088070956 -12.51338119506836 -0.47171049507296819 1.1354641198436533 7.7145985050931003 -2.2631222188013074 0.70777602824899888
leaf_weight=1041 574056 77487 7202 1696 1330 28 153 57 1876 78 364 75 368 445 85 30 22 650 8476 82 121 167 40 330 25 382 353 183 379 432
leaf_count=1041 574056 77487 7202 1696 1330 28 153 57 1876 78 364 75 368 445 85 30 22 650 8476 82 121 167 40 330 25 382 353 183 379 432
internal_value=0 -0.0477622 -0.29996 0.751744 -0.421373 -0.78979 5.55566 -0.882931 -2.29536 -2.87232 -6.84399 -15.8744 -0.523394 0.980562 2.51772 9.74115 4.22898 -0.0105697 0.232978 2.74393 15.5518 -1.22547 -1.74192 -4.43821 -1.10791 1.67879 -0.985057 -0.823047 0.84223 2.74805
internal_weight=0 103957 26470 2737 23733 12512 181 12331 2502 2393 517 153 9829 1633 912 109 52 11221 9354 878 203 1867 1700 370 675 827 721 8196 994 615
internal_count=678013 103957 26470 2737 23733 12512 181 12331 2502 2393 517 153 9829 1633 912 109 52 11221 9354 878 203 1867 1700 370 675 827 721 8196 994 615
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=3826566 3670016 4 2 1180036 1048836 2 2629632 155904
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=31
num_cat=2
split_feature=13 14 12 12 11 3 11 11 11 10 11 6 12 12 0 0 12 12 3 12 11 12 12 0 12 3 12 12 6 12
split_gain=26643.1 179320 599229 1.97781e+06 2.67038e+06 2.27662e+06 1.71743e+06 5.6407e+06 547553 424979 407093 866282 1.0566e+06 783946 2.18501e+06 382650 517817 596244 316969 347560 1.04632e+06 930674 251857 234438 231704 206635 143640 224765 1.12088e+06 295300
threshold=0 1 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 10.500000000000002 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 9.5000000000000018 6.5000000000000009 1.0000000180025095e-35 4.5000000000000009
decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 4 6 -6 7 -4 10 15 11 23 -13 14 18 -10 -17 -18 -12 -20 -21 -22 -1 25 -25 -5 27 29 -29 -3
right_child=-2 26 3 8 5 -7 -8 -9 9 -11 13 12 -14 -15 -16 16 17 -19 19 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.44365065291870476 -0.0016173697324073017 -0.0026828232377055562 -1.3575399126325336 3.4575313519282513 -6.530223024302515 24.665805532912579 -10.967966108957928 53.012605882727591 -3.8804840966378999 9.0792670130729682 -2.1900671282681552 -3.4818243480864028 27.232936890920001 -3.7099972288292578 36.184979057312013 -5.2577951431274421 19.299730077283137 -2.8255198524111798 0.78790748471119365 -9.1390037536621094 30.481789834158764 7.160122541947799 -3.2508730075467174 -16.191556276593889 -2.2959857140268602 -2.3908537366368749 -2.6895984738945486 -1.6459536630347487 15.953462509155273 -4.0991087427139288
leaf_weight=344 673497 1465 112 83 29 121 75 23 482 32 55 21 24 83 24 40 29 21 61 21 28 44 398 21 28 222 249 131 50 200
leaf_count=344 673497 1465 112 83 29 121 75 23 482 32 55 21 24 83 24 40 29 21 61 21 28 44 398 21 28 222 249 131 50 200
internal_value=0 0.241821 0.828539 1.8744 8.44398 18.6346 1.16499 7.90552 0.0813419 -2.13545 1.95399 -0.169505 12.8994 4.63524 7.608 -2.76285 3.22272 10.0071 4.32644 6.65376 10.5013 16.2297 -1.53805 -1.8308 -8.25123 -0.799326 -0.43504 -0.130931 3.21576 -0.494746
internal_weight=0 4516 2421 1679 360 150 210 135 1319 604 715 399 45 316 233 572 90 50 209 154 93 72 742 354 49 305 2095 1846 181 1665
internal_count=678013 4516 2421 1679 360 150 210 135 1319 604 715 399 45 316 233 572 90 50 209 154 93 72 742 354 49 305 2095 1846 181 1665
cat_boundaries=0 1 2
cat_threshold=2097152 2
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=31
num_cat=12
split_feature=11 3 13 12 11 12 14 12 13 14 12 11 12 12 13 12 12 13 14 11 13 14 12 11 13 11 11 14 13 12
split_gain=25217.3 152221 1.08237e+06 1.79043e+06 1.51827e+06 2.14357e+06 2.34666e+06 1.51363e+06 1.98068e+06 7.48644e+06 2.34785e+07 1.45166e+07 1.05237e+06 6.03496e+06 1.03231e+06 996756 3.45919e+06 5.34527e+06 3.97209e+06 1.93455e+06 1.3792e+06 5.33788e+06 5.62119e+06 1.14425e+06 780887 1.48085e+06 825091 1.78429e+06 4.0005e+06 1.96537e+07
threshold=2.5000000000000004 1.0000000180025095e-35 0 2.5000000000000004 3.5000000000000004 1.5000000000000002 1 4.5000000000000009 2 3 5.5000000000000009 3.5000000000000004 8.5000000000000018 7.5000000000000009 4 6.5000000000000009 7.5000000000000009 5 6 3.5000000000000004 7 8 9.5000000000000018 3.5000000000000004 9 3.5000000000000004 3.5000000000000004 10 11 2.5000000000000004
decision_type=2 2 9 2 2 2 1 2 9 1 2 2 2 2 9 2 2 9 1 2 9 1 2 2 9 2 2 1 9 2
left_child=-1 -2 3 4 -3 -6 14 24 9 -9 11 -11 13 -12 -7 -5 17 18 19 -17 -18 23 -23 -22 25 -4 27 -26 29 -29
right_child=1 2 7 15 5 6 -8 8 -10 10 12 -13 -14 -15 -16 16 20 -19 -20 -21 21 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.01753512260191362 -0.066220750132385195 -0.96071897937853046 -3.1954772353527447 -2.7554660545882927 0.19235425904902675 10.903196572628849 -0.33874664517764708 -0.63120986288653036 0.94819045798902168 99.222056548449473 -3.9635564273165671 8.9608209337506981 -5.8413085158153244 47.357127532958991 2.900375918518725 18.874847523082387 -0.86410998523796412 -3.982228882240527 -3.643056208912919 44.638396939923695 15.056788191684456 -1.4432982833297165 -63.399306344985966 -6.1028974797990587 -0.19994862547146783 0.64505255059166988 -0.13970151108222559 0.91750709628397298 0.26061636722453091 21.1523071026884
leaf_weight=371296 217810 5499 2014 4520 3539 521 511 583 9546 49 97 28 93 30 268 55 1371 155 41 62 43 27 32 63 11984 2002 35217 2739 7236 582
leaf_count=371296 217810 5499 2014 4520 3539 521 511 583 9546 49 97 28 93 30 268 55 1371 155 41 62 43 27 32 63 11984 2002 35217 2739 7236 582
internal_value=0 -0.021212 0.0890533 -0.63606 0.176103 1.46798 4.94062 0.256896 1.37145 5.88516 18.8747 66.3998 2.24094 8.15944 8.35982 -1.95534 0.00061696 9.58231 21.7639 32.5273 -1.9519 -10.3131 -35.0466 2.48075 0.0688279 -1.27777 0.162652 0.635107 1.58304 4.45022
internal_weight=0 306717 88907 16707 10338 4839 1300 72200 10426 880 297 77 220 127 789 6369 1849 313 158 117 1536 165 59 106 61774 4016 57758 22541 10557 3321
internal_count=678013 306717 88907 16707 10338 4839 1300 72200 10426 880 297 77 220 127 789 6369 1849 313 158 117 1536 165 59 106 61774 4016 57758 22541 10557 3321
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=142176 2 16392 2 131072 131072 2 141568 2 16400 2 3145736
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=31
num_cat=9
split_feature=13 12 9 13 14 7 11 13 10 11 6 11 13 0 6 14 6 12 12 13 11 11 12 11 13 11 12 13 11 12
split_gain=28426.7 216748 984430 6.87391e+06 1.63107e+07 582321 515146 879716 800722 538113 2.39472e+06 2.22057e+06 414163 2.73333e+06 811817 384224 1.35677e+06 4.67717e+06 5.15367e+06 1.57629e+07 1.447e+07 1.30747e+07 2.71763e+06 9.85621e+06 2.03342e+07 4.19808e+07 6.96955e+07 1.46775e+06 4.27604e+06 4.2734e+06
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1 2 1.0000000180025095e-35 3.5000000000000004 3 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 13.500000000000002 14.500000000000002 6 3.5000000000000004 1.5000000000000002 11.500000000000002 1.5000000000000002 7 1.0000000180025095e-35 12.500000000000002 8 2.5000000000000004 16.500000000000004
decision_type=9 2 2 9 1 2 2 9 2 2 2 2 9 2 2 1 2 2 2 9 2 2 2 2 9 2 2 9 2 2
left_child=1 2 5 4 -4 6 7 9 12 10 -1 -12 13 14 -8 16 -3 22 19 20 21 -19 -18 24 25 -24 -27 28 -20 -30
right_child=-2 15 3 -5 -6 -7 8 -9 -10 -11 11 -13 -14 -15 -16 -17 17 18 27 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.33107324811414041 0.016747562600289711 -0.0050652499325785152 77.609044051751866 -2.6952794561876314 -3.1792862668633464 -1.8029390067965896 5.1427426395208942 0.59537307222601699 -5.95372662234616 -1.334170212436155 1.6902405523484754 29.427815062911424 1.1561351614948137 40.955586643218993 -10.740543776292068 0.079094848531552631 -0.99724403140360041 -4.3306783256801316 -17.386035224914551 -4.9687495055112869 -1.1685075688894571 29.892339427791427 3.6777677435623972 -1.9471509549832533 -3.0619928725689736 5.904262767118567 -185.68632244731106 -0.58894271101204532 3.2886672029591573 36.93706600001601
leaf_weight=1445 406652 103221 41 311 64 1404 184 10823 154 5292 62 54 4970 20 39 115905 16873 141 50 768 403 536 76 3286 359 34 43 4643 99 61
leaf_count=1445 406652 103221 41 311 64 1404 184 10823 154 5292 62 54 4970 20 39 115905 16873 141 50 768 403 536 76 3286 359 34 43 4643 99 61
internal_value=0 -0.0250442 0.256361 5.08008 25.9 0.174279 0.29475 0.0342127 1.15282 -0.851659 0.778665 14.6026 1.36276 5.32212 2.36495 -0.0534291 -0.171048 -0.796975 1.4989 5.993 13.7071 22.7647 -1.54124 -3.958 -16.8635 -46.0384 -101.088 -0.212428 7.77017 16.1171
internal_weight=0 271361 24863 416 105 24447 23043 17676 5367 6853 1561 116 5213 243 223 246498 130593 27372 6701 1848 1080 677 20671 3798 512 153 77 4853 210 160
internal_count=678013 271361 24863 416 105 24447 23043 17676 5367 6853 1561 116 5213 243 223 246498 130593 27372 6701 1848 1080 677 20671 3798 512 153 77 4853 210 160
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1773834 1048576 2 1114120 524288 2 1179648 131072 256
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=31
num_cat=9
split_feature=11 12 13 12 13 6 13 1 12 1 12 14 11 14 11 12 14 12 12 11 13 0 6 7 13 6 11 12 14 12
split_gain=25016.4 146765 1.46516e+06 983189 658495 2.00873e+06 643402 2.98091e+06 1.70131e+07 1.29578e+06 2.43055e+07 1.20588e+08 2.85556e+08 9.39884e+06 2.43127e+07 1.16686e+06 966347 2.45899e+06 769459 1.27607e+06 2.27534e+06 2.42391e+06 4.04309e+06 3.69369e+06 629195 1.57723e+06 5.7064e+06 5.8976e+06 1.07622e+07 3.26156e+07
threshold=2.5000000000000004 15.500000000000002 0 17.500000000000004 1 1.0000000180025095e-35 2 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 18.500000000000004 3 3.5000000000000004 4 3.5000000000000004 19.500000000000004 5 27.500000000000004 18.500000000000004 3.5000000000000004 6 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7 1.0000000180025095e-35 3.5000000000000004 17.500000000000004 8 16.500000000000004
decision_type=2 2 9 2 9 2 9 2 2 2 2 1 2 1 2 2 1 2 2 2 9 2 2 2 9 2 2 2 1 2
left_child=-1 -2 24 4 5 -4 9 -8 -9 16 11 12 -11 14 -12 -10 18 -18 19 -5 21 22 23 -21 25 -3 27 28 29 -27
right_child=1 2 3 6 -6 -7 7 8 15 10 13 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.017463294609436832 -0.0029804390032597892 0.65151640643052955 -1.4157130344493971 0.56025206714286724 -1.7812107084614419 -31.737744392887237 -0.48612314138561485 -80.375944715930586 24.549606196085612 -48.863925283926505 19.075027251966073 -62.063257565597695 449.673145904541 1.8043374659121036 -101.41689720995286 -1.6388179903445037 1.8009629756748247 28.494363424513075 0.29111404919584988 -58.374953442950584 -1.1586658046215397 -0.42471548227163458 -5.1044178075957722 -6.3572257995605472 0.41443852712210821 -2.9847361442370293 -27.141049408190181 -7.703468169837163 -5.8922782483308218 137.0499722184806
leaf_weight=371296 286964 542 74 461 5778 31 960 31 27 27 33 48 20 180 34 46 834 36 1818 43 306 65 57 20 8077 39 33 58 46 29
leaf_count=371296 286964 542 74 461 5778 31 960 31 27 27 33 48 20 180 34 46 834 36 1818 43 306 65 57 20 8077 39 33 58 46 29
internal_value=0 -0.0211291 -0.284787 -1.05811 -1.93749 -9.46637 -0.0349462 -2.20752 -18.3096 0.549735 6.43621 49.4221 163.28 -10.0968 -42.0701 8.04731 -0.00182486 2.90552 -0.914961 -3.21816 -6.76571 -15.1581 -24.4018 -41.8614 0.673447 3.43153 10.949 18.257 31.4649 56.7359
internal_weight=0 306717 19753 10929 5883 105 5046 1064 104 3982 342 95 47 247 67 73 3640 870 2770 952 491 185 120 63 8824 747 205 172 114 68
internal_count=678013 306717 19753 10929 5883 105 5046 1064 104 3982 342 95 47 247 67 73 3640 870 2770 952 491 185 120 63 8824 747 205 172 114 68
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=76053 576 1495040 2 2 2 1048576 65796 2
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=31
num_cat=8
split_feature=11 9 13 12 13 12 13 12 14 13 12 2 12 12 13 12 12 12 12 13 0 6 8 12 12 0 8 12 13 12
split_gain=26039.4 200069 266182 281825 244033 341079 190099 342085 540709 1.69312e+06 1.7026e+06 2.50691e+06 4.44116e+06 5.15759e+06 1.86713e+06 1.32259e+06 4.82592e+06 1.16927e+06 4.47598e+06 1.51285e+07 1.10245e+07 2.20539e+07 1.92288e+06 4.9031e+06 1.9846e+06 2.18892e+06 1.71594e+06 1.18416e+06 2.91638e+06 9.07064e+06
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0 2.5000000000000004 1 10.500000000000002 2 2.5000000000000004 3 4 15.500000000000002 1.0000000180025095e-35 17.500000000000004 16.500000000000004 5 6.5000000000000009 5.5000000000000009 12.500000000000002 11.500000000000002 6 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 7 5.5000000000000009
decision_type=2 2 9 2 9 2 9 2 1 9 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2
left_child=1 6 -3 -4 5 -5 -1 -8 9 10 14 -12 13 -13 15 16 -9 18 22 20 21 -20 24 -24 27 -26 -19 28 29 -11
right_child=-2 2 3 4 -6 -7 7 8 -10 17 11 12 -14 -15 -16 -17 -18 26 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.37937439201010692 0.0083403577581532898 -2.6117256962569351 -2.552285098825958 0.55146028925390811 -0.22608315390998937 12.282401120357024 0.42966787645982124 -6.7678650278794139 0.18856518709599804 2.346602654740924 0.52455630043227586 5.8523572444915777 -1.7437070112379773 71.411417261759439 -1.0208910480296844 -3.5422727274894714 -50.655613897641501 -0.17032821734402875 111.18082296848297 -2.9272004519322121 -2.0789901869637624 14.108495655059816 -3.0662264157224586 -54.422549002511168 3.0294683653142958 19.96635350194471 -15.060830373167992 -1.5377916906826854 -0.24536260313146255 35.177386129819432
leaf_weight=12526 574056 609 527 68 3591 39 17681 152 38093 441 5082 24 63 24 18622 360 30 2372 44 248 42 50 162 21 223 116 80 1298 1265 104
leaf_count=12526 574056 609 527 68 3591 39 17681 152 38093 441 5082 24 63 24 18622 360 30 2372 44 248 42 50 162 21 223 116 80 1298 1265 104
internal_value=0 -0.046051 -0.67425 -0.387879 -0.0804793 4.41464 -0.0154152 0.0372699 -0.0633978 -0.374789 -0.756538 0.849273 15.716 38.6319 -1.19207 -6.92682 -14.0021 1.06276 2.11543 12.3824 37.7402 59.5466 1.02933 -8.95957 1.55964 8.82498 -0.656152 0.767184 2.42015 8.4564
internal_weight=0 103957 4834 4225 3698 107 99123 86597 68916 30823 24357 5193 111 48 19164 542 182 6466 4014 384 136 94 3630 183 3447 339 2452 3108 1810 545
internal_count=678013 103957 4834 4225 3698 107 99123 86597 68916 30823 24357 5193 111 48 19164 542 182 6466 4014 384 136 94 3630 183 3447 339 2452 3108 1810 545
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1196036 2097314 2630542 2 1312817 32 102400 4160
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=31
num_cat=8
split_feature=12 13 11 6 12 12 9 11 6 14 13 11 14 1 12 11 12 6 14 12 13 2 11 6 11 14 11 11 6 14
split_gain=28568.1 202716 497599 919412 1.6253e+06 764267 1.16837e+06 2.08497e+06 7.02126e+06 1.59533e+07 516951 876785 1.68837e+06 226434 401496 268389 311423 555375 1.52408e+06 215054 637473 644632 1.14144e+06 513572 715176 971064 741743 500394 3.57846e+06 7.41119e+06
threshold=16.500000000000004 0 3.5000000000000004 1.0000000180025095e-35 17.500000000000004 17.500000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1 2 1.5000000000000002 3 1.0000000180025095e-35 22.500000000000004 2.5000000000000004 18.500000000000004 1.0000000180025095e-35 4 17.500000000000004 5 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 6 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 7
decision_type=2 9 2 2 2 2 2 2 2 1 9 2 1 2 2 2 2 2 1 2 9 2 2 2 2 1 2 2 2 1
left_child=-1 2 5 -4 -5 6 7 10 -9 -10 -2 -12 -13 15 -15 -7 17 -17 -19 20 21 27 -23 -22 -25 26 -26 -3 -29 -30
right_child=1 19 3 4 -6 13 -8 8 9 -11 11 12 -14 14 -16 16 -18 18 -20 -21 23 22 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0048827751656441969 1.3009973200182072 0.016395998904433277 -0.0019364741302671886 -30.351855487208212 0.15414964079856874 1.116930446818609 17.991949304544701 -2.0628026744387795 68.253256435020305 -24.640476095265356 1.2069581711429289 -29.119436592525904 1.1014257431030274 -6.7290075735041972 4.6107533973316812 -1.3055385690974439 0.15339765745759662 -26.297398774764119 8.4919260931015028 0.010833396967585944 -0.37576212661448682 -5.9248251415434341 24.270396251063193 -0.86303284269788305 -9.5678600963647806 0.68657720723598126 -2.8836065709590915 -2.2356236377274654 39.806957744829589 -17.117483411516464
leaf_weight=641559 391 1544 210 31 40 1296 53 151 51 29 87 36 38 114 43 127 366 34 20 23094 5596 21 31 1758 345 278 320 249 66 35
leaf_count=641559 391 1544 210 31 40 1296 53 151 51 29 87 36 38 114 43 127 366 34 20 23094 5596 21 31 1758 345 278 320 249 66 35
internal_value=0 -0.0861229 0.683821 -3.32793 -13.1654 1.08373 3.62284 2.65022 10.6271 34.5793 -0.687935 -5.27158 -13.6006 0.0223822 -3.62321 0.33294 -1.52456 -4.91755 -13.4125 -0.15827 -0.539688 1.08627 12.0762 -0.921244 -2.0548 -4.27656 -6.35138 0.790281 4.20422 20.0807
internal_weight=0 36454 3117 281 71 2836 836 783 231 80 552 161 74 2000 157 1843 547 181 54 33337 10243 1946 52 8297 2701 943 665 1894 350 101
internal_count=678013 36454 3117 281 71 2836 836 783 231 80 552 161 74 2000 157 1843 547 181 54 33337 10243 1946 52 8297 2701 943 665 1894 350 101
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=622854 2 557058 2 2 280800 2 2
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=31
num_cat=7
split_feature=13 12 7 14 12 12 6 12 12 13 11 11 13 11 12 12 11 12 12 11 11 12 11 13 11 12 13 11 11 13
split_gain=27160.1 275748 697174 482994 478958 2.35326e+06 463817 2.83278e+06 3.27074e+06 1.43766e+07 1.13651e+07 1.29728e+07 2.40937e+06 4.64297e+06 7.20527e+07 6.16262e+06 1.0498e+07 1.17339e+07 5.05478e+06 1.12234e+07 4.19112e+06 1.98315e+06 1.61453e+07 3.08504e+07 4.74578e+07 1.65966e+06 1.36342e+06 1.34036e+06 1.97053e+06 1.1272e+06
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1 27.500000000000004 28.500000000000004 1.0000000180025095e-35 13.500000000000002 14.500000000000002 2 3.5000000000000004 1.5000000000000002 3 3.5000000000000004 10.500000000000002 5.5000000000000009 1.5000000000000002 4.5000000000000009 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 12.500000000000002 1.5000000000000002 4 1.0000000180025095e-35 8.5000000000000018 5 2.5000000000000004 3.5000000000000004 6
decision_type=9 2 2 1 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 9
left_child=1 2 -1 6 -5 -6 -3 12 9 10 11 -9 13 15 25 16 17 20 19 -17 -8 -14 23 24 -23 -15 -12 -11 -29 -13
right_child=-2 3 -4 4 5 -7 7 8 -10 27 26 29 21 14 -16 18 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.40135055234396017 0.018948503257102504 -0.081066238344440864 -1.7502869650245683 0.078657051037509196 35.851666004007512 1.0940441921879265 -1.6570745980038364 -4.0722190243074268 -0.12261904057646598 -1.0015147582485395 4.7774586946061515 20.845972790704337 -0.94298660143603219 -4.6416338295772155 195.90270645141604 -74.448380390290296 -1.9361055562784384 84.963983720711312 -1.4869278151506737 9.3458537593032371 46.494918959481375 -0.10886779212951661 -0.4505149647718194 -2.3346789195060729 -133.05217106260102 -35.963799830845424 -6.5657007051929499 -12.727144930564751 1.7860308862950682 34.440947439774227
leaf_weight=26406 357409 120967 1597 138429 22 170 51 174 5897 680 196 337 21591 87 20 31 182 35 529 33 28 50 1912 240 58 21 209 295 137 220
leaf_count=26406 357409 120967 1597 138429 22 170 51 174 5897 680 196 337 21591 87 20 31 182 35 529 33 28 50 1912 240 58 21 209 295 137 220
internal_value=0 -0.0211392 0.278644 -0.0498302 0.0855797 5.07669 -0.171733 -0.503958 1.11464 4.36024 12.21 19.7625 -1.0341 3.71143 21.5546 1.18408 12.9686 36.7639 -4.69827 -31.242 15.4095 -1.23748 -4.05643 -23.8682 -65.4447 -10.7321 -1.12033 -3.73516 -8.12459 27.2082
internal_weight=0 320604 28003 292601 138621 192 153980 33013 8145 2248 1136 731 24868 1017 128 889 296 114 593 64 79 23851 2260 348 108 108 405 1112 432 557
internal_count=678013 320604 28003 292601 138621 192 153980 33013 8145 2248 1136 731 24868 1017 128 889 296 114 593 64 79 23851 2260 348 108 108 405 1112 432 557
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1775946 2 1179712 65600 655360 1048576 131072
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=31
num_cat=9
split_feature=12 14 13 12 11 8 11 7 13 11 12 12 13 13 11 12 13 12 7 13 11 2 10 12 13 11 11 1 13 11
split_gain=29353.7 255725 1.35369e+06 854177 903120 776567 770190 791440 1.29586e+06 767142 3.05716e+06 4.53911e+06 1.06178e+07 1.00277e+06 757864 1.11236e+06 733957 1.25615e+06 2.55615e+06 2.89294e+06 3.91e+06 1.42719e+06 1.06149e+06 2.62593e+06 4.99304e+06 8.25946e+06 1.78178e+06 834637 3.73271e+06 5.2964e+06
threshold=3.5000000000000004 0 1 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2 3.5000000000000004 2.5000000000000004 1.5000000000000002 3 4 3.5000000000000004 1.5000000000000002 5 1.5000000000000002 1.0000000180025095e-35 6 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 8 3.5000000000000004
decision_type=2 1 9 2 2 2 2 2 9 2 2 2 9 9 2 2 9 2 2 9 2 2 2 2 9 2 2 2 9 2
left_child=1 16 3 5 6 -3 -5 -8 9 10 11 -9 -13 -11 -10 -16 -1 22 21 20 -20 27 -18 -24 25 -25 -27 -19 29 -29
right_child=-2 2 -4 4 -6 -7 7 8 14 13 -12 12 -14 -15 15 -17 17 18 19 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.35558781182162519 0.015391803059957007 0.30592483167614382 0.28400895526345649 -0.35589571140735443 1.3435893295789429 -3.8363300488940606 -1.303032301471938 -0.88977668911385133 -4.5860487579197633 4.0583588549965306 -3.774392975246446 41.271445505242603 -3.7790270934233798 -3.5048088588323063 9.2823673932980277 -3.3272184262330509 0.17661046488400697 -0.89438189043250493 2.350814380953389 0.042783799591264965 21.650971402178754 -8.232622810008408 -3.9124843061779426 -4.6851229786872866 -3.4969725972955881 55.648939399719239 29.325678083631729 34.568251624664704 -5.3788444943177076 -4.3599735677242277
leaf_weight=52180 439605 18406 49772 35189 2374 464 20050 179 541 351 233 104 101 331 117 174 31740 23777 248 751 182 263 221 72 155 40 72 77 180 64
leaf_count=52180 439605 18406 49772 35189 2374 464 20050 179 541 351 233 104 101 331 117 174 31740 23777 248 751 182 263 221 72 155 40 72 77 180 64
internal_value=0 -0.0281854 -0.124061 -0.382405 -0.567705 0.20407 -0.646796 -1.10829 0.723954 2.68655 5.26219 10.7453 20.9047 0.395788 -2.34436 1.74262 0.0836927 -0.161621 -0.685699 3.85778 10.2806 -0.905963 0.252756 4.5686 10.0976 20.619 38.7268 -0.826001 4.23905 15.7796
internal_weight=0 238408 128386 78614 59744 18870 57370 22181 2131 1299 617 384 205 682 832 291 110022 57842 25542 1181 430 24361 32300 560 339 184 112 24098 321 141
internal_count=678013 238408 128386 78614 59744 18870 57370 22181 2131 1299 617 384 205 682 832 291 110022 57842 25542 1181 430 24361 32300 560 339 184 112 24098 321 141
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2 927863 141313 131072 2049 3057848 1048582 1052672 1048576
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=31
num_cat=8
split_feature=13 4 11 12 12 12 14 12 12 13 12 11 12 13 12 14 12 12 12 12 12 11 14 11 6 13 7 10 0 13
split_gain=35924.7 282762 521350 453290 471014 687198 439031 613869 2.133e+06 366288 2.10818e+06 4.48987e+06 262767 390065 391057 851908 269669 258140 769534 236156 1.08882e+06 5.08355e+06 5.93513e+06 2.29527e+07 4.51535e+07 2.77794e+07 9.80821e+06 5.06601e+06 4.37612e+06 9.37393e+06
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 16.500000000000004 17.500000000000004 1 5.5000000000000009 6.5000000000000009 2 3.5000000000000004 2.5000000000000004 13.500000000000002 3 15.500000000000002 4 14.500000000000002 7.5000000000000009 6.5000000000000009 13.500000000000002 12.500000000000002 1.5000000000000002 5 1.0000000180025095e-35 1.0000000180025095e-35 6 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7
decision_type=9 2 2 2 2 2 1 2 2 9 2 2 2 9 2 1 2 2 2 2 2 2 1 2 2 9 2 2 2 9
left_child=-1 19 3 -3 6 -6 17 -8 -9 10 11 -4 -11 -14 15 16 -15 18 -5 20 -2 22 23 -22 26 -26 27 -25 -24 -30
right_child=1 2 9 4 5 -7 7 8 -10 12 -12 -13 13 14 -16 -17 -18 -19 -20 -21 21 -23 28 24 25 -27 -28 -29 29 -31
leaf_value=-0.026481225110369985 0.023274331761478785 7.797585503951364 56.372063246227448 -2.3855507740932231 22.759701637788254 2.8031944261491297 -3.2124500473160555 17.185629747178819 0.62783125007609453 -1.6503595702733209 -1.5357547327979573 -0.72872701644897464 -1.0655982127628214 10.132472038269043 -0.33867895228346601 -2.785752556963665 23.276337037263094 -4.0622448752070692 17.002946583747864 -0.14740482750363187 -0.4955073058241567 -0.53884780820701694 -2.8278662152562068 -4.8439580699534117 59.241711705942627 5.1737416686081303 34.402936868208002 25.399154281616212 32.462583650861468 1.8912547655322549
leaf_weight=290474 302777 92 21 113 22 80 221 90 574 4065 288 40 501 37 97 41 27 314 25 61914 1967 9952 1983 602 295 154 83 61 102 1001
leaf_count=290474 302777 92 21 113 22 80 221 90 574 4065 288 40 501 37 97 41 27 314 25 61914 1967 9952 1983 602 295 154 83 61 102 1001
internal_value=0 0.0200343 -0.626524 0.992449 0.557374 7.10754 0.0576604 1.35269 2.87211 -1.11092 1.98431 18.9289 -1.33883 0.443491 4.03913 8.46806 15.6775 -2.47796 1.12686 0.0313197 0.0660104 0.864746 3.10043 6.14525 17.0761 42.1319 1.99562 -2.06141 -0.0193748 5.0298
internal_weight=0 387539 6648 1531 1439 102 1337 885 664 5117 349 61 4768 703 202 105 64 452 138 380891 318977 16200 6248 3162 1195 449 746 663 3086 1103
internal_count=678013 387539 6648 1531 1439 102 1337 885 664 5117 349 61 4768 703 202 105 64 452 138 380891 318977 16200 6248 3162 1195 449 746 663 3086 1103
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1282506 2 270848 524305 2 2 16 2048
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=31
num_cat=5
split_feature=13 2 14 12 12 11 13 12 11 12 12 13 12 11 12 13 12 11 12 12 12 12 12 11 12 11 12 12 11 12
split_gain=36681 206281 1.36363e+06 1.98039e+06 5.09724e+06 1.9887e+07 3.20258e+06 1.95683e+07 5.15082e+07 3.5329e+06 3.71704e+06 1.74462e+06 1.90257e+06 2.89183e+06 3.36842e+06 1.2841e+06 2.19423e+06 1.42515e+06 1.06414e+06 913972 754459 1.99299e+06 2.12846e+06 3.14484e+06 2.64806e+06 680951 634008 1.61027e+06 2.64441e+06 1.20013e+06
threshold=0 1.0000000180025095e-35 1 2.5000000000000004 3.5000000000000004 3.5000000000000004 2 8.5000000000000018 2.5000000000000004 10.500000000000002 12.500000000000002 3 14.500000000000002 3.5000000000000004 6.5000000000000009 4 12.500000000000002 2.5000000000000004 3.5000000000000004 8.5000000000000018 9.5000000000000018 8.5000000000000018 7.5000000000000009 3.5000000000000004 6.5000000000000009 2.5000000000000004 6.5000000000000009 8.5000000000000018 2.5000000000000004 5.5000000000000009
decision_type=9 2 1 2 2 2 9 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 -6 -9 -11 -4 13 26 18 16 17 -8 -15 -19 21 22 24 -24 -17 -22 29 28 -28 -13
right_child=-2 2 11 4 6 -7 15 9 -10 10 -12 12 -14 14 -16 20 -18 19 -20 -21 25 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.030810894633042193 -0.011197573663602864 -4.6948425725671177 3.3641212882238345 -27.599337790807091 -31.895680886048538 83.355665392194481 -3.8083874963223936 -28.442239670526416 167.15636608417219 38.638269248375529 -5.393677689931164 -2.645558111182539 16.477065992355346 -22.400755950927735 -47.379326673235212 -0.042012897963376393 7.4443542659282684 -45.956428666548298 5.9842688211372925 -17.131381450999868 7.5716436560234328 25.661473431057402 -44.900338163829986 5.9127548809709225 31.100442233838535 -2.1997116212393251 -4.0227066040039068 -1.8177308474268234 -43.890087727137974 18.936660444325415
leaf_weight=129686 546003 262 393 30 26 35 32 42 26 26 73 231 38 25 35 97 48 22 28 22 89 45 21 29 38 359 41 154 28 29
leaf_count=129686 546003 262 393 30 26 35 32 42 26 26 73 231 38 25 35 97 48 22 28 22 89 45 21 29 38 359 41 154 28 29
internal_value=0 0.0475412 0.981346 3.09021 5.01444 32.1457 3.24205 14.4486 67.6303 -4.13984 6.17027 -1.80101 -5.10558 -6.63131 -23.3038 0.360566 -8.60053 -19.8658 -7.40489 -31.5439 2.10065 6.78726 2.19624 -15.4287 8.72401 -0.258527 -3.59367 -7.50576 -20.2008 -0.238311
internal_weight=0 132010 2324 1322 1060 65 995 193 52 141 99 1002 609 571 88 802 124 76 53 44 678 230 185 50 135 448 483 223 69 260
internal_count=678013 132010 2324 1322 1060 65 995 193 52 141 99 1002 609 571 88 802 124 76 53 44 678 230 185 50 135 448 483 223 69 260
cat_boundaries=0 1 2 3 4 5
cat_threshold=2376229 2 16384 2097665 2097696
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=31
num_cat=4
split_feature=13 2 14 12 12 11 11 12 12 11 12 13 12 11 12 12 13 12 12 12 12 12 11 11 12 12 12 11 12 12
split_gain=29740.4 167653 1.10286e+06 1.60411e+06 4.12876e+06 1.61085e+07 2.71843e+06 5.29548e+06 4.60129e+07 1.85487e+06 1.91189e+06 1.41627e+06 1.54108e+06 2.34238e+06 3.00922e+06 7.13295e+06 715835 1.95638e+06 2.2066e+06 1.28071e+06 619119 820663 676791 1.17119e+06 537142 513547 1.30432e+06 2.14197e+06 972106 427106
threshold=0 1.0000000180025095e-35 1 2.5000000000000004 3.5000000000000004 3.5000000000000004 3.5000000000000004 7.5000000000000009 8.5000000000000018 2.5000000000000004 5.5000000000000009 2 14.500000000000002 3.5000000000000004 7.5000000000000009 5.5000000000000009 3 11.500000000000002 13.500000000000002 10.500000000000002 6.5000000000000009 4.5000000000000009 4.5000000000000009 2.5000000000000004 1.5000000000000002 6.5000000000000009 8.5000000000000018 2.5000000000000004 5.5000000000000009 4.5000000000000009
decision_type=9 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 24 5 -5 7 9 -9 -6 -11 20 13 25 15 -15 19 -18 -19 -10 21 -4 23 -23 -3 28 27 -27 -13 -8
right_child=-2 2 11 4 6 -7 29 8 16 10 -12 12 -14 14 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.02772981411294892 -0.0100778789379145 -1.5180383640249777 1.786653580704356 -24.839404104550681 2.0618099986238683 75.020098157610207 -13.131009733676912 132.71843770345052 24.586754102706909 -7.5601967564335588 -46.794968580163044 -2.3810022932110413 14.829359456112511 -9.6743207321610569 8.3818125915527357 -81.960583648681649 -12.639051418304444 32.672514498675312 0.65018747077797956 2.6717592573165896 -1.0102757322725164 5.0092359369451351 3.4383882522583011 36.091963365342885 -11.798007131486699 -3.6204359810526778 -1.6359577816802187 -39.501079450334828 17.042994788597369 -1.2162332137583738
leaf_weight=129686 546003 193 123 30 47 35 32 30 40 27 23 231 38 43 25 20 80 27 106 80 189 22 32 27 69 41 154 28 29 503
leaf_count=129686 546003 193 123 30 47 35 32 30 40 27 23 231 38 43 25 20 80 27 106 80 189 22 32 27 69 41 154 28 29 503
internal_value=0 0.0428126 0.884659 2.78119 4.513 28.9311 2.91784 8.55481 14.1012 -12.2011 -25.6082 -1.61755 -4.59502 -5.96818 -20.9734 -32.6223 3.41491 -0.269266 7.15096 9.20931 3.03606 6.93369 14.7496 22.1365 -4.22536 -3.23431 -6.75518 -18.1807 -0.21448 -1.92889
internal_weight=0 132010 2324 1322 1060 65 995 460 363 97 50 1002 609 571 88 63 333 213 133 120 393 204 81 49 262 483 223 69 260 535
internal_count=678013 132010 2324 1322 1060 65 995 460 363 97 50 1002 609 571 88 63 333 213 133 120 393 204 81 49 262 483 223 69 260 535
cat_boundaries=0 1 2 3 4
cat_threshold=2376229 2 2097665 5
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=31
num_cat=6
split_feature=2 13 14 11 12 12 11 13 11 12 12 12 12 13 12 12 12 12 12 12 13 12 11 12 12 12 11 13 12 12
split_gain=30694.3 916883 888945 2.74572e+06 5.20138e+06 6.15369e+07 2.53349e+06 4.85336e+06 1.43774e+07 5.42293e+07 3.99452e+06 5.20409e+06 3.53744e+06 2.06408e+06 3.78581e+06 9.95694e+06 1.23228e+07 2.14022e+06 1.6387e+06 1.11015e+06 947759 1.31686e+06 2.27381e+06 5.36915e+06 1.00708e+06 4.75873e+06 1.71731e+07 865965 823914 725582
threshold=1.0000000180025095e-35 0 1 3.5000000000000004 6.5000000000000009 7.5000000000000009 3.5000000000000004 2 2.5000000000000004 8.5000000000000018 9.5000000000000018 5.5000000000000009 12.500000000000002 3 12.500000000000002 6.5000000000000009 8.5000000000000018 11.500000000000002 4.5000000000000009 1.5000000000000002 4 13.500000000000002 2.5000000000000004 14.500000000000002 6.5000000000000009 7.5000000000000009 2.5000000000000004 5 10.500000000000002 5.5000000000000009
decision_type=2 9 1 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2
left_child=-1 2 6 20 -5 -6 7 8 10 -10 11 -2 -12 14 15 18 -17 -18 19 -8 21 24 23 -23 -4 26 -26 28 -7 -22
right_child=1 -3 3 4 5 27 13 -9 9 -11 12 -13 -14 -15 -16 16 17 -19 -20 -21 29 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0032408319752139435 0.72994860013326013 -0.72504862197373232 0.42758215273211819 -0.82095791774491467 113.36813129771841 -16.896516293384991 6.5298312596652828 -0.010450796707245321 162.03311026436944 -15.219697466956246 37.867388638583094 -58.445339119952656 -8.4349289056026588 -0.050925372829282195 2.8665689241455263 -84.548692823711193 -7.5689784142508429 -42.371212387084967 17.37852396410565 -13.525833301267761 14.160907716388946 62.634179505847754 -11.225340628623963 0.19199352264404299 6.8139957827191031 -1.3847913138746266 -100.23880452695101 2.6549887954206257 -0.32201157909328654 0.73215446472167978
leaf_weight=664428 42 9100 668 360 55 61 46 1151 28 45 33 23 33 605 166 38 67 24 43 69 79 21 32 40 43 377 23 172 59 82
leaf_count=664428 42 9100 668 360 55 61 46 1151 28 45 33 23 33 605 166 38 67 24 43 69 79 21 32 40 43 377 23 172 59 82
internal_value=0 -0.148602 1.02034 2.5419 7.60003 16.3365 -0.281968 2.58125 16.4006 52.7677 -2.61308 -20.209 14.7162 -3.94894 -8.95608 -16.1063 -36.72 -16.7476 0.723837 -5.50357 -0.0779466 -1.0586 10.3633 21.6885 -2.02424 -5.72135 -30.4923 -1.93999 -8.07451 6.89327
internal_weight=0 13585 4485 2072 707 347 2413 1355 204 73 131 65 66 1058 453 287 129 91 158 115 1365 1204 93 61 1111 443 66 292 120 161
internal_count=678013 13585 4485 2072 707 347 2413 1355 204 73 131 65 66 1058 453 287 129 91 158 115 1365 1204 93 61 1111 443 66 292 120 161
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2247171 2 16384 147456 149504 131072
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=31
num_cat=1
split_feature=11 14 12 12 1 12 12 12 12 6 0 12 6 12 10 12 7 12 12 12 12 7 3 12 12 12 12 9 8 12
split_gain=32357.3 158609 1.02308e+06 842468 462384 3.37054e+06 438814 315950 368868 318529 234038 491433 200100 236160 535142 2.80611e+06 284015 671214 552087 395027 193586 187753 185860 164157 155094 281198 147834 285129 174593 194247
threshold=4.5000000000000009 0 17.500000000000004 18.500000000000004 1.0000000180025095e-35 15.500000000000002 7.5000000000000009 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 13.500000000000002 15.500000000000002 14.500000000000002 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 10.500000000000002 11.500000000000002 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 12 20 7 9 21 -3 26 -12 13 -2 16 -16 -15 -18 19 -19 -6 -9 -8 -14 -25 -26 27 28 29 -10
right_child=1 2 3 -5 5 -7 22 8 10 -11 11 -13 23 14 15 -17 17 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0037842247309983904 -0.25587554986357225 -0.60326251285091326 30.016287667410719 2.0142314217307353 -1.8492990002660694 -42.010324235395956 -2.094647402711773 2.876837589099162 -0.83860901881308458 5.0056372883163887 -6.3561573171974128 5.7333911132812503 0.34477350733496931 -0.1378555560817071 38.138229878743488 -0.30104812789749313 -3.7134528621550533 4.5558999281663164 -2.2861984074115753 20.102994606711647 7.9363931863204291 -1.6119039101175745 4.6388555659804238 -2.90851719489903 4.7426227983221949 -1.6674883048962326 -2.2216047010750608 10.993776413490032 -7.1676414783184343 2.6582671702854217
leaf_weight=660059 9682 1884 21 22 167 22 878 1204 274 107 133 45 440 913 24 91 62 26 28 44 23 101 43 669 83 390 145 29 26 378
leaf_count=660059 9682 1884 21 22 167 22 878 1204 274 107 133 45 440 913 24 91 62 26 28 44 23 101 43 669 83 390 145 29 26 378
internal_value=0 -0.132277 0.327599 15.6897 -0.324376 -4.9553 0.201705 0.623665 1.41281 -0.30183 -0.00193403 -3.29981 -0.245532 -0.0926025 1.23805 7.72106 0.54322 4.42961 9.58134 14.3284 -0.664715 2.52943 -1.78027 -1.29632 -1.92862 -0.54267 0.687059 1.2836 0.868271 1.18872
internal_weight=0 17954 5290 43 12664 212 5247 4326 2335 1991 1030 178 12452 10870 1188 115 1073 160 98 70 190 1305 921 1582 1142 473 852 707 678 652
internal_count=678013 17954 5290 43 12664 212 5247 4326 2335 1991 1030 178 12452 10870 1188 115 1073 160 98 70 190 1305 921 1582 1142 473 852 707 678 652
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=31
num_cat=8
split_feature=12 14 13 6 12 13 11 12 13 11 11 13 12 11 13 11 11 11 12 11 11 11 13 11 12 8 13 11 11 11
split_gain=26884.9 205030 1.13414e+06 763514 1.27884e+06 3.11736e+06 3.41015e+06 3.49812e+06 4.57141e+06 1.18443e+07 5.5392e+06 2.50105e+06 1.94463e+06 1.70548e+06 2.82236e+06 2.3441e+06 1.38529e+06 1.80325e+06 3.0618e+06 1.2358e+06 1.19012e+06 977109 830676 726767 682497 1.08795e+06 6.57892e+06 1.47276e+06 958376 1.51891e+06
threshold=3.5000000000000004 0 1 1.0000000180025095e-35 1.5000000000000002 2 2.5000000000000004 1.0000000180025095e-35 3 3.5000000000000004 3.5000000000000004 4 2.5000000000000004 2.5000000000000004 5 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 3.5000000000000004 6 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 7 2.5000000000000004 3.5000000000000004 2.5000000000000004
decision_type=2 1 9 2 2 9 2 2 9 2 2 9 2 2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2
left_child=1 -1 -3 24 5 6 16 19 10 -10 -9 12 -6 14 15 -14 17 -5 -19 -8 -7 -15 -18 -13 25 -4 27 -27 29 -28
right_child=-2 2 3 4 11 20 7 8 9 -11 -12 23 13 21 -16 -17 22 18 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.073300057915851397 0.014827635538874737 -0.35393148370005401 -0.71414829738467978 -0.91582493063521719 -0.3334175787104911 0.97741013858245884 -3.7590352765251609 21.535210191017672 -7.031565093994141 56.3662195903499 -2.161619867063036 -1.0921575195833142 36.671519868270217 22.168438920696964 -0.070037198453336155 6.2055609158107217 2.6657949581378846 35.652998600835382 1.4836666795073965 7.9625522543622571 -5.7963501854064745 6.4350887537002563 -6.5167996914450699 -5.3964489848024932 0.33329264545111859 15.246872593722646 -3.8876411633832113 38.497621520360312 7.576863873004914 -26.822975639863451
leaf_weight=110022 439605 77399 11235 146 646 1514 170 191 46 82 204 1905 46 103 360 56 154 46 61 191 313 64 251 494 32438 63 84 48 32 44
leaf_count=110022 439605 77399 11235 146 646 1514 170 191 46 82 204 1905 46 103 360 56 154 46 61 191 313 64 251 494 32438 63 84 48 32 44
internal_value=0 -0.0268768 -0.112725 0.253451 1.22011 2.62728 5.91867 10.0143 15.2406 31.1491 9.0673 -0.0702535 3.49284 7.47803 4.34738 18.1643 0.506287 6.31159 16.1733 2.44269 -0.182068 16.1389 -3.12023 -1.97028 0.0985804 -0.563126 5.69788 23.2102 -7.43714 -11.7717
internal_weight=0 238408 128386 50987 7043 3369 1542 884 523 128 395 3674 1275 629 462 102 658 253 107 361 1827 167 405 2399 43944 11506 271 111 160 128
internal_count=678013 238408 128386 50987 7043 3369 1542 884 523 128 395 3674 1275 629 462 102 658 253 107 361 1827 167 405 2399 43944 11506 271 111 160 128
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2 3024951 1065728 1048832 4168 72 16640 16768
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=31
num_cat=11
split_feature=13 0 11 11 13 14 12 12 12 12 12 13 14 13 12 14 12 13 13 14 12 12 12 12 12 12 12 12 14 12
split_gain=28484.2 331587 1.29384e+06 1.28013e+06 7.21723e+06 1.38063e+07 1.8593e+07 1.96547e+06 2.16087e+06 1.69186e+06 3.61478e+06 3.63462e+06 6.98301e+06 1.48456e+06 1.68933e+06 1.70404e+06 2.06646e+06 979921 965816 911424 1.2237e+06 3.203e+06 879886 790471 3.54313e+06 666472 770289 607282 1.54208e+06 1.35862e+06
threshold=0 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1 2 9.5000000000000018 10.500000000000002 13.500000000000002 6.5000000000000009 7.5000000000000009 3 4 5 11.500000000000002 6 12.500000000000002 7 8 9 11.500000000000002 12.500000000000002 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 2.5000000000000004 1.5000000000000002 12.500000000000002 10 11.500000000000002
decision_type=9 2 2 2 9 1 2 2 2 2 2 9 1 9 2 1 2 9 9 1 2 2 2 2 2 2 2 2 1 2
left_child=1 -1 3 -3 5 -5 -7 9 13 18 11 12 -11 27 -15 16 -16 -12 -6 22 -21 -22 -4 25 -25 26 -24 29 -29 -9
right_child=-2 2 19 4 7 6 -8 8 -10 10 17 -13 -14 14 15 -17 -18 -19 -20 20 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.035653656820847181 0.012390290576192529 -0.17614315548534593 7.4600493080761971 0.14267382715262619 -3.3675201213057124 122.1750082749587 -4.3356269518534338 3.3957495598696839 -2.4773749966053327 -7.4720041136139805 0.51220207164337583 -6.0215530352049242 -46.852697830200199 -0.41393546370640855 29.210829248321193 2.8485865331329077 7.1358508263105227 -4.5772976287867726 0.080342757664966888 -1.4815036710617211 15.103760856494569 -0.36033270131422868 -2.5691899957059192 12.502243822448108 1.0957269536796832 -5.2905334194501243 4.3198757165076396 -1.1341164191563926 13.042082952483884 -5.4533697851796665
leaf_weight=141364 499576 19560 245 102 1644 26 21 347 1662 103 562 385 80 163 89 113 81 1167 1605 2722 171 618 367 294 3693 288 291 204 123 347
leaf_count=141364 499576 19560 245 102 1644 26 21 347 1662 103 562 385 80 163 89 113 81 1167 1605 2722 171 618 367 294 3693 288 291 204 123 347
internal_value=0 -0.0341542 -0.300349 -0.627208 -1.62707 19.4972 65.649 -2.01006 -0.00843352 -3.14298 -5.22022 -12.1415 -23.4085 2.78869 7.52672 12.3663 18.6928 -2.9465 -1.6744 0.767386 -0.476387 2.9912 1.61074 1.32023 1.93684 -1.27852 0.477494 0.639013 4.19822 -1.02881
internal_weight=0 178437 37073 28384 8824 149 47 8675 3129 5546 2297 568 183 1467 446 283 170 1729 3249 8689 3511 789 5178 4933 3987 946 658 1021 327 694
internal_count=678013 178437 37073 28384 8824 149 47 8675 3129 5546 2297 568 183 1467 446 283 170 1729 3249 8689 3511 789 5178 4933 3987 946 658 1021 327 694
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1151306 65600 2 4104 2 1048840 2 36866 1048576 2 2
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=31
num_cat=1
split_feature=11 14 12 12 1 12 12 12 12 6 0 12 6 12 10 12 7 12 12 12 12 7 3 12 12 3 12 7 12 12
split_gain=25409 140199 825947 682399 374498 2.72964e+06 364731 250553 308534 258008 189571 398061 161535 192395 433465 2.27295e+06 230052 543684 447191 319972 156942 152080 150546 132209 140991 124479 172625 122954 1.01643e+06 426888
threshold=4.5000000000000009 0 17.500000000000004 18.500000000000004 1.0000000180025095e-35 15.500000000000002 7.5000000000000009 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 13.500000000000002 15.500000000000002 14.500000000000002 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 12.500000000000002
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 12 20 7 9 21 25 -10 -12 13 -2 16 -16 -15 -18 19 -19 -6 -9 27 -14 -25 26 -3 29 -29 -8
right_child=1 2 3 -5 5 -7 22 8 10 -11 11 -13 23 14 15 -17 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0032995603758566509 -0.23688700562960549 0.34574881019832204 27.011939312162855 1.8100865277377043 -1.6709424195889229 -37.812019903009592 -2.8460094861071497 2.6233081191877194 0.61563120828547957 4.5392277405640789 -5.7232631712031541 5.1573306443956168 0.30172690326517282 -0.12679182932123559 34.321680959065752 -0.27366525838663291 -3.3448292947584584 4.0975876147930439 -2.0603006624749729 18.089975807883523 7.1400319124652967 -1.4165595026299505 4.1722483834554991 -4.1210656558766088 -1.2203025802080312 -0.10559740293593634 -4.0087144287539207 2.0819504700455012 -23.240511688978778 2.5022924975915388
leaf_weight=660059 9682 159 21 22 167 22 606 1204 852 107 133 45 440 913 24 91 62 26 28 44 23 101 43 204 938 1512 213 51 23 198
leaf_count=660059 9682 159 21 22 167 22 606 1204 852 107 133 45 440 913 24 91 62 26 28 44 23 101 43 204 938 1512 213 51 23 198
internal_value=0 -0.117271 0.315094 14.118 -0.297878 -4.46552 0.201977 0.586673 1.28942 -0.237493 -0.00446246 -2.97255 -0.226922 -0.0895175 1.11152 6.94623 0.486177 3.98393 8.62049 12.8928 -0.604351 2.31064 -1.60497 -1.17104 -1.73848 -0.508782 -2.14753 -1.8879 -5.78854 -1.52889
internal_weight=0 17954 5290 43 12664 212 5247 4326 2335 1991 1030 178 12452 10870 1188 115 1073 160 98 70 190 1305 921 1582 1142 1884 372 878 74 804
internal_count=678013 17954 5290 43 12664 212 5247 4326 2335 1991 1030 178 12452 10870 1188 115 1073 160 98 70 190 1305 921 1582 1142 1884 372 878 74 804
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=31
num_cat=6
split_feature=2 13 14 12 12 11 11 12 11 13 12 11 11 13 12 12 12 13 12 11 12 12 12 11 12 12 11 12 14 11
split_gain=24909 746296 727389 2.46358e+06 1.03952e+07 1.48511e+07 1.80279e+07 7.76358e+06 7.02948e+06 2.51884e+06 3.40836e+06 5.45592e+06 2.21602e+06 4.93373e+06 1.23386e+07 1.45435e+08 1.25837e+06 785831 1.06395e+06 1.84178e+06 4.34901e+06 822685 3.85457e+06 1.39102e+07 667370 643672 928036 922480 640188 5.64556e+06
threshold=1.0000000180025095e-35 0 1 7.5000000000000009 8.5000000000000018 2.5000000000000004 3.5000000000000004 6.5000000000000009 3.5000000000000004 2 2.5000000000000004 2.5000000000000004 3.5000000000000004 3 6.5000000000000009 7.5000000000000009 3.5000000000000004 4 13.500000000000002 2.5000000000000004 14.500000000000002 6.5000000000000009 7.5000000000000009 2.5000000000000004 10.500000000000002 5.5000000000000009 2.5000000000000004 1.5000000000000002 5 3.5000000000000004
decision_type=2 9 1 2 2 2 2 2 2 9 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2
left_child=-1 2 3 7 5 -5 -7 9 -9 10 -2 -12 17 14 16 -16 -14 18 21 20 -20 -4 23 -23 -17 26 27 -19 -3 -30
right_child=1 28 12 4 -6 6 -8 8 -10 -11 11 -13 13 -15 15 24 -18 25 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0028368416354516619 0.86088147988686203 0.20141631472684771 0.4049125390138455 -27.807804828882219 -0.20269741243626702 100.20514265851277 9.4706397746471662 -4.4085401773452757 -58.815440187048409 0.84118570367289325 3.7990053558349608 -64.585932704380582 5.1504956832298872 -0.86319516851007949 257.25316015624998 -15.210294973654825 -12.343809464398554 22.921682811918714 56.367334493001309 -10.106236767768861 0.16936431884765626 6.1291659421698999 -1.2497425239977851 -90.21835035241169 -0.29324008489059189 0.65550906018513011 31.311934879847936 -3.8890514026988634 -0.12298781609853976 -10.458956374737777
leaf_weight=664428 52 4465 668 32 1328 41 47 48 47 762 20 28 104 390 25 61 68 21 21 32 40 43 377 23 59 82 21 33 4039 608
leaf_count=664428 52 4465 668 32 1328 41 47 48 47 762 20 28 104 390 25 61 68 21 21 32 40 43 377 23 59 82 21 33 4039 608
internal_value=0 -0.13395 0.922766 -0.257672 2.34427 30.5307 51.7447 -4.19457 -31.3256 -1.20448 -15.3424 -36.0922 2.30003 6.84186 15.8485 37.8359 -1.76586 -0.0593176 -0.943204 9.32354 19.5162 -1.81111 -5.15264 -27.4465 -7.87608 6.37317 13.4742 6.53735 -0.652978 -1.47532
internal_weight=0 13585 4473 2405 1448 120 88 957 95 862 100 48 2068 707 317 145 172 1361 1204 93 61 1111 443 66 120 157 75 54 9112 4647
internal_count=678013 13585 4473 2405 1448 120 88 957 95 862 100 48 2068 707 317 145 172 1361 1204 93 61 1111 443 66 120 157 75 54 9112 4647
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2247169 2 16384 131072 149504 2
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=31
num_cat=9
split_feature=13 4 11 13 12 12 12 14 12 12 12 14 13 14 12 11 11 12 14 12 12 12 13 13 12 11 12 12 12 11
split_gain=26126.1 227963 421798 423948 2.29801e+06 511369 728809 587526 509240 2.14959e+06 590174 380980 298951 901401 2.1678e+06 4.25081e+06 349616 476890 245805 811173 241742 289491 341733 251996 375707 231897 231829 202735 886512 4.15662e+06
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1 1.5000000000000002 16.500000000000004 24.500000000000004 2 5.5000000000000009 6.5000000000000009 1.0000000180025095e-35 3 4 5 3.5000000000000004 2.5000000000000004 3.5000000000000004 12.500000000000002 6 8.5000000000000018 8.5000000000000018 5.5000000000000009 7 8 2.5000000000000004 1.5000000000000002 9.5000000000000018 13.500000000000002 12.500000000000002 1.5000000000000002
decision_type=9 2 2 9 2 2 2 1 2 2 2 1 9 1 2 2 2 2 1 2 2 2 9 9 2 2 2 2 2 2
left_child=-1 27 3 4 -3 7 11 -5 10 -10 -9 -7 13 -4 15 -15 17 25 19 -6 21 23 -23 24 -14 -16 -20 28 -2 -30
right_child=1 2 12 5 18 6 -8 8 9 -11 -12 -13 20 14 16 -17 -18 -19 26 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.022586798744317564 0.020794552628317219 37.446874885559083 -2.2025691830798197 -3.3472302536592418 22.658488863990421 23.721537773697467 -1.8644228161705865 13.192389642624628 18.499922712225665 0.46089243886494402 -4.4094371293230763 5.9936956882476808 -2.3943522800207138 59.975588932037354 1.4606226660988548 -5.2226475143432616 11.189029904069573 11.397589763641358 -2.8910801963806154 -3.7661720495957596 -0.4231974771448756 2.3261215398977471 -3.689767568445109 -1.8501093641991835 3.280453759091241 -8.1667396730390092 6.116701850891114 -0.13838177222365508 2.8016873201386345 -0.48911801870864402
leaf_weight=290474 302777 20 285 423 21 27 45 21 76 505 205 22 200 20 44 20 29 25 100 26 2015 101 976 1064 280 58 40 61914 6248 9952
leaf_count=290474 302777 20 285 423 21 27 45 21 76 505 205 22 200 20 44 20 29 25 100 26 2015 101 976 1064 280 58 40 61914 6248 9952
internal_value=0 0.017081 -0.563455 0.892764 4.98804 0.213205 7.32387 -0.328478 1.25384 2.82056 -2.77387 15.7621 -0.999154 1.35915 6.60754 27.3765 1.28217 -0.98003 1.78325 8.04059 -1.24408 -1.87992 -3.13826 -1.00218 0.897258 -4.01376 -0.317428 0.027214 0.0593565 0.780077
internal_weight=0 387539 6648 1531 207 1324 94 1230 807 581 226 49 5117 481 196 40 156 127 187 47 4636 2621 1077 1544 480 102 140 380891 318977 16200
internal_count=678013 387539 6648 1531 207 1324 94 1230 807 581 226 49 5117 481 196 40 156 127 187 47 4636 2621 1077 1544 480 102 140 380891 318977 16200
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1282506 18432 2 2 270852 2 2 524288 2049
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=31
num_cat=6
split_feature=11 13 10 3 12 12 12 1 12 14 6 2 5 13 14 12 12 8 12 14 6 0 14 8 12 0 6 6 12 12
split_gain=32335.8 185534 613383 619584 861676 932398 662085 3.27694e+06 3.33777e+07 777252 768346 659364 565212 1.97388e+06 1.19805e+06 743875 518442 7.04118e+06 3.41247e+06 1.51163e+07 1.34626e+07 6.06233e+07 1.50451e+06 3.12211e+06 4.67586e+06 1.39693e+06 4.2054e+06 951203 7.19287e+06 4.23616e+07
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 14.500000000000002 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 3 8.5000000000000018 12.500000000000002 1.0000000180025095e-35 11.500000000000002 4 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 6.5000000000000009
decision_type=2 9 2 2 2 2 2 2 2 1 2 2 2 9 1 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 10 11 -9 -10 -1 16 -3 -14 -15 -16 18 -18 22 20 21 -20 23 27 -25 26 -21 -8 -29 -30
right_child=-2 12 -4 4 5 -7 7 8 9 -11 -12 -13 13 14 15 -17 17 -19 19 25 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-6.9678239225137126 0.0093664584965680222 -0.061263556674406631 -5.1521243199624651 -1.122057924119197 -31.504318466186522 -1.3348223833810717 -2.9858365119393193 132.95740632556735 -17.090322160720827 1.2834163723569929 3.6474839934935939 -7.8411124964794485 0.24306846995034659 -4.8020645706021057 -31.687388425259982 -12.54704391055637 0.64226125703981296 -50.175158364432207 209.85073939732143 -48.814577964500145 -1.6553933620452881 -1.8607365558021947 2.5862129874773796 -5.7970851206311993 -60.953454034978691 4.3382710582805135 -0.62561732205477627 -17.712594417730966 153.55216125488283 -5.1210979497657636
leaf_weight=198 574056 98074 183 677 20 21 536 21 30 99 104 83 543 98 37 45 1040 28 21 27 40 38 1603 51 22 53 55 84 20 106
leaf_count=198 574056 98074 183 677 20 21 536 21 30 99 104 83 543 98 37 45 1040 28 21 27 40 38 1603 51 22 53 55 84 20 106
internal_value=0 -0.0512453 0.532744 0.742843 -1.97458 -16.0516 1.20096 1.54541 16.043 -2.98955 -3.31222 0.974183 -0.0817918 -2.86755 -11.6192 -21.1835 1.17066 -0.690031 1.91886 13.4507 43.1307 73.4942 0.804712 -2.68216 -22.4196 -8.31462 -16.4927 -0.75075 4.95404 20.0651
internal_weight=0 103957 5160 4977 718 41 4259 3957 150 129 302 3807 98797 723 180 82 3724 1068 2656 234 99 59 2422 819 73 135 82 746 210 126
internal_count=678013 103957 5160 4977 718 41 4259 3957 150 129 302 3807 98797 723 180 82 3724 1068 2656 234 99 59 2422 819 73 135 82 746 210 126
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=4128 2 1597520 2 2 2
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=31
num_cat=13
split_feature=11 12 13 12 6 12 13 14 12 12 8 14 13 3 14 14 8 12 12 14 14 12 12 14 0 13 13 0 3 14
split_gain=26189.7 184659 841018 1.25715e+06 1.39764e+06 3.03827e+06 2.44133e+06 1.10275e+06 1.08608e+06 1.42204e+06 2.23944e+06 4.06699e+06 1.52493e+06 1.45783e+06 1.59618e+06 752424 746152 4.32127e+06 2.79469e+07 4.48712e+06 1.60496e+06 2.33862e+06 726386 1.60832e+06 1.77988e+06 2.01375e+06 1.77644e+06 3.5382e+06 1.74264e+06 1.52468e+06
threshold=1.0000000180025095e-35 8.5000000000000018 0 10.500000000000002 1.0000000180025095e-35 9.5000000000000018 1 2 12.500000000000002 11.500000000000002 1.0000000180025095e-35 3 4 1.0000000180025095e-35 5 6 1.0000000180025095e-35 11.500000000000002 12.500000000000002 7 8 10.500000000000002 9.5000000000000018 9 1.0000000180025095e-35 10 11 1.0000000180025095e-35 1.0000000180025095e-35 12
decision_type=2 2 9 2 2 2 9 1 2 2 2 1 9 2 1 1 2 2 2 1 1 2 2 1 2 9 9 2 2 1
left_child=1 -1 3 4 22 15 7 -7 9 13 12 -12 -11 -5 -15 -6 -4 20 -19 -20 21 -18 23 26 28 -26 27 -3 -25 -24
right_child=-2 2 16 8 5 6 -8 -9 -10 10 11 -13 -14 14 -16 -17 17 18 19 -21 -22 -23 29 24 25 -27 -28 -29 -30 -31
leaf_value=-0.16634123589839661 0.0084297643932903284 1.0523634657075134 0.80319652850840173 0.20536820829542368 -3.8539927520751953 3.8690769649388503 -1.9490861352937312 10.049315177985342 -0.03382997172495282 5.9172530963124217 -32.599039220098241 3.9148360013961794 -2.7242650928749694 3.4284181092914787 -23.124941069739208 0.95773157392229358 -3.4346502911476864 105.73702300499227 -14.382338966396119 35.110008086328925 4.4763306240881642 -42.064482223510744 1.5651987406283303 -1.8758302932089947 8.1665797692734667 -5.0545767797550694 -3.513477885016286 46.39709465720437 11.934855805910551 -2.893534452906017
leaf_weight=57318 574056 79 8896 4083 475 456 331 787 20140 207 67 56 3901 38 56 1029 42 29 90 23 62 25 1326 752 745 132 867 22 104 1819
leaf_count=57318 574056 79 8896 4083 475 456 331 787 20140 207 67 56 3901 38 56 1029 42 29 90 23 62 25 1326 752 745 132 867 22 104 1819
internal_value=0 -0.0461184 0.101632 -0.108489 0.927456 2.65215 5.7233 7.71996 -0.432359 -1.38697 -2.67914 -15.9748 -2.28105 -0.0780939 -12.3906 -0.561929 0.959616 6.12974 18.1654 -4.30868 -7.11887 -17.8488 0.0193783 1.2222 3.04594 6.21211 -2.04282 9.9448 -0.197896 -1.01364
internal_weight=0 103957 46639 37472 8924 3078 1574 1243 28548 8408 4231 123 4108 4177 94 1504 9167 271 142 113 129 67 5846 2701 1733 877 968 101 856 3145
internal_count=678013 103957 46639 37472 8924 3078 1574 1243 28548 8408 4231 123 4108 4177 94 1504 9167 271 142 113 129 67 5846 2701 1733 877 968 101 856 3145
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1171765 16 2 2 49152 2 2 2 2 2 52 1064960 2
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=31
num_cat=10
split_feature=13 12 9 13 14 14 13 12 11 12 13 12 12 9 13 11 14 3 11 13 10 11 11 7 11 11 2 12 12 14
split_gain=24690.8 204055 1.16811e+06 7.49376e+06 2.28133e+07 3.45722e+06 4.47585e+06 1.3855e+07 2.12781e+06 2.10379e+06 907690 850083 504717 1.23148e+06 1.10539e+06 1.62842e+06 1.40584e+06 3.1845e+06 1.71763e+07 2.06749e+07 2.02998e+06 2.89413e+06 1.76068e+06 1.14611e+06 3.25266e+06 1.02922e+06 1.1104e+06 1.65278e+06 1.64558e+07 2.37353e+07
threshold=0 2.5000000000000004 1.0000000180025095e-35 1 2 3 4 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 5 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 6 3.5000000000000004 7 1.0000000180025095e-35 2.5000000000000004 8 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 9
decision_type=9 2 2 9 1 1 9 2 2 2 9 2 2 2 9 2 1 2 2 9 2 2 2 2 2 2 2 2 2 1
left_child=1 2 -1 4 -4 6 7 -5 -9 -10 -7 -8 13 14 15 16 -3 20 -19 -20 23 22 -22 -18 -25 -14 -27 -28 29 -29
right_child=-2 12 3 5 -6 10 11 8 9 -11 -12 -13 25 -15 -16 -17 17 18 19 -21 21 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.051181758222472354 0.016581869125655156 -1.4959863410942833 0.43471646460832336 69.795492832835123 89.54097749710084 1.283290138581525 -2.3436957334710575 -1.6708774742713342 -1.7957422071887601 31.116518578162562 -5.9583543950612432 4.9423647533763537 -0.16156529581583912 -4.3056669576320488 0.49993570116693498 -2.7065927160271124 -2.9029084789521211 -2.3941006973510652 33.951604202972064 -2.6656431903577831 0.48625681195940296 -9.705379016582782 27.707234274374475 21.302935682024277 -0.93902090475294342 0.30401020997720424 -3.3277264170061081 -16.373718876308867 1.1089651870894461 88.847561703088161
leaf_weight=85372 387539 4578 102 41 40 243 407 130 31 52 600 264 134237 829 8630 3786 2109 1313 338 282 35 52 74 77 450 45171 285 36 857 53
leaf_count=85372 387539 4578 102 41 40 243 407 130 31 52 600 264 134237 829 8630 3786 2109 1313 338 282 35 52 74 77 450 45171 285 36 857 53
internal_value=0 -0.0219809 0.105901 2.5517 23.8551 0.701782 4.92723 15.9348 6.31538 18.824 -3.92636 0.515272 -0.0769142 -0.522955 -0.378604 -0.957283 -0.246786 0.962271 4.08346 17.8013 -1.19478 9.70605 18.9666 -1.86057 2.31075 -0.0212255 0.384766 3.34805 5.35925 46.2861
internal_weight=0 290474 87282 1910 142 1768 925 254 213 83 843 671 203192 22553 21724 13094 9308 4730 1933 620 2797 161 109 2636 527 180639 46402 1231 946 89
internal_count=678013 290474 87282 1910 142 1768 925 254 213 83 843 671 203192 22553 21724 13094 9308 4730 1933 620 2797 161 109 2636 527 180639 46402 1231 946 89
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1282506 256 2 2 1048576 36872 1179904 2 1048576 2
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=31
num_cat=9
split_feature=2 13 12 12 12 13 14 11 11 13 12 11 14 12 11 11 12 11 14 11 14 11 13 11 11 12 12 11 14 11
split_gain=26219.8 583004 421701 666899 2.24148e+06 8.6909e+06 2.05947e+07 3.42604e+07 4.65272e+07 3.00132e+06 3.79314e+06 4.87215e+06 2.92607e+06 9.63783e+06 5.59114e+07 1.28097e+07 6.27266e+06 6.7066e+06 2.61903e+06 2.45654e+06 3.48019e+06 1.77683e+06 1.12775e+06 555857 1.71379e+06 1.0097e+06 421916 705442 1.00408e+06 389591
threshold=1.0000000180025095e-35 0 3.5000000000000004 8.5000000000000018 7.5000000000000009 1 2 2.5000000000000004 3.5000000000000004 3 6.5000000000000009 2.5000000000000004 4 6.5000000000000009 3.5000000000000004 2.5000000000000004 6.5000000000000009 3.5000000000000004 5 3.5000000000000004 6 2.5000000000000004 7 2.5000000000000004 3.5000000000000004 5.5000000000000009 2.5000000000000004 3.5000000000000004 8 3.5000000000000004
decision_type=2 9 2 2 2 9 1 2 2 9 2 2 1 2 2 2 2 2 1 2 1 2 9 2 2 2 2 2 1 2
left_child=-1 2 26 4 9 6 7 -6 -9 10 18 -12 16 22 15 -15 -11 -18 -4 20 -7 -20 -14 -24 -25 -26 -2 -28 -29 -5
right_child=1 -3 3 29 5 19 -8 8 -10 12 11 -13 13 14 -16 -17 17 -19 21 -21 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=0.002906598532061115 0.17711202035319795 -0.61027221201443249 -22.210374255513038 1.4476801725981971 -27.988138729593029 -50.109929920064992 -4.1018713300878353 224.19780120849612 13.45537091255188 4.4117195741973658 0.43362133048829582 -64.327307715782752 -5.5345350118783809 5.9785458988613556 117.97322303108547 -92.296960812523253 3.5278050398215273 -53.129021030002178 -4.156499621332908 4.064646977069331 0.8031299514770508 25.344090618065426 -1.9355588983606411 29.223045304242305 -5.4704681679054552 17.930169078281946 -0.21553563033833223 -20.160876309430158 -0.69205653850848858 -1.3159709618730449
leaf_weight=664428 1071 8928 43 1229 23 29 88 22 20 274 21 26 146 36 46 21 39 45 49 51 25 35 54 34 54 28 170 54 52 872
leaf_count=664428 1071 8928 43 1229 23 29 88 22 20 274 21 26 146 36 46 21 39 45 49 51 25 35 54 34 54 28 170 54 52 872
internal_value=0 -0.137433 0.768714 1.37741 3.24859 11.5153 25.747 70.119 123.844 1.00588 -10.5167 -35.3916 3.67429 9.39397 35.9588 -30.2282 -2.91735 -26.8241 -2.13914 -10.6592 -26.5391 8.13541 0.735175 6.08724 10.3467 2.51999 -0.721328 -4.20766 -10.6101 0.300653
internal_weight=0 13585 4657 3310 1209 258 153 65 42 951 174 47 777 419 103 57 358 84 127 105 54 84 316 170 116 82 1347 276 106 2101
internal_count=678013 13585 4657 3310 1209 258 153 65 42 951 174 47 777 419 103 57 358 84 127 105 54 84 316 170 116 82 1347 276 106 2101
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2247175 147456 2 16388 2 2 2 131072 2
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=31
num_cat=7
split_feature=13 14 10 12 12 0 11 11 13 13 3 11 3 13 5 12 12 12 12 11 11 13 0 3 6 0 11 11 6 13
split_gain=23233.7 221226 1.03947e+06 928755 3.23188e+06 6.5876e+06 4.58061e+06 6.44371e+06 8.94607e+06 2.13285e+06 2.53211e+07 9.15793e+07 2.03796e+06 2.28007e+06 1.85233e+06 1.71053e+07 2.58888e+06 1.40328e+06 4.01737e+06 3.58957e+06 9.23728e+06 1.49021e+07 2.91719e+07 1.67177e+07 5.75245e+06 5.38017e+06 5.4779e+06 1.7748e+07 2.40576e+07 2.39631e+07
threshold=0 1 1.0000000180025095e-35 9.5000000000000018 8.5000000000000018 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 2 3 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 4 1.0000000180025095e-35 7.5000000000000009 7.5000000000000009 4.5000000000000009 5.5000000000000009 3.5000000000000004 2.5000000000000004 5 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6
decision_type=9 1 2 2 2 2 2 2 9 9 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9
left_child=-1 2 -2 4 14 12 7 -7 -9 10 -5 -12 -6 -14 16 -16 17 -3 19 20 25 22 23 -22 -23 26 27 -19 -29 -30
right_child=1 3 -4 9 5 6 -8 8 -10 -11 11 -13 13 -15 15 -17 -18 18 -20 -21 21 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.018977054093481549 0.14895762266589535 -0.16736550642088446 -1.0133460801342336 0.71946564887424524 -0.31935306090949356 3.9348096854798502 -0.85558274517888622 23.927676751253273 2.0601984150438422 -0.55153202435790216 190.41809651692711 -56.670627536773679 -4.2115230015345979 13.245257193495187 -0.92767765153298587 73.487541394914899 -1.678872207168784 0.084231588694866646 -0.20563285514987251 -2.361493278644097 -0.59870205785071906 0.23918308663342114 82.246344588638905 48.98877464135488 16.281180214237523 -3.1284101293115176 -0.87621946957333585 2.5446901034514111 45.555163926344655 -3.6589043629796887
leaf_weight=329225 169597 74198 8060 1621 5983 1280 736 473 322 47815 30 30 109 221 263 35 9312 1932 18754 1427 233 913 77 96 296 1862 2017 600 354 142
leaf_count=329225 169597 74198 8060 1621 5983 1280 736 473 322 47815 30 30 109 221 263 35 9312 1932 18754 1427 233 913 77 96 296 1862 2017 600 354 142
internal_value=0 0.0180607 0.0962259 -0.0630842 0.0855238 1.89563 5.92241 8.32656 15.3976 -0.428284 3.06249 66.8737 0.102613 7.75298 -0.0612652 7.81236 -0.0821749 0.0623178 0.656055 2.28035 3.05762 9.86625 26.1933 13.8706 4.13257 1.46562 3.16118 5.85055 16.0153 32.3103
internal_weight=0 348788 177657 171131 121635 9124 2811 2075 795 49496 1681 60 6313 330 112511 298 112213 102901 28703 9949 8522 1615 406 329 1209 6907 5045 3028 1096 496
internal_count=678013 348788 177657 171131 121635 9124 2811 2075 795 49496 1681 60 6313 330 112511 298 112213 102901 28703 9949 8522 1615 406 329 1209 6907 5045 3028 1096 496
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1284554 2 16 544 540672 16385 16
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=31
num_cat=10
split_feature=5 13 12 13 12 12 11 12 14 11 12 11 14 12 14 12 13 12 12 12 14 14 12 11 11 11 12 11 14 14
split_gain=24434.5 506942 3.04077e+06 274080 2.7155e+06 2.50601e+07 996868 1.54377e+06 641791 1.27024e+06 345213 854487 327080 342844 283543 244172 149014 368471 600336 130136 115572 105660 278113 98550.1 97945.5 95767.3 92355.5 88664 138681 102326
threshold=1.0000000180025095e-35 0 8.5000000000000018 1 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 8.5000000000000018 2 2.5000000000000004 13.500000000000002 1.0000000180025095e-35 3 10.500000000000002 4 4.5000000000000009 5 8.5000000000000018 7.5000000000000009 10.500000000000002 6 7 15.500000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 12.500000000000002 2.5000000000000004 8 9
decision_type=2 9 2 9 2 2 2 2 1 2 2 2 1 2 1 2 9 2 2 2 1 1 2 2 2 2 2 2 1 1
left_child=-1 2 -2 4 5 8 7 15 -3 23 11 14 -13 -14 -6 -5 -8 18 27 -16 -17 22 -9 -10 -12 -4 -19 29 -29 -18
right_child=1 3 25 6 10 -7 16 21 9 -11 24 12 13 -15 19 20 17 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0016522101050674212 -30.259762661080615 4.8598256151591031 7.9708648284276329 -11.159115253268062 -13.386423849643663 99.600882230486192 0.56960812877492539 3.6302860144911144 4.1342263871973213 -22.022721136317536 1.3618051146541221 -2.1626566967739058 15.0272294921875 0.36241115223277703 -9.7210616568724326 -16.073171806335449 -5.2584907620041461 2.0599160270414489 -16.670078300027285 0.087220179650091365 -25.954400950464709 -4.3860176636190982 -5.3093801897147612 -2.6800509761019455 -2.8508685227596402 0.9799077765886175 -0.81997889349569419 -1.6858028858048575 -9.323484244611528 2.0333731585474157
leaf_weight=673966 38 112 36 37 86 28 1827 87 44 34 337 233 25 44 24 20 27 207 34 31 29 85 58 41 66 43 241 70 36 67
leaf_count=673966 38 112 36 37 86 28 1827 87 44 34 337 233 25 44 24 20 27 207 34 31 29 85 58 41 66 43 241 70 36 67
internal_value=0 -0.244801 -6.46286 -0.0431288 1.28524 10.2563 -0.565421 -5.8606 -0.573369 -5.68696 -1.44602 -3.3727 -0.371762 5.67575 -9.80024 -17.291 0.0992349 -1.1523 -4.38537 -4.19276 -21.9212 -1.58661 0.0544195 0.84734 0.671888 4.16566 0.510687 -2.29697 -4.27973 -0.0610984
internal_weight=0 4047 117 3930 1105 259 2825 316 231 119 846 443 302 69 141 86 2509 682 234 55 49 230 145 85 403 79 448 200 106 94
internal_count=678013 4047 117 3930 1105 259 2825 316 231 119 846 443 302 69 141 86 2509 682 234 55 49 230 145 85 403 79 448 200 106 94
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=327744 48 2 2 2 3315713 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=31
num_cat=1
split_feature=11 14 12 12 12 1 12 2 8 12 3 12 6 12 12 12 12 0 9 12 1 6 6 0 6 12 12 12 12 1
split_gain=20367.5 118723 676103 551776 319222 305788 2.20911e+06 291980 260774 242817 216106 299473 208712 201779 320252 168250 617633 1.53858e+06 349039 391470 411604 283423 281562 235071 163162 1.28647e+06 339134 417765 299324 233638
threshold=4.5000000000000009 0 17.500000000000004 18.500000000000004 6.5000000000000009 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 14.500000000000002 15.500000000000002 11.500000000000002 1.0000000180025095e-35
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 9 -2 -7 8 24 12 15 -12 -3 -13 -15 22 17 21 19 20 -18 -17 -11 -21 26 -26 28 -28 -6 -29
right_child=1 2 3 -5 7 6 -8 -9 -10 10 11 13 -14 14 -16 16 18 -19 -20 23 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.0030223486346879712 -0.20700805495013541 -0.44443278049460899 24.375557745070687 1.7137550007213247 -2.3070970627012706 -0.56352619120949199 -34.036050553755324 -10.882994356463033 6.7826309390184356 -3.8087862820969414 4.1468306976689773 -0.10646823616914972 4.0957847452609339 8.7050633390184853 -2.230348737849746 -2.2994429414168649 -4.1612767934078896 19.166376444498699 9.9402710224020083 4.168552447325431 9.964157728715378 6.1331301704781964 3.7525889887954254 -4.6426601409912109 -1.2217888504266741 24.524218947546824 -14.654327359199526 3.2349884774949818 3.0692235358925757 -9.0707772572835292
leaf_weight=660059 12452 1884 21 22 525 190 22 31 41 194 493 473 107 71 43 115 331 60 29 149 22 61 66 38 256 21 45 36 129 27
leaf_count=660059 12452 1884 21 22 525 190 22 31 41 194 493 473 107 71 43 115 331 60 29 149 22 61 66 38 256 21 45 36 129 27
internal_value=0 -0.104926 0.292946 12.7811 0.190604 -0.271125 -4.03709 -1.31435 -1.0397 0.594861 1.33306 2.3298 -0.200433 0.803739 4.5803 0.322276 1.03659 5.33757 -0.747294 -1.32126 -3.28094 0.62321 -1.88936 2.37804 -1.34837 0.730075 -2.10393 -7.29533 -1.24663 -2.03891
internal_weight=0 17954 5290 43 5247 12664 212 1111 1080 4136 2145 1080 1991 587 114 1065 805 236 569 540 353 176 260 187 1039 277 762 108 654 63
internal_count=678013 17954 5290 43 5247 12664 212 1111 1080 4136 2145 1080 1991 587 114 1065 805 236 569 540 353 176 260 187 1039 277 762 108 654 63
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=31
num_cat=9
split_feature=13 12 9 6 12 13 11 11 12 12 13 11 14 12 12 12 14 11 12 11 12 11 14 14 13 12 11 11 13 12
split_gain=20506.9 200375 687370 656969 1.39413e+06 2.32708e+06 2.22869e+06 4.5429e+06 2.37507e+06 1.46016e+06 790625 1.25375e+06 6.34227e+06 1.30716e+07 991166 682817 581447 1.0961e+06 1.53191e+06 1.33022e+06 535973 1.12897e+06 579570 492980 455439 1.13068e+06 1.73992e+06 450442 760649 786676
threshold=0 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1 2.5000000000000004 3.5000000000000004 3.5000000000000004 6.5000000000000009 2 1.0000000180025095e-35 3 5.5000000000000009 5.5000000000000009 8.5000000000000018 4 3.5000000000000004 7.5000000000000009 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 5 6 7 7.5000000000000009 2.5000000000000004 2.5000000000000004 8 7.5000000000000009
decision_type=9 2 2 2 2 9 2 2 2 2 9 2 1 2 2 2 1 2 2 2 2 2 1 1 9 2 2 2 9 2
left_child=1 2 -1 -3 5 6 20 8 -8 10 -6 12 13 -12 -14 16 17 -11 -19 -20 22 23 -5 -22 25 26 -18 28 29 -26
right_child=-2 3 -4 4 9 -7 7 -9 -10 15 11 -13 14 -15 -16 -17 24 18 19 -21 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.06229014079688508 -0.01057964881740762 0.23893657674479987 -2.3619369139378925 -0.80611248481564413 -1.5118982665668708 -0.11850912345902476 10.780911028385162 -3.6849827920236899 30.968090014591397 -2.2779373611885378 1.3003768026828766 -3.0530235243548316 -9.1608900119096806 -96.328373845418298 6.885576829784795 -0.5524507841261812 6.5528988319530832 -2.4808498759055513 12.443338577563948 -2.2234581080350009 23.12478264898062 -3.5850254315856507 7.5200648186307308 5.3226471655709409 7.5482670863280674 -0.6905448686508906 39.137224014945652 -0.22897018026489724 -1.1905931310540827 1.2635701921251086
leaf_weight=68273 491152 89826 1325 123 2706 2808 128 124 107 1099 32 812 78 24 76 16055 57 256 208 88 20 282 261 70 421 84 23 789 328 378
leaf_count=68273 491152 89826 1325 123 2706 2808 128 124 107 1099 32 812 78 24 76 16055 57 256 208 88 20 282 261 70 421 84 23 789 328 378
internal_value=0 0.028342 -0.106071 0.108121 -0.320156 1.42502 5.26604 11.8011 19.9725 -0.611314 -2.42674 -4.78737 -11.7215 -40.5405 -1.24185 -0.269259 0.949353 -0.451848 3.18379 8.08294 2.23239 -0.472839 4.85309 9.27868 2.06156 6.98658 15.9209 1.59521 2.88645 4.51848
internal_weight=0 186861 69598 117263 27437 3923 1115 359 235 23514 3728 1022 210 56 154 19786 3731 1651 552 296 756 372 384 90 2080 164 80 1916 1127 799
internal_count=678013 186861 69598 117263 27437 3923 1115 359 235 23514 3728 1022 210 56 154 19786 3731 1651 552 296 756 372 384 90 2080 164 80 1916 1127 799
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2908709 270372 541189 2 2 2 2 2359300 540704
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=31
num_cat=5
split_feature=11 13 2 14 12 12 12 11 12 12 12 11 12 12 12 12 12 12 11 12 12 12 11 12 11 3 13 14 12 13
split_gain=22237.4 158370 559778 4.08377e+06 5.34579e+06 1.61805e+07 2.98542e+07 2.02632e+07 3.12198e+07 2.65489e+07 1.07795e+07 1.20674e+07 3.38864e+06 3.01578e+06 7.41948e+06 2.74605e+06 7.69322e+06 7.71747e+06 8.42051e+06 2.73412e+06 5.19027e+06 1.68938e+06 639535 560128 552733 1.45169e+06 1.90061e+06 1.62152e+06 3.90953e+06 1.27908e+07
threshold=2.5000000000000004 0 1.0000000180025095e-35 1 12.500000000000002 6.5000000000000009 8.5000000000000018 3.5000000000000004 7.5000000000000009 7.5000000000000009 11.500000000000002 3.5000000000000004 14.500000000000002 11.500000000000002 12.500000000000002 8.5000000000000018 6.5000000000000009 7.5000000000000009 3.5000000000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 2 3 2.5000000000000004 4
decision_type=2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 9
left_child=-1 -2 24 4 5 19 7 9 -9 -7 -8 -12 13 15 -15 16 23 18 -18 20 21 -4 -19 -5 25 26 -3 -27 -29 -30
right_child=1 2 3 12 -6 6 10 8 -10 -11 11 -13 -14 14 -16 -17 17 22 -20 -21 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.016588632572116301 0.025766096824610892 0.37761135288380798 -0.33179034144938496 -1.6786147205257713 -4.4256553300019714 29.715945076942447 -6.9838342669515896 108.87531967163086 -50.799761840820317 179.47996039554994 -9.0285366535186764 70.936493981402847 26.313590782710488 -66.214360547948772 1.9793706869467713 8.5867083036736265 -13.027299047399451 -11.248860278882479 -88.329217344341856 -15.118727863698766 27.391908931732178 -23.077857521904843 10.495997510637556 8.9995545617465318 0.078187443124771286 -0.54371054968613419 -1.3791080825897302 0.086426012815363953 12.132076899679825 -6.5289461319787172
leaf_weight=371296 218765 8954 119 321 354 20 165 24 25 29 32 46 35 27 39 146 27 38 33 138 62 45 21 58 44015 7547 19715 4293 1074 550
leaf_count=371296 218765 8954 119 321 354 20 165 24 25 29 32 46 35 27 39 146 27 38 33 138 62 45 21 58 44015 7547 19715 4293 1074 550
internal_value=0 -0.0197972 -0.133115 1.61024 5.60088 10.6355 26.2876 72.8801 27.4084 118.352 7.49725 38.1303 -4.06236 -5.55977 -25.9181 -3.47336 -7.00904 -29.1903 -54.4434 -4.02767 2.74474 -6.57309 -3.50917 -0.0444886 -0.169638 -0.428533 -0.830793 0.428001 1.6674 5.84665
internal_weight=0 306717 87952 1804 1059 705 341 98 49 49 243 78 745 710 66 644 498 119 60 364 226 164 59 379 86148 42133 28669 13464 5917 1624
internal_count=678013 306717 87952 1804 1059 705 341 98 49 49 243 78 745 710 66 644 498 119 60 364 226 164 59 379 86148 42133 28669 13464 5917 1624
cat_boundaries=0 1 2 3 4 5
cat_threshold=3061905 2 364 2 1064960
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=31
num_cat=8
split_feature=2 13 11 12 12 14 12 11 12 11 13 12 12 12 14 12 13 11 12 12 14 12 12 12 14 12 12 13 12 12
split_gain=27574.6 549288 1.15006e+06 4.96042e+06 1.37431e+07 3.90202e+06 859432 1.06843e+06 1.02566e+06 551794 8.78428e+06 1.35683e+07 1.45234e+08 4.10596e+06 2.10163e+06 1.33317e+06 1.23609e+06 6.38077e+06 1.45731e+07 6.59085e+07 6.62014e+06 981959 3.48872e+06 2.21069e+06 3.41302e+06 952938 760454 751150 1.97543e+06 1.81905e+06
threshold=1.0000000180025095e-35 0 3.5000000000000004 2.5000000000000004 4.5000000000000009 1 8.5000000000000018 2.5000000000000004 2.5000000000000004 3.5000000000000004 2 6.5000000000000009 7.5000000000000009 5.5000000000000009 3 12.500000000000002 4 2.5000000000000004 8.5000000000000018 6.5000000000000009 5 5.5000000000000009 7.5000000000000009 6.5000000000000009 6 1.5000000000000002 2.5000000000000004 7 8.5000000000000018 12.500000000000002
decision_type=2 9 2 2 2 1 2 2 2 2 9 2 2 2 1 2 9 2 2 2 1 2 2 2 1 2 2 9 2 2
left_child=-1 2 6 5 -5 -4 7 -2 -9 16 11 13 -13 25 15 -14 17 -3 19 20 -19 26 23 -23 -25 -11 -12 28 -24 -30
right_child=1 9 3 4 -6 -7 -8 8 -10 10 21 12 14 -15 -16 -17 -18 18 -20 -21 -22 22 27 24 -26 -27 -28 -29 29 -31
leaf_value=0.0030061735008157162 -1.8357899801646398 -1.9952766671650846 -40.123380243778229 64.286315617561343 0.83859339087817808 8.0536810435097799 -0.019900937416989891 -1.3644910582629119 -11.203802560904139 12.919501360868797 1.2351650707949249 -275.0800137606534 -25.46976568603516 43.01074224401404 7.6190641494024369 -3.8916585125140291 0.28702528291484958 -36.355355128119974 -8.8392048919355712 186.73406250000002 35.055771736871627 4.0968287187464103 -19.185654670961441 5.3429726676335418 37.426056600298203 -5.9604775305355302 -4.6197101732240107 -0.82895246468319506 16.045824011889373 0.16461180860891284
leaf_weight=664428 971 355 40 40 233 29 1120 165 296 39 482 22 50 27 84 67 7337 34 77 25 21 136 31 63 70 85 411 984 132 159
leaf_count=664428 971 355 40 40 233 29 1120 165 296 39 482 22 50 27 84 67 7337 34 77 25 21 136 31 63 70 85 411 984 132 159
internal_value=0 -0.140913 -1.36048 4.08031 10.135 -19.8751 -2.09495 -3.71789 -7.68214 0.190312 -1.00343 -15.0716 -31.1479 7.67225 -4.4489 -13.1131 0.622789 5.32471 22.2154 52.1055 -9.08929 1.18472 2.69148 13.0617 22.2288 -0.0224197 -1.45952 0.555504 4.66707 7.36846
internal_weight=0 13585 2894 342 273 69 2552 1432 461 10691 2842 374 223 151 201 117 7849 512 157 80 55 2468 1575 269 133 124 893 1306 322 291
internal_count=678013 13585 2894 342 273 69 2552 1432 461 10691 2842 374 223 151 201 117 7849 512 157 80 55 2468 1575 269 133 124 893 1306 322 291
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=307680 2 16400 2 16896 2 2 1048580
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=31
num_cat=7
split_feature=2 13 12 12 12 11 12 11 12 14 11 11 12 13 12 12 14 12 11 12 12 12 12 12 11 14 12 13 14 11
split_gain=22349.2 454778 415821 436466 407599 403855 2.61505e+06 522531 613513 362401 568261 337014 329114 323397 3.01009e+06 2.62673e+07 1.62823e+06 2.71764e+06 3.94445e+06 988446 837990 3.80534e+06 387318 1.11563e+06 4.30054e+06 1.44216e+07 2.0625e+07 1.47347e+06 1.23243e+06 2.293e+06
threshold=1.0000000180025095e-35 0 8.5000000000000018 3.5000000000000004 11.500000000000002 3.5000000000000004 6.5000000000000009 2.5000000000000004 6.5000000000000009 1 1.5000000000000002 1.0000000180025095e-35 23.500000000000004 2 7.5000000000000009 8.5000000000000018 3 2.5000000000000004 2.5000000000000004 9.5000000000000018 12.500000000000002 11.500000000000002 7.5000000000000009 5.5000000000000009 1.5000000000000002 4 6.5000000000000009 5 6 2.5000000000000004
decision_type=2 9 2 2 2 2 2 2 2 1 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 1 2 9 1 2
left_child=-1 2 3 11 -4 7 -7 9 -9 10 -5 -2 13 14 16 -16 17 -3 -19 -17 21 -21 23 -15 25 26 -25 28 -26 -30
right_child=1 12 4 5 -6 6 -8 8 -10 -11 -12 -13 -14 22 15 19 -18 18 -20 20 -22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=0.002705564909054538 8.4522335382608258 2.1819818229998571 2.385048598604635 -16.408380667255685 -1.4329071795129913 -8.9801506799200315 25.984919874129758 -4.1274454237922793 -14.504490790917323 -0.77114746863307482 -3.1078862614992286 -1.1338957624125288 10.281590032577515 -0.18585895276614017 83.884393008162348 -15.518464931574735 1.2706736745705476 1.3858805792672295 -47.808939090141884 -1.9451070691263954 -4.514158393117718 45.536969411940802 -0.60531869009403605 -12.255202774206799 4.6062223789019461 0.61210897940176512 108.82292891039567 1.9773073543419355 -3.7804983579195466 -37.482242433952564
leaf_weight=664428 39 59 463 44 706 69 31 126 104 281 119 615 32 3876 41 44 185 28 39 86 133 21 5313 24 39 162 34 787 52 33
leaf_count=664428 39 59 463 44 706 69 31 126 104 281 119 615 32 3876 41 44 185 28 39 86 133 21 5313 24 39 162 34 787 52 33
internal_value=0 -0.126862 -1.31423 -2.46417 0.0792515 -4.07122 1.85902 -4.95108 -8.81967 -2.94707 -6.6982 -0.562246 0.154825 0.125388 2.29587 9.06173 -4.70075 -13.4683 -27.2499 -1.74014 0.785892 7.37381 -0.010588 0.620468 3.3838 15.9319 58.7216 0.35352 -9.35714 -16.8647
internal_weight=0 13585 2597 1428 1169 774 100 674 230 444 163 654 10988 10956 636 325 311 126 67 284 240 107 10320 5007 1131 220 58 911 124 85
internal_count=678013 13585 2597 1428 1169 774 100 674 230 444 163 654 10988 10956 636 325 311 126 67 284 240 107 10320 5007 1131 220 58 911 124 85
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=307648 2 16896 2 2 524324 2
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=31
num_cat=11
split_feature=12 13 0 12 11 11 13 12 6 14 1 12 13 14 14 14 7 12 13 11 11 13 12 0 11 14 14 0 11 12
split_gain=21210.9 263466 671314 1.99621e+06 132312 128357 104764 192694 125248 201588 103134 153231 133447 168942 84332 78012.7 67836.5 65666.2 248837 476536 373348 74775.9 106504 78166.8 97149.6 78256.7 66167.3 74006.9 56420.5 114059
threshold=26.500000000000004 0 1.0000000180025095e-35 28.500000000000004 1.5000000000000002 3.5000000000000004 1 29.500000000000004 1.0000000180025095e-35 2 1.0000000180025095e-35 28.500000000000004 3 4 5 6 1.0000000180025095e-35 24.500000000000004 7 2.5000000000000004 3.5000000000000004 8 25.500000000000004 1.0000000180025095e-35 2.5000000000000004 9 10 1.0000000180025095e-35 1.0000000180025095e-35 29.500000000000004
decision_type=2 9 2 2 2 2 9 2 2 1 2 2 9 1 1 1 2 2 9 2 2 9 2 2 2 1 1 2 2 2
left_child=17 2 5 -4 10 -2 7 16 9 -9 12 -12 13 -3 -8 28 -6 -1 19 -19 -21 26 -23 24 -24 -26 -20 -28 -14 -30
right_child=1 4 3 -5 6 -7 14 8 -10 -11 11 -13 15 -15 -16 -17 -18 18 21 20 -22 22 23 -25 25 -27 27 -29 29 -31
leaf_value=6.696287387315822e-06 -2.2738964683828295 0.81499804884195337 34.814889833201534 1.9812693718860026 -3.2352778815641638 3.3186002554716887 -1.8061665716471973 1.3377525108759523 -2.5546258608500167 9.8536443617608818 -3.6590993666648863 6.640549121453212 -0.90284730944522595 9.7241856089953718 -4.8603472246064081 -2.7679958090262669 2.4569601917775192 -0.27641911819332937 1.7666989676060121 21.862049160401028 4.2233533943692843 -2.8501377646330819 -0.39379860138406558 -2.6727004945278168 1.8438415265509063 10.476926100821723 -2.0170954614072234 3.5807847468058274 4.5499438559831082 -0.66614912897348411
leaf_weight=674899 171 80 23 95 164 54 555 122 48 36 20 52 344 29 108 146 24 61 326 24 24 157 49 40 21 21 111 30 67 112
leaf_count=674899 171 80 23 95 164 54 555 122 48 36 20 52 344 29 108 146 24 61 326 24 24 157 49 40 21 21 111 30 67 112
internal_value=0 -0.306424 2.20774 8.38104 -0.766189 -0.931697 -1.51717 -0.18887 1.919 3.27808 0.158657 3.77954 -0.176437 2.91766 -2.26945 -0.713504 -2.50861 0.00112205 0.872359 5.11923 13.0427 0.188928 -1.05684 1.01169 2.63121 6.16038 0.963249 -0.826057 -0.153617 1.28624
internal_weight=0 2250 343 118 1907 225 1057 394 206 158 850 72 778 109 663 669 188 675763 864 109 48 755 288 131 91 42 467 141 523 179
internal_count=678013 2250 343 118 1907 225 1057 394 206 158 850 72 778 109 663 669 188 675763 864 109 48 755 288 131 91 42 467 141 523 179
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=135168 1083465 2 843776 2 2 2 73729 1069072 2 2
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=31
num_cat=8
split_feature=5 13 12 14 13 11 12 13 11 12 12 12 11 13 13 11 12 12 11 11 12 12 13 11 11 11 12 13 12 12
split_gain=19812.4 411705 2.4621e+06 292401 4.34832e+06 1.63498e+07 1.11823e+06 623821 978501 2.085e+06 240384 796470 1.16591e+06 221965 201868 362002 513602 185143 202299 332508 120714 100029 89576.6 85791.4 107241 84078.3 154660 109160 149455 188429
threshold=1.0000000180025095e-35 0 8.5000000000000018 1 2 2.5000000000000004 2.5000000000000004 3 1.0000000180025095e-35 13.500000000000002 8.5000000000000018 7.5000000000000009 1.5000000000000002 4 5 2.5000000000000004 10.500000000000002 5.5000000000000009 2.5000000000000004 1.5000000000000002 10.500000000000002 8.5000000000000018 6 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 7 1.0000000180025095e-35 7.5000000000000009
decision_type=2 9 2 1 9 2 2 9 2 2 2 2 2 9 9 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2
left_child=-1 2 -2 7 5 -5 -7 8 9 -3 11 13 -13 -6 15 -12 -17 18 19 -15 25 -8 -22 24 -16 26 -9 28 -27 -30
right_child=1 3 -4 4 10 6 21 20 -10 -11 14 12 -14 17 23 16 -18 -19 -20 -21 22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.001415941649709593 -27.238050128284257 -42.451247514997213 3.7389999631084976 86.926603078842163 0.77896144272160617 18.66273098754883 -10.379503874943175 -6.4493418163723426 -1.7077417712090381 -1.3676653782526653 0.3026653803710555 -32.266709100632447 -3.1690954004228118 -5.0820729565620431 -4.9949737440456046 21.720288887023926 3.3613239418715239 -10.61804726754918 -6.6220907735197176 9.2649975109100335 1.2884046381348637 -2.8481289196014408 -0.28820173495427226 -4.7474645763203718 0.61112721017071692 -9.6994783067184951 1.0759831406853415 0.38322459363034178 0.18579376679879647 -4.1449857597053059
leaf_weight=673966 38 21 79 28 273 25 29 72 118 30 299 21 40 35 44 20 64 34 57 30 597 45 883 69 152 23 44 447 270 160
leaf_count=673966 38 21 79 28 273 25 29 72 118 30 299 21 40 35 44 20 64 34 57 30 597 45 883 69 152 23 44 447 270 160
internal_value=0 -0.220507 -5.82413 -0.0387631 1.21312 18.039 0.377746 -0.63314 -6.33531 -18.2844 -0.815984 -2.49452 -13.1863 -0.974241 0.440687 1.88302 7.73251 -3.84576 -2.27362 1.53965 -0.22079 -5.79961 0.354525 -1.65259 -0.647385 -1.06102 -3.59491 -0.734431 -1.80588 -1.42566
internal_weight=0 4047 117 3930 1265 127 99 2665 169 51 1138 490 61 429 648 383 84 156 122 65 2496 74 1480 265 196 1016 116 900 453 430
internal_count=678013 4047 117 3930 1265 127 99 2665 169 51 1138 490 61 429 648 383 84 156 122 65 2496 74 1480 265 196 1016 116 900 453 430
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=327744 2 33 8228 180240 1073296 1706368 655633
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=31
num_cat=6
split_feature=2 13 14 11 12 12 11 13 12 12 12 12 12 12 13 12 12 12 12 12 11 12 12 12 13 12 12 11 13 11
split_gain=18112.9 400050 352158 5.76525e+06 8.4245e+06 1.27347e+08 2.15933e+06 3.18327e+06 5.32966e+06 5.7719e+07 5.32761e+06 8.80676e+06 1.01017e+07 5.0994e+06 2.05927e+06 2.71245e+06 7.18654e+06 1.93828e+06 4.86082e+06 2.97481e+06 1.8565e+06 1.70949e+06 1.70878e+06 1.66375e+06 1.29798e+06 2.25147e+06 2.93085e+07 1.28835e+06 1.185e+06 4.02428e+06
threshold=1.0000000180025095e-35 0 1 3.5000000000000004 7.5000000000000009 6.5000000000000009 3.5000000000000004 2 12.500000000000002 11.500000000000002 7.5000000000000009 2.5000000000000004 3.5000000000000004 5.5000000000000009 3 11.500000000000002 13.500000000000002 11.500000000000002 12.500000000000002 5.5000000000000009 1.5000000000000002 1.5000000000000002 4.5000000000000009 7.5000000000000009 4 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 5 2.5000000000000004
decision_type=2 9 1 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2
left_child=-1 -2 6 28 5 22 20 8 9 10 11 21 -13 -14 15 -6 -17 19 -19 -9 24 -8 -5 -21 -3 26 -26 -27 29 -4
right_child=1 2 3 4 14 -7 7 17 -10 -11 -12 12 13 -15 -16 16 -18 18 -20 23 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0024225175810470775 0.57227430967915061 -5.753796882659012 -0.2631108895152599 -2.8590787394532882 7.341878742490497 -195.77129648569471 -0.3157169736664871 -7.713026523225162 -7.3447559872189094 182.30529907226563 -16.223045690436113 78.983225295122935 -10.417409031565597 42.393872995087598 11.478062582015992 -64.313812065124509 5.2354277879763877 -40.516057586669923 -0.74680182991356692 30.755233051465908 -2.5266881176209086 -32.049422931671145 15.130458071534063 5.7397913872249546 -2.7749993466546665 4.4896473715334766 96.806221967424676 -4.8433657908132659 -1.4988537141974545 11.552877811447736
leaf_weight=664428 5219 151 1430 206 70 37 58 98 111 20 76 34 41 33 126 24 39 39 145 46 2364 24 71 63 190 405 35 233 1836 361
leaf_count=664428 5219 151 1430 206 70 37 58 98 111 20 76 34 41 33 126 24 39 39 145 46 2364 24 71 63 190 405 35 233 1836 361
internal_value=0 -0.114221 -0.542516 -1.18933 -10.5107 -21.5231 0.108276 4.82203 10.9772 18.4719 6.15363 15.1043 33.864 13.1336 2.84015 -5.77216 -21.2595 -1.66569 -9.17615 4.92981 -0.991321 -9.60363 1.75196 16.2968 2.58818 4.06732 12.7154 1.0812 0.28328 2.1068
internal_weight=0 13585 8366 4200 573 314 4166 788 397 286 266 190 108 74 259 133 63 391 184 207 3378 82 277 109 1014 863 225 638 3627 1791
internal_count=678013 13585 8366 4200 573 314 4166 788 397 286 266 190 108 74 259 133 63 391 184 207 3378 82 277 109 1014 863 225 638 3627 1791
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2771459 2 1048608 1081472 36960 262232
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=31
num_cat=1
split_feature=11 10 12 12 12 12 12 3 12 12 2 14 4 12 12 2 12 4 12 12 0 9 12 1 6 12 12 6 12 12
split_gain=18225.7 98801.7 559784 2.22783e+06 145974 133643 130538 371596 339688 296394 315644 221885 339012 630791 178723 173521 251514 168731 179665 182380 359830 188741 194730 317480 208347 160981 340769 160848 160053 685081
threshold=4.5000000000000009 1.0000000180025095e-35 11.500000000000002 13.500000000000002 8.5000000000000018 1.5000000000000002 7.5000000000000009 1.0000000180025095e-35 10.500000000000002 6.5000000000000009 1.0000000180025095e-35 0 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 9.5000000000000018 1.0000000180025095e-35 16.500000000000004 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 -4 5 -3 9 8 15 11 -11 12 14 -14 -2 -8 -17 18 27 -20 21 22 24 -24 -21 -9 -27 -13 -10 -30
right_child=1 2 3 -5 -6 -7 7 25 28 10 -12 17 13 -15 -16 16 -18 -19 19 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0027879357722003228 0.43296472301080674 -4.2268186851784035 31.93549259730748 -0.085199774909265266 -4.7440250069754466 1.2366663110165197 -2.3357720513497631 -2.0735750452677411 0.29066353538698464 2.8141380710824455 -9.417606839266691 -0.29929887852373654 -6.4516537771338509 15.356513913472496 -0.6520091770174179 9.5032011445363374 -4.5738247077573426 -4.6930671785698568 2.0070838258605423 -0.073331046315421047 -4.675868701217766 8.9188174543709593 1.4691299836328424 14.154547409784227 -7.3909759521484375 10.666794794256038 1.8157488246949818 3.6889022738019999 -5.8320243707409611 2.17952809130411
leaf_weight=660059 1943 54 28 97 70 262 1395 60 1714 514 22 1842 21 36 6945 30 22 61 1259 226 133 29 326 21 47 55 208 107 216 211
leaf_count=660059 1943 54 28 97 70 262 1395 60 1714 514 22 1842 21 36 6945 30 22 61 1259 226 133 29 326 21 47 55 208 107 216 211
internal_value=0 -0.0993271 1.27124 7.08744 -0.612237 0.303033 -0.139479 -0.648334 -0.940794 0.00759015 2.31209 -0.0874553 -0.365523 7.32193 -0.414824 -2.12435 3.54754 0.526545 0.606344 1.26208 0.062645 1.03371 0.664892 2.23684 -1.33315 2.60042 3.66673 -0.0803468 -0.140887 -1.87315
internal_weight=0 17954 511 125 386 316 17443 3911 3588 13532 536 12996 8945 57 8888 1447 52 4051 3990 2041 782 649 620 347 273 323 263 1949 2141 427
internal_count=678013 17954 511 125 386 316 17443 3911 3588 13532 536 12996 8945 57 8888 1447 52 4051 3990 2041 782 649 620 347 273 323 263 1949 2141 427
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=31
num_cat=10
split_feature=12 13 0 14 11 11 1 13 14 1 14 6 13 12 7 0 12 13 11 11 13 12 0 11 6 14 0 11 11 14
split_gain=17756.8 228866 289966 1.49999e+06 281284 117492 83505 112778 104447 75062.8 61097.8 60269.8 78117.6 132519 154434 316239 53255.9 199870 384280 304794 60792.7 86019.8 63269.4 78591.7 76324.8 53952.1 59958.5 53112.9 82583 45939.4
threshold=26.500000000000004 0 1.0000000180025095e-35 1 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2 3 1.0000000180025095e-35 4 1.0000000180025095e-35 5 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 6 2.5000000000000004 3.5000000000000004 7 25.500000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 8 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 9
decision_type=2 9 2 1 2 2 2 9 1 2 1 2 9 2 2 2 2 9 2 2 9 2 2 2 2 1 2 2 2 1
left_child=16 2 4 -4 29 6 7 10 -9 11 -3 12 13 -7 15 -15 -1 18 -18 -20 25 -22 23 -23 -25 27 -27 28 -19 -2
right_child=1 5 3 -5 -6 9 -8 8 -10 -11 -12 -13 -14 14 -16 -17 17 20 19 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=4.8632071364795485e-06 -0.86295100172967398 -0.18118304532507193 0.98418785978894707 29.609785357388589 6.1800181780542651 -2.0602655139836399 3.4257983152295504 0.92837075168310212 7.5461980848601371 -4.9751158526069243 -2.5285486296868664 -2.5138718140566794 -1.29197758113039 13.359755289554597 -3.7721982860565184 -0.59211651195179338 -0.25399409669344547 1.854216661760884 19.675180919965111 3.7379705727100374 -2.5619775651936321 -0.35508133051346763 -2.4060930797457694 9.8028801276570281 1.2770228340512231 -1.8165913100715156 3.2220437876383468 2.9965042910060369 -2.8311933976632577 -4.2638879198777051
leaf_weight=674899 131 506 109 22 56 66 71 86 33 57 142 270 559 32 20 33 61 124 24 24 157 49 40 21 21 111 30 148 54 57
leaf_count=674899 131 506 109 22 56 66 71 86 33 57 142 270 559 32 20 33 61 124 24 24 157 49 40 21 21 111 30 148 54 57
internal_value=0 -0.280384 1.94464 5.79154 -0.041013 -0.731856 0.144825 -0.158889 2.54934 -1.44736 -0.685004 -1.24217 -0.75857 1.22081 3.9121 6.2765 0.0010093 0.785611 4.59178 11.7066 0.173001 -0.95032 0.908666 2.3657 5.53995 0.871155 -0.744541 1.59669 0.4328 -1.89409
internal_weight=0 2250 375 131 244 1875 838 767 119 1037 648 980 710 151 85 65 675763 864 109 48 755 288 131 91 42 467 141 326 178 188
internal_count=678013 2250 375 131 244 1875 838 767 119 1037 648 980 710 151 85 65 675763 864 109 48 755 288 131 91 42 467 141 326 178 188
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=167936 2 1116240 2 2 1048641 73729 1069072 2 2
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=31
num_cat=10
split_feature=13 12 6 12 13 11 11 12 12 12 11 12 13 14 14 13 12 11 11 13 11 13 11 14 12 11 14 11 9 11
split_gain=17144.2 142895 612077 1.01633e+06 1.98907e+06 1.80131e+06 3.67728e+06 1.92461e+06 1.71959e+06 1.02655e+06 1.01967e+06 3.44099e+06 5.71739e+06 4.31865e+06 956932 766546 1.00104e+06 1.15789e+06 696438 697920 934204 665522 867864 4.94723e+06 7.73136e+06 632215 612256 1.03935e+06 560724 553176
threshold=0 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 1 2.5000000000000004 3.5000000000000004 3.5000000000000004 6.5000000000000009 8.5000000000000018 3.5000000000000004 7.5000000000000009 2 3 4 5 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 6 2.5000000000000004 7 1.0000000180025095e-35 8 5.5000000000000009 2.5000000000000004 9 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004
decision_type=9 2 2 2 9 2 2 2 2 2 2 2 9 1 1 9 2 2 2 9 2 9 2 1 2 2 1 2 2 2
left_child=-1 28 -3 4 5 -4 7 -7 21 10 14 -12 13 -13 -10 16 18 -18 -16 20 -20 -5 23 24 -23 -21 27 -14 -2 -6
right_child=1 2 3 8 29 6 -8 -9 9 -11 11 12 26 -15 15 -17 17 -19 19 25 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.010787175483849663 -0.047012216305443374 0.20294265886226839 2.0062595496732722 -0.9474976407736162 1.2755637767675434 9.6863638341426856 -3.3241006718527886 27.858591518223843 -1.8229024610374915 -0.50826457263215696 -2.0036490971773442 5.9091443312795544 11.193352609414321 48.723190209173389 -2.0162501370465313 -0.42224030212286384 10.654704794722997 -1.9286670898809666 7.3376843570677712 10.757303270443465 -7.4358764501718371 -0.6102686987982856 -2.684776327397 -1.2672928843004951 -61.03312953948975 25.911244659423829 0.56558423611362285 -1.7710681265050714 -2.0139604224536516 -1.2358096813180175
leaf_weight=462541 77329 104363 756 1957 1607 128 124 107 1320 18745 568 38 208 62 81 944 89 410 242 129 52 45 2093 261 40 35 243 88 1477 1931
leaf_count=462541 77329 104363 756 1957 1607 128 124 107 1320 18745 568 38 208 62 81 944 89 410 242 129 52 45 2093 261 40 35 243 88 1477 1931
internal_value=0 0.0233634 0.0852035 -0.295183 1.07216 4.73357 10.6087 17.9605 -0.525281 -0.182399 1.1723 3.65958 8.69356 29.5035 0.26311 1.65238 3.50939 0.315662 6.53121 8.04288 4.56926 -2.33906 -3.43764 -8.09119 -29.0446 13.1873 4.20729 7.33907 -0.0838772 -0.0948471
internal_weight=0 215472 136666 32303 4653 1115 359 235 27650 23254 4509 1207 639 100 3302 1982 1038 499 539 458 294 4396 2439 346 85 164 539 296 78806 3538
internal_count=678013 215472 136666 32303 4653 1115 359 235 27650 23254 4509 1207 639 100 3302 1982 1038 499 539 458 294 4396 2439 346 85 164 539 296 78806 3538
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1284442 270372 128 2 2 2900000 524320 524805 2 2
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=31
num_cat=12
split_feature=11 1 13 12 14 12 14 11 11 13 14 12 12 13 12 11 14 11 12 13 12 14 12 11 13 12 12 14 12 13
split_gain=18216.9 157265 674530 2.11863e+06 5.23222e+06 5.16825e+06 6.33949e+07 2.91286e+06 1.03118e+06 631544 3.63478e+06 501751 867493 1.18232e+06 978300 1.14009e+06 789740 2.58732e+06 2.06071e+06 784480 4.49729e+06 3.4789e+06 1.20648e+06 6.29177e+06 1.16627e+06 643369 1.08551e+06 605039 353337 387582
threshold=2.5000000000000004 1.0000000180025095e-35 0 1.5000000000000002 1 2.5000000000000004 2 1.0000000180025095e-35 1.0000000180025095e-35 3 4 5.5000000000000009 1.5000000000000002 5 1.0000000180025095e-35 1.5000000000000002 6 1.0000000180025095e-35 3.5000000000000004 7 7.5000000000000009 8 6.5000000000000009 1.5000000000000002 9 15.500000000000002 10.500000000000002 10 16.500000000000004 11
decision_type=2 2 9 2 1 2 1 2 2 9 1 2 2 9 2 2 1 2 2 9 2 1 2 2 9 2 2 1 2 9
left_child=1 -1 3 4 -3 6 -5 -8 -6 10 -7 12 13 14 -4 -16 17 18 -14 28 21 -21 23 -23 -22 26 -26 -17 -13 -30
right_child=-2 2 11 5 8 9 7 -9 -10 -11 -12 19 16 -15 15 27 -18 -19 -20 20 24 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.025453379412697263 -0.017977316556318682 -59.311124985868275 -0.10514010038669939 178.36327588438988 -21.565492447146351 -48.202060450258713 -54.335121478817683 -9.9354577488369422 1.1411283615657262 -2.0548274360980416 -3.6682482933004703 -0.57818399691288336 -40.448016590542267 -1.735052822518387 3.2219870590582129 2.4112104635972247 -1.2776997526023877 -2.725850463260052 -4.2763536393642427 -8.5440961289405823 -1.6415101012738811 52.608663139343264 35.457401682118899 -5.7697658538818359 19.281959051244399 19.871725203539874 -2.3982687181896636 19.589168499425515 6.2615437156923361 0.68835053716166217
leaf_weight=361880 306717 22 227 20 28 21 22 45 70 787 144 3088 36 617 164 26 1760 344 28 40 719 30 61 48 34 37 72 97 145 684
leaf_count=361880 306717 22 227 20 28 21 22 45 70 787 144 3088 36 617 164 26 1760 344 28 40 719 30 61 48 34 37 72 97 145 684
internal_value=0 0.0149554 -0.388509 -2.63659 -15.24 -1.20632 22.1241 -24.5145 -5.34648 -3.33841 -8.80269 -0.0696787 -1.0254 1.21972 4.70874 8.6803 -2.19664 -6.16068 -24.6229 0.56611 2.99139 17.4438 24.9224 16.6835 0.0249469 7.96186 4.55577 15.9581 -0.0858614 1.74699
internal_weight=0 371296 9416 1159 120 1039 87 67 98 952 165 8257 3299 1131 514 287 2168 408 64 4958 1041 179 139 78 862 143 106 123 3917 829
internal_count=678013 371296 9416 1159 120 1039 87 67 98 952 165 8257 3299 1131 514 287 2168 408 64 4958 1041 179 139 78 862 143 106 123 3917 829
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=106657 2 2 32 2 2068 2 2250772 2 1572928 2 4096
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=31
num_cat=6
split_feature=5 13 11 12 12 12 11 13 11 13 11 12 11 11 11 11 12 12 12 12 12 13 12 12 14 12 12 11 14 12
split_gain=17118.8 407844 3.85498e+06 2.37204e+07 510592 1.96556e+06 1.46028e+06 814629 578477 222366 1.54716e+06 215035 723492 191204 145595 220770 573438 807233 204834 202165 129863 119430 561103 309442 118258 112024 126362 70794 239373 488780
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 8.5000000000000018 8.5000000000000018 7.5000000000000009 1.5000000000000002 1 1.0000000180025095e-35 2 1.0000000180025095e-35 16.500000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 3 11.500000000000002 10.500000000000002 4 19.500000000000004 15.500000000000002 2.5000000000000004 5 10.500000000000002
decision_type=2 9 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 1 2
left_child=-1 2 3 -2 5 7 -7 14 -9 10 -6 13 -13 -4 19 16 -16 -18 -17 -3 -20 22 23 -11 -19 26 27 -23 -29 -30
right_child=1 4 11 -5 9 6 -8 8 -10 21 -12 12 -14 -15 15 18 17 24 20 -21 -22 25 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0012851960514851535 83.547020857674738 -6.2549338898291964 0.77643375927751723 -29.18001175045967 -22.320843750589034 -31.316495644705636 -7.5525183268267702 -18.161040903462304 -4.1547096602024478 3.7262219676265014 -0.12626899787523213 -3.3477158255047272 20.373918886184693 -3.1884917553733381 -9.6513367521351796 5.4384506243925834 18.387754969719129 5.0146788330078129 -5.6083265962271858 0.64964669471392877 -0.2628413240114848 -0.014558718865042303 -0.024674339229013863 18.482765550613404 0.074385576394010097 3.6291266170740131 -1.8982408233499719 0.41286136617164804 18.318580627441406 1.9487531385923689
leaf_weight=673966 35 65 220 40 34 35 99 36 163 27 412 36 20 272 29 52 39 100 58 122 210 804 164 30 94 100 247 404 24 76
leaf_count=673966 35 65 220 40 34 35 99 36 163 27 412 36 20 272 29 52 39 100 58 122 210 804 164 30 94 100 247 404 24 76
internal_value=0 -0.205001 2.12868 23.4259 -0.633981 -2.40843 -13.7595 -0.837103 -6.36849 0.205427 -1.77836 -0.747251 5.1243 -1.41556 0.668421 1.45707 3.60952 5.26001 -0.305251 -1.75034 -1.4197 0.682892 2.81837 11.4928 2.62093 0.382516 0.176191 0.567922 1.49712 5.87751
internal_weight=0 4047 623 75 3424 1102 134 968 199 2322 446 548 56 492 769 582 262 233 320 187 268 1876 221 57 194 1655 1555 1308 504 100
internal_count=678013 4047 623 75 3424 1102 134 968 199 2322 446 548 56 492 769 582 262 233 320 187 268 1876 221 57 194 1655 1555 1308 504 100
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=131104 3195033 36877 336128 2 2
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=31
num_cat=8
split_feature=12 13 14 13 8 11 12 13 12 12 11 12 12 12 13 12 8 11 13 12 11 13 12 11 11 6 13 11 11 12
split_gain=16992.3 277353 436927 1.85779e+06 1.57704e+06 2.00804e+07 6.5342e+07 7.77808e+06 2.91609e+07 9.59529e+06 9.93094e+06 5.9046e+06 2.33547e+06 4.18165e+06 951156 2.1416e+06 2.26936e+06 2.93695e+06 1.27764e+07 1.90914e+07 3.53882e+07 8.86313e+06 1.07448e+07 1.87865e+07 3.43896e+06 2.73161e+06 9.2486e+06 1.04276e+07 2.4261e+07 4.86657e+07
threshold=11.500000000000002 0 1 2 1.0000000180025095e-35 3.5000000000000004 13.500000000000002 3 13.500000000000002 12.500000000000002 1.5000000000000002 12.500000000000002 14.500000000000002 13.500000000000002 4 13.500000000000002 1.0000000180025095e-35 2.5000000000000004 5 12.500000000000002 1.5000000000000002 6 12.500000000000002 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 7 1.0000000180025095e-35 1.5000000000000002 12.500000000000002
decision_type=2 9 1 9 2 2 2 9 2 2 2 2 2 2 9 2 2 2 9 2 2 9 2 2 2 2 9 2 2 2
left_child=-1 -2 14 4 -4 7 11 8 -6 10 -9 -7 13 -11 -3 16 25 18 19 20 -18 22 23 -19 -23 -16 27 -27 29 -29
right_child=1 2 3 -5 5 6 -8 9 -10 12 -12 -13 -14 -15 15 -17 17 21 -20 -21 -22 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0086184040212508133 -0.26404088059254166 -0.45112627599632776 0.90617901819205826 -0.56854817119672407 2.5089465879624893 -3.2610078464854846 150.99179079609533 -85.853359341621399 -103.93745170073076 2.0060241026036882 -1.8369490399080164 -77.393493833996004 -3.5235524343407678 53.228866955439258 0.17216816817707045 0.014259640007715691 165.76718298594159 112.68113964928521 -6.9873351060541502 -10.329642525497748 0.28682407651628766 -10.40259365146443 5.5897278565626882 -4.6123294830322266 13.689410644619407 -1.4789870877733418 -1.5804448926424395 -2.5453004593650501 4.1729215364059433 54.372557811372602
leaf_weight=521661 26765 16253 15249 33273 62 22 31 24 44 34 34 21 46 30 12701 44182 24 36 391 49 28 118 52 22 119 1275 2918 288 1947 314
leaf_count=521661 26765 16253 15249 33273 62 22 31 24 44 34 34 21 46 30 12701 44182 24 36 391 49 28 118 52 22 119 1275 2918 288 1947 314
internal_value=0 0.0289653 0.0894965 -0.146482 0.753791 -5.90202 40.3208 -18.3856 -38.0836 -3.48286 -36.6024 -39.4652 13.6635 26.0167 0.23238 0.404717 1.25548 6.34758 1.3788 31.354 76.6624 13.3926 35.381 68.1905 1.62564 1.03575 2.66262 5.88913 9.59773 27.1428
internal_weight=0 156352 129587 48870 15597 348 74 274 106 168 58 43 110 64 80717 64464 20282 839 492 101 52 347 110 58 237 19443 6742 3824 2549 602
internal_count=678013 156352 129587 48870 15597 348 74 274 106 168 58 43 110 64 80717 64464 20282 839 492 101 52 347 110 58 237 19443 6742 3824 2549 602
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2099553 2 144000 131072 131712 12288 16 360468
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=31
num_cat=9
split_feature=13 6 12 11 12 12 14 13 11 13 12 13 11 12 11 11 11 14 12 13 12 11 12 14 13 0 11 11 11 11
split_gain=18963.9 113909 1.39142e+06 1.9529e+06 3.94009e+06 7.96887e+06 6.50042e+06 9.00953e+06 8.60013e+06 1.78998e+07 1.41543e+06 1.88062e+06 3.69843e+06 1.55893e+06 1.40384e+06 1.17859e+06 978686 1.05549e+06 963111 727567 689872 1.1444e+06 823232 6.74502e+06 5.3667e+06 7.80294e+06 1.59976e+07 3.69763e+06 4.61754e+06 3.18026e+06
threshold=0 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1 2 4.5000000000000009 3 2.5000000000000004 4 2.5000000000000004 3.5000000000000004 2.5000000000000004 4.5000000000000009 4.5000000000000009 5 6.5000000000000009 6 4.5000000000000009 3.5000000000000004 5.5000000000000009 7 8 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002
decision_type=9 2 2 2 2 2 1 9 2 9 2 9 2 2 2 2 2 1 2 9 2 2 2 1 9 2 2 2 2 2
left_child=-1 20 3 10 16 6 8 15 9 -6 14 12 -12 -14 -3 -8 17 -5 -4 -7 -2 22 23 -22 25 -25 27 28 -27 -26
right_child=1 2 18 4 5 19 7 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=-0.011833252082361072 -0.12059961650660463 -0.026882696789364481 -1.7634297503164929 -1.9875352190251936 53.454958411108095 -2.9272729860279627 -14.986076771990852 18.985091641680082 -1.4197751636347495 4.2486511908381823 1.8038215801277488 0.10328570726296056 8.7202582120895382 25.075262893248944 -3.7171204401747042 1.240397124136648 2.5073578198750814 -12.536361654935309 -0.23574548959204275 1.8042088672862076 -1.4983736096469829 -0.31542952524007217 0.36854608364629426 6.0940779055167003 -2.1148538043939191 -4.7392630338668829 63.443037113142601 -11.462226893107097 47.818105882917138 5.2169679849689992
leaf_weight=451075 99191 3440 4889 171 148 391 161 189 121 156 756 2795 128 107 1472 62 120 213 26469 1726 3551 23996 53365 571 937 32 81 60 35 1605
leaf_count=451075 99191 3440 4889 171 148 391 161 189 121 156 756 2795 128 107 1472 62 120 213 26469 1726 3551 23996 53365 571 937 32 81 60 35 1605
internal_value=0 0.023607 -0.12185 0.786374 2.79658 4.19087 12.4511 3.50044 21.1279 30.1025 -0.0128105 1.44021 5.15778 16.167 -1.13275 -10.0251 -5.37546 -7.83884 -0.473925 0.925021 0.0581154 0.268566 0.501207 1.53139 4.77099 11.9808 28.717 6.56885 22.7161 2.50455
internal_weight=0 226938 43514 12156 3458 2954 837 412 425 304 8698 3786 991 235 4912 223 504 384 31358 2117 183424 84233 60237 6872 3321 779 208 127 67 2542
internal_count=678013 226938 43514 12156 3458 2954 837 412 425 304 8698 3786 991 235 4912 223 504 384 31358 2117 183424 84233 60237 6872 3321 779 208 127 67 2542
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1282522 2 1 1 270372 2 24612 2 8705
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=31
num_cat=7
split_feature=13 9 12 12 13 12 11 11 14 11 11 13 12 11 11 12 12 14 12 12 12 14 12 11 11 14 12 11 12 12
split_gain=18032.6 116323 835755 1.09613e+06 1.68349e+06 3.62265e+06 2.44639e+06 3.68996e+06 1.38422e+06 5.83463e+06 2.30516e+06 1.24291e+06 2.86584e+06 2.21065e+06 3.34696e+06 4.29365e+06 2.27413e+06 5.42673e+06 2.85049e+06 2.08283e+06 1.34715e+06 1.28889e+06 1.28591e+06 1.1636e+06 721786 1.00289e+06 990987 1.29882e+06 619471 601609
threshold=0 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 1 4.5000000000000009 3.5000000000000004 1.5000000000000002 2 2.5000000000000004 2.5000000000000004 3 9.5000000000000018 1.5000000000000002 2.5000000000000004 6.5000000000000009 8.5000000000000018 4 7.5000000000000009 8.5000000000000018 6.5000000000000009 5 7.5000000000000009 3.5000000000000004 2.5000000000000004 6 3.5000000000000004 3.5000000000000004 9.5000000000000018 3.5000000000000004
decision_type=9 2 2 2 9 2 2 2 1 2 2 9 2 2 2 2 2 1 2 2 2 1 2 2 2 1 2 2 2 2
left_child=1 -1 -3 4 5 24 7 -7 10 -10 -9 12 13 -5 15 -15 17 18 -17 20 -16 -18 -19 -21 -4 26 -26 -28 -13 -6
right_child=-2 2 3 11 29 6 -8 8 9 -11 -12 28 -14 14 19 16 21 22 -20 23 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.011073802217774577 -0.0092153654048721511 -2.0129488585500943 -2.5952416518638874 -1.859965374448278 3.7691627397818905 -4.3983776736903835 4.0568963960365014 2.726563054865057 65.409864841363373 0.030573390779041112 39.566060856410438 -3.0909560756734535 -1.3403603170595206 -3.9215472412109378 9.2476022292156621 37.313109620412192 -6.0502291564941411 29.953676859537765 86.578213277070418 35.622967614067925 -5.337465307566041 23.860300984102139 2.1686778037778796 8.3200319663898377 -4.9132747395833336 13.809728310324928 22.189830910287256 -1.3247347745028408 0.048272106076349457 -2.3885848102346063
leaf_weight=160714 510198 1174 232 222 237 37 108 33 39 21 35 1118 1051 60 98 24 25 36 23 27 179 34 31 37 120 88 41 55 1436 480
leaf_count=160714 510198 1174 232 222 237 37 108 33 39 21 35 1118 1051 60 98 24 25 36 23 27 179 34 31 37 120 88 41 55 1436 480
internal_value=0 0.0285726 0.424655 0.907487 3.21696 6.30319 15.7576 23.4162 31.4564 42.5271 21.6881 0.106702 2.07645 6.61393 9.89128 19.1291 27.1235 35.3717 61.4216 3.57924 -0.177405 11.1863 17.0979 19.8385 1.60539 4.81114 1.14504 8.71794 -1.32074 -0.348321
internal_weight=0 167815 7101 5927 1526 809 273 165 128 60 68 4401 1847 796 574 233 173 114 47 341 277 59 67 64 536 304 216 96 2554 717
internal_count=678013 167815 7101 5927 1526 809 273 165 128 60 68 4401 1847 796 574 233 173 114 47 341 277 59 67 64 536 304 216 96 2554 717
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2900517 524289 2 278564 2 2 2
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=31
num_cat=4
split_feature=12 14 13 11 12 9 12 11 11 1 11 12 11 8 12 13 12 3 2 12 12 12 0 11 13 6 12 12 12 10
split_gain=17821.5 301067 1.18008e+06 1.61562e+06 1.75368e+06 1.19619e+06 5.72042e+06 5.5465e+06 9.91158e+06 1.17076e+06 6.62354e+06 6.84791e+06 1.21062e+06 1.13097e+06 1.638e+06 1.20154e+06 1.05995e+06 1.0384e+06 1.23387e+06 2.6758e+06 1.32556e+06 980913 1.55289e+06 1.08389e+06 1.69754e+06 7.79007e+06 2.15145e+07 3.84011e+06 2.64019e+06 1.79888e+06
threshold=4.5000000000000009 0 1 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 2 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 3 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35
decision_type=2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 -7 12 -11 -12 -6 15 -15 -14 -13 18 21 -20 -21 22 -5 24 25 29 -27 -28 -26 -23
right_child=-2 -3 3 17 9 6 -8 -9 -10 10 11 16 13 14 -16 -17 -18 -19 19 20 -22 23 -24 -25 28 26 27 -29 -30 -31
leaf_value=0.44411303954271342 -0.013552995994947307 -0.077373403426608769 0.023518497029694801 -3.2898985402825769 -0.69044120282815236 -11.17447885076205 -3.3468534519437885 -8.5924246931076063 58.843376690341586 -8.9862432481678383 64.221121491924407 18.421868000030518 1.5036905005557 -20.431252222955226 -4.0607752494370155 -2.4733740230434469 -6.4438112195332851 -0.014398288774287921 2.1334178284170551 -26.138805111971767 -5.2211081845419756 -0.090919350747202268 3.9740890570490928 -0.41592279309066493 -2.8675343378028435 44.742207863217317 -2.7229981408147754 17.158489901131958 2.7704712349435558 11.477718551738842
leaf_weight=62605 396113 150279 17158 947 12659 30 244 40 62 131 31 40 855 80 259 6591 30 20964 207 66 56 1464 427 1669 1137 168 334 137 3082 148
leaf_count=62605 396113 150279 17158 947 12659 30 244 40 62 131 31 40 855 80 259 6591 30 20964 207 66 56 1464 427 1669 1137 168 334 137 3082 148
internal_value=0 0.0193423 0.129768 -0.155419 -0.589875 0.145789 5.72533 22.4951 36.0115 -1.21374 5.85007 25.0932 -1.2939 -2.27518 -7.92401 -2.018 7.76515 0.383405 1.23075 -4.79005 -16.5372 1.43897 -1.03246 1.85619 2.44231 4.65436 14.0187 3.05994 1.2481 0.971214
internal_weight=0 281900 131621 69016 38210 17534 376 132 92 20676 232 101 20444 7785 339 7446 70 30806 9842 329 122 9513 1374 8139 6470 2251 639 471 4219 1612
internal_count=678013 281900 131621 69016 38210 17534 376 132 92 20676 232 101 20444 7785 339 7446 70 30806 9842 329 122 9513 1374 8139 6470 2251 639 471 4219 1612
cat_boundaries=0 1 2 3 4
cat_threshold=2 3057840 4100 4103
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=31
num_cat=12
split_feature=13 12 12 13 14 9 12 6 13 3 12 11 3 14 11 11 12 11 13 0 14 13 2 14 10 12 14 14 13 11
split_gain=15977.6 128064 1.23534e+06 1.19004e+06 1.03123e+06 801118 738201 1.58439e+06 1.86242e+06 2.40389e+06 3.69045e+06 1.51818e+06 1.28328e+06 1.43299e+07 3.16127e+07 7.13375e+07 1.09721e+07 1.47657e+06 2.64348e+06 2.61211e+06 3.92549e+06 1.67048e+06 2.81862e+06 3.72954e+07 2.10356e+06 3.58444e+06 4.34909e+06 2.07232e+06 1.38509e+06 2.3665e+07
threshold=0 9.5000000000000018 10.500000000000002 1 2 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 3 1.0000000180025095e-35 11.500000000000002 2.5000000000000004 1.0000000180025095e-35 4 1.5000000000000002 2.5000000000000004 11.500000000000002 3.5000000000000004 5 1.0000000180025095e-35 6 7 1.0000000180025095e-35 8 1.0000000180025095e-35 11.500000000000002 9 10 11 2.5000000000000004
decision_type=9 2 2 9 1 2 2 2 9 2 2 2 2 1 2 2 2 2 9 2 1 9 2 1 2 2 1 1 9 2
left_child=-1 -2 3 4 -3 -5 7 8 9 -4 11 -11 17 -14 -15 -16 -17 18 -10 -20 28 22 24 -24 27 -26 -27 -19 -21 -30
right_child=1 2 6 5 -6 -7 -8 -9 12 10 -12 -13 13 14 15 16 -18 21 19 20 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.012050500260138153 0.059782692652185887 -0.74395199038204129 -0.38976437508781275 0.65618460702646475 -2.9704907655883703 -3.9576089729913857 -0.13711974208900801 -0.80273132012975079 -1.9224536954546754 -51.23462766068323 2.0733151057981098 -15.161131439208985 -3.6051354285420447 -50.433302479405562 163.98641566765019 -67.204253595525572 27.932772586963797 0.51537801577440367 -0.11684364273940047 7.2384522538085081 0.064061825034510383 1.2059555594458651 92.374094587053577 -71.550414095754206 1.1931063893077138 44.289118782418676 -3.9160476684570313 8.5264498212825277 52.009540092945102 -10.166898577654804
leaf_weight=416567 196359 5018 2567 4584 3553 410 35128 5027 2198 28 53 20 328 31 41 22 27 844 1460 419 574 1748 35 23 91 61 27 523 112 135
leaf_count=416567 196359 5018 2567 4584 3553 410 35128 5027 2198 28 53 20 328 31 41 22 27 844 1460 419 574 1748 35 23 91 61 27 523 112 135
internal_value=0 0.0194875 -0.102075 -0.951122 -1.66499 0.276845 0.121467 0.675551 1.32931 -0.981491 -16.1179 -36.204 2.03683 7.24547 36.6587 66.657 -14.7818 1.75582 0.649088 2.73949 6.12468 3.373 5.69159 27.3695 4.91513 15.1088 29.4989 3.58033 11.3481 17.325
internal_weight=0 261446 65087 13565 8571 4994 51522 16394 11367 2668 101 48 8699 449 121 90 49 8250 4898 2700 1240 3352 1604 58 1546 179 88 1367 666 247
internal_count=678013 261446 65087 13565 8571 4994 51522 16394 11367 2668 101 48 8699 449 121 90 49 8250 4898 2700 1240 3352 1604 58 1546 179 88 1367 666 247
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=243930 1048613 2 2375940 2 1049088 2 1049088 2 2 2 524320
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=31
num_cat=10
split_feature=12 13 12 13 9 13 12 14 11 12 12 11 11 14 12 6 11 13 14 11 0 14 0 13 11 13 11 11 12 11
split_gain=18007.6 473661 830858 540980 537992 2.27745e+06 3.51063e+06 4.19361e+06 1.03789e+07 5.21309e+06 529785 408969 575741 859635 1.20136e+06 380174 885947 1.70756e+06 1.95818e+06 429951 1.19175e+06 881522 677265 751737 428666 404094 600456 384678 343393 558780
threshold=15.500000000000002 0 16.500000000000004 1 1.0000000180025095e-35 2 17.500000000000004 3 3.5000000000000004 16.500000000000004 16.500000000000004 2.5000000000000004 1.5000000000000002 4 17.500000000000004 1.0000000180025095e-35 1.5000000000000002 5 6 1.0000000180025095e-35 1.0000000180025095e-35 7 1.0000000180025095e-35 8 2.5000000000000004 9 1.0000000180025095e-35 2.5000000000000004 16.500000000000004 2.5000000000000004
decision_type=2 9 2 9 2 9 2 1 2 2 2 2 2 1 2 2 2 9 1 2 2 1 2 9 2 9 2 2 2 2
left_child=-1 2 3 -2 28 6 7 8 9 -6 -9 12 -7 14 -14 19 25 18 27 20 -5 -22 -21 24 -24 26 -17 -18 29 -3
right_child=1 4 -4 15 5 11 -8 10 -10 -11 -12 -13 13 -15 -16 16 17 -19 -20 22 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0045738764526604579 3.3491227066777576 -0.064347939758208447 -0.01235011769346186 -1.7899946040551489 32.709685218624955 -2.4322236652830815 -1.0355543705324333 -6.5363366958942821 74.712143993377694 -21.147312545776369 11.2536561525785 -2.7377531122897385 14.65863304844609 -6.6364930102699695 -0.15580198013030733 0.88532959235893505 11.381028430709422 -2.3185156455200708 -0.11501415019132653 1.3592943886989484 6.0948256682041571 -0.88671282973943966 5.7784702992809871 -2.5700956973477855 -1.4602057227786158 -0.54694656861292856 15.340433336439588 6.2164131965957772 -0.14248554063317265 -1.9058121546185598
leaf_weight=626294 996 3202 20868 576 41 235 192 47 36 32 26 542 108 57 111 91 366 346 343 1349 622 255 193 1468 142 1222 42 238 14578 3395
leaf_count=626294 996 3202 20868 576 41 235 192 47 36 32 26 542 108 57 111 91 366 346 343 1349 622 255 193 1468 142 1222 42 238 14578 3395
internal_value=0 0.0568211 0.323393 1.17313 -0.286606 1.59265 8.1786 18.3484 30.7708 9.10114 -0.200175 -0.816441 1.20545 4.30275 7.14995 0.868506 1.82445 3.69692 5.85738 0.320698 1.74386 4.06485 -0.335348 -1.60328 2.63158 0.0376568 5.06897 9.34596 -0.413385 -1.01202
internal_weight=0 51719 29117 8249 22602 1427 374 182 109 73 73 1053 511 276 219 7253 2648 1293 947 4605 1453 877 3152 1803 335 1355 133 604 21175 6597
internal_count=678013 51719 29117 8249 22602 1427 374 182 109 73 73 1053 511 276 219 7253 2648 1293 947 4605 1453 877 3152 1803 335 1355 133 604 21175 6597
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=352607 257 1572864 2 2 16 2 2 24576 8256
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=31
num_cat=9
split_feature=12 13 1 11 14 1 11 12 13 12 14 14 14 14 11 12 12 12 12 11 12 12 6 12 12 13 14 12 11 0
split_gain=21721.1 337460 903401 7.13849e+06 2.16387e+07 532307 1.54168e+06 2.30196e+06 1.13681e+06 923859 2.17105e+06 819938 686444 509453 1.15152e+06 504673 469591 324047 299989 267246 540595 584009 1.10277e+06 3.39806e+06 213114 204428 212056 202038 265724 170524
threshold=18.500000000000004 0 1.0000000180025095e-35 3.5000000000000004 1 1.0000000180025095e-35 3.5000000000000004 20.500000000000004 2 19.500000000000004 3 4 5 6 2.5000000000000004 19.500000000000004 20.500000000000004 19.500000000000004 28.500000000000004 1.0000000180025095e-35 19.500000000000004 21.500000000000004 1.0000000180025095e-35 20.500000000000004 25.500000000000004 7 8 19.500000000000004 1.5000000000000002 1.0000000180025095e-35
decision_type=2 9 2 2 1 2 2 2 9 2 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2
left_child=-1 2 -2 13 -5 19 8 11 9 -7 -11 -8 -9 14 17 -10 -12 -4 27 20 25 22 -22 -24 -17 26 -3 28 -15 -21
right_child=1 5 3 4 -6 6 7 12 15 10 16 -13 -14 18 -16 24 -18 -19 -20 29 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027846322469593432 0.0075752390672241751 8.6878648450102993 9.5745499980065141 -96.127604579925546 5.1255303628983038 19.291243591308596 38.409096079859239 16.753262653350831 -12.718320701862204 33.198199695632574 -11.534866965900768 16.4381562419054 -4.6390176717440292 -12.312991137382312 26.92480503429066 -3.7565741652061071 1.6027316191888623 -3.1290586588675517 6.890969289735307 0.17889930192418524 -2.0603884785640534 -0.14535972899649033 0.22506656249364221 -42.249353359591581 5.0640590379919326 -0.60681772677953016 0.51149500653428859 -0.863887850267405 -0.6395740411220453 1.3685755853721184
leaf_weight=660902 10002 79 31 32 62 40 29 20 58 21 33 41 60 39 22 126 155 57 43 2990 164 301 48 31 35 121 53 361 39 2018
leaf_count=660902 10002 79 31 32 62 40 29 20 58 21 33 41 60 39 22 126 155 57 43 2990 164 301 48 31 35 121 53 361 39 2018
internal_value=0 0.111333 -0.232981 -3.74373 -29.3436 0.683578 3.47474 12.297 0.647085 5.16056 2.70304 25.5404 0.709052 0.321112 6.46182 -4.51419 -0.703336 1.34608 -1.08029 0.387609 -1.31321 -3.08931 -6.73593 -16.4421 -1.83905 2.50576 5.0243 -1.86108 -6.47628 0.658286
internal_weight=0 17111 10688 686 94 6423 618 150 468 249 209 70 80 592 110 219 188 88 482 5805 797 544 243 79 161 253 132 439 78 5008
internal_count=678013 17111 10688 686 94 6423 618 150 468 249 209 70 80 592 110 219 188 88 482 5805 797 544 243 79 161 253 132 439 78 5008
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1361946 2 536576 2 2 2 2 73824 2
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=31
num_cat=9
split_feature=12 11 13 1 3 13 8 1 12 13 13 1 1 14 12 9 12 14 14 11 12 12 6 0 12 14 1 12 12 13
split_gain=20585.9 69661.9 302317 199181 164666 245876 293621 219219 134000 106136 94147.1 1.49885e+06 694345 4.06619e+06 389157 360300 172123 188081 92191.4 285879 98849.9 104190 92148.4 148436 109350 91188.5 78532.6 78179.8 68964.8 340591
threshold=19.500000000000004 3.5000000000000004 0 1.0000000180025095e-35 1.0000000180025095e-35 1 1.0000000180025095e-35 1.0000000180025095e-35 28.500000000000004 2 3 1.0000000180025095e-35 1.0000000180025095e-35 4 22.500000000000004 1.0000000180025095e-35 25.500000000000004 5 6 1.0000000180025095e-35 20.500000000000004 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 22.500000000000004 7 1.0000000180025095e-35 22.500000000000004 20.500000000000004 8
decision_type=2 2 9 2 2 9 2 2 2 9 9 2 2 1 2 2 2 1 1 2 2 2 2 2 2 1 2 2 2 9
left_child=-1 9 3 8 5 7 10 25 -3 18 11 15 27 -14 -13 16 17 22 -2 -20 26 -22 23 -7 -25 -4 -21 -12 29 -11
right_child=1 2 4 -5 -6 6 -8 -9 -10 28 12 14 13 -15 -16 -17 -18 -19 19 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.002222753268732783 -0.33102545369022962 1.9341108256982726 -0.99416782591078023 13.734044833978018 7.661899007161459 10.225728654861451 12.355014855521066 -12.554872836237369 10.659725544669413 1.299336686014205 0.90314481001929969 -26.053435791015627 44.458334573109944 -4.1300796758933149 -8.029513218091882 14.559972753524782 -4.2961637165796551 -2.5409352358649762 -10.917724354607719 -2.2822033555419359 1.7638779373759901 -3.1356225817099865 -0.67735585393132391 0.75120684210933852 8.876808626001532 -7.7196718215942388 -9.3702015356584027 -0.89045455318592559 -0.034435579655162078 -1.3418389831676569
leaf_weight=666326 710 88 126 24 30 38 21 23 22 1796 601 25 24 61 23 20 56 68 35 54 117 69 37 67 22 24 22 408 6415 661
leaf_count=666326 710 88 126 24 30 38 21 23 22 1796 601 25 24 61 23 20 56 68 35 54 117 69 37 67 22 24 22 408 6415 661
internal_value=0 0.131655 0.702349 5.09953 0.318002 0.185923 0.611045 -3.27486 3.67923 0.02721 0.445174 -0.953683 0.90086 9.589 -17.417 1.58106 0.679748 1.88083 -0.940527 -2.42925 -1.2953 -0.0536787 3.71424 4.99369 2.75978 -2.07025 -4.33399 0.177884 0.137956 0.588615
internal_weight=0 11687 1808 134 1674 1644 1471 173 110 9879 1450 356 1094 85 48 308 288 232 1007 297 262 186 164 127 89 150 76 1009 8872 2457
internal_count=678013 11687 1808 134 1674 1644 1471 173 110 9879 1450 356 1094 85 48 308 288 232 1007 297 262 186 164 127 89 150 76 1009 8872 2457
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=569352 16548 4233 1048576 2 2 2 2 1105972
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=31
num_cat=8
split_feature=12 11 13 1 8 12 12 9 3 13 1 1 14 14 12 14 12 13 12 14 11 12 12 6 1 12 12 13 0 12
split_gain=16673.6 56426.9 187758 613093 231568 183925 199655 160317 164830 218990 1.09453e+06 376969 2.62701e+06 108936 104789 97634.2 97938.4 85968.9 84574.6 74675 231562 80068.4 84393.8 66024 63611.4 62412.1 60621.5 178811 758289 1.17149e+06
threshold=19.500000000000004 3.5000000000000004 0 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1 1.0000000180025095e-35 1.0000000180025095e-35 2 3 21.500000000000004 4 25.500000000000004 5 22.500000000000004 6 1.0000000180025095e-35 20.500000000000004 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 25.500000000000004 26.500000000000004 7 1.0000000180025095e-35 29.500000000000004
decision_type=2 2 9 2 2 2 2 2 2 9 2 2 1 1 2 1 2 9 2 1 2 2 2 2 2 2 2 9 2 2
left_child=-1 17 3 5 7 -3 13 8 9 11 15 -4 -13 -7 -9 16 18 19 -11 25 -21 24 -23 -20 -22 -2 -19 28 -28 -30
right_child=1 2 4 -5 -6 6 -8 14 -10 10 -12 12 -14 -15 -16 -17 -18 26 23 20 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0020004795965541471 -0.82804781671571925 5.7951520178053118 -0.082792249117134883 18.833843264372454 9.9696714162826545 -3.8459246179979782 6.5851627588272095 1.7842546194372044 6.7859342517274799 0.69045050409348585 -13.211174379666648 36.578074247186834 -3.8190504614512131 4.1362569860049652 8.7529007773245535 -2.914182225478593 -2.1507318556308745 0.25211506331677669 7.3287016519686077 -9.8259519195556635 -2.0539830075369943 1.5874901716525738 -2.822060355112173 0.32046064376831057 -8.4331810084256258 1.3602583161793476 -2.2230061422376073 -0.73776199931153863 28.931342327594759 -0.49689603620959871
leaf_weight=666326 538 72 844 23 24 92 32 71 33 170 75 22 60 21 31 93 84 7160 41 35 54 117 69 20 22 172 102 1555 24 31
leaf_count=666326 538 72 844 23 24 92 32 71 33 170 75 22 60 21 31 93 84 7160 41 35 54 117 69 20 22 172 102 1555 24 31
internal_value=0 0.118486 0.632114 3.17676 0.220958 1.66365 -0.387851 0.0708548 -0.200154 -0.363774 -2.06543 0.540276 7.0192 -2.36251 3.90218 -0.0672006 0.773337 0.0244846 1.83663 -0.846474 -2.18633 -1.16577 -0.0483108 5.03092 -3.90059 -0.297923 0.124155 -0.410278 2.7078 12.3445
internal_weight=0 11687 1808 240 1568 217 145 1544 1442 1409 483 926 82 113 102 408 315 9879 231 1007 297 262 186 61 76 710 8872 1712 157 55
internal_count=678013 11687 1808 240 1568 217 145 1544 1442 1409 483 926 82 113 102 408 315 9879 231 1007 297 262 186 61 76 710 8872 1712 157 55
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=47112 147473 2 2 2 4233 2 131072
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=31
num_cat=8
split_feature=7 12 13 12 12 11 14 11 11 11 11 14 11 12 13 11 13 12 12 14 11 13 12 12 11 11 13 12 11 12
split_gain=15778.8 92867.2 1.20277e+06 2.95376e+06 4.00917e+06 2.45188e+06 3.92639e+06 7.28213e+06 2.9075e+06 3.08135e+06 1.05007e+06 1.7227e+06 1.6682e+06 585611 1.17104e+06 1.20733e+06 1.12448e+06 826357 592395 777548 3.10318e+06 3.78298e+06 7.22445e+06 9.00953e+06 1.27154e+06 1.91057e+06 7.04838e+06 9.71911e+06 5.95364e+06 1.43361e+07
threshold=1.0000000180025095e-35 9.5000000000000018 0 12.500000000000002 11.500000000000002 3.5000000000000004 1 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 2 1.0000000180025095e-35 12.500000000000002 3 1.0000000180025095e-35 4 16.500000000000004 16.500000000000004 5 1.0000000180025095e-35 6 14.500000000000002 15.500000000000002 1.0000000180025095e-35 2.5000000000000004 7 14.500000000000002 1.5000000000000002 13.500000000000002
decision_type=2 2 9 2 2 2 1 2 2 2 2 1 2 2 9 2 9 2 2 1 2 9 2 2 2 2 9 2 2 2
left_child=-1 -2 3 4 10 6 8 -8 9 -6 11 12 -3 14 15 -4 18 -18 19 24 21 22 -21 -24 -15 26 27 28 -26 -30
right_child=1 2 13 -5 5 -7 7 -9 -10 -11 -12 -13 -14 16 -16 -17 17 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0043926354679534726 0.14820573756173613 6.1223809909820561 13.502801182527435 -1.6065971627021101 1.5545472335815429 1.8181470743815105 20.279100657618326 93.317330589294443 -6.3994557062784834 44.18328215770233 0.36720087136795271 1.4070575795854843 46.026866531372072 -2.4289674130208248 -1.4826021047556104 1.1645757712878444 -2.7903997416866768 1.3751575092846766 -0.59295645213263448 1.8531609507654445 -2.8162782395990358 -6.5984368919480776 59.618077612704923 -1.9214040120442708 67.587388052591464 0.9601281508835231 0.82406385275959804 -0.84011618702124202 -6.9489849978930325 55.510282279349667
leaf_weight=624618 34911 20 88 947 30 75 43 20 48 39 536 70 22 449 6813 803 1789 649 1995 173 1209 131 61 39 41 1403 703 141 73 74
leaf_count=624618 34911 20 88 947 30 75 43 20 48 39 536 70 22 449 6813 803 1789 649 1995 173 1209 131 61 39 41 1403 703 141 73 74
internal_value=0 0.0522441 -0.129 2.28292 6.38723 17.0091 23.3387 43.4658 12.5009 25.649 2.20733 11.0137 27.0247 -0.398382 -1.03743 2.35672 0.15249 -1.67465 0.839938 1.47748 -0.280778 7.30689 13.7186 35.6177 2.46086 3.36252 6.62856 18.4458 33.8913 24.4931
internal_weight=0 53395 18484 1850 903 255 180 63 117 69 648 112 42 16634 7704 891 8930 2438 6492 4497 1613 404 273 100 2884 2435 1032 329 188 147
internal_count=678013 53395 18484 1850 903 255 180 63 117 69 648 112 42 16634 7704 891 8930 2438 6492 4497 1613 404 273 100 2884 2435 1032 329 188 147
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=98476 2 2 803074 158289 2 16 133120
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=31
num_cat=11
split_feature=12 0 13 11 12 13 11 14 12 12 13 13 12 13 12 14 12 13 11 11 11 12 14 11 12 11 14 12 13 11
split_gain=15768.6 234373 954641 2.20694e+06 3.05311e+06 1.61958e+07 9.75986e+07 4.32993e+06 8.96043e+06 1.96318e+06 1.95968e+06 1.50162e+06 1.37929e+06 2.23698e+06 3.04571e+06 1.85232e+06 3.1242e+06 2.145e+06 3.8788e+06 5.8685e+06 1.83743e+06 4.06503e+06 6.86639e+06 1.78814e+07 1.98766e+06 1.35442e+06 3.14302e+06 1.14335e+06 4.24121e+06 2.58357e+06
threshold=8.5000000000000018 1.0000000180025095e-35 0 3.5000000000000004 6.5000000000000009 1 2.5000000000000004 2 7.5000000000000009 7.5000000000000009 3 4 4.5000000000000009 5 6.5000000000000009 6 7.5000000000000009 7 2.5000000000000004 3.5000000000000004 3.5000000000000004 5.5000000000000009 8 2.5000000000000004 5.5000000000000009 1.5000000000000002 9 3.5000000000000004 10 1.5000000000000002
decision_type=2 2 9 2 2 9 2 1 2 2 9 9 2 9 2 1 2 9 2 2 2 2 1 2 2 2 1 2 9 2
left_child=1 -1 3 4 11 6 7 -6 -9 10 -7 -3 27 14 20 16 -15 18 -18 -20 21 22 -14 -24 -22 26 -23 -4 29 -29
right_child=-2 2 12 -5 5 9 -8 8 -10 -11 -12 -13 13 15 -16 -17 17 -19 19 -21 24 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.023846806545592226 0.019624488190683822 3.7603401840739581 -0.19752095576714643 -2.2909109643457359 8.9681432387408098 -4.2321612482919742 190.62546844482424 -85.225645172028322 7.152632528259641 -0.29006873766581215 6.9287468012256683 -0.25734837334682054 4.5791873334634188 -1.1394692731458089 -1.4846132186397858 -1.8786630755756439 1.1437543136050585 -0.50980561757918263 18.866508772728025 0.59648623891977159 -3.0383708198007637 42.059090216954552 -2.2241604014805385 69.252870810372485 6.6457925214015141 -2.0619054163308967 -7.6769138336181646 13.100282859176886 -0.52210493957116588 3.3112958497747709
leaf_weight=343257 256099 1056 27344 2187 34 181 32 21 21 1281 1047 7301 198 9804 1435 14404 1198 1454 383 325 417 24 70 70 431 266 27 305 5017 2324
leaf_count=343257 256099 1056 27344 2187 34 181 32 21 21 1281 1047 7301 198 9804 1435 14404 1198 1454 383 325 417 24 70 70 431 266 27 305 5017 2324
internal_value=0 -0.0118313 -0.167529 0.609368 1.18792 4.16858 40.3847 -17.5607 -39.0365 2.43897 5.30565 0.254523 -0.323686 -0.815208 1.80437 -1.09464 -0.2376 2.39393 4.58766 10.4798 4.95655 8.93491 16.5642 33.5144 1.88365 0.800235 15.7283 0.104756 1.18577 4.4301
internal_weight=0 421914 78657 13161 10974 2617 108 76 42 2509 1228 8357 65496 30506 2938 27568 13164 3360 1906 708 1503 655 338 140 848 317 51 34990 7646 2629
internal_count=678013 421914 78657 13161 10974 2617 108 76 42 2509 1228 8357 65496 30506 2938 27568 13164 3360 1906 708 1503 655 338 140 848 317 51 34990 7646 2629
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=108740 4 2 98304 98304 2097409 2 1048592 2 2 1704480
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=31
num_cat=6
split_feature=2 13 12 12 13 14 12 12 12 12 14 13 11 12 12 12 12 12 11 12 12 12 11 13 12 12 12 12 11 11
split_gain=15157.9 345968 295109 274799 365347 3.39143e+06 1.31123e+07 4.86811e+07 2.47993e+06 2.19298e+06 1.07032e+06 1.58352e+06 3.6136e+06 1.58956e+07 8.61389e+07 5.42796e+06 2.32157e+06 5.90917e+06 1.20921e+06 3.26592e+06 1.06937e+06 4.85007e+06 4.34184e+06 1.00266e+06 1.92958e+06 1.40883e+07 883669 2.21351e+06 1.46099e+06 1.40613e+06
threshold=1.0000000180025095e-35 0 23.500000000000004 3.5000000000000004 1 2 8.5000000000000018 6.5000000000000009 10.500000000000002 12.500000000000002 3 4 3.5000000000000004 7.5000000000000009 6.5000000000000009 13.500000000000002 7.5000000000000009 6.5000000000000009 2.5000000000000004 9.5000000000000018 6.5000000000000009 7.5000000000000009 3.5000000000000004 5 6.5000000000000009 7.5000000000000009 6.5000000000000009 8.5000000000000018 2.5000000000000004 2.5000000000000004
decision_type=2 9 2 2 9 1 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 -5 -8 -10 23 20 15 14 -14 16 17 -13 -18 -20 -12 22 -22 -6 -25 -26 29 28 -28 -7
right_child=1 2 -4 4 10 26 8 -9 9 -11 11 12 13 -15 -16 -17 18 -19 19 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0021907600532671697 -0.60936247153289247 -0.50430648416643009 8.9697997844580453 -19.705995570002376 1.4488956452901069 -4.0336416163343065 -23.134301669098612 163.16246813138326 29.338500203405108 -3.4579475714365646 5.4101683186960745 0.40183569908142092 -10.2227149514591 -6.9485367647806804 206.85568359375003 37.533510801527235 -5.30258261297167 -48.384249856736929 37.567818358636679 -0.53474022004662491 -4.9165940125783294 0.39523572679609065 -66.419931758533821 6.4387800856406647 -59.172772639730709 -1.8589174968963169 -1.7233080518245698 -0.31853768065355825 -35.114454977135914 26.141457437432333
leaf_weight=664428 1347 8895 33 37 873 47 43 24 28 75 182 80 68 120 25 36 97 36 31 82 24 320 22 161 46 634 20 138 38 23
leaf_count=664428 1347 8895 33 37 873 47 43 24 28 75 182 80 68 120 25 36 97 36 31 82 24 320 22 161 46 634 20 138 38 23
internal_value=0 -0.104514 -0.468763 0.593524 1.08483 3.62947 13.305 52.2423 -2.96331 5.45759 0.645505 3.0474 6.65016 17.1006 48.1317 0.684871 -3.3843 -14.7387 2.88763 9.91817 -0.838908 -3.96929 -34.3312 -0.924436 -3.36529 -5.73603 -3.76354 -7.20803 -23.6003 5.88103
internal_weight=0 13585 8928 4657 3310 473 207 61 146 103 2837 1123 575 213 93 362 326 116 210 113 548 366 46 1714 841 680 266 196 58 70
internal_count=678013 13585 8928 4657 3310 473 207 61 146 103 2837 1123 575 213 93 362 326 116 210 113 548 366 46 1714 841 680 266 196 58 70
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2247175 16896 2 2 2053 2053
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=31
num_cat=8
split_feature=11 13 2 12 12 14 12 13 12 11 5 14 12 12 11 12 3 12 6 12 12 14 12 12 13 0 14 9 14 12
split_gain=13871.9 152159 553370 923294 2.6299e+06 2.32395e+06 789340 1.19293e+06 851336 486157 1.74643e+06 1.05136e+07 2.14191e+07 1.03236e+06 1.11264e+06 906924 1.00389e+07 9.31466e+07 1.76283e+06 2.2266e+06 9.41322e+06 1.71191e+07 1.34563e+06 2.76492e+06 3.70603e+06 1.81573e+06 4.26047e+06 2.28396e+06 1.30882e+06 1.22137e+06
threshold=2.5000000000000004 0 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 1 12.500000000000002 2 18.500000000000004 1.5000000000000002 1.0000000180025095e-35 3 8.5000000000000018 13.500000000000002 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 14.500000000000002 13.500000000000002 4 8.5000000000000018 7.5000000000000009 5 1.0000000180025095e-35 6 1.0000000180025095e-35 7 1.5000000000000002
decision_type=2 9 2 2 2 1 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 9 2 1 2 1 2
left_child=1 2 9 4 -4 -6 7 -5 -8 10 -1 13 -13 14 -12 22 18 -18 -17 20 -20 -22 23 29 25 27 -27 -25 -29 -11
right_child=-2 -3 3 6 5 -7 8 -9 -10 15 11 12 -14 -15 -16 16 17 -19 19 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.21424326752244816 -0.015688026936227461 -0.016538085837200071 -2.5389942555970761 -1.5179590780110588 -51.477397646222805 -9.1671833823708919 -6.1283925745513415 11.023075695427098 10.327993522192303 1.035595002825709 -27.969617777092516 109.38269897743508 -3.2797405073377828 3.7282036915902168 -1.0929694777975481 -0.45895833246445711 141.38580590945023 -3.9197729080915451 0.85829362750265903 -1.035313631508844 39.773527924387082 -5.5026781811810181 -1.6683481583452835 3.6554981792096011 -1.9029230880104686 28.075987399174622 2.2193431762695313 29.793352013303526 5.4381100972493499 -0.38280331117972105
leaf_weight=25393 306717 305945 643 158 21 34 182 137 38 9811 43 27 45 31 24 4992 52 291 1122 908 190 149 3515 679 593 130 125 57 36 15925
leaf_count=25393 306717 305945 643 158 21 34 182 137 38 9811 43 27 45 31 24 4992 52 291 1122 908 190 149 3515 679 593 130 125 57 36 15925
internal_value=0 0.0130501 0.151548 -1.9644 -4.33422 -25.322 1.24752 4.62839 -3.28593 0.191589 -0.146614 9.95526 38.9687 -11.3607 -18.3422 0.415711 1.38633 18.1091 0.607104 2.85353 5.27042 19.8734 0.173488 0.410147 4.41723 8.00711 15.4012 5.66849 20.3655 0.157914
internal_weight=0 371296 65351 1213 698 55 515 295 220 64138 25563 170 72 98 67 38575 7704 343 7361 2369 1461 339 30871 27356 1620 1027 255 772 93 25736
internal_count=678013 371296 65351 1213 698 55 515 295 220 64138 25563 170 72 98 67 38575 7704 343 7361 2369 1461 339 30871 27356 1620 1027 255 772 93 25736
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1065764 2 1048608 2 2 1048836 2 2
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=31
num_cat=6
split_feature=5 13 12 12 11 12 12 14 11 14 12 11 11 12 13 12 12 14 12 14 12 12 11 12 12 12 11 12 12 12
split_gain=19006.2 315915 2.25288e+06 2.11665e+07 967566 3.14983e+06 800307 514033 1.05602e+06 464443 257420 613667 244426 568879 212959 501863 655472 204070 384635 182496 111810 102531 140113 102345 108599 90161.1 86482 81581.4 79246.8 76156.1
threshold=1.0000000180025095e-35 0 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 8.5000000000000018 4.5000000000000009 1 2.5000000000000004 2 13.500000000000002 1.0000000180025095e-35 2.5000000000000004 10.500000000000002 3 8.5000000000000018 7.5000000000000009 4 15.500000000000002 5 10.500000000000002 10.500000000000002 1.5000000000000002 11.500000000000002 14.500000000000002 11.500000000000002 1.5000000000000002 15.500000000000002 11.500000000000002 5.5000000000000009
decision_type=2 9 2 2 2 2 2 1 2 1 2 2 2 2 9 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -3 -2 26 -8 11 19 21 -14 -6 16 29 18 -7 28 -21 -13 -23 -19 -25 -15 -9 -12 -4 -16
right_child=1 4 10 -5 14 17 9 8 -10 -11 27 12 13 25 15 -17 -18 23 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013532607162003198 4.3005533312048234 -10.305478864557603 -8.7410773508688973 91.502086203438907 0.51646057896206543 6.2172169739345335 -16.445416386922201 2.9370457790665707 -20.033000223776874 -34.307185745239259 2.0230810649540962 -6.9414211140122521 13.643064806196424 -6.4435511856079106 -1.8842029992538163 0.34080642036441144 -17.085124089167671 -0.31650900134333859 -3.6488586249805639 -9.0043451944986987 0.087139480344710807 3.0948060664724797 -3.5922647841433264 -11.765087561173873 -1.7113939200128829 0.75937911083823761 -3.9853996643653282 -0.82357491433332519 -14.920118748801096 -6.3966372610354911
leaf_weight=673966 112 51 51 28 1827 106 24 59 34 37 196 43 36 25 158 491 39 54 63 24 31 47 94 22 21 57 26 207 35 49
leaf_count=673966 112 51 51 28 1827 106 24 59 34 37 196 43 36 25 158 491 39 54 63 24 31 47 94 22 21 57 26 207 35 49
internal_value=0 -0.216008 1.21933 9.39098 -0.756686 -5.48241 -19.5503 -0.561882 -5.13829 -27.2796 -1.26798 -2.93172 -0.388583 3.16395 -0.0629427 -1.48611 -5.19292 0.440918 2.53933 -8.37874 -3.88005 -2.66684 -1.36324 -3.21508 -6.85514 -1.43664 0.819592 0.560903 -11.2558 -2.95236
internal_weight=0 4047 1105 259 2942 378 112 231 119 61 846 443 302 118 2564 737 246 266 169 141 55 184 141 97 43 82 85 403 86 207
internal_count=678013 4047 1105 259 2942 378 112 231 119 61 846 443 302 118 2564 737 246 266 169 141 55 184 141 97 43 82 85 403 86 207
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=48 2 2 3315713 2 2
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=31
num_cat=8
split_feature=5 13 14 11 12 12 11 12 12 13 12 11 11 14 12 12 12 11 11 14 12 12 11 13 14 12 12 12 12 13
split_gain=15375 255841 1.89152e+06 5.09906e+06 1.34984e+07 2.74987e+07 803288 1.79828e+06 1.18861e+06 1.09987e+06 743858 586840 518256 417371 383420 1.75329e+06 392174 434150 364191 336875 305908 269396 235863 133296 189518 673105 722320 250459 180069 331223
threshold=1.0000000180025095e-35 0 1 1.0000000180025095e-35 8.5000000000000018 5.5000000000000009 1.5000000000000002 8.5000000000000018 7.5000000000000009 2 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 3 7.5000000000000009 8.5000000000000018 13.500000000000002 1.0000000180025095e-35 2.5000000000000004 4 10.500000000000002 4.5000000000000009 1.0000000180025095e-35 5 6 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 10.500000000000002 7
decision_type=2 9 1 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 1 2 2 2 9 1 2 2 2 2 9
left_child=-1 2 14 4 5 -4 7 8 11 22 18 13 19 -3 -2 -16 17 -17 -5 -11 -12 -15 -9 24 27 26 -26 -8 29 -25
right_child=1 6 3 10 -6 -7 23 9 -10 12 20 -13 -14 21 15 16 -18 -19 -20 -21 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=0.0012179403746265139 3.8704979663448675 -7.4084511503260195 3.0597509320576988 -4.1801263343456183 -2.9487795028931059 154.43875944137574 -3.6005099070456725 5.8138024839774651 -30.42958745956421 -8.4483996040416223 12.16984506225586 -2.9183998673232563 0.097720328031801709 -12.082065496444702 -31.613547363281249 -10.130222903296005 0.85189434900341277 -1.8166451360023073 -18.029700020656868 -22.728654209772746 -0.30469450458236369 -27.519425552624924 -0.78272660666782601 -0.33316322956183186 1.4380478252064099 0.78378506577931928 22.360987351157448 0.80628219390685762 0.58352413836043426 -5.9701570458266122
leaf_weight=673966 112 47 30 43 78 20 155 189 28 53 25 97 51 20 20 86 332 233 34 24 92 26 76 355 33 312 33 768 534 141
leaf_count=673966 112 47 30 43 78 20 155 189 28 53 25 97 51 20 20 86 332 233 34 24 92 26 76 355 33 312 33 768 534 141
internal_value=0 -0.194279 1.0974 7.55907 23.0513 63.6114 -0.680842 -3.91065 -11.1948 0.129904 -2.66258 -8.36015 -7.16137 -14.036 -1.54588 -2.44995 -1.55399 -4.05792 -10.2955 -12.8994 2.36081 -20.8075 3.77935 0.162831 0.832231 2.72463 11.8995 0.0662467 -0.684131 -2.0627
internal_weight=0 4047 1105 322 128 50 2942 611 218 393 194 190 128 93 783 671 651 319 77 77 117 46 265 2331 1301 378 66 923 1030 496
internal_count=678013 4047 1105 322 128 50 2942 611 218 393 194 190 128 93 783 671 651 319 77 77 117 46 265 2331 1301 378 66 923 1030 496
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=48 2 2056192 2 2 182401 2 1052672
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=31
num_cat=7
split_feature=12 11 13 1 8 12 12 9 3 13 1 14 12 14 12 12 12 12 0 0 14 12 13 8 6 11 14 5 6 0
split_gain=13713 45306 152306 496544 187616 149333 162164 129939 133562 177835 296524 7.58686e+06 314507 203697 118121 106600 96118.5 123212 904754 234354 88687.6 84879.3 70139.4 98822.5 95364.7 148107 768758 63272.6 59376.7 58784.1
threshold=19.500000000000004 3.5000000000000004 0 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1 1.0000000180025095e-35 2 23.500000000000004 3 21.500000000000004 23.500000000000004 21.500000000000004 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4 21.500000000000004 5 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 9 2 2 2 2 2 2 9 2 1 2 1 2 2 2 2 2 2 1 2 9 2 2 2 1 2 2 2
left_child=-1 22 3 5 7 29 20 8 9 13 27 -12 -13 16 -15 -16 17 19 -19 28 -7 -9 23 24 -2 26 -26 -11 -4 -3
right_child=1 2 4 -5 -6 6 -8 21 -10 10 11 12 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0018468465680872206 -0.088839230690439044 2.8056758789789109 3.3927270616803855 16.950028684864872 8.9722744320829708 -3.4688176787417868 5.9335732698440555 1.6053985044989787 6.1069109396501027 -0.67554742913793886 -57.245591337784482 10.77596736577841 -2.422076683044434 -5.6066158844252767 3.5887399895246639 -4.256613310452166 0.79371664185094604 -2.6435376485188802 20.679675845442148 -3.2460967178344724 3.7334124724070232 7.8771806347754696 0.13310449078217387 -6.6181691333099657 2.8466653716179633 -1.0830729184436507 -22.300212993621827 4.2528752362286601 9.4034383985731349 8.6014405822753908
leaf_weight=666326 1114 42 42 23 24 92 32 71 33 740 23 65 25 59 43 29 211 39 29 50 21 31 8446 27 31 241 20 27 27 30
leaf_count=666326 1114 42 42 23 24 92 32 71 33 740 23 65 25 59 43 29 211 39 29 50 21 31 8446 27 31 241 20 27 27 30
internal_value=0 0.107421 0.56766 2.85951 0.197371 1.49782 -0.350726 0.0622519 -0.181733 -0.329018 -1.19308 -5.98905 7.10984 1.10993 -2.28944 0.428806 2.25671 3.90746 7.30313 1.96708 -2.13035 3.51153 0.0231902 -0.621231 -0.510487 -2.1191 -7.01486 -0.502057 5.74474 5.22058
internal_weight=0 11687 1808 240 1568 217 145 1544 1442 1409 880 113 90 529 131 72 398 187 68 119 113 102 9879 1433 1406 292 51 767 69 72
internal_count=678013 11687 1808 240 1568 217 145 1544 1442 1409 880 113 90 529 131 72 398 187 68 119 113 102 9879 1433 1406 292 51 767 69 72
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=47112 131088 2 2 2 20619 2
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=31
num_cat=11
split_feature=12 0 13 11 12 13 11 14 12 12 13 13 12 13 12 11 12 14 11 12 14 12 13 11 13 11 13 11 11 11
split_gain=13119.1 196137 778055 1.78547e+06 2.45666e+06 1.2916e+07 7.94e+07 3.36722e+06 7.2431e+06 1.59156e+06 1.59664e+06 1.21839e+06 1.14093e+06 1.79976e+06 2.49986e+06 1.49043e+06 3.29312e+06 5.56254e+06 1.44785e+07 1.61e+06 1.45878e+06 2.40045e+06 1.62505e+06 2.89893e+06 9.66989e+06 1.26002e+07 5.756e+06 2.21821e+06 2.14674e+06 1.09707e+06
threshold=8.5000000000000018 1.0000000180025095e-35 0 3.5000000000000004 6.5000000000000009 1 2.5000000000000004 2 7.5000000000000009 7.5000000000000009 3 4 4.5000000000000009 5 6.5000000000000009 3.5000000000000004 5.5000000000000009 6 2.5000000000000004 5.5000000000000009 7 7.5000000000000009 8 2.5000000000000004 9 3.5000000000000004 10 3.5000000000000004 1.5000000000000002 1.5000000000000002
decision_type=2 2 9 2 2 9 2 1 2 2 9 9 2 9 2 2 2 1 2 2 1 2 9 2 9 2 9 2 2 2
left_child=1 -1 3 4 11 6 7 -6 -9 10 -7 -3 -4 14 15 16 17 -14 -19 -17 21 -15 23 26 25 -25 28 -26 -23 -18
right_child=-2 2 12 -5 5 9 -8 8 -10 -11 -12 -13 13 20 -16 19 29 18 -20 -21 -22 22 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.021833970213419863 0.017887387993393344 3.3891688120074392 0.095454176429868864 -2.0605426324084299 7.1826427151175114 -3.8298272547297452 171.56422348022463 -76.677938824608219 6.3773825531914126 -0.25972402640891018 6.2437499941353991 -0.22983475608027371 4.1267780732626873 -1.02185823958244 -1.3713587066167738 -2.7332564762170368 14.160676963656556 -1.9884219305855888 62.328862522670207 5.9824906921165457 -1.6876648978189241 -7.5052624511718751 -0.66972948426706158 34.678761605848059 -9.8853009766636646 -6.3852989196777346 -1.4159343109276619 4.5097609745637151 28.354416573401728 -1.8504168546289428
leaf_weight=343257 256099 1056 34990 2187 34 181 32 21 21 1281 1047 7301 198 9804 1435 417 51 70 70 431 14404 20 1318 233 181 110 1135 262 101 266
leaf_count=343257 256099 1056 34990 2187 34 181 32 21 21 1281 1047 7301 198 9804 1435 417 51 70 70 431 14404 20 1318 233 181 110 1135 262 101 266
internal_value=0 -0.0108043 -0.153237 0.548137 1.06852 3.74222 36.0844 -16.2119 -35.1503 2.19748 4.77862 0.231247 -0.294212 -0.741251 1.60845 4.46414 8.0472 14.914 30.1702 1.69656 -0.991888 -0.231325 2.07534 3.83164 8.61334 20.9002 0.869782 -1.34146 20.7152 0.7255
internal_weight=0 421914 78657 13161 10974 2617 108 76 42 2509 1228 8357 65496 30506 2938 1503 655 338 140 848 27568 13164 3360 2042 786 343 1256 443 121 317
internal_count=678013 421914 78657 13161 10974 2617 108 76 42 2509 1228 8357 65496 30506 2938 1503 655 338 140 848 27568 13164 3360 2042 786 343 1256 443 121 317
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=108740 4 2 98304 98304 2097409 2 2 1064976 16 1048576
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=31
num_cat=5
split_feature=11 13 5 12 12 0 11 14 11 11 0 6 12 7 14 4 12 6 14 12 2 10 12 8 12 12 12 12 14 3
split_gain=17119.1 132114 2.11601e+06 852349 6.82002e+06 1.21481e+07 1.64966e+07 2.99709e+07 2.59811e+06 555087 495622 463542 436827 328131 505262 216671 193705 462721 500785 760458 350476 320063 984363 184877 172139 151775 147500 162314 1.15124e+06 366227
threshold=2.5000000000000004 0 1.0000000180025095e-35 10.500000000000002 11.500000000000002 1.0000000180025095e-35 1.5000000000000002 1 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 2 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 8.5000000000000018 9.5000000000000018 1.0000000180025095e-35 2.5000000000000004 4 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2
left_child=1 2 3 9 5 8 -7 -8 -5 25 15 13 -12 14 -10 -6 17 20 -19 -20 -11 23 -23 -18 -25 26 -1 28 -28 -29
right_child=-2 -3 -4 4 10 6 7 -9 11 16 12 -13 -14 -15 -16 -17 21 18 19 -21 -22 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.91871520931801109 -0.017447851366399394 0.024196434015469351 -29.407060965538022 29.644035882216237 -0.1294162361350602 -19.029014672173396 136.08798409598214 -2.7177084514072964 -5.2827937364578252 -1.2194611575333716 -8.5115926048972383 1.9900043487548829 -1.5019025384618883 0.64721198515458545 -24.050473987139188 8.1320968512332801 -2.6459557994625027 -3.1683456448146274 0.028307660420735677 14.774532881905053 7.9739299410865421 -3.2463261571423758 15.548186706915136 4.8959618747234348 -3.6726258149018158 -2.2600582091534727 7.0199223214929765 1.8578129948372135 -0.64666593473640077 -1.776252284386346
leaf_weight=445 306717 361701 25 26 835 27 35 28 32 3270 143 58 235 22 26 33 1710 70 72 68 42 87 41 64 37 183 308 653 538 482
leaf_count=445 306717 361701 25 26 835 27 35 28 32 3270 143 58 235 22 26 33 1710 70 72 68 42 87 41 64 37 183 308 653 538 482
internal_value=0 0.0144771 -0.35157 -0.276035 1.91296 16.8474 46.3689 74.3966 0.646598 -0.68291 -1.13147 -4.81669 -4.15372 -9.75154 -13.6959 0.184674 -1.25616 -0.814256 3.73772 7.19076 -1.10288 -2.05884 2.77379 -2.4004 1.75697 0.516983 0.726463 1.09603 2.14448 0.314536
internal_weight=0 371296 9595 9570 1500 254 90 63 164 8070 1246 138 378 80 58 868 5461 3522 210 140 3312 1939 128 1811 101 2609 2426 1981 846 1135
internal_count=678013 371296 9595 9570 1500 254 90 63 164 8070 1246 138 378 80 58 868 5461 3522 210 140 3312 1939 128 1811 101 2609 2426 1981 846 1135
cat_boundaries=0 1 2 3 4 5
cat_threshold=1 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=31
num_cat=10
split_feature=13 6 12 12 3 12 14 7 13 11 11 14 13 9 11 8 11 5 12 12 13 11 11 14 11 14 13 12 11 14
split_gain=17796.6 279994 522717 909864 6.64849e+06 7.65856e+06 2.12807e+06 894794 1.76841e+06 1.79634e+06 618114 571833 740110 1.06643e+06 1.12238e+06 478029 1.37607e+06 333470 318124 740764 1.01847e+06 1.07908e+06 1.12801e+06 1.121e+06 441358 431582 391562 768809 1.29931e+06 2.7906e+06
threshold=0 1.0000000180025095e-35 12.500000000000002 10.500000000000002 1.0000000180025095e-35 11.500000000000002 1 1.0000000180025095e-35 2 2.5000000000000004 1.0000000180025095e-35 3 4 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 5 1.5000000000000002 1.0000000180025095e-35 6 2.5000000000000004 7 8 4.5000000000000009 2.5000000000000004 9
decision_type=9 2 2 2 2 2 1 2 9 2 2 1 9 2 2 2 2 2 2 2 9 2 2 1 2 1 9 2 2 1
left_child=1 2 3 17 7 6 -6 11 9 10 -9 12 13 15 -15 -5 -17 -1 24 20 21 22 -20 -23 25 -3 27 28 -21 -30
right_child=-2 18 -4 4 5 -7 -8 8 -10 -11 -12 -13 -14 14 -16 16 -18 -19 19 26 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.14677239296054942 0.0051837603834088957 3.0677144639779139 0.64170221420892526 -1.6161518504105363 -37.685835485747369 3.8852038088298984 -79.024730834960948 12.562459588819936 -1.1568789133248618 -1.3959622065226238 30.998082360354335 -0.40145617791825361 -6.3915492988508236 -1.0791345951169038 23.039318951198034 -25.839450252056125 1.6861152251561482 -5.1437816143480708 6.1150095803397049 -0.10806845912226924 1.1711085882672125 -4.6195048213005068 33.219014380959905 13.343112945556641 -2.992673795089722 -0.90230427907689281 0.93748574843922428 -0.66162085621226385 -5.5690699507550505 28.898518829345704
leaf_weight=39561 615747 382 7022 510 33 42 20 31 303 48 44 1273 487 43 35 32 42 134 28 189 501 64 34 76 625 967 5408 4236 41 55
leaf_count=39561 615747 382 7022 510 33 42 20 31 303 48 44 1273 487 43 35 32 42 134 28 189 501 64 34 76 625 967 5408 4236 41 55
internal_value=0 -0.0509118 -0.15776 -0.289423 -1.98596 -28.01 -53.2854 -1.11788 3.10855 12.6793 23.378 -1.86126 -3.4786 -1.2207 9.74325 -2.70596 -10.2168 -0.163641 0.369965 0.586424 3.72337 9.52403 20.9785 5.13163 -0.795888 0.221897 0.36432 -0.322658 4.70408 14.178
internal_weight=0 62266 49660 42638 2943 95 53 2848 426 123 75 2422 1149 662 78 584 74 39695 12606 10632 703 202 62 140 1974 1349 9929 4521 285 96
internal_count=678013 62266 49660 42638 2943 95 53 2848 426 123 75 2422 1149 662 78 584 74 39695 12606 10632 703 202 62 140 1974 1349 9929 4521 285 96
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=106566 2 98304 2 8196 68 2 2 8194 2
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=31
num_cat=7
split_feature=13 6 12 12 11 12 11 12 14 12 12 14 12 13 12 11 11 12 12 14 12 11 12 14 12 11 12 13 11 12
split_gain=14525.8 291276 413015 596496 1.1091e+06 1.33407e+06 840356 1.2496e+06 6.2787e+06 4.53803e+06 3.91714e+06 3.24577e+07 1.00541e+06 669468 4.32015e+06 5.12536e+07 1.58184e+06 948305 4.78907e+06 3.19185e+06 1.06075e+06 726303 593508 921476 554024 548296 510666 1.56031e+06 2.47662e+06 4.46045e+06
threshold=0 1.0000000180025095e-35 2.5000000000000004 12.500000000000002 3.5000000000000004 16.500000000000004 1.0000000180025095e-35 5.5000000000000009 1 4.5000000000000009 6.5000000000000009 2 3.5000000000000004 3 10.500000000000002 3.5000000000000004 3.5000000000000004 8.5000000000000018 9.5000000000000018 4 3.5000000000000004 1.5000000000000002 8.5000000000000018 5 3.5000000000000004 2.5000000000000004 15.500000000000002 6 2.5000000000000004 17.500000000000004
decision_type=9 2 2 2 2 2 2 2 1 2 2 1 2 9 2 2 2 2 2 1 2 2 2 1 2 2 2 9 2 2
left_child=1 -1 25 6 26 -6 7 8 9 24 11 -9 -10 14 16 -16 17 20 19 -19 21 -8 -18 -24 -4 -3 -5 -28 -29 -30
right_child=-2 2 3 4 5 -7 13 10 12 -11 -12 -13 -14 -15 15 -17 22 18 -20 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.14254307538916186 0.0051925016206917588 0.24453167612587481 -3.095135841369629 -0.95404188286661018 -3.3617711308537701 -21.43689706191725 24.65499866626881 -99.59373012233425 4.55121309216283 47.485272763669492 -0.37258474668570329 5.6408042968587679 -6.7383860889663048 1.0524835862041229 -2.1038568140665688 164.69956505185084 -3.8221755326683842 1.7179838344029019 -5.8098576863606777 39.957692659312286 -0.5012375701479681 5.5280154520670575 -32.491930934361051 -4.5619270324707033 15.549509609446808 -2.9097052668063146 -0.25372339223565837 -1.7856783396714218 27.908951298106803 -6.5588859625029983
leaf_weight=59525 602757 1574 30 2216 245 49 27 37 119 48 1243 141 234 6223 150 21 134 35 102 58 557 75 21 27 34 848 1173 143 110 57
leaf_count=59525 602757 1574 30 2216 245 49 27 37 119 48 1243 141 234 6223 150 21 134 35 102 58 557 75 21 27 34 848 1173 143 110 57
internal_value=0 -0.0414006 0.341289 0.559873 -0.462704 -6.37429 0.998168 -0.886958 3.61276 24.2422 -2.35942 -16.2338 -2.93254 1.47668 3.62498 18.3808 1.22441 3.0283 9.15421 25.5664 1.21562 10.591 -7.23997 -16.7813 6.80983 -0.859842 0.00715452 1.44344 7.62743 16.1445
internal_weight=0 75256 15731 13309 3993 294 9316 1886 465 112 1421 178 353 7430 1207 171 1036 854 195 93 659 102 182 48 64 2422 3699 1483 310 167
internal_count=678013 75256 15731 13309 3993 294 9316 1886 465 112 1421 178 353 7430 1207 171 1036 854 195 93 659 102 182 48 64 2422 3699 1483 310 167
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=106822 2 2 65600 2 2 106560
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=31
num_cat=12
split_feature=11 13 12 13 12 8 12 9 13 14 13 8 14 11 14 8 13 14 11 11 7 11 14 13 11 3 4 6 14 10
split_gain=14295.6 137348 467734 1.02866e+06 759902 1.10682e+06 669601 4.21116e+06 1.98273e+07 4.5558e+07 4.19921e+06 1.09872e+07 1.74292e+07 4.69928e+06 3.62243e+06 2.52696e+06 3.7916e+06 4.86768e+06 2.03069e+06 1.60175e+06 1.5744e+06 4.71876e+06 6.0262e+06 1.48243e+06 1.28928e+06 4.05527e+06 2.97288e+06 2.15165e+06 1.70019e+06 1.67097e+06
threshold=2.5000000000000004 0 1.5000000000000002 1 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2 3 4 1.0000000180025095e-35 5 3.5000000000000004 6 1.0000000180025095e-35 7 8 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 9 10 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 11 1.0000000180025095e-35
decision_type=2 9 2 9 2 2 2 2 9 1 9 2 1 2 1 2 9 1 2 2 2 2 1 9 2 2 2 2 1 2
left_child=-1 -2 3 4 5 -3 7 10 9 -9 11 20 13 -13 23 -12 -17 19 -16 -18 24 22 -22 -10 26 29 27 -4 -28 -26
right_child=1 2 6 -5 -6 -7 -8 8 14 -11 15 12 -14 -15 18 16 17 -19 -20 -21 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.013216995542953773 0.072767912073234672 0.023970764962495297 -2.6184083666947622 0.09254717491728201 -1.5800902955773761 -6.9545426415382554 -0.062195448531561198 -0.30361651568345627 13.414002106640792 131.08795522054035 -0.54395909292029521 87.964601477416792 -1.8981445322754564 39.08771627516974 -21.956333089911421 6.023173014322917 -36.410025824671209 -3.0064909433549452 -1.4188936365712987 -12.645051514230124 -2.5595111225428209 -2.3151740345528458 30.861589334306927 -2.3607594788611475 -2.2614788970421311 6.7572117523832631 45.936944525582447 5.710238204305135 5.197444458007813 9.122354541884528
leaf_weight=371296 111207 6913 1729 19881 9194 235 142859 71 138 42 10027 37 93 42 92 125 92 155 101 41 89 246 137 101 1233 1274 21 378 20 144
leaf_count=371296 111207 6913 1729 19881 9194 235 142859 71 138 42 10027 37 93 42 92 125 92 155 101 41 89 246 137 101 1233 1274 21 378 20 144
internal_value=0 -0.0159567 -0.0664239 -0.390777 -0.978226 -0.205457 0.00733202 0.611948 9.25518 44.5865 0.315369 2.56452 27.441 61.9794 -0.995617 -0.858883 -8.52554 -14.5442 -11.2088 -29.084 1.75763 7.26845 17.7002 7.21016 1.21562 2.69102 -0.605276 -1.12423 26.064 -1.07101
internal_weight=0 306717 195510 36223 16342 7148 159287 16428 545 113 15883 5443 172 79 432 10440 413 288 193 133 5271 472 226 239 4799 2651 2148 2107 41 1377
internal_count=678013 306717 195510 36223 16342 7148 159287 16428 545 113 15883 5443 172 79 432 10440 413 288 193 133 5271 472 226 239 4799 2651 2148 2107 41 1377
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=2922497 147760 272 2 147488 2 2 1056768 2 2 1179648 2
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=31
num_cat=5
split_feature=13 6 14 12 11 13 11 12 12 12 12 12 13 11 12 12 12 12 12 11 12 12 12 4 14 11 9 11 11 0
split_gain=13041.3 431339 672415 1.02073e+06 1.41104e+06 3.13165e+06 3.41715e+06 7.36936e+06 2e+06 1.84763e+06 1.32699e+06 1.17508e+06 2.60736e+06 3.8856e+06 5.85073e+06 954955 2.31127e+06 915810 546863 717467 688103 498435 746844 3.64551e+06 7.43813e+06 2.46253e+07 2.35552e+06 1.82951e+06 6.60838e+06 4.24038e+06
threshold=0 1.0000000180025095e-35 1 4.5000000000000009 2.5000000000000004 2 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 2.5000000000000004 1.5000000000000002 3 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 4 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35
decision_type=9 2 1 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=1 21 18 4 10 6 7 -6 -9 17 -4 12 13 -7 -15 -8 -17 -10 19 -3 -21 22 -1 26 -25 -26 27 28 -24 -30
right_child=-2 2 3 -5 5 11 15 8 9 -11 -12 -13 -14 14 -16 16 -18 -19 -20 20 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.063583209823039236 -0.0058983450618013515 -0.88254225942166586 -1.7357873154590067 -0.4719468641355527 52.035574776785715 -3.3955576846474096 -22.201571219308036 -6.8834541593279157 12.356869429436284 2.0341479548701531 2.4493971587410215 -2.8540802017914206 -3.365206950247003 -15.557771301269533 40.120999759822695 22.421730869838171 -8.3885214185714716 28.079539794921875 -0.64146933756942048 0.2587377049488786 -7.3394716402379476 0.46365516573880455 -1.1003854222978047 -14.637265854497111 -2.166050476149509 102.40721334218979 4.915781249607182 2.1624174658403832 -5.867576262543297 -21.504872078764929
leaf_weight=46632 572882 887 1636 9093 49 76 21 56 69 81 1411 478 199 25 77 35 80 80 9198 162 451 30331 2085 62 76 32 437 593 427 292
leaf_count=46632 572882 887 1636 9093 49 76 21 56 69 81 1411 478 199 25 77 35 80 80 9198 162 451 30331 2085 62 76 32 437 593 427 292
internal_value=0 0.0324162 -0.338359 0.131824 1.38727 4.11026 10.5519 16.2031 10.0639 14.1902 0.202281 0.433216 4.61268 12.991 26.4742 -2.59231 0.988512 20.7986 -0.930196 -2.70067 -5.33146 0.143075 -0.0489525 -1.35958 12.97 28.8186 -1.99496 -2.88398 -3.95121 -12.2182
internal_weight=0 105131 24164 13466 4373 1326 471 335 286 230 3047 855 377 178 102 136 115 149 10698 1500 613 80967 50636 4004 170 108 3834 3397 2804 719
internal_count=678013 105131 24164 13466 4373 1326 471 335 286 230 3047 855 377 178 102 136 115 149 10698 1500 613 80967 50636 4004 170 108 3834 3397 2804 719
cat_boundaries=0 1 2 3 4 5
cat_threshold=2380328 2 4608 16384 2
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=31
num_cat=3
split_feature=12 13 5 12 11 14 3 11 12 12 11 12 12 12 10 12 11 0 11 12 6 12 1 12 4 12 12 5 11 13
split_gain=13548.6 325689 2.37913e+06 3.16184e+07 2.60289e+06 1.12904e+06 3.92341e+06 1.45038e+07 3.54068e+07 1.52419e+08 4.58465e+06 8.06027e+06 2.50442e+06 941149 890560 2.44449e+06 2.54473e+06 697260 1.34871e+06 3.14731e+06 2.17988e+06 1.61511e+06 1.51677e+06 789737 904576 6.3032e+06 606398 1.96115e+06 2.01177e+06 1.42486e+06
threshold=7.5000000000000009 0 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1 1.0000000180025095e-35 1.5000000000000002 10.500000000000002 13.500000000000002 3.5000000000000004 8.5000000000000018 10.500000000000002 9.5000000000000018 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 8.5000000000000018 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 10.500000000000002 8.5000000000000018 1.0000000180025095e-35 1.5000000000000002 2
decision_type=2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9
left_child=-1 2 5 -4 -5 14 17 12 10 -10 13 -12 -8 -9 -2 16 -16 18 23 20 -20 -21 -23 -7 -25 -26 27 29 -29 -3
right_child=1 26 3 4 -6 6 7 8 9 -11 11 -13 -14 -15 15 -17 -18 -19 19 21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.012209742197863273 -0.68326740787453089 0.52901161925366402 115.61627165412904 -38.7463658918034 -0.88595156451830503 -1.4989197529317611 -5.5430201895883151 -0.51926071261182238 297.60635760763415 -5.1682841364542647 74.292136601039346 -7.6644913264683314 -32.840697807195241 -16.475308479982264 -3.0167715263366701 1.324052672035976 43.033272933959964 -0.64983750517701577 3.7622564724513463 1.3135538926924708 27.124760371382521 1.2315265231605235 32.578810476534294 1.0296593653793897 53.086359831003044 -4.0514798884391787 0.0088083022946495934 -30.798319877066263 -4.7125635377641002 -0.91228551435672878
leaf_weight=389234 9278 10527 25 22 104 1435 107 81 23 60 21 28 49 68 20 457 30 2876 70 1066 93 29 33 2891 26 75 239484 41 106 19654
leaf_count=389234 9278 10527 25 22 104 1435 107 81 23 60 21 28 49 68 20 457 30 2876 70 1066 93 29 33 2891 26 75 239484 41 106 19654
internal_value=0 -0.0163779 0.384055 12.8864 -7.4965 0.283927 1.09024 10.3334 23.9075 78.7331 0.92499 27.4598 -14.1173 -7.80122 -0.460256 3.62082 24.6133 0.620232 1.25904 4.10304 17.0918 2.22612 17.9164 0.429677 1.35466 10.6573 -0.0445397 -0.465815 -11.9882 -0.409694
internal_weight=0 288779 18967 151 126 18816 9031 437 281 83 198 49 156 149 9785 507 50 8594 5718 1291 163 1128 62 4427 2992 101 269812 30328 147 30181
internal_count=678013 288779 18967 151 126 18816 9031 437 281 83 198 49 156 149 9785 507 50 8594 5718 1291 163 1128 62 4427 2992 101 269812 30328 147 30181
cat_boundaries=0 1 2 3
cat_threshold=170 2 1142785
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=31
num_cat=9
split_feature=11 13 12 12 3 14 11 12 11 13 13 6 12 14 12 11 13 6 12 13 11 11 12 14 12 11 12 14 5 12
split_gain=16398.3 118755 274981 1.11672e+06 3.47595e+06 1.53388e+07 8.19365e+07 2.96245e+06 2.49418e+06 1.68393e+06 1.4443e+06 2.26883e+06 7.64626e+06 7.94773e+06 1.2984e+07 1.51381e+07 1.46156e+06 1.32328e+06 3.21747e+06 3.30589e+06 7.15565e+06 1.23973e+07 2.4444e+07 4.99746e+07 1.47441e+06 1.15272e+06 1.06502e+06 1.05129e+06 936069 842664
threshold=2.5000000000000004 0 10.500000000000002 12.500000000000002 1.0000000180025095e-35 1 1.5000000000000002 11.500000000000002 1.0000000180025095e-35 2 3 1.0000000180025095e-35 14.500000000000002 4 13.500000000000002 1.5000000000000002 5 1.0000000180025095e-35 14.500000000000002 6 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 7 13.500000000000002 1.0000000180025095e-35 16.500000000000004 8 1.0000000180025095e-35 14.500000000000002
decision_type=2 9 2 2 2 1 2 2 2 9 9 2 2 1 2 2 9 2 2 9 2 2 2 1 2 2 2 1 2 2
left_child=1 -1 -3 4 9 8 7 -7 -6 -4 11 16 13 14 -13 -16 -5 -12 19 20 21 -19 23 -23 -22 -15 -20 -26 -11 -18
right_child=-2 2 3 10 5 6 -8 -9 -10 28 17 12 -14 25 15 -17 29 18 26 -21 24 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.024177203460980262 -0.017081017320842672 0.015026451694590607 -1.4599383426524735 9.0345437810434941 24.243366689267368 -50.628870858086486 163.93125748634338 -6.5424219104221892 -11.325779641192893 1.9740921376761744 0.080120023566239651 4.7876533084077604 -1.4215300463191114 18.476819904033956 -0.83426462411880498 67.161977408696146 -2.7192593238912668 -2.0484399115133005 2.3121077205096374 -0.84183445484669106 1.7921120021654211 -153.7580762286519 -2.1521167210170202 0.54985667438041874 -13.138093554255475 -4.1145553988079691 -2.1040208337271316 -0.076471052364427222 -9.0529406688152232 0.8589060336827985
leaf_weight=254379 306717 90646 2100 161 23 27 36 35 138 5900 9642 162 729 26 48 103 1056 171 1311 916 322 43 84 41 166 172 936 98 78 1747
leaf_count=254379 306717 90646 2100 161 23 27 36 35 138 5900 9642 162 729 26 48 103 1056 171 1311 916 322 43 84 41 166 172 936 98 78 1747
internal_value=0 0.0141646 0.0975794 0.382459 1.3387 12.7421 43.9343 -25.7414 -6.24447 0.973081 -0.0620703 1.55755 5.15293 14.5322 24.4512 45.5473 0.0586633 -0.558711 -2.06683 -5.16622 -9.33847 -21.0033 -40.2966 -78.4411 -2.74976 -1.14801 0.472545 -8.28946 1.82716 -0.48739
internal_weight=0 371296 116917 26271 8337 259 98 62 161 8078 17934 4204 1240 511 313 151 2964 13730 4088 1841 925 339 168 84 586 198 2247 264 5978 2803
internal_count=678013 371296 116917 26271 8337 259 98 62 161 8078 17934 4204 1240 511 313 151 2964 13730 4088 1841 925 339 168 84 586 198 2247 264 5978 2803
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2996305 2 1049102 1049094 2 514 131072 2 2
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=31
num_cat=11
split_feature=12 13 12 13 10 13 14 11 11 14 4 13 6 11 0 13 11 11 4 3 11 12 11 13 2 14 13 7 13 12
split_gain=18958.8 302739 451755 830931 1.04648e+06 1.03058e+06 1.20057e+06 1.21114e+06 2.66344e+06 894978 2.02306e+06 1.01292e+06 2.08918e+06 1.00329e+06 2.36089e+06 2.45614e+06 1.88646e+06 964082 756340 642766 932150 538827 1.33296e+06 4.10235e+06 2.32336e+06 3.0175e+07 1.61241e+06 1.79625e+06 4.30548e+06 5.84713e+06
threshold=9.5000000000000018 0 10.500000000000002 1 1.0000000180025095e-35 2 3 2.5000000000000004 3.5000000000000004 4 1.0000000180025095e-35 5 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 6 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 12.500000000000002 3.5000000000000004 7 1.0000000180025095e-35 8 9 1.0000000180025095e-35 10 11.500000000000002
decision_type=2 9 2 9 2 9 1 2 2 1 2 9 2 2 2 9 2 2 2 2 2 2 2 9 2 1 9 2 9 2
left_child=-1 2 3 -2 9 6 7 -6 -9 11 13 12 -5 14 19 16 -16 -12 21 -11 -21 22 26 24 -24 -26 27 -4 29 -29
right_child=1 -3 18 4 5 -7 -8 8 -10 10 17 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.01178926742287114 -1.337965104673307 0.060457527391463463 0.51046912138431533 -0.84462916298057644 4.8126962110731339 -0.71960936898638495 -0.094158299763997408 39.334282087243125 -4.3776271057128913 -0.99000708275753679 7.0439838608105978 -2.1042394159280056 12.236410193773187 -1.1093638318474539 4.5465476763689958 -0.8648022366009549 20.058401293423088 31.102140131304338 -2.4015050351354814 -1.8513525671429105 11.005786144127281 -0.21166004039075845 4.3777562022614296 -0.46750089906711589 83.108182438441702 -64.340100429369059 -1.1150895155904303 1.8564427036128632 1.2807297938524802 41.745401712366061
leaf_weight=453836 8441 146988 4919 526 45 147 60 46 20 1108 36 2841 159 1714 135 207 187 31 1350 108 118 41004 2354 3638 35 23 7323 73 467 74
leaf_count=453836 8441 146988 4919 526 45 147 60 46 20 1108 36 2841 159 1714 135 207 187 31 1350 108 118 41004 2354 3638 35 23 7323 73 467 74
internal_value=0 -0.0237558 -0.184104 -0.658553 0.108969 5.72254 10.6782 17.463 26.0882 -0.139849 0.959153 -1.27563 2.16016 0.636679 2.24308 7.89611 13.1467 18.1754 -0.0607664 0.00135595 4.86167 -0.00802062 0.43364 1.65765 4.84484 24.6373 -0.142374 1.14497 6.24689 20.5394
internal_weight=0 224177 77189 15929 7488 318 171 111 66 7170 3644 3526 685 3577 1863 529 322 67 61260 1334 226 59910 18906 6050 2412 58 12856 5533 614 147
internal_count=678013 224177 77189 15929 7488 318 171 111 66 7170 3644 3526 685 3577 1863 529 322 67 61260 1334 226 59910 18906 6050 2412 58 12856 5533 614 147
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=3673029 1048645 2176 2 2 2097920 2432 1049408 2 524673 128
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=31
num_cat=9
split_feature=12 13 12 13 4 4 13 11 11 10 13 11 14 13 0 11 11 13 3 11 11 13 6 8 11 12 11 14 12 0
split_gain=15379.2 248588 307217 668542 577050 462929 1.14452e+06 2.12467e+06 5.8691e+06 412407 597811 522846 494036 740716 791226 1.65268e+06 2.44148e+06 4.74964e+06 723844 1.2e+06 1.35909e+06 717967 1.69224e+06 572955 555833 407387 877091 1.96056e+06 4.78097e+06 1.1415e+07
threshold=9.5000000000000018 0 10.500000000000002 1 1.0000000180025095e-35 1.0000000180025095e-35 2 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3 3.5000000000000004 4 5 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 6 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 7 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 8 13.500000000000002 1.0000000180025095e-35
decision_type=2 9 2 9 2 2 9 2 2 2 9 2 1 9 2 2 2 9 2 2 2 9 2 2 2 2 2 1 2 2
left_child=-1 2 3 9 25 -5 7 8 -7 12 11 -11 21 14 18 -16 17 -17 23 -20 -21 22 -2 24 -14 -4 27 -27 29 -29
right_child=1 -3 4 5 -6 6 -8 -9 -10 10 -12 -13 13 -15 15 16 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.010610354260177696 -0.76016618208286879 0.052893085891131245 0.36992865212298709 -1.1738828515271649 -2.1416292712615248 -5.3624174679026888 -3.1863396481769843 -1.4304353629486473 55.321811421712248 12.508771888955126 -0.9857745203605065 -4.1671395011570143 5.2922486799734614 -2.1600089796544877 -3.8614976846018148 29.433932312533386 0.52416016814905564 0.6382700905871036 -3.0113735119501754 23.806748791398675 0.019932491023366045 -1.8016724457821316 11.01276880180311 7.5522499264611147 -1.5397408454311956 -0.76390120093126068 -0.31836675854363122 2.5120452530682087 1.5261868573989568 53.72657649274916
leaf_weight=453836 526 149673 18309 9681 1311 34 154 79 30 103 120 23 135 534 155 107 218 124 72 58 41 1944 159 90 1010 1354 37172 136 761 64
leaf_count=453836 526 149673 18309 9681 1311 34 154 79 30 103 120 23 135 534 155 107 218 124 72 58 41 1944 159 90 1010 1354 37172 136 761 64
internal_value=0 -0.0214037 -0.170645 -0.568531 -0.0670265 -1.05352 2.83424 8.91717 23.0833 0.325828 4.32686 8.76882 0.13619 1.12964 2.00438 5.04145 8.11484 15.2783 0.713946 6.81164 13.9556 -0.825137 1.94415 -0.13035 -0.734222 -0.0199678 -0.200752 1.68779 5.14211 18.9007
internal_weight=0 224177 74504 15397 59107 9978 297 143 64 5419 246 126 5173 2544 2010 604 449 231 1406 171 99 2629 685 1235 1145 57796 39487 2315 961 200
internal_count=678013 224177 74504 15397 59107 9978 297 143 64 5419 246 126 5173 2544 2010 604 449 231 1406 171 99 2629 685 1235 1145 57796 39487 2315 961 200
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=3672965 2624256 129 2304 2 526336 2048 2097920 2
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=31
num_cat=6
split_feature=13 12 14 11 1 12 1 14 13 14 6 11 11 1 12 9 6 12 3 1 13 6 11 0 11 11 2 11 12 12
split_gain=13224.7 103881 398452 268168 1.24797e+06 256878 2.39594e+06 8.5626e+06 264924 383696 1.14644e+06 1.12243e+06 463570 241527 1.76207e+06 207100 161895 154828 368832 371027 271265 583098 636832 169630 255974 354360 141674 891598 3.60362e+06 2.04254e+07
threshold=0 18.500000000000004 1 3.5000000000000004 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 2 3 4 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 19.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 4.5000000000000009
decision_type=9 2 1 2 2 2 2 1 9 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=1 5 17 13 -5 26 8 -8 -7 10 12 -12 15 -4 -15 -10 -11 20 19 -19 -3 23 -23 -22 25 -25 -1 -28 -29 -30
right_child=-2 2 3 4 -6 6 7 -9 9 16 11 -13 -14 14 -16 -17 -18 18 -20 -21 21 22 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.014173821736934742 0.0063154526206257297 -0.016631024230358213 -0.98886285359093939 -5.991955742537975 22.852100293835008 0.83930615101865813 -57.818285788259203 16.507074735241552 -0.72625807614702931 -0.0099373059703948656 -1.250649074792862 -29.530189418792727 -13.195400257357235 -33.118628120422365 -0.87304752699963695 9.9718852013349544 7.9574139731270934 0.23504696456370017 13.956332742600214 10.289718843329894 -0.1689917299725594 5.6224027470179969 27.334639029069383 9.3720369883946013 10.264728930958531 -3.6942597258324721 -1.7703622307239284 -17.701591691814485 93.287850996164181 -0.3923839450956465
leaf_weight=107948 564579 205 517 40 24 647 31 31 190 94 25 32 29 20 111 20 35 1073 21 38 109 35 22 35 57 51 1685 61 26 222
leaf_count=107948 564579 205 517 40 24 647 31 31 190 94 25 32 29 20 111 20 35 1073 21 38 109 35 22 35 57 51 1685 61 26 222
internal_value=0 -0.0311009 0.6257 -1.35077 4.82457 -0.0450468 -1.54241 -20.6556 -0.436988 -2.34454 -4.38328 -17.1269 -1.34401 -1.96068 -5.79604 0.292613 2.15175 1.48065 0.827118 0.578951 2.91995 4.71608 14.0026 2.80271 5.06786 1.62342 -0.0296021 -0.864836 4.07307 9.42893
internal_weight=0 113434 2358 712 64 111076 1134 62 1072 425 296 57 239 648 131 210 129 1646 1132 1111 514 309 57 252 143 86 109942 1994 309 248
internal_count=678013 113434 2358 712 64 111076 1134 62 1072 425 296 57 239 648 131 210 129 1646 1132 1111 514 309 57 252 143 86 109942 1994 309 248
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=106982 2 2 106532 2 40960
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=31
num_cat=11
split_feature=12 13 12 13 9 11 9 13 12 14 11 12 11 11 14 13 12 12 6 11 14 13 11 0 14 7 13 14 11 2
split_gain=13284.2 346416 601098 427438 386712 382924 371526 1.837e+06 2.9344e+06 3.39784e+06 8.41177e+06 4.2229e+06 450634 568878 813740 770259 1.52181e+06 428328 360979 994970 1.51159e+06 1.06658e+06 413826 940775 900337 645106 675441 772569 510945 427748
threshold=15.500000000000002 0 16.500000000000004 1 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 2 17.500000000000004 3 3.5000000000000004 16.500000000000004 2.5000000000000004 1.5000000000000002 4 5 17.500000000000004 16.500000000000004 1.0000000180025095e-35 1.5000000000000002 6 7 1.0000000180025095e-35 1.0000000180025095e-35 8 1.0000000180025095e-35 9 10 2.5000000000000004 1.0000000180025095e-35
decision_type=2 9 2 9 2 2 2 9 2 1 2 2 2 2 1 9 2 2 2 2 1 9 2 2 1 2 9 1 2 2
left_child=-1 2 3 4 -2 -6 -3 8 9 10 11 -8 13 -9 15 16 -15 -11 22 -20 21 -21 23 29 -25 26 27 -24 -29 -5
right_child=1 6 -4 18 5 -7 7 12 -10 17 -12 -13 -14 14 -16 -17 -18 -19 19 20 -22 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0039715451737724599 2.3225158243648059 -0.33006720182494081 -0.0026993442356875409 -2.549157785799574 15.723694168437612 1.072081421216329 29.481104111089941 -2.0920243639329619 -1.1626930944621563 -5.8342909143326134 67.299572436014813 -18.991879320144655 -2.6646150943164728 23.492379209078276 -6.0361889651564304 0.81111122885746745 0.28709360504150394 10.161799885676459 -0.29585133941650393 8.262995816907976 -0.95034785543481048 -1.0843386153261105 0.45827941969371166 5.7591804555139028 -1.5454926228119157 4.0004780620759268 -1.6357136757357951 17.57947431960196 0.236388521194458 9.2239816492254079
leaf_weight=626294 1133 22597 19777 476 44 30 41 264 192 47 36 32 587 65 61 124 50 26 1250 604 437 157 223 592 236 282 2245 53 25 33
leaf_count=626294 1133 22597 19777 476 44 30 41 264 192 47 36 32 587 65 61 124 50 26 1250 604 437 157 223 592 236 282 2245 53 25 33
internal_value=0 0.0487603 0.290666 1.03297 2.75712 9.78385 -0.22802 1.28259 7.267 16.5591 27.741 8.23267 -0.718848 1.29352 4.2728 6.90397 12.3309 -0.137053 0.713029 1.67781 3.73714 6.4289 0.147685 1.59738 3.67717 -0.537688 -1.04034 3.34347 12.0208 -1.78587
internal_weight=0 51719 27597 7820 1207 74 24122 1525 374 182 109 73 1151 564 300 239 115 73 6613 2448 1198 761 4165 1337 828 2828 2546 301 78 509
internal_count=678013 51719 27597 7820 1207 74 24122 1525 374 182 109 73 1151 564 300 239 115 73 6613 2448 1198 761 4165 1337 828 2828 2546 301 78 509
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=377183 262409 1572864 2 2 6144 2 16 2 16384 2
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=31
num_cat=8
split_feature=12 11 13 1 8 12 12 9 3 13 1 1 14 14 12 12 14 3 12 12 8 12 14 12 6 13 12 11 14 12
split_gain=15725.6 40583.7 132746 395418 154316 120284 127583 114950 99395.6 161360 947319 348604 2.44704e+06 72420.9 79666.5 69763.5 69640.1 68786.9 68762.2 65611.1 59097.1 99258.1 72081.1 55793.6 49455.3 47473.3 257750 167990 783616 1.29661e+06
threshold=19.500000000000004 3.5000000000000004 0 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1 1.0000000180025095e-35 1.0000000180025095e-35 2 3 25.500000000000004 21.500000000000004 4 1.0000000180025095e-35 23.500000000000004 22.500000000000004 1.0000000180025095e-35 20.500000000000004 5 20.500000000000004 1.0000000180025095e-35 6 21.500000000000004 2.5000000000000004 7 22.500000000000004
decision_type=2 2 9 2 2 2 2 2 2 9 2 2 1 1 2 2 1 2 2 2 2 2 1 2 2 9 2 2 1 2
left_child=-1 17 3 5 7 -3 16 8 9 11 13 -4 -13 14 19 -9 -7 20 -12 -11 25 -22 -23 -19 -21 -2 -27 -28 -29 -30
right_child=1 2 4 -5 -6 6 -8 15 -10 10 18 12 -14 -15 -16 -17 -18 23 -20 24 21 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.0019618002096496931 0.21696020576813257 4.8221515761481397 -0.098226933131850727 15.270259989862858 8.1629957631230354 -2.9425856841647109 5.3961244821548462 1.5984435867255842 5.2778008157556711 0.80095554340411634 -14.3715118487676 35.259744782881306 -3.7290715678532922 -2.3243883830244823 -1.7857351206065646 7.2844082432408488 3.4395420574006579 -0.1892991745958523 -8.0633490120923081 6.6126422905340441 1.1782912723223369 -2.4898177043811698 -9.9411203908920296 -4.9374756851196295 0.5471722221374512 -1.3460890614149863 -0.061061635284714845 -0.53279074803269655 31.759472392854235 4.3532201631781984
leaf_weight=666326 7199 72 844 23 24 92 32 71 33 170 48 22 60 93 84 31 21 49 27 41 45 37 20 50 20 1197 893 271 21 97
leaf_count=666326 7199 72 844 23 24 92 32 71 33 170 48 22 60 93 84 31 21 49 27 41 45 37 20 50 20 1197 893 271 21 97
internal_value=0 0.11505 0.550643 2.6904 0.204666 1.48103 -0.17801 0.0822872 -0.147195 -0.274253 -1.73527 0.501139 6.73134 0.127584 0.8515 3.32653 -1.75653 0.0353297 -12.1006 1.81049 0.0618785 -2.33257 -5.10431 -2.58737 4.62396 0.0871145 -0.289663 0.694459 2.42886 9.2306
internal_weight=0 11687 1808 240 1568 217 145 1544 1442 1409 483 926 82 408 315 102 113 9879 75 231 9780 102 57 99 61 9678 2479 1282 389 118
internal_count=678013 11687 1808 240 1568 217 145 1544 1442 1409 483 926 82 408 315 102 113 9879 75 231 9780 102 57 99 61 9678 2479 1282 389 118
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=47112 147473 2 2 2 2 1649012 2
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=31
num_cat=10
split_feature=12 13 12 3 13 14 1 13 12 14 11 11 6 12 13 8 13 7 10 12 11 13 9 13 8 11 12 13 0 11
split_gain=14216.1 332793 1.06196e+06 5.00764e+06 6.85559e+06 2.06244e+07 1.17117e+06 2.55781e+06 684002 3.08097e+06 4.10147e+06 4.30267e+06 2.39803e+07 2.0994e+07 1.76138e+07 4.12497e+06 3.90235e+06 2.68565e+07 3.78997e+06 3.68574e+06 2.6707e+06 2.65319e+06 2.00702e+06 1.79163e+06 1.46876e+06 5.75078e+06 4.97329e+06 1.73871e+06 1.87088e+07 4.47384e+07
threshold=10.500000000000002 0 11.500000000000002 1.0000000180025095e-35 1 2 1.0000000180025095e-35 3 13.500000000000002 4 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 12.500000000000002 5 1.0000000180025095e-35 6 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 3.5000000000000004 7 1.0000000180025095e-35 8 1.0000000180025095e-35 2.5000000000000004 12.500000000000002 9 1.0000000180025095e-35 2.5000000000000004
decision_type=2 9 2 2 9 1 2 9 2 1 2 2 2 2 9 2 9 2 2 2 2 9 2 9 2 2 2 9 2 2
left_child=-1 2 3 6 -5 -6 -2 -8 9 10 15 12 16 -14 -15 -4 17 -12 -18 -20 21 -13 24 -11 27 -26 -27 28 -23 -30
right_child=1 -3 8 4 5 -7 7 -9 -10 23 11 20 13 14 -16 -17 18 -19 19 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0089458394469891685 -0.76257129289967818 0.12953692457888366 -1.0035465769109553 1.1210286247915555 -5.1159485335898616 -82.796230580855394 16.645767036128429 -0.91197503539751157 -0.20931010603881961 1.3615762754655432 -2.415125882331961 -1.6794890397028355 3.2409066601701682 47.94827644723361 -1.4590115606257346 -19.404140954169019 -5.6634700801821918 100.46275182263605 -2.207959580421448 37.290150506155832 -1.9491075011205117 -2.1887369699589598 -3.0491264321910805 -1.3186294194538928 -1.8464481344175099 39.782867825168303 4.5166041177672316 2.3191959330557772 -9.0070059908353368 77.433115448822846
leaf_weight=492231 15285 80498 3682 183 113 49 114 255 58017 3214 203 1569 370 295 103 126 1077 29 54 42 2046 599 536 11034 199 87 74 5688 130 111
leaf_count=492231 15285 80498 3682 183 113 49 114 255 58017 3214 203 1569 370 295 103 126 1077 29 54 42 2046 599 536 11034 199 87 74 5688 130 111
internal_value=0 -0.0235197 -0.140543 -0.890822 -12.808 -26.9484 -0.628178 4.93876 -0.0061157 0.370906 1.27913 2.11253 6.17995 20.3887 36.33 -1.61239 -1.5868 10.013 -3.93288 15.0725 1.31186 2.05377 2.8412 -0.71401 3.30369 9.52193 23.5735 2.96077 7.1919 30.8057
internal_weight=0 185782 105284 15999 345 162 15654 369 89285 31268 17020 13212 2173 768 398 3808 1405 232 1173 96 11039 8993 7424 14248 6888 360 161 6528 840 241
internal_count=678013 185782 105284 15999 345 162 15654 369 89285 31268 17020 13212 2173 768 398 3808 1405 232 1173 96 11039 8993 7424 14248 6888 360 161 6528 840 241
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=3001232 272 2 526464 2 16 2048 35328 100992 524288
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=31
num_cat=7
split_feature=12 13 11 1 12 12 12 1 11 11 11 11 14 13 6 11 8 3 12 11 14 14 11 6 13 0 12 11 14 12
split_gain=15093.6 288628 455248 6.43584e+06 5.06021e+06 450114 403930 1.35648e+06 865075 1.9695e+06 377986 282203 267707 355506 287073 302663 232532 220549 456579 222754 212795 182809 208734 392597 175253 260506 783713 1.56425e+06 371105 169566
threshold=18.500000000000004 0 3.5000000000000004 1.0000000180025095e-35 20.500000000000004 23.500000000000004 19.500000000000004 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 1 2 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 1.5000000000000002 3 4 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 27.500000000000004 3.5000000000000004 6 19.500000000000004
decision_type=2 9 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 1 1 2 2 9 2 2 2 1 2
left_child=-1 6 17 16 -5 -6 7 12 9 10 -9 21 13 -2 -15 -16 -4 -3 19 -19 -10 -8 23 -23 -13 -26 28 -28 -27 -18
right_child=1 2 3 4 5 -7 11 8 20 -11 -12 24 -14 14 15 -17 29 18 -20 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0022611638466306515 0.92262595959305127 0.0042351221946182391 -0.34836031704830878 -58.313007792304546 -16.649175686990059 2.0536350597034803 -0.13344215528315465 10.337516388893128 29.84973768754439 -12.375688463098863 29.546529933384491 -0.20974117194356545 -1.3450390055222039 3.6611330764359593 3.9681610018014908 19.541152601975664 1.1581956782124259 16.357069255459695 -1.7252239730623034 4.2695688660939535 16.486767167311449 -2.8764222208172718 -1.3046340023423291 -16.015350920359293 0.68236265087081494 3.627857174104502 37.322173900604248 0.96947556857405037 -6.5677793366568427 13.880557928085327
leaf_weight=660902 917 10822 1249 34 31 22 957 20 22 34 21 738 323 217 24 26 22 31 63 30 26 94 364 30 645 238 20 29 42 20
leaf_count=660902 917 10822 1249 34 31 22 957 20 22 34 21 738 323 217 24 26 22 31 63 30 26 94 364 30 645 238 20 29 42 20
internal_value=0 0.0928671 -0.163232 -1.87634 -28.2021 -8.88574 0.750958 2.03092 12.1285 5.41939 20.1763 0.0924751 1.20677 1.90291 5.04611 12.0661 -0.102255 0.0522839 4.2457 10.4124 22.6115 -0.936633 -2.51174 -6.0552 0.961086 1.83157 4.14025 15.8073 2.09851 7.21646
internal_weight=0 17111 12324 1378 87 53 4787 1630 123 75 41 3157 1507 1184 267 50 1291 10946 124 61 48 1445 488 124 1712 974 329 49 280 42
internal_count=678013 17111 12324 1378 87 53 4787 1630 123 75 41 3157 1507 1184 267 50 1291 10946 124 61 48 1445 488 124 1712 974 329 49 280 42
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=201645 2 135177 2 2 389 2
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=31
num_cat=6
split_feature=12 14 13 8 13 1 1 11 12 11 6 12 13 12 12 11 11 11 6 11 12 12 13 6 13 12 0 0 12 12
split_gain=17897.5 50396.2 488157 251957 225289 1.96649e+06 415449 933846 174507 353960 2.19397e+06 129148 272676 546772 824636 1.15661e+06 369700 293908 573209 1.23557e+06 1.34066e+06 4.73247e+06 433665 321968 233632 998203 1.89013e+06 219490 168294 142360
threshold=19.500000000000004 0 1 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 3 21.500000000000004 22.500000000000004 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 21.500000000000004 4 1.0000000180025095e-35 5 27.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 23.500000000000004
decision_type=2 1 9 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2
left_child=-1 4 8 11 5 -2 -6 -8 9 10 -3 12 13 16 15 -15 -4 18 22 20 -20 -22 -14 -19 25 27 -27 -13 -21 -24
right_child=1 2 3 -5 6 -7 7 -9 -10 -11 -12 24 17 14 -16 -17 -18 23 19 28 21 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0020250131386237926 0.53221468526003435 1.907760021534372 -18.507903490747726 10.412774065562658 -0.095562584446562904 24.037871538626181 -0.88052507843290062 -19.741885474068781 -0.50455355503585897 -2.0116571480326537 -36.355281829833984 -0.49546289256974768 3.8422689299938106 0.55123578207833424 -4.0223624662919475 29.811971699107779 -4.0388282036996106 6.6155836892786937 0.34622471368134916 2.7845209127122708 46.815649414062506 1.1959431082515395 -1.2601641591380974 -3.1162176508729051 -1.2752804747623219 -2.9560067062125062 32.720496679235389 -12.092518456776936 -2.0179522880771819 3.1966890261723448
leaf_weight=666326 935 47 21 28 7183 37 105 35 267 205 22 51 232 35 77 22 111 199 67 143 37 59 883 41 534 33 27 24 149 78
leaf_count=666326 935 47 21 28 7183 37 105 35 267 205 22 51 232 35 77 22 111 199 67 143 37 59 883 41 534 33 27 24 149 78
internal_value=0 0.122806 0.447539 0.970049 -0.00998495 1.41245 -0.200443 -5.59587 -2.28177 -4.09687 -10.2921 0.879827 1.25677 -1.70848 2.72712 11.8449 -6.34073 1.67473 1.20746 4.22736 11.2021 18.7785 0.0556965 4.95307 -0.333836 3.24425 13.0984 -4.20652 0.333944 -0.889169
internal_weight=0 11687 3392 2851 8295 972 7323 140 541 274 69 2823 2154 266 134 57 132 1888 1648 455 163 96 1193 240 669 135 60 75 292 961
internal_count=678013 11687 3392 2851 8295 972 7323 140 541 274 69 2823 2154 266 134 57 132 1888 1648 455 163 96 1193 240 669 135 60 75 292 961
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 12428 12300 131072 18688 655360
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=31
num_cat=8
split_feature=11 13 8 13 12 12 14 12 12 11 12 14 11 12 12 12 12 13 9 13 12 12 8 14 11 13 6 3 1 3
split_gain=15163.8 129736 414983 552724 1.49603e+06 3.0193e+06 2.84836e+06 1.0994e+06 1.45944e+06 1.04556e+06 894617 690770 1.52725e+06 1.07276e+06 690199 580515 368573 861971 805873 739822 936863 608934 722614 759440 721175 3.60875e+06 5.06737e+06 2.96718e+06 900760 689507
threshold=2.5000000000000004 0 1.0000000180025095e-35 1 2.5000000000000004 1.5000000000000002 2 6.5000000000000009 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 3 3.5000000000000004 5.5000000000000009 5.5000000000000009 14.500000000000002 1.5000000000000002 4 1.0000000180025095e-35 5 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6 3.5000000000000004 7 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 9 2 2 1 2 2 2 2 1 2 2 2 2 2 9 2 9 2 2 2 1 2 9 2 2 2 2
left_child=-1 2 -2 4 5 9 -7 8 -6 10 -4 12 13 -10 -13 -9 17 21 -19 20 -20 22 23 -3 -25 26 27 -26 29 -27
right_child=1 16 3 -5 7 6 -8 15 11 -11 -12 14 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=0.013710140234336319 0.10423252071504302 -1.0873363642357508 -16.284051826000216 -0.18861240845741026 -2.9871163689571882 -39.985787283205525 -2.9409397152491978 -5.6475793473211846 37.947694897651672 20.413980112075805 2.7800038993358616 -3.3273457509166793 -3.9042084773381553 8.4244786071777344 14.332138382761102 5.9021274537456279 8.7048418547962833e-05 0.14353716606202302 -16.741659534124683 1.5444307452440262 -3.5563500398434473 -1.4885525584920718 -5.8985815405845647 -0.25969005530221123 -3.1359525775909427 -2.3894628243687555 50.094597398912583 31.434454896714954 13.941361072016699 2.4731081843729896
leaf_weight=371296 107802 3259 40 2406 184 51 35 389 32 20 64 53 24 20 38 49 159287 20712 81 135 161 8517 216 1750 80 514 37 36 51 674
leaf_count=371296 107802 3259 40 2406 184 51 35 389 32 20 64 53 24 20 38 49 159287 20712 81 135 161 8517 216 1750 80 514 37 36 51 674
internal_value=0 -0.0163364 0.0698946 -1.01704 -2.98049 -10.5113 -24.9094 -1.01387 3.156 -0.525502 -4.55233 9.92447 16.962 26.5926 4.04694 -4.35549 -0.0653852 -0.353311 0.0601089 -4.52176 -7.65336 -0.928831 -0.209795 -0.0178288 1.0915 2.7902 16.7746 7.59279 0.920497 0.369269
internal_weight=0 306717 111207 3405 999 210 86 789 351 124 104 167 76 52 91 438 195510 36223 21089 377 242 15134 6617 6401 3142 1392 153 116 1239 1188
internal_count=678013 306717 111207 3405 999 210 86 789 351 124 104 167 76 52 91 438 195510 36223 21089 377 242 15134 6617 6401 3142 1392 153 116 1239 1188
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2922497 2625536 2 2 147504 1057088 2 16
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=31
num_cat=10
split_feature=12 13 12 3 13 14 1 13 12 14 11 11 6 12 13 8 13 7 10 12 11 13 9 13 0 12 0 0 13 11
split_gain=14476.1 269653 853448 4.05551e+06 5.55729e+06 1.67053e+07 964046 2.10718e+06 566589 2.50436e+06 3.33036e+06 3.51814e+06 1.95431e+07 1.71388e+07 1.43777e+07 3.34123e+06 3.16091e+06 2.17538e+07 3.06988e+06 2.98545e+06 2.16526e+06 2.15636e+06 1.62696e+06 1.49736e+06 1.51609e+06 1.31257e+06 1.00438e+07 3.48187e+06 1.98565e+07 2.49356e+07
threshold=10.500000000000002 0 11.500000000000002 1.0000000180025095e-35 1 2 1.0000000180025095e-35 3 13.500000000000002 4 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 12.500000000000002 5 1.0000000180025095e-35 6 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 3.5000000000000004 7 1.0000000180025095e-35 8 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 9 2.5000000000000004
decision_type=2 9 2 2 9 1 2 9 2 1 2 2 2 2 9 2 9 2 2 2 2 9 2 9 2 2 2 2 9 2
left_child=-1 2 3 6 -5 -6 -2 -8 9 10 15 12 16 -14 -15 -4 17 -12 -18 -20 21 -13 25 24 -11 27 -27 -23 29 -29
right_child=1 -3 8 4 5 -7 7 -9 -10 23 11 20 13 14 -16 -17 18 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.009084866854972673 -0.68718851788004198 0.1140982742101576 -0.9041346820442655 1.0142218307046693 -4.6087804081165684 -74.52002348997155 15.111290488704558 -0.82510605362226386 -0.19343937107297626 -2.1762190153003895 -2.1745558813874943 -1.5171151818166133 2.9158738440436287 43.30979380122951 -1.3268810491646286 -17.464668812827458 -5.0980652867474818 90.415532394935354 -1.988105833530426 33.560188965570362 -1.7557726352095955 6.6036013710446753 -2.7450056979905315 0.95253485490687761 0.41690612036983465 -2.2379627397889679 9.1167902102899472 -8.6332673187255864 -4.6387768988963218 88.525950241088879
leaf_weight=492231 15285 80498 3682 183 113 49 114 255 58017 6689 203 1569 370 295 103 126 1077 29 54 42 2046 2290 536 4158 3401 2300 1178 50 1014 56
leaf_count=492231 15285 80498 3682 183 113 49 114 255 58017 6689 203 1569 370 295 103 126 1077 29 54 42 2046 2290 536 4158 3401 2300 1178 50 1014 56
internal_value=0 -0.0236762 -0.129014 -0.801616 -11.5262 -24.2574 -0.565257 4.48549 -0.00850515 0.334636 1.15347 1.90445 5.58242 18.4094 32.8129 -1.45209 -1.42906 9.01081 -3.54053 13.5643 1.18045 1.84848 2.55836 -0.643505 -1.30087 2.97477 1.6079 4.36889 -0.200284 39.0154
internal_weight=0 185782 105284 15999 345 162 15654 369 89285 31268 17020 13212 2173 768 398 3808 1405 232 1173 96 11039 8993 7424 14248 10090 6888 3478 3410 1120 106
internal_count=678013 185782 105284 15999 345 162 15654 369 89285 31268 17020 13212 2173 768 398 3808 1405 232 1173 96 11039 8993 7424 14248 10090 6888 3478 3410 1120 106
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=3001232 272 2 526464 2 16 2048 35328 786704 524288
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=31
num_cat=7
split_feature=12 14 13 8 13 1 1 11 12 11 6 1 12 13 7 11 6 11 12 12 13 13 1 12 1 13 12 0 0 12
split_gain=16022 40848.6 400347 202259 176998 1.59289e+06 336973 758021 141174 287129 1.77711e+06 127886 105204 224488 490485 235457 463644 1.00188e+06 1.08613e+06 3.8334e+06 360877 286095 1.13546e+06 210073 302245 209089 415092 1.61278e+06 300564 176651
threshold=19.500000000000004 0 1 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 3 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 21.500000000000004 4 5 1.0000000180025095e-35 23.500000000000004 1.0000000180025095e-35 6 27.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004
decision_type=2 1 9 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 9 2 2 2 9 2 2 2 2
left_child=-1 4 8 12 5 -2 -6 -8 9 10 -3 -11 13 14 29 16 20 18 -18 -20 -15 22 -17 -22 -25 26 28 -28 -14 -4
right_child=1 2 3 -5 6 -7 7 -9 -10 11 -12 -13 25 15 -16 21 17 -19 19 -21 23 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0018616322088316668 0.46512365911733666 1.7042029965431134 -5.9618627924879064 9.3421802410057619 -0.077666239054375974 21.620423720334031 -0.78301045588084639 -17.776237923758369 -0.46480505944191297 -0.32417743772465668 -32.732535691694778 -5.994427771700753 2.517481534569352 2.5948826199537751 9.4241480622972755 2.1518621328804231 0.32773907931882945 0.31234979719586975 42.152061338682437 1.0938004768500895 -1.5912790109134163 1.0472783866162236 25.307639948527019 10.060529540400758 -3.9318333075596734 -1.1659159428000667 -3.450637497621424 31.796198726835708 -11.581650343395417 -0.42859600441796442
leaf_weight=666326 935 47 119 28 7183 37 105 35 267 151 22 54 54 375 35 72 67 292 37 59 754 138 30 38 26 539 34 21 21 112
leaf_count=666326 935 47 119 28 7183 37 105 35 267 151 22 54 54 375 35 72 67 292 37 59 754 138 30 38 26 539 34 21 21 112
internal_value=0 0.116247 0.408607 0.881777 -0.00330497 1.25748 -0.172134 -5.03132 -2.06311 -3.69587 -9.27563 -1.8178 0.800986 1.1412 -1.54935 1.52042 1.10231 3.8183 10.0989 16.9183 0.0664525 4.45484 8.16217 -1.11081 4.37613 -0.29441 3.1652 10.0072 -1.43028 -3.27907
internal_weight=0 11687 3392 2851 8295 972 7323 140 541 274 69 205 2823 2154 266 1888 1648 455 163 96 1193 240 102 818 64 669 130 55 75 231
internal_count=678013 11687 3392 2851 8295 972 7323 140 541 274 69 205 2823 2154 266 1888 1648 455 163 96 1193 240 102 818 64 669 130 55 75 231
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2 12428 12300 131072 608513 1048576 147456
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=31
num_cat=9
split_feature=11 1 13 12 14 13 11 12 11 12 12 12 12 13 12 14 11 11 12 12 14 12 12 11 12 14 14 12 12 13
split_gain=15296.1 113043 606582 366060 1.17898e+06 363492 1.13008e+06 324306 482907 447637 362080 303158 299650 470894 3.24157e+06 2.61398e+06 2.51829e+06 1.08242e+06 5.5237e+06 428828 420708 275527 1.2899e+06 264767 1.15786e+06 9.68366e+06 2.83971e+06 1.92442e+06 720741 703835
threshold=2.5000000000000004 1.0000000180025095e-35 0 2.5000000000000004 1 2 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 7.5000000000000009 6.5000000000000009 6.5000000000000009 5.5000000000000009 3 7.5000000000000009 4 1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 12.500000000000002 5 18.500000000000004 19.500000000000004 1.0000000180025095e-35 2.5000000000000004 6 7 3.5000000000000004 1.5000000000000002 8
decision_type=2 2 9 2 1 9 2 2 2 2 2 2 2 9 2 1 2 2 2 2 1 2 2 2 2 1 1 2 2 9
left_child=1 -1 3 4 -3 6 11 8 -5 10 -9 -4 23 14 15 -14 -17 -18 -19 -15 -16 -11 -23 24 25 -7 27 -26 -27 -25
right_child=-2 2 5 7 -6 12 -8 9 -10 21 -12 -13 13 19 20 16 17 18 -20 -21 -22 22 -24 29 26 28 -28 -29 -30 -31
leaf_value=0.022712372491331966 -0.016365390282440665 -25.016649516423545 -8.3963304029192241 -7.0876954433765817 -2.7958834034764872 44.822389661348787 19.283264617919926 -4.0908591435505794 4.5963096295203369 -0.5063547230318457 -15.838000800392846 5.1834189630323841 -7.6905040678770646 -1.1342192920384833 2.7744144203207641 -7.4517399820788164 38.82726217269898 -5.1508592889664024 43.078040599822998 1.0093824268858667 -1.6654454763384834 -29.149256629943849 -1.1011064897444878 -5.7498473872959055 -46.279361160941747 1.7986487016081811 0.3172851752706512 -7.5457241979138603 -8.3532239567149773 -0.72439057837500587
leaf_weight=361880 306717 30 35 47 117 52 40 65 143 389 44 31 46 2130 309 29 40 47 48 1661 690 20 91 309 23 192 361 29 110 2288
leaf_count=361880 306717 30 35 47 117 52 40 65 143 389 44 31 46 2130 309 29 40 47 48 1661 690 20 91 309 23 192 361 29 110 2288
internal_value=0 0.0138119 -0.328255 -2.7159 -7.33073 -0.0583079 5.50125 -1.90086 1.70606 -3.02617 -8.83282 -2.01796 -0.135251 0.355543 2.06482 13.3756 19.2844 25.0277 19.2174 -0.194502 -0.292155 -1.76032 -6.15483 -0.865134 0.767326 4.96398 -2.82981 -24.6779 -1.89905 -1.34727
internal_weight=0 371296 9416 946 147 8470 106 799 190 609 109 66 8364 5000 1209 210 164 135 95 3791 999 500 111 3364 767 354 413 52 302 2597
internal_count=678013 371296 9416 946 147 8470 106 799 190 609 109 66 8364 5000 1209 210 164 135 95 3791 999 500 111 3364 767 354 413 52 302 2597
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2203777 2 516 1589578 2 2 2 2 524320
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=31
num_cat=8
split_feature=14 12 12 13 4 11 9 13 11 13 7 12 11 13 11 11 12 12 11 13 12 12 11 12 12 12 12 13 10 13
split_gain=15064.3 387291 2.05256e+06 3.03305e+06 6.557e+06 8.05066e+06 2.63818e+06 4.14022e+06 1.86919e+06 1.61306e+06 1.39939e+06 4.54455e+06 1.51051e+07 2.01394e+07 5.88612e+07 1.92268e+06 1.68737e+06 1.29925e+06 2.66976e+06 3.1643e+06 7.5561e+06 7.91701e+06 2.84254e+06 2.41858e+07 1.07667e+07 2.49017e+06 7.18503e+06 1.93828e+06 1.26507e+06 1.25905e+06
threshold=0 4.5000000000000009 5.5000000000000009 1 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2 2.5000000000000004 3 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 4 3.5000000000000004 2.5000000000000004 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 5 12.500000000000002 9.5000000000000018 1.5000000000000002 13.500000000000002 13.500000000000002 12.500000000000002 11.500000000000002 6 1.0000000180025095e-35 7
decision_type=1 2 2 9 2 2 2 9 2 9 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 9
left_child=1 -1 3 4 29 -6 -5 8 -8 10 -4 12 -12 14 -14 16 -13 18 -18 20 21 -20 23 -22 -24 26 -21 -23 -11 -3
right_child=-2 2 9 6 5 -7 7 -9 -10 28 11 15 13 -15 -16 -17 17 -19 19 25 22 27 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.12053686593285858 0.015345866645245541 6.3437283203615777 -0.52837967606578007 -2.2267692944129003 65.235343674251013 2.9557413213393269 0.12222110840582079 -0.92526011890664062 20.328506191253666 0.29086606823791117 -10.72985379388556 -3.7993251517373312 137.45493198610703 0.65627846136325751 -7.7427457130561441 -1.2870490814101276 -5.6241195036814773 0.080449694133441871 32.409983653332816 -2.8195617389678955 118.5779582977295 3.4139028841383912 -4.5126974607768808 -30.318985900878911 48.893633056640624 -8.3099672903391451 33.353551114400226 -12.070604721673075 -1.0657325374902014 0.074555118613343394
leaf_weight=131621 332136 332 62854 12950 35 51 62 609 175 118855 192 357 53 154 59 3234 182 655 83 205 24 225 76 20 75 176 75 114 7296 5078
leaf_count=131621 332136 332 62854 12950 35 51 62 609 175 118855 192 357 53 154 59 3234 182 655 83 205 24 225 76 20 75 176 75 114 7296 5078
internal_value=0 -0.0144719 -0.09741 -1.08135 0.904989 28.3021 -1.87196 3.53703 14.4335 -4.72731e-05 -0.38947 1.07506 10.6458 26.0749 55.9696 0.278217 2.51115 3.69065 5.57486 7.47441 12.056 4.72877 28.531 50.8975 22.0136 0.989167 6.86966 -2.04864 0.21239 0.471144
internal_weight=0 345877 214256 19292 5496 86 13796 846 237 194964 68813 5959 458 266 112 5501 2267 1910 1255 1073 617 422 195 44 151 456 280 339 126151 5410
internal_count=678013 345877 214256 19292 5496 86 13796 846 237 194964 68813 5959 458 266 112 5501 2267 1910 1255 1073 617 422 195 44 151 456 280 339 126151 5410
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2 3965634 131073 953314 131072 165888 163840 64
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=31
num_cat=9
split_feature=12 14 13 12 6 12 13 11 11 11 13 7 12 11 3 12 11 13 0 11 13 11 13 0 12 1 13 0 10 13
split_gain=17048.6 187484 1.11934e+06 1.37219e+06 2.30772e+06 9.67183e+06 1.10091e+07 1.17655e+07 3.1787e+07 1.90795e+06 6.18636e+06 5.2718e+06 1.38638e+07 1.90381e+07 5.91626e+06 1.77242e+07 7.99156e+06 2.17755e+06 1.98016e+06 1.56518e+06 1.55287e+06 1.3165e+06 2.84329e+06 1.30991e+07 1.9307e+07 1.27256e+06 1.07642e+06 1.65599e+06 1.11106e+06 1.47408e+06
threshold=3.5000000000000004 0 1 5.5000000000000009 1.0000000180025095e-35 4.5000000000000009 2 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 4 1.0000000180025095e-35 1.0000000180025095e-35 5 3.5000000000000004 6 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 7 1.0000000180025095e-35 1.0000000180025095e-35 8
decision_type=2 1 9 2 2 2 9 2 2 2 9 2 2 2 2 2 2 9 2 2 9 2 9 2 2 2 9 2 2 9
left_child=-1 -2 -3 4 9 20 7 -7 -9 26 11 14 13 -13 18 -16 -17 21 -11 -8 -6 22 23 -12 -25 -23 27 -4 -28 -30
right_child=1 2 3 -5 5 6 19 8 -10 10 17 12 -14 -15 15 16 -18 -19 -20 -21 -22 25 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.021414897435296065 -0.048903110963178009 0.46783698538160473 -0.41083109920768773 -0.21294140485389962 1.2415787782495673 0.18295412802608252 7.572459969731975 40.592255051071582 6.9337251872671359 -2.2763648148738977 1.3883943533822662 66.333945719401044 -1.6074599468708037 -13.732194004502407 -7.7052896518151748 73.457593949114695 8.1129058837890629 -2.1524448528503064 5.3400882229946625 -1.7770322726492198 -2.9055128340717538 -0.54005224150201825 0.87606983279707418 -5.7642771221342546 86.204701110839849 12.801437996529245 -1.4567418012740661 5.0044126288479118 7.9190746020945273 -3.2889354753257032
leaf_weight=238408 235855 54924 2314 118818 1365 813 203 370 1161 660 319 96 160 43 103 61 27 3153 707 1518 2642 2111 995 42 50 74 9800 747 283 191
leaf_count=238408 235855 54924 2314 118818 1365 813 203 370 1161 660 319 96 160 43 103 61 27 3153 707 1518 2642 2111 995 42 50 74 9800 747 283 191
internal_value=0 0.0117953 0.082058 -0.0603405 0.543869 1.98951 5.42623 9.86318 15.0681 0.0119015 1.17315 6.2666 18.4628 41.5653 3.96621 20.4519 53.4087 -0.238295 1.6628 -0.670321 -1.49694 1.44369 3.83463 10.715 44.2189 -0.0882123 -0.7371 0.907728 -1.22684 3.50045
internal_weight=0 439605 203750 148826 30008 8072 4065 2344 1531 21936 8601 1857 299 139 1558 191 88 6744 1367 1721 4007 3591 1406 411 92 2185 13335 3061 10274 474
internal_count=678013 439605 203750 148826 30008 8072 4065 2344 1531 21936 8601 1857 299 139 1558 191 88 6744 1367 1721 4007 3591 1406 411 92 2185 13335 3061 10274 474
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2 926568 1048592 16400 2179 22656 1 3213312 16
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=31
num_cat=7
split_feature=13 12 12 4 11 9 11 11 6 13 7 11 11 11 14 3 6 11 0 13 11 11 11 6 3 14 13 11 11 13
split_gain=16283.5 141688 368656 720997 2.20276e+06 705792 1.07533e+06 505432 496500 431203 770912 3.59215e+06 648310 2.20543e+06 1.24697e+06 1.8769e+06 507599 334352 216106 1.38956e+06 1.8528e+06 1.80169e+06 323337 1.70049e+06 906207 710499 2.8159e+06 2.4749e+06 4.57413e+06 688196
threshold=0 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3 2.5000000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4 5 1.5000000000000002 2.5000000000000004 6
decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 1 9 2 2 9
left_child=1 2 7 5 -5 18 -7 9 -9 10 12 -12 13 -1 15 -15 -16 -6 22 20 21 -20 24 29 -4 26 27 -26 -29 -24
right_child=-2 -3 3 4 17 6 -8 8 -10 -11 11 -13 -14 14 16 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-1.3546465935451646 -0.0062241585511239039 -0.024294707505108374 -1.8856819312627175 35.499986521402995 9.5382858276367184 1.480221352117316 14.993178522019159 -1.2301316504106856 -7.5334132611310043 -0.36774147381768679 -3.29480891966484 35.849355010986329 -0.38150306814016394 -2.6630632287577582 1.4064935850617071 23.240348546909839 14.492971626487938 -3.6729228469560731 -1.6154795679552802 0.23372341432228652 -2.4747445473304164 28.089550482708475 4.0454636429602022 8.4266463054193039 -1.5021335773780697 -0.33331210105649889 -0.35816363497608517 18.195315913212152 -0.41368039392035105 -0.75568021182230261
leaf_weight=448 580989 76637 1918 24 30 197 84 1681 135 4808 71 35 1409 38 149 106 37 53 29 936 65 69 367 296 244 3410 1775 324 223 1426
leaf_count=448 580989 76637 1918 24 30 197 84 1681 135 4808 71 35 1409 38 149 106 37 53 29 936 65 69 367 296 244 3410 1775 324 223 1426
internal_value=0 0.0380296 0.272332 0.647272 8.8176 0.570336 5.51968 -0.209956 -1.69871 0.170777 1.2959 9.63015 0.897882 3.21492 9.41845 16.4047 4.00972 1.10221 0.444839 1.77577 10.0027 19.2993 0.29832 1.40463 0.00555571 0.612549 1.86952 6.78715 10.6088 0.245389
internal_weight=0 97024 20387 11470 107 11363 281 8917 1816 7101 2293 106 2187 778 330 144 186 83 11082 1099 163 98 9983 2089 7894 5976 2566 791 547 1793
internal_count=678013 97024 20387 11470 107 11363 281 8917 1816 7101 2293 106 2187 778 330 144 186 83 11082 1099 163 98 9983 2089 7894 5976 2566 791 547 1793
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2410496 264192 2 32768 2 16384 2048
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=31
num_cat=11
split_feature=12 13 11 13 3 0 12 14 12 13 14 12 6 12 1 14 12 8 12 14 12 14 6 12 14 14 1 12 3 13
split_gain=16204.1 159396 310536 516978 722923 1.19496e+06 3.87603e+06 3.4775e+06 1.10075e+06 993438 2.9215e+07 4.38888e+07 1.99699e+06 1.32958e+06 919204 3.66856e+06 720701 678706 556233 2.267e+06 2.52019e+06 944834 476103 849699 858051 753079 4.14202e+06 465000 413440 590549
threshold=3.5000000000000004 0 1.0000000180025095e-35 1 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2 2.5000000000000004 3 4 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 5 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 6 1.0000000180025095e-35 7 1.0000000180025095e-35 1.5000000000000002 8 9 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 10
decision_type=2 9 2 9 2 2 2 1 2 9 1 2 2 2 2 1 2 2 2 1 2 1 2 2 1 1 2 2 2 9
left_child=1 -1 3 4 5 8 27 -8 9 10 11 -3 13 -12 -10 -16 -6 22 19 -19 -21 -20 25 -24 -25 26 -11 -7 29 -5
right_child=-2 2 -4 28 16 6 7 -9 14 17 12 -13 -14 -15 15 -17 -18 18 21 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.11538051607428879 0.011487024647520175 -27.117916302680971 -0.11910320084330928 0.071532090472532048 2.7279230338845664 -1.6023239962389504 -0.84541018886202368 11.307144706180289 -1.9537538544303119 -2.0249571697102038 -16.549994913736978 177.56207930824974 -4.1732969714749251 -46.78706447894757 -47.876617986505686 -2.0043797538394021 -1.4175243676654876 -5.8829424766645042 9.1142868183277272 -1.6598252254983654 28.387225814604427 -8.6618048027380183 -0.81856164564993805 -1.5478479583542069 4.7603005198344732 -0.33374342672142066 -35.29019566977896 1.275140843043987 0.17670073160146438 -2.8894603998883763
leaf_weight=63106 439605 20 154264 1399 2498 1380 367 657 1879 430 33 22 62 26 22 84 504 73 54 46 71 67 1597 308 719 1491 41 947 4945 1296
leaf_count=63106 439605 20 154264 1399 2498 1380 367 657 1879 430 33 22 62 26 22 84 504 73 54 46 71 67 1597 308 719 1491 41 947 4945 1296
internal_value=0 -0.0208902 -0.0699482 0.290455 0.664502 0.27027 1.82479 6.95169 -0.469149 0.313755 7.76098 80.0954 -16.7054 -29.8748 -2.46486 -11.525 2.03195 0.0499188 4.57079 7.94572 16.5739 -0.728673 -0.256556 0.624495 2.86847 -1.43488 -4.92066 -0.431306 -0.36589 -1.36284
internal_weight=0 238408 175302 21038 13398 10396 3351 1024 7045 5060 163 42 121 59 1985 106 3002 4897 311 190 117 121 4586 2624 1027 1962 471 2327 7640 2695
internal_count=678013 238408 175302 21038 13398 10396 3351 1024 7045 5060 163 42 121 59 1985 106 3002 4897 311 190 117 121 4586 2624 1027 1962 471 2327 7640 2695
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2421640 1114160 2 32 2 2 2 2 2 2 131140
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=31
num_cat=4
split_feature=13 14 5 11 12 11 12 11 3 12 11 12 13 0 11 8 11 12 12 6 11 0 11 12 4 13 3 12 12 0
split_gain=13556.1 220027 1.88144e+06 1.42899e+07 1.55936e+07 1.67943e+06 798780 2.79474e+06 7.87705e+06 5.692e+07 1.70457e+08 6.02837e+06 3.0455e+07 1.37917e+08 1.84851e+08 1.12202e+07 5.21038e+06 4.82757e+06 2.66269e+06 2.36296e+06 1.96593e+06 2.60701e+06 3.64723e+06 1.86374e+06 1.58374e+06 816795 5.64793e+06 6.32409e+06 1.54042e+06 1.19353e+06
threshold=0 1 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 2.5000000000000004 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 10.500000000000002 2.5000000000000004 7.5000000000000009 2 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 14.500000000000002 9.5000000000000018 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 8.5000000000000018 1.0000000180025095e-35 3 1.0000000180025095e-35 9.5000000000000018 7.5000000000000009 1.0000000180025095e-35
decision_type=9 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=1 -1 6 4 -4 -5 -3 25 11 18 -11 12 13 16 -15 20 -9 -12 23 -18 21 24 -23 -10 -14 26 28 -28 29 -8
right_child=-2 2 3 5 -6 -7 7 8 9 10 17 -13 15 14 -16 -17 19 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.22240217245349908 0.0048481044437089019 -0.31392003999091828 117.88636008175936 -3.8604202122457565 -1.1767796771092849 -36.58055964878627 -4.1252837738623986 10.428870123785897 -7.4073589472123134 274.14362391810266 -61.497511634826665 0.21502126864401389 -0.13838768159029638 300.20052059858273 -67.796360896882561 54.308622218540734 -43.572123317718507 1.5189100203975556 -30.482541124820713 -7.7150764465332031 17.057511999440749 -5.4404197759795609 -36.604861313956128 15.210922849939227 -26.459784364700319 -0.32423685700206883 -5.0334434509277344 -56.164068650036327 -0.0074419055993740386 -20.807603764533997
leaf_weight=34135 609005 20309 22 62 22 21 130 74 162 31 20 7152 481 39 21 35 40 31 40 34 43 114 56 47 24 4529 59 41 1170 64
leaf_count=34135 609005 20309 22 62 22 21 130 74 162 31 20 7152 481 39 21 35 40 31 40 34 43 114 56 47 24 4529 59 41 1170 64
internal_value=0 -0.0419144 0.134742 12.284 58.3548 -12.139 0.0903349 0.659014 1.83115 16.9523 89.2145 1.21423 8.6506 41.5167 171.402 -0.966454 -8.3342 -23.1934 -6.8449 -27.0973 -3.67438 -4.99508 -15.7064 -2.32095 -1.38931 -0.992507 -3.03689 -25.997 -1.37587 -9.62873
internal_weight=0 69008 34873 127 44 83 34746 14437 8444 331 82 8113 961 208 60 753 148 51 249 74 718 675 170 209 505 5993 1464 100 1364 194
internal_count=678013 69008 34873 127 44 83 34746 14437 8444 331 82 8113 961 208 60 753 148 51 249 74 718 675 170 209 505 5993 1464 100 1364 194
cat_boundaries=0 1 2 3 4
cat_threshold=74086 2 68 36
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=31
num_cat=3
split_feature=13 6 14 11 12 12 11 12 12 11 11 12 11 12 14 5 10 11 12 12 12 12 11 12 12 12 1 8 11 8
split_gain=18122.9 368048 781836 2.53163e+06 2.49749e+07 3.03476e+06 7.4902e+06 9.49984e+06 3.96444e+06 7.97086e+06 3.17407e+06 1.08285e+06 820383 1.06484e+06 472135 1.24877e+06 559709 1.34695e+06 4.77732e+06 466709 743208 2.24309e+06 6.2573e+06 756976 332960 565667 1.00442e+06 534742 517213 389551
threshold=0 1.0000000180025095e-35 1 3.5000000000000004 10.500000000000002 5.5000000000000009 1.5000000000000002 4.5000000000000009 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 8.5000000000000018 3.5000000000000004 10.500000000000002 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 5.5000000000000009 9.5000000000000018 8.5000000000000018 1.5000000000000002 6.5000000000000009 15.500000000000002 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35
decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 5 11 6 7 10 9 -7 -3 -5 19 -14 16 -16 24 18 -18 -4 21 23 -23 -21 25 26 27 -1 -29 -27
right_child=-2 2 12 4 -6 8 -8 -9 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 20 -22 22 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.16989488943046499 0.0025436102378118431 -2.1181644194149252 -2.0998226238119191 -3.8886794163630563 86.149940006153017 -62.166143901117394 -2.0950397226799047 73.082285374232697 0.014312970557818933 8.4501274224483609 38.400501974697775 -29.080735560825897 -3.0742023869564661 -21.991135517326562 0.34316097148324576 -20.109493942260741 40.089643376607164 -1.6647155773990296 -3.8136918011833645 6.3529943701149767 -1.0620784975031519 -0.91057071438083403 46.711073573800022 -2.9489370592468456 1.2811430658178127 -3.0452678767849832 -20.924674506982171 -2.8342384953247874 -22.389296691758293 2.8179097568988802
leaf_weight=2675 662954 58 580 91 37 31 209 35 889 33 29 21 152 37 6074 30 39 204 68 138 562 77 43 239 470 2035 24 38 21 120
leaf_count=2675 662954 58 580 91 37 31 209 35 889 33 29 21 152 37 6074 30 39 204 68 138 562 77 43 239 470 2035 24 38 21 120
internal_value=0 -0.108362 0.831902 2.58073 14.9193 1.14891 9.39812 29.0872 -1.71624 -25.7546 11.3881 -8.61219 -0.539035 -6.77752 -0.368345 0.24264 -1.02332 3.10149 12.1885 0.18035 1.42917 4.24624 16.1539 0.456014 -1.26163 -1.50489 -0.556395 -0.377595 -9.79451 -2.71878
internal_weight=0 15059 3261 1433 149 1284 331 122 953 64 87 112 1828 189 11798 6104 5694 311 107 1639 1059 497 120 377 5383 4913 2758 2734 59 2155
internal_count=678013 15059 3261 1433 149 1284 331 122 953 64 87 112 1828 189 11798 6104 5694 311 107 1639 1059 497 120 377 5383 4913 2758 2734 59 2155
cat_boundaries=0 1 2 3
cat_threshold=65600 2 2
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=31
num_cat=7
split_feature=13 3 12 12 12 14 12 12 11 14 12 11 12 12 13 12 12 11 12 12 14 11 13 14 12 12 11 11 12 12
split_gain=14816.6 197493 391812 9.04794e+06 516116 545389 550546 278077 218881 568415 1.1663e+06 5.34792e+06 5.80408e+06 895516 597188 2.00075e+06 3.67114e+06 4.85998e+06 466125 521039 835549 490506 219407 373984 580615 649874 1.47916e+06 192278 177331 401631
threshold=0 1.0000000180025095e-35 11.500000000000002 10.500000000000002 16.500000000000004 1 14.500000000000002 1.0000000180025095e-35 1.5000000000000002 2 4.5000000000000009 1.0000000180025095e-35 5.5000000000000009 7.5000000000000009 3 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 4 2.5000000000000004 5 6 2.5000000000000004 3.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004
decision_type=9 2 2 2 2 1 2 2 2 1 2 2 2 2 9 2 2 2 2 2 1 2 9 1 2 2 2 2 2 2
left_child=1 -1 3 7 5 -4 -7 -3 9 -9 14 -12 -13 -14 15 -11 17 -17 22 20 -20 -22 -10 24 -24 26 -26 -25 -29 -30
right_child=-2 2 4 -5 -6 6 -8 8 18 10 11 12 13 -15 -16 16 -18 -19 19 -21 21 -23 23 27 25 -27 -28 28 29 -31
leaf_value=0.068890737650479622 0.0034734499853093063 0.7285843177920297 1.2710542017618816 -60.666859176635739 -6.4473466787073352 1.676502683888311 21.183760814177688 -1.5703292522321508 0.38125142597016837 -6.3051421918367083 -3.0190125511291832 69.710849330736252 23.676195732322899 2.091239013671875 -1.2610853672504903 42.339239341334292 -3.5586664373224433 -8.5364410400390636 -3.4720207227787507 -1.6274460254055214 -6.8010110855102539 -24.058098258972169 -1.8625753442749724 -4.7920985149736159 18.774345179966517 -2.1652653571402674 -1.3106779222364551 -4.2276218544946955 4.6529826725754786 -3.9141384431294037
leaf_weight=26119 643908 1680 75 25 36 23 39 1401 1061 114 187 23 37 40 989 57 88 28 142 379 28 40 524 357 70 101 77 146 107 112
leaf_count=26119 643908 1680 75 25 36 23 39 1401 1061 114 187 23 37 40 989 57 88 28 142 379 28 40 524 357 70 101 77 146 107 112
internal_value=0 -0.0641522 -0.499363 -0.603592 4.20781 7.0077 13.9472 -0.410785 -0.724167 -0.107633 1.20346 6.96329 25.6302 12.4632 -0.0920508 3.84636 10.7581 25.5802 -1.3054 -3.84139 -7.83704 -16.9522 -0.720785 -1.49596 0.0240941 4.01044 8.25362 -3.142 -1.52807 0.271624
internal_weight=0 34105 7986 7813 173 137 62 7788 6108 2964 1563 287 100 77 1276 287 173 85 3144 589 210 68 2555 1494 772 248 147 722 365 219
internal_count=678013 34105 7986 7813 173 137 62 7788 6108 2964 1563 287 100 77 1276 287 173 85 3144 589 210 68 2555 1494 772 248 147 722 365 219
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=73792 2 2 65536 2 64 2
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=31
num_cat=11
split_feature=12 13 12 13 11 0 14 6 11 11 3 14 0 6 9 11 11 13 0 11 14 4 14 11 11 13 13 14 14 6
split_gain=12966.4 237534 806810 2.30264e+06 7.88447e+06 9.4426e+06 9.76773e+06 4.7751e+07 9.38176e+07 1.90427e+07 2.56391e+06 6.86352e+06 1.87516e+06 2.01581e+06 2.06064e+06 2.7266e+06 1.16181e+06 6.00707e+06 8.21868e+06 1.33627e+07 2.42594e+07 1.79665e+06 1.79031e+07 1.59318e+06 1.30489e+06 1.43213e+06 3.95427e+06 1.19544e+07 5.73046e+06 4.33091e+06
threshold=10.500000000000002 0 11.500000000000002 1 1.5000000000000002 1.0000000180025095e-35 2 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 4 1.0000000180025095e-35 1.5000000000000002 5 1.0000000180025095e-35 6 1.0000000180025095e-35 1.5000000000000002 7 8 9 10 1.0000000180025095e-35
decision_type=2 9 2 9 2 2 1 2 2 2 2 1 2 2 2 2 2 9 2 2 1 2 1 2 2 9 9 1 1 2
left_child=-1 -2 3 4 12 6 9 8 -8 -6 16 -12 13 14 15 -3 17 18 23 -20 -21 24 -23 -5 25 -19 28 29 -27 -28
right_child=1 2 -4 10 5 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 21 19 20 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.008558397885178053 -0.098389735068934434 -15.46985782980919 -0.021060124040586221 26.545339848445014 -10.179655182449906 -5.4036268911418128 219.34795560019359 -9.6757458816875115 -1.1585091435632042 73.554186843423281 -0.56380386976438146 -38.588706457419477 4.8014683466691244 -2.6926981679394717 4.8169740156693894 -54.735980125835965 -0.26118478347875013 -0.34205674491924226 -17.249716610378691 122.33767595563616 -2.5434925896780833 53.303547058105472 -41.595288594563804 -0.48748445281275998 -0.96151848506623916 -9.9971707836720967 78.048634518517389 -0.15955104500639672 9.5883238501221175 22.496514925749409
leaf_weight=492231 128028 48 48145 26 135 169 35 88 43 34 214 61 104 117 22 28 4616 724 27 35 28 50 33 135 2042 241 36 102 393 23
leaf_count=492231 128028 48 48145 26 135 169 35 88 43 34 214 61 104 117 22 28 4616 724 27 35 28 50 33 135 2042 241 36 102 393 23
internal_value=0 -0.0224473 0.145892 0.982543 6.00767 13.8676 23.5895 40.8187 97.7867 6.66621 0.504418 -8.99842 -6.22219 -11.5546 -22.1346 -29.9363 0.812059 2.08397 16.7403 41.6095 66.8349 1.02568 15.5727 3.87806 0.689497 2.90897 5.80098 19.362 2.11008 56.3927
internal_weight=0 185782 57754 9609 823 504 335 166 78 169 8786 275 319 215 98 76 8511 3895 251 90 63 3644 83 161 3561 1519 795 161 634 59
internal_count=678013 185782 57754 9609 823 504 335 166 78 169 8786 275 319 215 98 76 8511 3895 251 90 63 3644 83 161 3561 1519 795 161 634 59
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=3034008 96 2 2 1 2 2 1056774 69632 2 2
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=31
num_cat=3
split_feature=13 6 14 11 12 12 11 12 12 11 11 12 11 12 12 12 12 11 12 14 5 10 11 12 12 11 12 12 12 1
split_gain=17401.8 304189 634733 1.97517e+06 1.98555e+07 2.43612e+06 6.06706e+06 7.69487e+06 3.22455e+06 6.4564e+06 2.571e+06 877112 656200 841204 378832 600409 1.8169e+06 5.06841e+06 613150 322429 1.09557e+06 457110 1.08406e+06 3.85915e+06 296597 634557 261938 261917 437810 816068
threshold=0 1.0000000180025095e-35 1 3.5000000000000004 10.500000000000002 5.5000000000000009 1.5000000000000002 4.5000000000000009 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 8.5000000000000018 3.5000000000000004 10.500000000000002 5.5000000000000009 9.5000000000000018 8.5000000000000018 1.5000000000000002 6.5000000000000009 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 1.5000000000000002 2.5000000000000004 15.500000000000002 4.5000000000000009 1.0000000180025095e-35
decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 5 11 6 7 10 9 -7 -3 -5 14 -14 24 16 18 -18 -16 21 -21 27 23 -23 26 -26 -4 28 29 -1
right_child=-2 2 12 4 -6 8 -8 -9 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.31933449696866634 0.0024709555598013398 -1.914093047174914 -1.8497183171025029 -3.5075564625499016 76.734753273628854 -55.957272388089088 -1.8932805647119952 65.766311165945865 0.053314178719429388 7.5973700089888148 34.552707672119141 -26.180406624930249 -2.7745269599713778 -19.588054509098466 5.7099497021108441 -0.95730624300729339 -0.82725861784699684 42.032219944443817 -2.6617882275618769 0.25649833234629921 -18.900594851175946 36.07293134102455 -1.4320488499952297 -3.3865263086908004 -9.5086305819875836 1.7666754177638464 4.0775269665764382 1.1560526025041622 -2.382872878397424 -18.839952119191491
leaf_weight=2734 662954 58 270 91 37 31 209 35 889 33 29 21 152 37 138 562 77 43 239 6074 30 39 204 68 123 84 103 470 2155 24
leaf_count=2734 662954 58 270 91 37 31 209 35 889 33 29 21 152 37 138 562 77 43 239 6074 30 39 204 68 123 84 103 470 2155 24
internal_value=0 -0.106205 0.748599 2.32434 13.2229 1.05963 8.45056 26.1708 -1.50741 -23.1869 10.2415 -7.75872 -0.486652 -6.06606 0.156734 1.28186 3.81387 14.5307 0.402668 -0.342566 0.162345 -0.883833 2.8438 10.9959 -1.89759 -4.93314 -0.212972 -1.09919 -1.31494 -0.4805
internal_weight=0 15059 3261 1433 149 1284 331 122 953 64 87 112 1828 189 1639 1059 497 120 377 11798 6104 5694 311 107 580 207 373 5383 4913 2758
internal_count=678013 15059 3261 1433 149 1284 331 122 953 64 87 112 1828 189 1639 1059 497 120 377 11798 6104 5694 311 107 580 207 373 5383 4913 2758
cat_boundaries=0 1 2 3
cat_threshold=65600 2 2
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=31
num_cat=3
split_feature=13 6 14 11 12 12 11 12 12 11 11 12 11 12 12 12 12 11 12 12 12 12 14 5 10 11 12 11 0 11
split_gain=14095.4 246393 514134 1.59989e+06 1.60829e+07 1.97326e+06 4.91432e+06 6.23285e+06 2.61189e+06 5.22968e+06 2.08251e+06 710460 532067 478679 592475 378275 1.32719e+06 372173 606865 6.99664e+06 277489 402650 261168 887413 370259 878086 3.12591e+06 246005 4.56629e+06 1.10861e+07
threshold=0 1.0000000180025095e-35 1 3.5000000000000004 10.500000000000002 5.5000000000000009 1.5000000000000002 4.5000000000000009 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 6.5000000000000009 4.5000000000000009 12.500000000000002 10.500000000000002 1.5000000000000002 8.5000000000000018 9.5000000000000018 12.500000000000002 13.500000000000002 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004
decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 22 3 5 11 6 7 10 9 -7 -3 -5 17 14 -14 16 -15 20 -19 -20 -4 -22 24 27 -1 26 -26 -24 -29 -30
right_child=-2 2 12 4 -6 8 -8 -9 -10 -11 -12 -13 13 15 -16 -17 -18 18 19 -21 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.98927535461561189 0.002223812850326857 -1.7226837454171016 -1.6594210530154621 -3.1568007542536809 69.0612804103542 -50.361544849026586 -1.7039524754839084 59.189682006835938 0.047982689171727787 6.8376324509129383 31.097436996986126 -23.562366703578405 -3.317725060504416 -5.5606451331795039 13.39737066122202 -0.89970469682112997 -32.935877957551376 -0.20495449652274453 45.427830465216388 -2.1135457027458147 10.391626186760107 -0.1029111643632253 -0.060594527824920766 -17.010534969965615 32.465639945788261 -1.2888439578752893 -3.0478737340253943 -1.0738112662689649 58.021094618452359 -0.49994829342915459
leaf_weight=5383 662954 58 807 91 37 31 209 35 889 33 29 21 115 77 26 46 23 336 38 167 49 144 5021 30 39 204 68 902 47 104
leaf_count=5383 662954 58 807 91 37 31 209 35 889 33 29 21 115 77 26 46 23 336 38 167 49 144 5021 30 39 204 68 902 47 104
internal_value=0 -0.0955849 0.673739 2.09191 11.9006 0.953671 7.60551 23.5537 -1.35667 -20.8682 9.21736 -6.98284 -0.437987 -4.39125 -0.235509 -8.40467 -11.8569 0.298279 2.41115 6.699 -0.844782 2.56151 -0.308309 0.14611 -0.795449 2.55942 9.8963 0.230849 1.62053 17.7152
internal_weight=0 15059 3261 1433 149 1284 331 122 953 64 87 112 1828 287 141 146 100 1541 541 205 1000 193 11798 6104 5694 311 107 6074 1053 151
internal_count=678013 15059 3261 1433 149 1284 331 122 953 64 87 112 1828 287 141 146 100 1541 541 205 1000 193 11798 6104 5694 311 107 6074 1053 151
cat_boundaries=0 1 2 3
cat_threshold=65600 2 2
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=31
num_cat=7
split_feature=12 12 13 1 11 11 13 0 11 6 11 13 3 2 12 11 14 14 3 6 12 13 11 6 7 12 12 14 11 0
split_gain=12312 43889.9 286308 597746 1.29456e+06 149336 215428 156152 205586 399770 136229 126708 140607 126562 536407 125338 619327 196124 122408 85195.3 83653.4 118528 270829 254269 122960 624584 190554 780230 377584 673157
threshold=19.500000000000004 20.500000000000004 0 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2 1.0000000180025095e-35 1.0000000180025095e-35 22.500000000000004 1.0000000180025095e-35 3 4 1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 5 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 21.500000000000004 6 3.5000000000000004 1.0000000180025095e-35
decision_type=2 2 9 2 2 2 9 2 2 2 2 9 2 2 2 2 1 1 2 2 2 9 2 2 2 2 2 1 2 2
left_child=-1 2 3 5 10 7 19 8 -2 -10 -5 13 20 18 -15 17 -17 -9 -3 -7 21 22 23 -13 26 -26 27 28 -24 -30
right_child=1 11 -4 4 -6 6 -8 15 9 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0017395600932832459 -0.8717914517464177 -0.32217156817345516 -0.63672894286988968 -4.6165870081993843 23.911989974975587 -2.7371064262390137 0.50068370392333428 5.8069520053775632 -3.013040616664481 8.9805965507731713 4.758370147212859 -0.21730892747437874 7.0028619938727594 -1.8135305335631178 17.288897550673713 -3.7390457042427947 13.621685112847224 -0.38257120260551797 -6.0180445457759655 -9.1196639899549812 -0.1404981899510199 0.011003230181228105 4.9583098132163288 -11.524341867281045 -4.4292763113975528 17.555009740803921 0.69559846322364571 -4.091512184019213 6.0227164933175752 28.925512077694851
leaf_weight=666326 310 5312 1475 31 36 75 866 217 47 68 31 147 33 49 21 86 27 67 38 29 1336 733 128 23 24 28 319 77 33 21
leaf_count=666326 310 5312 1475 31 36 75 866 217 47 68 31 147 33 49 21 86 27 67 38 29 1336 733 128 23 24 28 319 77 33 21
internal_value=0 0.101796 0.406552 1.21768 8.82885 0.808238 -0.0321178 1.7999 0.467794 4.07885 0.0708916 -0.0214325 0.510816 -0.306788 3.9172 3.22595 0.409094 4.34675 -0.362628 -4.12064 0.437923 0.942014 1.77276 -1.74708 2.75069 7.40842 2.33166 4.34673 7.91675 14.9294
internal_weight=0 11687 3365 1890 98 1792 970 822 425 115 62 8322 2902 5420 70 397 113 284 5350 104 2869 1533 800 170 630 52 578 259 182 54
internal_count=678013 11687 3365 1890 98 1792 970 822 425 115 62 8322 2902 5420 70 397 113 284 5350 104 2869 1533 800 170 630 52 578 259 182 54
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1155096 8200 1110032 2 2 655656 2
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=31
num_cat=9
split_feature=12 13 3 14 11 12 5 12 3 12 14 13 11 11 11 13 11 13 12 11 11 14 11 11 14 12 11 13 12 12
split_gain=12189.7 182304 5.31185e+06 3.83964e+07 1.00199e+08 1.13058e+07 1.16072e+06 1.3263e+06 489121 4.13041e+06 1.12442e+07 1.15173e+07 7.37967e+06 9.97338e+06 1.7071e+06 2.08035e+06 1.1126e+06 1.09803e+06 1.23711e+06 802834 775863 816918 689639 654522 969676 3.05291e+06 673630 638387 479033 453450
threshold=10.500000000000002 0 1.0000000180025095e-35 1 1.5000000000000002 13.500000000000002 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 11.500000000000002 2 3 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 4 2.5000000000000004 5 13.500000000000002 1.5000000000000002 3.5000000000000004 6 1.5000000000000002 2.5000000000000004 7 12.500000000000002 3.5000000000000004 8 12.500000000000002 13.500000000000002
decision_type=2 9 2 1 2 2 2 2 2 2 1 9 2 2 2 9 2 9 2 2 2 1 2 2 1 2 2 9 2 2
left_child=-1 2 6 5 -5 -4 -2 -8 -3 10 14 -12 -13 -14 -10 -16 19 18 20 -17 21 22 -11 -19 27 -26 -27 -25 -29 -28
right_child=1 8 3 4 -6 -7 7 -9 9 17 11 12 13 -15 15 16 -18 23 -20 -21 -22 -23 -24 24 25 26 29 28 -30 -31
leaf_value=0.008277886104352478 0.13054138901277204 -0.0081953320312413338 -79.433928093543429 -56.660765515840971 215.96229996000017 2.7482080074066815 -35.249230618178842 -0.038347899395486586 18.631274007714314 0.46051624843052458 -2.8098955040977849 -6.4433800061543778 -105.33497122740135 -32.858877635646515 3.8203369597026282 -5.6206495285034181 -4.6942794681689062 -1.8038758321303607 0.92933646983133178 -30.3732141494751 -5.5095610583270043 2.4568945173783736 20.281009371035566 -2.6475486140704119 25.071922603020301 -3.1832996139439143 -5.0325633141302291 -5.1208791399002074 3.249981632613121 8.3880760671487504
leaf_weight=492231 3026 177848 26 26 28 47 20 23 46 21 114 24 39 37 270 20 109 1844 424 38 27 55 107 619 65 164 31 80 470 134
leaf_count=492231 3026 177848 26 26 28 47 20 23 46 21 114 24 39 37 270 20 109 1844 424 38 27 55 107 619 65 164 31 80 470 134
internal_value=0 -0.021785 0.725764 20.7689 84.6993 -26.5221 -0.101287 -16.4155 -0.0349079 -1.03768 -8.14699 -27.2286 -49.8044 -70.0506 0.307373 -1.62146 -10.0467 0.188548 3.97539 -21.8378 10.3148 12.6496 17.0292 -0.526259 0.977684 5.26804 1.35542 -0.468338 1.99611 5.86662
internal_weight=0 185782 3196 127 54 73 3069 43 182586 4738 697 214 100 76 483 437 167 4041 634 58 210 183 128 3407 1563 394 329 1169 550 165
internal_count=678013 185782 3196 127 54 73 3069 43 182586 4738 697 214 100 76 483 437 167 4041 634 58 210 183 128 3407 1563 394 329 1169 550 165
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=34 2 2 1052688 1710080 277056 2 2 1573125
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=31
num_cat=7
split_feature=13 12 9 12 12 3 11 1 14 13 11 12 13 11 11 12 14 11 12 11 13 12 12 12 12 14 11 12 2 12
split_gain=12361.7 116706 406143 507926 371624 3.57929e+06 3.00835e+06 1.3232e+06 606984 354686 376487 596142 2.02974e+06 3.09655e+06 691827 679284 4.10707e+06 2.62768e+06 2.99649e+06 674617 411053 1.79141e+06 1.16319e+06 870354 1.60868e+06 685025 350310 303041 487409 1.14938e+07
threshold=0 10.500000000000002 1.0000000180025095e-35 9.5000000000000018 11.500000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1 2 1.0000000180025095e-35 6.5000000000000009 3 3.5000000000000004 3.5000000000000004 8.5000000000000018 4 2.5000000000000004 7.5000000000000009 1.5000000000000002 5 1.5000000000000002 4.5000000000000009 2.5000000000000004 3.5000000000000004 6 2.5000000000000004 8.5000000000000018 1.0000000180025095e-35 7.5000000000000009
decision_type=9 2 2 2 2 2 2 2 1 9 2 2 9 2 2 2 1 2 2 2 9 2 2 2 2 1 2 2 2 2
left_child=1 2 27 9 5 7 -7 -3 -9 10 -4 14 13 15 -12 17 -17 18 -13 -14 21 -16 -23 -22 25 -25 -10 28 -1 -30
right_child=-2 4 3 -5 -6 6 -8 8 26 -11 11 12 19 -15 20 16 -18 -19 -20 -21 23 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.084963469973234965 -0.0049008059465665745 -0.97992922514824543 -1.6707618096129224 -2.3239957566988672 0.011642459141308292 -40.984276273773936 -0.7530305189244888 -2.8758442470005581 23.616304420022402 -2.9411506900055442 -0.099310794307736899 39.358885044710981 10.157868652959024 -4.082708353996277 28.946928994315012 0.93333851740910456 57.700165374755869 -5.2563578583473385 3.2560148716737061 -1.0838993752996127 -5.7311268167397413 -5.6069055781644934 13.176232028007508 29.090006031709564 0.44327390866401872 6.7446530881135365 8.5118924685886928 0.63608248755493157 -1.3982607614492297 41.695560826273528
leaf_weight=47150 598130 3031 253 354 18175 41 34 21 34 148 1084 56 62 85 35 26 25 43 39 384 97 68 64 34 156 23 28 7576 689 68
leaf_count=47150 598130 3031 253 354 18175 41 34 21 34 148 1084 56 62 85 35 26 25 43 39 384 97 68 64 34 156 23 28 7576 689 68
internal_value=0 0.0369793 0.110016 1.23623 -0.163061 -1.15874 -22.7461 -0.638815 11.818 1.70615 1.98136 2.39513 4.77551 11.3549 1.29719 18.8986 28.7602 15.254 24.5377 0.468356 4.4708 8.33419 3.50007 2.05443 5.69642 20.0735 16.795 0.0483901 -0.0445474 2.47278
internal_weight=0 79883 58519 3036 21364 3189 75 3114 83 2682 2534 2281 720 274 1561 189 51 138 95 446 477 167 132 310 213 57 62 55483 47907 757
internal_count=678013 79883 58519 3036 21364 3189 75 3114 83 2682 2534 2281 720 274 1561 189 51 138 95 446 477 167 132 310 213 57 62 55483 47907 757
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2377728 2 18432 16384 2 2048 2
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=31
num_cat=10
split_feature=11 12 13 5 13 5 5 12 12 1 1 12 14 13 14 6 12 13 0 12 14 7 14 12 12 0 14 7 3 14
split_gain=12487.6 203288 682701 1.01388e+07 681611 2.28984e+07 1.34465e+06 1.58745e+06 796785 6.27338e+06 964944 3.4353e+07 3.58011e+06 1.36875e+06 770292 2.49761e+06 766046 819255 1.01194e+06 2.67369e+06 4.34047e+06 788726 807106 735686 2.39155e+06 3.70278e+06 4.91364e+06 2.06567e+06 1.41585e+06 1.24552e+06
threshold=1.0000000180025095e-35 8.5000000000000018 0 1.0000000180025095e-35 1 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2 3 4 1.0000000180025095e-35 6.5000000000000009 5 1.0000000180025095e-35 7.5000000000000009 6 1.0000000180025095e-35 7 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 8 1.0000000180025095e-35 1.0000000180025095e-35 9
decision_type=2 2 9 2 9 2 2 2 2 2 2 2 1 9 1 2 2 9 2 2 1 2 1 2 2 2 1 2 2 1
left_child=1 4 3 -3 5 8 16 -8 9 -1 13 -12 -13 14 15 -10 -6 18 -18 20 -20 -19 -23 24 -15 27 -27 28 -26 -30
right_child=-2 2 -4 -5 6 -7 7 -9 10 -11 11 12 -14 23 -16 -17 17 21 19 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.43016535446522614 -0.005749017531118554 -0.78987625691821473 0.26853050004245521 -62.481836022271047 -0.024283284888680076 89.410060721430284 -5.0150795653246449 -31.951880704439606 -3.4763903565704823 -40.816059523362384 113.96529062711275 -46.537991350889207 -3.9778288573026659 1.0138442165101689 -0.63674565808646644 -30.536267324594348 -2.4614589495227692 -1.0650546969212848 -57.494720515498415 1.4793948878412664 -5.336077978672126 7.2845261592131401 -0.21524792289476832 -1.9188015610333817 -1.6931573230046606 44.489212705377952 7.3507355057565791 25.93412910037571 0.87651551787195536 30.445350449425831
leaf_weight=2793 574056 1997 44615 27 38974 29 138 26 272 39 26 24 112 4273 547 39 470 7659 27 69 39 234 371 589 323 57 95 36 29 28
leaf_count=2793 574056 1997 44615 27 38974 29 138 26 272 39 26 24 112 4273 547 39 470 7659 27 69 39 234 371 589 323 57 95 36 29 28
internal_value=0 0.0319174 0.186942 -1.60491 -0.0942242 0.688371 -0.246101 -9.28555 0.411917 -0.986327 1.02584 8.6461 -11.4884 0.82952 -2.86266 -6.86975 -0.215167 -1.05399 -4.57768 -12.2843 -26.6737 -0.789525 2.68549 1.41559 1.82421 7.92048 21.2777 3.03997 0.87105 15.4016
internal_weight=0 103957 46639 2024 57318 9311 48007 164 9282 2832 6450 162 136 6288 858 311 47843 8869 605 135 66 8264 605 5430 4841 568 152 416 380 57
internal_count=678013 103957 46639 2024 57318 9311 48007 164 9282 2832 6450 162 136 6288 858 311 47843 8869 605 135 66 8264 605 5430 4841 568 152 416 380 57
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=33057 110625 2 32 2 2621508 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=31
num_cat=5
split_feature=13 1 11 12 12 12 12 14 14 12 12 11 11 12 6 12 11 12 11 14 14 11 12 12 11 12 12 12 12 12
split_gain=14146.9 131681 1.69884e+06 1.63716e+06 1.50867e+06 948424 514718 1.51532e+06 247253 1.09341e+06 339320 467219 373459 728871 147294 372762 3.83979e+06 2.30498e+06 1.14477e+07 1.4506e+07 932355 375287 338759 337343 295906 324065 1.34266e+06 1.19167e+06 285973 430178
threshold=0 1.0000000180025095e-35 2.5000000000000004 17.500000000000004 1.5000000000000002 4.5000000000000009 12.500000000000002 1 2 5.5000000000000009 4.5000000000000009 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 11.500000000000002 3.5000000000000004 10.500000000000002 2.5000000000000004 3 4 3.5000000000000004 13.500000000000002 3.5000000000000004 1.5000000000000002 20.500000000000004 19.500000000000004 21.500000000000004 12.500000000000002 10.500000000000002
decision_type=9 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2
left_child=1 14 8 4 -4 -6 7 -7 9 -3 12 -12 -10 -14 28 17 24 21 -19 -20 22 -16 -18 -23 25 26 -17 -27 29 -1
right_child=-2 2 3 -5 5 6 -8 -9 10 -11 11 -13 13 -15 15 16 20 18 19 -21 -22 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.22857370775215258 0.0033487692923020308 -26.816381245567687 22.575848073051091 32.828659969827406 -8.62128396803333 -2.341415539909812 -0.80718913078308108 21.485366140093124 -2.9225985735654834 -0.5196610780432821 0.29497868745171246 -7.0959836151202529 -0.4643489570617676 18.513214874267579 0.33533942116659232 0.9194602967016593 -33.199251550946919 -0.25894293131079166 71.186259480885099 -6.5578526349294748 -6.0609557207892921 0.6962017337771228 -19.18414731867173 -5.7517059814989864 -1.0342952683336033 -23.40770707702637 20.48800424999661 1.3326725469394165 0.48974842905592536 -1.7777501013515584
leaf_weight=18056 643908 21 42 23 62 51 72 56 64 64 199 150 50 34 4760 1347 35 401 56 42 34 137 34 199 1349 25 36 88 4628 1990
leaf_count=18056 643908 21 42 23 62 51 72 56 64 64 199 150 50 34 4760 1347 35 401 56 42 34 137 34 199 1349 25 36 88 4628 1990
internal_value=0 -0.062731 1.13903 7.17116 5.08592 2.03789 5.72989 10.1287 -2.0325 -7.0165 -1.1801 -2.88165 2.83233 7.21705 -0.0948771 0.262995 -0.647018 0.742479 7.22879 37.8674 -19.6146 0.10734 -26.2933 -3.12265 0.0396834 1.00813 1.42884 -4.14086 -0.218785 -0.382363
internal_weight=0 34105 888 306 283 241 179 107 582 85 497 349 148 84 33217 8543 2948 5595 499 98 103 5096 69 336 2845 1496 1383 113 24674 20046
internal_count=678013 34105 888 306 283 241 179 107 582 85 497 349 148 84 33217 8543 2948 5595 499 98 103 5096 69 336 2845 1496 1383 113 24674 20046
cat_boundaries=0 1 2 3 4 5
cat_threshold=73792 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=31
num_cat=10
split_feature=12 13 11 1 13 12 14 12 12 14 12 12 14 12 12 12 3 11 13 0 11 14 11 11 4 14 11 11 13 13
split_gain=11573.4 187052 662280 1.59719e+06 2.79622e+06 7.04112e+06 8.16537e+07 2.44825e+08 2.68111e+07 3.97836e+06 1.26122e+07 1.86894e+06 1.16787e+07 4.87871e+07 7.27423e+06 1.53673e+06 1.09967e+07 5.63691e+07 5.2322e+06 6.65422e+06 1.08188e+07 1.96501e+07 1.46607e+06 1.29881e+06 1.11998e+06 1.21092e+07 2.24276e+07 1.37749e+06 1.42807e+06 1.54074e+06
threshold=10.500000000000002 0 2.5000000000000004 1.0000000180025095e-35 1 17.500000000000004 2 18.500000000000004 18.500000000000004 3 16.500000000000004 17.500000000000004 4 18.500000000000004 18.500000000000004 11.500000000000002 1.0000000180025095e-35 1.5000000000000002 5 1.0000000180025095e-35 1.5000000000000002 6 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7 1.5000000000000002 1.5000000000000002 8 9
decision_type=2 9 2 2 9 2 1 2 2 1 2 2 1 2 2 2 2 2 9 2 2 1 2 2 2 1 2 2 9 9
left_child=-1 -2 15 -4 5 9 7 -7 -8 10 -5 -6 13 -13 -14 16 18 22 19 23 -21 -22 -18 -3 27 26 -26 28 -20 -30
right_child=1 2 3 4 11 6 8 -9 -10 -11 -12 12 14 -15 -16 -17 17 -19 24 20 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0080481160312404886 -0.0886358260579026 23.970475240854118 -0.35823089003901759 -0.2039794960277993 1.4126544972198565 371.78778713060461 -108.94045727069562 -76.105937077448914 5.7949301998665996 7.9528070395643056 -81.316577737981618 -172.85384262561797 50.704410057067875 21.942360785272388 -9.1235455591054198 0.14888689496540833 -25.689456379413606 95.593003545907834 -0.6923109049786782 -15.506065269752785 110.10515973772323 -2.2878889356340681 -57.65848930065448 -0.43748209335185867 -40.997372297807175 -31.677092754840853 85.874158467744536 -1.3932966974573597 1.9411368732126606 10.407527952434044
leaf_weight=492231 128028 26 28322 149 439 23 26 26 94 352 22 20 30 36 63 23552 32 65 860 27 35 28 26 135 22 40 38 2304 634 328
leaf_count=492231 128028 26 28322 149 439 23 26 26 94 352 22 20 30 36 63 23552 32 65 860 27 35 28 26 135 22 40 38 2304 634 328
internal_value=0 -0.0212449 0.128139 -0.202074 3.25314 7.49953 25.3529 134.13 -19.0644 1.87386 -10.6395 -1.84055 -11.549 -47.6277 10.1758 0.475406 2.14719 31.6452 1.33676 15.0771 37.4551 60.1527 -40.0204 3.50418 0.483844 10.9419 39.3546 0.231549 2.28624 4.90518
internal_weight=0 185782 57754 29602 1280 692 169 49 120 523 171 588 149 56 93 28152 4600 123 4477 251 90 63 58 161 4226 100 60 4126 1822 962
internal_count=678013 185782 57754 29602 1280 692 169 49 120 523 171 588 149 56 93 28152 4600 123 4477 251 90 63 58 161 4226 100 60 4126 1822 962
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=3034008 1089536 2 2 2 1 2 2 1056838 69632
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=31
num_cat=5
split_feature=13 12 11 6 12 14 12 12 14 12 1 12 7 12 4 12 12 11 9 14 12 12 14 1 12 6 7 12 11 12
split_gain=12501.3 90548.8 240284 3.63933e+06 3.11411e+06 1.06063e+07 2.65166e+07 1.14978e+06 987419 1.43882e+06 873285 872577 659700 423668 222049 298870 929037 203870 183947 388015 612673 810388 201944 1.2044e+06 471002 210998 303440 643213 1.16765e+06 148749
threshold=0 13.500000000000002 3.5000000000000004 1.0000000180025095e-35 16.500000000000004 1 17.500000000000004 14.500000000000002 2 15.500000000000002 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 15.500000000000002 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3 16.500000000000004 15.500000000000002 4 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 2.5000000000000004 14.500000000000002
decision_type=9 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2
left_child=1 -1 14 10 7 6 -6 -5 11 -10 12 -9 -4 -12 17 16 -16 -3 22 20 21 29 23 25 -25 26 -19 28 -28 -20
right_child=-2 2 3 4 5 -7 -8 8 9 -11 13 -13 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.10863466620677105 -0.0037351216780428147 0.64570820026702302 -2.1248855895750403 -4.2008700418000178 138.49079730293968 -16.524794472874824 -0.86038193768925142 -6.5310220676919686 30.557227878570558 -0.41396681467692065 -6.5721555525256754 15.617998682219406 7.4160002424747136 -24.269476016362511 -3.9353366216023766 -2.3322634132057427 18.342015178998313 -0.77861130499499454 7.4987964990004059 -3.5177329880850658 -1.9427717294441451 22.330467814783898 -0.12196095453787455 5.158293729215055 22.926203086853029 -3.0104530086581653 -27.42964557647705 -1.7872553985600079 0.47075556119283041 -0.18595279057820638
leaf_weight=40763 629459 1088 877 101 22 37 36 46 40 24 31 29 79 24 36 50 39 1944 53 112 109 31 1659 37 25 936 30 218 30 48
leaf_count=40763 629459 1088 877 101 22 37 36 46 40 24 31 29 79 24 36 50 39 1944 53 112 109 31 1659 37 25 936 30 218 30 48
internal_value=0 0.0489221 -0.263435 0.951785 9.98498 25.3095 51.997 3.919 9.81906 18.943 -2.04141 2.03327 -1.33647 -14.2946 -0.517226 3.65643 7.64889 -0.599775 -0.858774 1.34563 3.60578 8.18754 -1.01826 -1.48006 12.3228 -1.75104 -1.22053 -4.31075 -13.4794 3.84664
internal_weight=0 48554 7791 1346 335 95 58 240 139 64 1011 75 956 55 6445 125 75 6320 5232 353 241 132 4879 3220 62 3158 2222 278 60 101
internal_count=678013 48554 7791 1346 335 95 58 240 139 64 1011 75 956 55 6445 125 75 6320 5232 353 241 132 4879 3220 62 3158 2222 278 60 101
cat_boundaries=0 1 2 3 4 5
cat_threshold=2361344 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=31
num_cat=6
split_feature=12 12 13 1 11 6 9 5 0 11 14 13 2 3 12 3 11 11 1 1 14 6 11 13 1 1 14 12 6 0
split_gain=12428.4 32544.4 237715 2.18157e+06 353676 1.83533e+06 144670 139905 126258 259568 264568 116894 295404 278115 235414 151626 115580 104022 324932 194914 153286 127360 95567.4 118633 147740 95299.6 127383 608704 176010 92069.7
threshold=19.500000000000004 20.500000000000004 0 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1 2 1.0000000180025095e-35 1.0000000180025095e-35 22.500000000000004 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 1.0000000180025095e-35 5 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 9 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 1 2 2 9 2 2 1 2 2 2
left_child=-1 2 3 4 5 29 -6 8 17 -10 -11 13 15 22 -14 -13 -12 19 21 -4 -21 -19 25 24 -24 26 -3 -28 -29 -2
right_child=1 11 7 -5 6 -7 -8 -9 9 10 16 12 14 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0017602601598443466 -8.2086591798326243 -0.22296912273674302 -0.5401568821348971 28.580881258646645 -1.6346257658758525 27.031732546049973 5.0040040454349004 8.3634438133239737 3.1772230027629864 -1.0053496629252989 8.3634767346911953 -0.3001499365848721 2.0021289050579072 10.840978239132809 13.306075908519603 -6.1282496327824063 2.0240747798572887 -1.8888233782351016 9.7485430315921189 -10.381670258261941 -2.6573751784604172 2.7184187911450866 -0.84239803825815529 0.85385539464566307 -9.8726176097811695 3.8876530148088935 -20.313988306522372 -4.0304820795059211 6.3877333561579386 -0.40127624598416417
leaf_weight=666326 23 165 1240 30 291 29 37 20 323 706 36 5572 58 26 27 45 143 160 38 33 116 96 132 2150 21 32 20 50 24 44
leaf_count=666326 23 165 1240 30 291 29 37 20 323 706 36 5572 58 26 27 45 143 160 38 33 116 96 132 2150 21 32 20 50 24 44
internal_value=0 0.102263 0.36469 2.4663 0.676738 6.01526 -0.885756 0.0283529 -0.0292114 0.750823 -0.134745 -0.00384894 -0.257846 0.547828 5.59279 -0.346841 3.29904 -0.589093 1.11973 -0.950788 -4.36813 -0.161108 0.446771 0.66253 -1.95412 -1.26077 -1.89687 -4.83509 -0.651601 -3.08142
internal_weight=0 11687 3365 454 424 96 328 2911 2891 1208 885 8322 5702 2620 85 5617 179 1683 294 1389 149 256 2594 2303 153 291 259 94 74 67
internal_count=678013 11687 3365 454 424 96 328 2911 2891 1208 885 8322 5702 2620 85 5617 179 1683 294 1389 149 256 2594 2303 153 291 259 94 74 67
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=1056768 2 723393 2 128 2
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=31
num_cat=7
split_feature=13 6 12 11 12 12 11 14 12 13 14 12 11 11 11 12 12 11 12 14 12 14 12 12 12 12 11 12 11 14
split_gain=10985.4 142171 506852 2.0413e+06 1.08235e+06 924690 5.09397e+06 1.09123e+07 1.8278e+07 536559 1.09078e+06 949658 2.25701e+06 1.26271e+06 385549 347220 311380 295883 924911 2.52442e+06 1.78942e+07 1.88108e+06 3.80404e+06 761784 612629 449716 330793 562812 507357 664726
threshold=0 1.0000000180025095e-35 12.500000000000002 3.5000000000000004 16.500000000000004 10.500000000000002 3.5000000000000004 1 11.500000000000002 2 3 11.500000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 4 6.5000000000000009 5 4.5000000000000009 3.5000000000000004 3.5000000000000004 6.5000000000000009 2.5000000000000004 9.5000000000000018 3.5000000000000004 6
decision_type=9 2 2 2 2 2 2 1 2 9 1 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 1
left_child=1 -1 5 -4 15 16 9 8 -8 10 11 13 -13 14 -7 -5 -3 18 21 20 -20 22 24 -23 -18 -21 -19 -28 29 -29
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 -12 12 -14 -15 -16 -17 17 26 19 25 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.11886941039195087 0.0041489005562332371 -2.100297666111508 -0.21596306052241052 -14.441532655384231 -26.127494451161979 -2.4319399533952986 110.48843776157923 -16.62716803357408 -3.7730678456170219 -0.31553697552120985 -0.20984305657975663 28.630522169385639 -2.4524055021028994 24.242748022079468 11.369494938850403 -4.1224022135138512 -1.0894240079781949 1.2578331963632552 -81.473229122161868 5.245869517872352 -0.48432057999275835 1.8290859541278675 34.921732419602414 -5.6964224019945968 14.160044678519753 -1.2937709792246292 -0.66637051327555785 10.773787662876188 -2.1447403720301441 0.98767893049452038
leaf_weight=49953 613777 555 3457 46 37 35 28 37 28 833 366 28 141 64 48 112 117 3787 32 131 185 326 47 229 34 533 2652 134 117 144
leaf_count=49953 613777 555 3457 46 37 35 28 37 28 833 366 28 141 64 48 112 117 3787 32 131 185 326 47 229 34 533 2652 134 117 144
internal_value=0 -0.0393123 0.238901 -0.77747 -10.732 0.588049 2.79729 25.5142 53.3577 1.40278 3.45552 7.81019 2.69743 13.6881 5.54961 -7.12671 0.194337 0.344729 -0.864144 -3.06369 -12.4274 1.7093 10.0773 -1.27603 2.34423 -0.00357082 0.633769 -0.141856 3.37969 5.70472
internal_weight=0 64236 14283 3652 195 10631 1608 93 56 1515 682 316 169 147 83 158 9023 8468 1634 881 217 753 198 555 151 664 6834 3047 395 278
internal_count=678013 64236 14283 3652 195 10631 1608 93 56 1515 682 316 169 147 83 158 9023 8468 1634 881 217 753 198 555 151 664 6834 3047 395 278
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=106816 2 98560 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=31
num_cat=9
split_feature=12 13 11 13 6 12 12 14 13 9 13 1 12 12 7 12 1 14 12 11 11 11 13 12 12 12 11 13 1 14
split_gain=11216 323278 563019 926702 1.26553e+06 968473 808384 518360 665399 3.46915e+06 629189 909609 1.34029e+06 2.04852e+06 514050 456359 417120 1.07933e+06 3.08323e+06 2.07985e+07 5.13455e+06 1.08788e+06 490889 1.67408e+06 6.95473e+06 470623 688643 408328 6.56978e+06 1.00941e+07
threshold=15.500000000000002 0 2.5000000000000004 1 1.0000000180025095e-35 17.500000000000004 17.500000000000004 2 3 1.0000000180025095e-35 4 1.0000000180025095e-35 19.500000000000004 17.500000000000004 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 5 18.500000000000004 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 6 18.500000000000004 17.500000000000004 17.500000000000004 2.5000000000000004 7 1.0000000180025095e-35 8
decision_type=2 9 2 9 2 2 2 1 9 2 9 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 9 2 1
left_child=-1 16 7 4 -4 -6 -5 8 9 14 11 -9 13 15 -3 -13 -2 18 19 21 -20 -18 23 24 -19 26 -23 -8 -29 -30
right_child=1 2 3 6 5 -7 27 10 -10 -11 -12 12 -14 -15 -16 -17 17 22 20 -21 -22 25 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0036687719739779594 0.31831729660191355 1.2718956134478252 -2.5868241846807734 -1.5182313610004572 -32.532627378740621 -5.4496815764385724 0.84398317144693058 -0.13897485037859961 0.38474868451501149 31.093883537691696 -1.7979490568535603 -2.4064785943311806 -0.7732452165995104 36.550238546729091 11.553419459783115 15.1931197313162 20.488385157499994 -1.5876298141479492 -6.8515414981393636 -71.848212734858194 33.299055345323353 1.9971587438431997 -0.64784703454929238 -9.0564668592141597 62.869892467151992 7.8052843781404722 -14.533751242501395 1.2247117122354787 -58.965925021966306 2.5587134881814322
leaf_weight=626294 30722 750 121 5221 31 23 3422 923 5603 43 2077 34 96 32 52 26 28 70 109 48 45 63 953 49 22 43 42 963 48 60
leaf_count=626294 30722 750 121 5221 31 23 3422 923 5603 43 2077 34 96 32 52 26 28 70 109 48 45 63 953 49 22 43 42 963 48 60
internal_value=0 0.0447845 -0.276177 -0.806395 -7.82086 -20.9973 -0.671285 0.267675 0.783395 3.38215 -0.775413 1.14211 7.49243 16.1175 1.93853 5.22001 0.239453 -1.4049 -6.01156 -13.5 4.88078 2.4131 0.186801 5.48501 13.8261 -1.00655 -4.61521 0.311397 -1.38524 -24.7856
internal_weight=0 51719 19525 9889 175 54 9714 9636 6448 845 3188 1111 188 92 802 60 32194 1472 378 224 154 176 1094 141 92 148 105 4493 1071 108
internal_count=678013 51719 19525 9889 175 54 9714 9636 6448 845 3188 1111 188 92 802 60 32194 1472 378 224 154 176 1094 141 92 148 105 4493 1071 108
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=870687 576 2 1049088 37568 2 1 1187840 2
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=31
num_cat=8
split_feature=12 12 11 0 14 11 12 0 11 14 11 13 6 0 11 11 0 11 13 14 11 1 1 12 13 11 12 9 13 14
split_gain=11632.5 112638 702974 1.48682e+06 135281 122953 117120 84236.2 88642.4 81429.1 154849 71151.5 71950 68463.1 60547.9 134026 312745 100715 55624.9 54127.7 50172.7 96262 59161.5 45368.9 131748 348355 48402.8 43452.4 55303.5 68890
threshold=28.500000000000004 27.500000000000004 2.5000000000000004 1.0000000180025095e-35 0 3.5000000000000004 26.500000000000004 1.0000000180025095e-35 1.5000000000000002 1 2.5000000000000004 2 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 3 4 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 5 2.5000000000000004 25.500000000000004 1.0000000180025095e-35 6 7
decision_type=2 2 2 2 1 2 2 2 2 1 2 9 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 2 9 1
left_child=1 6 4 5 7 -4 23 -3 -9 -8 -11 12 14 20 15 17 -17 -2 -15 -20 21 -13 -22 -1 25 26 -25 28 -26 -30
right_child=11 2 3 -5 -6 -7 9 8 -10 10 -12 13 -14 18 -16 16 -18 -19 19 -21 22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-0.00017155447380082619 2.524269189933936 -1.8167381154789646 -4.7642975441047124 27.997521372499136 -5.8927815315571239 4.9897998015085854 -0.94157745071908927 6.1779682584711031 -1.2796060224196741 -1.9106999654618519 -11.349964169661206 0.2497583593784358 -1.4944543110145319 -0.89884773776715543 -3.1841409185658334 15.420525924019191 -0.19417816688274514 -2.1931305650508768 -2.657366498007494 -8.2225672288374465 -0.41323202595003228 5.4188657446605406 -4.8181244898926137 2.541372569940858 -1.1567640988866268 13.083082014514554 -2.2410295746543194 -3.1448999398463484 1.6173989695199626 -0.87660965938476998
leaf_weight=674899 144 85 28 29 47 24 239 37 28 63 24 297 91 391 23 23 29 66 85 22 401 41 33 59 171 31 33 37 376 157
leaf_count=674899 144 85 28 29 47 24 239 37 28 63 24 297 91 391 23 23 29 66 85 22 401 41 33 59 171 31 33 37 376 157
internal_value=0 0.000668874 2.01315 9.85535 -1.21131 -0.262406 -0.000158634 0.255554 2.96547 -1.89512 -4.51463 -0.265495 0.928908 -0.621534 1.73528 2.16713 6.71233 1.04166 -1.54058 -3.47669 -0.0367259 0.87678 -0.748166 0.00075553 0.724932 3.62077 0.825946 0.192781 0.370937 0.866509
internal_weight=0 676367 278 81 197 52 676089 150 65 326 87 1646 376 1270 285 262 52 210 498 107 772 338 434 675763 864 123 92 741 704 533
internal_count=678013 676367 278 81 197 52 676089 150 65 326 87 1646 376 1270 285 262 52 210 498 107 772 338 434 675763 864 123 92 741 704 533
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2 2 1609793 2224 2 90112 655432 2
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=31
num_cat=4
split_feature=11 14 13 6 8 12 12 12 12 13 2 13 12 12 2 12 12 12 12 12 12 12 12 1 12 12 12 12 12 2
split_gain=11127 237353 1.26664e+06 1.29764e+06 1.34084e+06 7.30118e+06 2.11762e+07 2.85357e+06 1.82814e+07 1.22462e+06 4.03559e+06 8.3252e+06 2.20069e+07 4.20778e+07 3.35312e+06 3.51315e+06 4.94589e+07 2.01576e+06 1.76015e+06 1.60296e+06 5.32083e+06 2.24069e+06 9.48242e+06 1.55043e+06 2.4158e+06 1.96364e+06 2.46324e+06 1.60326e+06 3.3323e+06 1.22196e+06
threshold=3.5000000000000004 0 1 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 13.500000000000002 14.500000000000002 2 1.0000000180025095e-35 3 7.5000000000000009 4.5000000000000009 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 2.5000000000000004 1.5000000000000002 12.500000000000002 11.500000000000002 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 5.5000000000000009 17.500000000000004 19.500000000000004 1.0000000180025095e-35
decision_type=2 1 9 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 29 6 -6 -7 -9 14 -11 12 13 -12 23 17 -17 18 -16 20 21 22 -13 -3 -25 -26 -27 -28 -29 -2
right_child=1 9 -4 -5 5 7 -8 8 -10 10 11 19 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=-0.0069600377470019174 0.20660130360004325 0.085628553426075074 0.32577475199442207 -2.124745547045872 2.079125173886617 2.4825681551739023 -86.323583998680121 -60.199356107358575 9.8642302407821028 -0.3187928531422009 -6.5472665241786423 -0.98344408350381229 3.0322798486965805 -196.45948394775394 1.6376628260279813 122.06220076711554 -1.125827477717829 -7.4071358324665768 27.028718785047534 8.3862807062382885 -48.440688839665171 8.1812082689779775 -48.887516559438502 14.071487879753114 -10.788809111358923 24.367252925656878 0.19273667071294204 42.167248383883773 -2.1252638466111047 -4.7670399685466993
leaf_weight=522892 15726 20635 71768 4208 84 675 40 54 120 38985 28 342 67 20 86 38 229 152 40 104 27 135 47 196 109 53 573 29 41 510
leaf_count=522892 15726 20635 71768 4208 84 675 40 54 120 38985 28 342 67 20 86 38 229 152 40 104 27 135 47 196 109 53 573 29 41 510
internal_value=0 0.0235376 0.124384 -0.550368 -0.165716 -3.77145 -26.4379 -0.460924 -11.8796 -0.12819 -0.460274 -7.62943 -31.2748 -85.6774 0.467002 8.21404 16.4066 0.345695 9.69832 -2.95536 -5.1497 -2.91906 -6.77134 0.272074 4.11553 1.69147 3.646 1.93803 16.2245 0.0503709
internal_weight=0 155121 93185 21417 17209 973 124 849 174 61936 39755 770 115 48 22181 545 267 278 126 655 551 524 389 21636 1001 805 696 643 70 16236
internal_count=678013 155121 93185 21417 17209 973 124 849 174 61936 39755 770 115 48 22181 545 267 278 126 655 551 524 389 21636 1001 805 696 643 70 16236
cat_boundaries=0 1 2 3 4
cat_threshold=2 696584 713352 16
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=31
num_cat=7
split_feature=13 1 14 12 11 12 12 12 11 12 11 12 12 13 12 12 13 11 11 12 11 13 11 12 12 13 11 11 13 11
split_gain=11455.8 181064 670890 1.21422e+06 5.17449e+06 3.75838e+07 1.78145e+06 865060 722063 2.22409e+06 516285 610139 1.05402e+06 506930 1.21098e+06 427309 934922 880922 1.36368e+06 1.28675e+06 622243 502666 1.24683e+06 552011 1.30252e+06 4.55109e+06 1.57251e+06 2.32495e+06 1.02719e+06 2.67442e+06
threshold=0 1.0000000180025095e-35 1 17.500000000000004 3.5000000000000004 18.500000000000004 18.500000000000004 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 14.500000000000002 10.500000000000002 2 16.500000000000004 2.5000000000000004 3 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 2.5000000000000004 4 1.5000000000000002 6.5000000000000009 7.5000000000000009 5 2.5000000000000004 3.5000000000000004 6 3.5000000000000004
decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 9 2 2 2 9 2 2 9 2
left_child=-1 -2 3 7 6 -6 -5 8 9 -3 11 12 -9 14 -12 16 17 -4 -19 -20 -18 22 -17 28 25 26 -25 -28 -23 -30
right_child=1 2 15 4 5 -7 -8 10 -10 -11 13 -13 -14 -15 -16 21 20 18 19 -21 -22 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.014503491176738071 0.023218407108275746 -28.821370188395186 21.398829120397568 14.63041482670554 -138.60802778764204 23.411484881145199 -7.0973637409784178 14.569728007846408 -2.2870601888727746 0.88679125706354778 -1.4531604021680826 17.858812408447267 -5.2177062643108085 1.4774012901183575 -23.268227904183526 -2.8788062922159834 1.3278195131012775 -3.1366187158620584 3.4019514849019608 17.902254389712684 -4.3135762501125559 -5.3363272465727141 18.744339774052303 32.956902953117122 -0.39309175829717047 -1.7037272878677125 -13.466989746093752 23.882321838378907 -1.8143900399566979 12.832301006728796
leaf_weight=301636 366195 42 32 58 22 41 108 45 1019 63 279 35 67 698 28 60 762 159 172 95 263 573 48 62 3723 305 25 50 1209 139
leaf_count=301636 366195 42 32 58 22 41 108 45 1019 63 279 35 67 698 28 60 762 159 172 95 263 573 48 62 3723 305 25 50 1209 139
internal_value=0 0.0116526 -0.4043 -1.82532 -8.76619 -33.1668 0.49427 -1.12697 -3.10066 -10.9965 0.798757 6.33408 2.7326 -0.0108876 -3.3342 0.0593781 1.5841 5.28182 4.19513 8.56124 -0.118524 -0.305678 6.16102 -0.429851 0.216234 5.34863 19.7331 11.4326 -1.83289 -0.301847
internal_weight=0 376377 10182 2505 229 63 166 2276 1124 105 1152 147 112 1005 307 7677 1483 458 426 267 1025 6194 108 6086 4165 442 137 75 1921 1348
internal_count=678013 376377 10182 2505 229 63 166 2276 1124 105 1152 147 112 1005 307 7677 1483 458 426 267 1025 6194 108 6086 4165 442 137 75 1921 1348
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1159653 2 16 147456 262658 655360 655360
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=31
num_cat=10
split_feature=12 14 12 13 4 11 9 13 12 13 6 13 11 11 13 11 11 13 11 13 5 11 11 1 13 13 0 11 11 10
split_gain=10452.9 260262 1.80284e+06 2.28651e+06 5.38082e+06 6.52798e+06 2.12685e+06 3.35968e+06 1.74458e+06 5.21552e+06 3.74109e+06 1.05349e+07 9.53445e+06 2.57364e+07 6.77244e+06 2.87145e+07 6.54391e+06 5.52749e+06 3.10777e+06 2.31407e+06 2.62044e+06 1.53811e+07 2.22617e+06 2.84711e+06 2.79225e+06 2.39098e+06 3.22724e+06 6.23949e+06 3.18116e+06 4.04417e+06
threshold=4.5000000000000009 0 5.5000000000000009 1 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2 5.5000000000000009 3 1.0000000180025095e-35 4 1.0000000180025095e-35 1.5000000000000002 5 2.5000000000000004 2.5000000000000004 6 3.5000000000000004 7 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 8 9 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35
decision_type=2 1 2 9 2 2 2 9 2 9 2 9 2 2 9 2 2 9 2 9 2 2 2 2 9 9 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 -8 9 -3 17 12 -12 -14 15 -15 -16 -11 -18 20 -10 -22 25 24 -24 26 28 -28 29 -19
right_child=1 8 -4 6 5 -7 7 -9 19 10 11 -13 13 14 16 -17 18 22 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.014724695623737676 0.32432819949390712 -1.3757364982235565 0.0061013225635881737 -2.0122936763899211 58.793501690455848 2.7120229908064299 12.978699069853256 -0.85612808128936235 0.66199568566776001 -1.2621631630869103 0.16189590303953577 -2.0059378247459732 36.528416644946951 65.032625475431743 -5.9605525276877671 1.6865185783649315 19.05347910563151 8.0242834214148164 -6.7525619665781669 -0.21684684384212144 66.672028432241305 -2.5432096076172752 11.968134615475075 21.38110903689736 -3.5767018170399467 3.1740573117257358 7.5228273145991595 40.814170367218729 -3.5818703950698407 44.403234608968098
leaf_weight=281900 5410 6360 194964 12950 35 51 237 609 31867 4923 813 1430 370 95 506 290 210 413 60 130356 41 148 123 57 883 2391 163 86 239 33
leaf_count=281900 5410 6360 194964 12950 35 51 237 609 31867 4923 813 1430 370 95 506 290 210 413 60 130356 41 148 123 57 883 2391 163 86 239 33
internal_value=0 -0.0104683 -0.0851466 -1.00729 0.717527 25.5359 -1.69371 3.16288 0.0775145 0.972642 2.11351 4.77102 8.87611 13.5616 6.24223 16.879 0.737961 1.03863 13.3188 -0.0296559 0.731397 12.4717 3.61458 -0.36078 -1.59268 4.89637 9.17321 19.021 5.7274 10.716
internal_weight=0 396113 214256 19292 5496 86 13796 846 181857 19445 13085 3774 2344 1531 1161 385 776 9311 270 162412 32056 189 4388 1063 1006 3325 934 249 685 446
internal_count=678013 396113 214256 19292 5496 86 13796 846 181857 19445 13085 3774 2344 1531 1161 385 776 9311 270 162412 32056 189 4388 1063 1006 3325 934 249 685 446
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2 3965634 131073 2527684 1048592 1048576 1048592 164708 2080 8713
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=31
num_cat=6
split_feature=13 1 14 12 11 12 12 13 12 12 11 12 12 11 12 13 12 12 12 13 12 12 12 12 11 12 11 13 11 12
split_gain=12703.2 260183 776289 4.25911e+06 3.79472e+07 7.4001e+07 2.69808e+07 5.0333e+06 2.56395e+07 7.36675e+06 4.2705e+06 1.56937e+06 1.53786e+06 1.36546e+06 2.91881e+06 1.20178e+06 3.85503e+06 2.53679e+06 866652 716122 3.50437e+06 2.89816e+06 1.67643e+07 2.21023e+06 2.09246e+06 5.04258e+06 2.92168e+06 1.64293e+06 4.804e+06 1.36027e+06
threshold=0 1.0000000180025095e-35 1 17.500000000000004 3.5000000000000004 19.500000000000004 18.500000000000004 2 2.5000000000000004 4.5000000000000009 2.5000000000000004 8.5000000000000018 16.500000000000004 1.0000000180025095e-35 3.5000000000000004 3 2.5000000000000004 1.5000000000000002 20.500000000000004 4 1.5000000000000002 17.500000000000004 18.500000000000004 3.5000000000000004 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 5 2.5000000000000004 7.5000000000000009
decision_type=9 2 1 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 9 2 2
left_child=1 -1 3 7 6 -6 -5 8 -3 -10 18 -11 13 14 -9 16 17 -4 -8 21 27 23 -23 -17 25 26 -25 -21 -29 -26
right_child=-2 2 15 4 5 -7 10 12 9 11 -12 -13 -14 -15 -16 19 -18 -19 -20 20 -22 22 -24 24 29 -27 -28 28 -30 -31
leaf_value=-0.032501965931887526 0.010886357007298621 116.2848009524138 -11.129616645723582 -71.153302500199302 187.7968766735446 -48.942693167147432 23.342415978795007 -45.734614572525032 -52.27770357998935 33.571359502352202 59.188504489262904 2.4494714515153753 -18.559015720448595 0.57287840002452783 -2.7990725128274216 -4.8000375667274398 -0.63530518805499581 -53.643890869140627 -3.3322327728929189 3.3241816774010662 0.086813368472792196 -74.084217823876273 2.5419394514833886 10.606888198852539 -3.7031468789408528 -0.17007933226964808 58.256781834940767 6.8691327275456615 48.302753397623697 3.7221489124468392
leaf_weight=255715 416299 23 32 49 31 23 21 20 22 26 24 43 47 1442 76 596 223 25 29 118 1609 36 138 22 381 93 31 74 45 700
leaf_count=255715 416299 23 32 49 31 23 21 20 22 26 24 43 47 1442 76 596 223 25 29 118 1609 36 138 22 381 93 31 74 45 700
internal_value=0 -0.0172296 0.633746 2.32015 17.0824 86.9634 -13.597 0.782236 20.1824 -1.88931 24.5146 14.1766 -0.735802 -0.195924 -11.744 -0.133584 -6.3411 -29.7762 7.87112 0.334324 1.74952 -0.976067 -13.3117 0.195983 2.62274 13.8596 38.4776 13.1115 20.7902 1.10509
internal_weight=0 261714 5999 1876 177 54 123 1699 114 91 74 69 1585 1538 96 4123 280 57 50 3843 1846 1997 174 1823 1227 146 53 237 119 1081
internal_count=678013 261714 5999 1876 177 54 123 1699 114 91 74 69 1585 1538 96 4123 280 57 50 3843 1846 1997 174 1823 1227 146 53 237 119 1081
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=1156069 2 160 32 1081664 1
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=31
num_cat=12
split_feature=11 13 12 12 13 6 12 0 13 14 14 5 13 5 12 12 3 13 12 14 13 12 12 12 13 12 12 12 14 14
split_gain=12126.3 156678 424211 993854 1.29072e+06 3.18045e+06 600502 4.65898e+06 7.43917e+06 6.2597e+06 1.74234e+06 406505 327164 301857 2.07669e+06 1.4009e+07 296841 801556 645606 563121 913565 4.24246e+06 563217 537858 644421 758112 742803 604312 6.75021e+06 919213
threshold=1.0000000180025095e-35 0 6.5000000000000009 5.5000000000000009 1 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 2 3 4 1.0000000180025095e-35 5 1.0000000180025095e-35 8.5000000000000018 6.5000000000000009 1.0000000180025095e-35 6 3.5000000000000004 7 8 9.5000000000000018 10.500000000000002 12.500000000000002 9 1.0000000180025095e-35 10.500000000000002 1.5000000000000002 10 11
decision_type=2 9 2 2 9 2 2 2 9 1 1 2 9 2 2 2 2 9 2 1 9 2 2 2 9 2 2 2 1 1
left_child=1 2 3 11 5 -5 7 12 9 -9 -10 -1 -4 16 15 -15 -3 18 -18 -20 21 -21 -22 24 26 -26 -19 28 -27 -29
right_child=-2 13 6 4 -6 -7 -8 8 10 -11 -12 -13 -14 14 -16 -17 17 23 19 20 22 -23 -24 -25 25 27 -28 29 -30 -31
leaf_value=-0.27850896248249252 -0.0056560233273724647 0.0078403646470982906 0.74882875242898628 -5.4133479844049077 -2.1243080595330737 -44.797776574354913 0.038216739698185793 60.137232550796199 -24.487460196358818 14.85709115487558 2.9722760509042181 -12.131969543983196 -3.3625917949596373 -6.1657685260772706 -1.3916063093549604 66.582462554859617 0.090687408958699811 0.55504633430525063 -0.64780987233616594 -5.0918295703950482 -3.2778261545542122 -51.085694726308191 14.242984411716462 -2.5064791564941409 -1.2193278929766489 21.643628782754419 17.841995704650881 -0.10388454365254807 -3.1828231187300249 4.8082606212002323
leaf_weight=12302 574056 69210 420 97 987 26 9327 49 35 81 68 29 347 100 364 36 2536 4325 430 122 222 24 20 375 408 182 25 702 275 833
leaf_count=12302 574056 69210 420 97 987 26 9327 49 35 81 68 29 347 100 364 36 2536 4325 430 122 222 24 20 375 408 182 25 702 275 833
internal_value=0 0.0314615 -0.193987 -0.564379 -3.43043 -12.7055 0.287906 2.61675 15.0009 29.6439 -5.79599 -0.306386 -1.1453 0.0982962 2.54769 13.0911 0.08294 0.578946 -0.6952 -3.14014 -5.90226 -11.8414 -1.75721 1.17806 1.3845 2.69657 0.652896 3.51216 6.7043 2.56179
internal_weight=0 103957 23768 13441 1110 123 10327 1000 233 130 103 12331 767 80189 500 136 79689 10479 3354 818 388 146 242 7125 6750 2400 4350 1992 457 1535
internal_count=678013 103957 23768 13441 1110 123 10327 1000 233 130 103 12331 767 80189 500 136 79689 10479 3354 818 388 146 242 7125 6750 2400 4350 1992 457 1535
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=2777995 138 139265 2 2 147586 266340 2 36 1083392 2 2
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=31
num_cat=11
split_feature=13 12 6 12 13 14 11 11 12 11 12 13 11 11 13 13 13 13 12 8 11 14 7 11 13 11 11 12 14 12
split_gain=12609.7 177884 916778 3.16416e+06 3.33068e+06 1.51901e+06 5.48297e+06 3.89152e+06 6.88287e+06 6.66842e+06 3.78335e+06 2.80509e+06 2.19587e+06 1.333e+06 2.56793e+07 2.32392e+07 1.28295e+06 657021 1.14713e+06 1.26186e+06 1.77249e+07 2.14289e+06 703734 617774 561211 1.07043e+06 893286 1.33889e+06 3.13213e+06 4.00211e+06
threshold=0 13.500000000000002 1.0000000180025095e-35 15.500000000000002 1 2 3.5000000000000004 3.5000000000000004 14.500000000000002 1.5000000000000002 14.500000000000002 3 1.5000000000000002 2.5000000000000004 4 5 6 7 14.500000000000002 1.0000000180025095e-35 3.5000000000000004 8 1.0000000180025095e-35 2.5000000000000004 9 3.5000000000000004 2.5000000000000004 17.500000000000004 10 16.500000000000004
decision_type=9 2 2 2 9 1 2 2 2 2 2 9 2 2 9 9 9 9 2 2 2 1 2 2 9 2 2 2 1 2
left_child=1 -1 17 4 5 7 -7 8 9 -4 -8 12 -10 14 -11 -15 -9 -3 19 22 21 -21 -19 -14 25 26 -5 28 29 -28
right_child=-2 2 3 24 -6 6 10 16 11 13 -12 -13 23 15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.040344891878615251 0.013640266805333971 0.25973106160989179 -3.246216734829328 -0.3215034406939169 -0.40761899592154632 -2.447435840199371 2.5768207791485365 4.5275026920645001 18.359352915073799 47.110360946098382 21.356138099942889 -5.7265490538590447 -1.1138189305596173 48.293329160911604 -11.119374783472582 -5.4726159011261375 -3.3862972239521691 -1.2903234041410427 -0.15945786656910213 1.6105133372545244 -61.369138849998016 31.579239104775823 -6.0916157345811861 6.5388852158853839 -1.2781219030643249 -7.0881704759228148 5.0823888296104336 -1.146099578614203 -4.4502029657363895 38.075773794000803
leaf_weight=298016 339541 17507 151 449 2464 974 237 364 123 127 196 276 187 171 166 148 443 2107 8520 80 49 34 357 242 4573 129 83 149 84 66
leaf_count=298016 339541 17507 151 449 2464 974 237 364 123 127 196 276 187 171 166 148 443 2107 8520 80 49 34 357 242 4573 129 83 149 84 66
internal_value=0 -0.0136342 0.183124 0.924871 2.46314 4.3119 1.71479 5.8537 8.72274 15.5745 11.0774 2.40886 6.46321 20.2182 15.3485 24.691 0.19739 -0.122386 -0.722107 -2.54967 -11.0709 10.5486 -1.98597 3.20309 -0.818021 1.37271 2.70265 6.25721 10.9915 19.6969
internal_weight=0 338472 40456 11802 6269 3805 1407 2398 1591 763 433 828 552 612 293 319 807 28654 11147 2627 163 114 2464 429 5533 960 831 382 233 149
internal_count=678013 338472 40456 11802 6269 3805 1407 2398 1591 763 433 828 552 612 293 319 807 28654 11147 2627 163 114 2464 429 5533 960 831 382 233 149
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1287137 1179776 2 131200 1048704 131072 1048576 139873 2 33184 2
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=31
num_cat=4
split_feature=11 14 13 6 8 12 12 12 12 2 12 12 12 13 2 12 12 12 12 12 12 12 1 12 2 13 12 12 12 12
split_gain=14936.6 213505 989735 1.00594e+06 1.08218e+06 5.92602e+06 1.71528e+07 2.30099e+06 1.47032e+07 994828 2.17207e+06 1.0359e+07 1.30628e+06 961391 5.33527e+06 1.01908e+07 1.09914e+08 3.07321e+06 2.68106e+06 2.28992e+06 3.12808e+06 1.79274e+06 1.82131e+07 6.97263e+07 1.63233e+06 2.20861e+06 5.07784e+06 6.23854e+07 2.15819e+06 2.05282e+06
threshold=3.5000000000000004 0 1 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 13.500000000000002 14.500000000000002 1.0000000180025095e-35 7.5000000000000009 5.5000000000000009 8.5000000000000018 2 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 14.500000000000002 4.5000000000000009 11.500000000000002 12.500000000000002 17.500000000000004 1.0000000180025095e-35 19.500000000000004 1.0000000180025095e-35 3 7.5000000000000009 6.5000000000000009 2.5000000000000004 1.5000000000000002
decision_type=2 1 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=-1 2 3 4 9 6 -6 -7 -9 -2 11 -11 -12 14 21 18 -17 19 -16 -18 -21 -3 -23 -24 -15 -26 27 28 29 -27
right_child=1 13 -4 -5 5 7 -8 8 -10 10 12 -13 -14 24 15 16 17 -19 -20 20 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0079547035682383267 0.20033459335444281 -0.30113590904802262 0.30104560439029243 -1.859599922916112 1.8706749530065629 2.2516081441596705 -77.691848134994515 -53.978924636487605 8.8548648071289069 -0.25262927375733851 23.80341486497359 -60.327671154125312 -1.3800219572734538 0.055929948250049349 -3.1201319848705911 -192.13902641745176 9.5470114653137923 37.077313242355984 21.83573579459355 -39.193048070271814 3.2997793337193935 3.5019768624256056 -188.52184065246581 10.748174322257608 -0.49206869945731219 2.3493039706775121 -3.1019405468709054 162.46032081886574 -8.2380951806118627 33.259833243585405
leaf_weight=522892 15726 18034 71768 4208 84 675 40 54 120 128 22 37 323 42167 167 34 87 24 58 30 41 336 25 59 455 70 177 27 114 31
leaf_count=522892 15726 18034 71768 4208 84 675 40 54 120 128 22 37 323 42167 167 34 87 24 58 30 41 336 25 59 455 70 177 27 114 31
internal_value=0 0.0273802 0.123026 -0.473433 -0.134758 -3.37408 -23.7947 -0.39157 -10.6453 0.0593699 -4.28732 -13.724 0.225878 -0.116523 -0.710939 -11.5813 -27.0962 3.73596 3.31294 -1.32855 -14.6549 -0.451551 -6.91009 -48.5584 0.144557 4.42212 9.54254 19.1851 1.19239 11.8367
internal_weight=0 155121 93185 21417 17209 973 124 849 174 16236 510 165 345 61936 18895 441 216 182 225 158 71 18454 420 84 43041 874 419 242 215 101
internal_count=678013 155121 93185 21417 17209 973 124 849 174 16236 510 165 345 61936 18895 441 216 182 225 158 71 18454 420 84 43041 874 419 242 215 101
cat_boundaries=0 1 2 3 4
cat_threshold=2 696584 1315188 18561
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=31
num_cat=3
split_feature=11 12 1 14 12 0 12 1 12 6 14 7 12 12 12 0 9 12 12 12 12 12 10 12 12 3 12 10 14 4
split_gain=14220.6 148458 1.0867e+06 139439 442221 217055 124783 170672 142472 104809 526704 678078 321753 124381 99016.9 176716 98196.7 375750 478886 379119 139822 120344 411019 1.3382e+06 1.06174e+06 441702 239097 333925 225881 282822
threshold=4.5000000000000009 17.500000000000004 1.0000000180025095e-35 0 18.500000000000004 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 1 1.0000000180025095e-35 15.500000000000002 15.500000000000002 15.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 3.5000000000000004 10.500000000000002 7.5000000000000009 1.0000000180025095e-35 12.500000000000002 10.500000000000002 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 2 1.0000000180025095e-35
decision_type=2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=-1 6 3 4 5 -3 16 8 9 10 11 14 -12 -11 15 -8 21 -18 19 -19 -20 26 25 24 -24 -23 28 -28 29 -2
right_child=1 2 -4 -5 -6 -7 7 -9 -10 13 12 -13 -14 -15 -16 -17 17 18 20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0025047480059759929 -0.42136925316839663 10.426332198656523 -18.840766339983258 -7.623713239034017 -2.1251471861500604 0.05735769560842803 -1.3948604045194739 7.1899647007817808 -2.2772675460782543 1.4207309177943639 -12.701514881413159 13.25706072998047 1.6921439666748048 8.5717110478600791 -2.2031947870364137 4.897176921114009 -6.6466029372869757 3.199417391690341 -0.45862798148935496 18.871528151939653 4.2019015972430891 -1.4012127942008199 3.0599669920431602 -15.201663080851237 24.628886829723015 2.7463744173516762 2.713870696944884 -7.6733633908358492 0.52061722183951964 6.6450809604243233
leaf_weight=660059 8928 52 35 24 214 33 85 46 116 56 41 50 25 43 87 94 51 33 220 29 91 2512 74 27 33 286 498 33 4081 57
leaf_count=660059 8928 52 35 24 214 33 85 46 116 56 41 50 25 43 87 94 51 33 220 29 91 2512 74 27 33 286 498 33 4081 57
internal_value=0 -0.0876953 -2.10367 -0.290057 0.298597 6.40073 -0.0466791 1.3207 0.868458 1.62709 0.875623 2.57262 -7.24937 4.52671 0.564261 1.90934 -0.0985415 1.40413 2.50491 10.5299 0.905064 -0.137088 -0.718157 4.69213 9.71206 -0.977264 -0.0117886 2.06834 -0.0963245 -0.37654
internal_weight=0 17954 358 323 299 85 17596 643 597 481 382 316 66 99 266 179 16953 424 373 62 311 16529 2932 134 107 2798 13597 531 13066 8985
internal_count=678013 17954 358 323 299 85 17596 643 597 481 382 316 66 99 266 179 16953 424 373 62 311 16529 2932 134 107 2798 13597 531 13066 8985
cat_boundaries=0 1 2 3
cat_threshold=2 2 2
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=31
num_cat=10
split_feature=12 13 11 13 6 12 12 9 13 12 12 13 5 13 1 14 1 12 14 14 11 12 14 12 8 12 11 13 0 6
split_gain=14026.4 241649 733486 755858 987357 780884 535173 479413 1.55268e+06 3.30274e+06 423707 410710 390958 368476 2.86085e+06 1.15742e+07 2.01881e+06 2.43849e+07 1.08425e+08 7.1775e+06 2.02799e+07 1.57802e+06 1.05077e+06 2.86934e+06 879966 657868 991084 1.67321e+06 1.92173e+06 3.27187e+06
threshold=15.500000000000002 0 2.5000000000000004 1 1.0000000180025095e-35 17.500000000000004 17.500000000000004 1.0000000180025095e-35 2 17.500000000000004 16.500000000000004 3 1.0000000180025095e-35 4 1.0000000180025095e-35 5 1.0000000180025095e-35 18.500000000000004 6 7 3.5000000000000004 19.500000000000004 8 27.500000000000004 1.0000000180025095e-35 18.500000000000004 3.5000000000000004 9 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 9 2 2 2 2 9 2 2 9 2 9 2 1 2 2 1 1 2 2 1 2 2 2 2 9 2 2
left_child=-1 10 7 4 -4 -6 12 -3 9 -9 11 -2 -5 16 -15 -16 22 18 -18 20 -19 -17 25 24 -24 26 -8 28 29 -28
right_child=1 2 3 6 5 -7 13 8 -10 -11 -12 -13 -14 14 15 21 17 19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0040285869765593462 2.7005308258649015 0.21791523302483135 -2.5625358106984089 -1.4774996790464372 -29.182342411590845 -4.8633692368217138 0.067316719184175214 28.55912265777588 0.12896879028631461 -2.8432798243833313 -0.010538688238696782 0.55634919464649968 8.7029587770763204 0.133122726135491 -59.106399669647217 31.430946814495584 185.28299544652305 21.433700536092122 -45.340384763352418 2.2086021177782986 -93.010443210601807 -2.6906127669594504 1.2857962247388324 35.155697165595164 21.609665640917694 0.02443549840277531 -37.587627786303322 -1.0287959184497595 -0.53196500338040875 -4.521667868630928
leaf_weight=626294 996 9028 121 5158 31 23 414 68 426 66 23101 8189 38 905 40 23 36 30 47 167 32 33 673 27 22 1594 63 246 65 57
leaf_count=626294 996 9028 121 5158 31 23 414 68 426 66 23101 8189 38 905 40 23 36 30 47 167 32 33 673 27 22 1594 63 246 65 57
internal_value=0 0.0501562 -0.228399 -0.834809 -7.17069 -18.8243 -0.711995 0.394027 3.2332 12.1831 0.217822 0.792405 -1.40305 0.0889844 -1.59214 -18.0222 0.57645 8.25225 54.689 -8.57854 -37.6342 11.3236 -0.179351 3.17169 1.92914 -1.17133 -3.42702 -6.78354 -13.6427 -21.8813
internal_weight=0 51719 19433 9845 175 54 9670 9588 560 134 32286 9185 5196 4474 1001 96 3473 312 83 229 62 56 3161 722 695 2439 845 431 185 120
internal_count=678013 51719 19433 9845 175 54 9670 9588 560 134 32286 9185 5196 4474 1001 96 3473 312 83 229 62 56 3161 722 695 2439 845 431 185 120
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=354591 576 1572864 257 1183744 2 2 2 2 1048576
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=31
num_cat=5
split_feature=11 14 13 8 12 12 12 12 6 13 2 13 12 12 2 12 12 12 12 12 8 6 8 12 13 12 12 12 12 12
split_gain=16190.6 189689 820990 978899 7.10275e+06 1.79002e+07 2.08881e+06 1.32426e+07 1.01065e+06 774832 2.63165e+06 6.53182e+06 1.74691e+07 5.68906e+07 2.20755e+06 2.32474e+06 3.19917e+07 1.30925e+06 1.14366e+06 1.03081e+06 4.39193e+07 1.85894e+06 1.60008e+06 7.42704e+06 1.08728e+06 1.69243e+06 3.3884e+06 972788 3.89837e+06 1.43855e+06
threshold=3.5000000000000004 0 1 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 13.500000000000002 14.500000000000002 1.0000000180025095e-35 2 1.0000000180025095e-35 3 6.5000000000000009 9.5000000000000018 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 2.5000000000000004 1.5000000000000002 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 4 15.500000000000002 14.500000000000002 12.500000000000002 11.500000000000002 7.5000000000000009
decision_type=2 1 9 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=-1 2 3 8 5 -5 -6 -8 -2 14 -11 12 -12 -14 19 17 -17 18 -16 22 21 -21 -3 -24 25 26 -23 28 29 -13
right_child=1 9 -4 4 6 -7 7 -9 -10 10 11 27 13 -15 15 16 -18 -19 -20 20 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0083190535140646154 0.065110717507940105 0.18280765398057006 0.27278608061605686 1.9205020623128926 2.3161048625791851 -90.428210306167614 -52.830827226825789 8.3910859866764245 -1.7434709080342037 -0.2570690186494885 23.916433525085452 -4.9228979331055776 -177.47970504760744 5.52664733419613 1.2915115300999132 98.290979887309831 -0.78410950269240998 -5.9966261662934954 21.758546504974365 -2.0009469942896194 113.41522507395064 2.1907712925502234 -2.6340406956130407 -57.975012954711922 -2.9132136183977129 -0.24146485386542904 23.146889702824581 6.799198624262444 -40.800803933320225 7.0578988273055465
leaf_weight=522892 15079 18897 73386 61 575 32 51 115 3886 38985 40 389 26 49 86 38 229 152 40 1201 35 175 809 25 150 206 138 104 27 135
leaf_count=522892 15079 18897 73386 61 575 32 51 115 3886 38985 40 389 26 49 86 38 229 152 40 1201 35 175 809 25 150 206 138 104 27 135
internal_value=0 0.0284692 0.118623 -0.452699 -3.80598 -29.8554 -0.536622 -10.4181 -0.305474 -0.107171 -0.37132 -6.16066 -27.0961 -57.9156 0.366266 6.65215 13.3165 0.251528 7.78898 0.208097 2.4295 0.352226 -0.00637565 -4.29294 4.57668 6.66902 11.4302 -2.04014 -3.74558 -1.83624
internal_weight=0 155121 93185 19799 834 93 741 166 18965 61936 39755 770 115 75 22181 545 267 278 126 21636 1905 1870 19731 834 669 519 313 655 551 524
internal_count=678013 155121 93185 19799 834 93 741 166 18965 61936 39755 770 115 75 22181 545 267 278 126 21636 1905 1870 19731 834 669 519 313 655 551 524
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 696576 713352 16 655488
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=31
num_cat=2
split_feature=11 12 1 6 12 0 7 12 12 10 12 2 12 3 12 10 14 4 12 14 3 8 12 3 12 12 12 12 12 0
split_gain=15506.5 121729 877149 122132 211909 226777 154836 116565 101909 565229 1.62283e+06 279412 148714 210694 154088 254365 203893 227460 510424 171472 333713 204534 162851 157479 230761 182883 279204 159244 445002 1.24512e+06
threshold=4.5000000000000009 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 11.500000000000002 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 0 1.0000000180025095e-35 2.5000000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 5.5000000000000009 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 -3 -6 -5 12 11 -11 -10 14 -14 16 19 17 -2 -19 20 21 -16 -18 27 -25 -26 -27 -24 29 -29
right_child=1 2 -4 7 6 -7 -8 -9 9 10 -12 -13 13 -15 15 -17 22 18 -20 -21 -22 -23 23 24 25 26 -28 28 -30 -31
leaf_value=0.0025781789686311202 -0.38319201884542781 9.7988386864011954 -16.954153355189732 -9.0018474400043491 -2.2823909941201026 -1.0749543133903952 6.8640185129074824 -0.5892496740818024 0.54301982010360317 28.328533281598773 -1.3380938282719366 -6.4190749740600586 -1.2557927494758727 1.8586898416600057 2.7223804522783333 -6.9200580018939393 -0.14840479218019786 -6.4362545989808586 13.181168619791666 -0.36877084040379793 10.137235485139442 -7.754221343994141 -1.9070363675631012 3.5533204007100383 -0.24783256804968287 8.0654553265638764 -2.1451121219368869 0.34928354350003332 -0.57466834144558765 17.030567474365235
leaf_weight=660059 9063 44 35 28 156 34 21 40 1469 28 54 60 1915 245 273 33 1991 21 36 182 61 20 260 493 473 71 43 176 569 60
leaf_count=660059 9063 44 35 28 156 34 21 40 1469 28 54 60 1915 245 273 33 1991 21 36 182 61 20 260 493 473 71 43 176 569 60
internal_value=0 -0.0916118 -1.91711 -0.287709 0.716439 5.05898 -1.19722 -4.05326 -0.0544711 0.703596 8.79197 0.269818 -0.130871 -0.90253 -0.0103076 1.60109 -0.079475 -0.343586 5.9537 2.12571 3.40818 2.00725 0.502898 1.10744 1.95831 0.61871 4.2141 0.244594 0.93953 4.59029
internal_weight=0 17954 358 323 255 78 177 68 17596 1611 82 1529 15985 2160 13825 569 13256 9120 57 536 354 293 4136 2145 1080 587 114 1065 805 236
internal_count=678013 17954 358 323 255 78 177 68 17596 1611 82 1529 15985 2160 13825 569 13256 9120 57 536 354 293 4136 2145 1080 587 114 1065 805 236
cat_boundaries=0 1 2
cat_threshold=2 2
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=31
num_cat=6
split_feature=11 12 13 3 12 3 13 12 13 12 11 12 12 13 12 1 12 12 14 0 6 7 6 2 14 12 12 12 12 12
split_gain=13978.3 180787 1.25711e+06 2.52586e+06 4.97404e+06 1.64853e+06 4.12931e+06 2.94551e+06 3.40995e+06 2.11749e+07 2.69998e+06 1.48587e+06 1.45329e+06 1.11302e+06 1.06184e+06 1.01219e+07 8.62424e+06 7.54539e+06 2.62789e+07 1.51478e+07 3.90519e+07 3.92146e+07 7.99483e+06 1.1319e+06 3.57056e+06 4.98701e+06 3.16756e+07 9.36294e+06 1.36539e+06 2.42734e+06
threshold=3.5000000000000004 5.5000000000000009 0 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1 7.5000000000000009 2 8.5000000000000018 4.5000000000000009 8.5000000000000018 9.5000000000000018 3 18.500000000000004 1.0000000180025095e-35 20.500000000000004 17.500000000000004 4 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5 12.500000000000002 11.500000000000002 7.5000000000000009 11.500000000000002 7.5000000000000009
decision_type=2 2 9 2 2 2 9 2 9 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2
left_child=-1 -2 3 -3 -5 13 7 10 9 -9 -7 -10 -13 14 17 -16 -17 23 19 20 21 -19 -20 -4 25 26 27 -25 29 -26
right_child=1 2 5 4 -6 6 -8 8 11 -11 -12 12 -14 -15 15 16 -18 18 22 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-0.0077449798646700447 -0.07340917424594634 -1.8869381141042461 0.51646174207851236 -3.7863968290131669 -56.423708475553077 10.538980419245814 -1.575322009177583 109.81710205078126 -5.893187763152584 -0.45200001053950367 -0.47805067544164959 8.8010553864408134 0.18848159863487743 -0.16373576256250411 1.0328466229231461 -91.611206540194431 -14.322771099635535 151.64873340863448 -59.453358248005749 -0.9359914408101665 -4.3440479339115212 1.2366925092843863 4.4952565137077789 47.595432323879663 -16.077802294354107 -6.1291357211577591 135.61733537153765 -13.469135661297535 -19.782882799421039 16.970361775937288
leaf_weight=522892 83605 835 13523 58 26 966 1987 21 310 102 289 242 1029 50834 575 22 42 52 46 77 63 26 34 36 43 78 22 83 49 46
leaf_count=522892 83605 835 13523 58 26 966 1987 21 310 102 289 242 1029 50834 575 22 42 52 46 77 63 26 34 36 43 78 22 83 49 46
internal_value=0 0.0264376 0.143162 -3.51154 -20.0789 0.191208 1.95179 4.31104 1.61794 16.9929 8.00199 0.312329 1.82833 0.0585989 0.820939 -3.16607 -40.8907 1.00121 16.7454 34.7346 54.2143 101.511 -32.2752 0.663188 6.22111 14.1598 25.3835 5.00418 -6.37732 1.00327
internal_weight=0 155121 71516 919 84 70597 4946 2959 1704 123 1255 1581 1271 65651 14817 639 64 14178 298 218 141 78 80 13880 357 219 141 119 138 89
internal_count=678013 155121 71516 919 84 70597 4946 2959 1704 123 1255 1581 1271 65651 14817 639 64 14178 298 218 141 78 80 13880 357 219 141 119 138 89
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=32 135311 4104 1060864 2 2
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=31
num_cat=10
split_feature=12 14 12 13 4 11 12 6 13 13 11 11 13 13 11 11 11 1 13 13 11 13 0 3 13 10 11 11 7 3
split_gain=14326.8 286462 1.42223e+06 1.85972e+06 5.51379e+06 5.68786e+06 1.3957e+06 4.31662e+06 9.62462e+06 7.2095e+06 3.17458e+06 1.24821e+07 1.57828e+07 5.4489e+06 2.32346e+07 3.43728e+06 1.83384e+06 2.30336e+06 2.3018e+06 1.93294e+06 4.1921e+06 1.24906e+07 6.89009e+06 7.57855e+06 6.57704e+06 5.30696e+06 3.09909e+06 5.88895e+06 4.84217e+06 3.04475e+06
threshold=4.5000000000000009 0 5.5000000000000009 1 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 2 3 1.0000000180025095e-35 1.5000000000000002 4 5 2.5000000000000004 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 6 7 2.5000000000000004 8 1.0000000180025095e-35 1.0000000180025095e-35 9 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 1 2 9 2 2 2 2 9 9 2 2 9 9 2 2 2 2 9 9 2 9 2 2 9 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 9 10 16 -9 12 -12 14 -13 -15 19 18 -18 20 24 22 23 -22 25 26 -3 28 -28 -23
right_child=1 6 -4 -5 5 -7 -8 8 -10 -11 11 13 -14 15 -16 -17 17 -19 -20 -21 21 29 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.017296770092966887 0.42482455927612223 -1.7892697298437135 -0.0094986953782338589 -1.4446804362043295 59.673100805282594 4.264170204509389 -0.01574975514927561 1.3509222927573008 -2.2980684712679702 -1.5658225474629102 33.609058958619507 58.539510305304283 -3.1015808186632525 -1.9616060382030049 1.5575551223754882 7.2817123487467228 10.898675496954667 19.261483135558013 -3.2216249156415331 2.2284480340882364 3.3567114809434195 -2.7454128754444613 52.748345788732756 39.889604870478315 -2.851075192005994 59.104719257354738 42.876195184065374 3.5932066155760083 -9.0380331906405367 -39.455727386474614
leaf_weight=281900 4349 133 194964 14867 32 44 162412 895 1970 9674 354 95 178 915 290 718 123 57 876 1789 139 117 77 96 628 24 98 149 22 28
leaf_count=281900 4349 133 194964 14867 32 44 162412 895 1970 9674 354 95 178 915 290 718 123 57 876 1789 139 117 77 96 628 24 98 149 22 28
internal_value=0 -0.0121974 -0.0905444 -0.909589 0.889453 27.5942 0.0801076 0.880744 3.27901 -0.0448875 6.45616 8.27331 21.8996 4.68104 15.2226 2.08971 3.32883 -0.290655 -1.40624 4.49715 7.12137 15.1677 25.9553 18.2808 3.70016 13.1169 10.6976 16.8714 33.3586 -9.19983
internal_weight=0 396113 214256 19292 4425 76 181857 19445 5415 14030 3445 2550 532 2018 385 1633 4356 1056 999 3300 1511 457 312 235 1054 426 402 269 120 145
internal_count=678013 396113 214256 19292 4425 76 181857 19445 5415 14030 3445 2550 532 2018 385 1633 4356 1056 999 3300 1511 457 312 235 1054 426 402 269 120 145
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2 3441346 1183760 617003 16 1048576 2080 25097 16385 8712
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=31
num_cat=8
split_feature=11 12 13 6 13 12 14 12 14 13 1 12 0 12 12 12 8 14 8 14 1 14 12 12 12 12 12 12 12 12
split_gain=14895.1 156949 775196 624121 2.67234e+06 1.20718e+06 6.75432e+06 1.50106e+07 886208 874069 2.61815e+06 3.53702e+06 1.41407e+06 1.94316e+06 9.4439e+06 901563 6.19473e+06 1.30236e+08 2.85724e+06 4.18464e+07 1.79099e+06 7.24547e+06 3.40833e+07 1.86686e+08 6.89214e+06 5.07019e+06 4.11357e+06 1.2704e+06 1.40433e+06 1.21806e+06
threshold=3.5000000000000004 13.500000000000002 0 1.0000000180025095e-35 1 16.500000000000004 2 17.500000000000004 3 4 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 17.500000000000004 18.500000000000004 14.500000000000002 1.0000000180025095e-35 5 1.0000000180025095e-35 6 1.0000000180025095e-35 7 18.500000000000004 17.500000000000004 16.500000000000004 18.500000000000004 16.500000000000004 17.500000000000004 18.500000000000004 19.500000000000004
decision_type=2 2 9 2 9 2 1 2 1 9 2 2 2 2 2 2 2 1 2 1 2 1 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 9 5 8 7 -7 -5 10 12 -12 -4 -14 -15 16 -11 -18 20 27 -17 22 23 24 -22 26 -23 -20 -29 -27
right_child=1 2 3 4 -6 6 -8 -9 -10 15 11 -13 13 14 -16 18 17 -19 19 -21 21 25 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.0079664387062656616 -0.0096224341629642732 -0.82080787197287597 0.25709408977104031 1.4302157241419744 0.78496321578876438 89.774920921940961 -10.813494679507087 -0.65625869578785379 11.981482413911472 0.15223866056772825 1.7142697461446126 -36.675316285789016 3.1452374128298572 42.528049396213731 -0.69280721043908844 -0.83922809526561459 -26.463442156865046 227.73567822265628 4.4191650836228282 -129.18496225145128 7.5738489614214224 -3.5072894574295392 -57.333130246400835 312.63874712857336 -50.401921239392514 32.769884713490804 -36.419267286103349 -27.810222665194807 0.28859048693076422 7.2251853778248751
leaf_weight=522892 136685 4610 956 190 3501 31 51 45 137 1894 60 40 708 76 151 5089 104 25 229 27 70 110 40 22 29 24 58 29 46 84
leaf_count=522892 136685 4610 956 190 3501 31 51 45 137 1894 60 40 708 76 151 5089 104 25 229 27 70 110 40 22 29 24 58 29 46 84
internal_value=0 0.0273193 0.301206 0.675425 1.73735 8.86898 17.3386 36.2301 5.85078 0.250629 2.11693 -13.6416 2.96146 5.72657 13.7776 -0.223322 1.59641 22.8 -0.852236 -9.87682 -0.311675 5.83184 22.6909 49.1452 -9.40895 -4.00263 -14.8698 0.71963 -10.5763 12.9018
internal_weight=0 155121 18436 13826 3955 454 127 76 327 9871 1991 100 1891 935 227 7880 2023 129 5857 331 5526 437 161 121 99 276 168 304 75 108
internal_count=678013 155121 18436 13826 3955 454 127 76 327 9871 1991 100 1891 935 227 7880 2023 129 5857 331 5526 437 161 121 99 276 168 304 75 108
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=33611 526336 2 2 4116 2 2 2
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=31
num_cat=8
split_feature=12 1 13 14 12 14 11 11 12 11 12 11 12 12 12 13 9 12 11 12 6 14 11 6 13 14 0 11 12 14
split_gain=16479.3 75129.3 461480 3.37959e+06 871170 490185 1.80089e+06 541072 359731 221848 144377 75861.5 71708.1 160457 56664.2 56049.8 229644 163076 542402 1.07175e+06 3.84706e+06 505903 306468 1.56291e+06 169592 190885 175952 132915 101940 99627.3
threshold=19.500000000000004 1.0000000180025095e-35 0 1 20.500000000000004 2 3.5000000000000004 3.5000000000000004 23.500000000000004 2.5000000000000004 20.500000000000004 1.5000000000000002 28.500000000000004 23.500000000000004 24.500000000000004 3 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 4 1.5000000000000002 1.0000000180025095e-35 5 6 1.0000000180025095e-35 1.5000000000000002 20.500000000000004 7
decision_type=2 2 9 1 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 9 1 2 2 2 1
left_child=-1 15 3 4 -3 6 -4 9 -9 10 11 -7 13 -12 -15 16 17 18 19 21 -21 -2 23 -20 25 -24 28 -18 -26 -17
right_child=1 2 5 -5 -6 7 -8 8 -10 -11 12 -13 -14 14 -16 29 27 -19 22 20 -22 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0019689348731729869 -6.4198370925311385 44.912006235122682 0.56907644106609989 -1.1166180660436442 17.151417596523579 -5.8756481373032861 -27.3343870767951 12.714985411331572 -2.3028962568803268 -4.2761392484108605 2.5659579994394921 -0.12028861727033342 5.1329877624511724 -4.9511117358540382 -0.22701402287329397 -0.038081254789803773 -2.2289834361523391 0.21879018859705435 -2.5811498965340101 -0.19712581330157342 -50.864572837136009 7.7098359394073483 -1.3482842112878959 23.887946872723603 -9.9932583078471104 3.3686994505659591 -0.7329698222957246 5.0861000078218481 -2.8225922846025036 0.76145555515919361
leaf_weight=666326 58 20 101 182 26 43 30 58 22 108 227 49 50 43 62 6490 32 978 87 47 22 45 450 30 55 106 73 111 31 2051
leaf_count=666326 58 20 101 182 26 43 30 58 22 108 227 49 50 43 62 6490 32 978 87 47 22 45 450 30 55 106 73 111 31 2051
internal_value=0 0.117814 0.937299 4.79392 29.2212 -0.229104 -5.82103 0.873995 8.58507 -0.185947 0.745996 -2.81029 1.60248 1.07078 -2.16164 0.0393688 -0.419059 -0.700263 -1.59552 -6.70752 -16.352 -0.246679 -0.538706 4.2058 -1.31508 -0.44107 -4.08661 3.44916 -7.40848 0.153736
internal_weight=0 11687 1021 228 46 793 131 662 80 582 474 92 382 332 105 10666 2125 1982 1004 172 69 103 832 117 715 556 159 143 86 8541
internal_count=678013 11687 1021 228 46 793 131 662 80 582 474 92 382 332 105 10666 2125 1982 1004 172 69 103 832 117 715 556 159 143 86 8541
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=139265 2 2 28737 2 20481 2 2
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=31
num_cat=9
split_feature=11 12 13 5 12 13 8 12 14 14 12 12 0 12 8 14 13 12 13 10 8 14 12 13 12 0 1 5 12 12
split_gain=14485.4 140345 625992 8.64827e+06 639615 1.45109e+06 6.00364e+06 4.03243e+07 4.67919e+06 2.05089e+06 1.83163e+06 3.11719e+06 2.85836e+06 1.51156e+06 2.00227e+06 3.54225e+06 1.02822e+06 1.01614e+06 935138 802116 610456 2.08578e+06 4.47602e+06 608002 1.011e+07 6.47209e+06 5.84121e+06 3.0566e+06 1.79062e+06 656359
threshold=1.0000000180025095e-35 8.5000000000000018 0 1.0000000180025095e-35 11.500000000000002 1 1.0000000180025095e-35 12.500000000000002 2 3 13.500000000000002 12.500000000000002 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 4 5 13.500000000000002 6 1.0000000180025095e-35 1.0000000180025095e-35 7 10.500000000000002 8 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 7.5000000000000009
decision_type=2 2 9 2 2 9 2 2 1 1 2 2 2 2 2 1 9 2 9 2 2 1 2 9 2 2 2 2 2 2
left_child=1 23 3 20 16 6 9 -8 -9 17 11 -11 -13 14 18 -16 -4 -6 -7 -12 -3 -22 -23 24 26 -26 -1 29 -29 -25
right_child=-2 2 4 -5 5 13 7 8 -10 10 19 12 -14 -15 15 -17 -18 -19 -20 -21 21 22 -24 27 25 -27 -28 28 -30 -31
leaf_value=-2.0217757366838911 -0.0061338794454255307 -1.147921929598041 -1.1553098263182262 -57.777091307551771 -4.0153967530430643 2.2376206530660889 138.91118253072102 -26.632194478924461 26.748557408650715 1.0656902791578557 0.8532680681919983 8.0907300443947321 28.219121859489231 0.031547682217108651 -29.619620281717051 4.5760036804057931 1.1028089517475024 0.54720975622000601 -2.2313505413834291 21.070072244107724 -14.327410097475406 -4.8121325131120356 56.681460945606233 0.033335339730018503 49.714275937840561 -3.591805585692911 38.943919123543637 -8.5579386416776693 -35.155004361470546 -1.1605658710952802
leaf_weight=1050 574056 1921 2373 27 699 531 24 52 24 316 1047 200 109 20654 69 54 13196 1618 3629 20 27 29 20 50874 69 34 36 162 30 5063
leaf_count=1050 574056 1921 2373 27 699 531 24 52 24 316 1047 200 109 20654 69 54 13196 1618 3629 20 27 29 20 50874 69 34 36 162 30 5063
internal_value=0 0.0344338 0.163242 -1.55256 0.241375 -0.0357795 1.70312 25.9096 -9.77511 1.10356 3.75033 8.04926 15.191 -0.32286 -2.03268 -14.6069 0.758597 -0.829252 -1.6609 1.23221 -0.800161 7.98996 20.2873 -0.0703758 2.15787 32.1181 -0.663797 -0.117941 -12.7137 -0.0747277
internal_weight=0 103957 46639 2024 44615 29046 4109 100 76 4009 1692 625 309 24937 4283 123 15569 2317 4160 1067 1997 76 49 57318 1189 103 1086 56129 192 55937
internal_count=678013 103957 46639 2024 44615 29046 4109 100 76 4009 1692 625 309 24937 4283 123 15569 2317 4160 1067 1997 76 49 57318 1189 103 1086 56129 192 55937
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=33057 1579200 2 2 2 1054916 212998 2 32
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=31
num_cat=5
split_feature=12 14 13 11 12 6 3 2 12 12 12 0 13 11 13 6 12 12 6 12 8 12 13 9 12 11 11 12 2 11
split_gain=13942.3 215726 1.14096e+06 1.187e+06 1.38668e+06 911916 841028 1.11537e+06 2.43785e+06 919070 771467 1.22727e+06 968292 884226 1.37599e+06 7.71089e+06 2.0859e+07 5.31535e+06 1.38438e+06 1.02028e+06 929230 1.62098e+06 818974 742348 4.73622e+06 4.18014e+06 8.17629e+06 732444 1.54637e+06 1.04522e+07
threshold=4.5000000000000009 0 1 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2 4.5000000000000009 3 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 4 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004
decision_type=2 1 9 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2
left_child=1 2 27 4 5 23 7 10 -9 -10 11 -5 -13 14 15 -12 -17 -18 20 22 -16 -22 -20 -4 25 26 -25 -1 -29 -30
right_child=-2 -3 3 6 -6 -7 -8 8 9 -11 13 12 -14 -15 18 16 17 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.15269191450363029 -0.012019747296759389 -0.064792586077416656 -0.021594838341827405 -2.9368648881284813 -1.3718413794694946 -1.98632733017105 -0.058034427941293647 1.9930457368565067 -23.808082332033102 -6.5537096944348567 0.19837828347003128 8.6189446044327624 -0.850817672698852 -0.43001047449243368 2.7398815501551628 46.056305517739816 -5.1827067015403445 20.471694179375969 -2.1501798481701715 0.10649915062307361 -7.399861768521875 9.7873305281547651 -12.634999225323018 -9.3373574456200004 -0.68993746036530379 -6.8823363283276571 52.902881911493118 0.77057954007506302 -1.9784007271256627 42.497470706000051
leaf_weight=37708 396113 150279 23040 950 13064 2356 21280 207 66 58 1245 189 239 1669 3231 151 277 114 209 877 221 73 120 32 573 40 62 23265 237 68
leaf_count=37708 396113 150279 23040 950 13064 2356 21280 207 66 58 1245 189 239 1669 3231 151 277 114 209 877 221 73 120 32 573 40 62 23265 237 68
internal_value=0 0.017076 0.11055 -0.16425 -0.530766 -0.109826 0.296158 1.0578 -4.64921 -15.7375 1.25529 -0.933748 3.51242 1.62374 2.14963 4.50732 14.4883 2.29709 1.24691 -1.67499 2.25012 -3.13229 -6.42383 0.0763469 3.26811 20.1932 31.7147 0.425959 0.863321 7.93753
internal_weight=0 281900 131621 70343 39167 26103 31176 9896 331 124 9565 1378 428 8187 6518 1787 542 391 4731 1206 3525 294 329 23747 707 134 94 61278 23570 305
internal_count=678013 281900 131621 70343 39167 26103 31176 9896 331 124 9565 1378 428 8187 6518 1787 542 391 4731 1206 3525 294 329 23747 707 134 94 61278 23570 305
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 2795696 1048584 7 1048576
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=31
num_cat=6
split_feature=12 11 13 3 1 12 12 7 12 12 13 9 12 14 8 12 14 12 3 14 12 6 0 12 10 12 1 0 13 6
split_gain=13548 65820.7 141539 161012 118357 536946 236602 100730 97104.6 264399 95260.8 193726 92685.2 123898 67384.3 85155.7 92380.2 58711.6 56687.3 75878.1 102476 52450.3 56029.9 59768.2 49291.8 52704.8 46125 68075.1 41979.9 114785
threshold=19.500000000000004 3.5000000000000004 0 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 24.500000000000004 1.0000000180025095e-35 21.500000000000004 23.500000000000004 1 1.0000000180025095e-35 28.500000000000004 2 1.0000000180025095e-35 20.500000000000004 3 25.500000000000004 1.0000000180025095e-35 4 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 22.500000000000004 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35
decision_type=2 2 9 2 2 2 2 2 2 2 9 2 2 1 2 2 1 2 2 1 2 2 2 2 2 2 2 2 9 2
left_child=-1 14 7 4 10 -6 -7 8 26 -10 11 12 13 17 18 -16 -17 21 28 20 -20 22 -4 -24 -12 -26 27 -3 -2 -30
right_child=1 2 3 -5 5 6 -8 -9 9 -11 24 -13 -14 -15 15 16 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0018126769699864554 0.19597336721769068 -2.1078193821012974 6.5337046212928245 -7.13832323891776 14.451825352871058 -2.2757303237915041 8.8609224756558742 -2.7306341421036495 16.757181939624605 2.4859278140699161 -0.005455005404561065 11.326049051284791 6.985110164642335 -2.9345090581311122 0.70020550754335198 -2.1591673322626064 -10.594671654701234 -2.0973083188456871 3.2254585511343823 -6.8697126459192352 -4.3227357593742575 -0.690528645386567 0.65264453603260553 6.6599737340753737 0.77951498031616218 -4.3936534554870041 6.183675003051758 5.118290606412021 0.079116299332686005 -1.3994188052868599
leaf_weight=666326 6672 32 43 28 33 93 24 21 21 34 1075 20 25 72 45 37 20 31 35 27 37 37 67 22 31 54 23 22 2328 678
leaf_count=666326 6672 32 43 28 33 93 24 21 21 34 1075 20 25 72 45 37 20 31 35 27 37 37 67 22 31 54 23 22 2328 678
internal_value=0 0.106795 0.661532 0.378134 0.509814 3.1862 0.00871128 3.47519 4.72575 7.93495 0.238008 1.74463 1.15816 0.622592 0.00527027 -2.5517 -5.11899 1.90315 0.0319462 -2.34881 -0.653475 2.63696 3.56967 2.1376 -0.187142 -2.50697 2.43346 0.836151 0.0562999 -0.253522
internal_weight=0 11687 1808 1655 1627 150 117 153 132 55 1477 317 297 272 9879 102 57 200 9777 99 72 169 132 89 1160 85 77 54 9678 3006
internal_count=678013 11687 1808 1655 1627 150 117 153 132 55 1477 317 297 272 9879 102 57 200 9777 99 72 169 132 89 1160 85 77 54 9678 3006
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=12424 1048576 2 2 2 862580
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=31
num_cat=9
split_feature=11 13 8 12 9 13 12 12 13 12 12 12 12 12 14 12 12 13 12 14 12 14 14 12 6 13 12 12 12 12
split_gain=12958.8 129154 1.06159e+06 162838 129024 213259 187138 157418 120161 195626 272413 135836 649641 761867 2.37316e+06 561124 146029 189906 146989 334444 191055 171776 124578 466460 117629 747870 749193 620527 727999 2.21365e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 1 2.5000000000000004 1.0000000180025095e-35 2 10.500000000000002 13.500000000000002 13.500000000000002 11.500000000000002 10.500000000000002 3 15.500000000000002 5.5000000000000009 4 4.5000000000000009 5 3.5000000000000004 6 7 14.500000000000002 1.0000000180025095e-35 8 20.500000000000004 1.5000000000000002 4.5000000000000009 6.5000000000000009
decision_type=2 9 2 2 2 9 2 2 9 2 2 2 2 2 1 2 2 9 2 1 2 1 1 2 2 9 2 2 2 2
left_child=1 2 3 -1 24 -6 7 -7 9 -8 -11 12 13 16 -15 22 17 18 19 20 -10 -20 -13 -24 -3 26 27 -26 -29 -30
right_child=-2 4 -4 -5 5 6 8 -9 11 10 -12 15 -14 14 -16 -17 -18 -19 21 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-2.7359549468466797 -0.0058294317366956103 0.13958055818597603 17.61119977140001 4.2035245462579445 -2.124131788154771 0.88834302854194913 0.487039609959251 -3.0529830865522118 7.8260012217930388 17.172001788616182 1.3697127843896548 2.2893701911537572 -3.8246322438639142 17.930729297838713 -2.2687200550635658 -1.4317128070233542 -0.95810842514150885 -2.8591667805687857 -0.0072162294387817377 -2.1270186992960238 0.60756196851854205 5.8486391836137912 0.88460263097009006 11.563656740922195 6.5424609272791869 -0.24886785544195905 -16.089023590087891 -2.665446149457638 10.013541084038069 0.59850790742514792
leaf_weight=557 574056 67755 28 36 657 139 95 374 70 20 24 211 460 95 150 418 1321 108 80 218 77 134 86 78 237 28079 24 409 292 1725
leaf_count=557 574056 67755 28 36 657 139 95 374 70 20 24 211 460 95 150 418 1321 108 80 218 77 134 86 78 237 28079 24 409 292 1725
internal_value=0 0.032541 -1.3938 -2.31467 0.0412435 -0.464199 -0.196334 -1.98506 0.0548736 2.83612 8.55257 -0.0633014 -0.400004 0.29921 5.56372 1.08782 -0.343123 0.839405 1.55187 0.358664 4.04491 3.65953 3.89626 5.96366 0.0659501 -0.0962039 1.49449 1.65857 1.18146 1.96152
internal_weight=0 103957 621 593 103336 4815 4158 513 3645 139 44 3506 2713 2253 245 793 2008 687 579 365 147 214 375 164 98521 30766 2687 2663 2426 2017
internal_count=678013 103957 621 593 103336 4815 4158 513 3645 139 44 3506 2713 2253 245 793 2008 687 579 365 147 214 375 164 98521 30766 2687 2663 2426 2017
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=128 1196037 2359330 2 530448 2 2 2 2232329
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=31
num_cat=8
split_feature=12 14 12 13 4 11 6 12 13 6 13 11 11 13 11 11 13 11 13 5 12 12 10 11 11 11 13 7 12 11
split_gain=11961.2 210387 1.15652e+06 1.66613e+06 1.92188e+07 1.33836e+06 1.41525e+07 1.13584e+06 3.51825e+06 2.85596e+06 5.98586e+06 6.37367e+06 1.70402e+07 4.49957e+06 1.882e+07 4.75871e+06 4.22409e+06 2.50411e+06 1.72655e+06 2.19558e+06 1.30582e+07 1.18353e+07 1.60201e+06 2.26531e+06 2.09362e+06 3.37097e+06 1.54437e+06 1.54161e+06 1.41363e+06 2.86638e+06
threshold=4.5000000000000009 0 5.5000000000000009 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 2 1.0000000180025095e-35 3 1.0000000180025095e-35 1.5000000000000002 4 2.5000000000000004 2.5000000000000004 5 3.5000000000000004 6 1.0000000180025095e-35 8.5000000000000018 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.5000000000000002 7 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004
decision_type=2 1 2 9 2 2 2 2 9 2 9 2 2 9 2 2 9 2 9 2 2 2 2 2 2 2 9 2 2 2
left_child=-1 2 3 4 5 6 -2 8 9 16 11 -11 -13 14 -14 -15 -3 -17 19 27 21 -21 -18 24 25 -24 -10 28 29 -9
right_child=1 7 -4 -5 -6 -7 -8 18 26 10 -12 12 13 15 -16 17 22 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.015785205053721905 -4.8510042482668219 -0.99853078236619541 -0.0052229087599334678 -1.0620556350754067 97.576408931187231 -0.058237856615653671 78.431694789886478 0.16180918647832601 -0.18794982161712648 0.034011171723350539 -1.6288320156354237 29.677817696236275 52.689135870682577 -5.1643541490607587 1.4054526532929519 16.423943793887187 3.0750003351215192 -6.7405693880716955 -0.18022612212619282 -6.2958433532714846 -4.8086026258712273 91.766470100730658 -4.498063619086083 38.236206488773739 -8.4244767746835389 30.889812147049682 -3.8040654672026144 -1.6254095146361722 0.4083429863362768 4.2815912232541562
leaf_weight=281900 111 4923 194964 18037 21 1098 25 3672 6240 813 1156 370 95 506 290 210 3142 60 130356 20 137 32 47 29 53 63 1448 2894 22174 3127
leaf_count=281900 111 4923 194964 18037 21 1098 25 3672 6240 813 1156 370 95 506 290 210 3142 60 130356 20 137 32 47 29 53 63 1448 2894 22174 3127
internal_value=0 -0.0111642 -0.0783068 -0.816889 2.69367 1.1008 10.4583 0.0679403 0.790208 1.877 4.27249 7.15927 10.9897 5.03401 13.7039 0.548894 0.863861 11.2763 -0.0185341 0.638845 11.3854 54.0502 3.60606 12.4844 7.90277 15.7695 -0.873086 0.575309 0.79513 2.05658
internal_weight=0 396113 214256 19292 1255 1234 136 181857 19445 11757 3500 2344 1531 1161 385 776 8257 270 162412 32056 189 52 3334 192 163 110 7688 31867 28973 6799
internal_count=678013 396113 214256 19292 1255 1234 136 181857 19445 11757 3500 2344 1531 1161 385 776 8257 270 162412 32056 189 52 3334 192 163 110 7688 31867 28973 6799
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2 2097856 1665594 1048592 1048576 1048592 164708 397441
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=31
num_cat=13
split_feature=7 13 11 13 12 12 12 12 11 14 12 13 12 11 14 13 14 11 11 14 12 13 11 12 11 14 14 13 12 14
split_gain=19691.5 111653 329132 786704 5.0282e+06 590121 1.86845e+06 939543 2.46664e+06 6.77531e+06 790977 2.75752e+06 5.30098e+06 6.40778e+06 1.01315e+06 701120 665008 577059 750524 761099 549678 1.23387e+06 807753 1.59103e+06 1.81393e+06 2.68702e+06 1.63161e+06 490262 672170 628285
threshold=1.0000000180025095e-35 0 2.5000000000000004 1 2.5000000000000004 14.500000000000002 13.500000000000002 15.500000000000002 1.0000000180025095e-35 2 11.500000000000002 3 12.500000000000002 1.5000000000000002 4 5 6 1.5000000000000002 1.0000000180025095e-35 7 1.5000000000000002 8 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 9 10 11 17.500000000000004 12
decision_type=2 9 2 9 2 2 2 2 2 1 2 9 2 2 1 9 1 2 2 1 2 9 2 2 2 1 1 9 2 1
left_child=-1 2 5 4 -4 6 10 8 9 -7 15 12 13 16 -15 -2 -12 18 -8 -20 21 -17 -23 -24 25 -25 -26 28 29 -9
right_child=1 -3 3 -5 -6 7 17 27 -10 -11 11 -13 -14 14 -16 20 -18 -19 19 -21 -22 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0049576709322565861 -3.0715629682421142 -0.095654157325184952 50.942842891941901 0.50544153161554328 -2.2625522359823571 -2.1074275984483606 -6.4053974061368777 24.091117981941469 -0.019112139940261841 37.335372427890178 -10.19480313947124 0.13307267700772274 -3.1704513751854333 53.637624565760291 29.423657989501955 -1.7070847374940641 13.193718185424807 -9.2568483667587156 -2.7466805258793618 14.551610997828043 -0.4407986476946737 0.33599644324609212 -0.52454778314127359 -5.7945102691650394 21.578873201211294 26.956273890114751 1.2046801237466698 -0.44723262135507702 -0.29584947760288532 2.2773574980056805
leaf_weight=624618 866 25024 23 12239 78 102 214 31 312 76 31 1233 118 48 27 737 20 268 67 41 9489 448 243 33 48 104 217 1170 65 23
leaf_count=624618 866 25024 23 12239 78 102 214 31 312 76 31 1233 118 48 27 737 20 268 67 41 9489 448 243 33 48 104 217 1170 65 23
internal_value=0 0.0583128 0.194081 0.582363 8.96582 -0.104681 -0.319039 1.6126 5.33993 14.7333 -0.081097 2.10438 11.5857 26.3244 44.9206 -0.346009 -1.02283 -5.82882 -2.97567 3.82026 -0.134649 1.45208 3.56527 5.86352 9.72496 19.0674 4.8951 0.195686 6.04631 14.8001
internal_weight=0 53395 28371 12340 101 16031 14252 1779 490 178 13662 1477 244 126 75 12185 51 590 322 108 11319 1830 1093 645 402 137 265 1289 119 54
internal_count=678013 53395 28371 12340 101 16031 14252 1779 490 178 13662 1477 244 126 75 12185 51 590 322 108 11319 1830 1093 645 402 137 265 1289 119 54
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1393118 262144 2 82304 2 262272 2 2 1065282 2 2 1048640 2
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=31
num_cat=15
split_feature=13 12 6 12 13 11 14 11 11 11 13 14 11 13 12 13 14 13 11 14 13 11 14 12 13 12 11 6 13 14
split_gain=16456.7 254830 817283 3.40619e+06 2.93048e+06 9.68737e+06 1.28869e+07 8.24867e+06 2.20667e+06 6.97626e+06 1.12585e+07 1.49387e+07 1.48686e+06 1.08499e+06 1.04e+06 1.56868e+06 877587 828707 761325 1.7637e+06 1.4827e+06 638195 2.09987e+06 2.70781e+06 1.26165e+06 598072 2.47671e+06 2.97996e+06 1.45256e+07 2.12847e+07
threshold=0 13.500000000000002 1.0000000180025095e-35 14.500000000000002 1 2.5000000000000004 2 1.5000000000000002 2.5000000000000004 3.5000000000000004 3 4 3.5000000000000004 5 16.500000000000004 6 7 8 1.5000000000000002 9 10 3.5000000000000004 11 15.500000000000002 12 12.500000000000002 1.5000000000000002 1.0000000180025095e-35 13 14
decision_type=9 2 2 2 9 2 1 2 2 2 9 1 2 9 2 9 1 9 2 1 9 2 1 2 9 2 2 2 9 1
left_child=1 25 -3 4 5 6 7 -4 13 10 11 -10 -7 16 15 18 -6 -11 19 20 -5 24 -23 -24 -20 -1 27 -27 29 -29
right_child=-2 2 3 14 8 12 -8 -9 9 17 -12 -13 -14 -15 -16 -17 -18 -19 21 -21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.020834550279966117 0.014243976639637227 -0.071069762855115931 2.3227203623453776 17.780448676102999 -8.3951709560945016 -5.2136758503160978 -1.7532593287778706 62.471173930921054 46.296020936129388 1.9969726438646191 -0.61850270040674149 -3.5027355071037043 6.3597051270445633 1.5554279774327742 -1.4457678712745978 -1.2253776818751814 0.79245078970746308 -5.0211506986113461 -1.3522757264945919 -1.0774341347984282 3.9381957789829798 -0.19738033145585795 20.52141846992987 -2.9540488017232795 5.5251805191252563 -1.2062794950583378 -0.11009805128306101 -72.36637098265858 0.10838431947465454 -1.3577609950098499
leaf_weight=260336 369672 26557 30 141 284 190 89 95 171 298 296 93 267 588 3385 1994 164 368 1029 227 200 371 139 76 349 1132 8865 82 438 87
leaf_count=260336 369672 26557 30 141 284 190 89 95 171 298 296 93 267 588 3385 1994 164 368 1029 227 200 371 139 76 349 1132 8865 82 438 87
internal_value=0 -0.0170427 0.22764 0.959183 3.86989 9.62679 27.329 48.0355 2.11028 4.99076 13.2171 27.7039 1.54802 -1.27811 -0.119962 0.871609 -4.92198 -1.92632 2.51792 5.75227 10.2987 1.59535 4.35963 12.2231 0.41983 -0.0508198 -0.78698 -4.23756 -9.89063 -33.811
internal_weight=0 308341 37401 10844 2933 671 214 125 2262 1226 560 264 457 1036 7911 4526 448 666 2532 568 341 1964 586 215 1378 270940 10604 1739 607 169
internal_count=678013 308341 37401 10844 2933 671 214 125 2262 1226 560 264 457 1036 7911 4526 448 666 2532 568 341 1964 586 215 1378 270940 10604 1739 607 169
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1254113 1048576 2 131072 2 131584 139424 2 129 2 131072 2 139264 131072 2
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=31
num_cat=12
split_feature=11 13 12 12 13 6 12 0 13 14 14 5 12 12 0 13 12 13 14 12 12 4 5 12 13 14 3 13 12 14
split_gain=17823.4 129726 364312 839222 1.03742e+06 2.63184e+06 476412 3.77968e+06 6.01559e+06 5.07025e+06 1.41458e+06 360767 1.86256e+06 1.14448e+07 318572 737364 451058 1.77527e+06 6.3278e+06 381036 399577 284013 275687 270299 261147 256010 242565 628431 508933 473994
threshold=1.0000000180025095e-35 0 6.5000000000000009 5.5000000000000009 1 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 2 3 4 1.0000000180025095e-35 8.5000000000000018 6.5000000000000009 1.0000000180025095e-35 5 9.5000000000000018 6 7 13.500000000000002 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 8 9 1.0000000180025095e-35 10 3.5000000000000004 11
decision_type=2 9 2 2 9 2 2 2 9 1 1 2 2 2 2 9 2 9 1 2 2 2 2 2 9 1 2 9 2 1
left_child=1 2 3 22 5 -5 7 24 9 -9 -10 26 13 -13 -8 19 17 18 -17 20 -16 -6 -1 -14 -4 -26 -3 28 -28 -30
right_child=-2 11 6 4 21 -7 14 8 10 -11 -12 12 23 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.25020858248817768 -0.0068521061112054643 0.014284793309788124 0.65810666297757348 -4.8200002554765682 -2.2702788365246973 -40.646956839928265 0.41945526921791576 54.118964059012278 -22.035212903703965 13.367239718967014 2.707287920222563 -4.643678328514099 -10.21575492990428 61.110397688547771 -3.9037299061789734 51.961391413211828 -0.38596667958481506 -2.2957799465591844 -1.839264656840891 -0.99177452363450114 -11.737594259396579 8.3217591212346012 -10.011789571827856 -0.15219838104141292 0.12262964397668839 -5.3900645610734159 0.10011017007594605 1.0610058540853489 -0.48182072517570368 -5.3025530650443642
leaf_weight=12302 574056 69210 420 97 961 26 6738 49 35 81 68 100 29 36 394 32 1445 175 69 396 78 26 29 335 144 203 2536 7125 430 388
leaf_count=12302 574056 69210 420 97 961 26 6738 49 35 81 68 100 29 36 394 32 1445 175 69 396 78 26 29 335 144 203 2536 7125 430 388
internal_value=0 0.0381476 -0.166998 -0.51024 -3.1439 -11.4614 0.279584 2.3539 13.5083 26.6755 -5.1959 0.0989613 2.77673 12.7618 0.0571844 -0.885643 0.319708 4.02585 13.8365 -3.24185 -5.19831 -1.97129 -0.273166 -0.953965 -1.0346 -3.01547 0.0821724 0.530545 -0.597709 -2.76843
internal_weight=0 103957 23768 13441 1110 123 10327 1000 233 130 103 80189 500 136 9327 2589 1721 276 101 868 472 987 12331 364 767 347 79689 10479 3354 818
internal_count=678013 103957 23768 13441 1110 123 10327 1000 233 130 103 80189 500 136 9327 2589 1721 276 101 868 472 987 12331 364 767 347 79689 10479 3354 818
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=2777995 138 139265 2 2 2105601 16520 2 147586 2 266340 2
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=31
num_cat=12
split_feature=7 12 13 12 12 13 11 14 11 13 11 11 12 13 13 13 11 12 12 11 12 13 13 14 14 12 13 11 11 11
split_gain=16929.5 98580.7 840831 1.77095e+06 2.06116e+06 1.56025e+06 3.20557e+06 2.24551e+06 1.04837e+06 774885 951139 1.34885e+06 470306 801389 722732 654401 1.02708e+06 759832 615641 607300 1.48129e+06 1.98542e+06 1.04801e+06 819559 488582 465463 1.69713e+06 1.33355e+07 1.48323e+06 1.62621e+06
threshold=1.0000000180025095e-35 9.5000000000000018 0 12.500000000000002 11.500000000000002 1 3.5000000000000004 2 2.5000000000000004 3 1.5000000000000002 1.0000000180025095e-35 12.500000000000002 4 5 6 1.0000000180025095e-35 11.500000000000002 16.500000000000004 3.5000000000000004 10.500000000000002 7 8 9 10 13.500000000000002 11 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004
decision_type=2 2 9 2 2 9 2 1 2 9 2 2 2 9 9 9 2 2 2 2 2 9 9 1 1 2 9 2 2 2
left_child=-1 -2 3 4 9 6 -6 -7 -9 10 11 -3 13 -4 18 16 -15 19 -14 -17 22 23 -21 -22 -19 26 27 -16 -28 -30
right_child=1 2 12 -5 5 7 -8 8 -10 -11 -12 -13 14 15 25 17 -18 24 -20 20 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0045781258252866911 0.15295702984935317 1.6835575285412017 -4.6253462838602593 -1.1270487142366838 34.833574016674149 -4.2025815180728312 -3.0468330144882203 35.795170842684236 7.9090331350054059 0.14538713250049326 3.1412872214066354 35.75849349682148 -2.3267208685119742 12.153164080056278 68.921304321289071 -0.97529261573094583 0.77315068702175194 -4.0399442377729695 1.2898517462164627 3.6087984154301305 6.4924683270829453 -2.3029068874020884 -4.7115423988749958 16.936873189291131 -0.79568751176793628 0.22887297616063154 7.959568508592735 -3.0567853943914431 -2.9578012489811067 5.9106950584878319
leaf_weight=624618 34911 21 536 947 74 95 32 26 28 506 95 26 1749 88 33 3250 803 1104 644 238 178 193 383 130 801 5079 251 117 775 282
leaf_count=624618 34911 21 536 947 74 95 32 26 28 506 95 26 1749 88 33 3250 803 1104 644 238 178 193 383 130 801 5079 251 117 775 282
internal_value=0 0.0540875 -0.132649 1.88402 5.06266 12.6787 21.3809 4.73511 21.3357 2.06561 8.31249 20.5335 -0.357856 -0.93055 0.135813 -0.64691 1.87605 -1.00745 -1.3478 -0.282798 1.72309 5.76839 -1.54051 10.558 -2.67582 0.679941 2.25592 11.9797 1.04125 -0.59175
internal_weight=0 53395 18484 1850 903 255 106 149 54 648 142 47 16634 7704 8930 7168 891 6277 2393 4372 1122 501 621 308 1905 6537 1458 150 1308 1057
internal_count=678013 53395 18484 1850 903 255 106 149 54 648 142 47 16634 7704 8930 7168 891 6277 2393 4372 1122 501 621 308 1905 6537 1458 150 1308 1057
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=98476 128 2 32776 2048 1839362 803074 1183744 4097 2 2 2048
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=31
num_cat=7
split_feature=12 11 13 3 1 12 12 12 12 13 9 0 8 12 14 12 13 14 6 13 12 0 0 10 14 12 12 12 12 0
split_gain=15907.5 53662.5 114925 130957 95017.2 435188 192130 92800.8 120397 78019.8 137309 64688.2 55548.3 68898.8 74653 50138.5 74001.1 84754.5 77959.9 49677.7 125133 298739 141903 155276 110188 86964.7 73870.1 47579.7 47323.3 59617.6
threshold=19.500000000000004 3.5000000000000004 0 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 24.500000000000004 22.500000000000004 20.500000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 2 20.500000000000004 3 4 1.0000000180025095e-35 5 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6 21.500000000000004 22.500000000000004 22.500000000000004 21.500000000000004 1.0000000180025095e-35
decision_type=2 2 9 2 2 2 2 2 2 9 2 2 2 2 1 2 9 1 2 9 2 2 2 2 1 2 2 2 2 2
left_child=-1 12 7 4 9 -6 -7 8 -3 10 28 -9 -2 -14 -15 16 18 -18 -11 25 21 -21 23 24 -22 -17 -27 -24 -4 -30
right_child=1 2 3 -5 5 6 -8 11 -10 15 -12 -13 13 14 -16 19 17 -19 -20 20 22 -23 27 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0020024636559508673 0.048233891937318168 2.3117559109415331 1.8248676681518554 -6.4176868098122739 13.019939733996535 -2.0413628444876721 7.9942332188288381 -2.4043601796858844 9.5485071769127483 -1.1501314722258469 7.0444143521158331 4.4784199194474654 0.62752088387807214 -1.9460970247114027 -9.5291697517037388 -5.5682173979909804 -1.7651565215550364 -7.5190445989370351 3.6070598619324823 -0.59814947893843051 1.1169116231871816 8.9757040127840906 -7.0183801310403018 -4.4810914561318027 7.7025568896326524 4.6382194555722753 -1.4973589961230755 -2.1308073847190196 1.3628202457888789 -1.8299885815122854
leaf_weight=666326 9777 56 225 28 33 93 24 36 39 116 38 22 45 37 20 38 128 32 49 80 205 55 28 45 29 26 80 69 119 115
leaf_count=666326 9777 56 225 28 33 93 24 36 39 116 38 22 45 37 20 38 128 32 49 80 205 55 28 45 29 26 80 69 119 115
internal_value=0 0.115684 0.616573 0.360928 0.479803 2.87782 0.017221 3.15226 5.28263 0.236268 1.24262 0.20635 0.0240138 -2.29755 -4.60682 -0.283882 -1.30221 -2.74441 0.247604 0.217063 0.677473 3.30231 -0.246937 0.898537 1.93308 -1.36875 0.00759421 -3.54165 0.789373 -0.206295
internal_weight=0 11687 1808 1655 1627 150 117 153 95 1477 497 58 9879 102 57 980 325 160 165 655 511 135 376 279 234 144 106 97 459 234
internal_count=678013 11687 1808 1655 1627 150 117 153 95 1477 497 58 9879 102 57 980 325 160 165 655 511 135 376 279 234 144 106 97 459 234
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=12424 1607680 2 17 2 16 2
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=31
num_cat=15
split_feature=13 12 6 12 13 11 14 11 11 11 13 14 11 13 13 12 13 14 11 14 14 11 13 13 13 1 11 14 12 12
split_gain=14107.9 187127 609664 2.56443e+06 2.5163e+06 7.84661e+06 1.04384e+07 6.68168e+06 1.87927e+06 5.54376e+06 9.30691e+06 1.21003e+07 1.20435e+06 1.08726e+06 782203 1.1556e+06 675753 537299 533126 2.44233e+06 888923 581542 1.90989e+06 529852 504852 1.06522e+06 3.70843e+06 3.45079e+07 1.95032e+08 7.78598e+06
threshold=0 13.500000000000002 1.0000000180025095e-35 14.500000000000002 1 2.5000000000000004 2 1.5000000000000002 2.5000000000000004 3.5000000000000004 3 4 3.5000000000000004 5 6 15.500000000000002 7 8 3.5000000000000004 9 10 1.5000000000000002 11 12 13 1.0000000180025095e-35 3.5000000000000004 14 17.500000000000004 18.500000000000004
decision_type=9 2 2 2 9 2 1 2 2 2 9 1 2 9 9 2 9 1 2 1 1 2 9 9 9 2 2 1 2 2
left_child=1 -1 24 4 5 6 7 -4 13 10 11 -10 -7 -6 -5 18 -11 -15 20 -20 21 22 -16 -22 25 -3 -27 28 -28 -29
right_child=-2 2 3 14 8 12 -8 -9 9 16 -12 -13 -14 17 15 -17 -18 -19 19 -21 23 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.042893057838792027 0.013883762386232566 -1.0362667898374993 2.0907350921630861 -1.2790130850418802 2.0567752427068249 -4.690966005827252 -1.576803743169549 56.225385999177632 41.667743169773395 -4.7911979609710782 -0.67931218330676746 -3.1511185164092694 5.7250781227140397 -6.7304261222439523 17.713422854311833 -0.42279525593732914 1.4717714708664515 -0.47735400644938153 -0.20975020478983397 15.906248299592461 -5.1439258837918622 2.1113084637600443 0.13085708260536194 1.2186437870289113 0.22522706805595047 -2.0277600059731093 -40.237653520372184 -27.042394800006221 335.07055328369142 17.346757773747523
leaf_weight=286659 352531 7854 30 3335 512 190 89 95 171 339 302 93 267 353 101 3202 336 225 244 153 208 552 150 323 18984 481 45 106 20 63
leaf_count=286659 352531 7854 30 3335 512 190 89 95 171 339 302 93 267 353 101 3202 336 225 244 153 208 552 150 323 18984 481 45 106 20 63
internal_value=0 -0.0149886 0.191047 0.810664 3.31405 8.66536 24.5972 43.2331 1.72904 4.39749 11.6964 24.9348 1.39456 -1.29322 -0.0982838 0.701131 -1.72281 -4.22321 2.78422 6.0012 1.82684 3.92599 7.91684 -1.34758 -0.0623947 -0.699047 2.99541 13.3208 75.2418 -10.495
internal_weight=0 325482 38823 11270 3002 671 214 125 2331 1241 566 264 457 1090 8268 4933 675 578 1731 397 1334 803 251 531 27553 8569 715 234 65 169
internal_count=678013 325482 38823 11270 3002 671 214 125 2331 1241 566 264 457 1090 8268 4933 675 578 1731 397 1334 803 251 531 27553 8569 715 234 65 169
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1286881 1048576 2 131072 2 73921 1049153 131072 2 2 2 131072 131072 1048704 2
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=31
num_cat=12
split_feature=7 13 12 12 11 11 13 14 14 13 14 11 14 13 11 11 13 12 11 13 12 12 12 14 13 12 12 11 12 12
split_gain=14912.3 93880.9 278509 1.67348e+06 2.87509e+06 7.99636e+06 1.60794e+07 5.09516e+07 1.1462e+07 2.82969e+06 2.64624e+06 2.14225e+06 1.41814e+06 1.08786e+06 799848 1.39308e+06 1.1006e+06 974945 729644 477393 890540 1.26735e+06 612259 424980 1.9318e+06 1.25062e+06 3.19477e+06 2.63588e+06 1.03088e+06 4.56099e+06
threshold=1.0000000180025095e-35 0 5.5000000000000009 6.5000000000000009 3.5000000000000004 2.5000000000000004 1 2 3 4 5 1.5000000000000002 6 7 3.5000000000000004 2.5000000000000004 8 7.5000000000000009 1.5000000000000002 9 11.500000000000002 9.5000000000000018 10.500000000000002 10 11 8.5000000000000018 9.5000000000000018 1.5000000000000002 14.500000000000002 12.500000000000002
decision_type=2 9 2 2 2 2 9 1 1 9 1 2 1 9 2 2 9 2 2 9 2 2 2 1 9 2 2 2 2 2
left_child=-1 -2 -3 4 5 9 7 -7 -8 10 11 -4 18 -6 15 23 17 -17 -11 20 21 -16 -23 24 25 -5 27 -27 29 -28
right_child=1 2 3 14 13 6 8 -9 -10 12 -12 -13 -14 -15 19 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0042987794802675913 0.16848876228435838 -0.49087792794560392 -4.4647736231486004 -3.5098353527416695 -5.8627539729800322 123.72132631697747 -24.194028237786625 -0.12697363006934692 24.193718374151935 -4.9442291386922204 0.02015493635147337 26.715137513861603 -2.6527595443287115 4.9655648460683901 3.9373070652045095 -13.249225430225763 -0.93496142183808062 -3.9398069059304177 -23.798071729219878 0.71707042344890048 -2.1269434193770094 36.417691984630771 13.651176678692853 -0.73317066502899031 -1.6907234043347543 -1.9433807835434422 -0.34253154423859744 32.186476140552102 -0.35550732163049409 16.631889590499849
leaf_weight=624618 29851 10232 30 214 341 53 101 89 95 30 252 83 174 119 103 127 1766 985 65 3465 96 21 27 2472 1337 33 444 72 472 246
leaf_count=624618 29851 10232 30 214 341 53 101 89 95 30 252 83 174 119 103 127 1766 985 65 3465 96 21 27 2472 1337 33 444 72 472 246
internal_value=0 0.050761 -0.0985336 0.20296 3.43239 6.51486 18.9371 43.0653 -0.704823 -0.107712 5.56931 18.4373 -7.7304 -3.08102 -0.186311 -0.739459 -2.51003 -4.95843 -17.8442 1.03085 5.19342 10.1914 23.6115 0.223809 1.06329 3.53706 4.75521 21.4599 3.24575 5.70922
internal_weight=0 53395 23544 13312 1432 972 338 142 196 634 365 113 269 460 11880 8168 2878 1112 95 3712 247 151 48 5290 2818 1481 1267 105 1162 690
internal_count=678013 53395 23544 13312 1432 972 338 142 196 634 365 113 269 460 11880 8168 2878 1112 95 3712 247 151 48 5290 2818 1481 1267 105 1162 690
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1647070 131072 2 2 22528 2 2 133121 131072 4096 2 2263072
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=31
num_cat=9
split_feature=12 13 12 11 13 6 9 11 12 13 12 12 14 12 12 13 1 14 12 11 1 12 12 14 14 11 14 11 11 12
split_gain=14462.3 206528 466459 454325 647032 733686 646070 1.14236e+06 2.31036e+06 2.43058e+06 638926 566381 393135 5.48757e+06 380318 451862 1.90304e+06 1.03488e+07 5.21546e+06 644469 407364 4.39017e+06 9.00473e+06 5.53317e+07 5.5204e+06 4.74501e+06 4.48796e+06 1.05431e+07 408150 388867
threshold=15.500000000000002 0 16.500000000000004 2.5000000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 17.500000000000004 2 17.500000000000004 16.500000000000004 3 16.500000000000004 16.500000000000004 4 1.0000000180025095e-35 5 18.500000000000004 3.5000000000000004 1.0000000180025095e-35 18.500000000000004 17.500000000000004 6 7 3.5000000000000004 8 3.5000000000000004 3.5000000000000004 23.500000000000004
decision_type=2 9 2 2 9 2 2 2 2 9 2 2 1 2 2 9 2 1 2 2 2 2 2 1 1 2 1 2 2 2
left_child=-1 2 -2 6 5 -5 -3 -8 9 11 -7 -9 13 -11 -6 20 -17 18 -18 -19 -16 22 24 -24 25 -22 27 -23 -28 -30
right_child=1 3 -4 4 14 10 7 8 -10 12 -12 -13 -14 -15 15 16 17 19 -20 -21 21 26 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0041673097587949914 0.86372715178829651 0.08192098480853921 -0.024186045868349468 -2.541693888321396 -1.3842950113642503 -25.929042237804783 -2.090988416836514 -4.9228177958521355 -1.0297260820034255 45.054151703590577 -3.9313386419545049 10.12294658314098 34.95861953496933 -9.6362952470779426 0.075606565650394336 -0.5443524375302452 -82.786988769531263 -2.5615377508676969 -14.274840247631074 13.339093482971192 0.48124295552571622 13.570995773807651 128.38552073428505 -34.677665644106661 14.760598574186625 -57.885476684570314 -2.2917805610762705 -67.063442650963282 11.779467056537499 -4.1019866580054876
leaf_weight=626294 8241 10650 20977 121 3535 31 246 58 205 43 23 44 32 32 5134 1750 25 52 20 50 30 31 38 46 76 26 90 34 58 21
leaf_count=626294 8241 10650 20977 121 3535 31 246 58 205 43 23 44 32 32 5134 1750 25 52 20 50 30 31 38 46 76 26 90 34 58 21
internal_value=0 0.050853 0.226174 -0.176827 -0.628636 -6.49603 0.270072 3.30614 6.51313 13.9116 -16.5596 1.42756 23.4841 21.7196 -0.52905 -0.125628 -1.45466 -12.3906 -52.3371 5.23289 0.327889 3.21344 13.494 39.089 -2.79378 -26.6176 -6.27628 -28.607 2.31247 7.55781
internal_weight=0 51719 29218 22501 11191 175 11310 660 414 209 54 102 107 75 11016 7481 1897 147 45 102 5584 450 216 84 132 56 234 65 169 79
internal_count=678013 51719 29218 22501 11191 175 11310 660 414 209 54 102 107 75 11016 7481 1897 147 45 102 5584 450 216 84 132 56 234 65 169 79
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=385311 576 135232 2 1181696 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=31
num_cat=8
split_feature=12 14 12 13 6 13 11 11 13 11 3 13 11 11 11 10 9 13 11 11 11 11 13 5 11 11 11 0 13 7
split_gain=14309.1 197575 930911 2.95319e+06 2.21422e+06 4.97538e+06 5.16701e+06 1.37993e+07 3.17301e+06 1.60254e+06 1.5291e+06 1.03158e+07 5.95062e+06 7.07392e+06 3.5889e+06 1.85344e+06 1.83577e+06 3.89391e+06 3.68382e+06 5.72764e+06 1.67477e+06 2.13543e+06 1.4546e+06 1.74151e+06 1.22305e+07 1.29076e+06 2.9337e+06 5.57543e+06 4.67606e+06 1.19376e+06
threshold=4.5000000000000009 0 5.5000000000000009 1 1.0000000180025095e-35 2 1.0000000180025095e-35 1.5000000000000002 3 1.0000000180025095e-35 1.0000000180025095e-35 4 2.5000000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5 1.5000000000000002 2.5000000000000004 3.5000000000000004 2.5000000000000004 6 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 7 1.0000000180025095e-35
decision_type=2 1 2 9 2 9 2 2 9 2 2 9 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 9 2
left_child=-1 -2 3 4 8 6 -6 -8 25 -10 15 -12 13 -13 -14 16 -11 -18 -19 -20 21 -17 23 29 -25 -3 27 -27 -29 -4
right_child=1 2 22 -5 5 -7 7 -9 9 10 11 12 14 -15 -16 20 17 18 19 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.017247317514870925 -0.077294873227118796 -1.7255943122659496 0.72639035582968658 -0.96163528559054245 0.028753214480692169 -1.228112919751863 26.710309126570419 4.5335235584203177 -1.5287064312541554 1.2079955319613596 -2.8766162245065576 45.32399406433106 61.397192660832815 -5.1824134012858076 13.258966645740328 19.155997694932022 -2.1026790145755743 -10.727535665602913 62.429390046654682 8.8979917575151486 35.980965968540737 -7.8934865829792429 -0.16226944875626181 58.491973969267633 -3.2286082155599787 -0.19885445446525207 -2.0469269909407126 21.861369346169866 -1.8237975765677061 -1.4036255328607719
leaf_weight=281900 214256 3652 28973 6801 813 1320 370 1161 531 1588 288 44 59 75 21 77 119 21 41 39 28 47 130356 41 148 716 1246 262 126 2894
leaf_count=281900 214256 3652 28973 6801 813 1320 370 1161 531 1588 288 44 59 75 21 77 119 21 41 39 28 47 130356 41 148 716 1246 262 126 2894
internal_value=0 -0.0122287 0.0644295 0.718304 1.62139 3.69438 6.44419 9.89303 0.777382 3.43954 4.53171 9.54664 26.3466 13.4922 48.7609 3.28566 2.39403 10.955 24.1563 36.3328 13.8913 8.90337 -0.0138565 0.589533 10.1605 -0.548314 1.2789 5.0325 14.6862 0.532953
internal_weight=0 396113 181857 19445 12644 3664 2344 1531 8980 2978 2447 487 199 119 80 1960 1808 220 101 80 152 124 162412 32056 189 6002 2350 1104 388 31867
internal_count=678013 396113 181857 19445 12644 3664 2344 1531 8980 2978 2447 487 199 119 80 1960 1808 220 101 80 152 124 162412 32056 189 6002 2350 1104 388 31867
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2 1665563 1048592 1048595 591880 18432 164708 17
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=31
num_cat=11
split_feature=7 12 13 12 12 13 11 14 11 13 12 11 11 12 13 11 12 14 11 13 13 12 12 11 13 14 13 11 11 12
split_gain=22803.3 76637.6 682100 1.44579e+06 1.66774e+06 1.2542e+06 2.59624e+06 1.83198e+06 848075 635696 992375 1.78156e+06 457423 360670 646015 841372 560917 614062 551372 527488 513471 491350 448244 1.19274e+06 1.59069e+06 666349 517561 459319 410006 380895
threshold=1.0000000180025095e-35 9.5000000000000018 0 12.500000000000002 11.500000000000002 1 3.5000000000000004 2 2.5000000000000004 3 10.500000000000002 3.5000000000000004 3.5000000000000004 12.500000000000002 4 1.0000000180025095e-35 11.500000000000002 5 1.5000000000000002 6 7 16.500000000000004 10.500000000000002 3.5000000000000004 8 9 10 2.5000000000000004 1.5000000000000002 16.500000000000004
decision_type=2 2 9 2 2 9 2 1 2 9 2 2 2 2 9 2 2 1 2 9 9 2 2 2 9 1 9 2 2 2
left_child=-1 -2 3 4 9 6 -6 -7 -9 10 -3 -12 -5 14 15 -4 20 18 -18 29 -16 -21 26 -24 25 -25 27 -22 -28 -15
right_child=1 2 13 12 5 7 -8 8 -10 -11 11 -13 -14 19 16 -17 17 -19 -20 21 22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0053192328380831794 0.14994130589914986 1.4335701646475956 11.016916346549989 -2.311628160642726 31.349791119549725 -3.7670827965987357 -2.7407866716384888 32.305186535761912 7.2239894866943359 0.15066549713297409 36.267977973393037 0.26647039342809609 2.6937452050054125 1.1094748800645704 -4.0841606708283127 0.71699864300220728 -7.7950979352412748 -0.48102374741558657 -2.7746659666558973 -1.9835680099856994 0.5885623669806328 1.2284998515652399 -0.55004926013306321 5.717010752002845 -2.120036134461464 15.134701162484976 -2.7122374825728568 -6.5124457904726372 0.46922341225828446 -0.55071993056806112
leaf_weight=624618 34911 87 88 700 74 95 32 26 28 506 28 27 247 4497 366 803 287 868 920 1789 131 649 1471 178 193 130 570 299 1400 1995
leaf_count=624618 34911 87 88 700 74 95 32 26 28 506 28 27 247 4497 366 803 287 868 920 1789 131 649 1471 178 193 130 570 299 1400 1995
internal_value=0 0.0627672 -0.10188 1.71446 4.58657 11.4373 19.2429 4.30399 19.3001 1.89068 7.54881 18.5945 -1.00611 -0.304737 -0.80625 1.71503 -1.13683 -2.5096 -3.96842 0.127583 -0.538028 -1.1239 -0.231295 0.885218 5.09934 9.38723 -1.14966 -4.25027 -0.449022 0.598373
internal_weight=0 53395 18484 1850 903 255 106 149 54 648 142 55 947 16634 7704 891 6813 2075 1207 8930 4738 2438 4372 1972 501 308 2400 430 1970 6492
internal_count=678013 53395 18484 1850 903 255 106 149 54 648 142 55 947 16634 7704 891 6813 2075 1207 8930 4738 2438 4372 1972 501 308 2400 430 1970 6492
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=98476 128 2 32776 803074 2 158289 2048 1183744 2 131072
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=31
num_cat=7
split_feature=13 12 12 8 11 14 7 11 11 14 10 12 11 11 8 14 12 2 14 11 11 14 6 11 9 11 13 9 11 1
split_gain=18721.6 388661 649766 2.66877e+06 6.32614e+07 5.76767e+07 1.31566e+06 2.78226e+06 6.43925e+06 6.21905e+06 700662 2.42312e+06 6.40434e+06 9.54182e+06 606563 1.40129e+07 2.43668e+07 597174 2.23222e+06 5.24312e+06 896528 3.46653e+06 2.81722e+06 9.80559e+06 2.69175e+06 4.81769e+06 1.48153e+06 513794 454485 448194
threshold=0 13.500000000000002 14.500000000000002 1.0000000180025095e-35 3.5000000000000004 1 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 2 1.0000000180025095e-35 15.500000000000002 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 3 16.500000000000004 1.0000000180025095e-35 4 2.5000000000000004 2.5000000000000004 5 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 6 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35
decision_type=9 2 2 2 2 1 2 2 2 1 2 2 2 2 2 1 2 2 1 2 2 1 2 2 2 2 9 2 2 2
left_child=1 -1 3 6 5 -5 17 8 -8 -10 14 12 -12 -14 -4 -16 -17 20 -19 -20 26 22 24 -24 -22 -26 -3 -23 -9 -28
right_child=-2 2 10 4 -6 -7 7 28 9 -11 11 -13 13 -15 15 16 -18 18 19 -21 21 27 23 -25 25 -27 29 -29 -30 -31
leaf_value=-0.097286324086883411 0.008851943217831738 -3.5132439909458726 0.023744052003636874 10.086150213839517 96.073162138462067 -135.02269452776227 -5.4312992324989837 3.4805094485189403 45.277318842617085 -6.7922191441059114 -3.0867191257147955 -1.0422023817680885 64.799616054958776 -1.4745485504468283 2.9114949226933859 -114.92692790853567 9.8490904190961057 -2.8362136369340876 51.52083158493042 -12.413448930823286 -0.52038157162290344 -3.2548782107485552 24.720780374936247 -3.9086132485291056 -9.1340648748935802 37.172578189058122 1.0244825454724331 -15.670540095738003 -5.5311108892963787 12.83393188389865
leaf_weight=127736 528922 1256 14829 126 64 35 89 102 81 32 116 414 45 42 430 29 34 89 29 23 799 699 247 232 39 53 1229 35 124 33
leaf_count=127736 528922 1256 14829 126 64 35 89 102 81 32 116 414 45 42 430 29 34 89 29 23 799 699 247 232 39 53 1229 35 124 33
internal_value=0 -0.0312676 0.363612 1.30989 11.9722 -21.4593 0.847743 6.1586 14.6868 30.532 0.0420699 3.34606 12.2955 32.8052 -0.0909782 -3.54172 -47.5875 0.370513 6.78136 23.2422 0.174942 1.69855 4.66961 10.8544 1.34471 17.5426 -1.09816 -3.84691 -1.46392 1.32281
internal_weight=0 149091 21355 5416 225 161 5191 428 202 113 15939 617 203 87 15322 493 63 4763 141 52 4622 2104 1370 479 891 92 2518 734 226 1262
internal_count=678013 149091 21355 5416 225 161 5191 428 202 113 15939 617 203 87 15322 493 63 4763 141 52 4622 2104 1370 479 891 92 2518 734 226 1262
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=238176 2 2 2 2 2 131584
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=31
num_cat=7
split_feature=11 13 12 5 12 12 4 8 12 8 2 12 3 13 12 13 12 12 12 14 12 14 12 12 12 12 12 13 14 12
split_gain=19581.5 127478 239386 709267 264885 233492 798659 360584 277270 232485 231315 583848 179996 606766 419189 445850 643652 686906 594536 1.47992e+06 822825 987528 4.48274e+06 1.60169e+06 474151 436139 380411 906346 2.68352e+06 363997
threshold=1.0000000180025095e-35 0 8.5000000000000018 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 1 12.500000000000002 2 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 3 2.5000000000000004 4 1.5000000000000002 1.5000000000000002 6.5000000000000009 10.500000000000002 9.5000000000000018 5 6 1.5000000000000002
decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 1 2 1 2 2 2 2 2 9 1 2
left_child=1 2 3 5 -5 6 9 -7 -9 -1 -4 -12 29 26 15 16 -15 18 20 -20 21 22 -18 -23 -19 -17 -14 -28 -29 -3
right_child=-2 12 10 4 -6 7 -8 8 -10 -11 11 -13 13 14 -16 25 17 24 19 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.17571454898071812 -0.007210512470047491 -0.72657352413096465 0.41420256743829625 -4.7946990966796879 -19.363415375122656 -0.92643998224068325 15.691398377852009 5.292811968763905 -0.66776971915672567 -5.6017205688315386 4.1217233137650924 -11.332950458716263 -0.34157774970230842 -1.4380309202732184 -2.3288485917659094 0.54777267767706361 20.492745145909929 -3.1006021102269492 -0.42502097581562243 18.296793935675371 -1.5051081021626791 -2.8838605274525726 -3.4862360689375138 9.4889256650751292 2.3838925178006569 13.527385818041289 1.7080542577132016 -1.9650356697198004 -37.035658632914227 0.093028476160564602
leaf_weight=3665 574056 5880 5333 24 26 6742 33 169 145 71 44 55 3783 390 383 6018 170 234 76 95 240 258 144 176 483 26 121 80 30 69063
leaf_count=3665 574056 5880 5333 24 26 6742 33 169 145 71 44 55 3783 390 383 6018 170 234 76 95 240 258 144 176 483 26 121 80 30 69063
internal_value=0 0.0399565 -0.216697 -0.487617 -12.3704 -0.432731 0.20273 -0.772165 2.54031 0.0659185 0.325292 -4.46421 0.0877208 0.435747 0.904715 1.05484 2.24845 3.02682 4.53186 9.97599 3.58961 5.22428 9.49601 2.13367 0.593974 0.602611 -0.580692 -4.52172 -10.5689 0.0287228
internal_weight=0 103957 16307 10875 50 10825 3769 7056 314 3736 5432 99 87650 12707 8693 8310 2266 1876 1159 171 988 748 314 434 717 6044 4014 231 110 74943
internal_count=678013 103957 16307 10875 50 10825 3769 7056 314 3736 5432 99 87650 12707 8693 8310 2266 1876 1159 171 988 748 314 434 717 6044 4014 231 110 74943
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2769792 274532 65552 2 2 12352 2
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=31
num_cat=13
split_feature=6 13 12 14 11 12 12 13 11 13 14 12 11 12 12 13 11 12 11 11 14 13 13 14 11 12 13 13 14 11
split_gain=18930 495663 1.31368e+06 778205 2.13745e+06 506247 1.06557e+06 2.62561e+06 851359 3.19065e+06 3.30651e+06 2.899e+06 762116 606729 568878 1.30459e+06 1.18067e+06 1.30619e+06 4.65709e+06 5.39727e+06 9.81113e+06 1.23557e+07 5.57447e+06 2.78976e+06 2.56513e+06 3.04561e+06 1.75785e+06 1.4699e+06 3.84958e+06 1.84437e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 1.0000000180025095e-35 9.5000000000000018 7.5000000000000009 2 3.5000000000000004 3 4 8.5000000000000018 2.5000000000000004 8.5000000000000018 12.500000000000002 5 3.5000000000000004 11.500000000000002 1.5000000000000002 2.5000000000000004 6 7 8 9 1.0000000180025095e-35 10.500000000000002 10 11 12 1.0000000180025095e-35
decision_type=2 9 2 1 2 2 2 9 2 9 1 2 2 2 2 9 2 2 2 2 1 9 9 1 2 2 9 9 1 2
left_child=-1 2 3 4 -2 6 -3 12 -9 10 -10 -12 -8 -11 15 -7 17 24 27 20 21 -20 23 -21 25 26 -17 28 29 -19
right_child=1 5 -4 -5 -6 14 7 8 9 13 11 -13 -14 -15 -16 16 -18 18 19 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0093028638065039172 27.958828595968399 0.089252689996288215 -0.48461755493752312 4.1292500946309305 -1.2509368571912358 2.0238945270251683 -1.0512721159946117 0.38788016222380656 0.76316223144531259 3.6321157787315705 41.233752096852953 10.130564735675682 -2.8344449712300057 -1.3298282708221238 0.018158053962436544 7.0938914441345053 -1.6565944839107072 4.2752792235343682 25.712534215361291 2.4245814564478332 0.37200900664900671 -0.88251548149216341 -5.7350183190970583 21.542010259628299 -1.1149680086176375 -0.84089299962310593 -1.0174989559832781 -1.884727804959216 -5.2353263782319566 35.091613718179552
leaf_weight=518152 26 53237 35067 1010 687 5423 7720 2030 89 523 62 58 3476 466 32185 1253 2739 31 499 181 718 274 686 132 6994 1544 343 2251 105 52
leaf_count=518152 26 53237 35067 1010 687 5423 7720 2030 89 523 62 58 3476 466 32185 1253 2739 31 499 181 718 274 686 132 6994 1544 343 2251 105 52
internal_value=0 -0.0300607 -0.352065 2.34363 -0.185784 0.0662204 -0.117313 -0.879719 1.63041 3.74949 14.6666 26.2005 -1.60346 1.28118 0.290345 0.667538 0.253074 0.600489 1.93573 4.9779 8.78883 16.6068 -0.709888 10.1622 -0.0489459 2.3255 5.38873 -1.17006 7.10903 23.5819
internal_weight=0 159861 36790 1723 713 123071 67661 14424 3228 1198 209 120 11196 989 55410 23225 17802 15063 4929 2490 1491 773 999 313 10134 3140 1596 2439 188 83
internal_count=678013 159861 36790 1723 713 123071 67661 14424 3228 1198 209 120 11196 989 55410 23225 17802 15063 4929 2490 1491 773 999 313 10134 3140 1596 2439 188 83
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=3674658 2 174356 128 2 229696 2 16 26628 2 24 2048 2
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=31
num_cat=6
split_feature=13 9 12 12 14 11 11 13 12 12 12 6 11 12 0 13 12 11 11 12 11 12 14 12 11 12 4 8 14 2
split_gain=22268.9 447213 1.44032e+06 4.69869e+06 1.0028e+07 1.44649e+07 2.28614e+07 907401 4.90936e+06 325603 654928 624094 1.14296e+06 1.18231e+06 649171 1.54197e+06 3.153e+06 5.6211e+06 800922 795991 565604 2.164e+06 1.40986e+06 1.28421e+06 657879 1.93138e+06 6.75627e+06 4.21386e+06 2.45167e+07 2.44218e+06
threshold=0 1.0000000180025095e-35 9.5000000000000018 10.500000000000002 1 1.5000000000000002 2.5000000000000004 2 7.5000000000000009 7.5000000000000009 11.500000000000002 1.0000000180025095e-35 1.5000000000000002 9.5000000000000018 1.0000000180025095e-35 3 8.5000000000000018 2.5000000000000004 3.5000000000000004 8.5000000000000018 1.0000000180025095e-35 10.500000000000002 4 8.5000000000000018 2.5000000000000004 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35
decision_type=9 2 2 2 1 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 1 2
left_child=1 9 7 4 -4 -6 -7 8 -3 -1 11 14 13 -13 18 16 17 -16 20 -20 21 23 -23 -11 25 -22 27 29 -29 -27
right_child=-2 2 3 -5 5 6 -8 -9 -10 10 -12 12 -14 -15 15 -17 -18 -19 19 -21 24 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.18287827742020887 -0.0057409832443001884 -1.1436482512085131 -3.7876972478533548 0.92315802946156456 -20.447137653466427 92.864735266367603 -12.893754559178507 -1.1489573637020238 38.431649835486162 -9.8507773957045188 0.22512126952157407 -2.6729667251479059 -3.0664376451147142 3.8612578516527254 1.7627407638650192 -0.63396832571180883 -2.70607769332663 -52.279316455584308 9.6169196839076143 1.5913065446589507 -0.094745980639730998 -34.716156245722914 -5.0172409272963003 2.3558728950661285 -1.8363222509949353 -2.9232614667931891 48.735907974508081 -23.104868575504849 111.61230049133302 25.600659988865711
leaf_weight=35635 615068 179 126 1124 33 60 31 1947 38 115 11995 525 2564 586 38 3380 274 39 172 439 1867 33 31 344 912 332 36 35 22 33
leaf_count=35635 615068 179 126 1124 33 60 31 1947 38 115 11995 525 2564 586 38 3380 274 39 172 439 1867 33 31 344 912 332 36 35 22 33
internal_value=0 0.0567036 1.14895 3.68108 16.0807 36.2695 56.8371 -0.458789 5.53167 -0.00833579 -0.294972 -0.824692 -1.90557 0.773528 -0.334417 -1.30328 -7.51627 -25.6092 0.492583 3.85056 -0.0530882 -3.10437 -20.3307 -0.702438 0.439906 1.33277 7.15195 3.6045 28.8912 -0.344386
internal_weight=0 62945 3538 1374 250 124 91 2164 217 59407 23772 11777 3675 1111 8102 3731 351 77 4371 611 3760 523 64 459 3237 2325 458 422 57 365
internal_count=678013 62945 3538 1374 250 124 91 2164 217 59407 23772 11777 3675 1111 8102 3731 351 77 4371 611 3760 523 64 459 3237 2325 458 422 57 365
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2363398 2 4 4 2 2
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=31
num_cat=12
split_feature=13 3 12 13 11 14 12 12 12 11 12 12 12 12 13 12 12 11 11 13 12 14 14 11 13 11 13 14 14 13
split_gain=19006.4 150733 432988 1.20268e+06 6.16836e+06 1.36436e+07 5.47896e+07 5.8249e+06 8.15429e+06 5.17987e+06 2.48934e+06 1.48272e+06 5.74776e+06 856484 774674 744830 734748 845602 600895 1.6407e+06 2.33517e+06 7.67045e+06 2.6019e+06 730457 1.35977e+06 1.00278e+06 554235 470139 464795 461480
threshold=0 1.0000000180025095e-35 5.5000000000000009 1 1.5000000000000002 2 10.500000000000002 10.500000000000002 14.500000000000002 3.5000000000000004 9.5000000000000018 10.500000000000002 14.500000000000002 7.5000000000000009 3 6.5000000000000009 9.5000000000000018 2.5000000000000004 3.5000000000000004 4 6.5000000000000009 5 6 1.5000000000000002 7 1.0000000180025095e-35 8 9 10 11
decision_type=9 2 2 9 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 1 1 2 9 2 9 1 1 9
left_child=1 -1 -3 4 7 11 9 28 -9 10 -7 15 -13 14 -5 -6 -17 -18 23 20 21 -20 -22 24 25 -16 27 -25 -4 -15
right_child=-2 2 3 13 5 6 -8 8 -10 -11 -12 12 -14 29 18 16 17 -19 19 -21 22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.013493743548845022 0.01879065233810907 -0.26459623174362296 3.1466185789885404 -3.8832214622497561 11.238834493300494 2.5021725120751754 135.25542390823364 -90.307527332305909 -1.0878845078604562 36.211050571539467 -30.66952829996745 -50.583544958489284 2.4169643758477548 -1.4174016231646476 3.7458497095325769 -5.0877567429473443 -2.4581120204925537 19.166958317612156 -7.8228855060164335 -1.3112663981599628 29.803673571209579 35.572858220880683 -5.2932850156511577 3.7261235868665907 -0.21577854444862188 14.237240757086338 -2.2343142737452562 -1.5644383786329583 -7.8074730195497217 0.41907525865737283
leaf_weight=313769 300923 53955 79 240 68 92 40 20 21 39 30 28 76 3107 219 138 40 33 157 255 86 55 28 450 453 156 676 268 76 2436
leaf_count=313769 300923 53955 79 240 68 92 40 20 21 39 30 28 76 3107 219 138 40 33 157 255 86 55 28 450 453 156 676 268 76 2436
internal_value=0 -0.014908 -0.155647 0.471982 4.20563 9.41135 30.5103 -11.0907 -44.6097 4.48661 -5.6548 -1.66145 -11.8524 0.12775 1.47589 2.13733 -0.795854 7.3176 1.94167 4.81193 9.35482 3.43544 21.1834 1.19991 3.55247 7.89961 -0.197456 1.72732 -2.22442 -0.61212
internal_weight=0 377090 63321 9366 780 584 201 196 41 161 122 383 104 8586 3043 279 211 73 2803 581 326 212 114 2222 828 375 1394 718 155 5543
internal_count=678013 377090 63321 9366 780 584 201 196 41 161 122 383 104 8586 3043 279 211 73 2803 581 326 212 114 2222 828 375 1394 718 155 5543
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=254712 40 2 74240 131264 2 2 49216 131088 2 2 213184
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=31
num_cat=8
split_feature=12 13 12 3 14 11 11 11 0 13 13 14 11 12 13 11 0 14 6 11 6 11 11 3 14 11 0 6 9 11
split_gain=21693.7 243756 616563 1.57017e+06 4.27274e+06 6.22826e+06 7.19489e+06 1.25984e+06 892946 1.33992e+06 850668 753079 1.29801e+06 604032 1.7755e+06 6.1085e+06 7.29258e+06 7.89726e+06 3.63711e+07 7.22859e+07 1.75793e+07 2.73183e+07 2.30465e+06 1.6825e+06 4.3655e+06 1.62991e+06 1.33788e+06 1.29898e+06 1.3749e+06 1.92137e+06
threshold=10.500000000000002 0 11.500000000000002 1.0000000180025095e-35 1 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2 3 4 2.5000000000000004 11.500000000000002 5 1.5000000000000002 1.0000000180025095e-35 6 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 7 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 1 2 2 2 2 9 9 1 2 2 9 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2
left_child=-1 2 3 8 7 -6 -7 -5 -2 11 -9 12 -10 14 15 26 17 20 19 -19 22 -22 -17 -16 -25 -26 27 28 29 -3
right_child=1 13 -4 4 5 6 -8 10 9 -11 -12 -13 -14 -15 23 16 -18 18 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.011020229630501878 -0.0091984543031019671 -12.710025793810686 -0.011741300245926463 17.722775378980135 5.3409442011515305 -63.62439306949048 -8.5810944328705485 3.732580753685772 -16.063727663692674 -0.98707199105479493 -7.674366420412821 -2.2643378940455587 -3.0584286363663211 -0.0022951190191187131 0.68946451340604786 -13.917204262938681 -4.7367351131326343 192.65693651471821 -7.8340701919387685 -0.89874463857606401 -2.6819432915581598 127.69464337158205 -51.917915840148936 -0.48799444179439067 -14.901962306581694 -48.42924378493737 3.8274205904740555 -2.8743441166021886 3.5338264638727361 -45.67196991188186
leaf_weight=492231 13062 48 108495 38 60 47 48 128 152 5849 116 271 155 47857 8424 79 169 35 88 43 45 25 20 199 29 29 104 117 22 28
leaf_count=492231 13062 48 108495 38 60 47 48 128 152 5849 116 271 155 47857 8424 79 169 35 88 43 45 25 20 199 29 29 104 117 22 28
internal_value=0 -0.0290849 -0.105635 -0.616931 -6.54506 -19.8825 -35.813 0.785785 -0.484006 -1.44899 -1.85194 -6.00234 -9.49753 0.142291 0.8705 5.2808 12.199 20.7427 36.2346 85.9532 5.52581 43.8811 -21.5941 0.445787 -7.52419 -31.6656 -5.48401 -9.98814 -18.4811 -24.8539
internal_weight=0 185782 128421 19926 437 155 95 282 19489 6427 244 578 307 57361 9504 823 504 335 166 78 169 70 99 8681 257 58 319 215 98 76
internal_count=678013 185782 128421 19926 437 155 95 282 19489 6427 244 578 307 57361 9504 823 504 335 166 78 169 70 99 8681 257 58 319 215 98 76
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=3066768 2 557312 657408 2 96 2 2
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=31
num_cat=8
split_feature=13 12 12 11 10 12 11 6 13 11 14 12 12 14 7 11 12 14 2 14 13 11 14 8 0 11 12 8 11 12
split_gain=17975.7 346219 577574 643696 1.84124e+06 6.28469e+06 8.60186e+06 1.49217e+06 2.05741e+06 2.89578e+06 6.55639e+06 8.20593e+06 2.33105e+06 3.00983e+06 1.23527e+06 3.65425e+06 4.64386e+06 5.15137e+06 1.14189e+06 3.79729e+06 1.05929e+06 984785 923926 1.67491e+07 3.17991e+06 3.48427e+06 7.14661e+06 1.1469e+06 4.92042e+06 9.2482e+06
threshold=0 13.500000000000002 15.500000000000002 2.5000000000000004 1.0000000180025095e-35 14.500000000000002 3.5000000000000004 1.0000000180025095e-35 1 3.5000000000000004 2 14.500000000000002 14.500000000000002 3 1.0000000180025095e-35 1.5000000000000002 14.500000000000002 4 1.0000000180025095e-35 5 6 1.5000000000000002 7 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 14.500000000000002 1.0000000180025095e-35 3.5000000000000004 14.500000000000002
decision_type=9 2 2 2 2 2 2 2 9 2 1 2 2 1 2 2 2 1 2 1 9 2 1 2 2 2 2 2 2 2
left_child=1 -1 3 14 7 -6 -7 22 9 10 11 -9 -11 -14 18 -16 17 -17 20 -20 21 -3 27 24 -24 26 -26 -5 -29 -30
right_child=-2 2 -4 4 5 6 -8 8 -10 12 -12 -13 13 -15 15 16 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.098491648832683867 0.0082719166721803416 0.54885322878626663 -0.17301269388429252 -0.31783677231370366 -2.2817970497248168 64.183368416059579 -1.4802453793977437 35.037306971856729 -3.3495306609512925 -4.1108869018104581 -4.7839667689800267 3.2679174804687499 0.054069602355528414 21.036139678955081 -6.1260418719970264 41.746205120086671 -0.46203318781557334 -6.2710028725285687 -4.6855856649577623 35.221963869897948 1.13149557829557 -3.3601108200843584 -6.3354458508902978 69.599391937255859 -0.74800853125656719 -3.3404405904231504 31.938454062363196 6.7524178798382097 -53.101265481802137 9.5824312298796901
leaf_weight=117770 539479 1058 10581 2011 137 42 38 171 298 339 160 155 178 111 156 80 113 31 64 38 2178 1649 423 36 158 244 116 104 52 43
leaf_count=117770 539479 1058 10581 2011 137 42 38 171 298 339 160 155 178 111 156 80 113 31 64 38 2178 1649 423 36 158 244 116 104 52 43
internal_value=0 -0.0321096 0.344383 0.882001 1.72132 10.7228 32.9932 1.29659 4.00273 5.94619 11.7952 19.9322 1.5144 8.11293 0.128853 5.6248 13.8084 28.336 -0.289927 10.1819 -0.508582 -1.82559 0.0976319 2.65844 0.0974646 5.35059 13.0901 -1.03445 -8.27623 -24.7286
internal_weight=0 138534 20764 10183 4816 217 80 4599 1412 1114 486 326 628 289 5367 380 224 111 4987 102 4885 2707 3187 977 941 518 274 2210 199 95
internal_count=678013 138534 20764 10183 4816 217 80 4599 1412 1114 486 326 628 289 5367 380 224 111 4987 102 4885 2707 3187 977 941 518 274 2210 199 95
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=204904 131072 2 2 2 2 131080 2
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=31
num_cat=12
split_feature=12 9 12 13 13 12 11 14 12 13 11 12 12 14 11 13 14 12 14 11 12 12 11 11 11 11 13 14 13 13
split_gain=22598.2 176752 538346 1.17843e+06 873017 640055 546194 943249 1.40366e+06 313193 566152 1.25575e+06 336124 627505 311154 822358 588969 435945 307336 502862 485402 1.27708e+06 392891 290977 249850 245929 306588 291921 1.50826e+06 1.23278e+06
threshold=10.500000000000002 1.0000000180025095e-35 13.500000000000002 0 1 12.500000000000002 1.0000000180025095e-35 2 11.500000000000002 3 2.5000000000000004 11.500000000000002 11.500000000000002 4 3.5000000000000004 5 6 11.500000000000002 7 3.5000000000000004 12.500000000000002 11.500000000000002 4.5000000000000009 2.5000000000000004 2.5000000000000004 1.5000000000000002 8 9 10 11
decision_type=2 2 2 9 9 2 2 1 2 9 2 2 2 1 2 9 1 2 1 2 2 2 2 2 2 2 9 1 9 9
left_child=-1 -2 3 5 25 6 7 8 -3 18 11 -11 13 -12 -8 16 -16 -18 22 24 21 -21 -5 -7 -20 26 -4 29 -29 -27
right_child=1 2 4 9 -6 23 14 -9 -10 10 12 -13 -14 -15 15 -17 17 -19 19 20 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.011231259260053653 -0.0043200082289317262 16.376600118116901 0.89105886940287204 -1.5645583958428118 -1.1294165758535326 -5.699189875152503 -2.7050814242397929 -2.0122992936428306 -0.86057585547952087 -3.2948671769122693 12.468070890737135 10.732177165492637 -3.8624158385797593 -5.2950181136260168 0.14923079873428866 -5.9483629818110506 3.6889436113073475 17.539304143732245 1.2769238711392732 0.44652966509808556 -2.2005443636576336 18.270938867992825 8.1997936869776531 -2.2806745663104855 -2.8698365303186275 6.5343438744544988 -3.3872542457464263 -5.4603383003397195 3.9636915623862516 0.61748741738960267
leaf_weight=492231 174000 88 906 989 2520 627 1603 279 102 98 43 183 141 37 147 119 47 44 482 91 60 72 43 413 208 534 195 272 417 1022
leaf_count=492231 174000 88 906 989 2520 627 1603 279 102 98 43 183 141 37 147 119 47 44 482 91 60 72 43 413 208 534 195 272 417 1022
internal_value=0 -0.0297014 -0.404541 -1.07764 0.274294 -2.25925 -1.37695 1.68855 7.12296 0.604235 2.80606 5.84018 -0.924838 4.25264 -2.11048 0.559406 3.89938 10.3858 0.024503 1.36107 5.48928 8.31989 -1.15771 -4.34164 0.026886 1.33088 0.110647 1.93524 0.221598 2.69404
internal_weight=0 185782 11782 5916 5866 3469 2429 469 190 2447 502 281 221 80 1960 357 238 91 1945 913 223 163 1032 1040 690 3346 1101 2245 689 1556
internal_count=678013 185782 11782 5916 5866 3469 2429 469 190 2447 502 281 221 80 1960 357 238 91 1945 913 223 163 1032 1040 690 3346 1101 2245 689 1556
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1157976 1839448 2 151585 2 1048592 2 2 336 2 1052928 1052672
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=31
num_cat=12
split_feature=6 13 12 12 13 12 11 13 12 12 13 14 12 12 13 12 12 14 12 12 14 12 12 13 12 13 12 13 12 13
split_gain=18748.8 425232 517031 486701 823112 2.50559e+06 762938 1.87496e+06 2.66127e+06 1.22365e+06 3.36936e+06 3.298e+06 4.59618e+06 2.27866e+06 806284 2.68402e+06 1.79548e+06 1.2842e+06 1.23274e+06 2.21005e+06 2.61592e+06 1.14092e+06 831685 802930 781128 1.15309e+06 1.36144e+06 1.57531e+06 1.48418e+06 2.75819e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 13.500000000000002 1 15.500000000000002 3.5000000000000004 2 8.5000000000000018 6.5000000000000009 3 4 7.5000000000000009 7.5000000000000009 5 1.0000000180025095e-35 1.5000000000000002 6 1.0000000180025095e-35 1.5000000000000002 7 2.5000000000000004 3.5000000000000004 8 5.5000000000000009 9 9.5000000000000018 10 12.500000000000002 11
decision_type=2 9 2 2 9 2 2 9 2 2 9 1 2 2 9 2 2 1 2 2 1 2 2 9 2 9 2 9 2 9
left_child=-1 2 -2 6 5 -5 24 -8 9 14 11 12 -11 -13 15 17 -17 -9 -16 20 -20 -21 23 -23 -3 26 27 -26 -28 -30
right_child=1 3 -4 4 -6 -7 7 8 -10 10 -12 13 -14 -15 18 16 -18 -19 19 21 -22 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.0092446211640357431 -1.9408252613514425 0.27561083779978751 0.55503915815735994 2.9597333854570027 -0.025290941895117769 -0.82896739931439256 -1.6877570206155448 0.30164906537091296 -2.0003224722391848 32.75158880869548 -1.693302020893015 -3.7883967661487006 5.7591516078862934 11.764930675340736 -6.3473688602447513 -10.909160511310285 -0.62759241388374487 20.114203910368033 0.45901447240857113 -4.0929686148691991 18.895378489877984 0.0058540962837837843 1.3092596907550826 11.501052835599973 0.9901788157274295 -1.0318408192805224 0.98407860297637006 -1.100105184396351 0.79232116407663711 -3.899279149204538
leaf_weight=518152 873 38666 16848 3805 21588 3225 9848 54 2674 120 454 193 133 184 149 208 926 83 138 295 174 101 809 173 4673 15839 16551 15692 3418 1967
leaf_count=518152 873 38666 16848 3805 21588 3225 9848 54 2674 120 454 193 133 184 149 208 926 83 138 295 174 101 809 173 4673 15839 16551 15692 3418 1967
internal_value=0 -0.0299301 0.43184 -0.0875246 0.281017 1.21994 -0.180439 -0.804302 0.464262 2.03673 4.92994 9.57773 18.5619 3.80262 1.0283 -0.909046 -2.51345 12.3049 2.35938 3.14097 10.7408 1.42025 2.92201 7.68373 -0.0727128 -0.304365 -0.0317212 -0.620518 0.514893 -0.927168
internal_weight=0 159861 17721 142140 28618 7030 113522 16716 6868 4194 1084 630 253 377 3110 1271 1134 137 1839 1690 312 1378 1083 274 96806 58140 42301 20365 21936 5385
internal_count=678013 159861 17721 142140 28618 7030 113522 16716 6868 4194 1084 630 253 377 3110 1271 1134 137 1839 1690 312 1378 1083 274 96806 58140 42301 20365 21936 5385
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=294989 1179776 1703968 4240 2 144 2 2 17152 2320656 2310144 16400
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=31
num_cat=9
split_feature=12 0 13 11 13 12 12 13 12 14 1 12 11 12 13 12 11 13 12 11 12 10 13 12 6 11 13 11 14 11
split_gain=27571.7 475279 706523 1.13984e+06 1.60229e+06 2.54839e+06 1.03978e+07 375843 1.37387e+06 878238 1.20281e+06 8.43482e+06 1.83068e+07 1.05984e+08 2.93632e+06 6.2345e+06 4.43516e+06 1.00624e+06 1.6137e+06 1.84194e+06 935369 850435 793312 1.78191e+06 1.76069e+06 1.4162e+06 671896 1.6105e+06 1.71642e+06 1.48631e+06
threshold=13.500000000000002 1.0000000180025095e-35 0 3.5000000000000004 1 17.500000000000004 18.500000000000004 2 14.500000000000002 3 1.0000000180025095e-35 17.500000000000004 3.5000000000000004 18.500000000000004 4 18.500000000000004 2.5000000000000004 5 15.500000000000002 3.5000000000000004 15.500000000000002 1.0000000180025095e-35 6 14.500000000000002 1.0000000180025095e-35 2.5000000000000004 7 1.0000000180025095e-35 8 1.5000000000000002
decision_type=2 2 9 2 9 2 2 9 2 1 2 2 2 2 9 2 2 9 2 2 2 2 9 2 2 2 9 2 1 2
left_child=-1 7 3 -3 5 -5 -7 8 21 10 20 17 14 -14 15 -13 -16 -12 -19 -20 22 26 23 24 -9 -26 29 28 -28 -2
right_child=1 2 -4 4 -6 6 -8 9 -10 -11 11 12 13 -15 16 -17 -18 18 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0083974445184260126 -2.0525988754200983 -0.95353575882378638 0.21651803210603437 1.9265626672096905 -0.26229144025060663 49.176771670482196 -1.9763237785874752 -3.9245599826710342 -0.0076516011163003704 0.53891713054298052 0.1806338693822882 43.076628727383081 -243.93703238747335 20.266736883046676 -4.9851058073132961 -8.3883363723754893 -51.032187505868762 3.0152172196719604 9.9872324352679058 43.286750500018783 0.29402814676111161 -2.3508137190313088 -0.71183265640815663 1.4831334772363174 -2.5475532334426356 -28.827939409528462 -2.5120955202314592 -3.0290339816092118 18.834099950669689 3.7949389166095666
leaf_weight=578077 507 19441 13984 527 1848 61 114 149 13670 16697 261 36 22 49 107 68 26 118 46 26 14488 413 13216 226 29 70 72 539 79 3047
leaf_count=578077 507 19441 13984 527 1848 61 114 149 13670 16697 261 36 22 49 107 68 26 118 46 26 14488 413 13216 226 29 70 72 539 79 3047
internal_value=0 -0.0484874 -0.339271 -0.69248 1.29508 5.32273 15.8542 0.115065 0.497432 -0.0385975 -0.371844 -4.30016 -17.0566 -61.5992 -3.71262 8.59958 -13.0087 4.41156 9.70332 22.0121 -0.266031 1.9811 -0.858737 -4.83762 -10.7927 -21.1296 2.40266 -0.46518 8.65578 2.95244
internal_weight=0 99936 35975 21991 2550 702 175 63961 18327 45634 28937 759 308 71 237 104 133 451 190 72 28178 4657 13690 474 248 99 4244 690 151 3554
internal_count=678013 99936 35975 21991 2550 702 175 63961 18327 45634 28937 759 308 71 237 104 133 451 190 72 28178 4657 13690 474 248 99 4244 690 151 3554
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1640788 16 1187910 2 55297 6160 256 1179712 2
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=31
num_cat=4
split_feature=13 9 14 12 12 11 11 13 11 12 12 12 12 12 13 11 12 12 12 12 12 12 12 11 12 12 12 11 12 12
split_gain=24698.7 217649 901459 1.30311e+06 5.49314e+06 1.42113e+07 2.47372e+06 1.94487e+06 1.4263e+06 4.13689e+06 2.76062e+07 2.65021e+06 1.33611e+06 2.83736e+06 1.19503e+06 1.63754e+06 3.92758e+06 6.0787e+06 1.27542e+06 1.14917e+06 856587 660741 442383 381088 733613 560694 769543 1.19142e+06 440893 1.00165e+06
threshold=0 1.0000000180025095e-35 1 1.5000000000000002 2.5000000000000004 2.5000000000000004 2.5000000000000004 2 1.5000000000000002 9.5000000000000018 10.500000000000002 16.500000000000004 5.5000000000000009 4.5000000000000009 3 2.5000000000000004 8.5000000000000018 5.5000000000000009 10.500000000000002 9.5000000000000018 3.5000000000000004 6.5000000000000009 10.500000000000002 2.5000000000000004 11.500000000000002 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 4.5000000000000009
decision_type=9 2 1 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 -4 5 -5 7 -6 19 12 -11 -12 13 -10 15 16 17 -3 21 -9 -8 -17 -21 24 -16 26 -25 -28 -27 -30
right_child=-2 2 3 4 6 -7 20 8 9 10 11 -13 -14 -15 23 18 -18 -19 -20 22 -22 -23 -24 25 -26 28 27 -29 29 -31
leaf_value=0.0057833663499442505 -0.01005167968698939 9.4000976899775068 -4.7092825204133986 -2.3237282524009548 -0.33375734338824381 54.119742538559606 -13.559380946083676 5.6798549459941352 0.76266811574163618 72.137739240619496 -0.29993169603556613 29.300658444797293 -1.9728706703308696 24.714673775686347 -2.6993834588141463 -3.2588366158803304 -9.0202637170490458 75.560699099586131 13.715666739694004 -13.992259094450208 -1.6093823705400743 -26.724084396362304 -2.4294773117065431 -3.755121167500814 0.92033219231310692 -4.1766953667836217 2.8040796623855342 25.548738830154008 10.276757889187214 -0.21172219265591014
leaf_weight=138759 530548 41 300 120 884 71 63 201 163 71 274 34 311 71 1747 30 38 21 29 45 1253 20 125 51 824 239 61 37 97 1485
leaf_count=138759 530548 41 300 120 884 71 63 201 163 71 274 34 311 71 1747 30 38 21 29 45 1253 20 125 51 824 239 61 37 97 1485
internal_value=0 0.0362116 0.521229 1.62853 2.14436 18.6579 1.2419 3.30943 5.75451 7.90186 15.9256 2.96767 2.32201 8.03016 -0.413878 7.38051 16.2941 31.8093 -2.96826 0.561495 -2.18146 -12.6449 -5.49021 -0.735755 -1.53927 0.309162 6.20699 11.3913 -0.173417 0.431377
internal_weight=0 147465 8706 3986 3686 191 3495 2179 1295 924 379 308 545 234 4720 179 100 62 79 371 1316 50 170 4541 2571 1970 149 98 1821 1582
internal_count=678013 147465 8706 3986 3686 191 3495 2179 1295 924 379 308 545 234 4720 179 100 62 79 371 1316 50 170 4541 2571 1970 149 98 1821 1582
cat_boundaries=0 1 2 3 4
cat_threshold=2889988 2 264452 4
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=31
num_cat=9
split_feature=12 0 13 11 13 12 12 12 11 12 11 14 13 12 14 1 12 11 12 13 12 11 13 12 11 12 10 13 9 13
split_gain=22806 381635 579588 764868 1.41571e+06 2.06419e+06 8.4222e+06 339375 365501 391569 758971 709163 306426 1.11338e+06 707957 973419 6.83238e+06 1.48284e+07 8.58467e+07 2.37831e+06 5.04994e+06 3.59251e+06 829235 1.15035e+06 1.32436e+06 757394 688639 681168 834601 668979
threshold=13.500000000000002 1.0000000180025095e-35 0 3.5000000000000004 1 17.500000000000004 18.500000000000004 15.500000000000002 1.5000000000000002 16.500000000000004 1.0000000180025095e-35 2 3 14.500000000000002 4 1.0000000180025095e-35 17.500000000000004 3.5000000000000004 18.500000000000004 5 18.500000000000004 2.5000000000000004 6 15.500000000000002 3.5000000000000004 15.500000000000002 1.0000000180025095e-35 7 1.0000000180025095e-35 8
decision_type=2 2 9 2 9 2 2 2 2 2 2 1 9 2 1 2 2 2 2 9 2 2 9 2 2 2 2 9 2 9
left_child=-1 12 3 7 5 -5 -7 -3 9 10 11 -9 13 26 15 25 22 19 -19 20 -18 -21 -17 -24 -25 27 -2 -14 -29 -27
right_child=1 2 -4 4 -6 6 -8 8 -10 -11 -12 -13 14 -15 -16 16 17 18 -20 21 -22 -23 23 24 -26 29 -28 28 -30 -31
leaf_value=0.0076347843012956884 2.1626841333595568 -1.2918203390295107 0.233407816418196 1.7349116093745947 -0.35136185933229397 44.260097516169317 -1.7776863265455818 5.1380498551485836 -0.98957543730692366 -0.34874943801413977 -1.6431088750258738 -1.3332565237735881 0.23426397186872094 -0.0069759455357351896 0.48222212711087087 0.44301647763072016 38.769177582528862 -219.5426057295366 18.240809822082522 -4.4858120581814065 -7.5492660704781036 -45.928329467773438 3.5444486869706049 9.7950713968276979 40.341237432306464 1.9365026967594543 -2.1147770516808904 -1.579329268079273 1.652792150294619 -0.012341042566361407
leaf_weight=578077 4244 8705 12862 527 2157 61 114 627 6177 4053 460 232 4505 13670 16697 281 36 22 49 107 68 26 108 40 22 2042 413 8301 884 12446
leaf_count=578077 4244 8705 12862 527 2157 61 114 627 6177 4053 460 232 4505 13670 16697 281 36 22 49 107 68 26 108 40 22 2042 413 8301 884 12446
internal_value=0 -0.0441008 -0.304668 -0.603938 0.926935 4.79144 14.2698 -0.82033 -0.464947 0.138297 1.63488 3.39027 0.102456 0.44771 -0.0362914 -0.335492 -3.86942 -15.3504 -55.4386 -3.34084 7.73983 -11.7071 3.97124 9.23395 20.634 -0.240303 1.78334 -0.773648 -1.26688 0.263665
internal_weight=0 99936 35975 23113 2859 702 175 20254 11549 5372 1319 859 63961 18327 45634 28937 759 308 71 237 104 133 451 170 62 28178 4657 13690 9185 14488
internal_count=678013 99936 35975 23113 2859 702 175 20254 11549 5372 1319 859 63961 18327 45634 28937 759 308 71 237 104 133 451 170 62 28178 4657 13690 9185 14488
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1641428 16 2 1187910 2 55297 38928 868521 100608
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=31
num_cat=6
split_feature=13 12 12 10 12 11 11 1 11 14 11 13 6 11 14 12 12 14 14 8 12 11 0 9 12 11 8 11 12 12
split_gain=26928.5 156978 328083 644621 1.18276e+06 4.53627e+06 6.42156e+06 493423 580680 357233 318266 831461 1.22722e+06 2.58361e+06 4.69661e+06 6.22428e+06 1.76341e+06 1.83976e+06 1.61394e+06 1.46547e+07 2.84822e+06 4.43037e+06 9.99679e+06 1.3934e+06 2.32136e+06 4.62638e+06 845867 4.68799e+06 8.06619e+06 1.09047e+06
threshold=0 13.500000000000002 15.500000000000002 1.0000000180025095e-35 14.500000000000002 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1 2.5000000000000004 2 1.0000000180025095e-35 3.5000000000000004 3 14.500000000000002 14.500000000000002 4 5 1.0000000180025095e-35 14.500000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 14.500000000000002 14.500000000000002
decision_type=9 2 2 2 2 2 2 2 2 1 2 9 2 2 1 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 -6 -7 10 9 -9 -3 12 18 14 15 -14 -15 -18 23 20 -20 22 -22 26 25 -25 -12 29 -29 -28
right_child=-2 2 -4 4 5 6 -8 8 -10 -11 11 -13 13 16 -16 -17 17 -19 19 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.080229178745379076 0.010492656290447822 0.035272319290697254 -0.17225379621808848 0.24661541102424503 -2.7362688973032196 54.139838461442423 -1.2210992263257505 -3.61041937828064 -5.1289931058883669 13.761976383472311 -1.1250934119328209 -1.6608279931057517 29.886440592798692 -4.4848325351188931 -3.7319794740505565 2.515254609689773 -0.15791525699124478 15.277709027099611 -4.5093962228331961 74.217775752626622 -10.715086614674536 -3.0697124707153423 43.006429636755655 -9.8049705505371101 -6.3745565456256532 41.122180834683512 22.173572300502233 -51.065915527343748 9.1817835426330561 -1.2490648933078932
leaf_weight=125786 531122 5148 10756 315 116 44 40 20 280 29 1380 821 174 348 167 159 202 125 353 29 58 153 86 30 57 44 35 50 40 46
leaf_count=125786 531122 5148 10756 315 116 44 40 20 280 29 1380 821 174 348 167 159 202 125 353 29 58 153 86 30 57 44 35 50 40 46
internal_value=0 -0.037882 0.214489 0.616442 4.06521 10.0795 27.7775 0.435832 -3.37152 6.6712 0.567618 1.19661 1.8595 4.50555 9.95385 16.8173 0.469767 5.74255 0.550509 4.66555 1.56245 8.77916 21.3686 -1.11068 8.79296 20.476 -1.94715 -8.58132 -24.2892 8.87183
internal_weight=0 146891 21105 10349 515 200 84 9834 329 49 9505 4357 3536 1175 500 333 675 327 2361 679 650 297 144 1682 131 74 1551 171 90 81
internal_count=678013 146891 21105 10349 515 200 84 9834 329 49 9505 4357 3536 1175 500 333 675 327 2361 679 650 297 144 1682 131 74 1551 171 90 81
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=237664 2 163840 2 2 2
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=31
num_cat=8
split_feature=6 13 12 12 14 12 11 11 13 13 12 11 11 12 11 11 13 13 11 12 11 12 13 13 12 11 11 11 11 12
split_gain=26031.6 391396 501792 639952 1.02176e+06 4.10355e+06 7.75783e+06 7.05693e+06 2.70102e+06 2.68821e+06 1.94419e+06 1.89778e+06 4.79682e+06 1.53919e+06 1.03503e+06 2.73691e+06 1.29368e+06 1.03074e+06 991738 860947 810282 632825 631245 622335 550972 1.37101e+06 1.22958e+06 1.01515e+06 1.3068e+06 547378
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 4.5000000000000009 1 1.5000000000000002 3.5000000000000004 4.5000000000000009 2 3 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 4 5 3.5000000000000004 1.5000000000000002 4.5000000000000009 3.5000000000000004 6 7 3.5000000000000004 2.5000000000000004 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004
decision_type=2 9 2 2 1 2 2 2 9 9 2 2 2 2 2 2 9 9 2 2 2 2 9 9 2 2 2 2 2 2
left_child=-1 2 22 4 5 6 9 -8 10 11 19 -4 -13 18 15 -12 -16 24 -10 23 -20 29 -2 -6 27 -26 -27 28 -7 -15
right_child=1 -3 3 -5 8 17 7 -9 13 -11 14 12 -14 21 16 -17 -18 -19 20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.010891919722672743 0.854036523797844 -0.12152132603779138 -4.2472186181280351 0.079413969768479656 6.5123257476208254 -1.029641951375933 27.784574112362336 -1.2771666219411804 -2.4705459537020156 -3.8908103169046031 1.6942746118668024 49.684266005622021 -1.9384082423316109 -0.73062229428574799 10.016987364525889 23.904563569178624 0.14400151399958055 -0.84597364143914033 -11.595386099638763 -3.0737791668716357 1.0814067532939295 -2.4223560346594115 -3.3371479916966189 -1.1915492587619358 1.080404347313775 24.724311156426708 5.0396712464552662 -0.69439954230659895 18.375126854578653 2.7705389768973401
leaf_weight=518152 622 122605 36 26891 245 67 270 121 628 393 109 36 36 942 245 113 288 1938 270 402 62 822 838 179 180 62 65 475 72 849
leaf_count=518152 622 122605 36 26891 245 67 270 121 628 393 109 36 36 942 245 113 288 1938 270 402 62 822 838 179 180 62 65 475 72 849
internal_value=0 -0.0352685 0.248545 0.32273 1.05749 2.3131 8.23459 18.791 0.143669 -0.00408293 3.57192 13.2708 23.8729 -1.37942 7.26243 12.9995 4.87288 0.465612 -4.80751 0.241866 -9.22803 -0.125234 -1.5686 3.38547 3.19994 6.69368 14.6495 1.50518 9.02175 0.929057
internal_weight=0 159861 37256 35796 8905 3751 892 391 5154 501 1581 108 72 3573 755 222 533 2859 960 826 332 2613 1460 424 921 307 127 614 139 1791
internal_count=678013 159861 37256 35796 8905 3751 892 391 5154 501 1581 108 72 3573 755 222 533 2859 960 826 332 2613 1460 424 921 307 127 614 139 1791
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=371021 2 8460 8200 8196 264256 34888 8448
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=31
num_cat=9
split_feature=13 12 12 8 11 14 7 11 11 11 14 8 14 12 2 14 11 11 14 9 11 11 6 13 9 13 14 10 12 11
split_gain=24774 130343 317791 2.38455e+06 6.07535e+07 4.936e+07 777133 1.9478e+06 2.25944e+06 2.41373e+06 3.99829e+06 723170 1.33588e+07 2.20411e+07 428588 1.57378e+06 3.68532e+06 491295 1.92875e+06 1.26164e+06 3.61766e+06 2.57127e+06 4.07078e+06 1.10909e+06 412510 376304 361610 336223 1.33004e+06 3.67438e+06
threshold=0 13.500000000000002 14.500000000000002 1.0000000180025095e-35 3.5000000000000004 1 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 2.5000000000000004 2 1.0000000180025095e-35 3 16.500000000000004 1.0000000180025095e-35 4 2.5000000000000004 2.5000000000000004 5 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 6 1.0000000180025095e-35 7 8 1.0000000180025095e-35 15.500000000000002 2.5000000000000004
decision_type=9 2 2 2 2 1 2 2 2 2 1 2 1 2 2 1 2 2 1 2 2 2 2 9 2 9 1 2 2 2
left_child=1 -1 3 6 5 -5 14 8 -8 10 -10 27 25 -14 17 -16 -17 23 19 21 -21 22 -19 26 -20 -13 -3 -4 29 -29
right_child=-2 2 11 4 -6 -7 7 -9 9 -11 -12 12 13 -15 15 16 -18 18 24 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.074914728219587723 0.010072242272794407 -4.456933052334958 -0.0088487346793566634 7.9881063627818278 95.993910842645377 -126.25161298479352 -4.5596613302659454 -6.1942927269896204 36.210252173152973 3.2026657850435463 -6.01989340935984 4.041911676345161 -112.47966714586531 12.994079562595912 -2.593733882368281 43.011622488087625 -10.58981701394786 0.62845648749910232 -2.6228087379942817 -7.7246942764673481 33.278774086634321 -2.121055420793784 17.028197264379383 1.0266136446089116 -13.906904863785295 -2.5521556588911243 -0.86892039775848395 -2.4637310254162759 -0.88848979711825482 24.998652829868455
leaf_weight=125786 531122 803 14669 126 61 35 89 121 81 101 31 303 28 28 89 29 23 396 687 39 48 624 245 1262 34 114 432 116 407 84
leaf_count=125786 531122 803 14669 126 61 35 89 121 81 101 31 303 28 28 89 29 23 396 687 39 48 624 245 1262 34 114 432 116 407 84
internal_value=0 -0.0363269 0.193639 0.859042 11.006 -21.1944 0.420278 4.52616 8.82143 14.4126 24.5216 -0.0326541 -3.88361 -49.7428 0.0516117 5.48177 19.3033 -0.115927 1.02202 3.24952 14.8979 2.44841 6.89669 -1.06065 -3.15493 2.27494 -3.17614 0.0865853 2.39288 9.07047
internal_weight=0 146891 21105 5356 222 161 5134 423 302 213 112 15749 473 56 4711 141 52 4570 2073 1352 87 1265 641 2497 721 417 1235 15276 607 200
internal_count=678013 146891 21105 5356 222 161 5134 423 302 213 112 15749 473 56 4711 141 52 4570 2073 1352 87 1265 641 2497 721 417 1235 15276 607 200
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=237664 2 2 2 2 2 131072 131072 2
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=31
num_cat=5
split_feature=12 0 13 11 13 12 12 12 13 14 1 12 12 11 11 2 12 13 7 11 6 12 8 11 12 12 1 12 11 12
split_gain=27278 280421 494275 744874 1.0566e+06 1.672e+06 6.82198e+06 275188 250511 300903 880808 7.53746e+06 1.57018e+07 6.27656e+07 1.47743e+06 817548 653709 523344 642515 584356 511472 893918 499273 924838 527731 855688 1.57516e+06 1.70726e+06 1.22263e+06 2.60213e+06
threshold=13.500000000000002 1.0000000180025095e-35 0 3.5000000000000004 1 17.500000000000004 18.500000000000004 18.500000000000004 2 3 1.0000000180025095e-35 17.500000000000004 18.500000000000004 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 14.500000000000002 4 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 2.5000000000000004 16.500000000000004 19.500000000000004 1.0000000180025095e-35 17.500000000000004 3.5000000000000004 18.500000000000004
decision_type=2 2 9 2 9 2 2 2 9 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 7 5 -5 -7 -3 -2 10 -10 -12 13 -13 -14 17 -17 18 22 -20 21 -19 24 -24 -11 26 -26 -28 29 -29
right_child=1 2 -4 4 -6 6 -8 -9 9 15 11 12 14 -15 -16 16 -18 20 19 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.0083610585083345526 0.23095186165430662 -0.97369063868904537 0.19461245859276227 1.5582747100200329 -0.2189547400431883 39.83094142225923 -1.6030634746216892 -0.056565269446629401 -0.29795779344799578 0.75566697375803149 6.1979475034206404 -0.56369540730460743 -5.4302240026331399 -197.58966437686576 15.685527404149376 -14.557945839303441 -2.3149244863223406 -3.3191145844436472 -1.4005487187849812 -17.759825864045517 0.72295245492433147 0.82617605126562899 21.740941249302455 -0.26902870450701033 2.7327186298093671 -0.64488151116660364 3.5307562510172525 -7.1191673415047791 39.049988245964052 35.619775778671787
leaf_weight=578077 39921 15308 13935 527 1869 61 114 4161 14950 2321 297 61 107 22 48 61 153 1137 431 23 2365 959 35 42 517 338 84 28 32 29
leaf_count=578077 39921 15308 13935 527 1869 61 114 4161 14950 2321 297 61 107 22 48 61 153 1137 431 23 2365 959 35 42 517 338 84 28 32 29
internal_value=0 -0.0482201 -0.271578 -0.566163 1.03335 4.3092 12.8396 -0.777679 0.0774081 -0.17759 -0.440631 -4.42747 -17.6869 -52.7874 1.10885 0.29832 -5.80476 0.454903 1.30234 -2.22932 -0.284444 -1.42249 1.77414 9.7355 1.59109 3.4773 5.49657 13.7562 23.4072 14.6252
internal_weight=0 99936 35975 22040 2571 702 175 19469 63961 24040 15485 535 238 83 155 8555 214 8341 3880 454 4461 2096 3426 77 3349 1028 690 173 89 57
internal_count=678013 99936 35975 22040 2571 702 175 19469 63961 24040 15485 535 238 83 155 8555 214 8341 3880 454 4461 2096 3426 77 3349 1028 690 173 89 57
cat_boundaries=0 1 2 3 4 5
cat_threshold=1641300 16 1450070 2 2626305
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=31
num_cat=11
split_feature=6 13 12 12 12 13 14 11 11 14 11 11 13 12 12 11 12 14 12 14 11 14 13 12 14 11 11 11 13 11
split_gain=29069.3 358924 582343 387511 1.20614e+06 7.16171e+06 1.73469e+07 4.23198e+07 1.3103e+06 1.26835e+06 971362 592212 1.61174e+06 852735 685401 1.89313e+06 5.4231e+06 6.65672e+06 617671 851102 569586 864732 418882 1.13051e+06 1.94386e+06 367493 2.07502e+06 365034 525396 348977
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 11.500000000000002 10.500000000000002 1 2 1.5000000000000002 3.5000000000000004 3 2.5000000000000004 3.5000000000000004 4 16.500000000000004 16.500000000000004 2.5000000000000004 17.500000000000004 5 18.500000000000004 6 4.5000000000000009 7 8 17.500000000000004 9 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 10 1.5000000000000002
decision_type=2 9 2 2 2 9 1 2 2 1 2 2 9 2 2 2 2 1 2 1 2 1 9 2 1 2 2 2 9 2
left_child=-1 2 27 4 -4 6 7 -6 9 10 25 14 -13 -14 29 22 17 -17 19 -18 21 -10 23 24 -16 26 -7 28 -2 -5
right_child=1 -3 3 11 5 8 -8 -9 20 -11 -12 12 13 -15 15 16 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011520570381701156 0.3673659396438706 -0.096764554177178608 0.46730197840113186 1.252728382331862 -3.1158105173418598 -2.7708405890554753 -10.547100549477797 180.74238150460383 -10.759056489284223 0.02713229240142738 15.5554887840271 -0.49869622841468897 -6.8074187669489126 -23.189370016149574 -31.691911995410919 53.031691287114079 -18.864540589177931 -3.8717176661771888 4.4328496911097321 6.7397356986999517 2.5309103313245274 0.61372809043297405 1.7634901239105536 1.9691610947568368 8.0495855331420909 -1.0650538722171061 31.719706080510065 3.1616699218750002 -4.633457483214773 -0.95083392989917082
leaf_weight=518152 347 138086 13713 1112 31 53 52 21 156 361 125 1743 225 37 32 52 37 34 64 20 114 117 422 94 20 79 26 120 536 2032
leaf_count=518152 347 138086 13713 1112 31 53 52 21 156 361 125 1743 225 37 32 52 37 34 64 20 114 117 422 94 20 79 26 120 536 2032
internal_value=0 -0.0372589 0.339984 0.453778 0.726598 3.8594 27.6364 71.1346 1.18143 3.95644 8.96874 -0.230022 -1.62788 -8.78557 0.485133 3.14877 11.3358 30.535 -2.30984 -9.88058 -3.4059 -5.88501 0.165105 -4.28236 -16.4067 3.75771 8.58048 -2.01328 -2.71656 -0.171457
internal_weight=0 159861 21775 20772 14848 1135 104 52 1031 644 283 5924 2005 262 3919 775 207 86 121 57 387 273 568 146 52 158 79 1003 883 3144
internal_count=678013 159861 21775 20772 14848 1135 104 52 1031 644 283 5924 2005 262 3919 775 207 86 121 57 387 273 568 146 52 158 79 1003 883 3144
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=360781 64 2 2 294917 2 2 2 320 2 32840
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=31
num_cat=10
split_feature=13 12 11 8 12 14 12 12 12 12 1 13 0 1 14 14 7 0 6 9 6 13 12 14 12 13 14 12 13 1
split_gain=27533 138628 452489 2.23443e+06 1.16847e+07 9.73943e+06 1.25107e+06 2.17481e+06 1.1011e+06 3.51005e+06 4.66806e+07 3.62328e+06 4.25768e+06 3.40489e+06 2.32511e+07 2.32361e+06 874796 1.19376e+06 2.63238e+06 1.48456e+06 723260 2.53158e+06 4.36807e+06 1.4535e+07 969749 706951 676215 812599 612456 719277
threshold=0 13.500000000000002 3.5000000000000004 1.0000000180025095e-35 14.500000000000002 1 17.500000000000004 18.500000000000004 18.500000000000004 17.500000000000004 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 3 4 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5 16.500000000000004 6 16.500000000000004 7 8 15.500000000000002 9 1.0000000180025095e-35
decision_type=9 2 2 2 2 1 2 2 2 2 2 9 2 2 1 1 2 2 2 2 2 9 2 1 2 9 1 2 9 2
left_child=-1 -2 -3 8 -5 6 -6 -8 9 20 11 12 -11 -10 -15 16 17 18 19 -13 28 22 26 -24 -23 -26 27 -22 -4 -30
right_child=1 2 3 4 5 -7 7 -9 13 10 -12 15 -14 14 -16 -17 -18 -19 -20 -21 21 24 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.025859307776960862 0.040946276704285717 -0.21494606329165686 1.3829438115653812 -38.072177409077739 1.4010648233344758 61.729743638405438 -39.489235317188758 0.56826821674000139 -0.13394527683852683 3.0118177448000232 114.38778659135868 -41.282096045357839 35.846699098680844 -84.224385730640321 9.357770895450674 8.257770010505034 5.7878634162571121 -1.9508833682359155 -4.0345069095341852 -11.864680000831342 -2.063805899328115 1.5198971363394542 80.722862219041403 -24.197525140513548 0.44874804420192743 -10.04459196380947 10.689986375126526 13.564863315848417 -0.5565725014562819 -7.0876326132482959
leaf_weight=256005 353471 59444 1805 91 166 26 23 33 1259 112 39 42 61 37 94 138 46 134 99 29 147 1374 31 23 127 128 137 43 2669 180
leaf_count=256005 353471 59444 1805 91 166 26 23 33 1259 112 39 42 61 37 94 138 46 134 99 29 147 1374 31 23 127 128 137 43 2669 180
internal_value=0 0.0157082 -0.114452 0.542513 -7.42336 3.82278 -2.95911 -15.8839 0.850992 1.33825 8.0745 1.80186 13.7922 -1.73044 -17.0738 -2.6766 -7.06433 -9.00907 -14.5726 -29.2665 0.630664 2.2159 9.43812 36.0345 0.465933 -5.1948 5.33467 1.47321 -0.05398 -0.965815
internal_weight=0 422008 68537 9093 339 248 222 56 8754 7364 700 661 173 1390 131 488 350 304 170 71 6664 2010 381 54 1629 255 327 190 4654 2849
internal_count=678013 422008 68537 9093 339 248 222 56 8754 7364 700 661 173 1390 131 488 350 304 170 71 6664 2010 381 54 1629 255 327 190 4654 2849
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=254053 2 16 2 2 526336 2 1048576 2 266640
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=31
num_cat=14
split_feature=6 13 12 12 11 13 12 12 13 14 13 12 14 12 14 13 13 12 12 12 13 12 12 13 12 13 11 14 12 13
split_gain=26141.5 299202 466164 304923 590314 1.51148e+06 1.28443e+06 1.58136e+06 3.66116e+06 2.28941e+06 2.2114e+06 6.73826e+06 1.43471e+07 2.41534e+06 3.299e+06 1.50163e+06 1.1164e+06 3.91484e+06 2.04972e+06 909300 767328 1.13214e+06 651422 1.25045e+06 1.42515e+06 982131 2.10402e+06 4.49169e+06 4.30678e+06 3.21794e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 13.500000000000002 3.5000000000000004 1 8.5000000000000018 7.5000000000000009 2 3 4 6.5000000000000009 5 1.0000000180025095e-35 6 7 8 1.5000000000000002 1.5000000000000002 6.5000000000000009 9 1.0000000180025095e-35 7.5000000000000009 10 9.5000000000000018 11 2.5000000000000004 12 2.5000000000000004 13
decision_type=2 9 2 2 2 9 2 2 9 1 9 2 1 2 1 9 9 2 2 2 9 2 2 9 2 9 2 1 2 9
left_child=-1 2 -2 4 22 -6 7 10 9 -9 19 13 -13 14 -12 -10 18 -18 -15 20 21 -7 25 -24 -25 26 -3 -28 -29 -30
right_child=1 3 -4 -5 5 6 -8 8 15 -11 11 12 -14 16 -16 -17 17 -19 -20 -21 -22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=0.010906067051482593 -1.8077056733233854 0.03486433169322474 0.42320114565070877 0.20599618856483765 -2.0800493154517863 -7.4966846481202145 -1.421797137768311 4.7716240732293382 6.7094934098482781 35.944298971852952 -3.4901694276597768 57.701758663896207 -2.6203323654506518 -15.234937936692013 33.831564697265627 -2.3051128090866131 44.462134265899664 -0.0084132456146510295 -0.055034985820862026 -4.0601272872919161 -1.137271932492502 2.3727116727288204 -1.2776299026704252 -1.0152136544751407 0.41746200676721101 -0.11157819316060065 -0.89197552498707555 10.572293600563176 5.4343308164530901 -3.239038519567953
leaf_weight=518152 983 10406 19863 28086 5427 126 4225 38 361 62 45 69 92 105 50 363 24 113 582 676 2744 1499 10911 10183 21824 36033 2161 968 1181 661
leaf_count=518152 983 10406 19863 28086 5427 126 4225 38 361 62 45 69 92 105 50 363 24 113 582 676 2744 1499 10911 10183 21824 36033 2161 968 1181 661
internal_value=0 -0.0353517 0.31785 -0.0883325 -0.162861 -0.712747 -0.0467701 0.789181 4.90204 21.9079 0.235875 4.32047 23.232 1.05437 16.1528 2.21991 -0.686357 7.25266 -2.34103 -0.645812 -0.119005 1.59762 -0.0660856 -0.353703 -0.0383306 0.174023 0.842797 2.53577 5.17184 2.33382
internal_weight=0 159861 20846 139015 110929 16601 11174 6949 824 100 6125 1080 161 919 95 724 824 137 687 5045 4369 1625 94328 42918 32007 51410 15377 4971 2810 1842
internal_count=678013 159861 20846 139015 110929 16601 11174 6949 824 100 6125 1080 161 919 95 724 824 137 687 5045 4369 1625 94328 42918 32007 51410 15377 4971 2810 1842
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=295245 655392 128 2 1071232 2 2 1052672 16 22528 1577090 1183744 2 135168
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=31
num_cat=12
split_feature=13 6 12 12 14 13 11 11 13 13 11 11 13 11 12 11 13 13 14 12 12 12 12 13 12 11 13 14 12 12
split_gain=28685.5 137241 388919 1.20597e+06 3.75875e+06 4.33724e+06 1.88538e+06 6.41153e+06 8.35353e+06 3.69e+06 1.50331e+07 2.34661e+06 1.17996e+06 1.04486e+06 958308 1.25992e+06 1.27725e+06 1.1576e+06 1.74886e+07 2.27528e+07 1.69046e+06 1.49342e+06 2.26497e+06 1.56785e+06 1.11194e+06 1.84468e+06 2.87484e+06 2.05811e+06 8.14952e+06 1.20171e+06
threshold=0 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 1 2 1.0000000180025095e-35 1.5000000000000002 3 4 2.5000000000000004 2.5000000000000004 5 3.5000000000000004 11.500000000000002 1.0000000180025095e-35 6 7 8 7.5000000000000009 6.5000000000000009 9.5000000000000018 10.500000000000002 9 7.5000000000000009 3.5000000000000004 10 11 6.5000000000000009 6.5000000000000009
decision_type=9 2 2 2 1 9 2 2 9 9 2 2 9 2 2 2 9 9 1 2 2 2 2 9 2 2 9 1 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 -8 10 -9 12 -11 -13 15 17 -17 18 19 -4 -20 -19 23 -23 25 -18 27 28 -27 -29
right_child=1 2 14 4 5 -7 7 9 -10 11 -12 13 -14 -15 -16 16 24 21 20 -21 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.030080851306416575 0.046124245496660582 -0.077037488395046858 111.69853889942169 -1.5001472545084211 1.5943903578373426 -1.5203863978017143 24.845793000944369 47.003593942742604 -4.2630956598230316 3.6631711662861344 1.1689429934271451 10.566825218626114 -5.0167970701705578 -2.1519301919376148 0.16327448471283609 -0.050121121700756145 -0.81098539507482836 -0.69621547574961051 -22.354870253918222 9.6801466347514733 -2.526644757542297 6.2612225052674235 -0.74006401493005158 -1.3453824701095496 -1.8316111958726542 -5.4695150506006529 -2.9264389862008646 12.719875661532086 39.841625039878934 -2.1310921396527971
leaf_weight=215983 343264 31481 32 2706 855 1283 354 95 138 218 290 269 506 85 37802 13167 5848 5828 51 69 274 1253 1529 347 13620 73 284 96 87 126
leaf_count=215983 343264 31481 32 2706 855 1283 354 95 138 218 290 269 506 85 37802 13167 5848 5828 51 69 274 1253 1529 347 13620 73 284 96 87 126
internal_value=0 0.0140657 -0.0785904 0.183806 1.39157 3.30337 5.49169 7.22423 17.0995 3.90323 12.1629 0.83281 -2.42191 7.51289 -0.203389 -0.528115 -0.816506 0.495407 5.52726 42.0028 -5.63815 0.24964 2.01217 4.64226 -1.31702 -0.243088 4.74349 10.2539 19.1684 4.29095
internal_weight=0 462030 118766 38280 6799 4093 2810 1955 492 1463 385 1078 724 354 80486 42684 33301 9383 426 101 325 8957 3129 1600 20134 6514 666 382 160 222
internal_count=678013 462030 118766 38280 6799 4093 2810 1955 492 1463 385 1078 724 354 80486 42684 33301 9383 426 101 325 8957 3129 1600 20134 6514 666 382 160 222
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=238149 2 1052688 16 1048576 4096 3686792 2101248 2 24 4112 2
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=31
num_cat=11
split_feature=12 13 12 1 13 11 11 13 12 11 8 14 8 14 12 13 12 0 6 14 14 11 13 9 13 12 12 8 11 14
split_gain=25295.7 233531 320974 543504 907894 616614 899541 926126 868514 334597 1.98648e+06 2.3231e+07 567756 1.8079e+06 1.14387e+06 512323 899076 429202 700501 1.36421e+06 455854 293486 277661 367832 494364 248408 242757 1.31112e+06 3.61586e+07 4.48634e+07
threshold=13.500000000000002 0 15.500000000000002 1.0000000180025095e-35 1 2.5000000000000004 3.5000000000000004 2 14.500000000000002 3.5000000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 4 14.500000000000002 5 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6 7 4.5000000000000009 8 1.0000000180025095e-35 9 14.500000000000002 14.500000000000002 1.0000000180025095e-35 3.5000000000000004 10
decision_type=2 9 2 2 9 2 2 9 2 2 2 1 2 1 2 9 2 2 2 1 1 2 9 2 9 2 2 2 2 1
left_child=-1 26 3 9 5 -5 7 8 -7 12 15 -12 -3 -14 -15 16 17 18 -11 -20 -19 -6 -17 -24 -25 -8 27 -2 29 -29
right_child=1 2 -4 4 21 6 25 -9 -10 10 11 -13 13 14 -16 22 -18 20 19 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0080621832314136214 0.49611604952283861 -0.62332317382627844 0.067537658252351668 1.2768917429724407 -3.0324715778793117 11.307134507194398 -4.6024518765901261 3.0824601383532508 29.871844748088293 -1.762651244401932 2.833720767341847 -88.12851104736329 -0.28473579477180139 17.665940156039738 0.94268449811793098 -0.61937265666247587 -1.2647599962993443 20.894865080367691 4.1794452616373698 31.571284548441572 4.83361676534017 8.8801177534190092 1.0876322962577278 -7.1077671466913444 1.0745130165056749 4.318401292441548 0.050418280641983698 8.4743584477712233 65.909293097418711 -122.50484009800535
leaf_weight=578077 5167 28926 41074 430 345 63 57 108 42 80 229 32 704 105 67 2020 191 43 75 24 30 22 3700 123 166 69 15811 126 74 33
leaf_count=578077 5167 28926 41074 430 345 63 57 108 42 80 229 32 704 105 67 2020 191 43 75 24 30 22 3700 123 166 69 15811 126 74 33
internal_value=0 -0.0464242 -0.125769 -0.336684 1.81739 3.74248 6.98032 10.9422 17.1041 -0.403698 0.23411 -8.31874 -0.547367 1.96076 11.1516 0.580095 3.82357 7.83192 5.19641 10.8199 14.2944 -2.25687 0.334058 0.817209 -2.61667 0.282777 0.248009 0.827005 8.16479 -18.71
internal_weight=0 99936 78725 37651 1136 769 339 213 105 36515 6713 261 29802 876 172 6452 443 252 179 99 73 367 6009 3989 289 126 21211 5400 233 159
internal_count=678013 99936 78725 37651 1136 769 339 213 105 36515 6713 261 29802 876 172 6452 443 252 179 99 73 367 6009 3989 289 126 21211 5400 233 159
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2236526 1054992 1054720 2 2 528384 2 2 33025 1050624 2
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=31
num_cat=6
split_feature=13 12 11 1 14 14 0 12 12 8 12 12 11 12 13 12 12 12 14 2 12 11 8 12 1 1 14 1 12 8
split_gain=27287.6 119814 261342 471159 2.7918e+06 257664 226444 480824 2.39507e+06 290710 253940 266669 543729 219082 179657 130394 128652 497383 898750 152329 119688 497822 1.69597e+06 1.37901e+06 1.62981e+07 1.42325e+06 1.67185e+06 371163 1.0487e+06 333935
threshold=0 18.500000000000004 2.5000000000000004 1.0000000180025095e-35 1 2 1.0000000180025095e-35 28.500000000000004 24.500000000000004 1.0000000180025095e-35 21.500000000000004 20.500000000000004 3.5000000000000004 24.500000000000004 3 29.500000000000004 22.500000000000004 21.500000000000004 4 1.0000000180025095e-35 15.500000000000002 3.5000000000000004 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35
decision_type=9 2 2 2 1 1 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2
left_child=1 20 5 6 -5 -3 9 8 10 15 11 -8 -13 -6 -7 16 17 19 -19 -4 -1 27 23 25 -25 -23 -27 29 -29 -22
right_child=-2 2 3 4 13 14 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.031364254760746779 0.01054109980628805 0.58747685435075081 -1.9012584087848663 29.129859970837106 -3.5558878562185501 -2.5945235045312289 1.5062504239015646 -6.7263456459045416 29.990556123852731 8.2150616419315341 -3.4114323510064022 1.1579410452591745 20.146841873168945 7.5762828783555465 1.808973855442471 3.3758390036496255 -3.3994739746686187 -0.051374070975515579 25.002537504831949 4.7071312644764003 -0.3430209092299541 -0.54350462840996838 -17.698884533390856 -1.3577176083721243 -92.273014322916666 29.497182028634207 -2.9708037014665276 -4.1288804364425173 8.486771616286779 3.9947931607132379
leaf_weight=135706 531821 1309 425 41 90 529 286 50 32 40 81 38 25 22 107 77 165 45 21 38 4999 1131 66 323 21 35 29 108 169 184
leaf_count=135706 531821 1309 425 41 90 529 286 50 32 40 81 38 25 22 107 77 165 45 21 38 4999 1131 66 323 21 35 29 108 169 184
internal_value=0 -0.0382392 0.546595 1.54993 6.80374 -0.214803 0.942344 2.5889 3.59704 -0.097156 1.63287 2.80361 8.69322 -1.36921 -1.86603 -0.528399 -0.961579 -0.201177 7.92033 -1.35889 -0.0522554 -0.453536 -2.00178 -1.32861 -6.90778 0.277443 14.7851 0.0015798 3.56803 -0.189026
internal_weight=0 146192 3421 1476 153 1945 1323 512 462 811 430 349 63 112 636 771 694 529 66 463 142771 7065 1605 1539 344 1195 64 5460 277 5183
internal_count=678013 146192 3421 1476 153 1945 1323 512 462 811 430 349 63 112 636 771 694 529 66 463 142771 7065 1605 1539 344 1195 64 5460 277 5183
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=238148 2 2 139328 2 2
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=31
num_cat=9
split_feature=13 12 1 13 14 11 11 3 14 11 0 11 11 11 14 13 13 11 8 2 3 11 12 12 11 14 13 11 12 12
split_gain=22771.9 132732 570436 1.20685e+06 1.60841e+06 1.05303e+06 582343 438594 479300 677342 2.27362e+06 661890 468125 914885 1.4836e+06 1.79822e+06 368537 366340 463378 447707 324288 1.41207e+06 2.35363e+06 2.88624e+06 1.8681e+06 1.43138e+06 1.33637e+06 978603 974770 1.35599e+06
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1 2 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 3 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 4 5 6 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 7.5000000000000009 4.5000000000000009 7 8 1.5000000000000002 8.5000000000000018 9.5000000000000018
decision_type=9 2 2 9 1 2 2 2 1 2 2 2 2 2 1 9 9 2 2 2 2 2 2 2 2 1 9 2 2 2
left_child=1 2 7 4 -4 -6 -5 8 9 10 -1 -12 13 -9 -15 -16 -10 -18 19 -19 -3 27 -23 24 25 26 -24 -22 -25 -30
right_child=-2 20 3 6 5 -7 -8 12 16 -11 11 -13 -14 14 15 -17 17 18 -20 -21 21 22 23 28 -26 -27 -28 -29 29 -31
leaf_value=-0.24625505351929494 0.012678424849272871 0.03102099145822584 -0.70984651817465727 -4.9179802618503574 36.151726538135158 11.727845275692824 6.3230350154719943 0.10702050811714597 0.6208513782241849 -0.115958839687287 10.90975472506355 30.500182593209406 -0.16500436475715693 0.15987072195144411 7.6901042942982984 1.2273619286777562 -2.7412575431500699 -1.4821470491942907 7.337857411005726 8.547140624675345 0.11307320579250241 -0.033297943528556855 12.62857611380886 -4.7146694235503679 -0.41146786831654486 2.0284391540012279 -0.33007796894420283 -1.054062280664497 8.0992064206830925 -0.11549569241723663
leaf_weight=197 459004 135594 53 125 31 41 73 6120 741 2210 34 35 8412 1880 793 958 1792 840 73 47 10540 22988 617 320 289 237 100 22562 248 1059
leaf_count=197 459004 135594 53 125 31 41 73 6120 741 2210 34 35 8412 1880 793 958 1792 840 73 47 10540 22988 617 320 289 237 100 22562 248 1059
internal_value=0 -0.0265112 0.193067 4.36767 11.5846 22.2437 -0.736375 0.137191 -0.606474 0.457858 5.22528 20.8469 0.381586 0.853119 2.11066 4.20516 -1.36092 -1.88992 -0.320442 -0.950719 -0.0541131 -0.249901 0.303805 3.00391 6.63205 8.76577 10.9928 -0.682435 0.232083 1.44322
internal_weight=0 219009 24455 323 125 72 198 24132 5969 2476 266 69 18163 9751 3631 1751 3493 2752 960 887 194554 58960 25858 2870 1243 954 717 33102 1627 1307
internal_count=678013 219009 24455 323 125 72 198 24132 5969 2476 266 69 18163 9751 3631 1751 3493 2752 960 887 194554 58960 25858 2870 1243 954 717 33102 1627 1307
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=238151 8193 2 2 2 65537 98374 2 131077
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=31
num_cat=10
split_feature=11 0 13 12 12 13 12 13 14 14 13 12 13 11 12 12 12 13 12 13 12 11 11 12 13 12 12 11 11 12
split_gain=23580.1 200052 966626 1.33958e+06 2.01246e+06 2.77706e+06 892822 2.50988e+06 4.33435e+06 1.18721e+06 2.58089e+06 3.40673e+06 3.22152e+06 4.87962e+06 8.72936e+06 2.44707e+06 1.77238e+06 1.73252e+06 1.57996e+06 6.42372e+06 5.71399e+06 4.10249e+06 3.39801e+06 2.49465e+06 2.17283e+06 2.14719e+06 5.2266e+06 8.90116e+06 4.78505e+06 1.57577e+06
threshold=2.5000000000000004 1.0000000180025095e-35 0 13.500000000000002 12.500000000000002 1 11.500000000000002 2 3 4 5 9.5000000000000018 6 1.5000000000000002 10.500000000000002 5.5000000000000009 4.5000000000000009 7 8.5000000000000018 8 10.500000000000002 1.0000000180025095e-35 1.5000000000000002 9.5000000000000018 9 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009
decision_type=2 2 9 2 2 9 2 9 1 1 9 2 9 2 2 2 2 9 2 9 2 2 2 2 9 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 9 8 -8 10 11 16 13 -13 -15 17 -4 -12 24 -20 23 -22 -23 -21 25 26 -17 -28 -29 -26
right_child=-2 2 3 -5 5 -7 7 -9 -10 -11 15 12 -14 14 -16 18 -18 -19 19 20 21 22 -24 -25 29 -27 27 28 -30 -31
leaf_value=-0.026334309869579915 -0.020468811607979188 -0.53759584775150804 1.0246030526491783 -0.44168793995326072 3.7238755081522807 -2.5021645625075952 -2.7374511941900397 -2.0019614236590306 12.413238520527697 0.066122378703741685 2.885325482852914 1.6368456910016573 -1.4127885125393211 21.690274460349926 1.6730257679865912 4.5740240992331991 -1.3894470788460869 -2.4865123844684516 -2.4368027634144314 13.622285315330993 61.689310186880611 -9.5561408728361137 27.184075526059686 -1.2702756731850762 -0.52489604169672188 3.7298415760576953 74.394067382812509 -2.7286539773683294 28.671881579676423 9.7633043866952267
leaf_weight=275336 306717 17202 5317 19001 3716 882 406 3878 353 29425 1369 1331 1001 418 455 245 7106 1054 981 188 27 32 118 280 440 263 32 74 141 225
leaf_count=275336 306717 17202 5317 19001 3716 882 406 3878 353 29425 1369 1331 1001 418 455 245 7106 1054 981 188 27 32 118 280 440 263 32 74 141 225
internal_value=0 0.0169994 0.141336 0.289657 0.522252 2.53224 0.354701 -0.973293 4.25288 0.476587 1.04908 0.393431 3.30049 5.42295 11.2575 2.91659 -0.356242 0.550233 4.80853 2.68018 10.3402 25.8053 19.3462 4.71221 7.24563 10.8798 14.9229 25.188 17.8643 2.91228
internal_weight=0 371296 95960 78758 59757 4598 55159 4637 759 50522 21097 15628 3205 2204 873 5469 12423 2423 3046 1626 645 177 150 468 1420 755 492 247 215 665
internal_count=678013 371296 95960 78758 59757 4598 55159 4637 759 50522 21097 15628 3205 2204 873 5469 12423 2423 3046 1626 645 177 150 468 1420 755 492 247 215 665
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=856132 141328 147714 2 2 181138 16 3153952 2107424 10248
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=31
num_cat=7
split_feature=13 3 12 13 11 14 12 12 11 12 11 12 12 12 11 14 12 12 11 11 12 11 13 12 14 13 11 12 11 11
split_gain=26841 198710 378382 1.02489e+06 4.1446e+06 1.11184e+07 4.71947e+07 1.75769e+07 4.23056e+07 6.6145e+06 5.07519e+06 2.24261e+06 5.01395e+06 3.28086e+06 2.66705e+06 2.24107e+06 3.83586e+06 1.29445e+06 494892 1.02899e+06 323453 735973 973621 1.11616e+06 1.11863e+06 790537 695204 607825 576626 380347
threshold=0 1.0000000180025095e-35 7.5000000000000009 1 1.5000000000000002 2 11.500000000000002 9.5000000000000018 2.5000000000000004 13.500000000000002 2.5000000000000004 11.500000000000002 10.500000000000002 13.500000000000002 2.5000000000000004 3 10.500000000000002 12.500000000000002 3.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 4 5.5000000000000009 5 6 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 2 2 9 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 1 9 2 2 2 2
left_child=-1 -2 20 4 15 11 7 10 -9 -8 -7 12 18 17 -14 -4 -17 -13 19 -6 -3 22 28 -24 26 -23 -25 -26 -22 -29
right_child=1 2 3 -5 5 6 9 8 -10 -11 -12 13 14 -15 -16 16 -18 -19 -20 -21 21 25 23 24 27 -27 -28 29 -30 -31
leaf_value=-0.011953186366112457 -0.029083492807624192 0.26057186525338449 -0.69125418033492703 0.13577217852284348 -2.7456305740619529 -2.6226879019486278 -101.38228839692616 145.53613339687917 -25.188000606355214 -25.925030539585993 46.762299040089488 12.295818920793206 -63.521191940307624 0.68254347447237362 -13.06506944136186 -6.7585080541413411 -54.294092575709023 41.254698874733663 -7.4022578850598411 11.619553249760678 1.673989773290333 -3.562111086645932 0.70034270233774265 -3.3200779900725546 17.227353232247491 -0.34967819988425008 6.8475967764854433 -4.2866616982680101 -1.3536592222602764 11.249550762176515
leaf_weight=497372 133710 35020 178 2623 145 38 21 47 21 26 46 29 20 163 22 58 24 33 71 76 827 1257 1144 116 112 1960 160 26 2628 40
leaf_count=497372 133710 35020 178 2623 145 38 21 47 21 26 46 29 20 163 22 58 24 33 71 76 827 1257 1144 116 112 1960 160 26 2628 40
internal_value=0 0.0330517 0.210087 1.18917 3.86408 7.63901 27.9376 55.0175 92.8125 -59.64 24.4215 0.412866 -4.78577 8.12995 -37.0918 -6.99267 -20.6714 27.7094 -0.139009 2.19443 0.127739 -0.434754 0.317958 2.35054 6.56053 -1.61705 2.57423 12.7415 -0.627136 5.12922
internal_weight=0 180641 46931 3641 1018 758 199 152 68 47 84 559 334 225 42 260 82 62 292 221 43290 8270 5053 1598 454 3217 276 178 3455 66
internal_count=678013 180641 46931 3641 1018 758 199 152 68 47 84 559 334 225 42 260 82 62 292 221 43290 8270 5053 1598 454 3217 276 178 3455 66
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1270485 4136 2 2 559368 2 2361608
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=31
num_cat=5
split_feature=13 1 11 13 12 12 11 12 12 11 12 13 12 12 12 12 12 12 12 12 12 12 14 12 12 12 12 11 13 12
split_gain=24461.1 165341 1.10999e+06 1.03997e+06 1.14503e+06 1.50644e+06 889919 494557 2.85139e+06 1.77157e+06 505545 882321 1.38984e+06 464828 5.45056e+06 385790 952019 529216 407402 347701 305964 353825 498321 711914 244142 1.5469e+06 239698 487420 227614 1.56906e+06
threshold=0 1.0000000180025095e-35 1.5000000000000002 1 7.5000000000000009 4.5000000000000009 2.5000000000000004 17.500000000000004 18.500000000000004 3.5000000000000004 7.5000000000000009 2 6.5000000000000009 6.5000000000000009 7.5000000000000009 18.500000000000004 19.500000000000004 16.500000000000004 21.500000000000004 23.500000000000004 4.5000000000000009 2.5000000000000004 3 3.5000000000000004 10.500000000000002 11.500000000000002 2.5000000000000004 1.0000000180025095e-35 4 1.5000000000000002
decision_type=9 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2
left_child=1 -1 3 4 5 -3 13 10 -9 -10 11 12 20 28 -15 17 -17 24 -18 -20 21 -8 -23 -24 -16 -26 27 -5 29 -4
right_child=-2 2 6 26 -6 -7 7 8 9 -11 -12 -13 -14 14 15 16 18 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.057251733219768002 -0.0094067594306463317 -9.9438479925024108 19.180673051917037 -19.356232981248336 -3.4029544534683227 -38.188264165605823 1.7302111727590781 -32.991139650344849 -8.7401153457408043 23.161003335316977 1.1077994214890519 -5.8509504051592849 -23.310154052007768 29.382291437784829 -2.2575482525668304 25.914951477050785 -5.2627395066347988 -11.28515591621399 12.680541247413274 -2.2146288604736326 -3.731732679873097 -0.47516240437825524 26.82108290536063 4.4661544142098268 19.298653887665793 -0.51897140001728592 -1.025344637910957 -2.9446326952938939 -0.60990064171811642 -3.2438259488528538
leaf_weight=130371 543829 58 46 22 100 28 131 32 49 27 638 387 21 75 182 20 44 40 42 25 49 30 28 29 46 274 598 102 593 97
leaf_count=130371 543829 58 46 22 100 28 131 32 49 27 638 387 21 75 182 20 44 40 42 25 49 30 28 29 46 274 598 102 593 97
internal_value=0 0.0382651 -0.610811 -3.66262 -10.1342 -19.1397 0.343075 -1.44556 -7.95032 2.59318 -0.910516 -2.8182 1.41122 2.05578 3.81135 0.961687 5.83172 -0.215388 2.21312 7.12264 3.40845 5.01336 9.95694 15.4475 0.666666 2.32981 -1.82971 -5.85637 0.271589 3.7102
internal_weight=0 134184 3813 908 186 86 2905 1421 108 76 1313 675 288 1484 748 673 131 542 111 67 267 218 87 57 502 320 722 124 736 143
internal_count=678013 134184 3813 908 186 86 2905 1421 108 76 1313 675 288 1484 748 673 131 542 111 67 267 218 87 57 502 320 722 124 736 143
cat_boundaries=0 1 2 3 4 5
cat_threshold=2627840 524288 4096 2 2048
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=31
num_cat=5
split_feature=13 12 14 2 12 11 12 13 6 11 11 7 13 0 1 12 12 11 1 9 11 7 2 0 13 11 11 12 12 6
split_gain=19769.1 152263 603042 326178 1.00521e+06 2.74754e+06 370108 1.31289e+06 1.67779e+06 1.14269e+06 749470 926500 656235 1.58389e+06 642859 864711 3.5944e+06 531185 522989 350209 341412 303997 291799 231617 302947 1.51358e+06 1.29205e+06 2.48077e+06 7.60837e+06 1.24716e+07
threshold=0 13.500000000000002 1 1.0000000180025095e-35 14.500000000000002 2.5000000000000004 14.500000000000002 2 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 18.500000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4 3.5000000000000004 2.5000000000000004 17.500000000000004 16.500000000000004 1.0000000180025095e-35
decision_type=9 2 1 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 8 -3 -10 11 18 13 -12 23 -16 -17 -18 19 -9 -13 -14 -4 24 25 26 -8 28 -28 -30
right_child=-2 2 22 4 -6 -7 14 10 9 -11 12 20 21 -15 15 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.078364259207768405 -0.0084661398468016645 -2.9447128886321807 0.63908046359617288 -3.5380334233244266 -0.46372973985817972 33.305073828016013 -3.6635274976846719 -1.5787699894205824 -2.0206834464237611 -25.627291325160435 2.523266386985779 -10.835496238980975 -0.98726091722562082 28.847253465652468 -0.23416942631432769 -40.104410493373877 -6.5086140026306287 13.841262683661089 10.456923147348258 3.4157715525848191 -1.4754136332759151 9.1348869155435004 -4.943699579238892 -0.85167505169099911 -0.10295037503034719 -22.138522346814476 3.5219903851841012 -6.7013374941423542 -1.7855343697449335 97.135703125000006
leaf_weight=114649 543829 212 6460 48 294 35 168 1998 29 70 80 140 233 32 109 32 29 23 39 151 54 34 95 4025 4770 24 204 96 26 25
leaf_count=114649 543829 212 6460 48 294 35 168 1998 29 70 80 140 233 32 109 32 29 23 39 151 54 34 95 4025 4770 24 204 96 26 25
internal_value=0 0.0343904 -0.22367 -0.618505 2.27988 11.9982 -0.705206 -1.65973 -7.71585 -18.7122 -0.946191 -1.60681 3.18081 9.22109 -0.397548 -6.11019 -13.735 2.49229 -1.01955 -1.22783 -8.23011 0.29081 0.558171 -0.279478 0.154005 2.36949 3.54847 7.00036 12.1586 46.7053
internal_weight=0 134184 19535 12980 377 83 12603 3072 311 99 2761 2382 379 112 9531 193 84 52 2188 2149 194 267 6555 9338 5313 543 519 351 255 51
internal_count=678013 134184 19535 12980 377 83 12603 3072 311 99 2761 2382 379 112 9531 193 84 52 2188 2149 194 267 6555 9338 5313 543 519 351 255 51
cat_boundaries=0 1 2 3 4 5
cat_threshold=2627840 2 256 4096 256
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=31
num_cat=5
split_feature=12 13 11 14 1 12 12 12 10 12 1 1 12 9 12 0 11 12 11 13 0 12 12 11 1 14 11 14 6 12
split_gain=17800.2 200859 503850 558368 753328 2.38346e+06 8.28346e+06 454555 418638 385664 3.61593e+06 1.42261e+06 402908 443070 490304 384589 357350 301015 781591 311066 885778 2.31093e+06 891989 853742 746491 688608 662851 937338 1.87252e+06 6.4959e+06
threshold=15.500000000000002 0 3.5000000000000004 1 1.0000000180025095e-35 17.500000000000004 18.500000000000004 16.500000000000004 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 4.5000000000000009 17.500000000000004 1.5000000000000002 2 1.0000000180025095e-35 16.500000000000004 16.500000000000004 2.5000000000000004 1.0000000180025095e-35 3 2.5000000000000004 4 1.0000000180025095e-35 16.500000000000004
decision_type=2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 1 2 2
left_child=-1 2 17 8 7 -6 -7 15 9 10 12 -11 13 -4 -15 16 -5 18 -2 20 22 23 -20 -22 26 -24 -21 28 -28 -30
right_child=1 -3 3 4 5 6 -8 -9 -10 11 -12 -13 -14 14 -16 -17 -18 -19 19 24 21 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0046419972574270702 -2.3591177293277803 -0.002861850632764831 -2.3213040520025023 5.0472116414238428 -3.9273017054018768 66.358477313701925 -6.8931781066091435 -3.2452160524285363 5.1195366801099578 -1.0211094507815697 -36.525090100688317 19.374070806761047 1.8449309395070661 -2.3716848055521651 -22.803750112782353 -0.9184849621544422 20.818826885223388 0.50862846270693296 -2.0757345702750554 -3.5020763226917815 4.9533089030872697 -2.0069749832153323 3.6519218897819523 27.461976146697999 19.160946670532226 19.2268349647522 1.8561655569173721 -5.9096444485916031 -8.9458353154799521 53.827785873413092
leaf_weight=626294 235 47440 660 51 69 26 38 184 94 452 31 37 228 24 23 71 20 1065 163 175 22 68 80 72 25 44 184 72 34 32
leaf_count=626294 235 47440 660 51 69 26 38 184 94 452 31 37 228 24 23 71 20 1065 163 175 22 68 80 72 25 44 184 72 34 32
internal_value=0 0.0563983 0.711742 -0.440596 2.62276 8.96538 22.8653 0.0351293 -1.34833 -1.76619 -2.92454 0.522084 -1.81051 -2.98935 -12.3704 4.28572 9.48992 1.73376 2.81566 4.06806 5.99031 12.0356 2.78672 22.194 2.25664 9.1785 1.45173 4.14401 7.03946 21.4899
internal_weight=0 51719 4279 2008 459 133 64 326 1549 1455 966 489 935 707 47 142 71 2271 1206 971 449 162 287 94 522 124 497 322 250 66
internal_count=678013 51719 4279 2008 459 133 64 326 1549 1455 966 489 935 707 47 142 71 2271 1206 971 449 162 287 94 522 124 497 322 250 66
cat_boundaries=0 1 2 3 4 5
cat_threshold=781 2 5 2 2
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=31
num_cat=3
split_feature=11 13 14 1 8 12 12 1 12 12 12 13 12 12 12 8 3 12 12 12 12 12 6 6 12 12 0 3 6 0
split_gain=17362.9 127295 547195 1.61741e+07 4.4198e+06 5.41645e+07 3.66439e+06 2.1862e+06 9.90579e+06 898488 1.75681e+06 2.30211e+06 3.85354e+06 4.8804e+06 1.88502e+06 1.752e+06 1.66588e+06 655037 522808 463606 658797 4.27777e+06 3.38202e+07 1.78693e+06 4.91442e+06 760859 606540 453073 444420 996968
threshold=1.0000000180025095e-35 0 1 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 8.5000000000000018 1.0000000180025095e-35 3.5000000000000004 9.5000000000000018 6.5000000000000009 2 7.5000000000000009 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 13.500000000000002 6.5000000000000009 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 17 6 -6 9 -9 10 -4 12 -12 -14 28 16 -11 27 -10 20 21 23 26 -19 -25 -22 -23 -1 29 -13
right_child=-2 -3 7 -5 5 -7 -8 8 18 15 11 14 13 -15 -16 -17 -18 19 -20 -21 25 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=14.855191185209486 -0.0067971311387336796 0.012300112460875189 -0.50703770728658959 67.273551784979333 -4.2431601190253314 159.79277912486685 -52.290112235329367 -69.608597473144528 -3.7243017755343879 -0.57294730476832767 -5.5283399191059051 30.14095295071602 43.078363712855747 5.02537217947153 -3.4917236108628531 -20.90907064576944 -26.254977765450111 -0.28193674538654706 12.411122185843332 1.593185088832122 -12.585151887752794 -20.491532799857005 135.62708587646486 -3.1138825494949134 -58.008387393043158 -2.6726600249700772 -2.3581371943155927 1.6734144087760681 5.0879474225251577 4.0488140530056427
leaf_weight=45 574056 98797 1319 37 57 22 22 25 71 884 61 32 70 65 252 48 26 473 28 567 88 35 20 73 21 645 39 62 46 27
leaf_count=45 574056 98797 1319 37 57 22 22 25 71 884 61 32 70 65 252 48 26 473 28 567 88 35 20 73 21 645 39 62 46 27
internal_value=0 0.0376175 0.521327 1.71399 0.595637 21.0218 -17.6233 -0.367568 -13.3639 0.201884 1.47654 6.20771 14.5869 24.7566 1.1661 -2.28888 -1.30672 -0.401965 0.839252 -0.817694 -1.7983 0.490961 20.2486 -2.78456 -15.3775 -3.8627 -10.9347 7.21715 12.4559 18.2005
internal_weight=0 103957 5160 2206 2169 101 79 2954 124 2830 1872 553 196 135 357 958 910 2068 99 1961 1394 661 94 567 94 733 74 107 105 59
internal_count=678013 103957 5160 2206 2169 101 79 2954 124 2830 1872 553 196 135 357 958 910 2068 99 1961 1394 661 94 567 94 733 74 107 105 59
cat_boundaries=0 1 2 3
cat_threshold=4128 2 32
is_linear=0
shrinkage=0.1


Tree=600
num_leaves=31
num_cat=15
split_feature=11 0 13 12 12 13 11 11 13 13 14 13 13 14 14 13 12 12 13 13 12 14 12 11 13 11 12 12 11 13
split_gain=15877.8 177875 808667 947347 1.17344e+06 3.10372e+06 824093 3.8149e+06 2.02708e+06 1.63342e+06 1.31345e+06 712226 562111 1.87866e+06 857917 558332 671355 1.17274e+06 747718 676808 1.81293e+06 1.029e+06 2.21948e+06 3.59433e+06 2.18212e+06 1.84685e+06 1.48518e+06 1.67801e+06 2.73141e+06 1.80982e+06
threshold=2.5000000000000004 1.0000000180025095e-35 0 13.500000000000002 12.500000000000002 1 1.0000000180025095e-35 1.5000000000000002 2 3 4 5 6 7 8 9 3.5000000000000004 1.5000000000000002 10 11 11.500000000000002 12 10.500000000000002 1.0000000180025095e-35 13 1.5000000000000002 9.5000000000000018 5.5000000000000009 1.5000000000000002 14
decision_type=2 2 9 2 2 9 2 2 9 9 1 9 9 1 1 9 2 2 9 9 2 1 2 2 9 2 2 2 2 9
left_child=1 -1 -3 4 15 6 9 11 -9 10 -6 -8 13 -10 -14 -4 17 18 -17 -18 21 22 26 -24 25 -25 27 -21 -29 -30
right_child=-2 2 3 -5 5 -7 7 8 12 -11 -12 -13 14 -15 -16 16 19 -19 -20 20 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.026941038219982217 -0.016825581017551623 -0.86213558107950949 0.071841820524728719 -0.37296953704859787 3.1831809909864406 -2.197566685941867 2.8553214841241008 -3.873924215039493 11.503715314136612 -4.6239161731350809 9.6959137350415432 -4.9571700025765075 -0.92308892038612889 2.7330989050415329 9.3649892449378971 2.4461820541933967 0.42478187022822722 -1.4250341752694287 -1.2960139347270212 -0.39027435805771377 -2.8968729398808306 1.133578112787087 39.192878170013429 0.84415379100375709 -3.0399458765983582 20.459482039345637 -2.3003010007635036 -0.67165976500565239 11.063743018086752 0.039782361150945272
leaf_weight=275336 306717 7542 42225 20866 609 1374 139 217 576 145 630 627 221 424 128 1890 7480 3335 738 637 731 3178 40 72 128 144 487 441 740 196
leaf_count=275336 306717 7542 42225 20866 609 1374 139 217 576 145 630 627 221 424 128 1890 7480 3335 738 637 731 3178 40 72 128 144 487 441 740 196
internal_value=0 0.0139202 0.131162 0.215963 0.397909 1.85793 3.35435 2.21614 5.0449 5.29644 6.44274 -3.56694 6.4604 7.7079 2.7708 0.278933 0.710646 -0.180138 1.39967 1.08327 1.80497 2.37483 3.74215 10.8207 7.5216 13.3051 2.65532 3.85362 5.81685 8.87393
internal_weight=0 371296 95960 88418 67552 5090 3716 2332 1566 1384 1239 766 1349 1000 349 62462 20237 5963 2628 14274 6794 6063 2885 384 344 216 2501 2014 1377 936
internal_count=678013 371296 95960 88418 67552 5090 3716 2332 1566 1384 1239 766 1349 1000 349 62462 20237 5963 2628 14274 6794 6063 2885 384 344 216 2501 2014 1377 936
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=786500 141328 2048 2064 2 139264 8208 2 2 2208306 1196160 147592 2 2049 1050624
is_linear=0
shrinkage=0.1


Tree=601
num_leaves=31
num_cat=7
split_feature=13 12 14 4 2 12 11 12 13 6 11 1 11 7 13 0 12 12 11 1 9 12 0 11 13 14 11 11 12 13
split_gain=18463.9 132727 489829 287826 292397 765579 2.26255e+06 328789 1.04679e+06 1.3331e+06 925666 649164 639220 684529 645310 1.20425e+06 603789 2.92422e+06 441194 364274 300215 286536 1.72495e+06 5.05653e+06 1.14647e+07 1.15553e+07 1.72106e+07 3.45276e+06 2.51298e+06 1.74187e+06
threshold=0 13.500000000000002 1 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 2.5000000000000004 14.500000000000002 2 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 17.500000000000004 18.500000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 2.5000000000000004 4 5 3.5000000000000004 1.5000000000000002 12.500000000000002 6
decision_type=9 2 1 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 9
left_child=1 21 3 4 7 6 -6 8 9 -3 -11 -9 13 19 -14 -16 -13 -18 -19 20 -10 -1 -23 27 25 26 28 -24 -25 -26
right_child=-2 2 -4 -5 5 -7 -8 11 12 10 -12 16 14 -15 15 -17 17 18 -20 -21 -22 22 23 24 29 -27 -28 -29 -30 -31
leaf_value=0.021212721001243374 -0.0083935610478234318 -2.7291123640134138 0.49041222245148897 2.8109001031900984 -3.0389399832370234 -0.23670530579749893 29.97739453996931 -0.29841278018181061 -1.5770410597981996 -1.814776746157942 -23.061736363002233 -1.325506205263391 -0.063071703294986292 -7.2112710632459089 3.1307600572884802 25.965352058410645 -36.304201313853262 -6.0863569424070167 12.45978595070217 8.2659677086806891 3.0194211997237863 -0.27009297020628681 4.4034235657987191 79.734554890223919 8.0537800939956519 -3.4289729824313868 -9.6951122550077216 -3.5125311236896488 49.640531116832392 -0.23013614100217819
leaf_weight=107688 538542 207 6717 249 51 318 35 9395 1994 29 70 113 261 198 83 32 32 29 23 41 153 8114 898 56 394 77 43 1426 55 690
leaf_count=107688 538542 207 6717 249 51 318 35 9395 1994 29 70 113 261 198 83 32 32 29 23 41 153 8114 898 56 394 77 43 1426 55 690
internal_value=0 0.0324304 -0.205785 -0.557047 -0.62124 2.02711 10.3979 -0.705753 -1.60684 -7.0629 -16.8379 -0.417539 -0.973277 -1.58071 2.85546 8.72595 -6.09871 -12.5198 2.11674 -1.07118 -1.24949 0.0723814 0.541219 2.35023 7.30576 27.0309 44.0161 -0.453784 64.8231 2.8269
internal_weight=0 139471 20030 13313 13064 404 86 12660 3068 306 99 9592 2762 2386 376 115 197 84 52 2188 2147 119441 11753 3639 1315 231 154 2324 111 1084
internal_count=678013 139471 20030 13313 13064 404 86 12660 3068 306 99 9592 2762 2386 376 115 197 84 52 2188 2147 119441 11753 3639 1315 231 154 2324 111 1084
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2889984 2 256 526336 524288 2 4096
is_linear=0
shrinkage=0.1


Tree=602
num_leaves=31
num_cat=5
split_feature=12 13 12 1 12 11 11 11 14 11 8 11 11 14 9 12 12 11 2 5 11 11 7 14 13 12 0 11 1 12
split_gain=20088.7 171016 282590 732890 4.12516e+06 2.65864e+07 997781 772840 317421 946220 303800 1.59225e+06 778088 306406 717698 938996 2.4553e+06 425048 508657 472624 420936 277694 276980 259509 256294 222850 256161 743121 205954 473487
threshold=15.500000000000002 0 18.500000000000004 1.0000000180025095e-35 17.500000000000004 3.5000000000000004 2.5000000000000004 2.5000000000000004 1 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 2 1.0000000180025095e-35 16.500000000000004 17.500000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 3 4 17.500000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 19.500000000000004
decision_type=2 9 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2
left_child=-1 2 3 10 6 7 -5 23 9 -8 13 12 21 17 22 -16 -17 18 -2 20 -19 -12 25 -6 -22 -15 -27 -28 -4 -30
right_child=1 -3 28 4 5 -7 8 -9 -10 -11 11 -13 -14 14 15 16 -18 19 -20 -21 24 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.004930936733429956 0.36123393476634597 0.16058521374440271 0.20418600282680113 -4.1898849335061499 1.0790274963378905 -122.56632327125186 -0.28672373890876773 11.975714256649926 3.0508011362287735 23.504926757812502 -8.6344804208928903 -17.456273341178896 11.304815941756848 0.15162609930010146 0.087392423748970036 37.654022262836328 -6.6483764670111913 -3.0228382127427427 -8.0361424210909256 11.05802471144446 0.24911100803959441 0.12264524585795854 -3.0665759749950903 -13.060215271843806 -3.8859612471303024 0.86154748475455856 0.13784258310184924 14.568110528539439 9.3388348759656932 0.77298445693377793
leaf_weight=626294 2860 39584 3413 166 25 21 32 42 90 35 55 64 51 1516 60 29 22 1289 74 29 976 106 217 27 167 249 86 61 83 290
leaf_count=626294 2860 39584 3413 166 25 21 32 42 90 35 55 64 51 1516 60 29 22 1289 74 29 976 106 217 27 167 249 86 61 83 290
internal_value=0 0.0599147 -0.268381 -0.593563 -4.57538 -20.8397 1.21532 1.88649 6.93038 12.1418 -0.373107 -3.63243 0.5408 -0.255284 0.727857 8.56708 18.5432 -0.663483 0.149439 -1.63265 -1.78398 -2.86892 0.319142 -6.2625 -0.386869 0.703399 2.81574 6.12591 0.448013 2.67906
internal_weight=0 51719 12135 8349 438 115 323 94 157 67 7911 276 212 7635 2240 111 51 5395 2934 2461 2432 161 2129 52 1143 1912 396 147 3786 373
internal_count=678013 51719 12135 8349 438 115 323 94 157 67 7911 276 212 7635 2240 111 51 5395 2934 2461 2432 161 2129 52 1143 1912 396 147 3786 373
cat_boundaries=0 1 2 3 4 5
cat_threshold=2789376 2 2 2 655360
is_linear=0
shrinkage=0.1


Tree=603
num_leaves=31
num_cat=15
split_feature=12 12 0 13 14 11 13 11 11 13 13 11 13 14 13 13 11 9 14 11 11 13 13 13 6 11 11 13 14 4
split_gain=16526.5 284718 2.12056e+06 2.05832e+06 2.53965e+06 7.43695e+06 4.69081e+06 3.86042e+06 1.0032e+07 2.64838e+06 2.0369e+06 1.07093e+06 1.21919e+06 1.7417e+06 1.17441e+06 1.02175e+06 938579 869321 4.04095e+06 8.73409e+06 855838 2.03556e+06 669687 564008 538383 533239 482703 1.29334e+06 466388 1.15458e+06
threshold=9.5000000000000018 8.5000000000000018 1.0000000180025095e-35 0 1 3.5000000000000004 2 2.5000000000000004 1.5000000000000002 3 4 1.0000000180025095e-35 5 6 7 8 1.5000000000000002 1.0000000180025095e-35 9 1.0000000180025095e-35 2.5000000000000004 10 11 12 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 13 14 1.0000000180025095e-35
decision_type=2 2 2 9 1 2 9 2 2 9 9 2 9 1 9 9 2 2 1 2 2 9 9 9 2 2 2 9 1 2
left_child=1 -1 15 4 5 10 7 8 25 -7 -4 12 -5 -14 26 -3 17 22 19 -19 21 -12 -17 -18 28 -6 -13 -28 -25 -30
right_child=-2 2 3 11 6 9 -8 -9 -10 -11 20 14 13 -15 -16 16 23 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.010805032524728714 -0.02220512663441487 0.78180730064802151 -4.9983350944287199 -3.7580608604368102 6.027444734960711 15.884552371927057 0.59596636243871104 -2.0379412813452378 22.075896252839811 2.8141868854391165 14.454652603029267 -1.6508038349582135 23.137861990928652 3.3939346725876272 -4.2063173981695217 -3.4270896134482065 -0.18211849146738934 -2.3392455416840394 -1.1976184119955142 49.836539438421084 -2.5888293076405482 0.49445125554330538 0.46973046171558619 -2.031629549457806 -2.7387348739105537 1.130783936113765 7.2062592548152011 -0.85620763971914648 -0.45912937109624635 10.216942518002519
leaf_weight=421914 224177 6888 1224 111 714 337 1751 323 473 309 117 731 64 148 922 487 3593 77 342 55 452 607 3905 2061 3011 323 287 602 1901 107
leaf_count=421914 224177 6888 1224 111 714 337 1751 323 473 309 117 731 64 148 922 487 3593 77 342 55 452 607 3905 2061 3011 323 287 602 1901 107
internal_value=0 0.0109816 0.298937 1.55155 2.51722 0.398026 4.32533 7.84182 10.0071 9.92208 -2.16553 -0.689518 4.73189 8.933 -1.3811 -0.231388 -0.680574 0.470003 4.53861 19.4007 0.818437 2.95693 0.0309042 -1.20578 -1.72258 4.50226 0.251241 1.81807 -0.974878 0.109765
internal_weight=0 453836 31922 9495 6630 3046 3584 1833 1510 646 2400 2865 323 212 2542 22427 15539 4866 474 132 1176 724 4392 10673 7080 1037 1620 889 4069 2008
internal_count=678013 453836 31922 9495 6630 3046 3584 1833 1510 646 2400 2865 323 212 2542 22427 15539 4866 474 132 1176 724 4392 10673 7080 1037 1620 889 4069 2008
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1706132 2 16 133248 16 41024 2 12545 2902221 2 1048576 40992 1089824 12288 2
is_linear=0
shrinkage=0.1


Tree=604
num_leaves=31
num_cat=9
split_feature=12 13 1 11 6 12 11 14 12 11 13 6 12 13 9 12 12 13 11 0 12 12 14 14 12 0 13 11 13 12
split_gain=17578 161114 253922 541796 217830 340549 491719 875233 907548 169941 592247 587769 584731 521519 706066 4.68441e+06 696550 379840 368216 404452 760745 361122 1.33191e+06 394790 344958 431636 414758 372963 878526 3.2171e+06
threshold=15.500000000000002 0 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 16.500000000000004 3.5000000000000004 1 17.500000000000004 2.5000000000000004 2 1.0000000180025095e-35 17.500000000000004 3 1.0000000180025095e-35 16.500000000000004 17.500000000000004 4 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 16.500000000000004 5 6 17.500000000000004 1.0000000180025095e-35 7 3.5000000000000004 8 18.500000000000004
decision_type=2 9 2 2 2 2 2 1 2 2 9 2 2 9 2 2 2 9 2 2 2 2 1 1 2 2 9 2 9 2
left_child=-1 2 4 -4 -2 -6 7 8 -7 13 11 -11 -13 14 18 -16 -17 -12 19 20 21 23 -23 -3 -19 -26 27 -27 -29 -30
right_child=1 9 3 -5 5 6 -8 -9 -10 10 17 12 -14 -15 15 16 -18 24 -20 -21 -22 22 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.0045817926211433732 0.0036883243063623589 14.94686026930809 -1.8443802550032331 14.944914705753327 -1.6371165629795621 32.390878941462596 -2.9481134021983428 -2.3189042015870416 6.2148283993756337 -2.2941029340767662 0.6082256321778523 -23.804120771346554 -2.760035556295644 0.06308843532335616 39.357919300927058 -16.871971073857061 2.4690033999582131 -0.86941779145717746 0.5821680413652266 -0.60212865312590858 1.2557377105206253 1.8023836872794412 36.599371806058024 0.89712469696998598 -0.4784974325299019 1.1123498989017095 -0.42644876304958529 0.81416552670796705 26.993862066134604 0.45242166817188267
leaf_weight=626294 645 40 37 40 70 26 34 30 27 121 4935 31 23 29288 36 27 60 7592 1699 131 145 22 22 40 4268 909 932 290 71 128
leaf_count=626294 645 40 37 40 70 26 34 30 27 121 4935 31 23 29288 36 27 60 7592 1699 131 145 22 22 40 4268 909 932 290 71 128
internal_value=0 0.0560764 1.36833 6.87733 0.874929 3.88001 7.18086 11.3301 19.0559 0.0323243 -0.201349 -5.83241 -14.8409 0.17546 1.64892 9.02018 -3.53337 -0.146696 1.22482 3.9545 6.17353 11.9242 19.2009 7.92199 -0.409487 0.119113 1.21379 2.29393 4.53727 9.44724
internal_weight=0 51719 909 77 832 187 117 83 53 50810 19300 175 54 31510 2222 123 87 19125 2099 400 269 124 44 80 14190 6598 2330 1398 489 199
internal_count=678013 51719 909 77 832 187 117 83 53 50810 19300 175 54 31510 2222 123 87 19125 2099 400 269 124 44 80 14190 6598 2330 1398 489 199
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=12 2 576 1049280 76033 2 2 135216 135168
is_linear=0
shrinkage=0.1


Tree=605
num_leaves=31
num_cat=6
split_feature=13 5 11 12 12 14 13 11 12 12 12 3 12 13 11 14 12 12 11 12 12 12 12 12 11 14 12 12 11 11
split_gain=17161.3 161454 2.43026e+06 3.82149e+07 1.12236e+06 421034 378958 434698 646816 172044 162232 154109 316729 889267 3.24423e+06 8.97918e+06 3.82232e+07 1.42357e+07 3.42681e+07 5.35626e+06 4.4965e+06 1.82825e+06 4.06982e+06 2.64411e+06 2.16001e+06 1.71275e+06 2.94216e+06 1.04852e+06 401417 833397
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 13.500000000000002 1 2 2.5000000000000004 8.5000000000000018 10.500000000000002 7.5000000000000009 1.0000000180025095e-35 7.5000000000000009 3 1.5000000000000002 4 11.500000000000002 9.5000000000000018 2.5000000000000004 13.500000000000002 8.5000000000000018 11.500000000000002 10.500000000000002 13.500000000000002 2.5000000000000004 5 10.500000000000002 12.500000000000002 3.5000000000000004 2.5000000000000004
decision_type=9 2 2 2 2 1 9 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=-1 11 3 -3 9 10 -7 -8 -9 -5 -4 -2 -13 14 25 21 17 20 -19 -18 -17 22 28 27 -24 -14 -27 -23 29 -16
right_child=1 2 5 4 -6 6 7 8 -10 -11 -12 12 13 -15 15 16 19 18 -20 -21 -22 23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0095157931898505743 -0.034172645073809307 139.80935064077377 -2.1130920265474891 -18.814796801536314 0.6472448718163275 0.40325212811860517 -3.892454800535651 -29.383154783248905 -4.7938728850820791 -30.71101269721985 2.1791216111745229 0.101850946574227 -0.53021389594238799 0.080924576621055982 -2.4393649364339893 43.522325710720487 -91.230316561744331 130.98358634786402 -22.669295370223978 -23.328152585144228 -2.8691925537891878 11.084748439131111 -57.172250518798833 0.69431529719771057 -11.764918622103606 -5.812343925443189 -47.44372382561366 37.148035546505092 -6.6365298172117964 10.488630882062409
leaf_weight=498198 133354 20 117 31 31 117 85 20 23 20 356 42060 178 2563 145 45 21 47 21 26 39 29 20 163 22 58 24 33 71 76
leaf_count=498198 133354 20 117 31 31 117 85 20 23 20 356 42060 178 2563 145 45 21 47 21 26 39 29 20 163 22 58 24 33 71 76
internal_value=0 0.026523 1.42651 15.8703 -14.3587 -0.625393 -3.99007 -7.45493 -16.2307 -23.48 1.11741 0.0201109 0.178717 1.08153 3.56493 6.90619 25.1478 49.5183 83.532 -53.6674 21.9834 0.412303 -4.28155 7.38007 -33.3875 -6.03901 -17.9971 24.9571 -0.0950876 2.00646
internal_weight=0 179815 820 102 82 718 245 128 43 51 473 178995 45641 3581 1018 758 199 152 68 47 84 559 334 225 42 260 82 62 292 221
internal_count=678013 179815 820 102 82 718 245 128 43 51 473 178995 45641 3581 1018 758 199 152 68 47 84 559 334 225 42 260 82 62 292 221
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=1269975 2 38912 4136 2 2
is_linear=0
shrinkage=0.1


Tree=606
num_leaves=31
num_cat=10
split_feature=7 12 13 12 13 11 13 11 14 11 14 13 12 11 14 14 12 11 11 12 11 11 11 11 11 14 12 12 13 11
split_gain=17746.4 67967.5 343893 221550 2.67788e+06 1.43774e+06 2.8409e+06 7.41492e+06 6.65617e+06 711883 931440 478270 867462 2.38031e+06 6.6791e+06 487736 694290 793062 464120 523833 389331 423733 378829 373440 366888 4.60464e+06 281100 448058 248582 335761
threshold=1.0000000180025095e-35 13.500000000000002 0 14.500000000000002 1 2.5000000000000004 2 1.5000000000000002 3 2.5000000000000004 4 5 15.500000000000002 1.0000000180025095e-35 6 7 15.500000000000002 1.0000000180025095e-35 4.5000000000000009 15.500000000000002 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 8 20.500000000000004 22.500000000000004 9 3.5000000000000004
decision_type=2 2 9 2 9 2 9 2 1 2 1 9 2 2 1 1 2 2 2 2 2 2 2 2 2 1 2 2 9 2
left_child=-1 -2 -3 4 9 6 7 -6 -9 10 -4 12 13 14 -5 18 17 -17 -13 -20 -12 -22 -19 24 25 -15 -18 -28 29 -7
right_child=1 2 3 11 5 28 -8 8 -10 -11 20 15 -14 23 -16 16 26 22 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0046914521880283408 0.10146162328255054 -3.1738411377022668 -8.9879274114613281 -2.0096326743855197 -17.290990534136373 2.6654006330934292 0.83773722752928748 59.633417784492934 -8.0715667724609386 -0.98052393530192006 -6.5759223869477204 -0.22209484263773463 0.03839500022575143 21.798447886684485 38.102335161481584 -20.245763377654249 -1.7803143879462935 -0.34361181675809105 14.780409934303979 -2.7163433074951175 9.0386816168731112 -1.9653575369455283 -8.6269650663648338 5.3711418055280857 -1.3753437294613842 -28.983922070723317 11.704448846329091 -3.1988959613599275 2.3860504420180071 -6.0508632762091503
leaf_weight=624618 45759 365 422 102 31 73 170 53 20 445 87 1688 2165 57 70 39 377 103 44 28 53 103 119 158 427 26 43 38 218 112
leaf_count=624618 45759 365 422 102 31 73 170 53 20 445 87 1688 2165 57 70 39 377 103 44 28 53 103 119 158 427 26 43 38 218 112
internal_value=0 0.0553728 -0.220816 -0.0681169 -1.03521 3.89346 9.53982 21.6063 41.0841 -4.03993 -6.14796 0.246892 1.09307 3.82438 14.315 -0.780091 -2.97779 -7.0942 0.113287 7.97612 -1.216 1.77319 -4.78379 1.1232 -0.192828 5.89072 -0.631977 4.71276 0.151109 -2.47755
internal_weight=0 53395 7636 7271 1787 677 274 104 73 1110 665 5484 3005 840 172 2479 719 261 1760 72 243 156 222 668 510 83 458 81 403 185
internal_count=678013 53395 7636 7271 1787 677 274 104 73 1110 665 5484 3005 840 172 2479 719 261 1760 72 243 156 222 668 510 83 458 81 403 185
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=360706 1054896 131072 2 2 3148016 2 2 2 131072
is_linear=0
shrinkage=0.1


Tree=607
num_leaves=31
num_cat=4
split_feature=12 13 11 14 1 12 12 12 10 0 12 1 1 12 9 12 11 6 12 12 11 13 0 12 12 11 1 9 14 11
split_gain=16506.3 134843 416982 445183 578668 1.90192e+06 6.66871e+06 370228 339213 315185 299526 2.99918e+06 1.06823e+06 324363 361862 398650 286051 253563 1.05969e+06 232455 655253 238573 730253 1.87248e+06 692213 685850 603050 612964 586491 486506
threshold=15.500000000000002 0 3.5000000000000004 1 1.0000000180025095e-35 17.500000000000004 18.500000000000004 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 16.500000000000004 4.5000000000000009 1.0000000180025095e-35 16.500000000000004 17.500000000000004 1.5000000000000002 2 1.0000000180025095e-35 16.500000000000004 16.500000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3 2.5000000000000004
decision_type=2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2
left_child=-1 2 19 8 7 -6 -7 9 10 16 11 13 -12 14 17 -16 -5 -4 -19 20 -2 22 24 25 -22 -24 27 29 -26 -23
right_child=1 -3 3 4 5 6 -8 -9 -10 -11 12 -13 -14 -15 15 -17 -18 18 -20 -21 21 26 23 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0044488050777479532 -2.2664755587184682 0.0057731094203312327 -0.94038494181414678 4.5827772645389331 -3.6798172252765604 59.278147536057695 -6.4471341992679401 -2.9502204663079716 4.5544002803716257 -0.86491538261024048 -0.96445487690182918 -33.265794249503841 16.708845736529376 1.6297812048803295 -2.1697788238525391 -20.593413775900135 18.693539600372315 1.4963297637467532 -14.332063262939455 0.44429546986842106 -1.8919939935133092 -4.2990597035150113 4.4805617939342151 -1.8511829039629768 2.9218061304092409 24.654974672529434 17.222264709472658 11.924092024199817 17.29556208523837 2.5880257459660303
leaf_weight=626294 235 47440 488 51 69 26 38 184 94 71 452 31 37 228 24 23 20 97 75 1065 163 159 22 68 80 72 25 49 44 289
leaf_count=626294 235 47440 488 51 69 26 38 184 94 71 452 31 37 228 24 23 20 97 75 1065 163 159 22 68 80 72 25 49 44 289
internal_value=0 0.0543313 0.591286 -0.45715 2.27816 7.83709 20.2538 0.0102542 -1.26768 3.84636 -1.64381 -2.66464 0.372789 -1.65006 -2.70777 -11.1856 8.55764 -2.10404 -5.40559 1.52091 2.47165 3.61836 5.30328 10.7892 2.39148 19.9333 2.02862 1.30517 8.02217 0.143725
internal_weight=0 51719 4279 2008 459 133 64 326 1549 142 1455 966 489 935 707 47 71 660 172 2271 1206 971 449 162 287 94 522 497 124 448
internal_count=678013 51719 4279 2008 459 133 64 326 1549 142 1455 966 489 935 707 47 71 660 172 2271 1206 971 449 162 287 94 522 497 124 448
cat_boundaries=0 1 2 3 4
cat_threshold=781 2 5 2
is_linear=0
shrinkage=0.1


Tree=608
num_leaves=31
num_cat=7
split_feature=13 1 11 12 12 11 14 13 14 14 12 11 12 13 12 12 12 12 12 11 12 12 12 11 11 13 12 12 11 11
split_gain=15746.8 148844 697230 2.13499e+06 7.58852e+06 1.81687e+07 3.19712e+06 2.09894e+06 2.66257e+06 1.08551e+06 5.3353e+06 1.69643e+07 1.71146e+06 1.13074e+06 1.37655e+06 819807 592393 493835 2.61592e+06 488007 478739 462135 1.10973e+06 6.07597e+06 806350 717131 1.67474e+06 7.21694e+06 1.30315e+07 1.03217e+06
threshold=0 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1 2 3 4 17.500000000000004 3.5000000000000004 2.5000000000000004 5 8.5000000000000018 4.5000000000000009 1.5000000000000002 8.5000000000000018 5.5000000000000009 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 3.5000000000000004 6 6.5000000000000009 7.5000000000000009 2.5000000000000004 3.5000000000000004
decision_type=9 2 2 2 2 2 1 9 1 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=-1 -2 3 6 5 -5 -3 8 -6 10 12 -12 16 14 15 -14 -4 18 -10 -8 -16 24 23 -23 -11 26 -24 28 -28 -29
right_child=1 2 9 4 7 -7 19 -9 17 21 11 -13 13 -15 20 -17 -18 -19 -20 -21 -22 22 25 -25 -26 -27 27 29 -30 -31
leaf_value=-0.010685789009110123 0.034925087463569746 -42.216132754664272 -3.8843575770274188 84.28220132939957 -36.755791939629454 -11.263021136323612 -16.948290511965752 -0.85847588097636318 -1.2985512032875648 -0.71473263523034891 -4.9352137083417915 -106.85791343688966 11.348055500030519 0.23019652138797905 -4.4949804957320048 36.957537384033202 -15.050420045852661 -2.7499053667257503 -36.997603836059568 -2.6113967825537143 13.06238695526123 1.2719826439849469 -3.6385221759092463 43.394264793395998 -17.181091350979276 -0.11928547121879814 85.909129816691092 -0.20226803935672108 -8.9481687682015565 14.461790515665422
leaf_weight=453655 218597 31 117 34 36 48 32 914 65 171 89 20 25 576 41 25 80 111 30 92 25 238 206 40 36 2260 30 304 28 57
leaf_count=453655 218597 31 117 34 36 48 32 914 65 171 89 20 25 576 41 25 80 111 30 92 25 238 206 40 36 2260 30 304 28 57
internal_value=0 0.0217014 -0.480025 -2.4281 -1.04285 28.3533 -13.4922 -3.12804 -11.2015 0.141235 -2.75561 -23.6366 -0.195391 2.14567 10.7135 24.1528 -8.4188 -7.27948 -12.5719 -6.31124 2.15554 0.999112 1.29869 7.33274 -3.57845 0.717242 3.68507 7.37365 40.116 2.11311
internal_weight=0 224358 5761 1393 1238 82 155 1156 242 4368 998 109 889 692 116 50 197 206 95 124 66 3370 3163 278 207 2885 625 419 58 361
internal_count=678013 224358 5761 1393 1238 82 155 1156 242 4368 998 109 889 692 116 50 197 206 95 124 66 3370 3163 278 207 2885 625 419 58 361
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1515615 2 524320 2 2 32928 557568
is_linear=0
shrinkage=0.1


Tree=609
num_leaves=31
num_cat=8
split_feature=12 13 1 12 13 6 11 14 6 12 11 14 11 2 13 12 14 11 12 11 11 12 13 11 11 11 12 11 12 13
split_gain=16164.1 123591 963077 972802 230551 362288 329404 195809 193365 282168 362907 709636 840694 106132 1.12563e+06 550771 1.08775e+06 2.78429e+06 3.08232e+06 1.32356e+06 854010 332045 243652 343210 186455 126192 117676 178971 104032 102513
threshold=15.500000000000002 0 1.0000000180025095e-35 19.500000000000004 1 1.0000000180025095e-35 3.5000000000000004 2 1.0000000180025095e-35 16.500000000000004 3.5000000000000004 3 1.5000000000000002 1.0000000180025095e-35 4 17.500000000000004 5 1.0000000180025095e-35 16.500000000000004 1.5000000000000002 2.5000000000000004 18.500000000000004 6 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 17.500000000000004 2.5000000000000004 23.500000000000004 7
decision_type=2 9 2 2 9 2 2 1 2 2 2 1 2 2 9 2 1 2 2 2 2 2 9 2 2 2 2 2 2 9
left_child=-1 2 4 7 8 -6 -7 -4 -2 -10 11 12 -11 -3 21 16 17 18 -16 -18 -21 24 -19 -24 -15 26 -26 -28 -23 -17
right_child=1 13 3 -5 5 6 -8 -9 9 10 -12 -13 -14 14 15 29 19 22 -20 20 -22 28 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.004409874523013153 -0.011446280992308329 0.0082772931586739592 12.214840455488726 -2.3157486482100054 0.042658496834337714 -20.90178918540478 -2.7522891426086424 24.47023631632328 -1.3812904521397182 2.2162340597672894 -2.0563756157370174 -2.0802289764086406 27.776458428511695 -12.77011099848254 4.1108542283376064 -1.1706616619575856 -20.901409930567588 1.7195739855053565 53.808005347618689 20.798087510608493 -3.5396580737570056 -0.59722904812598188 12.795387700531219 2.0732599239723357 -4.6830870817828654 -8.7724216947368543 -4.1289699937358044 7.2202406883239751 6.4097044754028323 2.0388347682132517
leaf_weight=626294 645 49405 22 33 72 20 20 32 70 22 34 30 31 29 24 205 31 179 26 21 46 139 72 51 151 51 33 24 25 176
leaf_count=626294 645 49405 22 33 72 20 20 32 70 22 34 30 31 29 24 205 31 179 26 21 46 139 72 51 151 51 33 24 25 176
internal_value=0 0.0537577 1.13235 11.211 0.215488 -3.85254 -11.827 19.4773 0.799799 3.64071 6.64533 10.2099 17.1666 0.0315894 0.929524 3.09536 5.50148 8.09566 29.9534 -3.81641 4.08859 -3.05328 4.47683 7.72184 -5.16612 -4.31471 -3.22171 0.649645 0.470901 0.334727
internal_weight=0 51719 1031 87 944 112 40 54 832 187 117 83 53 50688 1283 831 450 352 50 98 67 452 302 123 288 259 208 57 164 381
internal_count=678013 51719 1031 87 944 112 40 54 832 187 117 83 53 50688 1283 831 450 352 50 98 67 452 302 123 288 259 208 57 164 381
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=524 12 2 2 1864000 2 131088 2064
is_linear=0
shrinkage=0.1


Tree=610
num_leaves=31
num_cat=12
split_feature=7 11 13 12 13 12 13 12 14 11 13 12 12 13 12 12 14 11 12 11 13 12 12 13 11 14 14 11 11 14
split_gain=14483.2 62088.8 687759 4.08009e+06 483127 718139 1.15055e+06 1.76589e+06 6.64016e+06 5.54658e+06 7.50858e+06 4.53337e+07 5.74593e+06 1.39992e+06 3.52312e+06 8.31416e+06 1.20387e+07 1.45504e+07 1.23273e+06 1.22578e+06 890679 611084 2.06543e+06 1.58323e+06 4.94792e+06 6.43955e+06 1.85391e+06 1.56145e+06 663946 754130
threshold=1.0000000180025095e-35 2.5000000000000004 0 2.5000000000000004 1 7.5000000000000009 2 5.5000000000000009 3 3.5000000000000004 4 6.5000000000000009 6.5000000000000009 5 3.5000000000000004 4.5000000000000009 6 3.5000000000000004 6.5000000000000009 3.5000000000000004 7 2.5000000000000004 1.5000000000000002 8 3.5000000000000004 9 10 3.5000000000000004 3.5000000000000004 11
decision_type=2 2 9 2 9 2 9 2 1 2 9 2 2 9 2 2 1 2 2 2 9 2 2 9 2 1 1 2 2 1
left_child=-1 -2 3 -3 5 6 -4 13 9 10 11 -9 -12 14 -8 16 19 -18 -11 -16 -7 22 28 24 25 -24 27 -25 29 -15
right_child=1 2 4 -5 -6 20 7 8 -10 18 12 -13 -14 21 15 -17 17 -19 -20 -21 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0042449393631777358 -0.054118341086795377 45.823345947265629 -0.54107636410012938 -2.1040858189264937 -0.66694663833401635 1.0954933816330701 -0.097303265634209227 111.37684308897775 -1.2001852532026467 -3.2333924815141035 -4.2477209736117363 -16.567177187163253 24.941271568254663 1.4344993137578084 -9.9683021428292271 -2.5195171989013101 66.440753103386271 -22.888533020019533 8.9172125588693927 13.60170054965549 -0.98881008971914042 -1.2928804096917785 -1.7927491621537641 -2.0011601990216401 -1.2817824342034081 38.143147982083832 -4.4303531129996614 17.317990641691249 0.99490464477697804 -5.558352865746512
leaf_weight=624618 27629 23 3567 78 5887 3087 792 53 888 181 139 58 131 227 57 214 88 23 155 36 6059 2053 66 73 176 104 251 98 721 481
leaf_count=624618 27629 23 3567 78 5887 3087 792 53 888 181 139 58 131 227 57 214 88 23 155 36 6059 2053 66 73 176 104 251 98 721 481
internal_value=0 0.0500168 0.161681 8.01638 0.127597 0.364314 0.923382 1.66118 4.57951 11.7376 19.9972 40.8436 9.56026 0.806358 3.79146 11.2503 25.6952 47.9311 2.3718 -0.84443 -0.28519 -0.0523149 1.1067 5.2891 10.1769 22.6386 1.01634 9.07063 -1.14108 -3.31629
internal_weight=0 53395 25766 101 25665 19778 10632 7065 1605 717 381 111 270 5460 1210 418 204 111 336 93 9146 4250 2197 768 346 170 422 171 1429 708
internal_count=678013 53395 25766 101 25665 19778 10632 7065 1605 717 381 111 270 5460 1210 418 204 111 336 93 9146 4250 2197 768 346 170 422 171 1429 708
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=262144 1704379 524425 2 131072 18 2 524457 131072 2 2 2
is_linear=0
shrinkage=0.1


Tree=611
num_leaves=31
num_cat=5
split_feature=13 1 11 12 12 11 11 13 14 14 12 11 12 12 11 13 11 12 12 12 11 11 12 12 12 12 12 12 12 11
split_gain=15943.3 122788 563558 1.72905e+06 6.14715e+06 1.47167e+07 2.79716e+06 1.69974e+06 2.15666e+06 877030 4.32218e+06 1.37411e+07 1.39996e+06 1.61999e+06 2.33189e+06 678488 591416 533914 464351 1.48275e+06 440459 1.164e+06 409257 716306 405550 2.64247e+06 308625 307151 1.04802e+06 4.92154e+06
threshold=0 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1 2 3 17.500000000000004 3.5000000000000004 7.5000000000000009 8.5000000000000018 2.5000000000000004 4 3.5000000000000004 3.5000000000000004 16.500000000000004 19.500000000000004 2.5000000000000004 3.5000000000000004 4.5000000000000009 2.5000000000000004 7.5000000000000009 5.5000000000000009 10.500000000000002 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004
decision_type=9 2 2 2 2 2 2 9 1 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 -3 8 -6 10 12 -12 15 14 -14 16 -4 -17 27 20 -20 -22 23 -18 25 -10 -15 -11 29 -29
right_child=1 2 9 4 7 -7 -8 -9 24 18 11 -13 13 26 -16 17 22 -19 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.010760102293842572 0.033839307633930615 -34.176845305306571 -3.5786421740055085 75.854849647073181 -33.079416545232135 -10.135853228966397 -3.9522379824545535 -0.77301984020706382 -1.1678305849662196 -3.2197371095850849 -4.4420954500691279 -96.17252609252931 -5.2287146068754655 -3.6340450466380405 37.929649832940875 -15.934706876728988 0.87140973250071208 -3.9622740889787673 19.609421028137206 -1.2437405393123626 -2.3484207265517294 19.589652778791347 -5.5728192520141606 24.049621796607973 -2.6810171820159656 -39.995168177286786 3.2207288591919472 1.1456500496183124 0.132895090868381 39.055700454711918
leaf_weight=453655 218597 42 240 34 36 48 113 914 65 207 89 20 21 85 31 74 30 75 50 200 51 46 20 24 117 24 289 238 2538 40
leaf_count=453655 218597 42 240 34 36 48 113 914 65 207 89 20 21 85 31 74 30 75 50 200 51 46 20 24 117 24 289 238 2538 40
internal_value=0 0.0218286 -0.433872 -2.18527 -0.938657 25.5188 -12.1421 -2.8154 -10.0807 0.124669 -2.47918 -21.2734 -0.174829 3.96224 20.5003 -3.98129 -1.13271 -9.28515 0.895778 4.36045 11.9852 8.0552 6.64698 11.1728 -6.55084 -11.6381 1.66283 0.49808 0.771371 6.60033
internal_weight=0 224358 5761 1393 1238 82 155 1156 242 4368 998 109 889 426 52 463 314 149 3370 347 147 97 74 54 206 89 374 3023 2816 278
internal_count=678013 224358 5761 1393 1238 82 155 1156 242 4368 998 109 889 426 52 463 314 149 3370 347 147 97 74 54 206 89 374 3023 2816 278
cat_boundaries=0 1 2 3 4 5
cat_threshold=1515615 524320 2 2 563712
is_linear=0
shrinkage=0.1


Tree=612
num_leaves=31
num_cat=7
split_feature=12 8 12 11 11 12 12 11 0 12 14 11 14 11 13 12 0 11 11 1 14 13 12 3 1 14 11 12 6 14
split_gain=15198.6 34651.4 222906 68036.5 49104.7 38558.7 80502.8 567985 1.13238e+06 109923 109453 103988 82628.7 155584 76990 81520.4 73015.5 71596.5 67312.6 118465 92603.7 61485 68564.4 309912 266296 836866 310242 209485 158447 284961
threshold=19.500000000000004 1.0000000180025095e-35 25.500000000000004 3.5000000000000004 1.0000000180025095e-35 28.500000000000004 27.500000000000004 2.5000000000000004 1.0000000180025095e-35 26.500000000000004 0 3.5000000000000004 1 2.5000000000000004 2 29.500000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 3 4 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5 2.5000000000000004 23.500000000000004 1.0000000180025095e-35 6
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 1 2 9 2 2 2 2 2 1 9 2 2 2 1 2 2 2 1
left_child=-1 5 3 4 -3 6 9 10 11 21 16 -9 -11 -14 15 -7 -8 -18 19 -16 -20 22 24 27 28 -26 -27 -24 -2 -30
right_child=1 2 -4 -5 -6 14 7 8 -10 12 -12 -13 13 -15 18 -17 17 -19 20 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.0019625413498478438 0.046332852820113242 -4.9638569936156278 7.9497162046886629 -7.6522110974347148 0.014940305856557992 -3.3362900102839754 -1.6447927632502148 -4.0397569125252115 24.762969069645322 -0.68658255399243928 -5.232262354708733 4.9305761267741524 -1.6777729473416767 -11.139412852625053 -0.46716697766216564 1.9011558189230451 5.7061396730912701 -0.99614194631576547 -1.0371199598969341 4.1559912374464139 -5.1277807285536587 -0.083673912779991449 -0.9008969820318482 12.096101215907506 17.436813793426904 3.8894762638917904 -6.5768538522720341 1.1086602667533951 0.40130531624104687 4.1940534579427275
leaf_weight=666326 2157 32 21 27 52 34 84 28 29 238 47 24 63 24 915 236 37 28 318 59 67 3888 1319 21 39 97 40 855 616 292
leaf_count=666326 2157 32 21 27 52 34 84 28 29 238 47 24 63 24 915 236 37 28 318 59 67 3888 1319 21 39 97 40 855 616 292
internal_value=0 0.113071 -1.49797 -3.28537 -1.88174 0.131475 0.205478 1.88629 8.93021 0.157226 -1.02471 0.100397 -1.65062 -4.28788 -0.319448 1.19728 0.302501 2.819 -0.624996 -0.187119 -1.749 0.220241 0.436961 0.00621391 0.730037 4.51273 0.833613 -0.11057 0.512825 1.621
internal_weight=0 11687 132 111 84 11555 9926 277 81 9649 196 52 325 87 1629 270 149 65 1359 974 385 9324 5436 2195 3241 176 137 2174 3065 908
internal_count=678013 11687 132 111 84 11555 9926 277 81 9649 196 52 325 87 1629 270 149 65 1359 974 385 9324 5436 2195 3241 176 137 2174 3065 908
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2 2 561217 2 76220 2 2
is_linear=0
shrinkage=0.1


Tree=613
num_leaves=31
num_cat=15
split_feature=12 12 0 13 14 11 13 11 11 13 13 13 11 13 11 13 11 9 14 11 11 13 11 13 11 13 13 13 11 13
split_gain=14134.4 240791 1.71692e+06 1.71198e+06 2.05596e+06 5.271e+06 4.07818e+06 3.71226e+06 5.72248e+06 2.74498e+06 2.19825e+06 1.9262e+06 1.33877e+06 1.80469e+06 1.02278e+06 815758 758156 702750 3.27318e+06 7.07413e+06 687573 1.17378e+06 1.83943e+06 619299 736665 537736 517591 456761 447521 762473
threshold=8.5000000000000018 9.5000000000000018 1.0000000180025095e-35 0 1 3.5000000000000004 2 2.5000000000000004 1.5000000000000002 3 4 5 2.5000000000000004 6 1.0000000180025095e-35 7 1.5000000000000002 1.0000000180025095e-35 8 1.0000000180025095e-35 2.5000000000000004 9 3.5000000000000004 10 1.5000000000000002 11 12 13 1.0000000180025095e-35 14
decision_type=2 2 2 9 1 2 9 2 2 9 9 9 2 9 2 9 2 2 1 2 2 9 2 9 2 9 9 9 2 9
left_child=-1 2 15 4 5 11 20 8 14 26 -10 -4 13 -13 -8 28 17 25 19 -19 23 22 -22 -6 -25 -17 -7 -18 -2 -30
right_child=1 -3 3 -5 6 9 7 -9 10 -11 -12 12 -14 -15 -16 16 27 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.011230778500721413 -1.8291419187428262 -0.018039888738220405 -3.759424673378005 -0.85471316474590031 -5.6382285282725384 21.204938293715657 6.3325198791343498 -1.9273593023667144 19.462370802600933 1.700843119877641 5.8003168431723999 14.948482121058873 -2.9334062274636294 1.6015693647020006 0.0075293622698102683 -3.0624348474940066 -0.15392637502938683 -2.1002162663967581 -1.0734571925380774 44.856388952081858 21.457666121588815 0.086254560214512929 -2.7073051199316982 6.6969493519176142 -3.2069234347102618 0.42944525065768802 10.357780966100336 -1.5401489768983279 6.6546937850078294 0.74419566815689453
leaf_weight=421914 633 224177 1663 2482 326 108 761 421 473 362 195 130 328 398 385 487 3593 77 342 55 72 787 56 121 198 3905 229 7080 217 6038
leaf_count=421914 633 224177 1663 2482 326 108 761 421 473 362 195 130 328 398 385 487 3593 77 342 55 72 787 56 121 198 3905 229 7080 217 6038
internal_value=0 0.0185504 0.275511 1.40263 2.19961 0.343368 3.77943 6.5033 8.49578 8.02633 15.8524 -1.78859 2.06013 5.20119 4.20763 -0.20168 -0.603045 0.431054 4.08916 17.465 -0.163692 1.59791 10.0967 -2.66525 0.533009 0.0362587 14.3449 -1.07507 0.703634 0.961073
internal_weight=0 256099 31922 9495 7013 3218 3795 2235 1814 699 668 2519 856 528 1146 22427 15539 4866 474 132 1560 915 128 645 319 4392 337 10673 6888 6255
internal_count=678013 256099 31922 9495 7013 3218 3795 2235 1814 699 668 2519 856 528 1146 22427 15539 4866 474 132 1560 915 128 645 319 4392 337 10673 6888 6255
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1968316 2 1181832 133248 16 264368 1048584 2902221 2 2048 1050624 40992 2176 1089824 64
is_linear=0
shrinkage=0.1


Tree=614
num_leaves=31
num_cat=7
split_feature=13 5 11 12 12 11 14 14 10 12 12 11 14 13 11 11 12 12 11 11 11 12 13 11 12 12 12 14 12 11
split_gain=14881.2 229762 4.10054e+06 2.84299e+07 424487 274772 321926 150301 139587 1.27188e+06 970967 1.33878e+06 920597 3.12421e+06 4.69228e+06 1.79213e+06 1.76681e+06 934635 2.36075e+06 1.88511e+06 252440 183623 178726 320696 250863 179100 1.27515e+06 440415 365134 168379
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 7.5000000000000009 2.5000000000000004 1 2 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 3 4 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 3.5000000000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 5 1.5000000000000002 4.5000000000000009 4.5000000000000009 5.5000000000000009 6 7.5000000000000009 3.5000000000000004
decision_type=9 2 2 2 2 2 1 1 2 2 2 2 1 9 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2
left_child=1 8 3 -3 5 -4 -7 -6 -1 10 -10 -12 13 14 21 16 -14 18 -16 -19 -15 -13 23 24 -11 27 -27 -25 -28 -24
right_child=-2 2 4 -5 7 6 -8 -9 9 22 11 12 15 20 17 -17 -18 19 -20 -21 -22 -23 29 25 -26 26 28 -29 -30 -31
leaf_value=-0.00043783943782929428 -0.0076876834203480314 124.79813470125198 -1.4792693865710291 -18.994326958331197 2.2153804392395959 -4.0307736797210501 -17.943153572082519 -1.7121274978125176 -2.3738944596457254 7.9334913969039924 -3.7055701360983009 -2.3699190444724505 21.757142419684424 1.1988020456754245 22.185810483735185 -5.5447306382028678 1.5791482800635224 37.637038179723227 65.086458189591127 4.958534708330709 -8.3965269779336875 5.9327846963065021 -0.57845156452447044 -11.361200094223022 -4.315015182424994 25.506021217063623 -3.8648657858371736 6.6825097791610224 5.5018664095582084 1.0773539395864347
leaf_weight=140521 530736 20 87 44 289 39 29 147 206 20 136 43 73 52 29 133 107 41 23 31 58 70 3986 24 102 27 64 31 119 726
leaf_count=140521 530736 20 87 44 289 39 29 147 206 20 136 43 73 52 29 133 107 41 23 31 58 70 3986 24 102 27 64 31 119 726
internal_value=0 0.0282392 1.89699 25.9408 -0.706744 -5.2016 -9.96399 0.891198 0.0198929 0.488159 3.74526 5.32886 7.1905 10.7376 16.804 3.25812 9.76245 30.9452 41.1611 23.5671 -3.53884 2.77335 -0.15189 1.8868 -2.30706 3.88876 5.21921 -1.19111 2.22607 -0.322649
internal_weight=0 147277 655 64 591 155 68 436 146622 6101 1002 796 660 347 237 313 180 124 52 72 110 113 5099 387 122 265 210 55 183 4712
internal_count=678013 147277 655 64 591 155 68 436 146622 6101 1002 796 660 347 237 313 180 124 52 72 110 113 5099 387 122 265 210 55 183 4712
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2628384 2 2 2 6400 2097184 2
is_linear=0
shrinkage=0.1


Tree=615
num_leaves=31
num_cat=9
split_feature=5 13 12 11 12 11 12 14 12 14 12 13 13 11 11 14 12 11 11 12 12 12 12 13 12 14 12 13 11 12
split_gain=18022.8 2.27664e+06 2.22832e+07 3.80348e+06 770292 3.29876e+06 2.43619e+06 1.0879e+06 578182 424140 245466 204663 167816 426416 200948 265944 439370 142167 383902 243271 311456 328680 115196 93635.8 230493 110500 101674 131075 341915 271147
threshold=1.0000000180025095e-35 0 8.5000000000000018 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 6.5000000000000009 1 7.5000000000000009 2 4.5000000000000009 3 4 1.5000000000000002 1.0000000180025095e-35 5 14.500000000000002 2.5000000000000004 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 6 11.500000000000002 7 9.5000000000000018 8 2.5000000000000004 12.500000000000002
decision_type=2 9 2 2 2 2 2 1 2 1 2 9 9 2 2 1 2 2 2 2 2 2 2 9 2 1 2 9 2 2
left_child=-1 2 -2 -4 5 6 9 -8 11 22 -11 -7 13 -6 15 16 -14 -13 19 20 -19 -22 -3 24 -16 -25 -27 -28 -29 -30
right_child=1 4 3 -5 12 8 7 -9 -10 10 -12 17 14 -15 23 -17 -18 18 -20 -21 21 -23 -24 25 -26 26 27 28 29 -31
leaf_value=0.0013683104679567293 86.074637513775983 -5.6280167833964034 -51.040142041160948 -0.61578196745652425 -14.019871715398935 -3.757989748426386 -16.408894573211672 -44.249990940093994 -6.8661702640178639 -7.3061075908381774 -18.892888710715553 -0.84558450401474738 7.5151259183883674 -0.70013461096575424 8.727989580414512 -0.83051824065900992 0.36549619872655192 -2.0310620825631278 -0.19320329522620366 -4.9290459723699662 17.802216153144837 6.0593623426967653 3.0644432560090098 -0.53545267741753733 0.22769910716291131 6.2206074800246807 -1.31243235823654 0.53914154435313033 19.030316448211671 2.9423587185415356
leaf_weight=673966 31 30 21 52 26 101 25 32 127 41 33 329 176 318 44 168 168 35 358 21 30 116 31 1207 116 39 158 172 20 22
leaf_count=673966 31 30 21 52 26 101 25 32 127 41 33 329 176 318 44 168 168 35 358 21 30 116 31 1207 116 39 158 172 20 22
internal_value=0 -0.210294 13.7232 -15.1214 -0.611058 -2.59529 -14.7035 -32.039 -0.51401 -7.38414 -12.4732 0.300863 0.37271 -1.65864 0.682121 2.43074 4.02345 0.795318 1.77355 5.25919 6.44124 8.47228 -1.21054 0.182418 2.41438 -0.0528905 1.36298 0.853715 2.4021 10.6033
internal_weight=0 4047 104 73 3943 1309 192 57 1117 135 74 990 2634 344 2290 512 344 889 560 202 181 146 61 1778 160 1618 411 372 214 42
internal_count=678013 4047 104 73 3943 1309 192 57 1117 135 74 990 2634 344 2290 512 344 889 560 202 181 146 61 1778 160 1618 411 372 214 42
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2097192 2 2 10624 4097 2 2304 2 1179776
is_linear=0
shrinkage=0.1


Tree=616
num_leaves=31
num_cat=8
split_feature=12 11 13 13 9 12 12 6 12 11 13 0 12 12 0 13 11 12 13 12 12 12 13 1 12 14 14 1 12 11
split_gain=15624.2 106235 485302 469514 819369 4.75192e+06 530750 403268 472244 398890 345548 307964 503488 305816 305840 337813 294131 691270 689056 2.64572e+06 288139 277718 276369 4.62663e+06 4.88873e+07 1.77922e+08 2.11312e+07 3.03304e+06 1.0316e+07 2.6924e+07
threshold=15.500000000000002 2.5000000000000004 0 1 1.0000000180025095e-35 16.500000000000004 17.500000000000004 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 2 1.0000000180025095e-35 17.500000000000004 17.500000000000004 1.0000000180025095e-35 3 3.5000000000000004 27.500000000000004 4 18.500000000000004 18.500000000000004 27.500000000000004 5 1.0000000180025095e-35 18.500000000000004 6 7 1.0000000180025095e-35 18.500000000000004 3.5000000000000004
decision_type=2 2 9 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 9 2 2 2 9 2 2 1 1 2 2 2
left_child=-1 3 7 4 9 -6 -7 -3 -9 11 -4 12 -2 -12 22 16 17 -16 -18 -20 -8 -17 23 -15 25 -25 -26 -24 29 -29
right_child=1 2 10 -5 5 6 20 8 -10 -11 13 -13 -14 14 15 21 18 -19 19 -21 -22 -23 27 24 26 -27 -28 28 -30 -31
leaf_value=-0.0042753719746982397 9.8206470077236503 -2.3190309351140801 0.59997050813314723 0.053906051648533806 38.453548431396484 -14.079983229637145 11.644679496401833 -20.766760696903354 -1.8548505866009259 0.4134558553099475 -0.77300627751249396 -0.010634982664334148 1.7735004054018733 -1.2957046271874866 0.34662768752075906 0.067556500929862165 0.74705135345458995 12.5578307035018 24.298670465173856 0.22934122681617738 -2.7015231068645207 -6.7095358015940754 0.28205315872645936 300.0277813455333 -98.409674717829773 -93.310697339928666 5.3631781250238424 -4.146823698474515 0.3280419257616905 -127.07838391113283
leaf_weight=626294 144 121 5388 29476 39 30 21 31 23 1893 7592 152 169 1149 860 867 290 49 71 128 42 65 2621 23 26 23 80 62 259 25
leaf_count=626294 144 121 5388 29476 39 30 21 31 23 1893 7592 152 169 1149 860 867 290 49 71 128 42 65 2621 23 26 23 80 62 259 25
internal_value=0 0.0529126 -0.129408 0.165576 1.48133 9.15427 -3.13253 -5.22721 -12.7117 1.05808 -0.0811297 3.68232 5.4757 -0.339987 0.157753 1.07921 2.05406 1.00488 4.04637 8.39503 2.08054 -0.400794 -0.345292 0.866614 17.2691 103.359 -20.0905 -0.876667 -9.67948 -39.472
internal_weight=0 51719 19753 31966 2490 132 93 175 54 2358 19578 465 313 14190 6598 2330 1398 909 489 199 63 932 4268 1301 152 46 106 2967 346 87
internal_count=678013 51719 19753 31966 2490 132 93 175 54 2358 19578 465 313 14190 6598 2330 1398 909 489 199 63 932 4268 1301 152 46 106 2967 346 87
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=576 1049288 76045 135216 135168 1097728 2 2
is_linear=0
shrinkage=0.1


Tree=617
num_leaves=31
num_cat=9
split_feature=5 13 11 14 12 11 12 14 12 14 13 12 13 12 11 11 12 12 12 12 14 12 13 11 11 14 12 12 12 12
split_gain=15028.9 1.67156e+06 1.5299e+07 1.43136e+06 687381 2.35679e+06 1.94046e+06 880686 558408 374914 295794 209086 171723 260465 135582 363441 367911 393775 358456 139999 167317 128262 114392 344868 103113 177292 303953 94128.2 80158.2 74165.1
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 8.5000000000000018 1.0000000180025095e-35 6.5000000000000009 2 7.5000000000000009 3 4 4.5000000000000009 5 11.500000000000002 2.5000000000000004 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 6 3.5000000000000004 7 1.5000000000000002 1.0000000180025095e-35 8 14.500000000000002 19.500000000000004 13.500000000000002 5.5000000000000009
decision_type=2 9 2 1 2 2 2 1 2 1 9 2 9 2 2 2 2 2 2 2 1 2 9 2 2 1 2 2 2 2
left_child=-1 2 -2 -4 5 6 9 -8 10 21 29 -11 13 -6 -12 16 17 -16 -19 -20 -21 -3 23 -14 25 26 28 -28 -24 -7
right_child=1 4 3 -5 12 8 7 -9 -10 11 14 -13 22 -15 15 -17 -18 18 19 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012340307801658129 83.6003587881724 -5.0647876485188803 1.5900269507106983 -25.742569446563721 11.73155068194165 -3.5510118250846867 -14.76757823586464 -40.180895843505859 -7.0101688774108899 -6.2499905729293825 -0.94467265674066325 -17.003172556559246 -12.618575545457695 0.98526529278328179 -2.9110860466957096 -0.23760596554200075 -4.5314593167016 19.062460281054182 0.12564146041870117 13.221770949363709 3.891700309031719 4.1822739664713549 4.8729901638737436 -0.63998435214630467 0.069403979592577991 -1.0629769379104819 -1.5144502747960453 4.0928656315803531 10.243276262283326 -9.5822825227464943
leaf_weight=673966 24 30 95 24 34 75 25 30 125 40 316 33 26 67 32 361 33 30 25 40 37 30 135 318 1685 155 119 40 35 28
leaf_count=673966 24 30 95 24 34 75 25 30 125 40 316 33 26 67 32 361 33 30 25 40 37 30 135 318 1685 155 119 40 35 28
internal_value=0 -0.192051 10.063 -3.92243 -0.591944 -2.48233 -12.8308 -28.6294 -0.716885 -6.29759 0.0882943 -11.111 0.33869 4.18816 0.702368 1.64769 5.10247 7.041 9.45363 6.6275 8.73849 -0.441257 0.166647 -1.50169 0.43692 1.72542 3.0391 -0.103805 5.97864 -4.73124
internal_weight=0 4047 143 119 3904 1290 188 55 1102 133 977 73 2614 101 874 558 197 164 132 102 77 60 2513 344 2169 484 329 159 170 103
internal_count=678013 4047 143 119 3904 1290 188 55 1102 133 977 73 2614 101 874 558 197 164 132 102 77 60 2513 344 2169 484 329 159 170 103
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=32800 2 2 2 2107656 327944 2 4097 2
is_linear=0
shrinkage=0.1


Tree=618
num_leaves=31
num_cat=8
split_feature=12 13 7 11 14 13 10 11 10 13 11 13 14 9 11 11 8 11 8 11 13 11 6 3 1 11 4 11 13 9
split_gain=13813.1 525636 340266 381888 355428 386041 318186 314588 305765 362193 287157 297099 266667 1.21492e+06 1.25978e+06 1.51685e+06 478988 990425 397137 2.74127e+06 457388 4.73812e+06 2.12632e+06 1.84616e+06 338603 969811 330611 280391 210582 1.90319e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 2.5000000000000004 1 2 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3 2.5000000000000004 4 5 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 6 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 7 1.0000000180025095e-35
decision_type=2 9 2 2 1 9 2 2 2 9 2 9 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2
left_child=1 2 8 -4 -5 -6 28 -7 12 -10 -8 -12 13 16 15 -15 -1 27 20 -20 21 26 23 -23 -22 -26 -14 -18 29 -3
right_child=-2 6 3 4 5 7 10 -9 9 -11 11 -13 18 14 -16 -17 17 -19 19 -21 24 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.75736846559349713 -0.004282552313986737 0.0090902573589974334 -0.2327029676732647 -0.90709099451700848 10.416993566529941 5.6419678933841668 0.29614845132649836 -3.9980196879460261 -2.803983836990219 3.9969522782617419 -7.2099464721679682 -1.3731851827266606 -0.35465101551789702 0.61868411620457975 -0.031847348406508165 -26.998559925919878 0.097945868031362474 -26.557625125703357 -2.8301505882774247 18.469246341480929 -0.91191791387325483 -1.2821668701171876 39.819407158928954 28.417246882120772 4.4292104142052784 -21.890398774828231 9.285135979122586 -9.3215646198817677 0.56825718253134505 8.1828416654012273
leaf_weight=5451 620274 26170 541 105 103 97 335 52 101 281 140 248 3036 30 74 59 89 21 209 85 5078 50 37 36 28 28 36 49 14882 288
leaf_count=5451 620274 26170 541 105 103 97 335 52 101 281 140 248 3036 30 74 59 89 21 209 85 5078 50 37 36 28 28 36 49 14882 288
internal_value=0 0.0468548 -0.447222 1.44249 3.98109 6.01783 0.231038 2.13443 -0.562355 2.23003 -1.84864 -3.70045 -0.636451 -1.16246 -9.67307 -17.6894 -0.915181 -6.32547 -0.284295 3.32784 -0.411797 0.527231 19.7742 11.1501 -0.995263 -8.73059 -0.241685 -3.24666 0.267466 0.0980259
internal_weight=0 57739 15676 898 357 252 42063 149 14778 382 723 388 14396 5773 163 89 5610 159 8623 294 8329 3195 123 86 5134 56 3072 138 41340 26458
internal_count=678013 57739 15676 898 357 252 42063 149 14778 382 723 388 14396 5773 163 89 5610 159 8623 294 8329 3195 123 86 5134 56 3072 138 41340 26458
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2146992 2 32928 16512 1052672 2 16 1646603
is_linear=0
shrinkage=0.1


Tree=619
num_leaves=31
num_cat=10
split_feature=13 6 14 12 13 11 12 13 11 11 11 13 11 11 12 11 13 11 12 13 13 12 12 12 13 11 11 13 11 12
split_gain=14055.3 151031 773699 702805 3.15425e+06 2.51337e+06 1.53961e+06 1.96121e+06 3.20798e+06 4.54147e+06 2.35563e+06 1.47028e+06 9.29326e+06 1.5943e+06 1.43796e+06 1.45255e+06 1.48849e+06 517383 427008 499974 460552 1.18316e+06 1.07161e+06 1.36471e+06 2.38357e+06 5.7555e+06 7.82395e+06 1.05976e+06 3.20565e+06 5.41252e+06
threshold=0 1.0000000180025095e-35 1 1.5000000000000002 2 3.5000000000000004 1.0000000180025095e-35 3 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 4 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 5 1.0000000180025095e-35 2.5000000000000004 6 7 4.5000000000000009 4.5000000000000009 5.5000000000000009 8 2.5000000000000004 1.5000000000000002 9 2.5000000000000004 3.5000000000000004
decision_type=9 2 1 2 9 2 2 9 2 2 2 9 2 2 2 2 9 2 2 9 9 2 2 2 9 2 2 9 2 2
left_child=-1 -2 -3 4 6 14 7 8 9 -4 -10 13 -13 17 15 16 -6 -8 19 -5 22 27 -20 24 25 26 -24 28 29 -22
right_child=1 2 3 18 5 -7 11 -9 10 -11 -12 12 -14 -15 -16 -17 -18 -19 20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.012247299697651572 0.055099954636983722 -0.50047732406314649 -2.9311384277343748 -3.1892403986749942 6.2319427788006108 -12.242642301901794 -1.6300352281139745 -4.2818258791258845 -4.0709200546589299 55.229073780980606 11.602260191646623 2.6553516971178293 41.432790025458281 -2.2582202752431235 -2.5600860317204575 11.13120541304685 -4.7575223514542042 8.0034935252791506 -2.5410778495914075 -0.12464200650161761 3.147149578360624 0.11403862709094625 -6.5508963317871096 -0.2803342238645497 -1.3844257405486182 1.0672070351962386 42.31999113384046 1.8828663591576404 -1.5244355742464362 57.962311135568932
leaf_weight=391481 224407 28818 25 844 227 195 62 386 235 29 162 242 83 264 1041 178 247 553 1839 1428 43 12879 50 8911 441 290 95 2430 97 31
leaf_count=391481 224407 28818 25 844 227 195 62 386 235 29 162 242 83 264 1041 178 247 553 1839 1428 43 12879 50 8911 441 290 95 2430 97 31
internal_value=0 0.0168995 -0.121085 0.207175 1.46326 -1.48405 4.17644 0.902821 5.31728 28.303 2.32468 6.48689 12.1836 4.19426 -0.253637 3.4289 0.536471 7.03231 0.039186 -1.27766 0.149563 0.506597 -0.325982 0.089906 3.85613 8.99403 25.468 2.45232 9.85795 26.1103
internal_weight=0 286532 62125 33307 3929 1888 2041 837 451 54 397 1204 325 879 1693 652 474 615 29378 2272 27106 15480 11626 9787 876 435 145 2601 171 74
internal_count=678013 286532 62125 33307 3929 1888 2041 837 451 54 397 1204 325 879 1693 652 474 615 29378 2272 27106 15480 11626 9787 876 435 145 2601 171 74
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=499807 2 1065856 1048576 1048704 2623488 2099616 1589760 1048576 256
is_linear=0
shrinkage=0.1


Tree=620
num_leaves=31
num_cat=13
split_feature=12 12 0 13 14 11 13 11 11 13 13 13 11 13 11 13 11 11 9 14 11 11 13 13 11 13 11 7 11 13
split_gain=14428.2 192916 1.40672e+06 1.4035e+06 1.81604e+06 4.80423e+06 3.10895e+06 3.03004e+06 4.89659e+06 1.94705e+06 1.6387e+06 1.43705e+06 789667 662786 628746 896570 1.48994e+06 600222 574168 2.65114e+06 5.72941e+06 552041 1.2815e+06 504261 640736 457816 1.18762e+06 923691 442390 434649
threshold=8.5000000000000018 9.5000000000000018 1.0000000180025095e-35 0 1 3.5000000000000004 2 2.5000000000000004 1.5000000000000002 3 4 5 1.0000000180025095e-35 6 2.5000000000000004 7 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 8 1.0000000180025095e-35 2.5000000000000004 9 10 1.5000000000000002 11 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 12
decision_type=2 2 2 9 1 2 9 2 2 9 9 9 2 9 2 9 2 2 2 1 2 2 9 9 2 9 2 2 2 9
left_child=-1 2 13 4 5 11 7 8 12 29 -10 -4 -6 -2 23 16 -16 18 25 20 -20 22 -13 24 28 26 -15 -28 -8 -7
right_child=1 -3 3 -5 6 9 14 -9 10 -11 -12 21 -14 17 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.011310272432758912 0.63287286943553256 -0.013972506013115241 -3.8902327826178422 -0.68201648396054682 5.6079414859097056 19.259923062082066 -0.86261754717145644 -1.7384603263654688 5.2532196531904507 2.0097644692712442 17.534099447168789 11.747136147566669 0.029515031859395399 -1.6538654826936268 19.307027128007679 0.29115047757187801 -2.4414452483611448 -0.96493721276837219 -1.8880807846817853 -0.96451307151749832 40.370540355335585 -1.9958303354922078 0.60895377774254833 -5.0956766341413768 -2.9115534824795195 -0.29897666425624342 6.5287801584704175 27.341741294860839 12.518817707697551 9.3678213909580119
leaf_weight=421914 6888 224177 1383 2657 752 108 42 419 178 327 481 117 383 210 72 747 56 10673 77 342 55 401 577 326 180 4012 145 25 60 229
leaf_count=421914 6888 224177 1383 2657 752 108 42 419 178 327 481 117 383 210 72 747 56 10673 77 342 55 401 577 326 180 4012 145 25 60 229
internal_value=0 0.0187788 0.24878 1.26901 2.02514 0.260595 3.53067 5.89155 7.70642 7.81456 14.5627 -1.76355 3.72553 -0.183157 -0.0318432 1.68433 9.0825 -0.544937 0.375165 3.68172 15.7197 0.949334 2.66476 -2.50218 0.653491 0.0183107 3.2895 9.58951 7.00881 13.0017
internal_weight=0 256099 31922 9495 6838 3142 3696 2213 1794 664 659 2478 1135 22427 1483 875 128 15539 4866 474 132 1095 694 608 282 4392 380 170 102 337
internal_count=678013 256099 31922 9495 6838 3142 3696 2213 1794 664 659 2478 1135 22427 1483 875 128 15539 4866 474 132 1095 694 608 282 4392 380 170 102 337
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1706164 2 524340 133248 524320 176 2902221 2048 2 1048576 131200 196608 2176
is_linear=0
shrinkage=0.1


Tree=621
num_leaves=31
num_cat=6
split_feature=12 13 12 11 1 12 8 5 14 1 12 11 14 11 8 12 12 12 12 8 11 11 13 8 13 6 12 7 10 14
split_gain=15092.2 96097.3 216046 406479 2.36303e+06 1.96978e+07 1.58437e+06 830530 756093 343873 697251 2.71428e+06 469671 283041 1.00924e+06 263922 243286 291977 244607 234565 231305 219591 354250 561491 238639 340043 239838 342391 216283 221720
threshold=15.500000000000002 0 18.500000000000004 3.5000000000000004 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1 1.0000000180025095e-35 19.500000000000004 2.5000000000000004 2 2.5000000000000004 1.0000000180025095e-35 16.500000000000004 27.500000000000004 29.500000000000004 23.500000000000004 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 3 1.0000000180025095e-35 4 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5
decision_type=2 9 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 1
left_child=-1 2 3 7 6 8 -5 21 -6 13 11 -11 -12 19 16 -8 18 -18 -15 -4 -19 22 23 -2 26 28 -23 -28 29 -26
right_child=1 -3 9 4 5 -7 15 -9 -10 10 12 -13 -14 14 -16 -17 17 20 -20 -21 -22 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0041542474692076664 -2.4052325110691335 0.11874926248501499 -0.60686015002988913 -0.39794059199435727 19.981970753389248 -104.56200759887696 -25.103312035401665 18.443255627403655 -2.9269200210571289 39.598158671458563 9.6090580566256651 -2.5587479000999815 -1.2490426140172142 0.83091968563892848 20.368862989213735 -11.565250110626222 11.814122873980825 -4.2345175743103027 -4.0162493203440288 -9.0086875074049999 5.5353561177849775 0.56298384252169453 0.20513007712904693 -17.983639570077262 -0.11649436183905199 -2.2121084003786762 2.7294912111360343 14.964060852050782 -4.418379839791192 2.449907510219866
leaf_weight=626294 643 41727 1465 1451 34 20 24 24 25 24 51 42 182 945 27 36 41 39 117 34 64 1128 784 24 1180 733 269 25 90 471
leaf_count=626294 643 41727 1465 1451 34 20 24 24 25 24 51 42 182 945 27 36 41 39 117 34 64 1128 784 24 1180 733 269 25 90 471
internal_value=0 0.0520516 -0.226373 -0.533434 -1.9379 -18.7978 -1.05641 -0.117663 10.2748 0.478077 3.69774 12.771 1.12762 0.125705 1.24799 -16.9805 0.819912 4.67705 0.29691 -0.797429 1.83608 -0.200973 -1.25107 -2.92197 0.190116 -0.403658 1.21744 3.76985 0.355422 0.615653
internal_weight=0 51719 9992 6961 1590 79 1511 5371 59 3031 299 66 233 2732 1233 60 1206 144 1062 1499 103 5347 1451 667 3896 2474 1422 294 1741 1651
internal_count=678013 51719 9992 6961 1590 79 1511 5371 59 3031 299 66 233 2732 1233 60 1206 144 1062 1499 103 5347 1451 667 3896 2474 1422 294 1741 1651
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2265088 2 2 4096 4096 2
is_linear=0
shrinkage=0.1


Tree=622
num_leaves=31
num_cat=4
split_feature=13 9 14 13 12 11 12 11 12 12 11 12 12 12 12 12 12 11 11 13 11 12 11 11 11 12 12 12 12 12
split_gain=13919.6 101851 1.01332e+06 923657 2.42363e+06 1.57963e+07 5.80489e+07 1.78202e+06 1.76282e+06 1.34921e+07 1.44485e+07 1.41482e+06 705864 3.81736e+06 823149 1.0771e+06 811735 1.46594e+06 2.21843e+06 1.14302e+06 1.4781e+06 2.07633e+06 666092 515442 464573 815701 752656 1.34374e+06 412934 395791
threshold=0 1.0000000180025095e-35 1 2 2.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 9.5000000000000018 10.500000000000002 1.5000000000000002 3.5000000000000004 16.500000000000004 17.500000000000004 9.5000000000000018 4.5000000000000009 5.5000000000000009 2.5000000000000004 1.5000000000000002 3 1.5000000000000002 8.5000000000000018 1.5000000000000002 2.5000000000000004 2.5000000000000004 6.5000000000000009 6.5000000000000009 7.5000000000000009 15.500000000000002 13.500000000000002
decision_type=9 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 23 4 5 -4 -7 8 22 10 -10 -9 14 -14 15 -5 17 18 -17 20 -18 24 -6 29 26 -26 -22 -28 -11 -3
right_child=-2 2 3 12 7 6 -8 11 9 28 -12 -13 13 -15 -16 16 19 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0047644303560346246 -0.0084483754441919742 -2.0248259158524688 -3.9624859208930028 -1.443883098350482 6.1970343933342411 -16.083078147269585 195.37219547271729 -22.627872767592923 -15.258042981547696 0.84252799362641917 66.929505809839227 -1.3142549652485211 34.687832236289978 -6.016460751183331 -2.0931660743639431 -0.13263129806518556 -3.0131437998945998 -1.2691919463021417 27.44640866960798 -0.011489244488072514 -2.2288811093284973 32.625820718258623 -1.4015214173603776 0.44675632908413854 17.017243576049804 -3.3068353453678876 35.095381221064819 0.89668037414550783 -10.356322939331468 0.74279762835867036
leaf_weight=167638 499407 2505 146 890 161 37 20 33 31 299 69 554 36 64 1122 50 93 84 70 802 21 40 407 2604 28 67 27 20 37 651
leaf_count=167638 499407 2505 146 890 161 37 20 33 31 299 69 554 36 64 1122 50 93 84 70 802 21 40 407 2604 28 67 27 20 37 651
internal_value=0 0.0240788 0.319307 1.33015 3.15976 13.4672 58.1118 1.86446 4.42348 9.20612 41.4514 -2.51247 0.358421 8.63708 0.109694 1.23725 3.06998 8.86277 15.9551 1.99372 7.18444 12.2101 0.752295 -0.594666 7.20017 2.68342 13.5103 20.5427 -0.390679 -1.45394
internal_weight=0 178606 10968 5208 1794 203 57 1591 1004 436 100 587 3414 100 3314 2192 1302 204 120 1098 296 203 568 5760 163 95 68 47 336 3156
internal_count=678013 178606 10968 5208 1794 203 57 1591 1004 436 100 587 3414 100 3314 2192 1302 204 120 1098 296 203 568 5760 163 95 68 47 336 3156
cat_boundaries=0 1 2 3 4
cat_threshold=2644768 2 4352 16384
is_linear=0
shrinkage=0.1


Tree=623
num_leaves=31
num_cat=8
split_feature=5 13 11 12 11 12 14 13 12 14 12 11 13 12 12 12 14 12 11 11 12 12 12 12 12 11 11 13 14 12
split_gain=13655.7 613904 1.18456e+07 813523 1.83676e+06 1.72695e+06 761245 427692 294302 214847 202394 233380 130275 211356 108477 99765.7 80546.5 443051 207912 180918 78712.3 76720.1 72558.3 70091.5 67352.3 66405.3 60949.8 158577 218366 134584
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 6.5000000000000009 1 2 5.5000000000000009 3 7.5000000000000009 2.5000000000000004 4 11.500000000000002 4.5000000000000009 3.5000000000000004 5 2.5000000000000004 2.5000000000000004 3.5000000000000004 10.500000000000002 7.5000000000000009 4.5000000000000009 12.500000000000002 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 6 7 14.500000000000002
decision_type=2 9 2 2 2 2 1 9 2 1 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 1 2
left_child=-1 2 -2 4 5 9 -7 8 15 24 -9 -12 13 -5 -11 -6 18 -18 -4 -20 22 -19 -21 -22 -3 -15 27 29 -29 -14
right_child=1 3 16 12 7 6 -8 10 -10 14 11 -13 26 25 -16 -17 17 21 19 20 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012079994913925401 78.563213806152348 -4.5602357355753584 9.0468589712072305 10.562906941245584 -6.3109929357256211 -13.288280929565429 -36.577490186691286 0.26449714293018467 -12.521492600440979 -5.7338530980623688 -9.4195294205023323 0.61388925855809995 7.4147148989248963 5.0965385317802436 -13.589640593528749 2.2084459393112748 8.3025780381827516 -10.05504722595215 -7.2184903025627136 1.8426808547973632 6.6307519793510439 -3.8260033938905291 -2.9259199933001874 1.1571695788153287 2.0863648937594506 -1.4694301646809247 -0.0085899080321054557 1.7405299248902695 -3.5307112644377505 1.0735719013214113
leaf_weight=673966 20 30 27 34 28 25 32 775 54 39 49 44 69 24 32 27 29 30 32 55 32 58 76 87 31 43 1833 253 114 65
leaf_count=673966 20 30 27 34 28 25 32 775 54 39 49 44 69 24 32 27 29 30 32 55 32 58 76 87 31 43 1833 253 114 65
internal_value=0 -0.183035 3.27541 -0.618757 -2.79254 -11.8164 -26.3629 -1.04688 -6.66589 -5.53499 -0.261458 -4.67254 0.41962 3.7682 -9.27449 -2.12872 -0.182338 -2.41696 0.663783 -0.138852 0.767341 -5.94954 -0.923836 2.62906 -1.18246 0.882559 0.257468 1.23603 0.100406 4.03748
internal_weight=0 4047 446 3601 1166 189 57 977 109 132 868 93 2435 101 71 55 426 117 309 282 250 88 131 119 61 67 2334 501 367 134
internal_count=678013 4047 446 3601 1166 189 57 977 109 132 868 93 2435 101 71 55 426 117 309 282 250 88 131 119 61 67 2334 501 367 134
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=33 2 2105800 2 327944 2 1597440 2
is_linear=0
shrinkage=0.1


Tree=624
num_leaves=31
num_cat=6
split_feature=8 14 13 12 12 13 12 12 11 11 12 12 12 13 12 11 11 12 12 13 11 12 11 13 12 11 11 12 12 11
split_gain=12092.5 346374 2.50651e+06 3.59097e+06 2.17379e+06 1.60807e+06 1.58867e+06 2.47603e+06 5.11836e+06 1.18913e+06 2.36485e+06 1.33006e+07 1.06417e+06 2.40756e+06 2.87762e+06 1.50289e+07 5.81338e+06 2.53117e+06 1.98618e+06 8.14992e+06 1.65519e+07 1.40847e+06 1.79503e+06 1.56157e+06 1.99411e+06 4.42191e+07 1.39028e+07 9.57349e+07 1.16037e+07 1.01852e+07
threshold=1.0000000180025095e-35 0 1 13.500000000000002 1.0000000180025095e-35 2 2.5000000000000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 6.5000000000000009 8.5000000000000018 11.500000000000002 3 12.500000000000002 1.5000000000000002 2.5000000000000004 14.500000000000002 10.500000000000002 4 1.5000000000000002 18.500000000000004 2.5000000000000004 5 14.500000000000002 3.5000000000000004 3.5000000000000004 13.500000000000002 13.500000000000002 2.5000000000000004
decision_type=2 1 9 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 7 -2 -9 -6 -11 -12 18 14 15 -14 17 -16 -4 20 -20 23 -23 24 26 -26 28 -28 -15 -30
right_child=1 2 12 -5 9 -7 -8 8 -10 10 11 -13 13 21 16 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0025252897649465245 -0.8379951963553558 29.183522716164589 -0.74759792390022584 36.457250736781525 -0.62402700565321034 0.89970808535342062 -0.81642101503831066 3.2978139211734141 -31.895220609055357 -0.94147535363833112 84.774762217203772 1.9567643694358297 -103.9424776649475 -1.1366047512718112 30.446494028303359 1.3795472474325272 -40.032760368982956 -13.238988785516648 84.44383219668741 -1.5229719982446019 2.6697610881966605 -4.0244002317840408 36.849769628615604 6.1876670082886065 7.1552178382873537 -145.97722766182639 -20.026878769057138 206.43846893310547 -15.250923789342245 -82.531947326660159
leaf_weight=652834 222 32 9045 35 446 11413 2017 72 97 144 24 101 20 342 36 42 30 21 38 373 71 22 21 157 132 22 84 24 60 36
leaf_count=652834 222 32 9045 35 446 11413 2017 72 97 144 24 101 20 342 36 42 30 21 38 373 71 22 21 157 132 22 84 24 60 36
internal_value=0 0.0680993 -0.341041 5.08613 3.68435 0.404328 -1.93927 -7.78115 -16.9017 2.54313 7.79426 17.8578 -0.746435 -3.77012 -15.1185 -32.5953 -4.40147 14.3518 -0.414286 5.8405 28.5581 -1.70442 15.9374 -2.60949 -4.60517 -14.7208 -1.83637 30.2988 -9.7601 -40.4813
internal_weight=0 25179 11358 782 747 13821 2408 391 169 715 269 125 10576 1049 149 62 87 57 9527 482 109 900 43 857 700 154 546 108 438 96
internal_count=678013 25179 11358 782 747 13821 2408 391 169 715 269 125 10576 1049 149 62 87 57 9527 482 109 900 43 857 700 154 546 108 438 96
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 74048 598406 528388 22529 1181840
is_linear=0
shrinkage=0.1


Tree=625
num_leaves=31
num_cat=7
split_feature=13 9 14 12 13 12 11 12 11 12 11 12 13 13 11 12 12 12 13 12 12 11 11 12 11 11 13 11 11 11
split_gain=12437.8 99559.3 1.78908e+06 1.12795e+06 1.16225e+06 2.89088e+06 3.64842e+06 3.10643e+06 1.40779e+06 1.36063e+06 839611 1.78104e+06 3.3549e+06 1.2517e+06 2.80615e+06 5.14286e+06 2.77778e+06 2.48296e+06 1.03021e+06 1.40869e+06 5.65988e+06 8.55961e+06 882034 621121 3.14987e+06 8.82161e+06 1.24443e+06 1.77997e+06 1.04947e+06 564149
threshold=0 1.0000000180025095e-35 1 5.5000000000000009 2 8.5000000000000018 1.5000000000000002 7.5000000000000009 2.5000000000000004 8.5000000000000018 2.5000000000000004 4.5000000000000009 3 4 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 5 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35 6 3.5000000000000004 2.5000000000000004 3.5000000000000004
decision_type=9 2 1 2 9 2 2 2 2 2 2 2 9 9 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2
left_child=1 -1 3 10 5 6 -5 8 -8 -6 13 -12 22 14 18 -16 -17 -18 19 20 -3 -22 -13 24 25 -11 27 28 -26 -4
right_child=-2 2 29 4 9 -7 7 -9 -10 23 11 12 -14 -15 15 16 17 -19 -20 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0013322522159984532 0.020298002945862662 -3.7663170636646335 -1.490027003317594 -6.1677414351818607 -2.6362430120683 0.12388103292622697 1.1508758957321579 51.85294365160393 28.554457443638853 -1.6588687669008206 -1.0780440323789355 20.444344883748929 -2.4470714805195635 0.10654914219050862 40.859698543908465 0.32330712652825694 27.403253615136244 5.6470907776444044 -7.4735685629003186 -3.4155289982902937 6.2336544442684101 78.656289489746101 1.3508159242827318 0.095924446507023628 6.5447146945529511 55.635011231027001 -2.2991279975321497 -5.6795699421952417 32.952255316341628 0.34991783957825295
leaf_weight=445492 210243 126 8740 51 1872 436 37 33 38 78 1278 146 196 556 53 231 102 108 109 169 47 25 29 5184 27 41 432 41 34 2059
leaf_count=445492 210243 126 8740 51 1872 436 37 33 38 78 1278 146 196 556 53 231 102 108 109 169 47 25 29 5184 27 41 432 41 34 2059
internal_value=0 -0.0089843 -0.215288 0.653905 0.0409601 4.26158 15.8757 26.2852 15.0354 -0.28995 2.25702 0.692669 6.79232 3.94746 6.08522 11.4277 7.89048 16.2144 0.668601 3.20321 9.01431 31.3804 16.3462 0.462039 3.36853 18.081 0.0899008 9.50198 21.2637 -1.13921
internal_weight=0 467770 22278 11479 8304 595 159 108 75 7709 3175 1649 371 1526 970 494 441 210 476 367 198 72 175 5837 653 119 534 102 61 10799
internal_count=678013 467770 22278 11479 8304 595 159 108 75 7709 3175 1649 371 1526 970 494 441 210 476 367 198 72 175 5837 653 119 534 102 61 10799
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1548381 2 73732 131073 1048597 20 1048576
is_linear=0
shrinkage=0.1


Tree=626
num_leaves=31
num_cat=11
split_feature=7 13 12 12 11 13 14 11 11 11 11 13 12 11 12 11 14 13 11 13 11 13 11 14 14 12 12 12 13 12
split_gain=11601.2 74028.1 401764 752343 3.3753e+06 6.40215e+06 9.53414e+06 1.198e+07 1.32222e+06 1.16817e+06 975040 612958 532263 982702 693143 1.48179e+06 2.1813e+06 4.43338e+06 4.36774e+06 655917 638519 479508 512666 508459 466388 2.95265e+06 2.31542e+06 1.47077e+06 428300 554036
threshold=1.0000000180025095e-35 0 4.5000000000000009 3.5000000000000004 2.5000000000000004 1 2 3.5000000000000004 3.5000000000000004 3.5000000000000004 2.5000000000000004 3 6.5000000000000009 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 4 5 3.5000000000000004 6 3.5000000000000004 7 1.5000000000000002 8 9 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 10 1.0000000180025095e-35
decision_type=2 9 2 2 2 9 1 2 2 2 2 9 2 2 2 2 1 9 2 9 2 9 2 1 1 2 2 2 9 2
left_child=-1 2 3 8 11 6 9 -8 10 -6 -2 -5 13 -4 15 19 17 18 -17 -14 -19 23 -23 -15 26 27 -10 -26 29 -12
right_child=1 -3 12 4 5 -7 7 -9 24 -11 28 -13 14 21 -16 16 -18 20 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0037560203077820625 0.44116670512854911 -0.064565059629844421 2.2444581585230789 3.3435093907442965 -8.9640983631736351 1.0325864493558947 60.560013133081895 -20.59230651855469 -2.0063481581265523 14.677696366743611 -8.4328315952845987 -2.1247419814734219 0.97715308770719111 -4.3976020458466847 -0.090407259540794691 50.596979431152349 0.74835855296163856 4.640924519584293 12.123913743760852 -5.8850759538553525 -9.8172592322031669 17.708001070022586 0.88022437938220843 -1.3848987253896006 0.76287515596909961 -4.968411085370561 11.842915104578863 13.015100696615505 -2.9995843655301124 5.8798784288037726
leaf_weight=624618 4038 28664 635 265 57 404 87 23 219 33 35 801 646 921 11590 50 330 84 72 167 48 20 191 1430 176 355 269 221 1445 119
leaf_count=624618 4038 28664 635 265 57 404 87 23 219 33 35 801 646 921 11590 50 330 84 72 167 48 20 191 1430 176 355 269 221 1445 119
internal_value=0 0.0448078 0.171531 0.726227 2.63012 8.60265 22.7072 43.5918 0.263889 -0.29544 -0.386448 -0.753941 -0.121306 -1.27716 0.16323 2.2675 6.11017 13.0763 25.7786 -0.4928 -0.573175 -2.15001 2.36327 -2.55426 3.2203 1.658 5.62777 7.58338 -2.47645 2.46681
internal_weight=0 53395 24731 8547 1670 604 200 110 6877 90 5637 1066 16184 3197 12987 1397 584 254 122 813 132 2562 211 2351 1240 752 488 397 1599 154
internal_count=678013 53395 24731 8547 1670 604 200 110 6877 90 5637 1066 16184 3197 12987 1397 584 254 122 813 132 2562 211 2351 1240 752 488 397 1599 154
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1122654 16 2 1122560 2 1048576 94 1056796 2 2 8192
is_linear=0
shrinkage=0.1


Tree=627
num_leaves=31
num_cat=11
split_feature=13 3 12 11 12 13 14 11 11 13 12 14 14 12 12 12 13 12 14 12 11 11 12 12 12 11 14 14 12 14
split_gain=11213.2 216519 595239 1.3644e+06 1.8164e+06 2.19172e+06 2.84962e+06 5.02282e+06 1.2903e+06 891872 3.27137e+06 1.19271e+06 717716 715108 1.84131e+06 694288 593095 457044 868516 442047 431608 899864 402746 3.17349e+06 837131 492318 867140 453405 1.01488e+06 452981
threshold=0 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 3.5000000000000004 1 2 1.5000000000000002 2.5000000000000004 3 1.5000000000000002 4 5 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 6 4.5000000000000009 7 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 12.500000000000002 13.500000000000002 7.5000000000000009 1.5000000000000002 8 9 4.5000000000000009 10
decision_type=9 2 2 2 2 9 1 2 2 9 2 1 1 2 2 2 9 2 1 2 2 2 2 2 2 2 1 1 2 1
left_child=1 -1 8 4 5 6 7 -4 -3 10 12 -12 -10 -5 -15 -14 22 18 -18 -19 21 -7 24 -24 27 29 -27 -6 -29 -26
right_child=-2 2 3 13 16 20 -8 -9 9 -11 11 -13 15 14 -16 -17 17 19 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.055189663490962916 -0.0048040857782269096 -0.83655593037891463 -3.9791266777936154 -1.5963156131408951 2.1894734663028657 -2.1575983644968058 2.0960425495622625 18.28130164026615 -3.1970818752378931 0.70728920318381239 21.938976558969042 4.1786767578125001 -1.5672944218279368 16.5829802441597 -0.40579990795680454 10.982985882048911 -0.67966032958167466 -2.669050607864234 5.9345335865020754 0.51228612446212984 -2.9455561942794697 9.3812083662601946 35.127967751026155 -2.3400908343203657 -0.90657943409758746 -1.4475719692470792 -18.317152967907134 -0.79879834651947024 14.392276568117396 14.586030097961427
leaf_weight=64529 593370 8227 136 2138 301 166 498 398 254 3697 121 55 83 80 315 94 523 834 320 917 294 114 32 77 77 111 42 72 113 25
leaf_count=64529 593370 8227 136 2138 301 166 498 398 254 3697 121 55 83 80 315 94 523 834 320 917 294 114 32 77 77 111 42 72 113 25
internal_value=0 0.0341006 0.320576 1.01988 1.96988 4.74715 7.46509 12.612 -0.102604 1.30033 4.82123 16.3889 0.209412 -0.874106 3.03497 5.09783 0.674786 -0.0816565 1.83107 -1.00298 -0.264892 2.54034 2.94953 8.65971 2.14938 -2.49081 -6.07844 4.58404 8.48007 2.89063
internal_weight=0 84643 20114 7583 5050 1606 1032 534 12531 4304 607 176 431 2533 395 177 3444 2594 843 1751 574 280 850 109 741 255 153 486 185 102
internal_count=678013 84643 20114 7583 5050 1606 1032 534 12531 4304 607 176 431 2533 395 177 3444 2594 843 1751 574 280 850 109 741 255 153 486 185 102
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2626048 524288 2 2097152 2 2 4608 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=628
num_leaves=31
num_cat=4
split_feature=11 13 14 1 8 12 12 1 12 12 8 12 13 12 12 12 3 12 12 13 12 12 0 6 12 12 12 12 0 6
split_gain=12190 110933 483789 1.40372e+07 3.61789e+06 4.44039e+07 2.96577e+06 1.83268e+06 8.99756e+06 661824 1.41662e+06 1.3366e+06 1.80458e+06 3.00347e+06 3.86808e+06 1.54327e+06 1.13475e+06 533520 435034 587518 2.18358e+06 1.43494e+07 1.26825e+07 2.96069e+06 2.94407e+06 1.57646e+06 507209 823663 841825 444471
threshold=1.0000000180025095e-35 0 1 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 8.5000000000000018 1.0000000180025095e-35 3.5000000000000004 9.5000000000000018 1.0000000180025095e-35 6.5000000000000009 2 7.5000000000000009 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 3 6.5000000000000009 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 11.500000000000002 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 17 6 -6 9 -9 11 16 -4 13 -13 -15 -14 -11 -1 19 20 21 23 -23 -19 -25 -22 -27 28 -28 -21
right_child=-2 -3 7 -5 5 -7 -8 8 -10 10 -12 12 15 14 -16 -17 -18 18 -20 29 25 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=6.5362704047532851 -0.0056570750499158389 0.0079243064252608308 -0.46752152583922646 62.680043504044818 -3.9098724026429026 144.69006541859019 -47.134696362235331 -65.856215209960951 1.2844513748631332 -0.48026694780156626 -18.712439362208048 -4.9549090338535002 11.143832433791388 38.093065305437356 4.2157689255934496 -3.2859599438924643 -21.676438823113074 1.9900991339159209 1.6203103490975381 -2.9337713386871482 -20.102804354617472 86.855712148305543 -4.2791286468505865 -0.79429198756362451 -43.035121478456439 0.40827493281232513 -24.425234222412112 -0.62075280393107557 -1.0332275390625001 -10.440097063905315
leaf_weight=107 574056 98797 1319 37 57 22 22 25 99 884 48 61 105 70 65 252 26 241 567 465 57 37 26 33 33 253 40 89 25 95
leaf_count=107 574056 98797 1319 37 57 22 22 25 99 884 48 61 105 70 65 252 26 241 567 465 57 37 26 33 33 253 40 89 25 95
internal_value=0 0.0315578 0.48311 1.60453 0.562671 19.0431 -15.9472 -0.352713 -12.252 0.168668 -1.96904 1.26264 5.38939 12.8072 21.7818 0.93199 -1.08587 -0.339904 -0.715096 -1.66501 0.041462 5.77202 49.2445 -3.14904 -21.9147 -4.52727 -2.34593 -6.8707 -15.4283 -4.13336
internal_weight=0 103957 5160 2206 2169 101 79 2954 124 2830 958 1872 553 196 135 357 910 2068 1961 1394 834 370 63 307 66 464 407 154 65 560
internal_count=678013 103957 5160 2206 2169 101 79 2954 124 2830 958 1872 553 196 135 357 910 2068 1961 1394 834 370 63 307 66 464 407 154 65 560
cat_boundaries=0 1 2 3 4
cat_threshold=4128 2 32 4096
is_linear=0
shrinkage=0.1


Tree=629
num_leaves=31
num_cat=13
split_feature=12 13 9 11 13 0 1 13 11 13 6 14 7 3 14 8 13 8 11 14 13 3 14 13 10 8 13 11 11 14
split_gain=11440.2 439917 372405 296685 733755 1.15265e+06 703227 575116 966370 1.27325e+06 3.09616e+06 3.65152e+06 1.96782e+06 959668 1.03964e+06 717395 702281 677813 885791 1.59743e+06 571302 499488 497315 397980 711067 382974 381978 588136 1.87747e+06 1.92536e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 3.5000000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 2 2.5000000000000004 3 1.0000000180025095e-35 4 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 6 1.0000000180025095e-35 2.5000000000000004 7 8 1.0000000180025095e-35 9 10 1.0000000180025095e-35 1.0000000180025095e-35 11 1.0000000180025095e-35 1.5000000000000002 12
decision_type=2 9 2 2 9 2 2 9 2 9 2 1 2 2 1 2 9 2 2 1 9 2 1 9 2 2 9 2 2 1
left_child=1 -1 3 7 5 25 23 17 15 10 12 -12 -10 -11 -15 20 -16 -3 -19 -20 -9 -22 -8 -6 -25 -5 -23 -28 29 -29
right_child=-2 2 -4 4 6 -7 22 8 9 13 11 -13 -14 14 16 -17 -18 18 19 -21 21 26 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.26192234164729039 -0.0039191108076269531 0.15684248971596568 -2.4569194522953222 1.1805792995557987 -0.19188445938127105 14.356869578361511 -0.71275058561755777 -0.82100630609089775 0.98769146133871644 -1.7437105669039434 -0.92842910430010628 41.216439159099878 23.462329231609001 0.63795101756141304 6.5399313740461551 7.2457262488819616 0.96436503434723075 -0.45945798870470889 1.243725531101227 -26.080682669515195 -0.11599772295855673 0.9780760948601448 10.730960020727041 -1.9086922328940314 -18.383803946883589 15.240956096649171 -0.93161525406650991 23.983918965116462 1.7932203021074207 2.6562101636614122
leaf_weight=26036 620274 9745 485 617 9554 80 62 2853 340 642 34 52 44 1239 753 149 342 139 40 46 1723 1002 98 881 27 20 179 94 386 77
leaf_count=26036 620274 9745 485 617 9554 80 62 2853 340 642 34 52 44 1239 753 149 342 139 40 46 1723 1002 98 881 27 20 179 94 386 77
internal_value=0 0.0426191 0.292713 0.335525 -0.0726584 3.00108 -0.282699 0.568353 1.10734 2.46089 7.24968 24.5545 3.56291 1.67461 2.62204 0.387353 4.86705 0.0315233 -5.39479 -13.3717 0.225507 1.08741 6.29652 -0.383589 -2.37246 1.62204 2.28668 4.00059 5.65745 14.3802
internal_weight=0 57739 31703 31218 11339 717 10622 19879 9909 3446 470 86 384 2976 2334 6463 1095 9970 225 86 6314 3461 160 10462 908 637 1738 736 557 171
internal_count=678013 57739 31703 31218 11339 717 10622 19879 9909 3446 470 86 384 2976 2334 6463 1095 9970 225 86 6314 3461 160 10462 908 637 1738 736 557 171
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=3203760 524364 720908 266240 2 2 1 2 262403 2 131329 4160 2
is_linear=0
shrinkage=0.1


Tree=630
num_leaves=31
num_cat=9
split_feature=12 0 13 12 11 12 14 11 13 11 12 12 12 14 11 11 11 13 12 13 12 11 13 12 11 13 13 11 12 12
split_gain=11222.3 159620 463341 1.23972e+06 1.46292e+06 2.57162e+06 2.69047e+06 2.78711e+06 1.36653e+06 3.16404e+06 4.823e+06 4.80674e+06 2.01134e+06 1.1632e+06 1.78518e+06 1.21764e+06 1.99142e+06 4.60952e+06 8.61079e+06 1.43909e+06 2.66673e+06 998727 2.34627e+06 2.0291e+06 1.18278e+06 1.35489e+06 811242 812468 734836 528618
threshold=8.5000000000000018 1.0000000180025095e-35 0 6.5000000000000009 1.5000000000000002 5.5000000000000009 1 1.0000000180025095e-35 2 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 3.5000000000000004 3 1.5000000000000002 2.5000000000000004 3.5000000000000004 4 7.5000000000000009 5 7.5000000000000009 2.5000000000000004 6 7.5000000000000009 3.5000000000000004 7 8 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009
decision_type=2 2 9 2 2 2 1 2 9 2 2 2 2 1 2 2 2 9 2 9 2 2 9 2 2 9 9 2 2 2
left_child=1 -1 3 4 5 8 7 -7 9 -3 -11 12 -12 14 29 -15 17 -17 -19 20 -18 22 23 -16 25 -23 27 -8 -6 -5
right_child=-2 2 -4 13 28 6 26 -9 -10 10 11 -13 -14 15 21 16 19 18 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.01947048975513032 0.016563450768557936 -3.8621267457803095 0.014131429850587966 -11.746183903186353 1.6396224820387357 3.7714989945695212 -3.6554645885120745 29.212226406578878 -0.23076433372567925 -0.76982553821720501 27.692264764959162 -6.4207023620605472 66.970666503906259 -1.5274754774248278 2.239049156039369 -2.8864091822919971 27.163890140614612 -42.412432893717067 -2.1051432416124167 -4.2719414843661898 -3.3761863917520603 -8.922132757489349 0.10567414289731591 21.574369410810803 1.8464382140957125 0.11577910365097087 -4.1457853499702786 12.754405593872072 -0.75479524490591876 -3.1907876161968005
leaf_weight=343257 256099 132 56382 154 1421 74 44 103 2023 73 22 20 32 1480 102 385 47 106 106 371 73 299 628 116 684 367 105 96 13076 136
leaf_count=343257 256099 132 56382 154 1421 74 44 103 2023 73 22 20 32 1480 102 385 47 106 106 371 73 299 628 116 684 367 105 96 13076 136
internal_value=0 -0.00997312 -0.138464 -0.524482 -0.120568 2.00569 9.18191 18.576 0.690154 7.12069 17.4672 35.4578 50.9684 -1.90182 -0.359918 -3.39448 -5.93416 -9.81406 -21.2561 -1.21664 7.92493 0.61389 3.30784 11.9781 -1.07432 -4.07401 2.39517 7.09055 -0.520094 -7.734
internal_weight=0 421914 78657 22275 17221 2724 422 177 2302 279 147 74 54 5054 2486 2568 1088 597 212 491 120 2196 846 218 1350 666 245 140 14497 290
internal_count=678013 421914 78657 22275 17221 2724 422 177 2302 279 147 74 54 5054 2486 2568 1088 597 212 491 120 2196 846 218 1350 666 245 140 14497 290
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=3691018 2 524288 2 3670016 20480 1048584 1048584 1052672
is_linear=0
shrinkage=0.1


Tree=631
num_leaves=31
num_cat=5
split_feature=11 2 13 14 12 12 12 12 12 12 12 13 1 12 14 12 12 12 8 12 12 5 12 12 14 12 3 12 12 12
split_gain=11194.4 107622 553791 471877 1.46196e+06 1.1746e+06 1.9593e+06 622618 5.88638e+06 623161 363464 154803 1.74445e+06 7.87608e+06 811300 914516 5.33666e+06 4.11048e+06 945173 809593 1.43561e+06 420136 1.99145e+06 1.40547e+06 449991 516406 351569 780042 4.21974e+06 795117
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0 1 15.500000000000002 9.5000000000000018 6.5000000000000009 17.500000000000004 16.500000000000004 12.500000000000002 15.500000000000002 2 1.0000000180025095e-35 3.5000000000000004 3 9.5000000000000018 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 16.500000000000004 17.500000000000004 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 4 5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 5.5000000000000009 2.5000000000000004
decision_type=2 2 9 1 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=1 11 10 5 -5 6 -4 8 9 -7 -3 12 14 -14 19 16 -16 -18 -17 26 -21 -13 23 24 -23 -26 27 28 29 -1
right_child=-2 2 3 4 -6 7 -8 -9 -10 -11 -12 21 13 -15 15 18 17 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-12.073687341170652 -0.005452632033908434 -3.987149136426936 3.5262389496261002 -0.68977063996980426 -23.98738093205861 8.663361665944592 -19.368598336688546 -2.2402532866421869 53.909724609374997 -0.95799259501118827 -17.706567096710206 0.043056885537403521 59.993449284480164 -9.7267485263735765 0.25663243892669679 -4.2282839567687871 40.037765202377784 4.0287471458560136 16.48302973906199 30.066103344871888 -0.51960531336565807 -1.5339611212412516 0.75208327677895725 -30.990134477615356 -6.7842217969894412 -22.852922261555989 0.46101814857069051 -1.6296300196096678 -42.640728294849396 2.9786224946062614
leaf_weight=56 574056 240 102 708 28 119 59 85 25 155 21 99741 26 43 625 269 66 61 24 21 57 72 539 30 60 30 212 357 32 94
leaf_count=56 574056 240 102 708 28 119 59 85 25 155 21 99741 26 43 625 269 66 61 24 21 57 72 539 30 60 30 212 357 32 94
internal_value=0 0.0302102 -0.798999 0.0749013 -1.57609 2.30587 -4.86379 5.31191 7.45884 3.22062 -4.90315 0.0426951 0.924472 16.5446 0.354277 2.20749 4.05404 22.7421 -2.53179 -1.9818 7.71501 0.0255481 -2.36309 -11.1083 -7.42646 -12.1405 -2.98892 -4.34586 -9.67384 -2.64091
internal_weight=0 103957 1542 1281 736 545 161 384 299 274 261 102415 1943 69 1874 1045 752 127 293 829 78 100472 731 192 162 90 751 539 182 150
internal_count=678013 103957 1542 1281 736 545 161 384 299 274 261 102415 1943 69 1874 1045 752 127 293 829 78 100472 731 192 162 90 751 539 182 150
cat_boundaries=0 1 2 3 4 5
cat_threshold=1216544 2 32 2 2
is_linear=0
shrinkage=0.1


Tree=632
num_leaves=31
num_cat=14
split_feature=13 3 11 12 13 14 12 12 11 12 11 11 14 13 12 13 13 14 14 14 14 12 12 13 12 12 12 14 12 14
split_gain=11114.5 115744 965364 3.13878e+06 2.0264e+06 2.37928e+06 2.40465e+06 1.85418e+06 1.45609e+06 1.06133e+06 1.23194e+06 744525 1.24009e+06 1.11486e+06 727820 4.18441e+06 3.61476e+06 3.43968e+06 2.31112e+06 1.69457e+06 1.01962e+06 714321 644565 621310 1.18615e+06 532562 481220 1.19895e+06 667287 799602
threshold=0 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 1 2 7.5000000000000009 7.5000000000000009 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3 4 6.5000000000000009 5 6 7 8 9 10 4.5000000000000009 9.5000000000000018 11 4.5000000000000009 8.5000000000000018 3.5000000000000004 12 2.5000000000000004 13
decision_type=9 2 2 2 9 1 2 2 2 2 2 2 1 9 2 9 9 1 1 1 1 2 2 9 2 2 2 1 2 1
left_child=1 -1 9 21 5 6 -5 8 14 11 23 -3 -13 -14 16 20 17 -6 -18 -17 -16 -4 -8 24 26 -9 28 -28 29 -11
right_child=-2 2 3 4 7 -7 22 25 -10 10 -12 12 13 -15 15 19 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.016938417810272412 0.014101338011969351 -0.15827791815518186 0.095878203796580574 29.310695217817255 20.529609114286917 34.878198541913711 -12.995680688928676 -3.4882535193075981 -0.34800836701706622 8.5765423890132055 -0.98172362819227799 -0.14548756717556741 6.3369458009712725 1.0880310927596049 -10.947625732421876 27.191938320207012 -9.2344865562379823 -2.1388539691304049 16.872464636097785 -4.6850607644943967 5.7152230776273285 -2.2027363866525578 4.7655597235608314 -0.13489361513773204 -0.60757920867065918 1.3237396052525856 -0.35553169752422131 16.495647450497277 -1.3273849328358969 1.9516604269704514
leaf_weight=294299 306699 6023 29025 39 302 42 27 283 289 314 27656 1768 793 846 125 81 129 86 46 21 52 1418 84 4505 988 1228 76 95 240 434
leaf_count=294299 306699 6023 29025 39 302 42 27 283 289 314 27656 1768 793 846 125 81 129 86 46 21 52 1418 84 4505 988 1228 76 95 240 434
internal_value=0 -0.0116222 -0.120763 0.285134 3.46825 13.1556 7.95027 2.70422 5.77649 -0.429579 -0.687838 0.51001 1.69143 3.67292 7.8786 3.70215 9.94829 15.1156 -2.24387 18.7871 -5.72867 -0.0111886 0.445258 0.534007 1.92919 0.422486 4.10832 9.00623 3.26061 4.73269
internal_weight=0 371314 77015 33277 2834 192 150 2642 1131 43738 34308 9430 3407 1639 842 279 563 388 175 102 177 30443 111 6652 2147 1511 1159 171 988 748
internal_count=678013 371314 77015 33277 2834 192 150 2642 1131 43738 34308 9430 3407 1639 842 279 563 388 175 102 177 30443 111 6652 2147 1511 1159 171 988 748
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=467037 12 2 2 65537 1 1 2 2 2 2 65552 2 2
is_linear=0
shrinkage=0.1


Tree=633
num_leaves=31
num_cat=8
split_feature=4 13 12 13 12 12 13 12 12 12 11 11 12 14 12 12 13 14 11 11 12 12 12 13 12 12 11 11 13 11
split_gain=10900.4 891495 547829 5.16186e+06 1.66469e+07 1.97484e+06 1.91272e+06 6.17992e+06 5.13939e+06 4.43801e+06 1.79264e+06 1.76077e+06 1.88903e+06 3.1095e+06 1.25796e+06 1.71252e+06 1.82036e+06 2.81642e+06 7.91729e+06 6.52047e+06 1.4925e+07 1.11901e+07 913894 851886 1.03767e+06 3.256e+06 2.93664e+06 4.50867e+06 823930 702928
threshold=1.0000000180025095e-35 0 5.5000000000000009 1 4.5000000000000009 1.5000000000000002 2 8.5000000000000018 6.5000000000000009 7.5000000000000009 3.5000000000000004 2.5000000000000004 11.500000000000002 3 6.5000000000000009 8.5000000000000018 4 5 2.5000000000000004 3.5000000000000004 7.5000000000000009 7.5000000000000009 12.500000000000002 6 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 3.5000000000000004 7 2.5000000000000004
decision_type=2 9 2 9 2 2 9 2 2 2 2 2 2 1 2 2 9 1 2 2 2 2 2 9 2 2 2 2 9 2
left_child=-1 2 3 4 5 -2 7 8 -4 -10 -7 22 13 -13 -8 16 17 29 -19 21 -21 -20 -9 24 -5 26 -26 -28 -17 -16
right_child=1 -3 6 23 -6 10 14 11 9 -11 -12 12 -14 -15 15 28 -18 18 19 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0017380193411588531 -11.473723220825196 -1.0373230723923674 -2.1627540773815581 -7.7536500105217332 99.877650003847876 -0.50589079856872565 -4.1898905692912987 -27.620211386680605 -78.962340902399148 -17.66761552038647 40.860199012756347 1.3140934244791669 -2.3577287467113179 49.60614176094532 6.3292584200788831 -3.2672513557762439 -1.3747910484487629 -0.079982402476858588 87.618745765686043 -23.198392383868878 55.458311021592891 5.1931086948939731 0.59672333386472676 -0.44064902171983827 -8.9995240252950932 1.8894235375694242 58.593808695849248 8.7726321489383015 0.86283490058866352 -4.0968850877549912
leaf_weight=665835 42 5488 36 67 23 22 493 24 27 21 20 30 67 24 112 613 314 188 40 52 45 28 22 1537 23 454 34 39 2140 153
leaf_count=665835 42 5488 36 67 23 22 493 24 27 21 20 30 67 24 112 613 314 188 40 52 45 28 22 1537 23 454 34 39 2140 153
internal_value=0 -0.0937323 0.680855 1.94839 22.4048 3.85926 0.0353157 -8.27056 -30.7246 -52.1459 19.1922 2.52841 8.85952 22.7772 0.552777 1.18878 4.89383 7.9721 13.9502 29.9361 13.2918 53.6788 -14.1252 0.824377 3.93244 5.42751 22.1597 31.977 -0.0655294 0.309636
internal_weight=0 12178 6690 2261 107 84 4429 251 84 48 42 167 121 54 4178 3685 932 618 353 165 97 68 46 2154 617 550 96 73 2753 265
internal_count=678013 12178 6690 2261 107 84 4429 251 84 48 42 167 121 54 4178 3685 932 618 353 165 97 68 46 2154 617 550 96 73 2753 265
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1571456 128 128 2 1183744 2 1057280 1049088
is_linear=0
shrinkage=0.1


Tree=634
num_leaves=31
num_cat=5
split_feature=13 5 4 12 11 1 12 12 3 11 14 1 12 7 14 12 12 14 12 11 12 12 11 12 9 8 14 0 12 12
split_gain=10018.7 328841 223367 65557.2 59833.8 1.16581e+06 428794 1.34662e+06 1.63791e+06 2.34479e+06 2.64232e+06 394829 954384 261230 1.32227e+06 602481 902940 259932 559508 428803 344617 420663 318442 254579 210088 185629 263397 140198 697200 413976
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 2 11.500000000000002 6.5000000000000009 3 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009
decision_type=9 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2
left_child=1 2 4 -4 5 6 -1 8 -8 10 -10 13 -13 17 -15 16 -16 20 19 -19 23 22 -22 -6 -20 27 -27 -9 29 -29
right_child=-2 -3 3 -5 11 -7 7 25 9 -11 -12 12 -14 14 15 -17 -18 18 24 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-3.0466997530195452 0.0010152673556171798 -9.8035570090157655 8.7627056258065377 2.1336099367875323 0.18004479408264162 -21.978485598564149 -7.8957316702984759 -1.2564371896162945 2.8289448165893556 -4.4916181484858191 36.357213980691476 25.957426681518555 -2.061449408531189 -8.5403722233242458 13.274210022235739 20.284744525636949 -5.7229768146168105 0.43191317967006138 -1.9037423355990395 13.212901342482795 16.903477824818005 1.4248908654561845 3.0112131595611573 -6.1328347947286526 -8.6390452560113413 -1.6775239955811274 14.357603874206545 1.996963762353968 -0.62240338977726029 18.934055229925342
leaf_weight=450 673446 35 35 26 209 25 47 1183 40 48 57 20 31 63 58 35 44 70 844 42 33 464 33 92 49 21 20 27 435 31
leaf_count=450 673446 35 35 26 209 25 47 1183 40 48 57 20 31 63 58 35 44 70 844 42 33 464 33 92 49 21 20 27 435 31
internal_value=0 -0.147437 -0.0731892 5.93719 -0.155192 -0.49747 -0.26982 0.384761 8.3272 13.5857 22.5311 0.235796 8.92635 0.0181054 3.45008 8.96394 5.07935 -0.355748 -1.43771 5.22478 0.952759 2.48742 9.95735 -1.74947 -2.27332 -0.503385 6.14449 -0.666012 0.750767 11.0495
internal_weight=0 4567 4532 61 4471 2384 2359 1909 192 145 97 2087 51 2036 200 137 102 1836 1005 112 831 530 66 301 893 1717 41 1676 493 58
internal_count=678013 4567 4532 61 4471 2384 2359 1909 192 145 97 2087 51 2036 200 137 102 1836 1005 112 831 530 66 301 893 1717 41 1676 493 58
cat_boundaries=0 1 2 3 4 5
cat_threshold=65536 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=635
num_leaves=31
num_cat=10
split_feature=11 0 13 11 12 13 11 12 12 13 12 13 12 14 11 13 12 12 13 14 13 12 11 12 12 12 12 11 12 13
split_gain=10095.8 153645 1.53709e+06 7.63662e+06 1.40608e+07 729380 1.96471e+06 1.60845e+06 1.34707e+06 1.03237e+06 899134 2.94211e+06 8.44875e+06 6.11022e+06 9.71156e+06 1.03913e+07 2.03551e+06 1.29329e+06 966732 1.48865e+06 3.40179e+06 4.13994e+07 1.33603e+08 1.23904e+07 5.24714e+06 2.52951e+06 5.84959e+06 7.19124e+06 2.52898e+06 1.78941e+06
threshold=2.5000000000000004 1.0000000180025095e-35 0 3.5000000000000004 7.5000000000000009 1 3.5000000000000004 12.500000000000002 27.500000000000004 2 11.500000000000002 3 13.500000000000002 4 3.5000000000000004 5 12.500000000000002 12.500000000000002 6 7 8 6.5000000000000009 3.5000000000000004 4.5000000000000009 9.5000000000000018 7.5000000000000009 8.5000000000000018 3.5000000000000004 6.5000000000000009 9
decision_type=2 2 9 2 2 9 2 2 2 9 2 9 2 1 2 9 2 2 9 1 9 2 2 2 2 2 2 2 2 9
left_child=-1 -2 3 4 -3 10 7 -7 -9 -8 18 12 13 14 15 16 -12 -17 -4 25 21 23 -23 -21 -24 28 27 -27 29 -20
right_child=1 2 5 -5 -6 6 9 8 -10 -11 11 -13 -14 -15 -16 17 -18 -19 19 20 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.011102600383057572 0.023923742321211985 87.756538499196381 -1.3580366886575128 -1.7416672401428224 -3.3053845038780802 -1.7115820349349538 0.79756119479880705 0.23908972899540856 21.149304743736025 -0.49497573940345951 71.763217599051345 -0.078583175968008304 -0.34193281705436462 1.8954519151851832 -1.5191693619319373 22.399067549272019 44.678583484996452 6.1521095964097485 9.476135886983668 -7.0866285082937654 1.0341023839187529 225.1056155349269 -69.366816075642916 -85.761560645470254 -5.4240222584117541 21.000436573091932 -1.0967771672898798 -4.0103036788202102 -9.8491904434999586 -2.1151338973024512
leaf_weight=371296 239941 30 4638 225 39 14315 12801 4993 31 11929 56 5269 1360 302 140 99 55 97 131 87 5080 33 21 26 33 301 1570 186 422 2507
leaf_count=371296 239941 30 4638 225 39 14315 12801 4993 31 11929 56 5269 1360 302 140 99 55 97 131 87 5080 33 21 26 33 301 1570 186 422 2507
internal_value=0 -0.0134141 -0.147577 6.94708 36.2868 -0.179969 -0.416159 -1.17131 0.368114 0.174203 0.28441 1.1887 4.33461 12.8839 20.3079 30.2616 53.5212 13.6615 -0.159153 0.376602 1.55493 14.0307 66.5838 -25.1888 -30.2907 -0.838527 1.87325 11.4481 -2.66144 -1.51162
internal_weight=0 306717 66776 294 69 66482 44069 19339 5024 24730 22413 7378 2109 749 447 307 111 196 15035 10397 5280 200 87 113 54 5117 2057 487 3060 2638
internal_count=678013 306717 66776 294 69 66482 44069 19339 5024 24730 22413 7378 2109 749 447 307 111 196 15035 10397 5280 200 87 113 54 5117 2057 487 3060 2638
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=64 856756 1187842 528416 2 524288 528416 2 4 262148
is_linear=0
shrinkage=0.1


Tree=636
num_leaves=31
num_cat=14
split_feature=12 12 0 13 14 13 13 11 11 11 13 11 13 11 11 13 13 11 14 13 9 13 14 11 13 11 11 11 11 13
split_gain=13213 165020 1.21241e+06 1.11916e+06 1.57153e+06 3.76425e+06 2.89913e+06 2.10093e+06 1.69337e+06 4.70578e+06 1.16314e+06 658402 840234 647428 603796 1.63586e+06 540200 429159 1.92361e+06 462171 411507 1.32112e+06 1.1708e+06 1.8682e+06 1.40032e+06 1.32953e+06 7.31998e+06 877726 750437 629518
threshold=9.5000000000000018 8.5000000000000018 1.0000000180025095e-35 0 1 2 3 3.5000000000000004 2.5000000000000004 1.5000000000000002 4 2.5000000000000004 5 1.0000000180025095e-35 2.5000000000000004 6 7 1.0000000180025095e-35 8 9 1.0000000180025095e-35 10 11 3.5000000000000004 12 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 13
decision_type=2 2 2 9 1 9 9 2 2 2 9 2 9 2 2 9 9 2 1 9 2 9 1 2 9 2 2 2 2 9
left_child=1 -1 16 17 5 7 8 14 9 13 -9 -7 -13 -6 15 -5 -3 18 -4 -19 29 22 23 25 28 -22 -27 -28 -24 -18
right_child=-2 2 3 4 6 11 -8 10 -10 -11 -12 12 -14 -15 -16 -17 20 19 -20 -21 21 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00675372238394196 -0.019841195709749362 -0.90086842153632452 22.399053573608398 12.580547496250698 5.0694815914869311 -4.0292962068092022 0.50857202947337765 17.559565482705327 -0.23256757556633795 14.812664005630896 5.8409253724416104 6.5613079227813307 -2.1236418415637726 -0.056282924891167832 -1.7742718403799493 0.52086579379102715 -0.4865390549698077 -0.16682363903007635 -4.475339530763172 -4.1580476587171002 -1.5577134312063023 -2.4732253490213578 -3.9825856833622377 -5.4850872960583921 -1.2694703880552689 55.387187318544129 2.6549711902936299 14.814609844849841 14.100360275615344 0.95848879832368294
leaf_weight=421914 224177 6986 39 130 750 1416 2398 108 393 532 470 136 460 367 456 592 9342 592 84 572 69 527 29 87 556 37 144 101 110 4439
leaf_count=421914 224177 6986 39 130 750 1416 2398 108 393 532 470 136 460 367 456 592 9342 592 84 572 69 527 29 87 556 37 144 101 110 4439
internal_value=0 0.00983269 0.229056 1.1762 1.60511 0.105042 2.88176 3.4776 5.63859 7.07204 8.43542 -2.84156 -0.0673837 3.38537 1.07451 2.87374 -0.171942 -1.55958 4.04581 -2.1653 0.158329 1.64586 3.55228 7.63295 1.03169 10.8844 13.9288 7.66772 9.63453 -0.0207384
internal_weight=0 453836 31922 9495 8208 3768 4440 1756 2042 1649 578 2012 596 1117 1178 722 22427 1287 123 1164 15441 1660 1133 438 695 351 282 245 139 13781
internal_count=678013 453836 31922 9495 8208 3768 4440 1756 2042 1649 578 2012 596 1117 1178 722 22427 1287 123 1164 15441 1660 1133 438 695 351 282 245 139 13781
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=2212417 2 1706120 308 2176 12288 1048584 242466 2 1 1065168 2 16576 1065104
is_linear=0
shrinkage=0.1


Tree=637
num_leaves=31
num_cat=9
split_feature=13 5 12 6 12 12 12 12 11 11 12 12 11 11 12 14 12 14 12 14 11 12 14 11 13 11 14 11 14 14
split_gain=12370.1 166425 868413 146426 397237 304528 589842 483065 391021 280790 866358 4.62651e+06 2.7581e+07 1.42938e+06 1.27535e+06 933876 863745 6.92013e+06 850550 1.53826e+06 1.7431e+06 763930 4.04307e+06 537512 524715 1.09268e+06 1.41509e+06 813378 877190 530763
threshold=0 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 4.5000000000000009 2.5000000000000004 3.5000000000000004 1.5000000000000002 11.500000000000002 10.500000000000002 3.5000000000000004 3.5000000000000004 9.5000000000000018 1 5.5000000000000009 2 8.5000000000000018 3 2.5000000000000004 6.5000000000000009 4 1.0000000180025095e-35 5 2.5000000000000004 6 3.5000000000000004 7 8
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 1 2 2 1 2 9 2 1 2 1 1
left_child=1 3 -3 -1 -5 7 -7 -6 -9 16 11 14 -13 -12 18 -15 17 -8 24 -20 -21 22 -18 -24 25 26 -11 29 -29 -27
right_child=-2 2 -4 4 5 6 9 8 -10 10 13 12 -14 15 -16 -17 21 -19 19 20 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.17514556854955651 0.0026023995935455374 -16.609349451838312 1.44939048265156 -2.5156142083294877 0.0046492586022780355 -4.3470274734497067 43.842596786086631 8.0483350922079655 -2.4446473942246549 27.111500647129159 1.6656784768752644 -6.4314585254305889 106.67978883940599 -14.708117164184001 -6.3448142911051661 0.34719686365839264 -37.789596120048969 -8.562291442291647 -2.426431773792614 31.760327480150309 0.77698064168294279 -0.095600564768489701 7.2717843169596668 -8.4825236797332764 -1.2615100610291154 0.32576415198189873 4.5895177568708148 -9.9758039647882644 14.776392643626146 -18.145972344534737
leaf_weight=18498 654960 37 95 406 253 240 37 204 43 39 481 84 29 107 182 67 34 79 55 46 30 1353 67 32 331 28 98 22 41 35
leaf_count=18498 654960 37 95 406 253 240 37 204 43 39 481 84 29 107 182 67 34 79 55 46 30 1353 67 32 331 28 98 22 41 35
internal_value=0 -0.0719127 -3.61253 -0.0515539 0.465335 0.76662 0.438327 3.07583 6.22162 0.788796 1.69406 3.51654 22.5971 -1.14399 1.13936 -8.91096 -0.157722 8.15306 3.01814 10.3117 19.5301 -0.806477 -8.03818 2.17948 1.40963 4.64285 11.0009 -1.90177 6.13277 -9.93631
internal_weight=0 23053 132 22921 4423 4017 3517 500 247 3277 1675 1020 113 655 907 174 1602 116 725 131 76 1486 133 99 594 263 137 126 63 63
internal_count=678013 23053 132 22921 4423 4017 3517 500 247 3277 1675 1020 113 655 907 174 1602 116 725 131 76 1486 133 99 594 263 137 126 63 63
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=65604 2 2 2 2 65540 2 2 2
is_linear=0
shrinkage=0.1


Tree=638
num_leaves=31
num_cat=6
split_feature=12 14 13 11 12 6 3 2 12 12 1 6 13 11 12 13 11 12 11 11 9 13 12 7 13 1 11 12 3 0
split_gain=11111.7 251000 911155 914957 1.19449e+06 784150 679842 902311 1.97846e+06 744350 678443 673309 762244 2.20357e+06 837010 1.07564e+06 729360 705696 704579 1.56375e+06 672967 4.41073e+06 3.38298e+07 626605 595409 5.61982e+06 4.08656e+06 1.55001e+07 1.38235e+07 7.15248e+07
threshold=4.5000000000000009 0 1 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2 2.5000000000000004 3.5000000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 4 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 1 9 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 9 2 2 9 2 2 2 2 2
left_child=1 2 11 4 5 20 7 10 -9 -10 -5 24 14 17 -13 18 -17 -14 -16 -20 -4 22 -22 -6 25 26 -1 -28 29 -29
right_child=-2 -3 3 6 23 -7 -8 8 9 -11 -12 12 13 -15 15 16 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.2704707581582644 -0.010740407469963374 -0.073074270625666668 0.0057455151838927982 1.3190723311887096 -1.4576105751017812 -1.8677325899559063 -0.058579112603859555 1.8069677532583044 -21.428913775357334 -5.9009829060784709 -2.8217183975781799 1.5216158937345732 -1.2925582803555622 -1.6977957025354424 5.0535261892503307 17.089291779891305 -1.5487531891502286 2.3409905057462495 20.216342935806665 2.0065288688563094 130.49761087168818 -1.2330882588767131 -1.0732761441744292 1.7265116499905202 0.18337664632647432 45.797536415889347 -13.858363175392151 178.84486701488495 -1.1893013318379722 -4.2595570206642153
leaf_weight=1194 396113 150279 21481 8943 11543 2218 20964 207 66 58 414 2514 615 2752 279 23 241 4084 117 79 23 535 130 653 52159 29 132 32 72 64
leaf_count=1194 396113 150279 21481 8943 11543 2218 20964 207 66 58 414 2514 615 2752 279 23 241 4084 117 79 23 535 130 653 52159 29 132 32 72 64
internal_value=0 0.0152344 0.116061 -0.141414 -0.479105 -0.0750123 0.261572 0.954351 -4.17681 -14.1658 1.13586 0.384892 1.10914 0.548633 2.38397 5.34989 0.0722781 1.86544 8.11085 12.8767 0.104349 3.18297 17.5578 -1.28713 0.240551 2.18309 1.3511 11.785 31.9333 56.7753
internal_weight=0 281900 131621 67235 36583 24387 30652 9688 331 124 9357 64386 10704 7451 3253 739 264 4699 475 196 22169 688 153 12196 53682 1523 1494 300 168 96
internal_count=678013 281900 131621 67235 36583 24387 30652 9688 331 124 9357 64386 10704 7451 3253 739 264 4699 475 196 22169 688 153 12196 53682 1523 1494 300 168 96
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 2795762 534752 526368 1048576 32
is_linear=0
shrinkage=0.1


Tree=639
num_leaves=31
num_cat=4
split_feature=13 9 14 12 11 12 11 12 12 12 13 11 11 11 13 11 12 11 12 11 12 12 11 12 12 12 12 11 8 12
split_gain=15765.4 208080 1.01316e+06 812226 5.16318e+06 1.299e+07 1.39896e+07 1.95475e+06 1.42924e+06 1.20406e+06 7.91289e+06 1.002e+07 1.45902e+07 567026 414761 1.14476e+06 1.48089e+06 571413 1.39284e+06 407328 409752 491676 376403 660718 609651 1.08843e+06 355449 262660 361866 2.31172e+06
threshold=0 1.0000000180025095e-35 1 2.5000000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 5.5000000000000009 10.500000000000002 9.5000000000000018 2 1.5000000000000002 2.5000000000000004 2.5000000000000004 3 1.5000000000000002 8.5000000000000018 1.5000000000000002 6.5000000000000009 2.5000000000000004 16.500000000000004 17.500000000000004 2.5000000000000004 6.5000000000000009 6.5000000000000009 7.5000000000000009 16.500000000000004 1.5000000000000002 1.0000000180025095e-35 12.500000000000002
decision_type=9 2 1 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 19 4 -4 -6 -7 13 9 14 11 -11 -13 -5 15 -9 22 18 -16 20 -3 -22 24 -24 -17 -26 -10 28 -1 -30
right_child=-2 2 3 7 5 6 -8 8 26 10 -12 12 -14 -15 17 16 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.20897650560426562 -0.0062329896860276396 -1.9428529278973661 -1.3610167684378449 -1.1516399993387105 -3.1125661035602015 92.524417075132718 -8.7120488484700527 -2.6895156122023063 -0.094026731287545351 -19.097499903926145 -4.3240809565005094 80.416013364438655 -13.291626548767091 -7.4156482666377501 24.756399263654437 -2.0087861560639881 27.949288196563721 0.32508687982139811 0.92754049882656187 0.63328790390699286 12.274531826443143 -0.37258007515644292 15.311445672171457 -2.9802266818373955 31.583051554361983 0.80421928405761722 -9.8852226831974122 -0.10139882222411951 4.6085498437471433 -9.2294899683985232
leaf_weight=22823 579569 1813 324 337 89 39 21 93 752 27 151 54 24 253 35 21 40 523 82 1549 45 97 28 67 27 20 39 68205 721 145
leaf_count=22823 579569 1813 324 337 89 39 21 93 752 27 151 54 24 253 35 21 40 523 82 1549 45 97 28 67 27 20 39 68205 721 145
internal_value=0 0.0370488 0.58161 1.91555 5.72413 21.1307 57.0917 1.21541 2.71887 4.90582 10.983 30.5029 51.5829 -3.83773 3.24368 6.28606 10.7077 1.71162 8.05583 -0.577973 -1.53769 3.63531 6.47661 2.411 12.1565 18.4857 -0.576778 -0.00176233 0.28511 2.29156
internal_weight=0 98444 6550 3046 473 149 60 2573 1983 1192 256 105 78 590 936 296 203 640 117 3504 1955 142 163 95 68 47 791 91894 23689 866
internal_count=678013 98444 6550 3046 473 149 60 2573 1983 1192 256 105 78 590 936 296 203 640 117 3504 1955 142 163 95 68 47 791 91894 23689 866
cat_boundaries=0 1 2 3 4
cat_threshold=2380544 2 4096 16384
is_linear=0
shrinkage=0.1


Tree=640
num_leaves=31
num_cat=5
split_feature=13 9 14 12 11 12 11 12 12 12 13 11 11 13 12 13 11 12 11 12 11 12 12 11 12 12 12 12 11 12
split_gain=12741.2 168121 819623 658448 4.18217e+06 1.05219e+07 1.13316e+07 1.58218e+06 1.15598e+06 970564 6.42136e+06 8.11618e+06 1.1818e+07 494486 358701 335957 927257 1.19952e+06 462845 1.1282e+06 329935 331899 398257 304887 535181 493817 881628 287914 283489 560457
threshold=0 1.0000000180025095e-35 1 2.5000000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 5.5000000000000009 10.500000000000002 9.5000000000000018 2 1.5000000000000002 2.5000000000000004 3 3.5000000000000004 4 1.5000000000000002 8.5000000000000018 1.5000000000000002 6.5000000000000009 2.5000000000000004 16.500000000000004 17.500000000000004 2.5000000000000004 6.5000000000000009 6.5000000000000009 7.5000000000000009 16.500000000000004 1.5000000000000002 4.5000000000000009
decision_type=9 2 1 2 2 2 2 2 2 2 9 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 4 -4 -6 -7 13 9 15 11 -11 -13 14 -5 16 -9 23 19 -17 21 -3 -23 25 -25 -18 -27 -10 -15 -30
right_child=-2 2 3 7 5 6 -8 8 27 10 -12 12 -14 28 -16 18 17 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0015861235087538438 -0.0056097079627015168 -1.748567647163505 -1.2249152201193352 -19.181527242352885 -2.8013090905178801 83.271977977263631 -7.8408444722493487 -2.4205640321136803 -0.084624061246026075 -17.18774974964283 -3.9185305921187314 72.374400937115709 -11.962463410695394 2.6539029366629467 -6.4884152973754503 22.280759146554132 -1.8079072498139881 25.154358978271485 0.29257820796784206 0.83478670701747992 0.56995908907723469 11.047078586154514 -0.33532211330440859 13.780300961221968 -2.6822038337365903 28.424746365017359 0.72379798889160163 -8.8967003259903361 -0.39208387605479511 -8.5008757904285694
leaf_weight=91894 579569 1813 324 31 89 39 21 93 752 27 151 54 24 105 79 35 21 40 523 82 1549 45 97 28 67 27 20 39 244 131
leaf_count=91894 579569 1813 324 31 89 39 21 93 752 27 151 54 24 105 79 35 21 40 523 82 1549 45 97 28 67 27 20 39 244 131
internal_value=0 0.0332999 0.522789 1.72257 5.15171 19.0177 51.3825 1.09219 2.4448 4.41161 9.86784 27.4526 46.4246 -3.45396 -9.22677 2.91931 5.65745 9.63691 1.54046 7.25025 -0.520175 -1.38392 3.27178 5.82895 2.1699 10.9409 16.6371 -0.519101 -1.89923 -3.22476
internal_weight=0 98444 6550 3046 473 149 60 2573 1983 1192 256 105 78 590 110 936 296 203 640 117 3504 1955 142 163 95 68 47 791 480 375
internal_count=678013 98444 6550 3046 473 149 60 2573 1983 1192 256 105 78 590 110 936 296 203 640 117 3504 1955 142 163 95 68 47 791 480 375
cat_boundaries=0 1 2 3 4 5
cat_threshold=2380544 2 4096 262912 16384
is_linear=0
shrinkage=0.1


Tree=641
num_leaves=31
num_cat=6
split_feature=9 13 14 13 12 13 12 12 12 11 11 11 11 12 13 13 12 12 11 12 12 12 11 11 12 12 11 11 11 12
split_gain=12683.4 504346 774468 708693 791132 3.11436e+06 7.42422e+06 1.95858e+06 1.46489e+06 1.67561e+06 1.0543e+06 1.3894e+06 934979 592626 1.89904e+06 1.0504e+06 1.12725e+06 2.16468e+06 1.10678e+06 2.26832e+06 6.43408e+06 1.97688e+06 2.6032e+06 1.94689e+06 1.77779e+06 2.59939e+06 630666 612500 794460 1.08799e+06
threshold=1.0000000180025095e-35 0 1 2 2.5000000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 4.5000000000000009 4 5 16.500000000000004 18.500000000000004 3.5000000000000004 9.5000000000000018 10.500000000000002 5.5000000000000009 2.5000000000000004 1.5000000000000002 12.500000000000002 11.500000000000002 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002
decision_type=2 9 1 9 2 9 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 10 -8 -10 11 -7 -9 14 26 16 18 -18 21 -20 -21 22 23 -15 25 -22 -4 -16 29 -29
right_child=1 2 13 4 -6 7 8 12 9 -11 -12 -13 -14 15 27 -17 17 -19 19 20 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0032094646181435524 0.4550666420928477 -1.5289538382476309 -1.8152178395148759 52.027947062980843 0.28067423381128581 0.49359703949519568 -5.1336350107192992 4.5170352069093438 2.9977066228419176 25.999857154259317 1.1186564529151248 -23.908381554739819 -6.1837217658457133 2.6729130594353929 -2.9266459689313629 -1.1661949144574046 30.268987261926807 -6.5840467040027892 -1.5810978832109921 47.541836920449903 -2.2459763118198941 -1.2895696716556133 -7.1261828368564828 31.600786883036296 -6.561497195363045 34.373056443532306 2.318316339759027 -1.4867515252560985 -3.2674138290003727 -13.939349053263184
leaf_weight=643260 12319 1883 715 41 8506 35 80 466 81 52 57 70 99 38 736 6127 37 28 212 43 42 1464 53 60 80 36 763 98 285 247
leaf_count=643260 12319 1883 715 41 8506 35 80 466 81 52 57 70 99 38 736 6127 37 28 212 43 42 1464 53 60 80 36 763 98 285 247
internal_value=0 -0.0588127 -0.341046 0.238397 0.590174 3.27978 12.5654 -0.13541 5.55923 11.991 -9.83054 -15.7744 2.64204 -0.936822 -2.18107 -0.506333 1.4241 14.3938 1.01543 5.63507 13.2462 -0.165944 10.728 20.3839 3.91253 14.6551 0.316529 -4.85025 -7.1745 -10.4021
internal_weight=0 34753 22434 11370 9487 981 254 727 213 133 162 105 565 11064 2844 8220 2093 65 2028 413 201 1615 151 98 158 78 1478 1366 630 345
internal_count=678013 34753 22434 11370 9487 981 254 727 213 133 162 105 565 11064 2844 8220 2093 65 2028 413 201 1615 151 98 158 78 1478 1366 630 345
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=22917 2 2654816 1048576 2392664 655424
is_linear=0
shrinkage=0.1


Tree=642
num_leaves=31
num_cat=8
split_feature=12 13 12 4 12 11 1 14 13 4 11 11 14 2 11 0 8 11 14 0 3 11 11 12 13 1 14 12 12 13
split_gain=11079.2 127218 393367 439828 449020 2.11942e+06 371978 363240 329574 508563 583483 2.60827e+06 475393 938161 784752 743818 505263 453221 352923 304475 303115 324431 293982 1.42276e+06 2.53367e+06 2.16369e+06 9.68254e+06 4.82092e+07 9.42871e+07 3.37182e+06
threshold=9.5000000000000018 0 10.500000000000002 1.0000000180025095e-35 11.500000000000002 2.5000000000000004 1.0000000180025095e-35 1 2 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 3 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 12.500000000000002 5 1.0000000180025095e-35 6 18.500000000000004 16.500000000000004 7
decision_type=2 9 2 2 2 2 2 1 9 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 9 2 1 2 2 9
left_child=-1 2 6 22 5 7 8 -5 12 -10 -11 18 14 -14 17 16 -16 19 -12 -2 -19 -22 -4 24 -24 -25 27 28 -27 -28
right_child=1 -3 3 4 -6 -7 -8 -9 9 10 11 -13 13 -15 15 -17 -18 20 -20 -21 21 -23 23 25 -26 26 29 -29 -30 -31
leaf_value=0.0090082924655757717 0.56570623652769791 0.02763194658656375 -0.14484742664007144 -29.121692315269918 -1.1285910923566138 1.1833093715565546 -4.4561269215311867 -12.630963719974865 -0.33362779745839027 -2.4708008870100366 19.04583546565129 -1.3268371929725014 -2.9099908028905919 10.720554526723348 -0.66352700469768156 6.9088343180780827 9.0617232759120103 -3.4022456673861194 36.051251021675448 10.32265988400108 -3.7799079895019534 4.9068101362748582 -0.23627500403495061 -0.61523172713785346 4.1718280425134537 7.2908892601414736 -14.148346535467333 -73.850617259257547 210.64768961588544 4.2417504342629559
leaf_weight=453836 202 163688 30354 34 903 112 249 22 8592 78 26 96 1745 52 565 230 59 930 23 38 76 99 2930 10152 2343 95 145 37 30 272
leaf_count=453836 202 163688 30354 34 903 112 249 22 8592 78 26 96 1745 52 565 230 59 930 23 38 76 99 2930 10152 2343 95 145 37 30 272
internal_value=0 -0.0181641 -0.142073 -0.00827979 -2.01177 -6.75886 -0.628068 -22.6432 -0.553665 -0.211021 4.50346 8.25513 -1.30573 -2.51556 -0.322998 2.04775 0.256008 -1.82829 27.028 2.11056 -2.68379 1.13429 0.0380065 0.384816 1.72988 -0.276122 5.66973 26.4172 56.0965 -2.39046
internal_weight=0 224177 60489 47429 1071 168 13060 56 12811 8815 223 145 3996 1797 2199 854 624 1345 49 240 1105 175 46358 16004 5273 10731 579 162 125 417
internal_count=678013 224177 60489 47429 1071 168 13060 56 12811 8815 223 145 3996 1797 2199 854 624 1345 49 240 1105 175 46358 16004 5273 10731 579 162 125 417
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1573317 2 1048576 2 2 524421 2 1048576
is_linear=0
shrinkage=0.1


Tree=643
num_leaves=31
num_cat=7
split_feature=12 8 12 11 11 12 13 12 11 11 14 11 11 11 14 11 1 12 14 9 13 10 13 11 11 12 12 11 13 1
split_gain=14120.1 42633.7 200626 51924.9 45826 40279.7 104023 149993 662011 117854 153850 69383.7 66023.5 132280 61911.4 61870.8 48130.5 63533.1 42351.6 52060.5 50871.3 41637.2 165819 205477 202558 55484.6 204654 53265.3 155301 477776
threshold=19.500000000000004 1.0000000180025095e-35 25.500000000000004 3.5000000000000004 1.0000000180025095e-35 26.500000000000004 0 28.500000000000004 2.5000000000000004 2.5000000000000004 1 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2 1.5000000000000002 1.0000000180025095e-35 28.500000000000004 3 1.0000000180025095e-35 4 1.0000000180025095e-35 5 2.5000000000000004 1.5000000000000002 20.500000000000004 21.500000000000004 3.5000000000000004 6 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 9 2 2 2 1 2 2 2 1 2 2 2 1 2 9 2 9 2 2 2 2 2 9 2
left_child=-1 5 3 4 -3 21 7 8 -7 12 11 -11 -9 -14 -15 16 -8 -18 19 20 -17 27 23 24 -23 -25 -27 -2 -29 -30
right_child=1 2 -4 -5 -6 6 15 9 -10 10 -12 -13 13 14 -16 18 17 -19 -20 -21 -22 22 -24 25 -26 26 -28 28 29 -31
leaf_value=-0.0018983756639201063 0.083606969655445618 -5.1249551683664327 7.2850948878696986 -7.1886476587366177 -0.31524663819716525 -0.99444603179922186 -0.21390034401034727 -1.9019722913440906 14.832096078151313 -2.6406542254818812 -8.2117299433677431 1.7494775844944848 8.6943549044926964 2.492164680328262 -3.0547621947068437 -2.7716202642420216 -2.2958620834350589 4.3362178527391881 -2.6588995546102527 3.0864521011710169 -0.61469636804240335 4.0275735392714997 -1.3189662922859193 -3.4446603775024416 16.781403284072876 10.385243724641347 -1.8593475127831482 1.7202252219061531 0.52922111639766389 -8.5315207349337054
leaf_weight=666326 7707 32 21 27 52 82 743 38 39 72 31 72 30 89 26 129 20 52 158 32 618 33 115 22 20 21 39 746 556 65
leaf_count=666326 7707 32 21 27 52 82 743 38 39 72 31 72 30 89 26 129 20 52 158 32 618 33 115 22 20 21 39 746 556 65
internal_value=0 0.108979 -1.67801 -3.37374 -2.14752 0.129393 -0.252296 1.04113 4.10667 0.0340955 -1.8213 -0.445588 1.80839 2.78076 1.23808 -0.608392 0.0253229 2.49397 -1.16609 -0.863309 -1.03251 0.220722 1.49384 3.71263 8.84034 0.851135 2.42626 0.185646 0.760928 -0.412523
internal_weight=0 11687 132 111 84 11555 2231 479 121 358 175 144 183 145 115 1752 815 72 937 779 747 9324 250 135 53 82 60 9074 1367 621
internal_count=678013 11687 132 111 84 11555 2231 479 121 358 175 144 183 145 115 1752 815 72 937 779 747 9324 250 135 53 82 60 9074 1367 621
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=659520 2 2 2 1081600 1050641 145545
is_linear=0
shrinkage=0.1


Tree=644
num_leaves=31
num_cat=7
split_feature=12 13 1 12 11 14 14 11 11 14 12 11 14 11 12 12 12 1 14 11 12 13 12 11 11 2 12 12 9 11
split_gain=11390.9 261163 567851 4.43042e+06 2.26371e+07 1.33696e+08 7.10648e+06 1.52006e+07 2.50914e+06 1.63356e+07 1.90517e+06 6.57312e+06 1.55491e+06 1.42427e+06 914514 668255 299624 726745 7.75832e+06 2.04144e+07 6.27752e+07 1.9347e+06 2.48234e+06 5.28416e+06 1.5239e+06 298994 281986 277096 534275 770821
threshold=16.500000000000004 0 1.0000000180025095e-35 18.500000000000004 3.5000000000000004 1 2 2.5000000000000004 3.5000000000000004 3 17.500000000000004 2.5000000000000004 4 2.5000000000000004 21.500000000000004 19.500000000000004 18.500000000000004 1.0000000180025095e-35 5 3.5000000000000004 17.500000000000004 6 17.500000000000004 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 20.500000000000004 17.500000000000004 1.0000000180025095e-35 3.5000000000000004
decision_type=2 9 2 2 2 1 1 2 2 1 2 2 1 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2
left_child=-1 2 27 4 6 -6 7 -4 12 -10 -8 -12 13 26 -11 -14 17 25 19 24 -21 22 -20 -24 -19 -3 -5 28 -2 -30
right_child=1 16 3 8 5 -7 10 -9 9 14 11 -13 15 -15 -16 -17 -18 18 21 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0030968315789352777 0.64786221375262909 -0.45737205231856293 6.1210296812511631 12.001135318619866 236.47740967362017 -47.440224439044329 0.033739720858060394 -92.364636154174818 -73.323986558353212 26.144291729397242 -5.9203493254525323 69.140284881591796 -14.686234224759616 35.881393655141196 2.2027027411338613 -0.43778692045341733 0.1400331108837084 4.9119582167538738 4.2505797217873971 28.173721095493864 -192.22595221201581 -1.2715850353240967 6.1661381639753072 68.709304670854053 -13.880863624895122 2.395233524161041 -2.6106188774108889 -0.1943924971058113 2.1714176627678601 17.003102726839028
leaf_weight=641559 2689 13145 42 28 27 43 78 25 34 27 28 20 39 21 39 211 12494 110 102 28 24 235 35 22 71 378 25 6262 123 49
leaf_count=641559 2689 13145 42 28 27 43 78 25 34 27 28 20 39 21 39 211 12494 110 102 28 24 235 35 22 71 378 25 6262 123 49
internal_value=0 -0.0543687 0.386515 3.15942 13.3559 62.0709 -4.31277 -30.6274 -3.16527 -17.0121 9.6799 25.3549 1.10845 13.8416 11.997 -2.66054 -0.21676 -0.531951 -3.8602 -18.3253 -73.5492 4.69401 12.7869 30.3056 -2.45981 -0.377635 5.1088 0.178127 0.993477 6.39672
internal_weight=0 36454 9810 687 263 70 193 67 424 100 126 48 324 74 66 250 26644 14150 627 233 52 394 159 57 181 13523 53 9123 2861 172
internal_count=678013 36454 9810 687 263 70 193 67 424 100 126 48 324 74 66 250 26644 14150 627 233 52 394 159 57 181 13523 53 9123 2861 172
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1657358 2 2 2 2 2 131201
is_linear=0
shrinkage=0.1


Tree=645
num_leaves=31
num_cat=7
split_feature=12 1 13 12 12 13 11 14 14 11 12 14 11 11 12 11 11 11 12 11 11 12 13 9 3 8 11 12 14 8
split_gain=11610.5 47496.6 390514 1.83414e+06 130980 141954 706524 2.19727e+06 518236 416969 399340 361387 193086 123770 99680.4 94875.5 67236.4 65871.8 189300 65412.4 115891 63622.8 62133 224697 182765 142265 111132 85632.2 80136.7 81686.3
threshold=19.500000000000004 1.0000000180025095e-35 0 20.500000000000004 25.500000000000004 1 3.5000000000000004 2 3 3.5000000000000004 20.500000000000004 4 1.5000000000000002 1.5000000000000002 22.500000000000004 3.5000000000000004 1.5000000000000002 2.5000000000000004 28.500000000000004 1.5000000000000002 2.5000000000000004 23.500000000000004 5 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 20.500000000000004 6 1.0000000180025095e-35
decision_type=2 2 9 2 2 9 2 1 1 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2
left_child=-1 22 3 -3 5 6 8 -8 -4 11 -11 12 -7 -10 -15 16 -5 -6 -19 -13 21 -21 23 24 25 -2 -25 -28 -24 -30
right_child=1 2 4 15 17 9 7 -9 13 10 -12 19 -14 14 -16 -17 -18 18 -20 20 -22 -23 28 26 -26 -27 27 -29 29 -31
leaf_value=-0.0017284906529363446 -0.50153182818513009 32.468753823367031 -12.641269124956693 2.0755941769172406 1.2466472341185031 0.67865570068359382 35.033045685809597 -5.2307940165201821 4.629816420324917 1.7322231074174246 -14.180178905569989 -3.3393408384434013 12.578097248276075 -3.1861428960164391 2.9953462314605712 5.5313665055311647 -4.282476739394359 11.505993821070746 -0.80997130076090496 1.9565705749932236 -3.7780086251766711 -3.7593488759320715 -0.015793366560184818 -1.6513209334574641 -9.7844044533642869 -6.8466808415121507 9.4896626687818948 3.2034356700049509 0.62887305556459783 6.2697609938108005
leaf_weight=666326 1915 22 34 29 115 25 23 33 58 24 46 129 30 75 40 26 39 26 24 127 73 23 6499 32 22 36 31 72 2033 26
leaf_count=666326 1915 22 34 29 115 25 23 33 58 24 46 129 30 75 40 26 39 26 24 127 73 23 6499 32 22 36 31 72 2033 26
internal_value=0 0.0988139 0.750394 5.96273 0.0162278 -0.551666 1.29203 11.3061 -1.35469 -1.56254 -8.7245 -0.369142 7.16926 0.863483 -1.03606 0.393523 -1.57095 2.56413 5.59433 -1.54702 -0.510203 1.08013 0.0364415 -0.448624 -0.720816 -0.618613 3.49618 5.09541 0.156264 0.700103
internal_weight=0 11687 1021 116 905 740 263 56 207 477 70 407 55 173 115 94 68 165 50 352 223 150 10666 2108 1973 1951 135 103 8558 2059
internal_count=678013 11687 1021 116 905 740 263 56 207 477 70 407 55 173 115 94 68 165 50 352 223 150 10666 2108 1973 1951 135 103 8558 2059
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=8193 673800 2 2 2 28681 2
is_linear=0
shrinkage=0.1


Tree=646
num_leaves=31
num_cat=9
split_feature=9 13 14 12 13 13 12 11 12 12 12 13 14 11 14 13 12 11 13 12 11 11 11 12 12 11 12 12 12 12
split_gain=11630.7 411253 683604 862715 1.08462e+06 650114 1.18348e+06 2.93079e+06 988626 586340 1.26443e+06 9.22528e+06 2.27163e+07 1.10598e+06 1.13826e+06 862698 728690 586070 553333 1.5365e+06 2.60128e+06 9.30353e+06 1.14797e+06 509557 508518 497810 892762 819689 719632 1.78466e+06
threshold=1.0000000180025095e-35 0 1 5.5000000000000009 2 3 7.5000000000000009 2.5000000000000004 8.5000000000000018 1.5000000000000002 2.5000000000000004 4 5 2.5000000000000004 6 7 5.5000000000000009 3.5000000000000004 8 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 6.5000000000000009 3.5000000000000004 10.500000000000002 13.500000000000002 16.500000000000004 17.500000000000004
decision_type=2 9 1 2 9 9 2 2 2 2 2 9 1 2 1 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 -3 6 7 24 -7 -2 11 12 -11 -13 -15 16 -12 -16 19 20 21 -10 -22 -18 -5 27 -27 -21 -28 -30
right_child=1 2 -4 5 -6 8 -8 -9 18 10 15 13 -14 14 17 -17 23 -19 -20 25 22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.0030484183241810954 -2.1842251597687112 2.4573044619369671 -0.76291540980162909 10.244588677542552 -1.4344268731315066 -2.3035332549522147 0.83126056626046962 34.714744823857359 -1.2512236678411091 1.8748539775250905 -7.0369841756491827 1.5646525729979788 96.089660891971079 -1.5689536940883584 -28.600755266462059 0.99902664281615516 4.1444399724736121 -8.0517508299454406 -0.96733385826029439 -2.2718343404964325 7.0981466614197348 64.961348509788522 -4.4263438211638357 -1.9162700443753307 -5.6766627859562 8.2928567732478449 -1.0855236605069363 1.1517445063404994 20.385513363854361 -1.0718913204902041
leaf_weight=643260 701 2930 13028 35 942 2229 570 38 63 83 232 224 37 71 35 5628 172 23 2819 1344 214 32 145 717 47 190 574 1458 59 113
leaf_count=643260 701 2930 13028 35 942 2229 570 38 63 83 232 224 37 71 35 5628 172 23 2819 1344 214 32 145 717 47 190 574 1458 59 113
internal_value=0 -0.0563442 -0.243279 0.247041 1.51315 -0.24665 2.69248 11.7576 -0.468537 0.57626 0.845003 5.84313 28.5456 -2.60917 -10.059 0.494712 -2.02803 -20.452 0.114193 0.841788 6.33727 21.052 2.44341 -0.743669 1.11899 0.176584 2.17326 -0.4904 0.614653 6.2885
internal_weight=0 34753 26830 13802 3872 9930 690 120 9240 7923 7222 473 120 353 129 6749 1121 58 7011 4192 454 95 359 889 82 3738 936 2802 746 172
internal_count=678013 34753 26830 13802 3872 9930 690 120 9240 7923 7222 473 120 353 129 6749 1121 58 7011 4192 454 95 359 889 82 3738 936 2802 746 172
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=20868 2 1181713 335882 384 2 2 256 1081361
is_linear=0
shrinkage=0.1


Tree=647
num_leaves=31
num_cat=8
split_feature=12 13 1 12 11 14 14 11 11 14 12 11 14 11 12 12 12 1 14 11 12 13 12 11 11 11 12 2 13 11
split_gain=12070.2 215710 461397 3.58795e+06 1.83361e+07 1.08294e+08 5.75625e+06 1.23125e+07 2.03425e+06 1.38534e+07 1.54319e+06 5.32422e+06 1.29322e+06 1.13578e+06 769559 538256 240427 586708 6.28228e+06 1.65356e+07 5.08479e+07 1.56847e+06 2.01069e+06 4.28017e+06 1.23436e+06 254042 327408 243593 245800 1.1193e+06
threshold=16.500000000000004 0 1.0000000180025095e-35 18.500000000000004 3.5000000000000004 1 2 2.5000000000000004 3.5000000000000004 3 17.500000000000004 2.5000000000000004 4 2.5000000000000004 23.500000000000004 20.500000000000004 18.500000000000004 1.0000000180025095e-35 5 3.5000000000000004 17.500000000000004 6 17.500000000000004 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 7 1.5000000000000002
decision_type=2 9 2 2 2 1 1 2 2 1 2 2 1 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 9 2
left_child=-1 2 -2 4 6 -6 7 -4 12 -10 -8 -12 13 -5 -11 -14 17 27 19 24 -21 22 -20 -24 25 -19 -27 -3 -29 -30
right_child=1 16 3 8 5 -7 10 -9 9 14 11 -13 15 -15 -16 -17 -18 18 21 20 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=0.0031857574150476083 0.15687596634321083 -0.41921523116327775 5.5087948027111242 4.8145743709690167 212.82951860781068 -42.696333102292797 0.030234146118164065 -83.128304138183594 -67.172650898204139 18.519180845177694 -5.3284463746207109 62.226124725341805 -9.6617711909829751 32.294545019240608 -4.9770970153808598 0.54330647557468736 0.11605598514898717 14.032020932977851 3.8253895778282017 25.356216321672715 -173.00348865638179 -1.1497432926722935 5.5493922206333712 61.838240606134597 -12.49290994993398 -3.2997513656616215 9.0145384336772718 4.7612818908691414 -15.798265395666423 3.2382154807538699
leaf_weight=641559 9123 13145 42 53 27 43 78 25 34 46 28 20 73 21 20 177 12494 22 102 28 24 235 35 22 71 50 38 175 38 165
leaf_count=641559 9123 13145 42 53 27 43 78 25 34 46 28 20 73 21 20 177 12494 22 102 28 24 235 35 22 71 50 38 175 38 165
internal_value=0 -0.0559684 0.344721 2.84423 12.0202 55.8636 -3.88163 -27.5647 -2.84744 -15.3153 8.71178 22.8193 1.00066 12.6129 11.3991 -2.43658 -0.203551 -0.485897 -3.47634 -16.4929 -66.1944 4.22125 11.508 27.2749 -2.21396 4.42063 2.01778 -0.347244 2.15558 -0.309993
internal_weight=0 36454 9810 687 263 70 193 67 424 100 126 48 324 74 66 250 26644 14150 627 233 52 394 159 57 181 110 88 13523 378 203
internal_count=678013 36454 9810 687 263 70 193 67 424 100 126 48 324 74 66 250 26644 14150 627 233 52 394 159 57 181 110 88 13523 378 203
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1657358 2 2 2 2 2 131201 16
is_linear=0
shrinkage=0.1


Tree=648
num_leaves=31
num_cat=10
split_feature=13 12 12 3 14 11 11 11 11 13 4 14 11 0 12 13 11 14 11 11 13 14 14 11 11 11 11 13 11 11
split_gain=11847.9 80448.9 288335 2.10928e+06 8.12845e+06 4.59164e+06 4.44332e+06 1.47798e+06 1.24266e+06 961505 1.12018e+06 1.29423e+07 1.94988e+07 727090 1.35186e+06 2.25451e+06 6.81689e+06 5.67078e+06 7.42896e+06 937699 804469 2.64974e+06 2.37413e+06 2.45517e+06 4.04018e+06 2.28326e+06 1.09412e+06 1.61953e+06 1.16194e+06 1.527e+06
threshold=0 10.500000000000002 11.500000000000002 1.0000000180025095e-35 1 1.5000000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 2 1.0000000180025095e-35 3 1.5000000000000002 1.0000000180025095e-35 12.500000000000002 4 2.5000000000000004 5 3.5000000000000004 3.5000000000000004 6 7 8 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 9 1.5000000000000002 1.0000000180025095e-35
decision_type=9 2 2 2 1 2 2 2 2 9 2 1 2 2 2 9 2 1 2 2 9 1 1 2 2 2 2 9 2 2
left_child=-1 -2 3 8 7 -6 -7 -5 9 -3 -11 12 -12 -4 15 16 -15 18 -18 20 22 -22 23 24 25 -17 27 28 29 -23
right_child=1 2 13 4 5 6 -8 -9 -10 10 11 -13 -14 14 -16 19 17 -19 -20 -21 21 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.009790560311512821 0.051213167793937288 -2.0692990110712013 -0.24831304427258871 21.761703441882958 1.070965576171875 -90.457827177501869 -29.12646108556677 -2.6845939732733228 -1.5262695032625211 1.1405373132902619 -30.383623504638674 -35.188233260104532 79.807711138044098 -1.3291743746975013 0.13981990502850994 -0.95986669921875001 64.604466683523995 -4.40639297022964 -2.8979863374129589 -1.9633814585188376 -2.9316415171805628 21.496444142659506 -1.0788871454788467 26.355480467242963 -1.6743746493725067 34.923439000864498 0.37183377136618406 1.8999489352388204 20.231331998069816 -8.5124792636969158
leaf_weight=437519 180423 978 33865 29 20 21 27 168 4598 4034 26 38 42 171 13323 25 56 33 23 581 732 30 295 81 188 61 236 202 149 39
leaf_count=437519 180423 978 33865 29 20 21 27 168 4598 4034 26 38 42 171 13323 25 56 33 23 581 732 30 295 81 188 61 236 202 149 39
internal_value=0 0.0178395 -0.0823952 -0.573195 -9.37559 -39.1854 -55.9589 0.9141 -0.333113 0.738815 1.40379 11.5547 37.6757 0.0154023 0.565832 2.52164 10.8481 30.4088 44.9519 1.57448 2.59079 1.19596 5.46678 11.0601 6.53851 24.4922 5.82 8.88134 14.5938 4.53488
internal_weight=0 240494 60071 9981 265 68 48 197 9716 5118 4140 106 68 50090 16225 2902 283 112 79 2619 2038 1388 650 355 274 86 656 420 218 69
internal_count=678013 240494 60071 9981 265 68 48 197 9716 5118 4140 106 68 50090 16225 2902 283 112 79 2619 2038 1388 650 355 274 86 656 420 218 69
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1124605 2 525056 2 524288 2 4096 2 2 131072
is_linear=0
shrinkage=0.1


Tree=649
num_leaves=31
num_cat=9
split_feature=12 13 8 14 12 11 11 13 12 12 11 12 13 11 11 11 4 13 12 14 11 12 14 0 13 12 11 11 13 11
split_gain=11473 156112 238394 1.32583e+06 2.2232e+06 1.5431e+06 1.48386e+06 1.27437e+06 1.1485e+06 2.47974e+06 2.79413e+06 487326 434929 403855 316489 227454 222129 647190 4.57704e+06 4.44644e+06 358618 939162 226000 348907 1.50572e+06 4.89978e+06 5.09407e+06 1.71525e+07 394813 409801
threshold=3.5000000000000004 0 1.0000000180025095e-35 1 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 2 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 3 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 4 1.5000000000000002 5 1.0000000180025095e-35 1.5000000000000002 6 1.0000000180025095e-35 7 2.5000000000000004 2.5000000000000004 1.5000000000000002 8 3.5000000000000004
decision_type=2 9 2 1 2 2 2 9 2 2 2 2 9 2 2 2 2 9 2 1 2 2 1 2 9 2 2 2 9 2
left_child=1 2 16 5 6 -4 13 8 9 11 -11 -7 -6 -5 -14 -12 22 18 -18 -20 21 -19 23 -1 25 -25 27 -27 -26 -30
right_child=-2 -3 3 4 12 7 -8 -9 -10 10 15 -13 14 -15 -16 -17 17 20 19 -21 -22 -23 -24 24 28 26 -28 -29 29 -31
leaf_value=0.20678029755597815 0.0095883977181422542 -0.068584104607253824 4.9512930623946652 -2.9351372664173443 0.2444331682541154 -12.176426793847767 22.204978238874013 -0.41361508333860941 -2.308165468685869 -3.9283390608700843 -31.844174250849974 -0.34457108559815786 -14.78304584503174 8.4909989877678882 -3.5315792125066126 -43.544325447082521 -10.404330183967712 19.785862841643393 -6.4632205486297609 47.982074713706972 -0.90544149675529351 -1.6896051917757309 -0.037183075642794348 -1.4518520608629499 1.4577032534750458 -7.1275751749674487 -0.97785207748413083 101.69966408865793 -2.0832497363727103 2.2190515421889119
leaf_weight=24596 439605 170764 155 48 738 56 72 258 138 44 54 92 30 87 150 24 63 32 24 40 417 56 37005 175 2091 30 40 28 794 307
leaf_count=24596 439605 170764 155 48 738 56 72 258 138 44 54 92 30 87 150 24 63 32 24 40 417 56 37005 175 2091 30 40 28 794 307
internal_value=0 -0.0176553 0.110906 -0.979859 1.24995 -4.03533 10.6115 -6.12681 -9.49666 -13.5225 -24.0778 -4.82149 -0.860994 4.42837 -5.12225 -35.4442 0.143231 2.00895 8.09265 27.5651 0.312545 6.11966 0.125109 0.33913 1.2786 8.27058 26.476 45.4097 0.652649 -0.875654
internal_weight=0 238408 67644 1946 1125 821 207 666 408 270 122 148 918 135 180 78 65698 632 127 64 505 88 65066 28061 3465 273 98 58 3192 1101
internal_count=678013 238408 67644 1946 1125 821 207 666 408 270 122 148 918 135 180 78 65698 632 127 64 505 88 65066 28061 3465 273 98 58 3192 1101
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2421704 2 4544 61568 8320 2 2 8192 266440
is_linear=0
shrinkage=0.1


Tree=650
num_leaves=31
num_cat=5
split_feature=13 12 9 12 11 14 10 11 12 11 6 14 12 14 6 1 3 3 9 12 12 12 12 12 0 12 11 14 12 11
split_gain=12403.9 216586 4.22219e+06 1.13483e+07 1.45726e+07 742648 604646 585887 785826 1.59464e+06 1.91507e+06 4.89903e+06 1.12306e+06 1.46733e+06 624284 536356 534537 402599 542724 557866 386529 374660 422194 1.32991e+06 351300 332468 318966 281723 290008 250107
threshold=0 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1 1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2 5.5000000000000009 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 7.5000000000000009 15.500000000000002 16.500000000000004 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 4 3.5000000000000004 2.5000000000000004
decision_type=9 2 2 2 2 1 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=1 2 6 5 -5 26 15 8 9 14 12 -12 16 -14 -3 24 -11 18 -9 27 -18 29 -23 -24 -1 -22 -4 -20 -29 -21
right_child=-2 7 3 4 -6 -7 -8 17 -10 10 11 -13 13 -15 -16 -17 20 -19 19 21 25 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.27686958969933911 -0.002330968180100655 1.0795149076458723 -9.9444916820526128 -6.3234451502561573 82.366449720209303 -16.950170953650225 7.8366661024093638 0.11582891605298816 -0.65241546398868122 -3.3310609625445475 -8.7119667778015142 49.601843923680924 35.671761388045091 0.58152171915227713 -10.801049474875134 -10.316682460784913 10.501869791561795 -1.7973248695339947 -4.1397118759155278 -2.7650580858483038 -2.3135031427655899 -2.8716932951393774 22.414196668352403 -4.5282249994997708 -2.796964728201667 9.1150764656066894 5.1824109782343335 -19.962578494732199 -6.9854571622960711 5.5542257401251023
leaf_weight=5859 658307 563 20 32 44 38 100 8193 932 90 25 34 26 22 48 50 97 1818 180 51 70 649 28 53 397 40 46 26 51 124
leaf_count=5859 658307 563 20 32 44 38 100 8193 932 90 25 34 26 22 48 50 97 1818 180 51 70 649 28 53 397 40 46 26 51 124
internal_value=0 0.0781655 0.546126 15.6509 45.0233 -5.81351 0.121701 -0.156682 1.44414 3.36924 8.24373 24.8926 5.39653 19.5887 0.146181 -0.000642276 3.10284 -0.43564 -0.171017 -2.19351 5.90019 -1.02588 -2.02209 4.7852 0.0818069 1.84234 0.598501 -6.30519 -11.3673 3.12975
internal_weight=0 19706 6586 180 76 104 6406 13120 1947 1015 404 59 345 48 611 6306 297 11173 9355 1162 207 905 730 81 6256 110 66 257 77 175
internal_count=678013 19706 6586 180 76 104 6406 13120 1947 1015 404 59 345 48 611 6306 297 11173 9355 1162 207 905 730 81 6256 110 66 257 77 175
cat_boundaries=0 1 2 3 4 5
cat_threshold=2097920 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=651
num_leaves=31
num_cat=8
split_feature=12 13 9 12 12 14 11 13 14 11 11 12 1 12 11 12 14 8 12 11 13 14 12 11 12 12 14 11 11 12
split_gain=10749.7 126733 748903 2.19179e+06 5.07343e+06 1.6832e+07 2.7208e+07 705136 445950 346527 255427 244882 237143 585405 1.25548e+06 380207 399056 182071 1.23541e+06 2.49575e+06 715716 503453 312612 348314 180812 491524 1.06004e+06 128078 120724 119605
threshold=3.5000000000000004 0 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1 2.5000000000000004 2 3 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.5000000000000002 4 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 5 6 1.5000000000000002 1.5000000000000002 1.5000000000000002 2.5000000000000004 7 2.5000000000000004 2.5000000000000004 4.5000000000000009
decision_type=2 9 2 2 2 1 2 9 1 2 2 2 2 2 2 2 1 2 2 2 9 1 2 2 2 2 1 2 2 2
left_child=1 2 12 4 7 9 -7 8 10 -6 -4 -9 17 15 -15 -14 -17 -1 19 -19 24 -21 23 -22 -20 26 -26 -5 -10 -2
right_child=29 -3 3 27 5 6 -8 11 28 -11 -12 -13 13 14 -16 16 -18 18 20 21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.18306028990805889 0.16669691702840106 -0.042022519494331577 -8.0210504408235916 -1.9365351689656576 2.4998449331799222 -16.548115390280017 126.04240735769272 -0.6757011977109042 -7.1758206991588374 -9.9869334179422129 4.007520851434446 8.5719276939950344 -2.3089027775185449 -3.9597536461026062 24.620727972550824 -20.685126811060414 -5.4332761537461058 29.278973023758994 -3.4574064102725708 3.5405192603667581 -14.626618572076163 -17.942003107070924 3.2860243335470454 0.077634398791254791 -26.090002214340942 -4.304188217836268 -2.7052071127626633 -7.2302878583598345 -15.733467982523145 -0.0080022648024498516
leaf_weight=23568 43492 213450 27 75 43 23 32 44 34 46 51 82 112 51 22 29 42 36 69 24 24 20 143 49 42 85 36 117 32 396113
leaf_count=23568 43492 213450 27 75 43 23 32 44 34 46 51 82 112 51 22 29 42 36 69 24 24 20 143 49 42 85 36 117 32 396113
internal_value=0 -0.0170895 0.196085 3.66864 7.7642 22.9225 66.4136 -0.320246 -4.93269 -3.954 -0.156215 4.94976 0.109751 -2.91779 4.65354 -5.93805 -11.6629 0.141917 -1.69459 9.75219 -3.73866 -6.22426 0.542773 -4.75664 -7.42804 -9.56456 -15.297 -5.16242 -11.325 0.00928147
internal_weight=0 238408 24958 606 414 144 55 270 144 89 78 126 24352 256 73 183 71 24096 528 80 448 44 216 73 232 163 78 192 66 439605
internal_count=678013 238408 24958 606 414 144 55 270 144 89 78 126 24352 256 73 183 71 24096 528 80 448 44 216 73 232 163 78 192 66 439605
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2130760 2 320 2 2 320 2 2
is_linear=0
shrinkage=0.1


Tree=652
num_leaves=31
num_cat=9
split_feature=13 12 12 11 0 14 11 11 14 13 11 14 0 0 11 13 13 9 11 6 7 11 11 12 6 1 14 14 12 0
split_gain=12413.3 182692 743239 4.9603e+06 1.20804e+07 7.96315e+07 1.20245e+08 4.47476e+06 2.673e+06 4.06915e+06 2.25396e+06 1.44639e+06 4.29105e+06 2.8334e+06 3.88263e+06 1.44079e+06 1.32003e+06 3.54549e+06 4.55067e+06 906763 1.93085e+06 786852 613163 1.08054e+06 1.07152e+06 909049 971290 690546 944409 1.35602e+06
threshold=0 6.5000000000000009 7.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1 3.5000000000000004 3.5000000000000004 2 3 3.5000000000000004 4 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5 6 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 7 8 4.5000000000000009 1.0000000180025095e-35
decision_type=9 2 2 2 2 1 2 2 1 9 2 1 2 2 2 9 9 2 2 2 2 2 2 2 2 2 1 1 2 2
left_child=1 22 3 11 8 7 -7 -6 16 -10 -11 13 15 -3 -15 -13 -5 18 -18 20 -12 -17 -1 25 27 -24 -27 -25 -29 -30
right_child=-2 2 -4 4 5 6 -8 -9 9 10 19 12 -14 14 -16 21 17 -19 -20 -21 -22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=0.11131628120759307 0.0038622581173465374 -1.7566511209093338 -0.031770607644071525 -1.1886711938040597 -49.599041306345093 205.03474862234935 -17.655363686879479 -8.3890837533133364 8.3494683873935003 -30.558853254173744 -29.575126723448438 -3.0926663858179722 -14.751664758372952 41.575976803428254 5.3910594516330299 -1.1079461951004832 -1.7753265414617758 51.179264068603516 38.630418303206163 3.9720275965603919 7.0427702883879348 10.242880217791999 0.32508775550475733 -1.1812846730591355 1.118550490972791 0.25825371742248537 29.015940856933597 -2.3893918188403398 -4.5457280735815724 -15.950457483349425
leaf_weight=17932 627130 442 21594 109 57 49 48 49 117 66 36 473 259 38 135 95 113 22 37 44 24 171 3299 2282 1059 24 23 1658 496 132
leaf_count=17932 627130 442 21594 109 57 49 48 49 117 66 36 473 259 38 135 95 113 22 37 44 24 171 3299 2282 1059 24 23 1658 496 132
internal_value=0 -0.0474897 0.153218 1.82882 8.4265 29.3647 94.8376 -30.5492 0.943301 -5.84464 -15.21 -1.32481 -3.67551 2.48982 13.3392 0.206387 7.87618 12.9377 8.19142 -6.93182 -14.928 5.96477 -0.22638 -0.901245 -1.74745 0.521826 14.3312 -2.41187 -3.64031 -6.9429
internal_weight=0 50883 23978 2384 771 203 97 106 568 287 170 1613 998 615 173 739 281 172 150 104 60 266 26905 8973 5627 3346 47 4568 2286 628
internal_count=678013 50883 23978 2384 771 203 97 106 568 287 170 1613 998 615 173 739 281 172 150 104 60 266 26905 8973 5627 3346 47 4568 2286 628
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=73804 2 2 8192 2 73736 72 2 2
is_linear=0
shrinkage=0.1


Tree=653
num_leaves=31
num_cat=8
split_feature=9 13 14 12 13 12 11 11 12 12 11 11 13 12 11 13 13 12 11 12 13 12 11 11 11 12 13 12 12 11
split_gain=11043.6 368467 481321 853623 969708 3.28884e+06 1.19117e+07 1.31014e+07 2.83796e+06 869406 718911 1.15577e+06 707700 896255 993477 643246 552919 1.14075e+06 4.0465e+06 659644 566020 1.78766e+06 1.56156e+06 7.39344e+06 520626 501740 1.02427e+06 2.44058e+06 7.76083e+06 2.30606e+06
threshold=1.0000000180025095e-35 0 1 5.5000000000000009 2 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.5000000000000002 3 1.5000000000000002 3.5000000000000004 4 5 7.5000000000000009 2.5000000000000004 8.5000000000000018 6 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 13.500000000000002 7 17.500000000000004 15.500000000000002 3.5000000000000004
decision_type=2 9 1 2 9 2 2 2 2 2 2 2 9 2 2 9 9 2 2 2 9 2 2 2 2 2 9 2 2 2
left_child=-1 -2 3 4 8 6 7 -6 10 12 11 -3 -7 -14 -15 -11 17 18 -5 -18 21 22 23 -21 -24 -23 27 28 -27 -30
right_child=1 2 -4 16 5 9 -8 -9 -10 15 -12 -13 13 14 -16 -17 19 -19 -20 20 -22 25 24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0029794661829920036 0.6202154080494785 -0.30096732189780789 -0.63541804862628382 1.1111109422312844 -17.84452816722068 -4.5606280346439316 -19.10339515032592 77.41597836358207 3.6580910008386098 -7.0549321923436246 -2.5950406937372117 -22.075214447694666 -1.8736890798770123 3.4546579831267055 18.316990332970253 -1.5469775260727983 -1.9009892087873212 0.7482548873767193 49.291652579929519 -1.0576608962700016 -0.83652823199062731 -1.0766621307008564 6.2460569221194433 59.576668192545576 -4.1038864910602575 -1.2530194699764252 0.14579115895853367 -4.9284643919571591 22.520573170979819 58.836207131778501
leaf_weight=643260 6550 38 13751 72 22 136 54 42 2299 347 105 68 161 146 65 570 2411 464 23 61 3856 1617 202 30 64 128 1286 115 36 34
leaf_count=643260 6550 38 13751 72 22 136 54 42 2299 347 105 68 161 146 65 570 2411 464 23 61 3856 1617 202 30 64 128 1286 115 36 34
internal_value=0 -0.0548946 -0.21183 0.191065 1.42212 -0.554463 15.4857 44.6702 2.62894 -1.88659 -8.45986 -14.2694 1.43203 3.64744 8.0331 -3.72504 -0.288737 2.74323 12.7759 -0.463297 0.00266709 0.908131 7.62419 18.9317 3.75584 0.165421 1.42149 6.45205 13.3878 40.1596
internal_weight=0 34753 28203 14452 4053 1543 118 64 2510 1425 211 106 508 372 211 917 10399 559 95 9840 7429 3573 357 91 266 3216 1599 313 198 70
internal_count=678013 34753 28203 14452 4053 1543 118 64 2510 1425 211 106 508 372 211 917 10399 559 95 9840 7429 3573 357 91 266 3216 1599 313 198 70
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=20740 2 133265 524832 1048576 335874 1081360 1048576
is_linear=0
shrinkage=0.1


Tree=654
num_leaves=31
num_cat=8
split_feature=13 12 12 11 0 14 11 14 3 9 11 3 14 0 11 0 13 3 11 0 14 12 13 12 12 12 6 1 14 9
split_gain=11338 157617 996941 7.6231e+06 2.43261e+07 1.11761e+08 1.13038e+08 2.26977e+06 1.91701e+06 2.18326e+06 1.2482e+06 777054 755800 3.90507e+06 2.65156e+06 3.43026e+06 857994 1.6513e+06 665960 1.14524e+06 1.49485e+06 2.38239e+06 1.15972e+06 986969 1.02455e+06 820039 721406 707106 773864 470309
threshold=0 6.5000000000000009 7.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1 3.5000000000000004 2 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 5 4.5000000000000009 6 1.5000000000000002 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 7 1.0000000180025095e-35
decision_type=9 2 2 2 2 1 2 1 2 2 2 2 1 2 2 2 9 2 2 2 1 2 9 2 2 2 2 2 1 2
left_child=1 18 3 12 7 10 -7 8 9 -5 -6 -9 14 16 15 -3 17 -14 -1 25 22 -22 23 -21 -25 27 29 -20 -29 -27
right_child=-2 2 -4 4 5 6 -8 11 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 20 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.12372634064623236 0.0033197843030647414 3.5153732976962608 -0.078004738719247457 -1.7569891420786814 -45.159194354621732 254.48313630756581 -30.346069474653763 -4.3292806899483827 26.287461047702369 27.811222585042316 -15.514041862487794 -22.779772685124325 2.3024879652303416 -15.359554996761666 -2.8716735247700882 39.302688763592698 -1.9011888658239486 29.26666290848344 0.61944938783319836 -7.0858239009462558 -4.6272907374988907 -23.142253931107064 -3.7376800830198444 23.881015477281935 0.68269306421279907 -1.9017283833183258 1.3057786029907923 0.17325634334398354 26.114051553477413 -6.7481359499390781
leaf_weight=15462 635914 97 18119 149 49 38 22 187 45 30 20 26 143 211 397 37 460 27 2254 29 275 93 292 47 32 2592 703 23 23 217
leaf_count=15462 635914 97 18119 149 49 38 22 187 45 30 20 26 143 211 397 37 460 27 2254 29 275 93 292 47 32 2592 703 23 23 217
internal_value=0 -0.0502604 0.15257 2.30829 12.073 50.23 150.046 0.809225 7.83697 3.19858 -36.5664 -6.58145 -1.71999 -3.58498 1.23378 13.3969 0.358567 6.2192 -0.234847 -1.07744 -4.7067 -9.30634 -0.475036 7.95564 14.4842 -0.597869 -1.55913 0.869933 13.1437 -2.27612
internal_weight=0 42099 20057 1938 566 129 60 437 224 179 69 213 1372 841 531 134 630 170 22042 6580 768 368 400 108 79 5812 3512 2300 46 2809
internal_count=678013 42099 20057 1938 566 129 60 437 224 179 69 213 1372 841 531 134 630 170 22042 6580 768 368 400 108 79 5812 3512 2300 46 2809
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=73796 2 2 2 64 2 65540 2
is_linear=0
shrinkage=0.1


Tree=655
num_leaves=31
num_cat=7
split_feature=12 13 9 14 11 12 10 13 14 12 11 11 8 12 14 11 11 11 1 11 14 9 13 11 12 11 12 11 11 12
split_gain=10957.9 113287 563650 2.38388e+06 6.85065e+06 1.37606e+07 299400 642617 355995 626039 799732 206604 178244 2.04344e+06 1.3093e+06 710107 173698 131631 129108 146752 112335 556507 2.22751e+06 1.08639e+06 1.2754e+06 1.6853e+06 2.30988e+06 725954 817938 955434
threshold=3.5000000000000004 0 1.0000000180025095e-35 1 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2 3 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 5 1.0000000180025095e-35 6 2.5000000000000004 1.5000000000000002 3.5000000000000004 2.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004
decision_type=2 9 2 1 2 2 2 9 1 2 2 2 2 2 1 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2
left_child=1 2 6 -4 16 -6 12 8 9 10 -8 -9 18 14 -14 17 -5 -15 -1 -20 -3 -22 27 -24 -25 26 -26 -23 -29 -30
right_child=-2 20 3 4 5 -7 7 11 -10 -11 -12 -13 13 15 -16 -17 -18 -19 19 -21 21 22 23 24 25 -27 -28 28 29 -31
leaf_value=0.18549526397290206 0.0093468021754883612 0.042827296435864609 -2.4543678095075823 -1.4113424532341234 -9.9676480163846701 76.403315480550134 -2.1520103952159051 5.8872503201166788 19.706157747904459 -3.0651754601057188 21.359034119202541 -4.6194761792351215 1.6984103036963423 2.4422658030192057 36.682851467132572 -20.580556842259 -10.963052798906963 -4.6369649023806323 -4.7727523215766094 2.8900142958669957 -0.064320000464081636 -0.42353149347950797 -1.8868258608055861 -2.1973386846425877 -29.077151704871138 -3.486120321212276 -7.7770540304351279 8.1776089362004996 -3.3116066703429592 8.8364881718412374
leaf_weight=11739 439605 103665 225 33 35 39 23 24 24 43 39 85 23 30 20 28 45 211 103 33 118851 1145 767 262 92 155 114 253 208 94
leaf_count=11739 439605 103665 225 33 35 39 23 24 24 43 39 85 23 30 20 28 45 211 103 33 118851 1145 767 262 92 155 114 253 208 94
internal_value=0 -0.0172783 0.271983 4.08148 13.7562 35.5522 0.156614 3.66929 8.09102 6.2067 12.6372 -2.11228 0.088015 -2.27137 17.9702 -5.50702 -6.92194 -3.75573 0.150005 -2.9134 -0.033703 -0.0987659 -1.42366 -4.37495 -7.5084 -11.363 -17.2897 1.00924 3.98333 0.469588
internal_weight=0 238408 12802 377 152 74 12425 238 129 105 62 109 12187 312 43 269 78 241 11875 136 225606 121941 3090 1390 623 361 206 1700 555 302
internal_count=678013 238408 12802 377 152 74 12425 238 129 105 62 109 12187 312 43 269 78 241 11875 136 225606 121941 3090 1390 623 361 206 1700 555 302
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2097984 2 768 2 2 2 313397
is_linear=0
shrinkage=0.1


Tree=656
num_leaves=31
num_cat=7
split_feature=8 14 13 12 13 11 13 12 12 11 11 12 12 12 13 12 12 11 12 11 12 11 12 13 12 12 13 12 12 12
split_gain=10987.8 295620 2.0641e+06 1.62985e+06 1.1254e+06 1.08559e+06 2.63527e+06 3.21884e+06 9.52094e+06 3.74993e+06 3.12084e+06 2.33811e+06 2.11137e+06 2.54058e+07 1.6551e+06 2.70992e+06 1.47813e+07 4.65949e+06 3.68118e+06 5.8784e+06 1.47714e+06 1.32962e+06 7.87683e+06 8.59426e+06 1.40289e+07 2.93575e+06 3.47773e+06 6.18622e+06 2.14191e+06 5.62244e+06
threshold=1.0000000180025095e-35 0 1 1.0000000180025095e-35 2 2.5000000000000004 3 1.5000000000000002 2.5000000000000004 3.5000000000000004 3.5000000000000004 4.5000000000000009 11.500000000000002 12.500000000000002 4 12.500000000000002 11.500000000000002 1.0000000180025095e-35 10.500000000000002 1.5000000000000002 3.5000000000000004 3.5000000000000004 2.5000000000000004 5 1.5000000000000002 2.5000000000000004 6 1.5000000000000002 13.500000000000002 14.500000000000002
decision_type=2 1 9 2 9 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2
left_child=-1 4 3 -3 -2 14 7 10 -9 12 -7 -11 20 -14 15 16 18 -17 -6 -20 -10 22 23 24 -8 26 -23 -28 -27 -30
right_child=1 2 -4 -5 5 6 21 8 9 11 -12 -13 13 -15 -16 17 -18 -19 19 -21 -22 25 -24 -25 -26 28 27 -29 29 -31
leaf_value=-0.0025138701866192232 -1.5852506552024064 29.911905963604269 -0.63404232262360793 4.3167570800880419 2.9582172959060458 0.30785469600132537 11.805582985125092 46.152170833464595 21.172861137390139 -28.472495258876258 -39.713401186907731 -0.68853660498725056 93.322336578369146 2.5083740633466971 -1.5297387303651975 -34.850389206916731 45.251528528260025 -1.3825473223766569 -56.761655671508223 -2.0476075013478598 2.6208411223030721 3.3947896565822577 0.2209194790648461 -4.3794144043108316 70.90989549698368 2.1079171514008719 -3.4474413901336436 -37.835396948727698 -22.50053031810009 1.2752017285869799
leaf_weight=652834 2408 26 10755 577 1456 70 114 62 50 35 27 225 37 184 3504 47 82 362 27 72 303 141 1801 113 62 1922 129 88 137 363
leaf_count=652834 2408 26 10755 577 1456 70 114 62 50 35 27 225 37 184 3504 47 82 362 27 72 303 141 1801 113 62 1922 129 88 137 363
internal_value=0 0.0648076 -0.31317 5.33194 0.375427 0.789802 1.73939 6.40727 8.34509 5.53449 -10.8321 -4.42868 10.0474 17.7125 -0.21192 2.04248 3.87159 -5.22849 1.6895 -16.9696 5.24861 0.772864 2.68012 18.0055 30.8723 -0.65823 -9.11067 -16.6266 0.591141 -5.23935
internal_weight=0 25179 11358 603 13821 11413 5863 993 896 834 97 260 574 221 5550 2046 1637 409 1555 99 353 4870 2090 289 176 2780 358 217 2422 500
internal_count=678013 25179 11358 603 13821 11413 5863 993 896 834 97 260 574 221 5550 2046 1637 409 1555 99 353 4870 2090 289 176 2780 358 217 2422 500
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2 8448 598406 262192 3184705 1179648 2057
is_linear=0
shrinkage=0.1


Tree=657
num_leaves=31
num_cat=9
split_feature=12 13 12 13 10 14 3 11 13 11 2 11 13 11 3 6 11 13 10 7 13 11 0 3 11 0 13 11 13 11
split_gain=10114.3 102797 189231 771872 913992 835543 2.11636e+06 5.51344e+06 1.13101e+07 1.3308e+07 2.00683e+06 5.2698e+06 1.3574e+06 1.2012e+06 1.17356e+06 1.58275e+06 888557 1.10281e+06 1.05962e+06 975421 1.56868e+06 1.25246e+06 882255 879420 763716 761779 686659 676888 733158 675118
threshold=3.5000000000000004 0 2.5000000000000004 1 1.0000000180025095e-35 2 1.0000000180025095e-35 2.5000000000000004 3 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 4 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 5 1.0000000180025095e-35 1.0000000180025095e-35 6 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 7 1.5000000000000002 8 1.5000000000000002
decision_type=2 9 2 9 2 1 2 2 9 2 2 2 9 2 2 2 2 9 2 2 9 2 2 2 2 2 9 2 9 2
left_child=1 -1 -3 4 -4 10 16 -8 9 -9 12 -12 13 24 15 -15 18 25 19 26 21 -21 -19 27 -5 -18 -7 -14 -29 -20
right_child=-2 2 3 5 -6 6 7 8 -10 -11 11 -13 23 14 -16 -17 17 22 29 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.098276533752151674 0.0089751215640475109 -0.0010765604117470851 0.31908237142323603 -7.7725472108373097 -3.4927134564395326 2.3515961654305717 -1.321546710593791 30.406899175700353 -1.7111489784770386 -0.46199404291745999 -7.1818183480908999 31.931756410144626 -3.4369395028254028 -40.441876128225616 0.30921906181003739 -5.814576305042614 5.2438001248571613 -4.2067278700437916 -0.62483720623078898 19.635416818919936 -3.2342044792175297 4.5957080901837823 0.030813185999144583 -2.3802643939852715 3.8553589944715627 -5.002401017651116 -1.9278898621380443 3.7106697778391644 -0.40251962836294947 12.557359356746495
leaf_weight=58702 439605 141795 18654 212 651 449 1896 338 667 238 76 63 628 33 23 22 288 1914 61 76 190 204 661 4096 77 97 2082 482 3626 107
leaf_count=58702 439605 141795 18654 212 651 449 1896 338 667 238 76 63 628 33 23 22 288 1914 61 76 190 204 661 4096 77 97 2082 482 3626 107
internal_value=0 -0.0166045 -0.0541335 -0.252592 0.190443 -0.71199 -0.0397191 2.07183 7.24789 17.3508 -1.37998 10.5459 -1.56019 -7.44379 -18.6589 -26.591 -1.12116 -2.367 0.0425165 -0.390133 3.79356 8.37868 -3.10689 -1.3058 -4.67445 2.59489 -1.16703 -0.379288 0.0881422 7.77097
internal_weight=0 238408 179706 37911 19305 18606 9268 3139 1243 576 9338 139 9199 367 78 55 6129 2960 3169 3001 470 280 2575 8832 289 385 2531 4736 4108 168
internal_count=678013 238408 179706 37911 19305 18606 9268 3139 1243 576 9338 139 9199 367 78 55 6129 2960 3169 3001 470 280 2575 8832 289 385 2531 4736 4108 168
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2405324 589843 2 1048576 32 2048 1179648 16384 16384
is_linear=0
shrinkage=0.1


Tree=658
num_leaves=31
num_cat=12
split_feature=13 11 12 12 13 8 14 9 14 11 10 14 11 3 13 3 7 11 14 13 11 2 14 11 13 1 14 3 13 12
split_gain=13902.6 73570.5 343956 2.0029e+06 3.04383e+06 8.15127e+06 1.24582e+07 5.24742e+06 1.14248e+07 1.21503e+07 3.75212e+06 2.68908e+06 7.41879e+06 2.16107e+06 1.40722e+06 1.8139e+06 1.48285e+06 3.164e+06 5.16428e+06 1.15019e+06 1.11198e+06 1.05544e+06 960058 950511 923188 794991 1.55637e+06 761790 1.0622e+06 4.84538e+06
threshold=0 2.5000000000000004 2.5000000000000004 1.5000000000000002 1 1.0000000180025095e-35 2 1.0000000180025095e-35 3 3.5000000000000004 1.0000000180025095e-35 4 3.5000000000000004 1.0000000180025095e-35 5 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 6 7 3.5000000000000004 1.0000000180025095e-35 8 3.5000000000000004 9 1.0000000180025095e-35 10 1.0000000180025095e-35 11 10.500000000000002
decision_type=9 2 2 2 9 2 1 2 1 2 2 1 2 2 9 2 2 2 1 9 2 2 1 2 9 2 1 2 9 2
left_child=-1 -2 3 19 5 7 20 14 -9 -10 13 -12 -13 -6 15 -5 21 18 -18 -3 -7 25 -17 -15 -25 -16 -27 -4 29 -29
right_child=1 2 27 4 10 6 -8 8 9 -11 11 12 -14 23 16 22 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.010308572094643406 0.073112153829116441 0.78440560724706054 -0.033442186818078312 -6.0125545978546144 -3.4328257863172791 44.35933661367379 -2.2171351845308052 -3.3003842284039759 95.084514825994319 6.3622013486664875 4.7924398278677343 1.5495885014533997 76.007190024334463 -0.53161911230025216 0.8460518462639981 19.630207799485895 -2.6352401178023399 -1.7204455134844541 29.811021055024248 -0.82492866669105269 68.884372500715585 -10.091458573452263 3.695979891690341 7.4753486004391236 0.81654306764921181 -4.7066415138964386 17.281010446315857 -2.6772968843407225 -0.64046828208670725 -37.858992920852295
leaf_weight=447138 122268 6520 69035 56 1996 51 82 82 33 29 93 32 23 1383 3985 121 85 198 116 13879 29 86 55 360 499 53 82 866 8737 41
leaf_count=447138 122268 6520 69035 56 1996 51 82 82 33 29 93 32 23 1383 3985 121 85 198 116 13879 29 86 55 360 499 53 82 866 8737 41
internal_value=0 0.0199083 -0.0399859 0.248559 1.4455 3.09263 25.1739 2.38068 21.1921 53.5854 -0.491856 15.1584 32.6864 -1.03956 1.82065 9.26376 1.42247 7.25172 16.09 -0.310567 53.2497 0.872858 14.6508 1.09111 3.70372 1.10173 8.64882 -0.149743 -0.982262 -4.22111
internal_weight=0 230875 108607 29928 9529 5143 162 4981 144 62 4386 148 55 4238 4837 232 4605 399 201 20399 80 4206 176 2242 859 4120 135 78679 9644 907
internal_count=678013 230875 108607 29928 9529 5143 162 4981 144 62 4386 148 55 4238 4837 232 4605 399 201 20399 80 4206 176 2242 859 4120 135 78679 9644 907
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1159389 2228512 2 2 2 2097152 2 788994 2 16384 2 2097696
is_linear=0
shrinkage=0.1


Tree=659
num_leaves=31
num_cat=11
split_feature=12 12 13 11 7 13 13 11 10 11 14 6 13 13 11 3 3 14 11 11 11 13 11 13 13 11 11 10 14 11
split_gain=11491.9 102826 948854 595571 526802 525948 446820 572804 1.1158e+06 910542 821936 378641 2.4854e+06 1.25055e+06 1.2535e+06 4.25566e+06 1.39982e+06 1.2181e+06 2.58015e+06 1.12312e+06 820554 965674 1.16734e+06 1.17883e+06 787901 2.91705e+06 2.65944e+06 762224 4.20523e+06 1.69302e+06
threshold=3.5000000000000004 4.5000000000000009 0 1.0000000180025095e-35 1.0000000180025095e-35 1 2 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 3 1.0000000180025095e-35 4 5 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 7 2.5000000000000004 8 9 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 10 3.5000000000000004
decision_type=2 2 9 2 2 9 9 2 2 2 1 2 9 9 2 2 2 1 2 2 2 9 2 9 9 2 2 2 1 2
left_child=-1 2 11 4 5 -4 7 8 -5 -10 -11 13 -13 14 15 -2 27 20 19 -19 21 -14 23 -23 25 -24 -26 -16 -29 -30
right_child=1 -3 3 6 -6 -7 -8 -9 9 10 -12 12 17 -15 16 -17 -18 18 -20 -21 -22 22 24 -25 26 -27 -28 28 29 -31
leaf_value=-0.017684612260128206 -1.4964449802958848 -0.0064440890300931034 3.8113677114810587 0.17208355409980358 7.2347054406413882 -0.50760060057801715 -1.709403874190889 -1.8326606936084673 -4.6342080414295195 23.239346724290115 4.1723902440071106 -1.4763446802815654 -0.15086776069972829 0.002348572083212493 2.5147943919721332 8.1035588934329006 -0.49630099738817757 2.5112423055312214 -1.8351955406806049 15.204659036489634 -2.7485988353860793 10.937743176437738 -5.1267872081083414 -1.4791154502642039 32.131786258800609 17.964201634617176 5.2302748177149532 -0.90962242427930284 11.857581994253831 31.780123383658278
leaf_weight=238408 3153 396113 361 2446 127 1170 4499 1472 32 52 40 4981 197 15101 5121 541 1544 136 1020 143 116 117 102 192 74 118 73 329 179 56
leaf_count=238408 3153 396113 361 2446 127 1170 4499 1472 32 52 40 4981 197 15101 5121 541 1544 136 1020 143 116 117 102 192 74 118 73 329 179 56
internal_value=0 0.00958153 0.155538 -0.687977 1.04575 0.532364 -1.02534 -0.259061 0.641231 9.89554 14.9494 0.414024 -0.22395 0.592381 1.40681 -0.0904888 2.17387 2.49806 0.495686 9.01719 5.15334 6.20331 7.93982 3.52852 11.8703 6.9428 17.5768 2.89907 6.38817 16.6051
internal_weight=0 439605 43492 10199 1658 1531 8541 4042 2570 124 92 33293 7269 26024 10923 3694 7229 2288 1299 279 989 873 676 309 367 220 147 5685 564 235
internal_count=678013 439605 43492 10199 1658 1531 8541 4042 2570 124 92 33293 7269 26024 10923 3694 7229 2288 1299 279 989 873 676 309 367 220 147 5685 564 235
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1969073 2105352 102402 2 1180176 393744 2 384 524288 524289 2
is_linear=0
shrinkage=0.1


Tree=660
num_leaves=31
num_cat=9
split_feature=11 13 5 14 5 12 12 13 12 12 6 13 12 12 14 12 12 12 14 14 12 12 12 13 12 12 12 12 12 13
split_gain=10583.6 108018 559488 966828 408481 2.6394e+06 1.0231e+07 370175 601946 271736 176915 462368 1.93325e+06 9.83605e+06 1.43832e+06 4.36483e+06 4.13925e+06 710194 3.11726e+06 408558 749807 2.58596e+06 638131 2.22976e+06 8.87909e+06 1.82202e+06 494309 2.07361e+06 1.24435e+06 1.0485e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 1.0000000180025095e-35 8.5000000000000018 6.5000000000000009 2 13.500000000000002 8.5000000000000018 1.0000000180025095e-35 3 6.5000000000000009 5.5000000000000009 4 3.5000000000000004 4.5000000000000009 8.5000000000000018 5 6 20.500000000000004 21.500000000000004 5.5000000000000009 7 4.5000000000000009 6.5000000000000009 8.5000000000000018 10.500000000000002 9.5000000000000018 8
decision_type=2 9 2 1 2 2 2 9 2 2 2 9 2 2 1 2 2 2 1 1 2 2 2 9 2 2 2 2 2 9
left_child=1 2 -1 -4 10 6 -6 -7 -9 -5 -3 12 13 14 15 -12 -16 18 -14 22 26 -22 23 24 -13 -24 -21 28 -28 -30
right_child=-2 4 3 9 5 7 -8 8 -10 -11 11 19 17 -15 16 -17 -18 -19 -20 20 21 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=-0.11710769590739928 -0.0053082438659038996 0.16874402766714219 0.69304646448655571 -20.783453013002873 -1.7477181801990587 0.74000691958615705 60.589487504959109 -13.506247803934833 1.1583162435618315 -9.1134723838770171 11.674134784274631 -0.45704337785828786 -41.236689957328466 44.475932136910863 -2.8982698847607868 -38.675922532515095 32.285934302920388 0.37763606701290858 -0.28922242626701439 -0.51253297948126253 28.935488052368164 -0.24885592384943889 -7.2449149686526626 -0.25567544069637732 48.616805521647137 -0.75805715692420761 0.89048625391944602 -0.45535276528400709 7.480897865151821 -0.38255520746943267
leaf_weight=22564 574056 54073 110 32 98 299 36 57 55 53 36 159 23 61 164 33 42 533 97 8014 40 126 459 1993 48 7643 1043 5056 787 223
leaf_count=22564 574056 54073 110 32 98 299 36 57 55 53 36 159 23 61 164 33 42 533 97 8014 40 126 459 1993 48 7643 1043 5056 787 223
internal_value=0 0.029368 -0.163128 -5.49666 0.0833326 2.81185 14.9996 -1.16177 -5.7881 -13.5069 0.0649054 -0.146339 1.96443 8.14788 0.0896596 -12.4063 4.27521 -1.18716 -8.13749 -0.228591 0.0993053 6.78352 -0.715437 0.794918 10.4191 -1.12556 0.025935 0.632952 3.31316 5.81499
internal_weight=0 103957 22759 195 81198 545 134 411 112 85 80653 26580 989 336 275 69 206 653 120 25591 15289 166 10302 2200 207 8102 15123 7109 2053 1010
internal_count=678013 103957 22759 195 81198 545 134 411 112 85 80653 26580 989 336 275 69 206 653 120 25591 15289 166 10302 2200 207 8102 15123 7109 2053 1010
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2802571 2 2128 4096 2 2 2 2144 16
is_linear=0
shrinkage=0.1


Tree=661
num_leaves=31
num_cat=5
split_feature=13 11 2 13 14 12 12 12 11 12 12 12 12 12 11 14 12 12 13 12 12 12 12 12 12 12 12 12 12 12
split_gain=11441.1 71719.4 375707 1.10426e+06 4.11831e+06 8.03947e+06 6.18644e+07 8.49832e+06 7.99458e+06 1.81163e+06 2.20563e+06 1.08086e+06 1.94617e+06 1.24534e+06 1.00953e+06 701598 3.21521e+06 2.12599e+07 1.79002e+06 3.31684e+06 9.7358e+06 6.06627e+06 3.01954e+06 2.53823e+06 9.65059e+06 2.19055e+06 1.38542e+06 786722 688307 668293
threshold=0 2.5000000000000004 1.0000000180025095e-35 1 2 7.5000000000000009 9.5000000000000018 3.5000000000000004 3.5000000000000004 13.500000000000002 15.500000000000002 6.5000000000000009 8.5000000000000018 5.5000000000000009 3.5000000000000004 3 7.5000000000000009 6.5000000000000009 4 6.5000000000000009 12.500000000000002 10.500000000000002 8.5000000000000018 7.5000000000000009 5.5000000000000009 1.5000000000000002 8.5000000000000018 4.5000000000000009 5.5000000000000009 3.5000000000000004
decision_type=9 2 2 9 1 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 8 -4 -8 -11 13 -13 -6 -5 18 17 29 19 25 21 22 -21 24 27 -16 -25 -20 -9 -17
right_child=1 2 3 14 11 6 9 28 -10 10 -12 12 -14 -15 15 16 -18 -19 23 20 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.010985983768504697 0.067615769803090031 -0.057373987697245048 -12.481741167948798 -1.9541971826628974 -1.1757017458091954 176.35992880662283 -8.7286943861932471 -23.604480108683525 46.571772680049996 32.689479130336217 0.46168289140418728 -23.081185400290568 0.10747662899869213 22.351870709199176 13.076030800559304 4.3927396795124691 -4.8823014512473542 73.141572116283655 -5.0125772934515505 41.645326872794861 -8.1928829829669692 69.835775151673488 -0.16718280498798077 26.130494780767535 -60.754502737862722 -13.324572913429956 -0.56408147286367782 15.819645240090111 -46.597950922648117 -5.2898572011825147
leaf_weight=394720 136269 143707 52 1261 167 24 66 23 41 35 54 61 89 26 44 206 222 47 103 31 103 34 39 21 35 110 262 22 30 109
leaf_count=394720 136269 143707 52 1261 167 24 66 23 41 35 54 61 89 26 44 206 222 47 103 31 103 34 39 21 35 110 262 22 30 109
internal_value=0 0.015352 -0.0330875 1.01911 4.61885 12.7543 26.9587 -4.66061 13.5526 3.82561 13.1355 -2.95505 -9.32258 1.99382 0.0935717 1.95465 4.59262 10.4032 0.0385036 5.18781 13.5992 35.1817 18.3498 -4.1804 -14.3417 -5.78154 1.41679 -1.34611 -36.6197 1.04225
internal_weight=0 283293 147024 3317 668 325 179 146 93 155 89 343 150 193 2649 1388 584 362 804 361 207 104 70 443 160 154 283 125 53 315
internal_count=678013 283293 147024 3317 668 325 179 146 93 155 89 343 150 193 2649 1388 584 362 804 361 207 104 70 443 160 154 283 125 53 315
cat_boundaries=0 1 2 3 4 5
cat_threshold=342237 541216 2 2 1048576
is_linear=0
shrinkage=0.1


Tree=662
num_leaves=31
num_cat=8
split_feature=4 13 12 13 12 13 12 12 12 11 12 14 12 11 12 12 13 14 13 11 11 12 12 12 11 12 13 12 12 11
split_gain=9509.29 698783 422533 4.0225e+06 1.36569e+07 1.58533e+06 4.95991e+06 4.16291e+06 3.5948e+06 1.34573e+06 1.41276e+06 2.43668e+06 1.2529e+06 1.32315e+06 1.02093e+06 1.38372e+06 1.46839e+06 2.28051e+06 6.83008e+06 1.62573e+07 2.12087e+06 3.43766e+06 2.9525e+06 1.13978e+06 4.27863e+07 719672 671092 812667 2.70296e+06 2.34257e+06
threshold=1.0000000180025095e-35 0 5.5000000000000009 1 4.5000000000000009 2 8.5000000000000018 6.5000000000000009 7.5000000000000009 2.5000000000000004 11.500000000000002 3 1.5000000000000002 3.5000000000000004 6.5000000000000009 8.5000000000000018 4 5 6 2.5000000000000004 3.5000000000000004 7.5000000000000009 7.5000000000000009 7.5000000000000009 3.5000000000000004 12.500000000000002 7 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002
decision_type=2 9 2 9 2 9 2 2 2 2 2 1 2 2 2 2 9 1 9 2 2 2 2 2 2 2 9 2 2 2
left_child=-1 2 3 4 12 6 7 -4 -9 25 11 -11 -2 -14 -7 16 17 -16 19 -19 22 -22 -20 24 -21 -8 27 -5 29 -29
right_child=1 -3 5 26 -6 14 9 8 -10 10 -12 -13 13 -15 15 -17 -18 18 20 23 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0016185651650579961 -9.2899408011918982 -0.92294738564339451 -1.9454852395587499 -6.8639746480913306 89.891842916737446 -3.7701373604925359 -24.395311884085338 -71.065163520530419 -15.899806669780189 0.71041364669799811 -2.0265379851656173 43.459799967209506 -1.7873848915100099 33.751405868530277 0.27538517142241858 -0.052111870588587933 -1.2248182539770633 0.099421258406205623 -9.5474943817638955 136.02127544696515 3.1892701247642781 -47.974757258097334 24.667167388561161 71.384900479703333 -51.219243588654891 0.64439165754751726 -0.40344463238888739 -7.7836943916652519 1.5772674342084037 28.814274816643703
leaf_weight=665835 42 5488 36 67 23 493 24 27 21 30 67 24 22 20 265 2753 314 110 61 26 29 24 43 37 23 22 1537 23 454 73
leaf_count=665835 42 5488 36 67 23 493 24 27 21 30 67 24 22 20 265 2753 314 110 61 26 29 24 43 37 23 22 1537 23 454 73
internal_value=0 -0.087552 0.598232 1.71142 19.7696 0.0313014 -7.5304 -27.6511 -46.9303 2.13927 7.67413 19.7101 2.92295 15.1358 0.502404 1.07537 4.4058 7.17046 12.5498 24.3237 -3.47673 -19.9793 4.59895 58.1366 48.1329 -12.4198 0.719261 3.47785 4.8009 20.046
internal_weight=0 12178 6690 2261 107 4429 251 84 48 167 121 54 84 42 4178 3685 932 618 353 196 157 53 104 86 49 46 2154 617 550 96
internal_count=678013 12178 6690 2261 107 4429 251 84 48 167 121 54 84 42 4178 3685 932 618 353 196 157 53 104 86 49 46 2154 617 550 96
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1571456 128 128 2 1183744 2 1052672 1057280
is_linear=0
shrinkage=0.1


Tree=663
num_leaves=31
num_cat=12
split_feature=12 13 1 14 13 12 12 6 14 12 11 12 12 13 6 11 13 14 13 11 11 13 11 0 14 11 14 11 14 11
split_gain=9730.83 96950.4 695485 356539 149734 355634 499809 159663 241475 243784 595651 768326 107290 653939 633325 797935 562197 1.00455e+06 440122 529042 397737 395892 1.0399e+06 1.78435e+06 1.94415e+06 3.4998e+06 356476 447980 332165 314296
threshold=15.500000000000002 0 1.0000000180025095e-35 1 2 17.500000000000004 16.500000000000004 1.0000000180025095e-35 3 16.500000000000004 3.5000000000000004 17.500000000000004 16.500000000000004 4 1.0000000180025095e-35 1.5000000000000002 5 6 7 1.0000000180025095e-35 2.5000000000000004 8 3.5000000000000004 1.0000000180025095e-35 9 2.5000000000000004 10 3.5000000000000004 11 1.0000000180025095e-35
decision_type=2 9 2 1 9 2 2 2 1 2 2 2 2 9 2 2 9 1 9 2 2 9 2 2 1 2 1 2 1 2
left_child=-1 2 4 -4 7 6 -6 -2 9 -9 11 -11 13 14 21 18 17 20 28 -20 -17 22 23 -3 25 -25 -18 -28 -16 -23
right_child=1 12 3 -5 5 -7 -8 8 -10 10 -12 -13 -14 -15 15 16 26 -19 19 -21 -22 29 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0034311469800748142 -0.049419837852781139 -1.422443023384834 2.7812765912311832 15.60583297999009 1.4934849085478947 3.1718641854822636 -16.258987000499456 -0.082823024749755864 -2.598882467139001 27.534625889704781 -1.8489157185410008 3.4498730694806135 -0.07206122875525367 -0.45754946336120428 -1.9709237035312093 8.9914145198869129 -2.3366606722937688 0.77444487517734739 0.85150332869144918 12.101619893854314 4.4027146576488088 1.1665782989215148 -0.49925170583151729 1.4067112571314762 -8.6521439262058433 42.028456306457521 0.5220507450592824 14.57292869091034 1.4927226322741549 -0.65073524603889932
leaf_weight=626294 645 98 41 46 29 48 35 50 51 26 33 27 35730 7004 647 405 225 424 114 66 354 1355 366 38 23 48 78 32 484 3197
leaf_count=626294 645 98 41 46 29 48 35 50 51 26 33 27 35730 7004 647 405 225 424 114 66 354 1355 366 38 23 48 78 32 484 3197
internal_value=0 0.0417004 0.996993 9.56208 0.218187 -3.06151 -8.2149 0.68821 3.26924 5.46979 8.69805 15.265 0.0220686 0.24693 0.866754 2.06887 3.62961 4.63407 0.261685 4.71462 6.85123 0.20488 2.65814 8.36919 17.1727 24.0793 -0.0541883 4.60958 -0.484408 -0.109532
internal_weight=0 51719 1031 87 944 112 64 832 187 136 86 53 50688 14958 7954 2829 1518 1183 1311 180 759 5125 573 207 109 86 335 110 1131 4552
internal_count=678013 51719 1031 87 944 112 64 832 187 136 86 53 50688 14958 7954 2829 1518 1183 1311 180 759 5125 573 207 109 86 335 110 1131 4552
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=524 2 12 2 270833 432 2 262161 262145 2 2 2
is_linear=0
shrinkage=0.1


Tree=664
num_leaves=31
num_cat=6
split_feature=13 5 12 12 11 13 11 12 11 12 12 14 11 13 11 11 12 14 11 12 11 12 11 12 12 12 12 11 14 6
split_gain=10411.9 69103.3 312696 2.10577e+06 985619 520654 1.0742e+06 248986 424535 1.28869e+06 197569 183771 131026 115946 399055 114375 112146 291939 420161 261363 225884 108462 103163 89724.3 88266.7 184455 74399.9 64247.5 63912.8 588607
threshold=0 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 1.5000000000000002 1 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1.5000000000000002 2 2.5000000000000004 3 1.5000000000000002 1.5000000000000002 11.500000000000002 4 1.5000000000000002 10.500000000000002 1.5000000000000002 4.5000000000000009 4.5000000000000009 5.5000000000000009 2.5000000000000004 5.5000000000000009 5.5000000000000009 1.0000000180025095e-35 5 1.0000000180025095e-35
decision_type=9 2 2 2 2 9 2 2 2 2 2 1 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2
left_child=1 -1 3 5 -5 7 -7 -3 9 -9 -10 15 -6 14 -4 -11 17 20 19 -19 -15 22 -12 -17 -8 -26 27 -13 29 -2
right_child=28 2 13 4 12 6 24 8 10 11 21 26 -14 16 -16 23 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0073385297541117894 0.064477649846333071 -6.7257071495056158 -13.395249049480146 -35.640372865850274 -4.2304104995727547 -22.951050601686752 -5.3470833737599222 27.161738634109497 -10.152761332194011 1.4432444421868578 7.1150923660823286 4.6172543556459491 -14.230076400857223 4.1276477679129568 -0.50992723525320205 5.3130933707101011 0.018567184306550445 -2.312863686744203 15.644961096258726 9.8917757034301772 -2.0913659483004525 -3.8883264907570769 -1.2588013433641003 13.353371528957201 5.0140842814337132 -4.0914846181207229 -5.1565922622680667 -1.3845792602925073 0.064330470733311731 -0.44823023077493362
leaf_weight=392495 120541 31 26 22 20 28 38 24 24 38 28 31 38 93 318 35 912 47 34 28 157 43 31 23 44 45 25 42 135252 27500
leaf_count=392495 120541 31 26 22 20 28 38 24 24 38 28 31 38 93 318 35 912 47 34 28 157 43 31 23 44 45 25 42 135252 27500
internal_value=0 -0.0104886 -0.56621 -2.49514 -17.618 -0.21245 -4.90494 1.80965 2.63144 5.3022 -1.9894 2.59792 -10.7819 0.162366 -1.4419 5.70759 0.603165 2.10507 6.4238 2.24354 0.222107 -0.0686107 2.71525 8.50148 -1.31249 0.410145 -0.448288 1.16414 0.014637 -0.0307626
internal_weight=0 394720 2225 610 80 530 155 375 344 218 126 194 58 1615 344 96 1271 359 109 75 250 102 59 58 127 89 98 73 283293 148041
internal_count=678013 394720 2225 610 80 530 155 375 344 218 126 194 58 1615 344 96 1271 359 109 75 250 102 59 58 127 89 98 73 283293 148041
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=342237 17 2 4097 2 2
is_linear=0
shrinkage=0.1


Tree=665
num_leaves=31
num_cat=6
split_feature=12 14 13 12 13 8 2 11 12 3 1 12 10 13 12 11 11 13 4 12 12 9 11 11 6 13 11 11 12 11
split_gain=10367.1 100261 588355 1.34422e+06 1.78129e+06 2.11473e+07 1.80755e+07 1.06676e+07 1.80647e+07 4.67208e+07 1.44976e+06 1.00901e+06 842524 1.63905e+06 4.29274e+06 6.3023e+06 1.61658e+06 863461 1.34853e+06 1.46227e+06 1.37248e+06 2.9912e+06 1.23432e+07 1.20448e+06 1.40272e+06 3.99295e+06 3.69244e+06 6.32579e+06 1.02437e+07 2.93364e+06
threshold=3.5000000000000004 0 1 1.5000000000000002 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 5 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004
decision_type=2 1 9 2 9 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2
left_child=1 2 3 10 5 6 7 8 9 -5 -1 12 17 14 -14 -16 -17 23 20 -20 21 -19 -23 -4 -25 26 -26 28 -28 -27
right_child=-2 -3 11 4 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 15 16 -18 18 19 -21 -22 22 -24 24 25 29 27 -29 -30 -31
leaf_value=-0.10761165513648976 0.0091149804600498281 -0.076815075707249117 2.2402745770013262 186.21955813453312 0.78061674278610993 94.40212425818811 94.071728551955459 -5.2286947956558105 -13.552381304135691 -2.4516321182250977 -8.9997608896203953 -0.51874515653617859 -5.6963255898848821 -0.13029307531334505 -4.1499445370501951 49.889903945922853 24.816592576768667 0.26826735278681685 -9.3685392163016576 20.982883500216303 -1.5323894286051891 48.021900368603795 -28.623785692102771 -0.036540698197725659 -0.47256775909524545 1.1411823916435242 -3.3740978920813838 -0.46229139444779377 35.662689243145842 -12.883749686734062
leaf_weight=20574 439605 128386 3487 21 17615 26 21 605 52 35 185 33358 115 503 72 40 72 5784 22 57 6890 55 34 18500 303 920 101 196 201 178
leaf_count=20574 439605 128386 3487 21 17615 26 21 605 52 35 185 33358 115 503 72 40 72 5784 22 57 6890 55 34 18500 303 920 101 196 201 178
internal_value=0 -0.0167824 0.0532704 0.364452 0.987486 5.69699 2.63246 -0.0607021 28.8896 68.3001 -0.186857 -0.118553 0.23712 3.44349 9.15378 18.9326 33.7713 0.167105 -0.493977 12.5306 -0.574983 0.548213 18.7415 0.522516 0.229139 2.81738 8.13023 13.5277 22.6073 -1.12222
internal_weight=0 238408 110022 39134 18375 760 734 713 108 56 20759 70888 37530 802 299 184 112 36728 12842 79 12763 5873 89 23886 20399 1899 801 498 302 1098
internal_count=678013 238408 110022 39134 18375 760 734 713 108 56 20759 70888 37530 802 299 184 112 36728 12842 79 12763 5873 89 23886 20399 1899 801 498 302 1098
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 3055852 32 1052672 18705 2049
is_linear=0
shrinkage=0.1


Tree=666
num_leaves=31
num_cat=5
split_feature=9 13 14 12 13 13 12 11 12 12 11 11 12 12 12 11 12 11 11 12 12 11 12 12 12 11 12 12 13 12
split_gain=10046.8 288505 653093 596508 1.34765e+06 843226 2.37847e+06 1.4994e+06 947276 863875 2.9121e+06 1.64732e+06 3.98944e+06 1.18595e+06 2.26749e+06 473602 584812 565039 537084 604709 2.29263e+06 468560 455490 396550 1.1975e+06 1.47066e+06 373205 353725 2.55403e+06 5.77835e+06
threshold=1.0000000180025095e-35 0 1 6.5000000000000009 2 3 12.500000000000002 2.5000000000000004 13.500000000000002 7.5000000000000009 3.5000000000000004 3.5000000000000004 9.5000000000000018 11.500000000000002 10.500000000000002 2.5000000000000004 5.5000000000000009 1.5000000000000002 3.5000000000000004 1.5000000000000002 2.5000000000000004 3.5000000000000004 9.5000000000000018 19.500000000000004 16.500000000000004 3.5000000000000004 7.5000000000000009 2.5000000000000004 4 1.0000000180025095e-35
decision_type=2 9 1 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2
left_child=-1 -2 27 4 15 6 7 -5 26 10 -9 22 -13 14 -14 16 -4 -18 19 -17 -21 -10 -11 24 -8 -26 -7 28 29 -3
right_child=1 2 3 5 -6 8 23 9 21 11 -12 12 13 -15 -16 18 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0028381962527154105 0.29822236816807812 45.337075814968209 -3.6197266496472942 -0.33601429273756289 -0.43729533213327126 -4.3157083273876324 -3.5379135541121167 24.85454969734981 1.4286708963762902 4.0436588626437722 -2.1315930804690804 -2.3503540584019254 25.789093247505082 30.276088751516035 0.21224960558342212 0.12355878655339632 -4.8877058773505979 9.9347128052642386 -3.1502728798370763 -30.562259950029091 -6.8610009820999638 11.440104926705361 -2.5647814996780891 6.6071772328738509 -7.209205150604248 -40.866398410797125 -1.3659007477823837 0.066662824386188119 -0.70665313248815842 4.3415012610350416
leaf_weight=643260 14005 41 517 695 2619 506 405 87 719 180 74 161 73 62 66 71 41 69 383 47 310 50 248 29 37 20 2815 9353 857 213
leaf_count=643260 14005 41 517 695 2619 506 405 87 719 180 74 161 73 62 66 71 41 69 383 47 310 50 248 29 37 20 2815 9353 857 213
internal_value=0 -0.0523625 -0.289013 -0.855088 -1.79864 -0.24035 1.36604 3.19453 -1.08038 5.77468 12.451 4.41407 9.37934 18.7748 13.6447 -4.24545 -2.211 4.40999 -5.87068 -8.30506 -9.98133 2.07961 0.214469 -4.73588 -5.44789 -19.0187 -1.81534 0.267048 1.954 10.5438
internal_weight=0 34753 20748 10284 4057 6227 2137 1646 4090 951 161 790 362 201 139 1438 627 110 811 428 357 769 428 491 462 57 3321 10464 1111 254
internal_count=678013 34753 20748 10284 4057 6227 2137 1646 4090 951 161 790 362 201 139 1438 627 110 811 428 357 769 428 491 462 57 3321 10464 1111 254
cat_boundaries=0 1 2 3 4 5
cat_threshold=547205 2 1245698 1180224 1048576
is_linear=0
shrinkage=0.1


Tree=667
num_leaves=31
num_cat=10
split_feature=4 13 13 14 11 12 13 12 11 12 13 12 13 11 14 12 12 12 14 11 12 11 12 12 14 11 11 12 14 12
split_gain=9704.13 584730 334853 389727 548662 477375 437944 507448 373938 681707 3.97956e+06 1.2536e+07 1.47294e+06 2.5596e+06 4.3013e+06 1.50925e+07 1.56487e+07 2.64381e+06 4.08152e+06 7.38123e+06 9.82491e+06 1.50398e+06 1.6347e+06 4.65471e+06 4.081e+06 2.77006e+07 9.54542e+06 1.38548e+06 1.57861e+06 1.1555e+06
threshold=1.0000000180025095e-35 0 1 2 2.5000000000000004 13.500000000000002 3 9.5000000000000018 1.5000000000000002 5.5000000000000009 4 4.5000000000000009 5 3.5000000000000004 6 8.5000000000000018 6.5000000000000009 8.5000000000000018 7 2.5000000000000004 6.5000000000000009 3.5000000000000004 6.5000000000000009 7.5000000000000009 8 2.5000000000000004 2.5000000000000004 1.5000000000000002 9 8.5000000000000018
decision_type=2 9 9 1 2 2 9 2 2 2 9 2 9 2 1 2 2 2 1 2 2 2 2 2 1 2 2 2 1 2
left_child=-1 -2 8 5 -5 -4 7 -6 -3 10 11 27 13 17 29 16 -16 18 -11 -20 -21 22 -14 24 26 -26 -24 -10 -29 -15
right_child=1 2 3 4 6 -7 -8 -9 9 12 -12 -13 21 14 15 -17 -18 -19 19 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0016246289645517776 -3.3530652921313333 -0.99269960643911126 -1.9740267808146439 1.2344791527018428 8.8144895355422772 1.2395159086369607 -2.5690029710342852 -5.5681497739420998 -9.4704194417813934 -2.2045769374847413 1.2124767640374128 84.207000671386723 -6.4023215334756038 -14.801874737739565 -4.3044302673339843 -6.227457468238744 99.283865182059159 -2.0561742777887146 -1.8191897856337684 -6.5819100344622585 -86.868714773995535 -2.0911974373846567 31.681422263697574 2.4454258912625542 -2.5730529453443447 109.99265451431275 -48.874220689137779 -0.78749731504000153 36.075491550990513 -0.12785716795482518
leaf_weight=665835 515 1192 2262 2033 77 581 781 36 41 125 1499 25 140 80 25 110 35 494 56 27 35 655 38 981 69 32 24 26 21 163
leaf_count=665835 515 1192 2262 2033 77 581 781 36 41 125 1499 25 140 80 25 110 35 494 56 27 35 655 38 981 69 32 24 26 21 163
internal_value=0 -0.0884549 0.0585244 -0.482563 0.326572 -1.3173 -1.73805 3.88831 0.588238 0.990357 2.65734 19.9512 0.12044 -2.70172 3.57703 15.7783 56.1221 -6.25687 -14.7966 -28.1355 -51.9051 1.79889 3.79733 5.04554 20.6941 33.0913 0.498593 3.9639 15.6832 -4.95881
internal_weight=0 12178 11663 5770 2927 2843 894 113 5893 4701 1612 113 3089 1150 413 170 60 737 243 118 62 1939 1284 1144 163 101 62 88 47 243
internal_count=678013 12178 11663 5770 2927 2843 894 113 5893 4701 1612 113 3089 1150 413 170 60 737 243 118 62 1939 1284 1144 163 101 62 88 47 243
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2097226 1522304 2 524320 640 1057408 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=668
num_leaves=31
num_cat=17
split_feature=12 13 12 0 11 13 11 13 11 12 14 14 13 13 13 13 14 12 12 12 14 13 12 14 14 13 11 13 13 12
split_gain=8872.6 126018 288887 1.20064e+06 719435 2.57571e+06 3.3246e+06 1.64405e+06 1.3084e+06 1.29428e+06 6.31253e+06 3.70969e+06 8.22974e+06 4.57328e+06 3.67501e+06 1.28698e+06 906355 3.59575e+06 667507 635879 1.26365e+06 490642 545350 1.65432e+06 1.01288e+06 435372 449644 645414 571912 1.21193e+06
threshold=8.5000000000000018 0 10.500000000000002 1.0000000180025095e-35 1.5000000000000002 1 2.5000000000000004 2 3.5000000000000004 9.5000000000000018 3 4 5 6 7 8 9 9.5000000000000018 9.5000000000000018 9.5000000000000018 10 11 9.5000000000000018 12 13 14 3.5000000000000004 15 16 9.5000000000000018
decision_type=2 9 2 2 2 9 2 9 2 2 1 1 9 9 9 9 1 2 2 2 1 9 2 1 1 9 2 9 9 2
left_child=-1 -2 3 -3 7 6 9 -5 15 10 -6 13 -13 -11 -12 -8 18 -18 -10 20 -17 22 23 -9 -24 26 28 -28 -7 -30
right_child=1 2 -4 4 5 25 8 21 16 11 14 12 -14 -15 -16 19 17 -19 -20 -21 -22 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0089134176957377399 -0.09924891252867582 -0.060172523031577455 -0.016192593252195724 6.6259135793555872 -4.4522028337019526 1.7654309805908768 -3.2409141634043928 -2.7217358501894133 5.1880145706668976 19.077199893131436 14.391656148705176 26.586220348390761 -3.0640265192592371 -3.9013575104642508 -6.0288102314389995 0.32853451403942735 -3.1152920505068948 18.271210535561167 -3.937566702049899 0.19944826205571495 17.859939503987629 -2.7044525855535912 1.6327435581840604 3.4941751068729467 -3.0328158746916674 -1.3333618114916856 3.502809325029506 -2.05961560158834 1.6269378011975886 -3.6611100157101952
leaf_weight=421914 70390 33761 137295 342 511 1074 969 672 155 418 473 107 463 111 106 91 151 164 166 240 75 797 777 1180 1160 1523 925 264 821 918
leaf_count=421914 70390 33761 137295 342 511 1074 969 672 155 418 473 107 463 111 106 91 151 164 166 240 75 797 777 1180 1160 1523 925 264 821 918
internal_value=0 0.0146821 0.057868 0.267905 1.02381 1.5226 3.38528 0.0394732 0.457971 6.09001 3.6484 8.51163 2.91457 14.5425 10.7976 -1.2768 4.20845 8.01927 0.468867 3.40687 8.24935 -0.465143 0.0117651 1.23873 -1.16129 0.100324 0.64789 2.27989 -0.0396217 -1.15791
internal_weight=0 256099 185709 48414 14653 9725 4200 4928 2011 2189 1090 1099 570 529 579 1375 636 315 321 406 166 4586 3789 1852 1937 5525 4002 1189 2813 1739
internal_count=678013 256099 185709 48414 14653 9725 4200 4928 2011 2189 1090 1099 570 529 579 1375 636 315 321 406 166 4586 3789 1852 1937 5525 4002 1189 2813 1739
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=1151237 2099218 16584 2 2 2048 16 16 16 2 2 393264 2 2 680448 139776 540672
is_linear=0
shrinkage=0.1


Tree=669
num_leaves=31
num_cat=8
split_feature=0 13 11 13 12 12 14 12 12 14 13 11 14 11 12 12 11 12 12 12 12 12 12 11 12 12 12 14 14 12
split_gain=10102.2 234571 329430 710213 587964 1.86136e+06 3.10128e+06 1.03207e+06 934062 649758 537194 1.42468e+06 666217 876683 912213 4.67393e+06 1.21374e+06 1.67031e+06 1.82558e+06 640556 784559 599350 4.08041e+06 1.14392e+06 679260 573977 529061 1.67965e+06 512414 425238
threshold=1.0000000180025095e-35 0 3.5000000000000004 1 4.5000000000000009 3.5000000000000004 2 2.5000000000000004 5.5000000000000009 3 4 2.5000000000000004 5 1.5000000000000002 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 10.500000000000002 11.500000000000002 9.5000000000000018 7.5000000000000009 1.5000000000000002 8.5000000000000018 6.5000000000000009 4.5000000000000009 6 7 15.500000000000002
decision_type=2 9 2 9 2 2 1 2 2 1 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2
left_child=-1 2 10 4 5 7 -7 -4 -6 -9 11 12 21 14 -14 16 -16 -18 -19 25 -21 22 -2 -24 -25 26 -13 -28 -22 -17
right_child=1 -3 3 -5 8 6 -8 9 -10 -11 -12 19 13 -15 15 29 17 18 -20 20 28 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0069319510963915219 -0.0055888611114829597 0.060191548531975593 2.4199409952602071 -0.30721402076653637 -4.6720490754540291 17.175895366668701 -2.5280021022136947 -7.8232722538773736 0.83950742059904671 1.3302651484209793 -0.084648983257647095 -2.8161570789611421 -3.554411384405777 -2.0756145259286161 5.5080564533580443 -1.9387450093604728 43.420647307365172 2.7597157851509428 31.970371818542482 3.708696744627499 -2.604408284175098 -0.24191652946291661 -0.19127127548743939 20.323602892747569 10.216668874567205 -4.2950130741084775 5.0011698574855412 -4.9620031288470043 1.1134080953543939 8.1010425982267957
leaf_weight=515277 1304 111110 1153 11139 335 200 133 186 3744 133 22441 1530 259 2091 55 509 31 46 40 347 1239 1585 58 134 132 1543 377 307 529 46
leaf_count=515277 1304 111110 1153 11139 335 200 133 186 3744 133 22441 1530 259 2091 55 509 31 46 40 347 1239 1585 58 134 132 1543 377 307 529 46
internal_value=0 -0.0216482 -0.197758 0.162356 1.05004 2.55454 9.30617 1.02717 0.386854 -4.00691 -0.374974 -0.909855 0.135137 -0.91652 1.54156 3.35705 17.7601 23.5197 16.3461 -2.03079 -0.638748 1.14228 2.48991 12.5335 15.3081 -2.81443 -1.78257 0.529395 -1.49201 -1.10662
internal_weight=0 162736 51626 17023 5884 1805 333 1472 4079 319 34603 12162 6290 3077 986 727 172 117 86 5872 2115 3213 1628 324 266 3757 2214 684 1768 555
internal_count=678013 162736 51626 17023 5884 1805 333 1472 4079 319 34603 12162 6290 3077 986 727 172 117 86 5872 2115 3213 1628 324 266 3757 2214 684 1768 555
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1331533 1048576 2 2 1048840 2 2 2
is_linear=0
shrinkage=0.1


Tree=670
num_leaves=31
num_cat=7
split_feature=13 12 9 13 12 14 11 11 11 14 11 11 12 11 11 12 14 12 11 11 12 14 1 11 13 2 8 11 9 11
split_gain=11922 159678 405463 442514 688336 1.15101e+06 952550 808307 2.02899e+06 391651 2.01275e+06 1.00773e+06 1.82133e+06 360632 388529 1.27335e+06 1.49149e+06 341191 1.63246e+06 368616 198497 1.17846e+06 1.26056e+06 2.55304e+06 1.51581e+06 1.85784e+07 1.81964e+06 1.66212e+06 1.06175e+06 1.35196e+06
threshold=0 2.5000000000000004 1.0000000180025095e-35 1 1.0000000180025095e-35 2 1.5000000000000002 1.5000000000000002 2.5000000000000004 3 3.5000000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 2.5000000000000004 1.5000000000000002 4 1.5000000000000002 3.5000000000000004 3.5000000000000004 4.5000000000000009 5 1.0000000180025095e-35 1.0000000180025095e-35 6 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004
decision_type=9 2 2 9 2 1 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 1 2 2 9 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 -4 -9 17 11 -11 -13 14 -5 -16 -17 18 -8 -19 21 22 24 -24 25 26 -3 -28 -26 -30
right_child=-2 20 3 13 6 -7 9 8 -10 10 -12 12 -14 -15 15 16 -18 19 -20 -21 -22 -23 23 -25 28 -27 27 -29 29 -31
leaf_value=-0.1005875601679434 0.014071150437013364 2.9239447956047364 0.031252494312468029 -2.5677266787869715 -2.522605920028905 0.16219041158589362 4.2713177417886667 -31.508972781637443 -1.6430675594011941 -0.05413958231608073 -19.224292537144251 -2.326002017463126 26.513932345775846 1.3217908223470054 -0.80224851593375213 -5.4562193175493663 -29.944050704601199 5.0800477366293633 30.441606012980145 -8.2306097106933596 -0.015057324109404991 -0.23418471372033262 -33.649081624348959 -2.534368884399397 0.35232167079291632 87.284221501075308 -3.5135151391333723 -32.080976999722992 6.4693126807220311 -1.2958491827022134
leaf_weight=72167 320457 2331 42 564 437 239 116 46 45 174 42 41 47 153 128 59 43 124 30 25 237104 25859 30 218 16363 26 94 26 637 346
leaf_count=72167 320457 2331 42 564 437 239 116 46 45 174 42 41 47 153 128 59 43 124 30 25 237104 25859 30 218 16363 26 94 26 637 346
internal_value=0 -0.012489 -0.142724 -1.43396 -0.295362 -3.9873 1.02746 -11.4439 -16.7401 3.61741 1.09851 4.35637 13.0771 -3.09108 -3.98035 -7.44434 -15.7795 6.21316 9.64877 2.84672 0.0218011 0.212075 0.787026 -6.29825 0.875668 3.18485 2.30573 -9.70313 0.543767 3.7361
internal_weight=0 357556 74522 2355 1408 372 1036 133 91 599 304 262 88 947 794 230 102 295 146 149 283034 45930 20071 248 19823 2477 2451 120 17346 983
internal_count=678013 357556 74522 2355 1408 372 1036 133 91 599 304 262 88 947 794 230 102 295 146 149 283034 45930 20071 248 19823 2477 2451 120 17346 983
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=604404 10260 2 2 2 2 65696
is_linear=0
shrinkage=0.1


Tree=671
num_leaves=31
num_cat=6
split_feature=13 12 12 14 11 13 6 11 10 11 13 3 0 11 0 11 10 11 4 11 13 0 11 13 8 11 3 11 11 7
split_gain=10498.1 94296.2 548476 733765 1.092e+06 1.9218e+06 3.2511e+06 1.91683e+07 1.73214e+06 4.60376e+06 1.09406e+06 1.29195e+06 1.17139e+06 1.26545e+06 989666 936383 769788 672852 1.34163e+06 926198 1.69151e+06 2.06268e+06 1.75261e+06 1.1449e+06 635343 572484 498632 2.01265e+06 678021 773327
threshold=0 6.5000000000000009 5.5000000000000009 1 2.5000000000000004 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4 1.0000000180025095e-35 2.5000000000000004 5 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35
decision_type=9 2 2 1 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 10 -10 12 14 -4 -14 -12 -16 17 18 -5 23 21 -21 -23 -19 -25 -13 28 -28 -22 -30
right_child=-2 -3 3 16 -6 -7 7 -9 9 -11 11 25 13 -15 15 -17 -18 19 -20 20 26 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00090294433138036947 0.010482935194625852 0.035721838897414787 -2.2332369872464075 1.1128393685936828 -3.1933371249361109 -1.5373030061966684 -69.299023590087899 8.0486788184376241 53.223297627766932 -6.970796171824138 -2.6391937157203413 15.714315388120454 -0.44941690379175647 15.930853278891554 1.6766118695659022 24.589656739007861 -4.4024750350676864 3.5667368052497745 14.197887932812726 -2.9152420816598119 1.1615416008602515 -5.7447972451486899 -39.107214069366456 -4.3240696514414587 9.3512061200823098 36.149441205538238 0.30575614030333775 22.895729453890933 -0.50102032525983287 -8.6707387591368406
leaf_weight=104807 398384 159174 225 2402 2299 3495 40 161 27 24 58 29 87 103 31 42 388 242 81 324 3413 31 32 1158 35 26 174 51 521 149
leaf_count=104807 398384 159174 225 2402 2299 3495 40 161 27 24 58 29 87 103 31 42 388 242 81 324 3413 31 32 1158 35 26 174 51 521 149
internal_value=0 -0.014794 -0.0815489 -0.633794 -1.43065 -0.498637 3.73137 -7.3439 7.20291 24.8967 5.70144 11.8738 2.58659 8.43041 7.11196 14.8595 -0.0453348 0.150946 1.5397 -0.411577 0.267986 -5.97999 -22.6908 -2.63496 -3.89026 25.3746 0.841189 5.42615 0.590588 -2.31787
internal_weight=0 279629 120455 15648 6647 4348 853 201 652 51 601 186 415 190 131 73 9001 8613 2483 6130 4695 387 63 1435 1193 55 4308 225 4083 670
internal_count=678013 279629 120455 15648 6647 4348 853 201 652 51 601 186 415 190 131 73 9001 8613 2483 6130 4695 387 63 1435 1193 55 4308 225 4083 670
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=76020 2 2148 2112 8196 8228
is_linear=0
shrinkage=0.1


Tree=672
num_leaves=31
num_cat=10
split_feature=4 13 13 12 12 13 12 11 11 12 14 11 11 14 14 11 11 11 11 13 12 13 12 14 12 11 14 12 12 11
split_gain=9292.4 473352 284617 258849 686742 1.34382e+06 1.02197e+06 3.34742e+06 1.36836e+06 553342 430654 395666 1.06503e+06 1.04057e+06 371471 353231 314815 377792 290976 950901 5.48228e+06 727848 2.17191e+06 3.02869e+06 5.26125e+06 4.94183e+06 1.19873e+06 1.83822e+06 3.88759e+06 4.04178e+06
threshold=1.0000000180025095e-35 0 1 1.0000000180025095e-35 2.5000000000000004 2 1.5000000000000002 3.5000000000000004 3.5000000000000004 1.5000000000000002 3 3.5000000000000004 2.5000000000000004 4 5 1.5000000000000002 1.5000000000000002 2.5000000000000004 2.5000000000000004 6 5.5000000000000009 7 8.5000000000000018 8 6.5000000000000009 3.5000000000000004 9 6.5000000000000009 8.5000000000000018 3.5000000000000004
decision_type=2 9 9 2 2 9 2 2 2 2 1 2 2 1 1 2 2 2 2 9 2 9 2 1 2 2 1 2 2 2
left_child=-1 -2 -3 -4 5 6 7 16 -8 -7 -9 12 14 -14 -11 -16 -5 -18 19 20 -6 22 23 -20 -25 -26 -23 -28 29 -29
right_child=1 2 3 4 18 9 8 10 -10 11 -12 -13 13 -15 15 -17 17 -19 21 -21 -22 26 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0016384877968338585 -3.0237878483533862 -0.52994386287289441 -2.6056350853053338 17.872714774839341 47.216047649383547 -3.9974853727552628 -5.6191747088764998 3.670857360839844 14.691242020218462 -7.4714208949695937 -12.001798022234881 -4.5331234588623053 27.368159392220633 0.65611807250976562 -5.4584722345525574 10.463687836496455 37.399260593863097 22.135449477164979 -1.2448939345740333 0.47497968453222694 -0.38658751735687258 -1.6857507309913637 1.7842474810871765 -3.8188886636569181 -74.58523652818468 -16.49365636110306 -1.8967703714395119 37.714677320207869 0.47363321953094922 7.1869915711252323
leaf_weight=665835 515 4940 263 31 30 207 86 50 54 44 27 50 35 25 22 38 34 31 203 2814 125 1125 402 81 27 32 391 70 312 114
leaf_count=665835 515 4940 263 31 30 207 86 50 54 44 27 50 35 25 22 38 34 31 203 2814 125 1125 402 81 27 32 391 70 312 114
internal_value=0 -0.0865093 0.0457447 0.468914 0.594811 3.47458 8.30155 13.7071 2.21484 -0.304074 -1.82475 3.25432 5.62854 16.2381 -0.492392 4.62556 26.1649 30.1196 0.225661 0.912597 8.29187 -0.514096 -3.16076 -9.04852 -20.3638 -43.0779 0.479234 3.23053 7.27242 18.8008
internal_weight=0 12178 11663 6723 6460 734 313 173 140 421 77 214 164 60 104 60 96 65 5726 2969 155 2757 745 343 140 59 2012 887 496 184
internal_count=678013 12178 11663 6723 6460 734 313 173 140 421 77 214 164 60 104 60 96 65 5726 2969 155 2757 745 343 140 59 2012 887 496 184
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2097226 524597 1065088 2 2 2 65664 27264 2 2
is_linear=0
shrinkage=0.1


Tree=673
num_leaves=31
num_cat=6
split_feature=12 1 13 14 12 13 14 11 11 12 12 11 11 12 12 12 11 11 12 11 11 12 12 13 9 11 12 12 6 14
split_gain=9001.49 44474.7 359010 2.09795e+06 139395 101558 924145 546739 450090 362088 342907 332743 170238 183343 100024 90946 80843.3 85082.1 100990 67431.8 61339 134406 53818.8 50039 177848 111029 534094 883652 3.11277e+06 456694
threshold=19.500000000000004 1.0000000180025095e-35 0 1 25.500000000000004 2 3 1.5000000000000002 3.5000000000000004 21.500000000000004 21.500000000000004 3.5000000000000004 2.5000000000000004 23.500000000000004 21.500000000000004 21.500000000000004 2.5000000000000004 1.5000000000000002 20.500000000000004 2.5000000000000004 2.5000000000000004 28.500000000000004 26.500000000000004 4 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 20.500000000000004 1.0000000180025095e-35 5
decision_type=2 2 9 1 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1
left_child=-1 23 3 -3 5 8 7 -7 9 19 -10 14 13 -11 16 -13 17 18 -8 -4 22 -22 -6 24 25 26 27 29 -29 -2
right_child=1 2 4 -5 20 6 11 -9 10 12 -12 15 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.001480746028134441 -6.3479617672708804 26.788143430437362 -3.2495778247874272 -1.6956954715227841 -2.4925722677792823 -1.4141666889190674 -4.6793867588043216 -22.621167687446842 18.689882911335339 6.2059203223515587 2.2530573272705077 10.799258490531676 -5.1558478927612308 -2.1990060147311952 -3.0084196834374737 2.6927311782836916 -3.8385620577581996 5.304727166631948 4.1607071161270142 -8.1596387341618541 10.497799088404729 0.12008627255757649 2.5623866838567402 0.13067183076743089 3.0930785139550028 -0.31059204349705638 1.447173080165248 -0.51307501285634138 -46.089250252463607 7.6128852367401123
leaf_weight=666326 53 35 93 99 28 20 28 31 22 93 30 31 25 36 151 25 29 46 24 40 26 24 85 8670 134 1517 181 47 22 42
leaf_count=666326 53 35 93 99 28 20 28 31 22 93 30 31 25 36 151 25 29 46 24 40 26 24 85 8670 134 1517 181 47 22 42
internal_value=0 0.0870474 0.717559 5.34522 -0.0413418 -0.636629 -1.72198 -14.3047 0.628261 -0.904202 9.2071 0.147776 2.39669 3.86036 -1.26884 7.18027 0.799475 2.17196 -0.599343 -4.72629 2.60022 5.5165 1.30983 0.0266919 -0.423498 -0.678845 -2.29809 -6.43158 -15.0446 -0.175798
internal_weight=0 11687 1021 134 887 724 385 51 339 287 52 334 154 129 278 56 127 98 52 133 163 50 113 10666 1996 1862 345 164 69 95
internal_count=678013 11687 1021 134 887 724 385 51 339 287 52 334 154 129 278 56 127 98 52 133 163 50 113 10666 1996 1862 345 164 69 95
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=8201 2 677888 2 28673 2
is_linear=0
shrinkage=0.1


Tree=674
num_leaves=31
num_cat=7
split_feature=0 13 11 13 12 12 14 12 12 14 13 11 14 11 12 12 11 12 12 12 12 12 12 11 12 12 12 14 12 12
split_gain=8739.86 192973 268935 572239 476451 1.5077e+06 2.51204e+06 835975 799842 526304 435494 1.15384e+06 539468 710140 738845 3.786e+06 983129 1.35295e+06 1.47872e+06 518549 635678 485856 3.30513e+06 926573 550200 464921 428539 1.36052e+06 427474 431243
threshold=1.0000000180025095e-35 0 3.5000000000000004 1 4.5000000000000009 3.5000000000000004 2 2.5000000000000004 6.5000000000000009 3 4 2.5000000000000004 5 1.5000000000000002 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 10.500000000000002 11.500000000000002 9.5000000000000018 7.5000000000000009 1.5000000000000002 8.5000000000000018 6.5000000000000009 4.5000000000000009 6 12.500000000000002 8.5000000000000018
decision_type=2 9 2 9 2 2 1 2 2 1 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=-1 2 10 4 5 7 -7 -4 -6 -9 11 12 21 14 -14 16 -16 -18 -19 25 -21 22 -2 -24 -25 26 -13 -28 29 -10
right_child=1 -3 3 -5 8 6 -8 9 28 -11 -12 19 13 -15 15 -17 17 18 -20 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0064213579565596986 -0.0075012514927635908 0.054067425574851537 2.1754756825753945 -0.27601896714399415 -2.8621811152599856 15.455831882476808 -2.2776724478355925 -7.0434163083312331 -0.17785217147512533 1.1947667344172197 -0.07860985008018978 -2.5370125955693865 -3.2014415173917201 -1.8707328329355395 4.9547794272682886 -0.99868981542351021 39.076110790621854 2.481272432078486 28.770862770080569 3.3353561203486635 -1.3459579724430768 -0.22116317560244059 -0.17461531080048662 18.28876912700596 9.1925320134018413 -3.8679828915129373 4.4985819652162746 -4.4682737101949384 -0.39526079649547885 2.9090650287900854
leaf_weight=515277 1304 111110 1153 11139 653 200 133 186 679 133 22441 1530 259 2091 55 555 31 46 40 347 1768 1585 58 134 132 1543 377 307 1390 1357
leaf_count=515277 1304 111110 1153 11139 653 200 133 186 679 133 22441 1530 259 2091 55 555 31 46 40 347 1768 1585 58 134 132 1543 377 307 1390 1357
internal_value=0 -0.020162 -0.179895 0.145478 0.942282 2.29661 8.37308 0.921978 0.345286 -3.60869 -0.340015 -0.821611 0.118816 -0.827528 1.38479 3.01867 15.9817 21.1652 14.709 -1.83038 -0.577913 1.0251 2.23845 11.2777 13.7748 -2.53546 -1.60679 0.473984 0.956634 1.87959
internal_weight=0 162736 51626 17023 5884 1805 333 1472 4079 319 34603 12162 6290 3077 986 727 172 117 86 5872 2115 3213 1628 324 266 3757 2214 684 3426 2036
internal_count=678013 162736 51626 17023 5884 1805 333 1472 4079 319 34603 12162 6290 3077 986 727 172 117 86 5872 2115 3213 1628 324 266 3757 2214 684 3426 2036
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1331533 1048576 2 2 1048840 2 2
is_linear=0
shrinkage=0.1


Tree=675
num_leaves=31
num_cat=8
split_feature=13 12 11 12 9 13 13 12 12 6 1 13 3 14 6 12 12 12 14 1 14 12 14 12 12 12 12 12 12 0
split_gain=10122.8 68088.3 200140 870566 873034 1.03674e+06 714546 4.103e+06 1.97819e+07 2.89251e+06 728292 881894 3.65029e+06 1.08313e+06 1.24312e+06 1.54581e+06 756975 1.14503e+06 695271 688671 3.54731e+06 566990 727378 1.46608e+06 1.18321e+06 1.26402e+06 511621 735582 508062 1.03316e+06
threshold=0 8.5000000000000018 3.5000000000000004 14.500000000000002 1.0000000180025095e-35 1 2 11.500000000000002 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 4 1.0000000180025095e-35 11.500000000000002 13.500000000000002 10.500000000000002 5 1.0000000180025095e-35 6 12.500000000000002 7 9.5000000000000018 9.5000000000000018 10.500000000000002 17.500000000000004 16.500000000000004 10.500000000000002 1.0000000180025095e-35
decision_type=9 2 2 2 2 9 9 2 2 2 2 9 2 1 2 2 2 2 1 2 1 2 1 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 21 7 8 -4 -9 11 12 13 14 -8 -16 17 -12 -19 -5 -21 22 24 -24 -6 -26 27 -22 29 -13
right_child=-2 2 3 19 5 -7 10 9 -10 -11 16 28 -14 -15 15 -17 -18 18 -20 20 26 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.056001359083988213 0.010988516758190651 0.080251290887186313 -4.9060659025098898 1.2435278789683768 -3.8898886108398436 -0.85279209694197022 -3.2156973565326021 1.5590076294812292 75.440873078810867 -37.606094591545336 -2.2861561212194972 -1.4888991341470557 -37.349938976063449 2.2676456612662266 -34.372779015933766 -2.9452812523677432 -7.6352129872639978 -3.4540135519845148 16.614843431453117 -33.663629161289762 1.2810435980966648 0.28386484064081663 21.332553470835968 -3.4557594633102422 39.256500566922703 12.924427195064357 -6.4687574182237899 22.140574472600765 -1.8387978110021193 2.3520521618404664
leaf_weight=168020 375956 120658 143 3650 25 420 153 44 39 33 83 2083 34 190 34 29 45 21 97 35 73 93 34 80 26 61 49 22 4728 1055
leaf_count=168020 375956 120658 143 3650 25 420 153 44 39 33 83 2083 34 190 34 29 45 21 97 35 73 93 34 80 26 61 49 22 4728 1055
internal_value=0 -0.0135953 0.0395612 -0.327401 -0.838176 2.46327 -1.11508 3.97108 12.3111 -15.226 -1.27227 -1.43257 -5.74474 -3.2395 -8.08375 -19.9062 4.0885 6.71321 13.0433 0.946537 -5.10943 6.64759 9.56043 3.93725 15.284 20.7938 1.83083 6.11167 -1.18255 -0.197566
internal_weight=0 302057 134037 13379 9550 739 8811 259 182 77 8552 8306 440 406 216 63 246 201 118 3829 179 319 226 114 112 87 144 95 7866 3138
internal_count=678013 302057 134037 13379 9550 739 8811 259 182 77 8552 8306 440 406 216 63 246 201 118 3829 179 319 226 114 112 87 144 95 7866 3138
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=370932 52 64 32 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=676
num_leaves=31
num_cat=8
split_feature=9 13 12 12 13 11 14 13 11 12 12 11 14 12 11 13 12 11 11 11 12 12 12 12 12 11 14 14 12 11
split_gain=10993.9 248164 470935 1.13968e+06 2.02102e+06 5.31601e+06 1.93448e+07 659098 570227 791181 1.2677e+06 2.9676e+06 1.31975e+06 3.52286e+06 6.95293e+06 2.60043e+06 5.08576e+06 8.73895e+06 1.04965e+06 837486 531472 427107 420855 1.11931e+06 382452 1.14575e+06 508870 369948 594724 355908
threshold=1.0000000180025095e-35 0 1.5000000000000002 2.5000000000000004 1 2.5000000000000004 2 3 1.5000000000000002 6.5000000000000009 10.500000000000002 3.5000000000000004 4 9.5000000000000018 2.5000000000000004 5 8.5000000000000018 2.5000000000000004 2.5000000000000004 2.5000000000000004 5.5000000000000009 6.5000000000000009 8.5000000000000018 7.5000000000000009 3.5000000000000004 3.5000000000000004 6 7 3.5000000000000004 1.0000000180025095e-35
decision_type=2 9 2 2 9 2 1 9 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 1 1 2 2
left_child=-1 2 -2 4 -4 -6 -7 20 21 24 11 12 15 18 -15 16 17 -11 -14 -17 27 29 23 -20 25 -10 -27 -5 -29 -9
right_child=1 -3 3 7 5 6 -8 8 9 10 -12 -13 13 14 -16 19 -18 -19 22 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0029912431032759973 -2.134038938661901 -0.18354024212225512 -2.8171804503961044 -3.5482790552927348 0.85824437891162431 -2.2278880152209051 96.684034423828123 -2.3996676619156547 -1.3921142447057195 69.216392386300228 0.459317339055209 -4.9091433325873481 2.2392728351411364 43.122839379016263 -8.2696426587227077 -5.7361640508662273 -4.2582550116947724 -11.214274111661044 21.787987536053325 6.2970287000431737 -0.66494549133713265 -2.4169508096539047 26.978664883700283 -2.9119846343994142 -1.5883659384242392 20.103095557472926 3.5298040747642521 -26.286073593866259 -5.8320597041736955 4.614620077671149
leaf_weight=643260 615 28203 166 167 159 58 30 115 191 35 1195 225 210 81 39 181 56 22 43 85 889 731 22 32 867 44 32 21 44 195
leaf_count=643260 615 28203 166 167 159 58 30 115 191 35 1195 225 210 81 39 181 56 22 43 85 889 731 22 32 867 44 32 21 44 195
internal_value=0 -0.0547525 0.4993 0.773015 5.84005 11.3143 31.4921 0.394042 0.94496 1.58069 2.67594 5.24515 8.07979 11.8921 26.4203 3.78469 15.7512 38.173 6.21328 -1.82246 -1.76155 -1.09789 14.8168 11.2493 -0.569239 2.74006 13.1249 -6.03957 -12.4403 2.01255
internal_weight=0 34753 6550 5935 413 247 88 5522 4401 3360 2226 1031 806 427 120 379 113 57 307 266 1121 1041 97 75 1134 267 76 232 65 310
internal_count=678013 34753 6550 5935 413 247 88 5522 4401 3360 2226 1031 806 427 120 379 113 57 307 266 1121 1041 97 75 1134 267 76 232 65 310
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=20740 16384 2 256 2 16388 2 2
is_linear=0
shrinkage=0.1


Tree=677
num_leaves=31
num_cat=5
split_feature=13 4 11 14 12 12 12 11 12 10 12 12 11 14 12 12 12 12 12 14 12 12 12 11 12 6 12 12 14 6
split_gain=10532.9 82918.7 186562 460375 385956 307369 149229 157135 87231.6 70816 753019 462591 404557 440833 634636 493357 330607 1.2608e+06 213811 205913 272468 218841 206563 178966 79844.9 115318 306181 104393 411426 1.35001e+06
threshold=0 1.0000000180025095e-35 2.5000000000000004 1 7.5000000000000009 4.5000000000000009 10.500000000000002 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 2.5000000000000004 2 2.5000000000000004 1.5000000000000002 12.500000000000002 13.500000000000002 1.5000000000000002 3 5.5000000000000009 8.5000000000000018 7.5000000000000009 2.5000000000000004 18.500000000000004 1.0000000180025095e-35 19.500000000000004 17.500000000000004 4 1.0000000180025095e-35
decision_type=9 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2
left_child=1 9 6 5 -5 -4 7 -3 -9 24 12 -12 18 14 15 -14 19 -18 -11 20 -13 22 -21 -19 27 -26 -27 -1 29 -29
right_child=-2 2 3 4 -6 -7 -8 8 -10 10 11 16 13 -15 -16 -17 17 23 -20 21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.054538169393595085 -0.0022980113196513223 -3.2663660165035369 8.99384651184082 -19.412268132176894 -1.8474573688073592 -3.8878019970352371 -4.0230547488017088 10.456533377511162 3.0289613619446758 6.2294935558153242 -8.3021836626356933 4.4721526746396663 4.8824318545205259 -9.2630552118474778 -3.4069478370047905 24.64861544733462 23.155539867795749 4.452114420923694 18.64119912828718 2.377973490747912 -3.2814898966052009 -3.5095451505560629 13.251775482177734 -5.761756417864845 0.61553100132729333 14.108249122619629 -0.56331169036301698 -0.32436830274174722 4.7884314707989963 -27.502468424258026
leaf_weight=21237 655281 33 27 29 22 59 48 21 64 23 69 54 28 22 37 23 29 29 35 58 282 38 25 42 175 25 33 89 53 23
leaf_count=21237 655281 33 27 29 22 59 48 21 64 23 69 54 28 22 37 23 29 29 35 58 282 38 25 42 175 25 33 89 53 23
internal_value=0 0.0669278 -1.57625 -4.30764 -11.8353 0.156436 0.677976 2.59026 4.86401 0.0891557 1.01669 -0.578678 6.96132 3.39802 6.56329 13.7966 0.378094 5.58628 13.7193 -0.761553 -2.03537 2.77565 5.65322 -1.58989 0.0551155 1.89629 5.76064 0.0350709 -2.47054 -5.90559
internal_weight=0 22732 303 137 51 86 166 118 85 22429 794 626 168 110 88 51 557 100 58 457 336 121 83 71 21635 233 58 21402 165 112
internal_count=678013 22732 303 137 51 86 166 118 85 22429 794 626 168 110 88 51 557 100 58 457 336 121 83 71 21635 233 58 21402 165 112
cat_boundaries=0 1 2 3 4 5
cat_threshold=2097922 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=678
num_leaves=31
num_cat=7
split_feature=13 2 11 12 12 12 12 12 14 12 12 12 13 12 12 11 11 11 14 12 12 14 11 12 12 11 14 12 12 13
split_gain=9220.5 66403.9 1.22622e+06 5.1855e+06 4.91037e+07 7.5715e+06 1.11922e+07 3.19462e+06 2.37712e+06 1.81248e+06 6.58691e+06 848890 832095 1.85022e+06 1.73541e+07 1.30975e+07 2.50853e+07 2.03567e+07 2.85746e+07 1.38505e+06 963958 1.37954e+06 2.00522e+06 3.19166e+06 1.34457e+06 566375 507674 421820 765659 801204
threshold=0 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 7.5000000000000009 2.5000000000000004 3.5000000000000004 4.5000000000000009 1 12.500000000000002 11.500000000000002 1.5000000000000002 2 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3 15.500000000000002 17.500000000000004 4 1.0000000180025095e-35 16.500000000000004 16.500000000000004 2.5000000000000004 5 8.5000000000000018 2.5000000000000004 6
decision_type=9 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 1 2 2 1 2 2 2 2 1 2 2 9
left_child=1 -1 12 5 -5 11 -7 -8 9 10 -6 -4 27 14 -14 -16 -17 -18 -19 -15 21 22 23 -21 -23 -24 -9 28 -3 -30
right_child=-2 2 3 4 8 6 7 26 -10 -11 -12 -13 13 19 15 16 17 18 -20 20 -22 24 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0055834831076630558 0.011103774543251477 0.45199024820507605 -7.8011894448943764 -118.29467792021921 -3.1347422026205756 64.831270729623199 -16.190771567303202 7.7999869369879011 8.0414142259142629 0.59871777902569689 -65.973202514648435 -25.913988791571725 -0.17343141058295011 -2.2333876810972222 -13.388436919567633 127.16833504994712 -11.701322852162754 -8.926574912438026 132.21093859672547 3.9876540474269704 -1.2539003277078589 8.2760791425351741 0.80615620318754222 56.6692966627038 -25.027929132634945 13.338414230346681 22.745449940831055 0.14836807365071264 -2.4729033598485106 -9.9272024819401103
leaf_weight=314969 356262 464 92 39 69 41 46 41 176 114 22 36 1593 1733 51 30 68 26 32 23 188 27 81 23 22 65 51 909 516 204
leaf_count=314969 356262 464 92 39 69 41 46 41 176 114 22 36 1593 1733 51 30 68 26 32 23 188 27 81 23 22 65 51 909 516 204
internal_value=0 -0.0122494 -0.321843 -4.2024 -11.423 5.67593 18.956 5.32639 -0.483373 -7.80221 -18.3265 -12.8954 0.14408 0.995212 3.36607 30.6049 44.9873 25.4204 68.9424 -0.974074 4.11308 8.29977 12.1219 30.3285 -6.67674 6.38559 16.085 -1.46485 -2.71575 -4.75718
internal_weight=0 321751 6782 727 420 307 179 138 381 205 91 128 6055 3962 1800 207 156 126 58 2162 429 241 192 46 49 146 92 2093 1184 720
internal_count=678013 321751 6782 727 420 307 179 138 381 205 91 128 6055 3962 1800 207 156 126 58 2162 429 241 192 46 49 146 92 2093 1184 720
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=80116 2 12512 2 2 2 12352
is_linear=0
shrinkage=0.1


Tree=679
num_leaves=31
num_cat=7
split_feature=0 13 11 13 12 12 13 12 12 14 12 12 14 13 11 12 12 14 11 12 12 11 12 12 12 12 12 11 12 12
split_gain=9219.7 157827 214030 468167 412035 650884 434248 385926 1.22124e+06 2.03475e+06 677140 653618 426306 356126 906869 696363 549011 459459 543848 762871 3.28575e+06 1.48435e+06 1.22799e+06 1.21779e+06 449421 432465 714050 794192 444358 2.82094e+06
threshold=1.0000000180025095e-35 0 3.5000000000000004 1 2.5000000000000004 3.5000000000000004 2 4.5000000000000009 3.5000000000000004 3 2.5000000000000004 5.5000000000000009 4 5 2.5000000000000004 9.5000000000000018 6.5000000000000009 6 1.5000000000000002 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 15.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 7.5000000000000009 9.5000000000000018
decision_type=2 9 2 9 2 2 9 2 2 1 2 2 1 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 7 -5 6 -6 8 10 -10 -4 -9 -12 14 17 16 -16 25 19 20 -19 -22 -23 -24 -21 -2 27 -27 -28 -30
right_child=1 -3 3 4 5 -7 -8 11 9 -11 12 -13 -14 -15 15 -17 -18 18 -20 24 21 22 23 -25 -26 26 28 -29 29 -31
leaf_value=0.0065543845576694825 -5.0600889323050522 0.046381542087298583 1.955649508172703 -1.4778740877325161 -2.2683727076355842 -0.21031859296419758 3.9776466167474647 -3.9233758840987933 13.907972152709963 -2.0521841407718515 -6.3413533200499836 0.68713073758249232 1.0730114011836231 -0.10144636768387463 -1.8864326427324247 -0.4336519137135259 -4.948516372248565 -2.9204879122230629 -1.8345631488806295 -2.4836780553732076 1.26826998122195 40.584208461216519 3.7567986121544474 29.082375397553314 8.2467056629269617 -4.2054446265811007 -1.0003113635851746 11.754787388320798 11.102929907091429 -0.079016068004729934
leaf_weight=515277 114 111110 1153 2213 132 8186 608 335 200 133 186 3744 133 24475 1774 2025 874 233 1832 423 47 28 39 37 43 42 878 121 271 1347
leaf_count=515277 114 111110 1153 2213 132 8186 608 335 200 133 186 3744 133 24475 1774 2025 874 233 1832 423 47 28 39 37 43 42 878 121 271 1347
internal_value=0 -0.0207489 -0.165205 0.12506 -0.256178 0.0464271 2.88659 0.845779 2.06467 7.5335 0.827502 0.308479 -3.2501 -0.308049 -0.806421 -1.82959 -2.89711 0.0685949 -0.864598 1.22596 4.52619 16.0168 22.6819 16.0864 -1.49354 0.971164 1.22974 7.64233 0.810972 1.79386
internal_weight=0 162736 51626 17023 11139 8926 740 5884 1805 333 1472 4079 319 34603 10128 4673 2648 5455 2682 850 384 151 104 76 466 2773 2659 163 2496 1618
internal_count=678013 162736 51626 17023 11139 8926 740 5884 1805 333 1472 4079 319 34603 10128 4673 2648 5455 2682 850 384 151 104 76 466 2773 2659 163 2496 1618
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1331533 1048576 4420 2 2 1048584 2
is_linear=0
shrinkage=0.1


Tree=680
num_leaves=31
num_cat=6
split_feature=9 13 14 12 13 13 12 11 12 12 11 11 12 12 12 11 12 11 11 12 12 11 12 12 12 13 12 12 13 12
split_gain=9282.01 216559 501245 464587 1.11145e+06 691175 1.92749e+06 1.215e+06 765782 698702 2.35882e+06 1.33494e+06 3.23267e+06 961046 1.83747e+06 383000 472803 457955 433727 488826 1.846e+06 373606 368683 359339 338878 757688 2.98611e+06 505691 773401 1.48396e+07
threshold=1.0000000180025095e-35 0 1 6.5000000000000009 2 3 12.500000000000002 2.5000000000000004 13.500000000000002 7.5000000000000009 3.5000000000000004 3.5000000000000004 9.5000000000000018 11.500000000000002 10.500000000000002 2.5000000000000004 5.5000000000000009 1.5000000000000002 3.5000000000000004 1.5000000000000002 2.5000000000000004 3.5000000000000004 9.5000000000000018 5.5000000000000009 7.5000000000000009 4 9.5000000000000018 1.5000000000000002 5 2.5000000000000004
decision_type=2 9 1 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2
left_child=-1 24 -3 4 15 6 7 -5 -7 10 -9 22 -13 14 -14 16 -4 -18 19 -17 -21 -10 -11 -6 27 26 -26 -2 29 -29
right_child=1 2 3 5 23 8 -8 9 21 11 -12 12 13 -15 -16 18 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0027230206688100157 -1.1282593888096641 0.23178279247713085 -3.2430213616941148 -0.28644979085853634 0.21109896930155761 -1.6301306129417232 -4.247408459786242 22.381735913506873 1.2906206407367935 3.6551576328277591 -1.9058630453573693 -2.0983127925706948 23.232141008768998 27.271346836705362 0.20795741225733902 0.12304370571190203 -4.3935345021689818 8.9506265944328867 -2.8227525335067871 -27.429936510451299 -6.162238042277675 10.230272918701173 -2.2903117056815856 -2.7971815864570804 31.272886788217647 -0.36034623130766841 -0.46056793592594292 51.565128234227501 0.81257309640376141 -1.7319297152580599
leaf_weight=643260 1140 10464 517 695 2131 3321 491 87 719 180 74 161 73 62 66 71 41 69 383 47 310 50 248 488 38 7352 135 60 4876 404
leaf_count=643260 1140 10464 517 695 2131 3321 491 87 719 180 74 161 73 62 66 71 41 69 383 47 310 50 248 488 38 7352 135 60 4876 404
internal_value=0 -0.050335 -0.255364 -0.751285 -1.58399 -0.208765 1.24556 2.89167 -0.969316 5.21427 11.2185 3.99063 8.46041 16.9179 12.2998 -3.80598 -1.97637 3.97689 -5.26742 -7.45506 -8.96219 1.87187 0.210119 -0.348107 0.253411 -0.202881 6.15406 0.783677 1.19184 5.05107
internal_weight=0 34753 20748 10284 4057 6227 2137 1646 4090 951 161 790 362 201 139 1438 627 110 811 428 357 769 428 2619 14005 7525 173 6480 5340 464
internal_count=678013 34753 20748 10284 4057 6227 2137 1646 4090 951 161 790 362 201 139 1438 627 110 811 428 357 769 428 2619 14005 7525 173 6480 5340 464
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=547205 2 1245698 1180224 4 256
is_linear=0
shrinkage=0.1


Tree=681
num_leaves=31
num_cat=10
split_feature=12 13 1 14 13 11 11 1 12 14 14 12 12 14 9 13 6 14 12 13 0 6 7 0 13 12 6 12 0 6
split_gain=9332.54 214499 1.49839e+06 222845 125749 169678 251666 1.34343e+06 1.45832e+07 7.73646e+07 1.25363e+07 739854 625008 1.52417e+06 4.17436e+06 4.04793e+06 1.68485e+07 921487 1.39776e+06 1.69332e+06 2.07871e+06 4.17941e+06 4.07805e+06 378262 356565 882795 1.09546e+06 456414 350527 374934
threshold=16.500000000000004 0 1.0000000180025095e-35 1 2 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 18.500000000000004 3 4 23.500000000000004 17.500000000000004 5 1.0000000180025095e-35 6 1.0000000180025095e-35 7 18.500000000000004 8 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9 18.500000000000004 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 1 9 2 2 2 2 1 1 2 2 1 2 9 2 1 2 9 2 2 2 2 9 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -7 12 9 -9 -10 -12 13 14 15 16 -8 18 19 20 21 22 -14 -15 25 26 -19 -27 29 -21
right_child=1 4 -4 -5 -6 6 7 8 10 -11 11 -13 17 23 -16 -17 -18 24 -20 28 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0028003829776554736 1.9768655584109767 1.313900901888132 22.701632196252998 -3.6336818882701354 -0.18987875403967572 -0.24837039820624016 -1.6909834716378189 168.23052463531496 -67.883199753299834 -48.648636647274621 18.677421221824794 -4.9791423034667979 -57.354612625476925 -8.4010405236482626 38.875123356410434 -2.0610670719246853 89.38522934030604 27.811071512434218 0.23939018125991662 9.6648364455611624 -0.047437697190504807 -2.6316413812470021 -2.6974039077758789 1.3782207876948989 -0.2449143631227555 -1.5297225783268611 1.6952124496986127 12.785565303934032 -4.4149901877628279 -3.740651972153608
leaf_weight=641559 255 1257 33 98 26112 6432 82 29 31 38 39 20 43 120 35 371 27 36 719 54 65 57 20 59 145 96 29 29 89 34
leaf_count=641559 255 1257 33 98 26112 6432 82 29 31 38 39 20 43 120 35 371 27 36 719 54 65 57 20 59 145 96 29 29 89 34
internal_value=0 -0.0492145 2.26554 0.419263 -0.0745945 0.227653 0.0709528 0.976946 9.90124 45.2244 -16.3949 10.6582 0.312911 2.77132 5.53418 3.10307 19.1155 -0.891985 -2.3121 -7.37983 -13.7091 -22.2517 -40.0031 -5.17771 3.69053 6.37144 16.1594 1.79142 0.00954478 4.48544
internal_weight=0 36454 386 353 36068 9956 8699 2267 157 67 90 59 2110 694 515 480 109 1416 1081 362 185 120 63 179 335 190 65 125 177 88
internal_count=678013 36454 386 353 36068 9956 8699 2267 157 67 90 59 2110 694 515 480 109 1416 1081 362 185 120 63 179 335 190 65 125 177 88
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=518 2 1656872 2 2 2 2080 2 1048576 1048576
is_linear=0
shrinkage=0.1


Tree=682
num_leaves=31
num_cat=4
split_feature=12 1 14 11 12 13 11 12 12 11 12 12 11 12 11 12 11 12 11 12 11 12 11 12 13 9 8 11 14 11
split_gain=8840.78 47695.6 412128 952739 1.02451e+06 157227 251030 401235 208059 137608 83702.9 93866.4 90159.3 75050.1 70117.9 68853.4 105866 59587.6 104137 83145.4 56742.4 116347 51769.6 89181.5 38012.9 147882 102171 88626.3 75132.5 243118
threshold=19.500000000000004 1.0000000180025095e-35 0 2.5000000000000004 20.500000000000004 1 3.5000000000000004 23.500000000000004 21.500000000000004 2.5000000000000004 28.500000000000004 21.500000000000004 1.5000000000000002 20.500000000000004 3.5000000000000004 22.500000000000004 2.5000000000000004 24.500000000000004 1.5000000000000002 27.500000000000004 2.5000000000000004 20.500000000000004 2.5000000000000004 23.500000000000004 2 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3 1.0000000180025095e-35
decision_type=2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2
left_child=-1 24 3 -3 -5 6 9 -8 14 10 11 12 13 -4 20 16 -10 22 -19 -20 21 -7 23 -17 25 26 28 -27 -2 -30
right_child=1 2 5 4 -6 8 7 -9 15 -11 -12 -13 -14 -15 -16 17 -18 18 19 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0015126052609382072 -0.13436773926429099 -1.4608325686989998 -3.5821603986952044 26.743032120213368 3.6523572465647827 -8.054369330406189 13.540886796487346 -3.765369051978702 6.6545269393920909 -3.8643616108333365 5.6349295722113721 -0.8744058657500704 6.0835859020551055 4.021549628257751 -8.750106775760651 2.7721625501459299 -1.3702842035601217 -3.1310196046893664 7.4119152792568874 -0.37588600011972284 0.044857228885997427 -0.4727356106894357 -5.2280183221612662 -5.239307806889216 0.11434579968514685 -1.849691620372957 -5.8770276022868027 4.2489672299727657 -5.5640300176780801 -0.23549928179762644
leaf_weight=666326 1383 98 27 33 46 48 37 21 35 68 36 177 48 25 32 33 31 37 29 26 33 35 42 24 8670 31 36 103 116 327
leaf_count=666326 1383 98 27 33 46 48 37 21 35 68 36 177 48 25 32 33 31 37 29 26 33 35 42 24 8670 31 36 103 116 327
internal_value=0 0.0862217 0.739165 5.12637 13.2978 -0.1809 1.12045 7.27483 -1.58015 0.212975 1.09879 0.509252 2.95833 0.0734694 -4.60594 0.100839 2.8853 -0.86133 0.970922 3.73041 -3.46272 -4.85729 -2.56403 -0.601088 0.0237189 -0.368662 -0.601417 2.83808 -0.497408 -1.63078
internal_weight=0 11687 1021 177 79 844 439 58 405 381 313 277 100 52 148 257 66 191 92 55 116 83 99 57 10666 1996 1862 134 1826 443
internal_count=678013 11687 1021 177 79 844 439 58 405 381 313 277 100 52 148 257 66 191 92 55 116 83 99 57 10666 1996 1862 134 1826 443
cat_boundaries=0 1 2 3 4
cat_threshold=2 1589264 28673 2
is_linear=0
shrinkage=0.1


Tree=683
num_leaves=31
num_cat=8
split_feature=13 12 12 7 13 8 1 2 1 11 13 13 8 1 1 13 11 9 11 14 8 11 11 11 12 8 13 14 11 12
split_gain=8733.58 136276 315850 904854 896032 2.14605e+07 1.42643e+07 1.45982e+06 1.14584e+06 819113 803645 680115 5.21671e+06 3.98617e+06 940403 1.95827e+06 1.84208e+06 619998 617761 613414 1.0289e+06 3.54989e+06 1.75698e+06 583954 547225 541137 875740 1.113e+06 1.36373e+06 2.19504e+06
threshold=0 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 5 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6 7 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 2 2 2 9 2 2 2 2 2 9 9 2 2 2 9 2 2 2 1 2 2 2 2 2 2 9 1 2 2
left_child=1 2 3 11 5 6 7 17 19 -10 23 12 13 -1 25 18 24 -4 -16 20 -6 -22 -23 -5 -17 -13 -27 -28 29 -29
right_child=-2 -3 4 10 8 -7 -8 -9 9 -11 -12 14 -14 -15 15 16 -18 -19 -20 -21 21 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.51435945117724569 0.010585698993049524 0.021780443952684411 -1.927405143341461 2.4830273227521134 -0.86787277240961469 77.241879313700906 63.903782145182291 -27.453637433052066 -13.49048562688926 -3.3040534252265719 -0.29198171342556906 -0.1507884854965951 -35.840724554928869 -29.329065953468792 2.8606787170180019 -4.9769235162174006 27.875482076009117 -18.248690629005434 -3.3686911831660704 -0.006640753729587447 1.94677196697156 -24.188743116144551 0.64035301208496098 8.5895445508518442 11.999832809803099 -1.5756961297330836 -0.81680539748336711 -0.92167415618896487 4.0343737210670527 27.743168685015508
leaf_weight=2375 362579 249006 770 1566 8470 37 33 24 97 424 1195 35931 44 49 576 34 60 24 220 12613 217 114 38 174 43 461 316 44 411 68
leaf_count=2375 362579 249006 770 1566 8470 37 33 24 97 424 1195 35931 44 49 576 34 60 24 220 12613 217 114 38 174 43 461 316 44 411 68
internal_value=0 -0.0121681 -0.139426 0.018529 -0.440447 2.65681 -0.554798 -3.15521 -0.566568 -5.20057 1.7142 -0.103955 -1.70933 -1.09683 0.000309377 3.13606 13.7368 -2.42074 1.12486 -0.454288 -1.09307 -6.26215 -17.9815 3.076 4.5036 -0.0782717 1.92604 3.82332 6.70002 16.482
internal_weight=0 315434 66428 43567 22861 888 851 818 21973 521 2935 40632 2468 2424 38164 933 137 794 796 21452 8839 369 152 1740 77 37231 1300 839 523 112
internal_count=678013 315434 66428 43567 22861 888 851 818 21973 521 2935 40632 2468 2424 38164 933 137 794 796 21452 8839 369 152 1740 77 37231 1300 839 523 112
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=600308 32 73780 65568 526416 2 534592 2
is_linear=0
shrinkage=0.1


Tree=684
num_leaves=31
num_cat=8
split_feature=12 13 1 14 11 6 6 13 12 1 14 11 12 13 12 11 11 12 11 13 11 0 0 11 14 6 13 9 6 8
split_gain=9157.25 175694 1.22985e+06 180566 108141 331577 330958 104077 187589 495371 5.07678e+06 1.35091e+07 4.13265e+07 1.26133e+06 1.65757e+06 3.47092e+06 998061 206561 317520 411622 1.09346e+06 1.18569e+06 430723 619897 1.85398e+06 966169 365266 326244 311300 265361
threshold=16.500000000000004 0 1.0000000180025095e-35 1 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2 18.500000000000004 1.0000000180025095e-35 3 3.5000000000000004 17.500000000000004 4 17.500000000000004 3.5000000000000004 2.5000000000000004 17.500000000000004 1.0000000180025095e-35 5 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 6 1.0000000180025095e-35 7 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 1 2 2 2 9 2 2 1 2 2 9 2 2 2 2 2 9 2 2 2 2 1 2 9 2 2 2
left_child=-1 2 3 4 5 -2 -6 -3 9 17 11 16 -13 14 -12 -16 -11 -9 -19 20 22 28 23 24 -20 -26 27 29 -22 -25
right_child=1 7 -4 -5 6 -7 -8 8 -10 10 13 12 -14 -15 15 -17 -18 18 19 -21 21 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.002767404673375906 0.42840174463853037 0.21375948217651441 20.560535396229138 -3.274930567887365 3.6351777302913177 9.7619629438106834 -11.704205426302824 -0.62996420249756047 0.10957088313367065 4.000862451033159 3.298857677684111 22.74050753457206 -156.08568248748782 -1.0640583273829247 5.0256976100376676 55.71479894464666 -11.207844586439537 -1.1551465513725088 0.61156918731491272 -0.71163126055087522 -3.1405160381680446 16.483440815134252 -0.80817204097597739 -1.8002432383608782 4.6441364410311676 23.90756568041715 3.2875237438328924 5.5194078965620568 5.887521576635617 7.8271163145701097
leaf_weight=641559 142 9424 33 98 39 52 22 7791 12494 110 102 28 24 235 35 22 71 1389 243 1569 63 94 1093 627 43 66 341 77 97 30
leaf_count=641559 142 9424 33 98 39 52 22 7791 12494 110 102 28 24 235 35 22 71 1389 243 1569 63 94 1093 627 43 66 341 77 97 30
internal_value=0 -0.0487567 2.04618 0.373347 1.77543 2.93018 -1.89706 -0.0717242 -0.172742 -0.422138 -3.16997 -14.8712 -59.7947 3.74978 10.2847 24.5899 -1.96498 -0.294734 0.160916 0.581825 1.31125 7.56961 0.685656 1.82984 5.47218 16.3082 0.637187 -0.630302 2.33273 -1.36064
internal_weight=0 36454 386 353 255 194 61 36068 26644 14150 627 233 52 394 159 57 181 13523 5732 4343 2774 254 2520 1427 352 109 1075 734 160 657
internal_count=678013 36454 386 353 255 194 61 36068 26644 14150 627 233 52 394 159 57 181 13523 5732 4343 2774 254 2520 1427 352 109 1075 734 160 657
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=518 2 1656840 2 131201 307248 2 16
is_linear=0
shrinkage=0.1


Tree=685
num_leaves=31
num_cat=6
split_feature=13 14 12 12 10 13 12 11 13 11 12 11 12 12 12 11 13 12 12 12 12 11 13 11 12 12 11 12 12 12
split_gain=8674.84 66083.4 370399 576353 388216 1.39409e+06 1.83741e+06 1.09579e+06 898270 3.61509e+06 3.59958e+06 732988 926998 753654 709576 816780 1.19948e+06 2.67002e+06 2.42393e+06 3.57452e+06 909844 3.08499e+06 734465 660218 632989 623421 645816 1.53824e+06 838768 622800
threshold=0 1 27.500000000000004 29.500000000000004 1.0000000180025095e-35 2 8.5000000000000018 1.5000000000000002 3 2.5000000000000004 2.5000000000000004 1.5000000000000002 11.500000000000002 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 4 7.5000000000000009 3.5000000000000004 4.5000000000000009 1.5000000000000002 2.5000000000000004 5 1.5000000000000002 5.5000000000000009 3.5000000000000004 2.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002
decision_type=9 1 2 2 2 9 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 11 7 -7 9 10 -9 12 13 -6 -10 20 17 -17 29 -20 21 -16 25 -8 -11 26 27 -22 -28 -18
right_child=1 2 3 -5 5 6 23 8 14 24 -12 -13 -14 -15 15 16 18 -19 19 -21 22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.011902283073012315 -0.029197567590923037 0.023998975644545659 15.688523368929564 1.3519772926223614 13.186656551361086 -1.5246656702232853 4.2845440014865668 3.2496087357804586 -2.9327597729571457 -9.5741112054563029 44.947685964056788 -2.4133560250070731 17.624476315424996 -2.0693568454069253 23.866849889383687 -1.2205468080069068 -6.5851203918457033 27.344733738254856 39.399580712153998 9.8137673806453094 1.7207220110976906 -4.725759830990353 -1.7479683625782636 -2.2763530649697428 7.2295456838607794 1.6171585177173136 10.740497394636566 25.056405408041819 -8.2206910776537523 6.2310810727732528
leaf_weight=321751 191508 159041 38 107 40 389 180 37 154 51 47 1429 39 170 77 283 52 37 58 138 57 74 413 1037 40 476 51 56 43 140
leaf_count=321751 191508 159041 38 107 40 389 180 37 154 51 47 1429 39 170 77 283 52 37 58 138 57 74 413 1037 40 476 51 56 43 140
internal_value=0 0.0107493 0.0571837 5.10914 0.0527336 0.873491 1.91006 3.38145 4.21704 10.9929 26.5807 -1.53179 3.46598 0.83655 3.58567 4.11748 6.83014 2.01921 10.4759 18.5688 2.57733 9.85458 1.57472 -1.30597 -2.18789 3.55741 8.1909 13.2853 2.06676 2.76003
internal_weight=0 356262 164754 145 164609 5568 3890 2673 2284 175 84 1678 249 210 2109 1955 708 320 388 196 1247 151 1096 1217 91 683 207 113 94 192
internal_count=678013 356262 164754 145 164609 5568 3890 2673 2284 175 84 1678 249 210 2109 1955 708 320 388 196 1247 151 1096 1217 91 683 207 113 94 192
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=80116 2 1344002 264 1 131073
is_linear=0
shrinkage=0.1


Tree=686
num_leaves=31
num_cat=7
split_feature=12 12 13 12 14 14 11 12 11 7 11 0 13 11 14 0 11 11 14 9 1 12 11 0 12 13 11 0 1 12
split_gain=10812.1 70054.9 87353.5 275447 1.72606e+06 73851.5 148370 63849.9 89879.6 153088 131403 231517 112906 221848 177522 79977.9 66235.9 61580.6 54366.4 38997.5 35620.9 135762 89298.8 32343.7 29808.9 105594 130578 276117 55043 66433.1
threshold=26.500000000000004 27.500000000000004 0 28.500000000000004 1 2 2.5000000000000004 29.500000000000004 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 3 1.5000000000000002 4 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 5 1.0000000180025095e-35 1.0000000180025095e-35 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 6 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 25.500000000000004
decision_type=2 2 9 2 1 1 2 2 2 2 2 2 9 2 1 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2
left_child=24 5 19 4 23 -2 -7 15 12 10 11 -10 13 -9 -15 16 -5 18 -14 20 -3 -22 -23 -4 -1 26 28 -28 29 -26
right_child=1 2 3 7 -6 6 -8 8 9 -11 -12 -13 17 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.5398790444283964e-05 -0.66632384326168692 -0.54578525973045255 0.15833148372934222 4.4329281893761268 31.195760468074255 -1.5201947409009178 -10.75988045122164 10.885536438226701 10.477542120555661 -2.9190727697836389 -1.7294864067664513 -0.19199711626226254 0.61759128324940049 2.3105323345014237 -7.9939949058351063 -5.4317942508431365 -2.4007995067416013 -4.2579045804720073 -3.1215033806603532 -3.6610566081185092 -3.8171961371545438 9.9050837062654047 0.88572913045468538 -4.2935359859466553 3.69086171441608 -0.062409350277120516 1.6639837915997342 12.441854594735538 -4.4719083525917744 -2.2162677443388739
leaf_weight=674899 239 1104 47 23 21 63 24 24 53 37 26 33 118 82 21 43 37 63 58 38 27 21 23 25 45 651 79 34 22 33
leaf_count=674899 239 1104 47 23 21 63 24 24 53 37 26 33 118 82 21 43 37 63 58 38 27 21 23 25 45 651 79 34 22 33
internal_value=0 -0.218851 0.010835 0.883772 5.97004 -1.57442 -4.06907 0.132662 0.587232 2.65773 4.50006 6.38342 -0.255674 2.06454 0.209609 -2.14019 0.218796 -1.51172 -0.61461 -0.503968 -0.406155 1.76499 5.19042 -1.38746 0.000726073 0.587726 2.4621 4.90688 -0.0543004 1.19169
internal_weight=0 2250 1924 711 93 326 87 618 515 149 112 86 366 127 103 103 60 239 176 1213 1175 71 44 72 675763 864 213 113 100 78
internal_count=678013 2250 1924 711 93 326 87 618 515 149 112 86 366 127 103 103 60 239 176 1213 1175 71 44 72 675763 864 213 113 100 78
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=354616 2 2 524481 2 2 1126401
is_linear=0
shrinkage=0.1


Tree=687
num_leaves=31
num_cat=7
split_feature=12 10 13 12 11 12 11 13 0 12 0 13 14 11 7 12 12 6 11 14 11 14 6 11 11 0 12 0 12 13
split_gain=8757.83 69063.5 92458.8 249746 832514 82566.1 64346.8 75554.2 151279 80493 75241.8 122476 180591 118189 123684 299625 48388.2 45587.5 161076 44467.3 42114.2 41971.8 38107.2 33418.4 79714.1 39353.5 29586.3 28587.6 24138.6 95659
threshold=26.500000000000004 1.0000000180025095e-35 0 28.500000000000004 2.5000000000000004 29.500000000000004 1.5000000000000002 1 1.0000000180025095e-35 29.500000000000004 1.0000000180025095e-35 2 3 3.5000000000000004 1.0000000180025095e-35 29.500000000000004 27.500000000000004 1.0000000180025095e-35 3.5000000000000004 4 3.5000000000000004 5 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 28.500000000000004 1.0000000180025095e-35 24.500000000000004 6
decision_type=2 2 9 2 2 2 2 9 2 2 2 9 1 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 9
left_child=28 2 3 4 16 27 7 -4 9 -9 13 12 20 22 15 -15 -2 19 -19 23 -12 -3 26 24 -7 -25 -8 -5 -1 -30
right_child=1 21 6 5 -6 17 10 8 -10 -11 11 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-2.2857326179918763e-05 1.1022293170293174 -1.7125462200557977 -0.14576112750473941 -1.7822607764830956 17.285665401659514 -2.0794938058688723 -2.0133191144158102 5.902382452487946 9.1735346164022182 -1.562596828547808 -1.9092556637067064 -0.7978028162787324 -13.521412186395555 -0.78278373830458703 -1.3232724602926862 13.05353830600607 -4.3865549580804233 -0.47367236006493663 9.6068224284959882 -3.13753806977045 -6.9710669395598508 -6.9422744662988753 -1.9176370277025989 -2.7438653707504272 4.5874432152890146 1.5327302003518131 0.60035446700994033 -6.7429440816243487 3.1619522437328054 0.10546514063586597
leaf_weight=674899 36 57 712 26 38 29 58 20 28 52 65 273 21 34 44 29 29 51 23 42 22 21 214 48 47 39 171 21 109 755
leaf_count=674899 36 57 712 26 38 29 58 20 28 52 65 273 21 34 44 29 29 51 23 42 22 21 214 48 47 39 171 21 109 755
internal_value=0 -0.196966 -0.0919751 1.2068 5.52743 -0.121295 -0.416174 0.232035 2.66956 0.511009 -0.985999 -2.06612 -4.75775 -0.237768 2.74499 5.58632 -1.34661 0.531894 2.65945 -0.236103 -3.18925 -3.12055 -0.958208 0.511506 2.04348 -0.826771 -0.061624 -3.99874 0.000653375 0.528881
internal_weight=0 2250 2172 429 103 326 1743 812 100 72 931 381 108 550 107 63 65 279 74 205 87 78 443 163 76 87 229 47 675763 864
internal_count=678013 2250 2172 429 103 326 1743 812 100 72 931 381 108 550 107 63 65 279 74 205 87 78 443 163 76 87 229 47 675763 864
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=135233 337936 1613824 2 2 2 73729
is_linear=0
shrinkage=0.1


Tree=688
num_leaves=31
num_cat=12
split_feature=12 13 11 13 0 1 6 14 13 10 14 11 8 14 13 14 6 7 3 14 13 3 13 14 0 8 11 11 3 11
split_gain=8443.71 377155 218078 526178 775375 609948 567124 1.07703e+06 385439 555264 371585 313407 1.88156e+06 1.80852e+06 1.68581e+06 2.34199e+06 3.53114e+06 1.36374e+06 770188 805427 685073 474129 430766 620615 1.3554e+06 1.01177e+06 1.00414e+06 868078 515437 483844
threshold=1.0000000180025095e-35 0 3.5000000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 3 1.0000000180025095e-35 4 2.5000000000000004 1.0000000180025095e-35 5 6 7 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8 9 1.0000000180025095e-35 10 11 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 9 2 2 2 1 9 2 1 2 2 1 9 1 2 2 2 1 9 2 9 1 2 2 2 2 2 2
left_child=1 -1 11 4 6 8 -4 -8 -5 -10 -7 22 14 -14 15 -13 17 21 -16 -20 -21 -17 -3 24 28 -25 29 -27 -24 -26
right_child=-2 2 3 5 -6 10 7 -9 9 -11 -12 12 13 -15 18 16 -18 -19 19 20 -22 -23 23 25 26 27 -28 -29 -30 -31
leaf_value=-0.23844686256382383 -0.0034035450068607346 -0.3742676558674381 3.1898156971953036 -0.13624118416712866 16.766694550765191 -0.16286025508757562 7.6407482076574258 -19.290139238762137 -1.8630236366676596 -16.417637750837539 9.7290484019688197 -0.68478903338665109 1.4001724802929423 -21.032815460205079 -1.049203977375974 -0.56347930455945205 35.485691522668908 26.505561458703244 0.18891675867220753 5.2925008151353117 1.4853840532122919 8.5463623238982063 -1.2614060967611509 -0.27573383918704131 10.490288451223662 -6.6295191851529216 4.9607464613737884 16.307524769233936 2.1639734547466527 27.145256145580397
leaf_weight=26752 620274 6662 442 9627 38 62 27 33 898 27 98 254 69 75 1678 97 54 33 2315 753 1315 139 597 3711 33 22 162 66 1663 37
leaf_count=26752 620274 6662 442 9627 38 62 27 33 898 27 98 254 69 75 1678 97 54 33 2315 753 1315 139 597 3711 33 22 162 66 1663 37
internal_value=0 0.036578 0.274004 -0.0772414 2.93956 -0.231848 1.95144 -7.17124 -0.324984 -2.26339 5.89593 0.474406 1.02514 -10.2837 1.27047 6.38886 12.1492 7.46457 0.771387 1.47015 2.90441 4.80206 0.18605 0.778769 2.00635 -0.0244278 9.28532 10.5733 1.25913 19.2936
internal_weight=0 57739 30987 11252 540 10712 502 60 10552 925 160 19735 6782 144 6638 577 323 269 6061 4383 2068 236 12953 6291 2492 3799 232 88 2260 70
internal_count=678013 57739 30987 11252 540 10712 502 60 10552 925 160 19735 6782 144 6638 577 323 269 6061 4383 2068 236 12953 6291 2492 3799 232 88 2260 70
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=3203768 524356 2 131329 2 2 331776 2 2 1 856067 2
is_linear=0
shrinkage=0.1


Tree=689
num_leaves=31
num_cat=8
split_feature=13 3 12 14 12 12 14 14 11 12 11 11 12 12 12 14 11 13 12 11 12 12 13 12 13 12 11 11 11 12
split_gain=9059.42 113744 443791 1.28098e+06 531354 1.95819e+06 7.1138e+06 498887 1.12585e+06 870285 796456 625212 1.43198e+06 948374 419217 722313 1.8849e+06 4.35867e+06 4.39396e+06 6.44902e+06 3.35312e+06 9.62015e+06 1.14561e+06 1.11808e+06 1.01444e+06 3.17884e+06 2.65859e+06 4.06783e+06 949410 997624
threshold=0 1.0000000180025095e-35 18.500000000000004 1 10.500000000000002 11.500000000000002 2 3 3.5000000000000004 14.500000000000002 1.5000000000000002 2.5000000000000004 13.500000000000002 12.500000000000002 2.5000000000000004 4 2.5000000000000004 5 5.5000000000000009 3.5000000000000004 4.5000000000000009 3.5000000000000004 6 8.5000000000000018 7 3.5000000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 7.5000000000000009
decision_type=9 2 2 1 2 2 1 1 2 2 2 2 2 2 2 1 2 9 2 2 2 2 9 2 9 2 2 2 2 2
left_child=-1 -2 4 -4 14 6 -6 -7 10 -10 -9 13 -13 -12 -3 24 22 18 19 20 21 -18 -17 -19 25 26 27 -16 -20 -30
right_child=1 2 3 -5 5 7 -8 8 9 -11 11 12 -14 -15 15 16 17 23 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0075125925037741771 -0.039639044730417357 -0.024274299286795361 0.046881855235380292 26.919239828983947 -1.3432999379707107 -1.7747256738479149 -43.557542894363408 5.0585740553366172 20.727610819012511 2.7463526156910678 -21.810828067317154 25.219443478791611 -4.1278549253940584 -3.3289718758719311 -3.7679725366480215 -0.79568960890782048 21.114687750576799 -1.9051653700048012 -5.0523186788589829 1.664452066897578 30.385201106262208 -5.204638948302339 2.0319274733168484 9.112746149120909 -0.34903901087904449 -0.543109174487582 -0.022003205166997719 16.264802045199144 -1.8171722278728355 11.576592015696097
leaf_weight=476294 127304 47950 68 24 198 852 50 185 51 57 33 23 60 175 136 4278 422 1322 309 621 125 207 2142 99 12150 1893 353 398 143 91
leaf_count=476294 127304 47950 68 24 198 852 50 185 51 57 33 23 60 175 136 4278 422 1322 309 621 125 207 2142 99 12150 1893 353 398 143 91
internal_value=0 0.0177716 0.115988 7.05706 0.107396 -1.64868 -9.85424 -0.231568 2.01975 11.2375 -0.0716708 -3.33317 4.00453 -6.26119 0.148108 0.482901 1.15192 3.079 6.17078 9.21077 15.426 12.4532 0.149656 -1.12961 0.0455968 1.76526 6.71159 11.1628 -1.41354 3.39151
internal_weight=0 201719 74415 92 74323 1684 248 1436 584 108 476 291 83 208 72639 24689 9759 3339 1918 1375 754 629 6420 1421 14930 2780 887 534 543 234
internal_count=678013 201719 74415 92 74323 1684 248 1436 584 108 476 291 83 208 72639 24689 9759 3339 1918 1375 754 629 6420 1421 14930 2780 887 534 543 234
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=211189 2 2 2 2 1064968 1097992 524288
is_linear=0
shrinkage=0.1


Tree=690
num_leaves=31
num_cat=9
split_feature=11 13 8 12 10 13 12 12 14 12 14 12 12 14 12 12 13 12 12 12 12 13 12 5 12 12 13 8 12 14
split_gain=9067.47 103723 839297 119331 89166 1.2998e+06 955617 6.39891e+06 794918 628734 1.12365e+06 696156 1.22046e+06 580872 878937 498893 431080 209418 189539 210470 181209 159854 364943 1.15396e+06 2.51553e+06 9.62954e+06 758095 4.16202e+06 2.33553e+07 1.78275e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 1 6.5000000000000009 5.5000000000000009 2 8.5000000000000018 3 12.500000000000002 14.500000000000002 4 11.500000000000002 10.500000000000002 5 7.5000000000000009 10.500000000000002 17.500000000000004 13.500000000000002 6 11.500000000000002 1.0000000180025095e-35 8.5000000000000018 6.5000000000000009 7 1.0000000180025095e-35 13.500000000000002 8
decision_type=2 9 2 2 2 9 2 2 1 2 1 2 2 1 2 2 9 2 2 2 2 9 2 2 2 2 9 2 2 1
left_child=1 2 3 -1 21 6 7 8 -6 16 18 15 20 -8 -15 -12 17 -7 -11 -20 -13 -3 23 -23 25 -25 27 29 -29 -24
right_child=-2 4 -4 -5 5 9 13 -9 -10 10 11 12 -14 14 -16 -17 -18 -19 19 -21 -22 22 26 24 -26 -27 -28 28 -30 -31
leaf_value=-2.4306667540376234 -0.0049109257427229379 -0.15943030684208168 15.647256486756461 3.5098580316536956 -10.295435861860003 -5.643511500121293 -2.5365526627877664 61.672831864790489 9.0520803486859354 0.88130597420807555 4.7100059368610383 19.323417837917805 0.55552308053681354 -1.3919985198974612 24.282946888605753 -2.6700293800534585 -1.6812044098462207 -16.35022654056549 -2.9563194094223024 2.4666326115652919 10.986895890669389 0.25051152756174111 -1.7686024285627338 -0.94802870307213238 -2.5141129089939982 63.492632178104287 -0.36367232262939692 96.581800405795761 -37.453950691223149 4.1408313130466352
leaf_weight=557 574056 26223 28 36 35 211 116 22 54 232 200 64 99 30 24 169 1477 20 679 80 44 49151 1123 78 124 33 22060 26 26 936
leaf_count=557 574056 26223 28 36 35 211 116 22 54 232 200 64 99 30 24 169 1477 20 679 80 44 49151 1123 78 124 33 22060 26 26 936
internal_value=0 0.0271856 -1.25104 -2.07003 0.0349848 -0.457068 5.95211 13.3809 1.44351 -1.02204 0.421403 3.93383 8.57545 1.45171 10.0191 1.32999 -2.3523 -6.29786 -1.62013 -2.38473 15.9271 0.0525243 0.12809 0.283936 7.27473 18.21 -0.19028 1.61575 29.5639 0.917765
internal_weight=0 103957 621 593 103336 3556 281 111 89 3275 1567 576 207 170 54 369 1708 231 991 759 108 99780 73557 49386 235 111 24171 2111 52 2059
internal_count=678013 103957 621 593 103336 3556 281 111 89 3275 1567 576 207 170 54 369 1708 231 991 759 108 99780 73557 49386 235 111 24171 2111 52 2059
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=128 3145792 2 2 2 71713 3851074 6144 2
is_linear=0
shrinkage=0.1


Tree=691
num_leaves=31
num_cat=10
split_feature=12 13 11 8 12 13 6 12 13 7 11 14 10 11 12 4 12 7 13 12 14 14 1 13 13 13 12 9 12 12
split_gain=11939.5 198421 280437 580942 613625 364675 471116 936507 3.07603e+06 8.92979e+06 6.44306e+06 1.30862e+07 447159 359871 1.06299e+06 526281 1.04327e+06 479551 918742 723229 699212 372399 499307 360460 349706 345917 873894 1.32935e+06 2.729e+06 625122
threshold=12.500000000000002 0 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 1 1.0000000180025095e-35 13.500000000000002 2 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 2.5000000000000004 14.500000000000002 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 4 13.500000000000002 5 6 1.0000000180025095e-35 7 8 9 16.500000000000004 1.0000000180025095e-35 18.500000000000004 17.500000000000004
decision_type=2 9 2 2 2 9 2 2 9 2 2 1 2 2 2 2 2 2 9 2 1 1 2 9 9 9 2 2 2 2
left_child=-1 2 3 5 -5 12 7 8 9 10 11 -7 -2 14 17 21 -17 -4 -19 -20 -21 23 25 -16 -10 29 -27 -28 -29 -23
right_child=1 -3 13 4 -6 6 -8 -9 24 -11 -12 -13 -14 -15 15 16 -18 18 19 20 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.006373673898313394 -1.8995422320015352 0.10477094645849082 -1.7151586605565798 -5.249568688869477 10.585836573174367 -12.180612831115724 -0.68646936346249232 0.46572441599647751 1.822377917378448 61.084393541740646 -3.217411653619064 66.429776526557077 12.525004093213516 -0.054216260974769753 -2.2611372309122872 24.13073506531892 -0.019564967335395093 0.93194925669166784 -4.4616966056823726 -22.114274432054209 -2.793615503036059 5.3795920200306533 -3.4427818861874671 -0.027036311966446593 -4.1641831399029137 -1.838137031326178 2.1488034482382559 44.992048124833545 -6.0466733741760255 -2.2087395835090695
leaf_weight=550725 929 92105 3772 32 104 40 2039 3263 162 33 209 45 22 18277 988 27 53 134 100 67 26 461 220 2625 224 658 489 22 20 142
leaf_count=550725 929 92105 3772 32 104 40 2039 3263 162 33 209 45 22 18277 988 27 53 134 100 67 26 461 220 2625 224 658 489 22 20 142
internal_value=0 0.0276084 -0.174374 0.386969 6.85986 0.260596 0.548455 1.18314 4.46633 11.4109 6.22339 29.4367 -1.54956 -0.316406 -0.805192 0.0774301 8.13116 -2.03363 -5.70722 -9.85448 -16.7128 -0.0371119 1.05323 -0.6443 -1.66912 1.6052 0.592296 3.61517 20.6879 3.53401
internal_weight=0 127288 35183 7102 136 6966 6015 3976 713 327 294 85 951 28081 9804 5705 80 4099 327 193 93 5625 2012 3613 386 1792 1189 531 42 603
internal_count=678013 127288 35183 7102 136 6966 6015 3976 713 327 294 85 951 28081 9804 5705 80 4099 327 193 93 5625 2012 3613 386 1792 1189 531 42 603
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=641409 32769 2048 2 540672 2 2 16768 589824 16513
is_linear=0
shrinkage=0.1


Tree=692
num_leaves=31
num_cat=14
split_feature=13 12 8 9 14 11 11 13 11 11 14 11 12 7 13 14 14 13 11 11 11 11 13 11 13 8 13 14 13 13
split_gain=11930.9 88257.6 452393 445144 788766 545775 997829 355620 1.18895e+06 851921 348007 844868 163168 1.04529e+06 2.89707e+06 1.37384e+06 1.21154e+06 1.05047e+06 1.22676e+06 3.2599e+06 1.17558e+06 812208 825872 2.3928e+06 625007 1.08385e+06 1.15598e+06 707469 1.2527e+06 847323
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1 2.5000000000000004 1.5000000000000002 2 2.5000000000000004 3.5000000000000004 3 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 4 5 6 7 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 8 3.5000000000000004 9 1.0000000180025095e-35 10 11 12 13
decision_type=9 2 2 2 1 2 2 9 2 2 1 2 2 2 9 1 1 9 2 2 2 2 9 2 9 2 9 1 9 9
left_child=1 2 3 -1 5 6 -5 8 -4 10 -9 -12 13 24 15 -15 -16 18 19 -18 -20 -19 23 -23 -3 27 -27 28 -26 -29
right_child=-2 12 7 4 -6 -7 -8 9 -10 -11 11 -13 -14 14 16 -17 17 21 20 -21 -22 22 -24 -25 25 26 -28 29 -30 -31
leaf_value=0.31199823287360373 0.016940899189522764 -1.5561609907544454 -2.4726255510630235 0.064337360325144297 0.53668333227569998 -0.35551905826646457 -15.31287536370127 0.25107463412146713 -27.552215410272282 7.5606435471392688 -1.7836998390282699 -13.194785842028532 -0.0025340004059652174 3.1839000323095088 -0.75096295840954519 -5.4941308814700287 0.91110938582757517 2.2004515802758373 -2.9654318444522811 23.608446047382969 11.081676399544495 -2.2048149240428003 15.461609536806742 25.183015060424808 -1.1042305156584997 5.536002414428328 -1.913187363734381 -1.5096144527181552 1.081090349289022 -0.0048298993997105914
leaf_weight=24477 257703 3988 89 67 407 98 114 233 24 94 247 88 360850 261 356 606 198 117 324 93 73 116 230 44 4177 628 307 7764 7015 7225
leaf_count=24477 257703 3988 89 67 407 98 114 233 24 94 247 88 360850 261 356 606 198 117 324 93 73 116 230 44 4177 628 307 7764 7015 7225
internal_value=0 -0.0103869 0.168293 0.241585 -2.2708 -6.3663 -9.62076 -2.21139 -7.16518 -1.23886 -2.71693 -4.78124 -0.022139 -0.233178 1.7696 -2.84885 4.34166 5.89513 3.18646 8.1649 -0.382462 9.32405 11.7002 5.01349 -0.388872 -0.216543 3.12887 -0.3361 0.265479 -0.785288
internal_weight=0 420310 25938 25163 686 279 181 775 113 662 568 335 394372 33522 2418 867 1551 1195 688 291 397 507 390 160 31104 27116 935 26181 11192 14989
internal_count=678013 420310 25938 25163 686 279 181 775 113 662 568 335 394372 33522 2418 867 1551 1195 688 291 397 507 390 160 31104 27116 935 26181 11192 14989
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=997492 2 4192 2 917568 2 2 48 2052 69664 131088 2 131136 532496
is_linear=0
shrinkage=0.1


Tree=693
num_leaves=31
num_cat=14
split_feature=13 12 12 9 11 11 14 0 13 6 7 0 13 10 0 13 14 11 14 7 11 13 8 13 14 13 14 13 11 13
split_gain=11414.7 84187.8 504642 1.62518e+06 1.62738e+06 2.6307e+06 1.13991e+07 1.93695e+07 8.9873e+06 3.78079e+06 3.62342e+06 2.59602e+06 2.39745e+06 2.08653e+06 1.73216e+06 1.85415e+06 6.90347e+06 1.43083e+07 2.88943e+06 1.15857e+06 1.07332e+06 3.80645e+06 948421 1.29645e+06 2.13096e+06 914332 909653 790645 723495 2.28004e+06
threshold=0 12.500000000000002 13.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 4 5 2.5000000000000004 6 1.0000000180025095e-35 2.5000000000000004 7 1.0000000180025095e-35 8 9 10 11 12 2.5000000000000004 13
decision_type=9 2 2 2 2 2 1 2 9 2 2 2 9 2 2 9 1 2 1 2 2 9 2 9 1 9 1 9 2 9
left_child=1 -1 3 4 5 11 7 8 9 10 13 19 26 -7 28 16 -16 -18 20 22 21 -17 23 24 -3 -22 -13 -8 29 -6
right_child=-2 2 -4 -5 14 6 27 -9 -10 -11 -12 12 -14 -15 15 18 17 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.044397935614982231 0.01157404613656431 -1.7366811779310121 -0.057384229134001777 -3.4585218836490372 -4.0413716430597209 0.78808597900249344 3.9046814396123217 -5.1803167304822377 0.7802892922119774 33.257612100728352 36.788840853978719 2.8922494246258914 -4.8184427808312815 26.622367356040264 -6.4978633008104696 11.419410073975506 85.563112115859994 0.57516018794133117 -2.7967168507283158 4.8211449620367475 -0.88111320390968462 -1.7098150497317004 -12.052117497870263 -2.5105854809678343 21.723324108710056 7.4913386645771212 8.3121899196079791 -3.8385837345644589 0.049277710083876623 2.5718995211074049
leaf_weight=227575 378260 106 56914 931 1987 108 147 448 183 375 63 609 262 44 94 536 32 52 1091 261 579 373 94 1956 61 158 630 923 2461 700
leaf_count=227575 378260 106 56914 931 1987 108 147 448 183 375 63 609 262 44 94 536 32 52 1091 261 579 373 94 1956 61 158 630 923 2461 700
internal_value=0 -0.0145517 0.0795506 0.590132 0.853112 2.06146 4.76091 11.3641 20.9526 26.743 16.6242 0.507184 3.7891 8.26643 -0.0865285 1.86128 11.4741 32.9515 1.18984 -1.48077 3.83943 6.13877 -2.22268 -1.78746 6.44652 1.00349 5.60293 -2.77417 -1.18945 -2.32399
internal_weight=0 299753 72178 15264 14333 6270 2291 1221 773 590 215 3979 1501 152 8063 2915 178 84 2737 2478 1646 909 2217 2123 167 737 1239 1070 5148 2687
internal_count=678013 299753 72178 15264 14333 6270 2291 1221 773 590 215 3979 1501 152 8063 2915 178 84 2737 2478 1646 909 2217 2123 167 737 1239 1070 5148 2687
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=342132 2 264240 2064 8192 2 2 16 4160 2 2068 2 4096 272400
is_linear=0
shrinkage=0.1


Tree=694
num_leaves=31
num_cat=12
split_feature=13 12 8 9 14 13 11 11 13 3 12 12 13 12 11 11 14 13 11 13 12 14 12 14 12 12 13 12 12 13
split_gain=9854.86 65095.2 364728 233714 880386 442054 813754 1.2167e+06 222920 177048 1.28225e+06 1.2353e+06 1.14633e+06 1.45631e+06 1.50109e+06 1.59561e+06 2.96386e+06 1.67627e+06 1.44358e+06 3.3531e+06 2.30064e+07 1.00611e+08 4.81454e+06 1.82088e+06 1.08547e+06 1.04343e+06 1.0241e+06 2.26946e+06 5.88068e+06 773546
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1 2 2.5000000000000004 1.5000000000000002 3 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 4 6.5000000000000009 4.5000000000000009 3.5000000000000004 5 6 1.5000000000000002 7 10.500000000000002 8 14.500000000000002 9 7.5000000000000009 9.5000000000000018 10 10.500000000000002 14.500000000000002 11
decision_type=9 2 2 2 1 9 2 2 9 2 2 2 9 2 2 2 1 9 2 9 2 1 2 1 2 2 9 2 2 9
left_child=1 2 3 -1 5 6 7 -5 -4 -3 11 -11 13 14 15 17 -17 -12 26 20 23 22 -22 25 -25 -20 -15 -28 -29 -13
right_child=-2 9 8 4 -6 -7 -8 -9 -10 10 12 29 -14 18 -16 16 -18 -19 19 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.21857424709205475 0.017213326101818756 0.0091155599544057459 -0.61349106095511696 -0.20730221339634489 1.2528864925713847 -1.6610686248773103 3.3677986698765907 -23.396451377868654 -4.0556626812616985 -0.23277690171052151 -2.1765181095110449 0.49715884628503226 0.018351212628787483 0.22957449122927245 -2.5943096220208126 15.944638737501705 -3.2147919414199402 8.8578334939388821 -3.9765255914218187 0.65947188923591882 -60.779251155853274 232.89328095809276 5.0469150161743173 0.82513636298801585 -25.189316069405038 17.427056335000429 -3.1107812302112579 -67.136548007618302 -1.5121892770131431 -2.8298469991049746
leaf_weight=31641 223717 354322 499 35 417 144 31 64 305 51926 287 910 6800 256 209 329 107 252 69 2272 20 23 25 23 53 34 150 22 36 3035
leaf_count=31641 223717 354322 499 35 417 144 31 64 305 51926 287 910 6800 256 209 329 107 252 69 2272 20 23 25 23 53 34 150 22 36 3035
internal_value=0 -0.00842663 0.126525 0.178842 -1.64049 -6.04391 -10.0016 -15.1983 -1.97736 -0.0190445 -0.168327 -0.362382 0.820282 2.12379 5.09622 6.74475 11.2427 3.10636 0.951103 1.89525 12.7207 62.752 -24.2092 -5.57495 -17.3165 3.08873 -4.17455 -9.16541 -26.4042 -2.06831
internal_weight=0 454296 33136 32332 691 274 130 99 804 421160 66838 55871 10967 4167 1184 975 436 539 2983 2519 247 68 45 179 76 103 464 208 58 3945
internal_count=678013 454296 33136 32332 691 274 130 99 804 421160 66838 55871 10967 4167 1184 975 436 539 2983 2519 247 68 45 179 76 103 464 208 58 3945
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=473205 2 4112 10261 4133 2 1 32 2 2 4100 342048
is_linear=0
shrinkage=0.1


Tree=695
num_leaves=31
num_cat=14
split_feature=13 12 12 9 11 11 14 0 13 6 7 0 13 10 0 13 14 11 14 7 11 13 8 13 14 13 14 13 13 11
split_gain=10703.1 63843.9 406848 1.31358e+06 1.33605e+06 2.13604e+06 9.24991e+06 1.57136e+07 7.29148e+06 3.03696e+06 2.91481e+06 2.09608e+06 1.94941e+06 1.67208e+06 1.42791e+06 1.49991e+06 5.59181e+06 1.15897e+07 2.34821e+06 937001 870033 3.09652e+06 769066 1.04862e+06 1.72599e+06 749694 736820 645839 617009 937914
threshold=0 12.500000000000002 13.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 4 5 2.5000000000000004 6 1.0000000180025095e-35 2.5000000000000004 7 1.0000000180025095e-35 8 9 10 11 12 13 3.5000000000000004
decision_type=9 2 2 2 2 2 1 2 9 2 2 2 9 2 2 9 1 2 1 2 2 9 2 9 1 9 1 9 9 2
left_child=1 -1 3 4 5 11 7 8 9 10 13 19 26 -7 -6 16 -16 -18 20 22 21 -17 23 24 -3 -22 -13 -8 29 -20
right_child=-2 2 -4 -5 14 6 27 -9 -10 -11 -12 12 -14 -15 15 18 17 -19 28 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.04007614572904411 0.011213318960360456 -1.5641326175545747 -0.055090271036484298 -3.1135811707995251 -1.0900384945596664 0.83262413342793795 3.538089897374439 -4.663197078449385 0.70463950003984677 29.930953079223634 33.109046569703118 2.6021119041004401 -4.3551913738250736 23.959216880798341 -5.8489884417107767 10.297481439052484 77.005882263183594 0.51673270005446215 -0.96791115945844508 4.3381189192848648 -0.79539444347391308 -1.544185519903198 -10.847817554879697 -2.2549173810787404 19.549357461147622 6.7859387562388465 7.4800624593098961 -3.4597532766041645 -3.7750884351674578 15.003550593058268
leaf_weight=227575 378260 106 56914 931 5148 108 147 448 183 375 63 609 262 44 94 536 32 52 201 261 579 373 94 1956 61 158 630 923 845 45
leaf_count=227575 378260 106 56914 931 5148 108 147 448 183 375 63 609 262 44 94 536 32 52 201 261 579 373 94 1956 61 158 630 923 845 45
internal_value=0 -0.014085 0.0678625 0.526309 0.762738 1.8576 4.29006 10.2383 18.8746 24.0902 15.0233 0.457053 3.40607 7.52716 -0.0886523 1.67983 10.3258 29.6555 1.07589 -1.32926 3.46449 5.53466 -1.99646 -1.60455 5.80064 0.911195 5.04173 -2.49764 -2.51796 1.87738
internal_weight=0 299753 72178 15264 14333 6270 2291 1221 773 590 215 3979 1501 152 8063 2915 178 84 2737 2478 1646 909 2217 2123 167 737 1239 1070 1091 246
internal_count=678013 299753 72178 15264 14333 6270 2291 1221 773 590 215 3979 1501 152 8063 2915 178 84 2737 2478 1646 909 2217 2123 167 737 1239 1070 1091 246
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=342132 2 264240 2064 8192 2 2 16 4160 2 2068 2 4096 4192
is_linear=0
shrinkage=0.1


Tree=696
num_leaves=31
num_cat=7
split_feature=0 13 11 14 13 12 12 12 12 12 12 13 12 12 12 12 12 12 12 12 14 13 11 12 12 12 13 11 12 12
split_gain=9694.27 125802 519766 506353 1.68513e+06 5.85161e+06 7.96665e+06 730671 3.74454e+06 608526 540018 482593 907523 805641 3.69509e+06 861901 625579 439672 266615 576440 217222 1.79119e+06 2.6051e+07 8.22213e+07 2.70799e+08 7.32144e+06 1.54719e+06 4.75987e+06 6.70241e+06 2.72262e+07
threshold=1.0000000180025095e-35 0 3.5000000000000004 1 2 8.5000000000000018 3.5000000000000004 11.500000000000002 12.500000000000002 11.500000000000002 12.500000000000002 3 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 2.5000000000000004 7.5000000000000009 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 4 5 2.5000000000000004 6.5000000000000009 9.5000000000000018 4.5000000000000009 6 2.5000000000000004 8.5000000000000018 5.5000000000000009
decision_type=2 9 2 1 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 9 2 2 2 2 9 2 2 2
left_child=-1 2 20 9 5 6 -5 17 -9 11 -11 13 -13 15 -15 18 -16 -6 19 -4 26 22 -22 25 -25 -24 27 -2 29 -29
right_child=1 -3 3 4 7 -7 -8 8 -10 10 -12 12 -14 14 16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0067533655769874204 0.55043910598754886 0.014470046932651585 4.7748308101813945 -1.782877790927887 0.82235630259463199 4.8271388080384998 -86.121944264003218 17.841407942234124 -0.93618477890568408 -4.9004536225093354 0.28499256139845275 15.127648061513902 -2.3352934363870061 16.062401808607635 -0.35482658489175822 -5.9661446404211302 3.682389596500228 -2.0998910929352297 4.5016239960988367 -2.7543206053513747 -1.8674202830074815 -0.91699115700774136 -7.4070119528934875 402.88674668021827 -13.050575645602478 -73.079822667439785 -0.58410992849140497 2.7056733703613283 -3.4110776429888845 -135.79375901655717
leaf_weight=515277 300 139696 167 24 847 72 21 133 527 241 1205 32 425 211 667 194 904 1313 216 260 1191 5905 58 23 49 24 7882 40 87 22
leaf_count=515277 300 139696 167 24 847 72 21 133 527 241 1205 32 425 211 667 194 904 1313 216 260 1191 5905 58 23 49 24 7882 40 87 22
internal_value=0 -0.0212438 -0.237687 0.448677 -0.573674 -11.8409 -41.1411 -0.063987 2.84778 1.11268 -0.579248 1.90805 -1.08868 2.42585 3.63714 -0.124024 1.96831 -0.953991 1.63861 0.190336 -0.566419 -0.166166 3.11387 41.8402 119.818 -26.6283 -0.914736 -6.55962 -21.3154 -46.4393
internal_weight=0 162736 23040 7459 2937 117 45 2820 660 4522 1446 3076 457 2619 1782 837 1571 2160 643 427 15581 7250 1345 154 72 82 8331 449 149 62
internal_count=678013 162736 23040 7459 2937 117 45 2820 660 4522 1446 3076 457 2619 1782 837 1571 2160 643 427 15581 7250 1345 154 72 82 8331 449 149 62
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1311052 2 4 1048580 2 68 4
is_linear=0
shrinkage=0.1


Tree=697
num_leaves=31
num_cat=13
split_feature=13 12 12 9 11 11 14 0 13 6 7 0 13 10 0 13 14 11 14 7 11 13 13 8 13 14 14 11 13 3
split_gain=9504.5 47904.7 317972 1.05652e+06 1.03882e+06 1.62413e+06 7.22867e+06 1.24675e+07 5.83179e+06 2.25417e+06 2.2899e+06 1.78699e+06 1.72026e+06 1.5456e+06 1.16873e+06 1.20926e+06 4.52937e+06 9.38769e+06 1.9059e+06 775460 712141 2.49989e+06 669516 615806 873122 580630 579740 554569 1.86532e+06 4.57285e+06
threshold=0 12.500000000000002 13.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 4 5 2.5000000000000004 6 1.0000000180025095e-35 2.5000000000000004 7 8 1.0000000180025095e-35 9 10 11 2.5000000000000004 12 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 1 2 9 2 2 2 9 2 2 9 1 2 1 2 2 9 9 2 9 1 1 2 9 2
left_child=1 -1 3 4 5 11 7 8 9 10 13 19 26 -7 27 16 -16 -18 20 23 21 -17 -22 24 -3 -25 -13 28 -6 -30
right_child=-2 2 -4 -5 14 6 -8 -9 -10 -11 -12 12 -14 -15 15 18 17 -19 -20 -21 22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.036340865698410163 0.010402041112434729 3.5246472558309869 -0.051547580889617445 -2.8067258455478132 -3.536143290392106 0.74868633040675414 -2.2431972458409861 -4.2352147630743078 0.63718632959948929 26.744026972104429 29.797470160893035 2.3908540073517832 -5.1471482799899198 23.356457519531251 -5.2655366471473215 9.2851782494848916 69.303852176666268 0.46361233637883115 -2.2573804530150752 3.9308233624238236 -2.0113839304835577 -1.3811106922751979 3.951215455918339 -16.527950682463469 -2.3048559114476386 -0.63198744475841528 6.6716170012766369 0.10595484566030045 0.89532924194541108 43.634473123917218
leaf_weight=222892 383547 291 56419 927 1977 108 1059 444 183 365 63 620 207 42 94 536 32 52 1088 260 389 370 348 54 1807 40 646 2453 674 26
leaf_count=222892 383547 291 56419 927 1977 108 1059 444 183 365 63 620 207 42 94 536 32 52 1088 260 389 370 348 54 1807 40 646 2453 674 26
internal_value=0 -0.0134843 0.0576924 0.464371 0.677493 1.65134 3.78429 9.08148 16.851 21.5997 13.7985 0.421015 3.17397 7.07886 -0.0722406 1.52895 9.29187 26.6885 0.985351 -1.23278 3.1387 5.01643 0.830384 -1.84525 -1.49047 -9.76371 4.53934 -0.980207 -1.97548 2.44781
internal_weight=0 294466 71574 15155 14228 6189 2264 1205 761 578 213 3925 1473 150 8039 2909 178 84 2731 2452 1643 906 737 2192 2098 94 1266 5130 2677 700
internal_count=678013 294466 71574 15155 14228 6189 2264 1205 761 578 213 3925 1473 150 8039 2909 178 84 2731 2452 1643 906 737 2192 2098 94 1266 5130 2677 700
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=79988 2 2096 67600 8192 2 2 16 16 12352 2 2 10256
is_linear=0
shrinkage=0.1


Tree=698
num_leaves=31
num_cat=16
split_feature=0 12 12 13 11 14 13 11 13 11 14 14 13 11 11 13 11 11 13 13 11 13 11 13 11 14 13 13 11 14
split_gain=9841.57 109865 401249 658083 1.17796e+06 3.50631e+06 841801 1.81174e+06 1.59692e+06 2.64206e+06 3.88822e+06 678964 1.18147e+06 2.47804e+06 6.78779e+06 425436 393256 355053 339208 328349 305782 942387 724888 572975 463487 1.23587e+06 1.31518e+06 1.274e+06 826947 549603
threshold=1.0000000180025095e-35 13.500000000000002 12.500000000000002 0 1.0000000180025095e-35 1 2 2.5000000000000004 3 3.5000000000000004 4 5 6 2.5000000000000004 1.5000000000000002 7 2.5000000000000004 4.5000000000000009 8 9 2.5000000000000004 10 3.5000000000000004 11 1.5000000000000002 12 13 14 1.0000000180025095e-35 15
decision_type=2 2 2 9 2 1 9 2 9 2 1 1 9 2 2 9 2 2 9 9 2 9 2 9 2 1 9 9 2 1
left_child=-1 2 -2 4 5 -4 7 -6 9 10 -9 18 13 14 -13 20 -14 -17 -8 -3 23 -22 -23 24 28 26 -26 -27 -5 -30
right_child=1 19 3 15 6 -7 11 8 -10 -11 -12 12 16 -15 -16 17 -18 -19 -20 -21 21 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.0068003567899222713 -0.026754428443597569 -0.40500180526988117 -4.4824779427569847 2.1407026042501669 -4.0081145077300588 22.317988104086655 -2.8155537815093994 40.202204534357243 0.33408624414059762 -11.086272325186895 -2.4342810712541851 -2.7600114464759828 -2.5620281460641445 0.4172507652869592 62.373460578918461 -1.9393697747621876 8.0683311593943632 4.1092395710495282 3.8915148818187228 0.22208037277008053 -1.1692253356066804 2.0463280494966654 13.68749472643878 -1.2734414915567047 8.3736518384772776 7.7615455295728601 -0.84769116438828507 -3.3770043615084973 -5.3394305870181231 0.91175575110190676
leaf_weight=515277 117784 22814 92 1267 556 104 115 55 268 29 35 32 87 52 32 1149 58 106 185 13161 1856 193 74 789 536 128 221 392 305 261
leaf_count=515277 117784 22814 92 1267 556 104 115 55 268 29 35 32 87 52 32 1149 58 106 185 13161 1856 193 74 789 536 128 221 392 305 261
internal_value=0 -0.0214087 0.0223631 0.666817 2.43202 9.73818 1.49606 -0.347551 4.90257 13.9877 23.6213 4.52066 8.33101 15.3121 29.8067 0.250755 1.58108 -1.4172 1.35634 -0.175643 0.600134 -0.364559 5.08237 1.12695 1.73444 3.20261 5.78097 -0.550889 0.721065 -2.45682
internal_weight=0 162736 126761 8977 1700 196 1504 943 387 119 90 561 261 116 64 7277 145 1255 300 35975 6022 2123 267 3899 3110 1277 757 520 1833 566
internal_count=678013 162736 126761 8977 1700 196 1504 943 387 119 90 561 261 116 64 7277 145 1255 300 35975 6022 2123 267 3899 3110 1277 757 520 1833 566
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=567336 2 526336 524288 2 2 8192 1184080 8192 1575380 1179664 131088 2 16 131072 2
is_linear=0
shrinkage=0.1


Tree=699
num_leaves=31
num_cat=7
split_feature=12 11 13 9 12 12 13 9 12 1 12 11 14 14 8 11 14 12 11 6 0 7 12 12 1 14 11 11 9 14
split_gain=10601.9 97919.2 369690 645009 3.74842e+06 483307 360306 475687 354538 892431 1.698e+07 8.27734e+07 3.37007e+07 9.11783e+06 751253 680066 665992 705335 1.89474e+06 815374 2.35249e+06 2.89125e+06 655492 607343 573641 6.20304e+06 1.60065e+07 2.08337e+06 410432 2.93704e+06
threshold=15.500000000000002 2.5000000000000004 0 1.0000000180025095e-35 16.500000000000004 17.500000000000004 1 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 18.500000000000004 3.5000000000000004 2 3 1.0000000180025095e-35 3.5000000000000004 4 18.500000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 23.500000000000004 1.0000000180025095e-35 5 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 6
decision_type=2 2 9 2 2 2 9 2 2 2 2 2 1 1 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 1
left_child=-1 2 3 -2 -5 -6 8 -8 14 16 11 12 -11 -12 24 -15 17 18 -10 20 21 -20 -18 -17 28 26 -26 -27 -3 -30
right_child=1 6 -4 4 5 -7 7 -9 9 10 13 -13 -14 15 -16 23 22 -19 19 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.0035509870185608675 0.94374928002935343 -1.927106469782375 0.052627508527745705 34.149377558781552 -13.232267050743104 2.1890779351431227 0.28165711943606286 -2.0348149156419697 0.79222366906400787 -114.40155075736669 -55.555865890915335 206.7874211398038 60.813872491745727 -6.669097607869368 5.9073762926999045 16.338199160649225 6.906613894706763 -0.099365282749553044 -38.176461882669422 -2.2540151035785678 -3.3666035713033473 1.1275843584979022 -0.12405211798705383 -4.7553980509440104 13.788109329223634 -4.6340284849468025 -106.23616409301758 22.81590042114258 13.396804753277037 -12.900059074674335
leaf_weight=626294 2358 2323 29476 39 30 63 13455 949 321 23 37 22 21 52 127 39 207 1168 61 80 94 27 369 21 25 95 20 39 108 70
leaf_count=626294 2358 2323 29476 39 30 63 13455 949 321 23 37 22 21 52 127 39 207 1168 61 80 94 27 369 21 25 95 20 39 108 70
internal_value=0 0.0435571 0.151721 1.31925 8.12704 -2.78555 -0.131483 0.128948 -0.831467 0.0224952 6.18672 48.4118 -30.776 -12.517 -1.60777 1.70119 -0.54704 -1.51734 -4.35814 -10.6683 -14.3669 -26.1173 2.40259 8.95544 -1.9639 -7.43259 -39.556 3.35513 -1.5725 3.05534
internal_weight=0 51719 31966 2490 132 93 19753 14404 5349 2542 215 66 44 149 2807 112 2327 1751 583 262 182 88 576 60 2680 179 45 134 2501 178
internal_count=678013 51719 31966 2490 132 93 19753 14404 5349 2542 215 66 44 149 2807 112 2327 1751 583 262 182 88 576 60 2680 179 45 134 2501 178
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1049288 1872480 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=700
num_leaves=31
num_cat=8
split_feature=13 12 9 13 14 12 11 14 14 4 12 12 11 11 13 14 12 11 12 11 11 11 11 11 11 11 1 13 12 12
split_gain=9069.9 75637.3 763757 2.5637e+06 1.24069e+07 844769 4.49966e+06 9.55722e+06 858495 631779 1.04128e+06 742887 2.25681e+06 1.46162e+06 513605 575283 778449 662517 500808 416186 1.42427e+06 692817 376607 338571 364982 318414 681406 1.91717e+06 6.15521e+06 7.03272e+06
threshold=0 2.5000000000000004 1.0000000180025095e-35 1 2 1.0000000180025095e-35 2.5000000000000004 3 4 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 3.5000000000000004 5 6 1.5000000000000002 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.5000000000000002 3.5000000000000004 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 7 6.5000000000000009 4.5000000000000009
decision_type=9 2 2 9 1 2 2 1 1 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2
left_child=-1 2 9 4 -4 6 7 -5 -8 -2 -11 12 19 -13 -7 16 -16 -18 -17 -12 -21 -22 -20 24 -24 26 -3 28 29 -28
right_child=1 25 3 5 -6 14 8 -9 -10 10 11 13 -14 -15 15 18 17 -19 22 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0072629726230530479 0.025838200002536837 0.22652955884052728 -2.8153203090616303 55.192774387116131 62.896939048767095 5.5675560017266585 -14.314430039959985 1.170754811057338 0.54179440882147822 -3.9511252583776209 31.187879042191941 -4.7598590248107913 -2.4919440723600843 13.822595047950745 -3.4545021275111609 -0.45292114253137633 0.98713086272132478 11.496199474539809 0.89375145218589092 -7.9194064426422122 31.281011011600494 12.996473818047102 -7.568449622392655 -3.1719946141828572 -18.908361696729472 -0.10071430240014721 11.026754760742188 0.067926167543711405 0.066250376267866659 86.479743503388917
leaf_weight=484814 66117 21006 102 47 40 114 74 108 82 140 22 125 84 64 210 204 169 93 44 20 40 43 64 57 51 103480 30 438 110 21
leaf_count=484814 66117 21006 102 47 40 114 74 108 82 140 22 125 84 64 210 204 169 93 44 20 40 43 64 57 51 103480 30 438 110 21
internal_value=0 0.0183595 0.103151 2.36648 14.6626 0.922368 5.48444 17.5516 -6.50539 0.0536098 3.46657 6.07582 10.1843 1.53261 -0.478806 -1.2994 1.08162 4.71745 -4.00615 18.7027 16.0359 21.8083 -7.36197 -9.4739 -12.5975 -0.0278118 0.321364 3.64707 12.5975 42.0956
internal_weight=0 193199 68114 1459 142 1317 311 155 156 66655 538 398 209 189 1006 892 472 262 420 125 103 83 216 172 115 125085 21605 599 161 51
internal_count=678013 193199 68114 1459 142 1317 311 155 156 66655 538 398 209 189 1006 892 472 262 420 125 103 83 216 172 115 125085 21605 599 161 51
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=735349 256 2 2 2 32776 2 1048576
is_linear=0
shrinkage=0.1


Tree=701
num_leaves=31
num_cat=8
split_feature=12 11 13 13 9 12 6 12 13 6 11 14 12 12 12 12 9 12 12 9 13 11 14 12 12 12 14 12 11 13
split_gain=9237.47 77204.1 354572 304444 1.27346e+06 1.79946e+06 281900 361061 223344 385189 2.39071e+06 2.21462e+06 4.81128e+06 1.5672e+07 1.38526e+06 1.2468e+06 310263 1.89137e+06 233926 214391 364183 543144 913232 1.64973e+06 3.03938e+06 398808 355627 546007 568953 315894
threshold=15.500000000000002 2.5000000000000004 0 1 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 17.500000000000004 2 1.0000000180025095e-35 3.5000000000000004 3 17.500000000000004 16.500000000000004 16.500000000000004 17.500000000000004 1.0000000180025095e-35 16.500000000000004 23.500000000000004 1.0000000180025095e-35 4 3.5000000000000004 5 17.500000000000004 16.500000000000004 17.500000000000004 6 16.500000000000004 3.5000000000000004 7
decision_type=2 2 9 9 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 9 2 1 2 2 2 1 2 2 9
left_child=-1 3 6 4 -2 -6 -3 -8 9 16 11 12 13 -11 -13 -16 18 -18 -4 29 21 -21 23 24 -23 26 27 -22 -29 -10
right_child=1 2 8 -5 5 -7 7 -9 19 10 -12 14 -14 -15 15 -17 17 -19 -20 20 25 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0033114712133244582 0.91157397744033097 -2.0465136553630354 -1.151855140095515 0.064686550690031194 32.044801568984987 -1.7605167012060843 -17.778965365502142 -1.2425189308498217 -0.74059251273723192 -6.5175250909267337 -19.329706261374735 14.740636117935182 -10.330655235714383 90.55263798154634 -32.289773941040039 1.7755004275928845 30.63586495139382 -5.1415055476294631 9.4072163614359763 -1.7669979522822599 -3.1411646012546255 -0.97961070412083684 -8.9809769279078449 -2.0207401852858697 39.285658367260083 -0.49027896950170624 0.01921582273257676 -4.0301010370254522 -18.293700158418115 0.20853986504502628
leaf_weight=626294 1576 121 453 30327 32 31 31 23 4822 39 33 25 36 29 21 22 22 45 22 353 147 38 38 76 37 337 93 48 67 12775
leaf_count=626294 1576 121 453 30327 32 31 31 23 4822 39 33 25 36 29 21 22 22 45 22 353 147 38 38 76 37 337 93 48 67 12775
internal_value=0 0.0406611 -0.114765 0.136704 1.45997 15.4104 -4.47218 -10.7357 -0.0734935 1.61075 5.32464 10.0548 19.2302 34.88 -3.97806 -14.861 0.235774 6.60629 -0.662803 -0.141125 -1.41537 0.539385 4.87561 8.3627 18.8846 -2.91212 -5.2932 -7.17891 -12.3402 -0.0518475
internal_weight=0 51719 19753 31966 1639 63 175 54 19578 747 205 172 104 68 68 43 542 67 475 18831 1234 542 189 151 75 692 355 262 115 17597
internal_count=678013 51719 19753 31966 1639 63 175 54 19578 747 205 172 104 68 68 43 542 67 475 18831 1234 542 189 151 75 692 355 262 115 17597
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=576 1049096 65796 2 1609744 2 2 1871904
is_linear=0
shrinkage=0.1


Tree=702
num_leaves=31
num_cat=7
split_feature=4 13 13 12 13 12 11 12 12 11 11 11 12 11 11 14 13 12 12 12 12 12 12 12 13 12 12 13 12 12
split_gain=9057.58 389169 221066 645012 815434 2.46338e+06 2.40059e+06 633166 851237 1.31329e+06 609137 958658 426502 391485 1.10413e+06 1.10047e+06 2.98618e+06 5.30096e+06 1.11938e+07 1.99012e+06 5.18324e+06 1.69358e+06 1.1144e+06 3.79743e+06 671992 1.72078e+06 2.13154e+06 617037 1.22681e+06 3.12839e+06
threshold=1.0000000180025095e-35 0 1 1.5000000000000002 2 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 3 4 11.500000000000002 9.5000000000000018 5.5000000000000009 4.5000000000000009 3.5000000000000004 7.5000000000000009 6.5000000000000009 5 10.500000000000002 13.500000000000002 6 10.500000000000002 13.500000000000002
decision_type=2 9 9 2 9 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 9 2 2 9 2 2
left_child=-1 -2 7 4 5 -4 10 -3 9 -9 -7 -12 -5 27 15 16 22 18 19 20 -18 -17 23 -15 25 -23 -27 28 -10 -30
right_child=1 2 3 12 -6 6 -8 8 13 -11 11 -13 -14 14 -16 21 17 -19 -20 -21 -22 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0016009019531808642 -2.7487350982938494 -3.5497719912249366 -4.2836437894747812 -3.6556225060259253 -0.12243984923022971 15.972090174357099 1.1338643043271956 -1.9622682774861655 0.32889837572971981 15.698585303624473 49.057259418653409 21.503933334350588 -0.34352025743074571 -4.5972359352111818 -0.4578509445058554 21.077582148501747 -5.1460923830668133 -4.8935167783644147 72.877738815698862 0.14001724650894387 62.052855578335851 1.0464932447160995 -4.702131603878053 46.960478897094731 2.7973704374649309 -40.181427882267883 -5.3309892982244493 0.32721376204758545 -46.268894354502365 -1.3858111489902845
leaf_weight=665835 515 324 104 412 397 30 62 75 96 96 23 28 6901 50 1487 38 24 82 39 69 22 175 183 20 254 26 54 524 24 44
leaf_count=665835 515 324 104 412 397 30 62 75 96 96 23 28 6901 50 1487 38 24 82 39 69 22 175 183 20 254 26 54 524 24 44
internal_value=0 -0.0854261 0.0345042 -0.262607 2.77105 7.13771 15.9433 0.67141 1.07779 7.9526 27.2789 33.9299 -0.530118 0.711676 1.28827 3.79454 7.24159 15.0093 26.5815 10.881 26.9925 0.712979 -0.574686 10.1335 -0.807364 -4.33756 -16.6574 -1.40279 -6.55089 -17.2269
internal_weight=0 12178 11663 7957 644 247 143 3706 3382 171 81 51 7313 3211 2523 1036 489 236 154 115 46 547 253 70 509 255 80 688 164 68
internal_count=678013 12178 11663 7957 644 247 143 3706 3382 171 81 51 7313 3211 2523 1036 489 236 154 115 46 547 253 70 509 255 80 688 164 68
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2097226 471680 1064960 2 139264 4224 4096
is_linear=0
shrinkage=0.1


Tree=703
num_leaves=31
num_cat=11
split_feature=12 12 13 6 11 13 14 13 11 14 0 11 11 11 11 0 14 2 7 13 11 11 14 13 9 14 11 11 13 11
split_gain=8025.38 74622 504266 430536 669177 488888 789965 343938 883096 829547 987343 2.69699e+06 682708 309886 297584 893716 553455 366377 330230 420914 353485 763905 1.96431e+06 336107 560216 502962 325797 280253 276469 444088
threshold=15.500000000000002 16.500000000000004 0 1.0000000180025095e-35 1.5000000000000002 1 2 3 3.5000000000000004 4 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 1.0000000180025095e-35 6 1.5000000000000002 2.5000000000000004 7 8 1.0000000180025095e-35 9 3.5000000000000004 2.5000000000000004 10 1.0000000180025095e-35
decision_type=2 2 9 2 2 9 1 9 2 1 2 2 2 2 2 2 1 2 2 9 2 2 1 9 2 1 2 2 9 2
left_child=-1 2 3 7 28 -6 -7 8 9 10 12 -12 13 -2 15 17 -17 -9 23 20 -20 22 -22 24 27 -26 -23 -16 -5 -30
right_child=1 -3 -4 4 5 6 -8 14 -10 -11 11 -13 -14 -15 18 16 -18 -19 19 -21 21 26 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0030920398012398236 1.6290458153795315 -0.039835033360691906 -0.37253739382714512 -0.43411002473698723 -0.12494207733836254 6.1965946472583182 0.74339658893071692 -2.7630608972596247 -0.53648453085428105 -3.9983571083922138 0.0064165751139322923 31.061855036636878 -6.7199286312527127 16.074729329889472 2.9061538382306127 4.887220474269518 -1.0047976456988941 7.6898726079199058 -4.0614129217047443 -2.7901307691962032 23.650602595011392 -4.2885838344179348 -8.0469062805175788 -1.467382693076287 17.276440781813402 -1.9191424415225076 6.7866696727519127 -2.6206502521815511 -0.028371667349210351 11.121440826613329
leaf_weight=626294 27 36454 7354 1142 348 735 416 489 427 57 54 58 45 33 183 579 220 36 38 108 60 58 29 2325 39 21 49 184 93 58
leaf_count=626294 27 36454 7354 1142 348 735 416 489 427 57 54 58 45 33 183 579 220 36 38 108 60 58 29 2325 39 21 49 184 93 58
internal_value=0 0.0378942 0.223518 0.777094 1.77698 3.21482 4.18928 0.233254 2.27426 6.73752 9.55755 16.0887 2.59099 9.57417 -0.0955224 1.15887 3.26489 -2.04629 -0.632617 2.298 4.57029 6.47696 13.3222 -0.996814 1.56317 10.558 0.783261 0.135222 0.110062 3.99009
internal_weight=0 51719 15265 7911 2792 1499 1151 5119 701 274 217 112 105 60 4418 1324 799 525 3094 342 234 196 89 2752 427 60 107 367 1293 151
internal_count=678013 51719 15265 7911 2792 1499 1151 5119 701 274 217 112 105 60 4418 1324 799 525 3094 342 234 196 89 2752 427 60 107 367 1293 151
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=271321 8265 2 262153 2 2 16 2 8448 2 262169
is_linear=0
shrinkage=0.1


Tree=704
num_leaves=31
num_cat=3
split_feature=13 14 5 11 12 12 12 11 8 12 12 13 12 12 11 11 8 12 12 11 12 12 12 12 9 11 12 11 9 11
split_gain=8973.66 87814 1.35025e+06 3.7758e+06 1.12419e+07 1.64887e+07 668193 515101 2.18923e+06 1.6882e+06 4.19374e+06 3.16066e+06 2.15202e+06 1.03847e+07 1.25028e+07 1.68206e+06 1.15794e+06 1.09947e+06 973010 887781 1.36908e+06 884542 1.96476e+06 1.41876e+06 1.68474e+06 1.78906e+06 2.41897e+06 6.57412e+06 1.30164e+06 1.27169e+06
threshold=0 1 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 5.5000000000000009 8.5000000000000018 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 2 11.500000000000002 12.500000000000002 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 17.500000000000004 3.5000000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002
decision_type=9 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 -4 -5 16 18 15 -11 12 19 14 -14 -10 21 -13 -9 20 -12 23 -23 28 -25 -26 -27 -28 -1 -30
right_child=-2 2 3 6 -6 -7 -8 8 9 10 11 17 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 25 26 27 -29 29 -31
leaf_value=-0.98211745866630928 0.0074261403534760925 -0.10378388176572628 8.7996064249674486 -8.963382455256097 -1.8314264149414865 124.33306390671504 2.0534026329423867 -0.70440480254994409 0.80275434634264775 27.829095153808595 20.319131189463093 -23.157020696779579 87.36418376498753 3.7578755828585941 -2.6560296800401475 -23.857927257258719 -1.873965687949728 -4.5958676062524324 1.7891172229728931 -3.953279972076416 2.3151237014072392 -2.2354763011872207 0.24741383852721111 1.1119155940781387 -2.0475281986323273 4.827062153737014 -12.363466444469635 34.923906201732407 0.89628156134576509 -24.82949970908787
leaf_weight=1893 479479 102964 30 86 95 21 153 23031 85 75 49 41 36 274 27 41 2606 144 1679 172 306 3408 49168 11454 176 301 42 98 33 46
leaf_count=1893 479479 102964 30 86 95 21 153 23031 85 75 49 41 36 274 27 41 2606 144 1679 172 306 3408 49168 11454 176 301 42 98 33 46
internal_value=0 -0.0178548 -0.0816814 5.82939 18.5 56.3722 -1.9108 0.0514444 -0.328431 3.75452 4.98496 3.35168 5.86631 12.1752 48.7841 -7.22175 0.193901 -8.26278 -0.534974 1.94327 4.80018 0.274792 0.0864718 0.979848 1.38611 6.47627 9.87806 20.7377 -1.50696 -14.0833
internal_weight=0 198534 103349 385 146 51 239 95185 25960 1250 1124 1049 864 337 63 126 69225 185 24710 527 355 66619 52576 14043 12071 617 441 140 1972 79
internal_count=678013 198534 103349 385 146 51 239 95185 25960 1250 1124 1049 864 337 63 126 69225 185 24710 527 355 66619 52576 14043 12071 617 441 140 1972 79
cat_boundaries=0 1 2 3
cat_threshold=8244 2 20
is_linear=0
shrinkage=0.1


Tree=705
num_leaves=31
num_cat=10
split_feature=12 13 1 14 6 13 12 1 14 11 12 13 12 11 11 12 11 11 12 6 13 2 14 11 2 13 11 11 14 14
split_gain=8751.62 143446 870203 149334 91630.3 84068.8 152639 308680 3.81858e+06 9.67548e+06 3.02775e+07 1.04068e+06 1.34032e+06 2.80809e+06 606960 266365 328879 206450 194430 270525 473186 469187 1.13653e+06 3.30503e+06 290568 236155 2.33315e+06 2.41872e+06 4.08581e+06 1.67552e+06
threshold=16.500000000000004 0 1.0000000180025095e-35 1 1.0000000180025095e-35 2 18.500000000000004 1.0000000180025095e-35 3 3.5000000000000004 17.500000000000004 4 17.500000000000004 3.5000000000000004 2.5000000000000004 17.500000000000004 2.5000000000000004 3.5000000000000004 17.500000000000004 1.0000000180025095e-35 5 1.0000000180025095e-35 6 1.0000000180025095e-35 1.0000000180025095e-35 7 3.5000000000000004 2.5000000000000004 8 9
decision_type=2 9 2 1 2 9 2 2 1 2 2 9 2 2 2 2 2 2 2 2 9 2 1 2 2 9 2 2 1 1
left_child=-1 2 3 -2 -5 -3 7 18 9 14 -11 12 17 -14 -9 -13 -17 -10 19 20 24 -22 23 -23 -7 -21 27 29 -29 -27
right_child=1 5 -4 4 -6 6 -8 8 11 10 -12 15 13 -15 -16 16 -18 -19 -20 25 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0027291808007958731 1.7164542634814393 0.1718883997878643 17.422242944890804 -4.9563475559674091 1.618935209560779 -1.634337450751594 0.094303449922551921 2.7874911632177968 7.7248126824696861 21.600087785720827 -135.90969238281249 1.777054913099422 4.501130785260882 50.094085554643115 -9.7990288416544615 -1.2626687291842789 -13.860789057413738 -1.2886050330268013 0.15829160798840483 -1.148062106049202 0.10363785069160261 42.252024902343749 -12.664891052246094 1.8676941466108663 -8.789791539510091 -24.648515495300295 -31.161775260136046 25.285298532152936 -18.150469765157411 3.0051530691293573
leaf_weight=641559 255 10367 33 67 31 1048 12034 106 48 26 23 129 35 22 60 67 30 54 5527 2354 3704 25 28 107 60 50 29 63 33 39
leaf_count=641559 255 10367 33 67 31 1048 12034 106 48 26 23 129 35 22 60 67 30 54 5527 2354 3704 25 28 107 60 50 29 63 33 39
internal_value=0 -0.0476409 1.84531 0.441381 -2.87641 -0.0683919 -0.165343 -0.394086 -2.61192 -13.2874 -52.3331 3.3497 9.2356 22.0984 -1.76185 -1.14908 -5.15899 2.953 -0.292249 -0.622506 -0.19203 0.331802 5.63454 9.51624 -2.00373 -1.45597 -4.57548 -0.655224 10.3543 -12.5306
internal_weight=0 36454 386 353 98 36068 25701 13667 600 215 49 385 159 57 166 226 97 102 13067 7540 4972 3864 160 132 1108 2568 214 185 96 89
internal_count=678013 36454 386 353 98 36068 25701 13667 600 215 49 385 159 57 166 226 97 102 13067 7540 4972 3864 160 132 1108 2568 214 185 96 89
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=518 2 1689672 2 131201 12289 2 143377 2 2
is_linear=0
shrinkage=0.1


Tree=706
num_leaves=31
num_cat=7
split_feature=12 12 13 12 12 11 11 0 11 14 11 0 0 9 0 14 0 0 11 11 14 13 12 12 13 11 1 11 13 11
split_gain=9517.19 59313.4 72147.3 399332 107442 74003.6 148092 89441.6 161397 60196.7 133581 59190.3 41352.1 39296.1 29039.7 26232 26196.4 22432.3 28462.8 20576.9 430086 32158.2 24337.8 19819.6 82215.3 416628 45182.2 75460.9 55817.4 65080.6
threshold=26.500000000000004 27.500000000000004 0 28.500000000000004 29.500000000000004 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 3 4 28.500000000000004 24.500000000000004 5 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 6 1.5000000000000002
decision_type=2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 1 9 2 2 9 2 2 2 9 2
left_child=23 9 3 -3 12 6 7 15 -9 17 16 -8 -5 19 -7 -6 -11 18 -2 21 22 -4 -21 -1 25 -25 28 -28 -26 -30
right_child=1 2 13 4 5 14 11 8 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=8.8336175996217846e-05 2.9514860804875696 9.4628712485233955 -0.15609642480756811 -1.3639842087222684 1.0310696193774542 5.0688854983512392 -0.87775868371475585 -2.1894506768746811 8.4741187787055967 0.20734917361561847 -10.053466133276622 -6.1882997294751618 -6.6656802075249821 -3.344404324179604 0.66677997762506669 -2.2227486455762708 -4.0701293185353284 -1.6997668537828661 -0.55645890407042931 1.4363476579839534 14.215948704310827 -1.5130192908065581 -1.6045806804070109 -1.0062205527279828 0.45939376576937241 12.366840466331034 0.063201795372308467 6.524361174447197 1.0339034971983538 -2.673110656627756
leaf_weight=674899 30 51 1060 31 75 47 43 22 40 41 24 41 28 42 22 37 22 108 101 33 21 201 130 74 457 34 51 28 69 151
leaf_count=674899 30 51 1060 31 75 47 43 22 40 41 24 41 28 42 22 37 22 108 101 33 21 201 130 74 457 34 51 28 69 151
internal_value=0 -0.205307 0.00603731 1.12083 0.0476831 0.756355 -0.0216223 1.64302 4.69027 -1.45263 -3.70488 -3.46981 -3.88004 -0.326918 3.66532 -0.0438525 -1.28637 -0.632772 0.246887 -0.241475 0.746407 -0.385623 -0.988933 0.000701092 0.479345 2.93231 0.0889581 2.35323 -0.173949 -1.44478
internal_weight=0 2250 1924 437 386 327 258 174 62 326 87 84 59 1487 69 112 63 239 131 1445 184 1261 163 675763 864 108 756 79 677 220
internal_count=678013 2250 1924 437 386 327 258 174 62 326 87 84 59 1487 69 112 63 239 131 1445 184 1261 163 675763 864 108 756 79 677 220
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=692288 2 2 2 272529 77824 1083409
is_linear=0
shrinkage=0.1


Tree=707
num_leaves=31
num_cat=9
split_feature=5 13 11 12 11 12 14 13 12 12 12 13 13 12 12 12 14 11 11 12 12 12 12 11 11 14 14 12 14 12
split_gain=8252.74 542276 9.6309e+06 735296 1.92449e+06 2.58838e+06 778940 320529 1.32726e+06 246779 241036 164136 120546 178790 103256 74345.7 407978 1.1857e+06 128674 78646.5 71502.5 70552.8 68403.5 85556.3 253723 316104 147204 143536 67414.8 219794
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 6.5000000000000009 1 2 7.5000000000000009 5.5000000000000009 7.5000000000000009 3 4 11.500000000000002 6.5000000000000009 1.5000000000000002 5 3.5000000000000004 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 2.5000000000000004 3.5000000000000004 6 7 3.5000000000000004 8 3.5000000000000004
decision_type=2 9 2 2 2 2 1 9 2 2 2 9 9 2 2 2 1 2 2 2 2 2 2 2 2 1 1 2 1 2
left_child=-1 2 -2 4 5 9 -7 10 11 21 14 22 13 -5 20 -4 18 -18 -17 -19 -6 -3 23 26 25 27 -9 -25 -22 -30
right_child=1 3 15 12 7 6 -8 8 -10 -11 -12 -13 -14 -15 -16 16 17 19 -20 -21 28 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00086885992322131313 70.997246093750007 -6.6076314009152926 3.6578694314372786 9.9251045661814086 3.4041574084758759 -16.43840648651123 -39.996731364727026 -6.4464636748366893 -16.755234016806394 -13.110476669311524 7.3955769905677222 -3.6769073671561028 0.27900721088636654 1.0217183891072201 -4.1788332636157675 8.0278029768555257 -26.477517127990723 5.0907699948265446 0.76397007401027384 -2.102981705340472 -1.0313053345098728 -0.62048420287944661 4.5005755484104162 17.648738136291506 -3.3307422037635535 -1.2579584519068401 0.71909916268873819 5.6680934131145477 6.2122877971331283 -2.4206691902259303
leaf_weight=673966 20 26 49 34 80 25 32 45 59 25 52 120 2334 67 48 27 22 21 252 55 205 81 39 20 56 36 79 20 60 58
leaf_count=673966 20 26 49 34 80 25 32 45 59 25 52 120 2334 67 48 27 22 21 252 55 205 81 39 20 56 36 79 20 60 58
internal_value=0 -0.142361 3.10787 -0.552014 -2.61854 -11.8554 -29.6641 -0.831677 -2.66485 -4.1653 0.930291 -0.725853 0.435278 3.65684 0.205476 -0.00647056 -0.482738 -6.0333 1.46692 -0.115235 0.727676 -2.07531 0.57957 0.00486926 1.77673 5.54013 -1.88131 11.6584 0.0647705 1.96897
internal_weight=0 4047 446 3601 1166 189 57 977 474 132 503 415 2435 101 451 426 377 98 279 76 403 107 295 256 132 76 124 40 323 118
internal_count=678013 4047 446 3601 1166 189 57 977 474 132 503 415 2435 101 451 426 377 98 279 76 403 107 295 256 132 76 124 40 323 118
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=33 2 1216512 540816 327944 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=708
num_leaves=31
num_cat=5
split_feature=12 13 14 12 13 3 12 12 13 11 11 12 12 6 11 11 9 0 11 1 7 11 4 11 11 0 11 11 13 12
split_gain=9117.33 105317 359559 617126 783659 1.72501e+06 1.16852e+07 5.05667e+07 2.59812e+06 2.07977e+06 1.84908e+06 784906 1.55425e+06 2.52872e+06 3.08658e+06 2.38037e+06 3.59355e+06 3.12861e+06 1.33663e+06 1.7573e+06 910205 826374 807950 801190 759381 750770 964155 1.18432e+06 880207 772098
threshold=9.5000000000000018 0 1 12.500000000000002 2 1.0000000180025095e-35 10.500000000000002 11.500000000000002 3 1.5000000000000002 2.5000000000000004 11.500000000000002 10.500000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 4 25.500000000000004
decision_type=2 9 1 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2
left_child=-1 -2 -3 4 5 11 8 -8 10 -9 -7 12 13 15 -15 23 17 -17 -13 -20 22 -16 -14 -4 -22 -5 -27 28 29 -28
right_child=1 2 3 25 -6 6 7 9 -10 -11 -12 18 20 14 21 16 -18 -19 19 -21 24 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0081575786581287568 -0.058030643640713697 -0.10684863868241606 1.729903677643799 -0.67341030350127229 -0.16417856743253015 1.8946488179658587 111.77375974655152 -2.2440841682255268 -11.405471044816311 -42.463506444295248 33.734105936686198 5.251398117534591 -2.1991763418339199 0.81747037035818326 15.560084231049373 -4.8196414209181269 29.951356835798784 11.409138096424572 -0.42742075561837356 19.112877686818443 0.36350397302323034 7.2027717890058245 10.914705991744995 -3.4545076701899262 13.37438976764679 -2.2885365014309649 4.0269215923745767 -1.8285957697778941 0.3109511180345525 22.488369431702989
leaf_weight=453836 163956 35564 410 8088 4631 76 48 20 149 36 24 1087 2213 524 271 248 55 228 1118 48 119 210 48 1092 72 715 1505 704 895 23
leaf_count=453836 163956 35564 410 8088 4631 76 48 20 149 36 24 1087 2213 524 271 248 55 228 1118 48 119 210 48 1092 72 715 1505 704 895 23
internal_value=0 -0.0164919 0.0965939 0.390068 0.874435 1.46692 8.30514 36.4574 -3.45325 -28.0994 8.6692 1.15707 0.512083 2.0237 6.12708 -0.00478349 5.75016 2.95381 2.72873 0.376983 -1.36079 11.9114 -1.92077 -2.03932 5.26813 -0.126657 1.02434 1.78184 2.83085 4.27682
internal_weight=0 224177 60221 24657 12727 8096 353 104 249 56 100 7743 5490 3038 1005 2033 531 476 2253 1166 2452 481 2261 1502 191 11930 3842 3127 2423 1528
internal_count=678013 224177 60221 24657 12727 8096 353 104 249 56 100 7743 5490 3038 1005 2033 531 476 2253 1166 2452 481 2261 1502 191 11930 3842 3127 2423 1528
cat_boundaries=0 1 2 3 4 5
cat_threshold=1579477 2 229922 32770 139264
is_linear=0
shrinkage=0.1


Tree=709
num_leaves=31
num_cat=6
split_feature=12 10 13 14 0 0 11 7 12 11 11 13 11 0 12 14 1 11 14 6 12 12 12 11 12 1 12 12 13 12
split_gain=8404.88 59744.3 62140.6 119715 565845 53452.5 146254 218540 439593 94529.2 40484.3 36112.9 47880.4 63009.3 33555.1 46502.3 34379.2 82534.1 38507 23667.2 23227.8 20187.5 16449 16189.9 21885.4 15576.2 50047.5 15491.2 61856.1 200840
threshold=26.500000000000004 1.0000000180025095e-35 0 1 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 29.500000000000004 2.5000000000000004 3.5000000000000004 2 1.5000000000000002 1.0000000180025095e-35 28.500000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 29.500000000000004 27.500000000000004 27.500000000000004 1.0000000180025095e-35 27.500000000000004 1.0000000180025095e-35 29.500000000000004 24.500000000000004 5 25.500000000000004
decision_type=2 2 9 1 2 2 2 2 2 2 2 9 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 9 2
left_child=27 2 3 11 25 6 14 8 -8 -7 -3 12 -2 -14 15 23 18 -18 -16 21 -21 -13 -17 24 -4 26 -5 -1 29 -29
right_child=1 10 5 4 -6 9 7 -9 -10 -11 -12 19 13 -15 16 22 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=9.0771549685605697e-05 -1.8189737219559519 -1.3933389765244943 3.1429444732666019 -5.4438492165162016 12.409183477318805 -0.55600327981249342 -0.20976741755450212 -2.0943413306685055 18.832997885617342 -3.6965422182001619 -6.3294893542925514 1.6312329497674238 0.55879202938892625 5.3738991328648167 0.18619707807270758 -2.1006587637795344 5.3538142101184745 -1.6412133309148975 -1.9319497304142648 -1.2939037851748929 2.2177869702378912 -1.4971113225519659 -5.2166659250855449 -1.0963957820777539 -1.2360762694052287 0.83936982154846196 0.24995486453959814 5.380879013273451 0.0078656876792704607 -1.8198682247715838
leaf_weight=674899 38 54 25 26 46 530 27 34 22 117 24 23 77 42 451 36 37 31 106 31 48 200 32 108 21 26 38 90 706 68
leaf_count=674899 38 54 25 26 46 530 27 34 22 117 24 23 77 42 451 36 37 31 106 31 48 200 32 108 21 26 38 90 706 68
internal_value=0 -0.192963 -0.0953129 0.768021 3.3868 -0.423234 0.0596824 4.06572 8.34005 -1.12392 -2.91215 0.00882048 1.19527 2.25824 -0.332881 -1.38897 0.0422428 2.1649 -0.216897 -0.626799 0.839782 -1.17446 -3.56702 -0.427239 1.14383 -1.22465 -2.06315 0.000632502 0.423796 2.146
internal_weight=0 2250 2172 595 136 1577 930 83 49 647 78 459 157 119 847 222 625 68 557 302 79 223 68 154 46 90 64 675763 864 158
internal_count=678013 2250 2172 595 136 1577 930 83 49 647 78 459 157 119 847 222 625 68 557 302 79 223 68 154 46 90 64 675763 864 158
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=659649 2 4161 2 2 1122304
is_linear=0
shrinkage=0.1


Tree=710
num_leaves=31
num_cat=15
split_feature=0 12 12 13 11 14 13 11 13 11 14 14 11 11 13 11 13 13 11 13 12 12 13 11 13 11 13 11 14 13
split_gain=8363.63 108652 320405 529827 978766 2.87783e+06 663196 1.46783e+06 1.29307e+06 2.14007e+06 3.14946e+06 518709 960548 1.29359e+06 338356 292421 277775 252706 329886 496060 585098 2.91928e+06 246339 237149 752658 593482 457499 366436 1.02868e+06 1.06284e+06
threshold=1.0000000180025095e-35 13.500000000000002 12.500000000000002 0 1.0000000180025095e-35 1 2 2.5000000000000004 3 3.5000000000000004 4 5 1.5000000000000002 2.5000000000000004 6 4.5000000000000009 7 8 3.5000000000000004 9 17.500000000000004 18.500000000000004 10 2.5000000000000004 11 3.5000000000000004 12 1.5000000000000002 13 14
decision_type=2 2 2 9 2 1 9 2 9 2 1 1 2 2 9 2 9 9 2 9 2 2 9 2 9 2 9 2 1 9
left_child=-1 2 -2 4 5 -4 7 22 9 10 -9 16 -13 -14 23 -16 -8 18 -3 20 -20 -22 -6 26 -25 -26 27 -5 29 -29
right_child=1 17 3 14 6 -7 11 8 -10 -11 -12 12 13 -15 15 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0062327038194416214 -0.020133961462617228 -0.50417440507970068 -4.0401580022728965 0.64467116042166805 -1.8808308667677609 20.23990569481483 -2.5272468338012697 36.188233503861866 0.30789911669792891 -9.9714010205762147 -2.184608437674386 -2.7732719836027728 20.489971671453336 3.8961956535686149 -1.7958928878011222 3.704559930765404 3.5433030641995944 0.18347201202797947 1.2457907245514241 -0.24125690332137878 24.840707855224611 -1.1146446473781879 -6.4294943861442038 -1.041611922694428 1.7994633015898085 12.325242499403053 -1.0756364191460974 7.5341961871136682 -0.57329303411337051 -0.75594726166167825
leaf_weight=515277 117784 20580 92 1833 364 104 115 55 268 29 35 69 82 110 1096 106 185 12799 611 1790 65 130 192 1856 194 74 841 536 520 221
leaf_count=515277 117784 20580 92 1833 364 104 115 55 268 29 35 69 82 110 1096 106 185 12799 611 1790 65 130 192 1856 194 74 841 536 520 221
internal_value=0 -0.0197721 0.0237575 0.599641 2.18352 8.84314 1.33017 -0.306266 4.41942 12.5947 21.2655 4.01478 7.34637 10.9831 0.226314 -1.30001 1.25013 -0.173152 -0.370019 0.692087 2.73397 7.53714 -3.60106 0.529953 -0.32132 4.53656 0.988927 1.54571 2.85116 5.2035
internal_weight=0 162736 126761 8977 1700 196 1504 943 387 119 90 561 261 192 7277 1202 300 35975 23176 2596 806 195 556 6075 2124 268 3951 3110 1277 757
internal_count=678013 162736 126761 8977 1700 196 1504 943 387 119 90 561 261 192 7277 1202 300 35975 23176 2596 806 195 556 6075 2124 268 3951 3110 1277 757
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=567336 2 526336 524288 2 2 1249616 8192 1583444 8212 2048 1179664 131088 2 16
is_linear=0
shrinkage=0.1


Tree=711
num_leaves=31
num_cat=6
split_feature=12 11 13 12 6 13 12 14 9 12 1 7 12 13 0 12 6 6 11 1 2 11 13 9 12 14 1 11 12 1
split_gain=9615.3 65699.7 288909 272213 614106 265582 411580 473774 1.19195e+06 2.77378e+06 1.06492e+06 559139 550337 338224 274970 278776 1.30693e+06 233116 229818 229311 215714 206658 206518 354422 286063 1.21299e+06 1.56996e+07 9.13092e+07 2.17635e+07 3.29304e+06
threshold=15.500000000000002 2.5000000000000004 0 16.500000000000004 1.0000000180025095e-35 1 17.500000000000004 2 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 3 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4 1.0000000180025095e-35 17.500000000000004 5 1.0000000180025095e-35 3.5000000000000004 18.500000000000004 1.0000000180025095e-35
decision_type=2 2 9 2 2 9 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2
left_child=-1 5 3 -3 -5 6 7 8 10 -10 11 18 -13 19 15 17 -17 -15 -2 -9 -8 -22 24 -24 -4 26 -26 28 -28 -27
right_child=1 2 22 4 -6 -7 20 13 9 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 21 -23 23 -25 25 29 27 -29 -30 -31
leaf_value=-0.00343368407009241 4.2731087834938712 1.2643358463453034 -0.95933188116524326 -1.8000320014200715 -17.107873716354373 0.034050708916267901 -0.38843448836577288 -1.029571618753321 35.033128611246745 -6.523722043530694 22.479661780137285 1.9033864992360277 21.222219901249328 -4.2549098344410172 -2.5171521833964761 23.952908842491382 -7.0997971078623898 6.8836425826663064 0.4752937274516662 -8.5525145655092984 -1.8117146281968979 10.80534865435432 0.38810761794990345 -1.8830996956120984 0.077602366073846907 0.034286078921819139 -94.517928108215344 212.10785204016645 36.157115085308369 -13.712070739214321
leaf_weight=626294 207 59 4678 76 40 28787 1501 340 36 29 26 30 29 34 56 33 23 42 692 46 21 34 9958 738 3028 885 25 23 26 217
leaf_count=626294 207 59 4678 76 40 28787 1501 340 36 29 26 30 29 34 56 33 23 42 692 46 21 34 9958 738 3028 885 25 23 26 217
internal_value=0 0.0414291 -0.101949 -4.03525 -7.0786 0.130028 0.995899 2.11314 3.37699 16.4924 2.51062 1.96867 11.3991 -0.196575 3.18503 5.84543 11.1991 1.90061 1.34976 -1.87745 -0.163049 5.98792 -0.064697 0.231183 -0.420865 0.177312 1.18975 46.6975 -27.8993 -2.67257
internal_weight=0 51719 19753 175 116 31966 3179 1623 1049 65 984 958 59 574 188 132 56 76 899 386 1556 55 19578 10696 8882 4204 3102 74 51 1102
internal_count=678013 51719 19753 175 116 31966 3179 1623 1049 65 984 958 59 574 188 132 56 76 899 386 1556 55 19578 10696 8882 4204 3102 74 51 1102
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=576 1311464 2 1048616 1871920 2
is_linear=0
shrinkage=0.1


Tree=712
num_leaves=31
num_cat=5
split_feature=12 13 1 12 11 11 12 11 12 12 12 12 9 11 12 13 12 12 12 11 3 13 14 12 12 13 12 12 12 3
split_gain=7876.83 87372.6 598887 380590 1.95745e+06 1.14245e+06 2.21454e+06 451135 1.42517e+06 3.90969e+06 550396 371484 306199 300135 299880 503880 434704 296439 230637 194904 540182 7.11642e+06 5.81614e+07 5.45482e+06 915512 617267 729246 386999 386333 1.87952e+06
threshold=9.5000000000000018 0 1.0000000180025095e-35 17.500000000000004 3.5000000000000004 2.5000000000000004 20.500000000000004 3.5000000000000004 11.500000000000002 13.500000000000002 15.500000000000002 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 1 16.500000000000004 20.500000000000004 24.500000000000004 2.5000000000000004 1.0000000180025095e-35 2 3 11.500000000000002 17.500000000000004 4 11.500000000000002 15.500000000000002 10.500000000000002 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 1 2 2 9 2 2 2 2
left_child=-1 -2 12 7 5 11 -7 14 -9 -10 -11 -5 19 -14 -4 -16 -17 -13 -15 20 -3 22 23 -22 25 -23 -27 -25 -21 -30
right_child=1 2 3 4 -6 6 -8 8 9 10 -12 17 13 18 15 16 -18 -19 -20 28 21 24 -24 27 -26 26 -28 -29 29 -31
leaf_value=0.0075649845521283555 -0.040388047059870882 0.20053697691016228 7.5315593218316836 11.28424898783366 -23.073174662449784 37.93407708803813 -3.8142806900872124 -5.6153611238966601 45.669561341603604 -3.4797116806109751 15.930564778191703 -10.834742487801448 1.3619296291904988 -1.8581936460455173 -2.0395044003621394 3.0477465045239249 15.866013031005862 -0.45780174609942315 8.6896921498434878 1.0158178630241532 -43.519515212376916 0.95897130448266932 149.69705810546876 14.506340198516847 20.305653560729255 -8.1721983367800721 1.5406258432638078 -2.9552727959372782 -0.21243543761853606 -8.0851415158072601
leaf_weight=453836 193109 17066 98 21 34 24 27 47 30 48 21 36 391 1612 220 224 30 117 21 2037 36 669 29 30 21 200 126 22 7515 316
leaf_count=453836 193109 17066 98 21 34 24 27 47 30 48 21 36 391 1612 220 224 30 117 21 2037 36 669 29 30 21 200 126 22 7515 316
internal_value=0 -0.0153463 0.140273 2.57693 -0.709266 2.67017 15.832 3.76234 8.72384 15.5313 2.42776 -1.18761 0.0612058 -1.12668 2.49595 1.45483 4.38892 -2.89943 -1.72255 0.146868 0.340914 2.45536 24.7613 -13.5969 -0.353568 -0.793145 -4.28667 7.11873 -0.210999 -0.530118
internal_weight=0 224177 31068 977 259 225 51 718 146 99 69 174 30091 2024 572 474 254 153 1633 28067 18199 1133 117 88 1016 995 326 52 9868 7831
internal_count=678013 224177 31068 977 259 225 51 718 146 99 69 174 30091 2024 572 474 254 153 1633 28067 18199 1133 117 88 1016 995 326 52 9868 7831
cat_boundaries=0 1 2 3 4 5
cat_threshold=1710549 376832 32 2 57858
is_linear=0
shrinkage=0.1


Tree=713
num_leaves=31
num_cat=5
split_feature=13 5 14 12 11 11 12 3 12 9 12 12 12 12 14 12 7 12 6 3 0 9 3 6 12 12 0 14 11 14
split_gain=8953.08 1.98785e+06 1.54571e+07 1.36504e+06 250657 350276 1.25932e+06 6.0373e+07 6.54112e+07 1.44182e+06 2.7756e+06 9.49498e+06 851363 1.04294e+06 1.98836e+06 2.51437e+06 822081 788371 652058 681637 1.14306e+06 377055 349376 338276 327313 1.3579e+06 1.1038e+07 8.55693e+07 8.05151e+06 3.03579e+06
threshold=0 1.0000000180025095e-35 1 12.500000000000002 1.5000000000000002 2.5000000000000004 10.500000000000002 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 7.5000000000000009 8.5000000000000018 7.5000000000000009 5.5000000000000009 2 6.5000000000000009 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 3 3.5000000000000004 4
decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1
left_child=1 4 3 -3 -1 6 9 17 -9 12 -11 -12 13 -6 15 18 22 21 19 20 -15 -8 23 -16 25 -7 29 28 -28 -27
right_child=-2 2 -4 -5 5 24 7 8 -10 10 11 -13 -14 14 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.64248572043559993 0.0019347101653026334 -33.074410697937019 73.113788785934446 -1.8879624918103219 -0.53153302256108792 -0.30134190770846059 -5.2428505653976112 235.14472553937333 -3.3491244938062588 -1.5764683800514299 78.619349288940441 -1.54231812371148 -3.5806034347679048 -6.026652895320546 -7.7907835960388185 -0.33180585710898691 15.252048371519363 0.2105677110868841 36.536706606547042 31.639619387113129 22.111076282319569 -19.378690301804316 5.7487639808654789 0.37099614697833394 -1.1387842642940551 6.0515600541480508 -80.178141344510607 154.72942307961955 -6.7127474321637841 -15.437439442414504
leaf_weight=6458 659126 25 30 32 2624 3984 186 23 23 99 22 45 711 22 124 92 28 843 24 26 42 21 40 86 2916 133 26 37 35 130
leaf_count=6458 659126 25 30 32 2624 3984 186 23 23 99 22 45 711 22 124 92 28 843 24 26 42 21 40 86 2916 133 26 37 35 130
internal_value=0 -0.0678769 15.0131 -15.5662 -0.137703 0.126427 0.763276 3.76522 115.898 -0.062354 9.06115 24.7794 -0.458924 0.255205 4.5205 11.9663 -0.996919 -1.14725 21.8911 17.9857 12.4387 -6.67692 -2.8168 -4.44834 -0.319218 0.230807 6.1036 34.7491 -38.0259 -4.57038
internal_weight=0 18887 87 57 18800 12342 5081 1096 46 3985 166 67 3819 3108 484 206 278 1050 114 90 64 207 250 210 7261 4345 361 98 61 263
internal_count=678013 18887 87 57 18800 12342 5081 1096 46 3985 166 67 3819 3108 484 206 278 1050 114 90 64 207 250 210 7261 4345 361 98 61 263
cat_boundaries=0 1 2 3 4 5
cat_threshold=36 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=714
num_leaves=31
num_cat=11
split_feature=5 13 12 12 11 12 11 12 14 13 12 14 14 13 13 11 11 13 12 12 14 11 11 12 12 12 12 14 14 12
split_gain=9952.1 778809 1.14582e+07 2.71017e+07 7.81132e+06 354071 1.8779e+06 1.93155e+06 633289 411855 1.20889e+06 269784 151037 148821 147636 1.05596e+06 214684 168808 239913 145198 143256 307030 525530 446922 528663 152362 138548 128521 98613.5 88222.5
threshold=1.0000000180025095e-35 0 8.5000000000000018 4.5000000000000009 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 6.5000000000000009 1 2 7.5000000000000009 3 4 5 6 1.0000000180025095e-35 1.0000000180025095e-35 7 13.500000000000002 4.5000000000000009 8 2.5000000000000004 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 7.5000000000000009 5.5000000000000009 9 10 2.5000000000000004
decision_type=2 9 2 2 2 2 2 2 1 9 2 1 1 9 9 2 2 9 2 2 1 2 2 2 2 2 2 1 1 2
left_child=-1 2 3 -2 -4 6 7 11 -9 20 13 -3 -6 29 15 -7 17 18 28 -13 25 -22 23 24 -23 -8 -15 -19 -16 -11
right_child=1 5 4 -5 12 14 9 8 -10 10 -12 19 -14 26 16 -17 -18 27 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00092896994263363042 -15.16241336330291 0.39394845962524416 -64.074233718145464 128.10591538547661 2.5872482088971731 -18.947380667924882 -0.43406903505951089 -14.796620880126955 -36.188270858026321 -1.8215131304339396 -16.550412850813434 -4.739853212310047 -5.2360591027044485 -1.934139805278559 14.440420770645142 -0.15930963534545275 -0.017226045313691079 2.4776644548003595 1.5925819823616429 -13.809141602054721 -1.296421080250894 6.6196418762207037 0.271083770501308 1.781760687298245 27.874445212364197 5.9815718441474734 -10.25354909163255 -1.5209874675584878 5.8560087711914726 2.0325748297903274
leaf_weight=673966 31 61 21 23 121 32 381 25 31 91 55 41 31 87 32 459 1549 267 57 31 93 22 78 27 25 41 26 115 23 171
leaf_count=673966 31 61 21 23 121 32 381 25 31 91 55 41 31 87 32 459 1549 267 57 31 93 22 78 27 25 41 26 115 23 171
internal_value=0 -0.156357 5.40752 45.8593 -6.90647 -0.499833 -1.85258 -11.0589 -26.6384 -0.266436 -2.64391 -4.49915 0.991705 -0.6748 0.184712 -1.35617 0.558937 2.37689 5.63573 -8.64469 1.28662 3.2293 5.99832 12.0351 17.9254 0.189252 -3.53547 1.24138 10.8506 0.668429
internal_weight=0 4047 227 54 173 3820 1286 189 56 1097 430 133 152 375 2534 491 2043 494 112 72 667 245 152 74 47 422 113 382 55 262
internal_count=678013 4047 227 54 173 3820 1286 189 56 1097 430 133 152 375 2534 491 2043 494 112 72 667 245 152 74 47 422 113 382 55 262
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2080 2 1216513 2 2 16528 36997 1908736 2 2 2
is_linear=0
shrinkage=0.1


Tree=715
num_leaves=31
num_cat=10
split_feature=12 12 13 6 11 13 14 11 14 13 11 14 0 11 11 11 11 0 11 11 13 9 14 6 0 11 13 13 9 11
split_gain=8648.9 64685.8 414905 311498 631398 365037 643236 254868 254321 250984 696199 641028 821311 2.1965e+06 518647 254382 246262 241928 214360 177767 454278 2.06933e+06 481869 462033 1.12976e+06 1.21085e+06 275643 193422 451307 176220
threshold=15.500000000000002 16.500000000000004 0 1.0000000180025095e-35 1.5000000000000002 1 2 2.5000000000000004 3 4 3.5000000000000004 5 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 6 1.0000000180025095e-35 7 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 8 9 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 9 2 2 9 1 2 1 9 2 1 2 2 2 2 2 2 2 2 9 2 1 2 2 2 9 9 2 2
left_child=-1 2 3 9 -5 8 7 -7 -6 10 11 12 14 -14 15 -2 -10 -12 -13 20 21 22 23 24 -4 -26 -21 -22 -29 -11
right_child=1 -3 19 4 5 6 -8 -9 16 29 17 18 13 -15 -16 -17 -18 -19 -20 26 27 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0032545027672348475 0.97557648950152931 -0.033075312725055366 -3.897733080863953 -0.051601109406148309 -2.134814708672681 7.3415128592288852 0.69782624840736396 3.6059718084200165 0.87388940053443387 0.95100256341797762 2.0042282715806823 1.38692332812718 -0.11540391710069445 27.910758143457873 -6.0278936598036026 14.063775183937768 11.766658006865404 -2.7621105331395355 -11.209991710836238 -1.3286772587159696 -0.036731767373683138 22.832586602105039 -1.7972843791820385 6.7909603955273967 -4.986991491550353 9.3811430866278496 0.67020429878979293 -1.324567665503251 -11.76263394301588 -0.44747561530813429
leaf_weight=626294 27 36454 250 1258 206 396 416 339 73 1286 203 35 54 58 45 33 29 224 22 2696 2007 45 405 187 82 206 922 707 44 3010
leaf_count=626294 27 36454 250 1258 206 396 416 339 73 1286 203 35 54 58 45 33 29 224 22 2696 2007 45 405 187 82 206 922 707 44 3010
internal_value=0 0.0392941 0.212118 0.727374 1.5901 3.00563 3.80703 5.61859 -0.10926 0.259743 1.99979 5.96243 8.44139 14.3981 2.08752 8.17409 3.97085 -0.496146 -3.47504 -0.314807 0.150143 1.78787 0.965627 2.50905 1.02072 5.29022 -0.821108 -0.552064 -1.91068 -0.0287767
internal_weight=0 51719 15265 7714 2717 1459 1151 735 308 4997 701 274 217 112 105 60 102 427 57 7551 3933 1175 1130 725 538 288 3618 2758 751 4296
internal_count=678013 51719 15265 7714 2717 1459 1151 735 308 4997 701 274 217 112 105 60 102 427 57 7551 3933 1175 1130 725 538 288 3618 2758 751 4296
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=271257 8201 2 2 262153 2 1179648 2 1181700 22624
is_linear=0
shrinkage=0.1


Tree=716
num_leaves=31
num_cat=7
split_feature=8 14 13 12 12 12 11 11 12 12 13 12 11 12 11 12 13 12 11 12 13 12 12 11 13 12 11 13 12 12
split_gain=8874.57 252875 1.73594e+06 1.43812e+06 991172 2.98262e+06 4.43759e+06 795013 1.41988e+06 1.98918e+06 1.10483e+06 1.09316e+06 1.21211e+07 3.34024e+07 1.0855e+07 8.82281e+06 1.05453e+06 1.44991e+06 3.61853e+06 777193 761474 1.01439e+06 1.67136e+06 3.4841e+06 726879 1.37383e+06 695919 1.71426e+06 2.18384e+06 6.80013e+06
threshold=1.0000000180025095e-35 0 1 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 1.5000000000000002 2.5000000000000004 12.500000000000002 18.500000000000004 2 14.500000000000002 3.5000000000000004 13.500000000000002 3.5000000000000004 13.500000000000002 3 1.0000000180025095e-35 3.5000000000000004 13.500000000000002 4 2.5000000000000004 1.5000000000000002 2.5000000000000004 5 2.5000000000000004 2.5000000000000004 6 1.5000000000000002 2.5000000000000004
decision_type=2 1 9 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 9 2 2 9 2 2
left_child=-1 20 3 -3 -5 6 -6 10 16 11 19 12 15 -14 -13 -10 24 18 -18 -4 21 22 -2 -24 -9 -26 -22 28 -28 -30
right_child=1 2 7 4 5 -7 -8 8 9 -11 -12 14 13 -15 -16 -17 17 -19 -20 -21 26 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.002255887124290409 -0.22981959624333426 27.972559121938858 1.0645230648767117 0.056633365889648339 -6.0843764877319337 3.3335431254617705 54.7267367553711 -2.1100456226670201 -2.9496523857116701 19.08871371459961 -1.3621733846062898 2.7581617779201935 -27.631063670032429 100.52613580877131 -62.61689091445627 -65.959680823087695 25.804595267935976 -0.13750773440825978 -6.3787650151039239 8.6493748556637602 -0.11564263965498221 -0.36896400172180277 3.2379408823119271 -25.798049899229071 -32.979032511296481 -5.1680689762800176 -8.9888098333299791 0.66693723785095527 38.758677722561742 4.4318335396780384
leaf_weight=652834 222 26 3225 308 20 219 30 2305 50 25 2598 81 53 33 37 40 73 1926 67 141 5550 2017 72 97 23 78 97 4870 62 834
leaf_count=652834 222 26 3225 308 20 219 30 2305 50 25 2598 81 53 33 37 40 73 1926 67 141 5550 2017 72 97 23 78 97 4870 62 834
internal_value=0 0.0582464 -0.291339 4.88563 3.92999 8.36491 30.4023 -0.585593 -1.5454 -7.99107 0.184457 -10.2938 -5.30087 21.5455 -17.7408 -30.9541 -1.08561 0.573949 10.4026 1.37815 0.345533 -1.26737 -5.93427 -13.4277 -2.50264 -10.4651 0.686344 1.44669 5.21164 6.80713
internal_weight=0 25179 11358 603 577 269 50 10755 4791 319 5964 294 176 86 118 90 4472 2066 140 3366 13821 2408 391 169 2406 101 11413 5863 993 896
internal_count=678013 25179 11358 603 577 269 50 10755 4791 319 5964 294 176 86 118 90 4472 2066 140 3366 13821 2408 391 169 2406 101 11413 5863 993 896
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2 8448 3997813 3543600 598406 1183760 262192
is_linear=0
shrinkage=0.1


Tree=717
num_leaves=31
num_cat=9
split_feature=13 12 12 14 2 11 2 11 11 8 8 11 8 13 11 13 6 11 7 13 13 11 10 6 13 13 3 11 11 13
split_gain=10392 83985.9 319418 533827 3.01009e+06 7.37352e+06 2.06159e+06 3.32065e+06 2.01491e+06 6.80181e+07 1.98208e+06 9.01199e+06 1.56723e+06 1.99339e+06 1.87564e+06 1.34282e+06 2.13671e+06 1.47643e+06 2.29894e+06 1.09648e+06 1.06576e+06 952094 2.44821e+06 1.27764e+06 1.16367e+06 967993 897569 2.34271e+06 799912 781686
threshold=0 11.500000000000002 12.500000000000002 1 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2 3.5000000000000004 3 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 4 5 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6 7 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 8
decision_type=9 2 2 1 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 9 9 2 2 2 9 9 2 2 2 9
left_child=-1 -2 3 4 8 28 10 -8 9 19 26 -12 15 14 -14 16 -10 18 20 -3 -17 24 23 29 -19 -25 -5 -28 -6 -23
right_child=1 2 -4 6 5 -7 7 -9 12 -11 11 -13 13 -15 -16 17 -18 21 -20 -21 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.011370661975839344 -0.012433195578083943 5.4868801707806796 0.0089299400324034071 0.3007525663368889 8.5117819719536367 49.527424873005259 -4.024729815773342 -47.899732805335006 8.0725002706212248 178.68727390332657 -54.201273847270663 0.59348923200331394 -27.74549664391412 0.16281310140087618 1.3515988111495973 11.392071937363724 -2.2954722755186019 -4.9195181958302108 -11.431440722774454 -5.4328598144215619 0.40226109603907445 -4.9035892824544645 14.217329590686047 9.3833508350062029 -0.34918699472986592 0.043738472600855255 -0.81738411498396379 30.354247215059072 -7.10679251472905 1.3715273407295812
leaf_weight=368136 248340 128 50052 4792 86 44 69 23 554 22 37 159 72 169 32 280 310 782 71 271 139 457 137 199 1900 247 73 36 53 343
leaf_count=368136 248340 128 50052 4792 86 44 69 23 554 22 37 159 72 169 32 280 310 782 71 271 139 457 137 199 1900 247 73 36 53 343
internal_value=0 0.0134815 0.118066 0.593682 1.21262 13.8501 -0.157293 -14.9935 0.834299 7.50992 0.110498 -9.75042 0.340547 -7.05231 -17.1441 0.712987 4.30271 0.0225867 5.20817 -1.92843 8.02778 -0.602435 1.52878 0.133655 -1.70142 4.42233 0.504854 9.47783 2.5565 -2.25728
internal_weight=0 309877 61537 11485 6296 183 5189 92 6113 421 5097 196 5692 273 104 5419 864 4555 490 399 419 4065 1383 1246 2682 446 4901 109 139 800
internal_count=678013 309877 61537 11485 6296 183 5189 92 6113 421 5097 196 5692 273 104 5419 864 4555 490 399 419 4065 1383 1246 2682 446 4901 109 139 800
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=204917 2 1052672 786688 296960 6144 1081352 1081344 1052672
is_linear=0
shrinkage=0.1


Tree=718
num_leaves=31
num_cat=15
split_feature=12 12 0 13 14 13 13 11 11 13 11 14 11 13 11 11 13 11 13 11 13 13 13 13 7 13 11 14 11 11
split_gain=9792.58 88746.8 820110 905974 983209 2.46046e+06 2.12268e+06 1.42049e+06 2.89688e+06 708799 679314 1.96832e+06 517052 665843 499677 486323 1.83588e+06 1.74846e+06 841657 420891 2.28949e+06 561687 402414 393339 615352 1.23812e+06 5.25096e+06 1.47633e+07 978670 585953
threshold=9.5000000000000018 8.5000000000000018 1.0000000180025095e-35 0 1 2 3 2.5000000000000004 1.5000000000000002 4 1.0000000180025095e-35 5 2.5000000000000004 6 1.0000000180025095e-35 2.5000000000000004 7 3.5000000000000004 8 3.5000000000000004 9 10 11 12 1.0000000180025095e-35 13 2.5000000000000004 14 3.5000000000000004 4.5000000000000009
decision_type=2 2 2 9 1 9 9 2 2 9 2 1 2 9 2 2 9 2 9 2 9 9 9 9 2 9 2 1 2 2
left_child=1 -1 23 10 5 19 7 8 14 -10 11 -4 -7 -14 -6 18 17 -17 -8 21 -21 -5 -22 24 -3 26 27 -26 -27 -30
right_child=-2 2 3 4 6 12 15 -9 9 -11 -12 -13 13 -15 -16 16 -18 -19 -20 20 22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=-0.0037094925120292814 -0.017091935568791801 0.21340539495459782 24.5783743465648 6.6386182221499359 4.096842539704145 -3.4483585582139042 -5.532098248986637 -0.61060917875501852 12.983539207332129 4.9766830226353242 -4.0419002240703952 -4.1978597604775727 5.9552974073854212 -1.7644419646062772 -0.32042869843869864 19.147110246728968 -0.04676263704762211 -2.2595083105362068 0.40054580763091674 10.410880470825548 3.1463701947849603 0.55684313862260215 -2.6864159701621695 -0.37654191193657843 89.716356800220638 -3.7579788456792418 -7.3494773171164773 -0.049550347579152963 8.4894801931670223 -3.9642209033576812
leaf_weight=421914 224177 4108 34 166 757 1419 330 450 473 200 558 79 136 466 387 108 1104 59 808 337 189 1153 282 17714 27 230 77 57 165 49
leaf_count=421914 224177 4108 34 166 757 1419 330 450 473 200 558 79 136 466 387 108 1104 59 808 337 189 1153 282 17714 27 230 77 57 165 49
internal_value=0 0.00845404 0.16922 0.948205 1.2174 0.098036 2.21298 4.39995 5.66508 10.871 -2.57173 4.46048 -2.39469 0.0491679 2.60254 0.136096 1.4811 10.9298 -1.36491 2.4662 4.27509 1.3768 -0.329118 -0.160582 0.650531 3.6294 10.8398 28.8038 0.753705 5.63793
internal_weight=0 453836 31922 9495 8824 4148 4676 2267 1817 673 671 113 2021 602 1144 2409 1271 167 1138 2127 808 1319 471 22427 4713 605 161 84 444 214
internal_count=678013 453836 31922 9495 8824 4148 4676 2267 1817 673 671 113 2021 602 1144 2409 1271 167 1138 2127 808 1319 471 22427 4713 605 161 84 444 214
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=115264 2 1706121 524596 16 2 12288 10240 10240 133248 9 1048576 2377801 2048 2
is_linear=0
shrinkage=0.1


Tree=719
num_leaves=31
num_cat=13
split_feature=13 3 12 14 12 12 13 11 13 14 13 14 12 11 12 12 11 12 12 11 14 12 13 13 11 12 14 12 13 14
split_gain=11819.9 71382.1 633472 588113 286614 659013 886760 826044 1.03989e+06 1.55706e+06 991813 6.95989e+06 7.22945e+06 6.36622e+06 3.86515e+06 748037 846598 1.07777e+06 363613 1.57027e+06 1.72238e+06 1.06204e+06 407025 298974 261204 254686 246852 219595 685472 967225
threshold=0 1.0000000180025095e-35 18.500000000000004 1 8.5000000000000018 4.5000000000000009 2 2.5000000000000004 3 4 5 6 5.5000000000000009 3.5000000000000004 7.5000000000000009 5.5000000000000009 1.0000000180025095e-35 7.5000000000000009 7.5000000000000009 3.5000000000000004 7 6.5000000000000009 8 9 1.5000000000000002 7.5000000000000009 10 1.5000000000000002 11 12
decision_type=9 2 2 1 2 2 9 2 9 1 9 1 2 2 2 2 2 2 2 2 1 2 9 9 2 2 1 2 9 1
left_child=-1 27 4 -4 5 -3 -7 8 25 -10 11 -9 13 -13 -14 -11 17 -17 21 20 -20 22 -12 -6 -25 -8 -23 28 29 -2
right_child=1 2 3 -5 23 6 7 10 9 15 18 12 14 -15 -16 16 -18 -19 19 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0094034483444322969 -0.96767013921801537 0.026864508803721224 3.5569930992343211 20.428587941770203 0.72542292000020314 -2.2116652614911811 -0.4255167614300322 -1.6812633778614861 -0.40371863515753498 2.7650048587411487 -0.66248452537938174 67.139830079370626 -3.1326444586527717 7.3662779808044441 37.938673044840492 25.292452006129658 6.4981465302015611 1.9811833177294051 20.570081087338028 -1.2732297273363387 -4.4666681387485605 -1.7953232041324476 2.8702254471928783 0.52283263885085807 -1.734343130831649 -3.5691475923747236 -7.2415965600013736 -0.06050223262575493 0.018180231367499692 2.7485067676355119
leaf_weight=447979 1008 58743 88 27 1046 757 2195 379 570 187 408 49 97 28 30 68 152 28 93 175 39 249 1644 657 2334 292 125 141466 14805 2295
leaf_count=447979 1008 58743 88 27 1046 757 2195 379 570 187 408 49 97 28 30 68 152 28 93 175 39 249 1644 657 2334 292 125 141466 14805 2295
internal_value=0 0.018483 0.102316 7.51815 0.0901921 0.139998 1.01849 1.37888 0.307507 3.00494 2.51128 6.228 21.2275 45.404 6.56924 7.54054 11.1414 18.4933 1.68946 4.93812 13.1729 1.28533 2.17857 -0.72787 -1.23441 -0.79143 -3.6156 -0.0185322 0.309352 1.60954
internal_weight=0 230034 70460 115 70345 66308 7565 6808 3492 1005 3316 583 204 77 127 435 248 96 2733 307 132 2426 2052 4037 2991 2487 374 159574 18108 3303
internal_count=678013 230034 70460 115 70345 66308 7565 6808 3492 1005 3316 583 204 77 127 435 248 96 2733 307 132 2426 2052 4037 2991 2487 374 159574 18108 3303
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=993397 2 2097408 1065096 2 16392 2 2 37376 37122 2 33408 2
is_linear=0
shrinkage=0.1


Tree=720
num_leaves=31
num_cat=10
split_feature=13 3 11 13 12 12 12 13 12 12 11 12 12 11 13 14 13 13 12 12 11 12 12 14 12 14 12 13 12 12
split_gain=10716.5 96837.8 348472 644649 3.59238e+06 7.15443e+06 621792 536887 713646 790024 563864 675460 1.47043e+06 4.72586e+06 4.1591e+06 3.55822e+06 933343 772908 469109 495440 465175 504375 1.18794e+06 958557 435675 433310 521821 421933 1.69391e+06 832740
threshold=0 1.0000000180025095e-35 3.5000000000000004 1 7.5000000000000009 10.500000000000002 1.0000000180025095e-35 2 18.500000000000004 19.500000000000004 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 2.5000000000000004 3 4 5 6 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 7 10.500000000000002 8 9.5000000000000018 9 2.5000000000000004 3.5000000000000004
decision_type=9 2 2 9 2 2 2 9 2 2 2 2 2 2 9 1 9 9 2 2 2 2 2 1 2 1 2 9 2 2
left_child=-1 -2 6 4 -4 -6 -3 20 10 -10 24 12 -12 16 15 -15 -14 -16 -5 -20 21 -8 23 -23 -9 -22 -27 29 -29 -21
right_child=1 2 3 18 5 -7 7 8 9 -11 11 -13 13 14 17 -17 -18 -19 19 27 25 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.008902623279663827 -0.025144095884371928 -0.40522202236886706 -0.019928692344926363 0.63721445797555709 74.833178691864006 3.1915526426356773 -1.9388680568835555 -0.58353816027873351 23.281513381826468 0.13495295087496439 0.64556101940240074 -0.41746759018193375 2.1917684666937292 10.797006507541823 4.7807539275198279 31.223615885603017 -3.0927341576778531 -4.5121526419710953 -1.9214861594145547 -2.1979243328390479 -0.066267745812773879 0.41637720432910297 0.041686463593020084 13.458744907379151 4.2031661941920442 -1.897084540128708 -11.9612119503741 5.0838918763520384 -1.2654518708623126 0.58715051113525396
leaf_weight=449772 159310 12352 468 2713 20 46 353 5466 29 30 26376 4940 706 322 221 116 617 137 2970 2294 1991 91 547 148 197 1844 53 639 1227 2018
leaf_count=449772 159310 12352 468 2713 20 46 353 5466 29 30 26376 4940 706 322 221 116 617 137 2970 2294 1991 91 547 148 197 1844 53 639 1227 2018
internal_value=0 0.0177012 0.116726 -0.363467 3.00395 24.9011 0.222004 0.39735 0.522186 11.5121 0.505735 0.662026 0.849171 3.38358 9.47191 15.845 -0.279545 1.19855 -0.51717 -0.860088 -0.574934 1.2012 2.61143 8.49282 -0.417022 -1.09674 -2.17826 -0.349833 0.903997 -0.89245
internal_weight=0 228241 68931 12395 534 66 56536 44184 39157 59 39098 33435 28495 2119 796 438 1323 358 11861 9148 5027 1139 786 239 5663 3888 1897 6178 1866 4312
internal_count=678013 228241 68931 12395 534 66 56536 44184 39157 59 39098 33435 28495 2119 796 438 1323 358 11861 9148 5027 1139 786 239 5663 3888 1897 6178 1866 4312
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=174327 8 65800 1064960 2 1315328 524288 2 2 1572864
is_linear=0
shrinkage=0.1


Tree=721
num_leaves=31
num_cat=6
split_feature=6 13 12 12 11 12 11 12 14 11 12 12 14 12 12 11 12 11 12 13 12 12 11 11 12 12 13 12 11 14
split_gain=9137.12 183496 469369 581692 2.65328e+06 1.75117e+06 542716 495788 1.6865e+06 428122 1.00743e+06 446107 273106 168264 889287 709193 254733 153153 156418 132926 446868 1.62495e+06 1.80402e+06 4.21365e+06 515216 456224 1.19115e+06 2.53982e+06 1.48392e+07 1.99841e+06
threshold=1.0000000180025095e-35 0 4.5000000000000009 6.5000000000000009 1.0000000180025095e-35 5.5000000000000009 2.5000000000000004 3.5000000000000004 1 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 2 17.500000000000004 16.500000000000004 2.5000000000000004 15.500000000000002 2.5000000000000004 18.500000000000004 3 2.5000000000000004 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 8.5000000000000018 11.500000000000002 4 10.500000000000002 3.5000000000000004 5
decision_type=2 9 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 1
left_child=-1 2 6 4 5 -4 12 -8 -9 10 11 -5 -2 14 16 -16 -11 -15 -19 20 -3 22 23 -22 -23 26 27 29 -29 -26
right_child=1 19 3 9 -6 -7 7 8 -10 13 -12 -13 -14 17 15 -17 -18 18 -20 -21 21 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0064010815959837783 -4.113908625439386 -1.2998883012986939 -5.4760931606950436 5.8785178184509279 -1.3725038663607378 -38.705418134416853 2.1024728688262626 22.957924219158791 -5.6746936374240455 -1.5311205965461152 -0.073790088365244311 23.002721510262326 0.52941228947933261 -2.1289892006564783 -1.5724987358882512 -22.585527065065175 5.1311098845799767 12.930426897321428 1.5980803386404598 0.016476850950874405 -0.106419095993042 -0.8972593768153253 2.0471301039059955 33.4890450162547 -4.833621650664405 0.18206036873143752 -0.634502209741858 -3.0234604683475221 56.545895335276924 7.9264745407527499
leaf_weight=518152 181 1198 29 32 325 35 338 48 36 1320 301 29 422 37 29 36 60 21 29 149477 80 2064 288 70 243 2065 622 138 60 248
leaf_count=518152 181 1198 29 32 325 35 338 48 36 1320 301 29 422 37 29 36 60 21 29 149477 80 2064 288 70 243 2065 622 138 60 248
internal_value=0 0.0209468 -0.714961 -1.51527 -5.03743 -23.6484 1.06061 3.8112 10.6868 -0.79187 2.30105 14.0195 -0.864354 -1.5227 -1.77986 -13.2105 -1.24146 2.7484 6.35767 0.03654 0.459744 0.819158 6.67875 15.5715 0.347375 1.10831 2.56728 5.38872 15.0279 1.6114
internal_weight=0 159861 3308 2283 389 64 1025 422 84 1894 362 61 603 1532 1445 65 1380 87 50 156553 7076 5878 438 150 5440 3376 1311 689 198 491
internal_count=678013 159861 3308 2283 389 64 1025 422 84 1894 362 61 603 1532 1445 65 1380 87 50 156553 7076 5878 438 150 5440 3376 1311 689 198 491
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=546 2 2 327756 72 2
is_linear=0
shrinkage=0.1


Tree=722
num_leaves=31
num_cat=9
split_feature=8 14 13 12 11 12 12 13 12 12 13 11 13 11 13 11 13 12 11 12 12 12 12 13 11 12 13 12 12 11
split_gain=9062.59 185410 1.53043e+06 1.16221e+06 794782 2.29858e+06 8.95695e+06 671505 1.05313e+06 3.94323e+06 7.74593e+06 1.84005e+07 1.63138e+06 3.18132e+06 1.28488e+06 2.02724e+06 1.05995e+06 2.04003e+06 1.08653e+06 5.37818e+06 6.86531e+07 1.9872e+06 1.25425e+06 1.77493e+06 4.24096e+06 8.08098e+06 1.0523e+06 956931 1.76943e+06 1.77843e+06
threshold=1.0000000180025095e-35 0 1 1.0000000180025095e-35 2.5000000000000004 6.5000000000000009 8.5000000000000018 2 2.5000000000000004 1.5000000000000002 3 2.5000000000000004 4 3.5000000000000004 5 2.5000000000000004 6 4.5000000000000009 1.0000000180025095e-35 11.500000000000002 12.500000000000002 10.500000000000002 10.500000000000002 7 1.5000000000000002 14.500000000000002 8 4.5000000000000009 5.5000000000000009 1.5000000000000002
decision_type=2 1 9 2 2 2 2 9 2 2 9 2 9 2 9 2 9 2 2 2 2 2 2 9 2 2 9 2 2 2
left_child=-1 7 3 -3 -5 -6 -7 -2 9 12 11 -11 -9 -14 15 -12 17 -10 19 21 -21 -18 26 24 25 -24 27 -20 -29 -30
right_child=1 2 -4 4 5 6 -8 8 16 10 14 -13 13 -15 -16 -17 18 -19 22 20 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0022291915278368434 -0.43339287672153592 25.178766309298002 -0.53058382729219766 0.80088857763852828 -0.35158626335007809 72.899888610839852 3.4421704513270686 2.1500242305128543 -32.894952632762767 -12.012435555458069 4.2796714290319127 73.126668728192655 -2.4425478429875827 -37.19292705760283 7.9581104360980746 -23.872956513195504 0.57447927666508514 -2.6051436149884784 -1.2035637840959763 188.04404616582963 -9.2708298475092104 -27.583329176902772 -77.408109410603856 -0.38176718314582742 -3.3395006171895263 1.6687009572982789 0.66630995078040778 18.444010827348038 17.705384677495712 0.86556657791137703
leaf_weight=652834 6513 26 10696 390 140 24 82 428 27 44 68 60 117 34 152 41 239 126 180 21 110 28 24 1892 241 28 2939 111 78 320
leaf_count=652834 6513 26 10696 390 140 24 82 428 27 44 68 60 117 34 152 41 239 126 180 21 110 28 24 1892 241 28 2939 111 78 320
internal_value=0 0.0589107 -0.24043 4.38933 3.60846 8.05948 19.1684 0.304907 0.962167 4.08037 12.2205 33.8513 -1.05117 -9.62943 2.21934 -5.77961 0.501142 -7.46265 0.708195 5.76407 22.3598 -2.3784 0.363252 -1.52952 -8.6333 -34.8283 1.5032 4.99091 7.27954 4.16583
internal_weight=0 25179 11358 662 636 246 106 13821 7308 944 365 104 579 151 261 109 6364 153 6211 398 131 267 5813 2185 293 52 3628 689 509 398
internal_count=678013 25179 11358 662 636 246 106 13821 7308 944 365 104 579 151 261 109 6364 153 6211 398 131 267 5813 2185 293 52 3628 689 509 398
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2 73984 598423 131104 1183752 6208 32 4096 266816
is_linear=0
shrinkage=0.1


Tree=723
num_leaves=31
num_cat=10
split_feature=12 13 1 14 0 6 12 13 6 11 13 14 11 2 11 11 13 14 9 13 11 11 0 0 11 11 13 9 14 6
split_gain=8789.35 54293 467909 102981 69881 110521 69710.7 315747 234829 492300 286199 511930 249872 233444 847871 225813 163937 240472 300674 447773 430410 1.20772e+06 1.63177e+06 390419 310068 148009 357819 1.67534e+06 393555 371770
threshold=15.500000000000002 0 1.0000000180025095e-35 1 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 2 1.0000000180025095e-35 1.5000000000000002 3 4 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 5 6 1.0000000180025095e-35 7 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 8 1.0000000180025095e-35 9 1.0000000180025095e-35
decision_type=2 9 2 1 2 2 2 9 2 2 9 1 2 2 2 2 9 1 2 9 2 2 2 2 2 2 9 2 1 2
left_child=-1 2 3 -2 5 -5 7 8 13 -10 12 15 -11 16 -15 -12 17 18 19 -3 21 -21 -23 -22 -20 26 27 28 29 -9
right_child=1 6 -4 4 -6 -7 -8 25 9 10 11 -13 -14 14 -16 -17 -18 -19 24 20 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032207292483716504 1.1705883254794955 -3.9737800959883067 11.606921680157001 -6.6204595869442207 1.5630445177490646 0.15977273420854049 -0.045932744069774795 0.94090261175729983 -0.040930529634632 -1.2460499443198152 6.6166474933865702 0.59804481276546617 6.9721523373626004 10.321527427054466 -3.5475845773536037 3.0899785820926944 -0.15306739884461185 -1.394197392045406 14.424182207156452 -0.76855035365796565 5.1647274012835531 -3.0032361268997194 25.126256850670124 -2.6702363285628508 -0.42319485490972347 -0.72130719631868412 -0.46256865120022062 20.556559727986652 -1.6158019205964642 6.1169022340825538
leaf_weight=626294 318 106 39 53 37 44 36114 538 1257 265 395 415 43 94 83 336 3944 228 39 102 106 32 58 159 22 3555 2700 45 405 187
leaf_count=626294 318 106 39 53 37 44 36114 538 1257 265 395 415 43 94 83 336 3944 228 39 102 106 32 58 159 22 3555 2700 45 405 187
internal_value=0 0.039672 1.07564 0.190764 -2.13449 -3.54489 0.0295269 0.209853 0.6588 1.40839 2.66135 3.3737 -0.0955996 0.251491 3.81793 4.99563 0.119869 1.36905 2.40063 1.67809 3.01011 6.68139 15.1247 0.463749 9.06939 -0.254986 0.172168 1.62085 0.881121 2.27595
internal_weight=0 51719 491 452 134 97 51228 15114 7684 2711 1454 1146 308 4973 177 731 4796 852 624 563 457 192 90 265 61 7430 3875 1175 1130 725
internal_count=678013 51719 491 452 134 97 51228 15114 7684 2711 1454 1146 308 4973 177 731 4796 852 624 563 457 192 90 265 61 7430 3875 1175 1130 725
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=516 2 270745 8201 2 262409 2 256 1179648 2
is_linear=0
shrinkage=0.1


Tree=724
num_leaves=31
num_cat=12
split_feature=13 3 11 12 11 13 12 12 14 14 12 12 13 12 12 13 12 12 13 13 12 12 13 14 13 12 12 12 12 13
split_gain=9205.83 87081.9 431993 415732 380367 790348 1.71669e+06 3.19885e+06 1.0706e+07 730028 1.995e+06 6.50947e+06 1.10428e+07 1.04155e+06 1.39574e+06 2.09461e+06 1.45115e+06 3.2319e+06 1.30073e+06 999252 1.83994e+06 634099 562727 484108 423341 379866 870825 373677 661382 720695
threshold=0 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1 4.5000000000000009 5.5000000000000009 2 3 3.5000000000000004 2.5000000000000004 4 4.5000000000000009 5.5000000000000009 5 7.5000000000000009 8.5000000000000018 6 7 8.5000000000000018 18.500000000000004 8 9 10 11.500000000000002 14.500000000000002 6.5000000000000009 3.5000000000000004 11
decision_type=9 2 2 2 2 9 2 2 1 1 2 2 9 2 2 9 2 2 9 9 2 2 9 1 9 2 2 2 2 9
left_child=-1 -2 3 -3 21 6 24 8 -8 13 11 22 -13 18 15 -15 -16 -18 -7 20 -12 -5 -11 -23 -6 -21 -27 28 -4 -30
right_child=1 2 27 4 5 9 7 -9 -10 10 19 12 -14 14 16 -17 17 -19 -20 25 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0084290813541774631 -0.025553438912922263 -0.27433962943098827 -0.5658076613379146 0.15502068190193344 -0.63880442181647945 1.4459719115336134 -2.546359649385725 -0.30117449007330865 44.073256869065141 0.77139648062645361 -0.86737652333577475 24.468037184353534 -1.5681634535700639 13.411491287172073 -3.045743179673849 1.1720415742624375 22.06316226693087 0.83138621734355833 -1.7547475331043338 -3.6146875787953863 28.095599549816502 1.7520845398306848 5.6219972536698828 23.75453914642334 -3.2407109417071958 20.002309202111288 -3.917065501742893 -2.0690390048562266 2.8174070542114187 -1.0057548788589994
leaf_weight=443676 159817 13317 10360 32977 1372 2493 140 611 76 2585 75 338 312 247 541 326 86 431 2567 793 31 20 255 20 1166 23 45 1225 1301 787
leaf_count=443676 159817 13317 10360 32977 1372 2493 140 611 76 2585 75 338 312 247 541 326 86 431 2567 793 31 20 255 20 1166 23 45 1225 1301 787
internal_value=0 0.0160722 0.105346 0.219479 0.357838 0.784524 -0.558472 3.39669 13.8568 1.18934 2.18191 3.29557 12.323 0.529944 2.72751 6.70255 0.574681 4.36317 -0.178403 -1.83739 6.9475 0.170283 1.22944 12.7533 -1.84945 -2.96517 4.17331 -0.402568 -0.238571 1.38507
internal_weight=0 234337 74520 60847 47530 14513 3365 827 216 11148 4457 3490 650 6691 1631 573 1058 517 5060 967 106 33017 2840 40 2538 861 68 13673 12448 2088
internal_count=678013 234337 74520 60847 47530 14513 3365 827 216 11148 4457 3490 650 6691 1631 573 1058 517 5060 967 106 33017 2840 40 2538 861 68 13673 12448 2088
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=403709 86784 2 2 1048576 1048576 2654208 32768 1605632 2 69888 1048578
is_linear=0
shrinkage=0.1


Tree=725
num_leaves=31
num_cat=9
split_feature=12 13 8 1 8 13 11 14 13 12 12 11 11 11 12 11 11 11 13 9 4 12 13 11 11 6 13 12 13 14
split_gain=11261.5 296465 4.22765e+06 3.80292e+06 168943 1.72273e+06 664220 632291 1.80545e+06 6.79187e+06 1.67108e+06 1.91712e+06 691622 551034 519923 513796 362841 635612 285913 492880 414918 887140 1.84737e+06 1.15548e+06 309750 292441 870490 620775 1.21856e+06 5.58238e+06
threshold=1.5000000000000002 0 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1 1.0000000180025095e-35 2 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 4 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 6 1.0000000180025095e-35 7 8
decision_type=2 9 2 2 2 9 2 1 9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 9 2 9 1
left_child=1 2 3 -1 18 7 14 16 9 13 12 -12 15 -9 -7 -10 -6 -18 19 -3 25 -22 23 24 -23 -20 27 -27 29 -29
right_child=-2 4 -4 -5 5 6 -8 8 10 -11 11 -13 -14 -15 -16 -17 17 -19 20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.11373995369555248 -0.0061513132392026345 -0.095617261699985592 -33.231471800804137 -30.40647738008272 -5.2026175375545733 -0.61328313636779797 -0.82108883123650911 32.286072973771532 -2.2269154804631284 -2.0023525824913615 21.764060345211547 3.8500165637846919 9.9353469436233119 52.979625283518146 -13.849858999905521 -13.051960085149398 15.06854860642377 0.82373350756851282 0.080328892172096947 -1.9687669557819394 -1.7674961639487226 13.644097654281124 -3.2072295900152512 4.079686615959047 25.989925384521484 0.13909157141162432 -0.98706094820657353 13.915454008523808 0.81978062968430465 -1.3934294647045351
leaf_weight=3119 548990 49230 40 42 85 50 1479 22 190 78 74 310 37 31 73 57 34 398 65737 1446 207 31 109 63 59 1692 1862 430 1504 534
leaf_count=3119 548990 49230 40 42 85 50 1479 22 190 78 74 310 37 31 73 57 34 398 65737 1446 207 31 109 63 59 1692 1862 430 1504 534
internal_value=0 0.026681 -0.922169 -0.516238 0.0508897 0.802918 -1.39956 3.46833 5.25789 15.5779 2.9566 7.3022 -2.81503 44.3898 -8.46914 -4.725 0.769737 1.94485 0.0330391 -0.149037 0.160784 3.1255 6.99135 13.5791 21.7375 0.14143 0.808414 1.61056 2.62589 5.37942
internal_weight=0 129023 3201 3161 125822 2918 1602 1316 799 131 668 384 284 53 123 247 517 432 122904 50676 72228 469 262 153 90 71759 6022 4160 2468 964
internal_count=678013 129023 3201 3161 125822 2918 1602 1316 799 131 668 384 284 53 123 247 517 432 122904 50676 72228 469 262 153 90 71759 6022 4160 2468 964
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2097184 131472 2 384 725392 1065024 1073667 8705 2
is_linear=0
shrinkage=0.1


Tree=726
num_leaves=31
num_cat=10
split_feature=12 13 9 13 13 1 11 8 8 11 7 13 14 11 10 9 13 11 14 14 11 11 11 10 11 13 6 11 11 13
split_gain=10058 309149 230422 259992 156283 982336 316551 5.01694e+06 1.40843e+06 3.76425e+06 244428 218424 286542 201634 143071 137566 2.05011e+06 1.21895e+07 1.56362e+06 775672 661985 1.03127e+06 236358 468190 290778 312203 2.23913e+06 1.57951e+06 305879 227376
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 2 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3 4 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5 2.5000000000000004 6 7 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 8 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9
decision_type=2 9 2 9 9 2 2 2 2 2 2 9 1 2 2 2 9 2 1 1 2 2 2 2 2 9 2 2 2 9
left_child=1 4 14 -4 5 6 8 -8 10 -10 -1 12 -12 -14 -3 22 17 -17 -19 20 21 -18 23 24 25 26 28 -28 -6 -24
right_child=-2 2 3 -5 15 -7 7 -9 9 -11 11 -13 13 -15 -16 16 19 18 -20 -21 -22 -23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.4780596294445828 -0.0036341388654331577 0.44526752043559709 -5.2379157234708984 -0.013581130328001801 1.8545723158022811 -12.998531968820664 -1.0262805371128734 -50.225181325276694 -3.1076328312095844 33.136122264032785 -3.8887145166811736 -0.67211097934029329 3.9324073020448078 13.195337222484833 -1.5041858089932552 45.917761189477488 0.31821700159241173 -40.526790714263917 -4.4294111728668213 1.4593794180386102 0.46166190465291346 -22.079042544731728 1.1852939121746136 3.404717207105378 -0.94997883020684393 -0.39885384127424794 4.4136165821805911 31.449557342529296 -1.1107791219813625 0.047057299884198794
leaf_weight=4573 620274 19188 144 260 667 63 1592 21 76 46 23 100 47 47 384 57 34 24 24 268 60 52 1963 317 6495 4488 47 40 727 15912
leaf_count=4573 620274 19188 144 260 667 63 1592 21 76 46 23 100 47 47 384 57 34 24 24 268 60 52 1963 317 6495 4488 47 40 727 15912
internal_value=0 0.0400023 0.358045 -2.00571 -0.128298 -0.570465 -0.451344 -1.66681 -0.0522097 10.558 -0.32245 2.95683 5.63436 8.56387 0.40702 -0.0347045 1.57974 13.3771 -22.4781 -1.69452 -7.59994 -13.2243 -0.062048 -0.390421 -0.486944 0.0168941 1.27088 16.8439 0.30808 0.172746
internal_weight=0 57739 19976 404 37763 6588 6525 1613 4912 122 4790 217 117 94 19572 31175 519 105 48 414 146 86 30656 12781 12464 5969 1481 87 1394 17875
internal_count=678013 57739 19976 404 37763 6588 6525 1613 4912 122 4790 217 117 94 19572 31175 519 105 48 414 146 86 30656 12781 12464 5969 1481 87 1394 17875
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=3203769 526592 16544 160 2 1048576 2 2 3145728 8728
is_linear=0
shrinkage=0.1


Tree=727
num_leaves=31
num_cat=4
split_feature=13 12 12 11 14 6 11 11 0 3 7 9 10 12 11 12 12 12 14 11 11 11 11 11 13 9 4 12 11 11
split_gain=8832.34 50667.8 491635 1.11783e+06 4.86645e+06 3.03393e+06 3.20759e+07 7.45952e+06 5.156e+06 3.26733e+06 1.22259e+06 723699 555957 1.11032e+06 2.38061e+06 2.93445e+06 939117 472864 427206 3.78247e+06 982811 439645 400592 384920 376483 398447 369528 1.69876e+06 8.31807e+06 1.55296e+07
threshold=0 6.5000000000000009 5.5000000000000009 1.5000000000000002 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2 2.5000000000000004 2.5000000000000004 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 3.5000000000000004 2.5000000000000004
decision_type=9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2
left_child=1 2 12 4 5 7 -7 -4 9 -9 24 -6 -1 14 17 -16 -17 -14 19 -12 -20 -21 -19 -13 -5 -26 -3 28 29 -28
right_child=-2 26 3 10 11 6 -8 8 -10 -11 18 23 13 -15 15 16 -18 22 20 21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.077607838606048474 -0.0046177214975636986 -0.092987435617698178 -7.2244451616870045 0.59790022346666394 -1.6899195934386322 109.11541166305543 -13.828223119463241 -2.9496269899256089 41.335304532866729 30.620675277709964 24.915755006743641 0.82816460132598879 -0.96607220740252753 -0.35874991166995951 -5.8334498795596037 15.478636762830945 34.128603956434461 -1.7800837094666528 -3.3690721884705965 -9.0075333095732191 9.3143821243691232 4.1084155770235284 7.7118714948979816 16.661149686925551 -1.8955733988188066 2.88854757436772 0.13187977734734033 0.24683946400691795 -43.001966824738879 80.958584640965327
leaf_weight=44676 580289 44748 180 1877 829 32 63 85 76 44 82 28 291 973 44 54 54 61 133 63 113 43 164 34 1696 194 85 946 23 33
leaf_count=44676 580289 44748 180 1877 829 32 63 85 76 44 82 28 291 973 44 54 54 61 133 63 113 43 164 34 1696 194 85 946 23 33
internal_value=0 0.0278771 0.0955547 0.983014 3.46237 11.5796 27.5844 7.63032 20.6735 8.50071 0.173873 -0.910523 -0.0112079 1.79652 4.93586 15.935 24.8036 1.6958 5.19981 8.78872 2.45707 -3.68691 5.1385 9.51077 -0.40517 -1.39711 -0.0487334 1.77305 12.0128 22.736
internal_weight=0 97724 51889 5572 1371 480 95 385 205 129 4201 891 46317 1641 668 152 108 516 434 188 246 106 225 62 3767 1890 45835 1087 141 118
internal_count=678013 97724 51889 5572 1371 480 95 385 205 129 4201 891 46317 1641 668 152 108 516 434 188 246 106 225 62 3767 1890 45835 1087 141 118
cat_boundaries=0 1 2 3 4
cat_threshold=2183936 2 2 69632
is_linear=0
shrinkage=0.1


Tree=728
num_leaves=31
num_cat=6
split_feature=12 13 2 12 12 11 12 11 14 0 12 12 4 6 12 12 1 14 14 8 7 13 11 3 12 13 12 12 0 11
split_gain=9443.54 129147 234327 565248 1.69084e+06 254263 604663 1.07728e+06 561592 337072 1.9544e+06 929133 183190 157719 155482 126061 348240 958001 239208 404140 316030 223897 255870 202743 182150 428538 565864 135615 121029 120087
threshold=12.500000000000002 0 1.0000000180025095e-35 15.500000000000002 14.500000000000002 1.5000000000000002 14.500000000000002 1.0000000180025095e-35 1 1.0000000180025095e-35 13.500000000000002 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 16.500000000000004 1.0000000180025095e-35 2 3 1.0000000180025095e-35 1.0000000180025095e-35 4 3.5000000000000004 1.0000000180025095e-35 13.500000000000002 5 14.500000000000002 14.500000000000002 1.0000000180025095e-35 3.5000000000000004
decision_type=2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 1 2 2 9 2 2 2 9 2 2 2 2
left_child=-1 2 5 4 14 6 7 28 9 11 -11 -9 -8 -10 -4 18 -17 -18 19 21 24 22 -7 -23 -20 26 -26 -21 -2 -28
right_child=1 -3 3 -5 -6 15 12 8 13 10 -12 -13 -14 -15 -16 16 17 -19 20 27 -22 23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.005613366558425573 1.7924855666906656 0.0070653988589646187 6.3368266893469771 -4.3495897348537005 31.430352307319641 -4.5713874775378853 -0.25376398837191527 20.4689869171381 -0.2419586921731631 2.8878502828103527 43.563575281415666 -1.6754422598414953 8.7977120710455861 8.7386833595507074 -4.4422769747674469 0.26646947000189464 -5.665450988497053 19.151036074502127 -0.30487190438382455 11.999645128590721 5.0956580047254212 0.5311028277705776 0.14099590521167826 7.3093539009491613 -19.748391312819262 -1.758189561887221 -8.369740252031221 3.2579055421054366 -2.8323022168615593 0.27702945594129891
leaf_weight=550725 147 123551 23 43 25 201 803 40 48 27 21 36 23 33 32 542 28 35 179 35 54 547 270 48 39 265 36 36 92 29
leaf_count=550725 147 123551 23 43 25 201 803 40 48 27 21 36 23 33 32 542 28 35 179 35 54 547 270 48 39 265 36 36 92 29
internal_value=0 0.0246088 0.602987 4.89692 9.86691 0.458515 1.59804 4.57418 9.89275 14.123 20.6835 9.97952 -0.00172531 3.41682 0.0653482 -0.15889 1.08443 8.12149 -0.591442 0.261965 -2.20328 -0.224595 -1.83114 1.0601 -2.92252 -4.19232 -9.32863 7.56721 0.0122325 -4.51195
internal_weight=0 127288 3737 123 80 3614 1270 444 205 124 48 76 826 81 55 2344 605 63 1739 1137 602 1066 471 595 548 369 104 71 239 65
internal_count=678013 127288 3737 123 80 3614 1270 444 205 124 48 76 826 81 55 2344 605 63 1739 1137 602 1066 471 595 548 369 104 71 239 65
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2359822 2 2 2 518 6
is_linear=0
shrinkage=0.1


Tree=729
num_leaves=31
num_cat=15
split_feature=12 13 11 13 0 1 6 14 13 10 14 14 14 3 13 11 6 13 3 3 14 13 13 3 11 13 11 14 14 11
split_gain=9343.75 227836 200491 442782 809465 488021 415763 914233 307700 424436 300253 297045 281196 948748 263488 686384 1.25007e+06 840557 5.74314e+06 855130 852347 488519 309948 316826 341412 421232 1.48483e+06 1.4794e+06 650646 339220
threshold=1.0000000180025095e-35 0 3.5000000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 3 1.0000000180025095e-35 4 5 6 1.0000000180025095e-35 7 2.5000000000000004 1.0000000180025095e-35 8 1.0000000180025095e-35 1.0000000180025095e-35 9 10 11 1.0000000180025095e-35 1.0000000180025095e-35 12 1.5000000000000002 13 14 1.5000000000000002
decision_type=2 9 2 9 2 2 2 1 9 2 1 1 1 2 9 2 2 9 2 2 1 9 9 2 2 9 2 1 1 2
left_child=1 -1 14 4 6 8 12 -8 -5 11 -7 -10 -4 -14 -3 22 17 18 -17 -19 -21 -22 -16 29 -25 -26 27 -27 -28 -24
right_child=-2 2 3 5 -6 10 7 -9 9 -11 -12 -13 13 -15 15 16 -18 19 -20 20 21 -23 23 24 25 26 28 -29 -30 -31
leaf_value=-0.17197341613406875 -0.0035298596386988904 0.072536916602251644 0.71704099989686343 -0.14880191542876642 18.679949212843372 -0.19767408063334804 9.2488231658935547 -17.405902591828376 0.044263356363671458 -14.424066010227911 8.6942328238973818 -3.5964999329766565 -3.5442922176014293 13.391074964224575 -0.39905030576421763 56.200966262817388 8.9311010741990469 -2.3915106352597317 -1.1242649414960075 0.076218043755546666 5.1702449546758009 -0.21662637378858485 1.9223264608118271 0.021132139769539812 0.60879818293601962 21.088041942677602 -2.781321773734144 2.3927785204602525 5.4353266696929934 -2.1089493220342885
leaf_weight=27194 620274 10209 191 9754 31 62 22 31 468 27 98 430 55 83 3576 22 242 563 85 1118 808 220 351 599 428 94 186 77 200 515
leaf_count=27194 620274 10209 191 9754 31 62 22 31 468 27 98 430 55 83 3576 22 242 563 85 1118 808 220 351 599 428 94 186 77 200 515
internal_value=0 0.0385286 0.225919 -0.109483 3.06489 -0.233049 1.87793 -6.34168 -0.315398 -2.04837 5.24862 -1.69909 3.20206 6.64147 0.421649 0.813021 2.03414 1.44144 9.75093 1.07327 1.98725 4.0656 0.19469 1.05862 1.90377 3.04864 4.82585 12.6697 1.47601 -0.475026
internal_weight=0 57739 30545 11252 413 10839 382 53 10679 925 160 898 329 138 19293 9084 3058 2816 107 2709 2146 1028 6026 2450 1584 985 557 171 386 866
internal_count=678013 57739 30545 11252 413 10839 382 53 10679 925 160 898 329 138 19293 9084 3058 2816 107 2709 2146 1028 6026 2450 1584 985 557 171 386 866
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=3269304 524352 2 131333 2 2 2 655620 262144 2 4097 266241 66 2 2
is_linear=0
shrinkage=0.1


Tree=730
num_leaves=31
num_cat=10
split_feature=13 12 11 3 12 14 13 12 14 12 12 3 13 14 12 6 12 13 4 12 2 13 12 11 14 10 11 10 14 12
split_gain=8856.87 86975.4 357570 1.01266e+06 1.09195e+07 5.29021e+07 1.02797e+06 1.97228e+06 4.04371e+06 789919 714161 395710 3.00094e+06 4.93351e+06 2.0962e+06 504078 563727 846071 782316 883845 813487 557133 1.15129e+06 2.18109e+06 4.59162e+06 449065 440472 1.05108e+06 1.6368e+06 1.31886e+06
threshold=0 10.500000000000002 2.5000000000000004 1.0000000180025095e-35 11.500000000000002 1 2 12.500000000000002 3 13.500000000000002 17.500000000000004 1.0000000180025095e-35 4 5 11.500000000000002 1.0000000180025095e-35 13.500000000000002 6 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 7 11.500000000000002 3.5000000000000004 8 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 9 11.500000000000002
decision_type=9 2 2 2 2 1 9 2 1 2 2 2 9 1 2 2 2 9 2 2 2 9 2 2 1 2 2 2 1 2
left_child=-1 -2 3 -3 5 -5 7 8 -6 -8 -11 15 13 14 -13 16 17 26 20 -20 -19 -17 23 -23 -25 -18 -4 -28 29 -29
right_child=1 2 11 4 6 -7 9 -9 -10 10 -12 12 -14 -15 -16 21 25 18 19 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0082346956810840574 -0.017427277013017838 0.27099128045591886 0.62267626677992594 -14.000718934676227 -0.67427105086190364 124.29870654926067 9.5775637697365337 -1.477478234389344 -55.386194038391118 -1.2132894634621816 17.051884993262913 -27.736198841441762 -0.09380211479885063 -48.372478905239625 10.215199781919637 -0.27052207257334643 -0.14543955155675919 0.27200829717755765 -18.915660252469653 -1.0822863438550163 -7.6003591863548055 -1.1097400233149528 -1.0961761447412948 -37.021616678389293 1.6319626140594483 -3.4327124014120858 1.9268616660697633 2.1345066858060431 -3.9214971872965494 19.657383171717328
leaf_weight=444329 180188 25553 1993 85 35 41 118 296 22 309 23 22 863 37 43 6340 8866 3768 47 68 136 192 1441 63 60 436 2375 66 75 123
leaf_count=444329 180188 25553 1993 85 35 41 118 296 22 309 23 22 863 37 43 6340 8866 3768 47 68 136 192 1441 63 60 436 2375 66 75 123
internal_value=0 0.0158136 0.12778 0.388899 3.63207 31.0015 -0.662503 -4.62653 -21.7912 2.49443 0.052069 -0.128197 -2.1167 -17.5065 -2.62989 -0.0545314 0.240875 0.821935 -0.24109 -8.37071 -0.00223401 -0.7096 -2.28035 -7.76989 -18.1662 -0.299519 1.74104 2.59224 8.57812 13.5383
internal_weight=0 233684 53496 26482 929 126 803 353 57 450 332 27014 965 102 65 26049 17953 8651 4019 115 3904 8096 1756 315 123 9302 4632 2639 264 189
internal_count=678013 233684 53496 26482 929 126 803 353 57 450 332 27014 965 102 65 26049 17953 8651 4019 115 3904 8096 1756 315 123 9302 4632 2639 264 189
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=927839 2 1048864 2 33312 2 1147424 3162496 2 2
is_linear=0
shrinkage=0.1


Tree=731
num_leaves=31
num_cat=5
split_feature=12 13 12 0 13 11 1 14 12 11 12 12 11 12 12 13 11 11 12 12 11 12 12 12 12 11 13 12 12 11
split_gain=9545.16 231844 296356 551124 765508 552995 423748 860741 8.79516e+06 3.01777e+07 2.20336e+08 8.59906e+06 2.38473e+06 5.95605e+06 2.60434e+07 2.35752e+06 8.61208e+06 1.93064e+06 1.81505e+06 1.15732e+06 723465 951778 2.88912e+06 1.29836e+06 462761 557201 438790 1.08096e+06 1.67026e+06 413501
threshold=13.500000000000002 0 14.500000000000002 1.0000000180025095e-35 1 3.5000000000000004 1.0000000180025095e-35 2 17.500000000000004 3.5000000000000004 18.500000000000004 18.500000000000004 3.5000000000000004 17.500000000000004 19.500000000000004 3 3.5000000000000004 2.5000000000000004 16.500000000000004 16.500000000000004 2.5000000000000004 18.500000000000004 17.500000000000004 15.500000000000002 15.500000000000002 3.5000000000000004 4 18.500000000000004 20.500000000000004 3.5000000000000004
decision_type=2 9 2 2 9 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2
left_child=-1 2 3 -2 5 -5 -4 8 15 11 -11 -10 20 18 -15 16 19 -13 -14 -8 26 22 23 -22 -17 -26 27 -9 -29 -6
right_child=1 -3 6 4 29 -7 7 12 9 10 -12 17 13 14 -16 24 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0048853957144074055 1.2150877491621148 -0.094234444262460582 -0.034637950078282097 -2.5471705126602378 1.1767514622540076 0.80471336598298981 -6.9724782612012781 -4.7208444851547924 -35.693044812071562 348.62612182617187 -69.670854276769305 3.7403879409251006 -0.94289331765885054 -109.10923472813198 4.3315430053292889 -4.2701419385274253 -56.719113571579399 35.438123807040128 28.062683282579698 17.132592500959124 18.568069343566897 -1.5315114149993116 35.358626824456294 -0.25860717679462292 1.7334535326276506 16.665254335145693 -1.4838798535571378 30.833961979035411 2.0803376329356227 8.0326718248426925
leaf_weight=578077 6650 60559 27734 1490 1052 735 69 67 51 20 34 46 94 28 73 60 37 33 28 28 50 110 37 137 77 37 415 31 58 96
leaf_count=578077 6650 60559 27734 1490 1052 735 69 67 51 20 34 46 94 28 73 60 37 33 28 28 50 110 37 137 77 37 415 31 58 96
internal_value=0 0.0285847 0.21744 0.686979 -0.354207 -1.43348 0.0571892 1.62925 5.11945 22.4178 85.254 -3.6833 0.106925 -9.15575 -27.1174 -5.21466 -14.5833 16.9812 5.71412 -0.0143135 2.38933 6.08616 9.82698 4.77526 2.68414 6.57974 0.226912 4.57961 12.0956 1.73496
internal_weight=0 99936 39377 10023 3373 2225 29354 1620 492 184 54 130 1128 223 101 308 134 79 122 97 905 334 224 187 174 114 571 156 89 1148
internal_count=678013 99936 39377 10023 3373 2225 29354 1620 492 184 54 130 1128 223 101 308 134 79 122 97 905 334 224 187 174 114 571 156 89 1148
cat_boundaries=0 1 2 3 4 5
cat_threshold=3568226 1458688 2 1052672 4096
is_linear=0
shrinkage=0.1


Tree=732
num_leaves=31
num_cat=8
split_feature=12 13 11 12 8 14 13 10 11 14 6 0 11 11 10 3 0 11 13 3 1 12 12 7 14 4 9 13 13 12
split_gain=9666.01 100737 215967 530190 1.8514e+06 1.66975e+07 1.65119e+06 1.86209e+06 3.42806e+06 2.69995e+06 770961 828259 3.845e+06 1.71605e+06 488344 376673 273404 256919 281124 2.40922e+06 366616 193882 624940 685982 1.52548e+06 471684 444718 365631 266780 676664
threshold=14.500000000000002 0 2.5000000000000004 15.500000000000002 1.0000000180025095e-35 1 2 1.0000000180025095e-35 3.5000000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 16.500000000000004 1.0000000180025095e-35 5 1.0000000180025095e-35 1.0000000180025095e-35 6 7 17.500000000000004
decision_type=2 9 2 2 2 1 9 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 9 9 2
left_child=-1 2 17 4 6 -6 14 9 -9 15 11 13 -13 -11 -4 16 -8 -2 19 20 -19 25 23 26 -25 27 -23 -20 -24 -30
right_child=1 -3 3 -5 5 -7 7 8 -10 10 -12 12 -14 -15 -16 -17 -18 18 21 -21 -22 22 28 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0041808650196207128 0.2187117672538661 -0.10495091492978403 -1.4127848203308309 0.044835919704653913 1.9626067005452654 -94.694884033203138 -0.79548670725134607 29.983627200126648 -3.7647303263346354 -5.5916226824592146 10.640315437866564 17.209152063759426 -6.3761371473832567 9.8076608173430913 -13.619222582087799 7.3042519804719213 1.576266406809242 -0.044209080140375327 1.3206723455944633 28.752014164193987 11.598702805382866 1.0249476017476515 -0.64963574165594029 14.615656154595534 -6.3954309903658357 9.7782176885849399 -5.2622630287619199 -1.7133928061984869 -11.746230103999755 -0.54544788991703708
leaf_weight=602671 18326 30873 910 9607 168 20 1185 68 54 170 347 186 110 126 34 77 824 793 458 31 28 2061 5545 103 52 39 119 2779 79 170
leaf_count=602671 18326 30873 910 9607 168 20 1185 68 54 170 347 186 110 126 34 77 824 793 458 31 28 2061 5545 103 52 39 119 2779 79 170
internal_value=0 0.0338104 0.130141 0.457222 1.38309 -8.32011 1.829 2.92402 15.0458 2.4448 6.89766 4.70391 8.44435 0.963478 -1.83301 0.440374 0.177298 -0.0183254 -0.37273 1.37009 0.35287 -0.503686 -0.242385 1.13878 7.56678 -1.15361 0.681747 -1.28532 -0.799 -3.94084
internal_weight=0 75342 44469 13886 4279 188 4091 3147 122 3025 939 592 296 296 944 2086 2009 30583 12257 852 821 11405 8129 2335 155 3276 2180 3237 5794 249
internal_count=678013 75342 44469 13886 4279 188 4091 3147 122 3025 939 592 296 296 944 2086 2009 30583 12257 852 821 11405 8129 2335 155 3276 2180 3237 5794 249
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=484116 2 287488 2 270848 2 82176 147472
is_linear=0
shrinkage=0.1


Tree=733
num_leaves=31
num_cat=10
split_feature=12 13 12 2 11 10 13 11 14 0 11 0 13 11 14 11 12 13 1 11 11 14 13 12 11 11 14 12 13 12
split_gain=9715.52 265972 360622 387667 945212 352991 844019 2.00422e+06 1.79007e+06 332286 316840 290854 637744 505542 1.34179e+06 715783 587463 1.67775e+06 237899 1.45824e+06 271858 230740 260272 248661 212102 765754 1.45555e+06 3.35018e+06 537791 741478
threshold=1.5000000000000002 0 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1 2.5000000000000004 2 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3 2.5000000000000004 4 1.5000000000000002 1.0000000180025095e-35 5 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 6 7 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 8 1.0000000180025095e-35 9 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 9 2 1 2 2 2 9 2 1 2 2 9 2 2 2 1 9 2 2 2 1 2 9 2
left_child=1 2 -1 5 10 9 7 8 -7 18 -5 -3 13 14 -13 -16 -17 -18 -4 -20 -21 22 -15 -24 -14 26 27 -26 -27 -30
right_child=-2 11 3 4 -6 6 -8 -9 -10 -11 -12 12 24 21 15 16 17 -19 19 20 -22 -23 23 -25 25 28 -28 -29 29 -31
leaf_value=0.14711943885631551 -0.0057681160681956551 0.16547233434227995 -0.66795645281721494 -4.4229757883609873 -16.651860870361329 -3.7923722494216197 -0.42590160593165377 -6.6015239108692514 31.103685199971103 0.68277357203691613 2.8098812965431601 -3.3692228030383102 -1.7687694404785177 -0.71736953102174361 1.4143422160350101 2.9729911311143109 18.392913835066079 1.6164973294824585 -20.556148245168288 1.5188118430389757 -5.9778434860172567 -1.4791827580847918 9.152044842583793 1.617060116824941 -4.9760368958684325 0.2494296178744656 -0.43580052407501296 15.576703175027573 0.090033776192000536 -2.6869469815620661
leaf_weight=13577 548990 87618 13681 156 50 21 321 44 49 1898 99 246 1604 234 284 147 127 123 43 174 67 619 70 117 131 2469 782 201 1557 2514
leaf_count=13577 548990 87618 13681 156 50 21 321 44 49 1898 99 246 1604 234 284 147 127 123 43 174 67 619 70 117 131 2469 782 201 1557 2514
internal_value=0 0.0247274 -0.235062 -0.54773 -4.08 -0.481627 2.32874 9.30624 20.6349 -0.558694 -1.61493 0.104063 -0.375183 1.25639 2.96084 5.24747 7.98955 10.9393 -0.727423 -3.5921 -0.565321 -0.250782 1.55535 4.21238 -0.722412 -0.504077 1.91944 7.46704 -0.916891 -1.62088
internal_weight=0 129023 30180 16603 305 16298 435 114 70 15863 255 98843 11225 1967 927 681 397 250 13965 284 241 1040 421 187 9258 7654 1114 332 6540 4071
internal_count=678013 129023 30180 16603 305 16298 435 114 70 15863 255 98843 11225 1967 927 681 397 250 13965 284 241 1040 421 187 9258 7654 1114 332 6540 4071
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2818336 524288 2 49864 2 32896 2 32960 2 1058820
is_linear=0
shrinkage=0.1


Tree=734
num_leaves=31
num_cat=6
split_feature=8 14 13 12 11 12 12 11 12 12 13 13 12 11 11 12 12 12 12 12 11 13 12 12 11 11 11 13 12 12
split_gain=9192.79 149421 1.22205e+06 731853 660388 1.8864e+06 7.20384e+06 637267 937726 1.54907e+06 805946 797906 929240 2.27181e+06 758671 1.39349e+07 2.71371e+07 4.23101e+06 7.15803e+06 632320 2.91518e+06 581923 789076 1.36832e+06 2.82165e+06 576586 561608 1.518e+06 1.44388e+06 3.74063e+06
threshold=1.0000000180025095e-35 0 1 1.0000000180025095e-35 2.5000000000000004 6.5000000000000009 8.5000000000000018 2.5000000000000004 12.500000000000002 18.500000000000004 2 3 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 14.500000000000002 13.500000000000002 14.500000000000002 13.500000000000002 1.0000000180025095e-35 3.5000000000000004 4 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 5 1.5000000000000002 2.5000000000000004
decision_type=2 1 9 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2
left_child=-1 21 3 -3 25 -6 -7 10 11 14 -4 19 13 -13 17 16 -16 18 -10 20 -9 22 23 -2 -25 -5 -23 28 -28 -30
right_child=1 2 7 4 5 6 -8 8 9 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22 26 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0022270640175247442 -0.084429310785757536 20.431705416165869 1.269485960694188 4.2970504524583495 -0.2476404355253492 65.622899182637539 3.3323122210618927 -19.521742690236948 -2.603451889038086 17.332204650878907 -1.0763171064226251 20.565141752852156 -0.077426720925842907 -4.935488720794222 -24.855015420014006 -53.922629547119143 90.659330240885424 3.675497197516171 -59.358319988250734 -1.7566335824787007 7.5995223241693841 -0.14234126530116559 -0.33741088291176724 2.97179318037298 -23.158411289490374 -3.4190242074721358 -5.869462964796659 0.33762912916899213 25.138112837692788 3.6760960185918652
leaf_weight=652834 222 26 3279 211 140 24 82 95 50 25 2631 73 1921 67 53 37 33 81 40 2243 68 5550 2017 72 97 179 132 4424 87 1220
leaf_count=652834 222 26 3279 211 140 24 82 95 50 25 2631 73 1921 67 53 37 33 81 40 2243 68 5550 2017 72 97 179 132 4424 87 1220
internal_value=0 0.0593505 -0.209373 3.92772 3.31478 7.37207 17.4358 -0.468661 -1.32684 -6.56483 0.225514 -0.952784 0.493405 8.36127 -8.59689 -2.60728 19.4703 -12.9052 -27.8278 -2.18457 -8.20735 0.280185 -1.12973 -5.24588 -12.026 0.75557 0.578144 1.26115 4.06976 5.10471
internal_weight=0 25179 11358 662 636 246 106 10696 4786 319 5910 4467 2061 140 294 123 86 171 90 2406 163 13821 2408 391 169 390 11413 5863 1439 1307
internal_count=678013 25179 11358 662 636 246 106 10696 4786 319 5910 4467 2061 140 294 123 86 171 90 2406 163 13821 2408 391 169 390 11413 5863 1439 1307
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 73984 1835125 3543600 598406 279088
is_linear=0
shrinkage=0.1


Tree=735
num_leaves=31
num_cat=7
split_feature=13 1 11 12 12 11 11 13 14 12 14 12 12 12 13 12 12 12 11 12 12 12 12 13 13 12 12 12 12 12
split_gain=9336.12 95105.2 864992 1.48013e+06 4.69772e+06 1.03898e+07 2.94122e+06 1.34027e+06 1.91738e+06 3.67859e+06 724903 3.27887e+06 2.52327e+06 1.16149e+06 899496 1.03459e+06 718134 502520 476672 1.83896e+06 1.00061e+07 1.85052e+06 1.57536e+06 1.10605e+06 802471 1.19922e+06 2.69238e+06 622485 390402 363325
threshold=0 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1 2 9.5000000000000018 3 17.500000000000004 18.500000000000004 2.5000000000000004 4 8.5000000000000018 4.5000000000000009 1.5000000000000002 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 10.500000000000002 13.500000000000002 5 6 5.5000000000000009 3.5000000000000004 11.500000000000002 13.500000000000002 15.500000000000002
decision_type=9 2 2 2 2 2 2 9 1 2 1 2 2 2 9 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 -3 8 9 -6 11 13 -13 17 15 16 -15 -4 23 20 -20 24 27 -12 25 26 -21 -23 -17 -24
right_child=1 2 10 4 7 -7 -8 -9 -10 -11 18 12 -14 14 -16 28 -18 -19 19 21 -22 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0072720497591048988 0.030115169301733153 -37.777661574227473 -2.4850162838989838 66.494964821107928 -60.395717887878419 -11.515955623200066 -3.3923257262207742 -0.82519137806221243 -5.7960885379479565 -3.3506540766129129 -3.5952940034369627 -36.858731019761827 -4.6591212344338313 9.3607992858886728 0.10058407963208078 -3.7306976963834071 33.329685127258301 -13.099626906041976 -18.372026608784992 -11.490775521596273 66.385704157902651 6.9924551530317833 -5.8631268207843492 1.6607553383757949 -9.2171855589059692 -5.5829195089901198 33.445654627482092 27.177712341308592 12.124286071777345 6.3457439400599558
leaf_weight=487839 185467 35 106 31 20 38 86 605 231 26 506 45 53 25 461 41 25 77 30 24 26 22 39 1780 120 85 30 50 25 65
leaf_count=487839 185467 35 106 31 20 38 86 605 231 26 506 45 53 25 461 41 25 77 30 24 26 22 39 1780 120 85 30 50 25 65
internal_value=0 0.0188483 -0.425054 -2.92131 -1.59588 23.5324 -13.3385 -3.5617 -9.17745 -28.1529 0.311118 -2.22946 -19.4447 -0.00960163 2.192 9.66199 21.3452 -6.95127 1.09607 3.92303 20.9798 1.72722 9.63938 0.48888 -3.64939 1.69827 13.4739 21.01 2.27498 1.76742
internal_weight=0 190174 4707 1072 951 69 121 882 277 46 3635 858 98 760 577 116 50 183 2777 491 56 435 176 2286 259 139 54 72 66 104
internal_count=678013 190174 4707 1072 951 69 121 882 277 46 3635 858 98 760 577 116 50 183 2777 491 56 435 176 2286 259 139 54 72 66 104
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1452127 524448 2 2 32928 16512 20480
is_linear=0
shrinkage=0.1


Tree=736
num_leaves=31
num_cat=4
split_feature=12 13 14 3 11 1 12 11 11 12 8 9 11 12 1 13 1 12 1 11 11 6 13 11 11 11 12 6 11 12
split_gain=9813.22 47562 315141 664228 1.61783e+06 629274 744103 3.4926e+06 548329 265488 359533 375452 1.87904e+06 307597 744383 267620 395730 620978 266632 251697 337079 220692 200331 193746 225461 178194 604607 232598 770926 439799
threshold=15.500000000000002 0 1 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 18.500000000000004 2.5000000000000004 2.5000000000000004 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 17.500000000000004 1.0000000180025095e-35 2 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 21.500000000000004 1.0000000180025095e-35 2.5000000000000004 17.500000000000004
decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2
left_child=-1 2 5 9 -5 22 7 -7 -8 10 11 13 -13 15 19 16 23 -18 -17 20 -15 -21 25 -4 -25 27 -27 -2 -29 -30
right_child=1 -3 3 4 -6 6 8 -9 -10 -11 -12 12 -14 14 -16 18 17 -19 -20 21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.0034256293420523113 0.86621936286177437 0.0023583362031119434 -3.5912239673810129 33.199729069796476 -0.71491018686539087 4.7457519624291393 -8.6000655395717462 -40.599605218295395 10.683481426239014 -0.59585676245105945 11.419545946250091 28.4435859186896 -3.4371598683151547 1.5428166548411051 18.323391413688661 -0.38737060958828873 1.0749064729020403 21.240958565932054 -7.0743165201215605 -2.7028299206885222 15.421450935204824 3.7980773196500892 -0.36192127097967308 4.1799653610357872 -0.43804918355719985 -2.7991245932466402 10.883374345141489 -1.4787036544398258 15.150083247593471 3.2005274755304516
leaf_weight=626294 717 44215 78 22 39 41 29 29 30 757 37 29 51 42 32 542 37 26 67 107 30 102 3707 208 215 254 37 114 70 55
leaf_count=626294 717 44215 78 22 39 41 29 29 30 757 37 29 51 42 32 542 37 26 67 107 30 102 3707 208 215 254 37 114 70 55
internal_value=0 0.0418965 0.274494 1.21387 11.5166 -0.172383 -7.06752 -14.0402 1.20513 0.947567 1.67643 1.44623 8.11961 1.08697 3.87218 0.343767 1.89403 9.3974 -1.1049 2.22649 7.32558 0.469862 0.00716345 0.988297 1.83275 1.09845 -1.05943 1.76678 4.46846 9.89228
internal_weight=0 51719 7504 2421 61 5083 129 70 59 2360 1603 1566 80 1486 313 1173 564 63 609 281 72 209 4954 501 423 1247 291 956 239 125
internal_count=678013 51719 7504 2421 61 5083 129 70 59 2360 1603 1566 80 1486 313 1173 564 63 609 281 72 209 4954 501 423 1247 291 956 239 125
cat_boundaries=0 1 2 3 4
cat_threshold=803724 2 17024 262276
is_linear=0
shrinkage=0.1


Tree=737
num_leaves=31
num_cat=10
split_feature=12 13 12 10 13 11 14 11 11 2 11 1 11 11 13 14 14 9 1 13 11 11 12 11 13 13 11 14 11 11
split_gain=8658.32 217303 385071 757454 881473 1.72746e+06 1.0631e+06 862329 1.78036e+06 303121 806281 268093 680472 252656 279623 373596 255810 228197 203378 1.83957e+06 2.60367e+06 1.3685e+06 588926 580773 549569 421040 275634 194109 219262 362651
threshold=1.5000000000000002 0 1.0000000180025095e-35 1.0000000180025095e-35 1 3.5000000000000004 2 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 3 4 5 1.0000000180025095e-35 1.0000000180025095e-35 6 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 7 8 3.5000000000000004 9 2.5000000000000004 3.5000000000000004
decision_type=2 9 2 2 9 2 1 2 2 2 2 2 2 2 9 1 1 2 2 9 2 2 2 2 9 9 2 1 2 2
left_child=1 2 -1 9 5 6 -5 8 -8 11 -11 17 -13 14 -14 -16 -15 -4 -3 20 -20 22 25 -24 -23 -21 -26 28 -6 -30
right_child=-2 18 3 4 27 -7 7 -9 -10 10 -12 12 13 16 15 -17 -18 -19 19 21 -22 24 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.17916916084491441 -0.0054504529676374864 0.083700234776211094 -0.41354723176298658 -3.1976376527299486 -1.4784503235214059 29.136211718934955 -5.9148506330407189 -1.7577099663870677 27.498419600266676 -1.5013101868504704 -14.440289238521032 -12.00995635373252 -2.3903514452602557 3.5567318069934846 -4.281692602827742 7.8703147220611571 -9.5023586304982501 -2.6437747965446197 -1.3438161991260671 -5.0326079854098236 29.431208610534668 0.41137939855456357 2.2243118167462934 9.6915884318388059 -8.3245318693921746 2.4243309908933601 -3.1063839451211397 -3.2883601585592048 13.425567032309141 -1.0753486851283482
leaf_weight=15795 548990 92100 17695 96 87 33 23 35 52 344 56 70 174 20 37 80 60 471 54 100 56 310 221 197 173 233 244 138 34 35
leaf_count=15795 548990 92100 17695 96 87 33 23 35 52 344 56 70 174 20 37 80 60 471 54 100 56 310 221 197 173 233 244 138 34 35
internal_value=0 0.0233381 -0.18795 -0.484804 3.23319 7.57782 4.49215 11.2032 17.2517 -0.589066 -3.31277 -0.530513 -2.96673 -1.26046 0.107828 3.71026 -6.23759 -0.471372 0.103036 1.2251 13.1298 0.248576 3.24413 5.74358 -2.84245 0.106683 -5.14778 -0.538114 1.8603 6.07003
internal_weight=0 129023 35335 19540 533 239 206 110 75 19007 400 18607 441 371 291 117 80 18166 93688 1588 110 1478 751 418 727 333 417 294 156 69
internal_count=678013 129023 35335 19540 533 239 206 110 75 19007 400 18607 441 371 291 117 80 18166 93688 1588 110 1478 751 418 727 333 417 294 156 69
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2822432 528640 2 528640 2 2 8320 17 1050628 2
is_linear=0
shrinkage=0.1


Tree=738
num_leaves=31
num_cat=5
split_feature=13 12 2 11 12 11 2 11 13 14 11 12 12 14 12 12 12 12 14 11 12 12 12 12 12 12 3 12 5 12
split_gain=8967.01 106325 131474 714539 426515 136554 117045 829770 283735 1.05447e+06 2.50162e+06 1.59485e+06 1.97391e+06 236187 155781 245670 156553 188606 112213 269496 167426 162917 101498 95525.9 176551 92938.9 1.43254e+06 2.94455e+06 434187 494381
threshold=0 12.500000000000002 1.0000000180025095e-35 2.5000000000000004 15.500000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1 2 2.5000000000000004 7.5000000000000009 4.5000000000000009 3 8.5000000000000018 7.5000000000000009 4.5000000000000009 2.5000000000000004 4 3.5000000000000004 9.5000000000000018 10.500000000000002 15.500000000000002 5.5000000000000009 6.5000000000000009 10.500000000000002 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 8.5000000000000018
decision_type=9 2 2 2 2 2 2 2 9 1 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 22 5 -5 25 13 14 11 -11 12 -10 -8 15 16 17 -9 21 20 -20 -16 -4 -18 -25 28 -27 -28 -1 -30
right_child=-2 2 3 4 -6 -7 7 8 9 10 -12 -13 -14 -15 18 -17 23 -19 19 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.022792683888856725 0.0029403767394709682 0.21324716468656935 0.11222146430485685 8.6869960784912106 -0.020957798428005645 17.66500413682726 12.521362062387688 -1.5140333506796095 -8.3766791922705508 -0.36029295225938163 -36.45634768754244 -19.550379523363983 34.485710074684839 2.6672446399927141 3.6607776971963739 -11.581250343322754 5.6058567062500986 -10.298662799757881 5.9322459514324484 11.336959934234621 -4.3259389319070953 -6.7274314595593356 -5.5816360817423893 -5.5634765888515272 4.9014530637434559 -0.32930425843873162 -39.323858697073803 6.9600234932369665 -15.97046980460485 2.3347420282363891
leaf_weight=29147 636902 7695 71 32 36 36 43 72 21 48 32 22 22 56 26 30 31 37 26 28 41 36 56 38 28 3285 28 27 36 25
leaf_count=29147 636902 7695 71 32 36 36 43 72 21 48 32 22 22 56 26 30 31 37 26 28 41 36 56 38 28 3285 28 27 36 25
internal_value=0 -0.0452408 0.283813 2.63448 8.78048 13.4401 -0.123847 -1.4663 -3.01453 -6.6531 -14.7987 2.34872 13.5529 6.94732 -1.46547 -3.12665 -1.89539 -4.49597 0.938232 3.098 -0.345151 -2.37109 -2.39846 1.02691 -1.12381 -0.0975734 -0.597279 -16.6027 -0.0404309 -8.46833
internal_weight=0 41111 7926 231 104 68 33185 637 538 145 80 65 43 99 393 236 206 109 157 95 67 62 127 97 66 32548 3340 55 29208 61
internal_count=678013 41111 7926 231 104 68 33185 637 538 145 80 65 43 99 393 236 206 109 157 95 67 62 127 97 66 32548 3340 55 29208 61
cat_boundaries=0 1 2 3 4 5
cat_threshold=270348 8200 2 2 2
is_linear=0
shrinkage=0.1


Tree=739
num_leaves=31
num_cat=3
split_feature=13 12 6 12 11 12 12 9 14 11 11 12 11 6 12 0 6 9 12 12 1 12 11 3 3 12 12 11 14 11
split_gain=7942.91 80992.4 112829 299065 94994.9 139370 82786.8 1.996e+06 6.90965e+06 2.37087e+07 368322 623995 1.25711e+06 1.61912e+06 4.17335e+06 803252 621595 339904 348910 321775 319356 312950 508876 306397 306343 361166 299291 329827 286077 341336
threshold=0 18.500000000000004 1.0000000180025095e-35 19.500000000000004 2.5000000000000004 19.500000000000004 2.5000000000000004 1.0000000180025095e-35 1 2.5000000000000004 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 7.5000000000000009 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 14.500000000000002 2.5000000000000004 2 2.5000000000000004
decision_type=9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=1 6 4 -4 5 -3 7 20 21 -10 11 12 16 15 -15 24 -8 23 28 -20 -1 -9 -23 -12 -14 -26 -21 -28 -19 -30
right_child=-2 2 3 -5 -6 -7 10 8 9 -11 17 -13 13 14 -16 -17 -18 18 19 26 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.10016634039641777 -0.0018565964005385642 9.5766082212626937 14.912139493768866 -0.23370619406923654 -1.0957472588039108 -0.14252640936109756 0.94433200346640123 2.0648835812554216 -21.688070297241211 107.47813113177266 0.12331478996897333 -0.72630650227268534 -2.5944198013900164 -13.265360423496791 42.282429921705472 18.100607016147713 -10.910613942146302 -3.0273014709684585 2.8168159861734936 -2.8233338545327173 -7.9231484203338631 3.4375396935836129 -15.821740991929 -1.3189550942037165 9.3295451056096965 1.2924657301469284 -7.504372271247532 6.1027373452411524 -1.7447757523635339 -15.485735742251078
leaf_weight=6356 658307 25 22 32 108 36 563 66 30 27 8027 915 77 21 38 39 48 180 175 602 50 23 34 1804 97 132 23 79 29 48
leaf_count=6356 658307 25 22 32 108 36 563 66 30 27 8027 915 77 21 38 39 48 180 175 602 50 23 34 1804 97 132 23 79 29 48
internal_value=0 0.0625586 1.95754 5.93682 0.686057 3.84073 0.040901 0.329361 10.7149 39.4959 -0.106405 1.16749 2.87471 7.20268 22.5112 4.58471 0.0130106 -0.330588 -1.96832 -1.02069 0.0375429 -2.62271 -8.05045 -0.141343 2.86209 4.69682 -1.97462 3.03447 -5.20945 -10.3106
internal_weight=0 19706 223 54 169 61 19483 6586 180 57 12897 1930 1015 404 59 345 611 10967 1136 879 6406 123 57 9831 306 229 704 102 257 77
internal_count=678013 19706 223 54 169 61 19483 6586 180 57 12897 1930 1015 404 59 345 611 10967 1136 879 6406 123 57 9831 306 229 704 102 257 77
cat_boundaries=0 1 2 3
cat_threshold=2097920 2 2
is_linear=0
shrinkage=0.1


Tree=740
num_leaves=31
num_cat=7
split_feature=4 13 13 12 14 12 13 11 12 12 12 11 12 12 12 11 12 12 11 11 11 14 13 12 12 12 12 13 12 12
split_gain=7611.88 318913 181252 576747 550508 921766 546692 3.40668e+06 1.08042e+07 1.62352e+07 1.37611e+06 960441 1.79846e+06 2.51697e+06 934588 708404 529816 517193 598888 540366 995135 1.50748e+06 2.41573e+06 3.27928e+06 3.51031e+07 3.27544e+06 1.33698e+06 1.32838e+06 2.36392e+06 1.13085e+06
threshold=1.0000000180025095e-35 0 1 1.5000000000000002 2 4.5000000000000009 3 3.5000000000000004 8.5000000000000018 6.5000000000000009 5.5000000000000009 2.5000000000000004 8.5000000000000018 6.5000000000000009 11.500000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 4 5 11.500000000000002 10.500000000000002 5.5000000000000009 9.5000000000000018 6 3.5000000000000004 4.5000000000000009
decision_type=2 9 9 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 9 2 2
left_child=-1 -2 16 -4 -5 -6 7 10 9 -9 -7 -12 13 -13 -10 -8 -3 18 -18 20 -19 22 -22 24 25 29 -27 28 -23 -24
right_child=1 2 3 4 5 6 15 8 14 -11 11 12 -14 -15 -16 -17 17 19 -20 -21 21 27 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014477829772601254 -2.4892827523549399 -3.0646545076623877 2.7074561228623262 -1.4361801522511501 -2.9005603400273112 14.200867154305442 1.6204756737477304 3.18572642586448 -21.36757402420044 95.190450960047116 0.72730392587730308 -2.6791329520089286 -1.5010801123285837 -52.247659511566169 -0.012914647031248661 -2.7101136861316202 -0.13514100872740453 -0.86331270017364636 10.461939496260424 -0.68533731592374525 -0.522467292533628 34.77837957763672 12.613731719508316 0.19758986106285684 139.99644914106889 2.6761247887061193 -22.677004652756914 -3.8695835200815254 2.4852010087221252 39.439711659749349
leaf_weight=665835 515 376 592 3398 670 57 1321 44 32 34 306 21 88 20 57 529 98 892 117 1789 253 25 33 130 22 104 26 356 243 30
leaf_count=665835 515 376 592 3398 670 57 1321 44 32 34 306 21 88 20 57 529 98 892 117 1789 253 25 33 130 22 104 26 356 243 30
internal_value=0 -0.0783322 0.030236 -0.281775 -0.551266 0.39461 1.27455 3.72323 16.1207 43.2903 -0.409158 -2.32357 -9.56054 -26.8589 -7.69099 0.380107 0.527488 0.856754 5.63164 0.593726 1.67615 3.52983 7.11766 12.3768 20.3167 6.6744 -2.3945 0.0914996 5.29987 25.388
internal_weight=0 12178 11663 7169 6577 3179 2509 659 167 78 492 435 129 41 89 1850 4494 4118 215 3903 2114 1222 598 345 215 193 130 624 268 63
internal_count=678013 12178 11663 7169 6577 3179 2509 659 167 78 492 435 129 41 89 1850 4494 4118 215 3903 2114 1222 598 345 215 193 130 624 268 63
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2097226 473728 2 1572868 2 139264 139264
is_linear=0
shrinkage=0.1


Tree=741
num_leaves=31
num_cat=7
split_feature=12 13 8 14 11 11 12 12 11 12 12 11 11 8 14 11 12 13 10 11 14 13 6 6 13 0 11 11 3 1
split_gain=7931.21 75814.5 163980 2.71544e+06 1.07709e+07 923969 366794 296772 541996 1.62899e+06 268359 328221 152961 453721 8.72681e+06 4.65512e+07 756268 1.33036e+06 1.94204e+06 3.28292e+06 1.87505e+06 666523 1.32144e+06 660703 1.01089e+06 2.63373e+06 7.60701e+06 1.1098e+06 597204 566441
threshold=14.500000000000002 0 1.0000000180025095e-35 1 3.5000000000000004 1.0000000180025095e-35 15.500000000000002 17.500000000000004 3.5000000000000004 18.500000000000004 15.500000000000002 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 2 3.5000000000000004 15.500000000000002 3 1.0000000180025095e-35 3.5000000000000004 4 5 1.0000000180025095e-35 1.0000000180025095e-35 6 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 1 9 2 2 9 2 2 2 2 2
left_child=-1 12 -3 5 10 6 -4 -7 -9 -10 -5 -12 -2 16 -15 -16 17 -14 20 -20 21 -19 28 24 25 27 -27 -22 -23 -26
right_child=1 2 3 4 -6 7 -8 8 9 -11 11 -13 13 14 15 -17 -18 18 19 -21 23 22 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.0038208698408199494 -0.011937093309176056 -0.13338528117753479 -4.2926306588309151 -7.3000268206000332 75.135068249702456 1.1251237681332757 -21.775805908867294 0.70720217605628599 -34.628346457481385 0.18270196914672854 12.279929874561452 -2.3055423736572265 -1.6823319435213346 2.4780937689641291 17.194546670180099 -156.33298981406472 0.0035939677426925936 -1.2112383227610235 29.380290585669918 -3.3715073117342862 -9.8657830507327358 4.2389930444220978 -2.8278399409820789 9.1820209331243827 -2.532679170880999 37.330742223403035 -6.2107952268500082 6.6062726575274802 19.413852267795139 9.9112157200658046
leaf_weight=602671 31290 28960 21 32 24 510 28 101 20 41 27 36 944 484 52 22 9502 1137 69 55 78 657 335 355 245 85 76 86 27 43
leaf_count=602671 31290 28960 21 32 24 510 28 101 20 41 27 36 944 484 52 22 9502 1137 69 55 78 657 335 355 245 85 76 86 27 43
internal_value=0 0.0305927 -0.0934029 1.28392 15.279 -1.02594 -14.283 -0.0592792 -3.78796 -11.2308 0.15745 3.94537 0.111724 0.383299 -2.41185 -34.3947 0.497195 1.61604 2.57194 14.8533 2.09269 0.451102 2.2953 5.74896 3.76081 7.46179 16.777 -1.228 4.838 -0.652094
internal_weight=0 75342 29800 840 119 721 49 672 162 61 95 63 45542 14252 558 74 13694 4192 3248 124 3124 2156 1019 968 613 325 161 164 684 288
internal_count=678013 75342 29800 840 119 721 49 672 162 61 95 63 45542 14252 558 74 13694 4192 3248 124 3124 2156 1019 968 613 325 161 164 684 288
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=484148 2 2 287488 2 131076 131076
is_linear=0
shrinkage=0.1


Tree=742
num_leaves=31
num_cat=10
split_feature=12 13 1 12 11 2 12 13 6 11 14 14 13 13 2 11 13 14 11 11 9 0 0 11 0 14 7 13 11 11
split_gain=10533.1 46521.5 179909 244843 174324 76797.9 52663.7 226077 200016 430145 489238 269680 389196 335695 202347 676843 134982 212210 527320 690981 497146 1.00127e+06 343619 137187 1.18953e+06 467483 338411 209623 192571 445195
threshold=15.500000000000002 0 1.0000000180025095e-35 17.500000000000004 3.5000000000000004 1.0000000180025095e-35 16.500000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 2 3 4 5 1.0000000180025095e-35 2.5000000000000004 6 7 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8 1.0000000180025095e-35 9 1.5000000000000002 2.5000000000000004
decision_type=2 9 2 2 2 2 2 9 2 2 1 1 9 9 2 2 9 1 2 2 2 2 2 2 2 1 2 9 2 2
left_child=-1 2 5 -4 -5 -2 7 8 14 10 -10 13 -13 -11 16 -16 17 18 -3 20 21 -20 -21 24 -18 -26 27 -25 -28 -30
right_child=1 6 3 4 -6 -7 -8 -9 9 11 -12 12 -14 -15 15 -17 23 -19 19 22 -22 -23 -24 26 25 -27 28 -29 29 -31
leaf_value=-0.0035831478313639352 0.45970292107271282 -3.5707774768954432 12.971519173516169 -5.8409637451171879 5.4599187508607523 -5.1576666412353518 -0.036178626562449814 -0.20406020276198383 -2.673538616219747 -0.97647952830537843 2.2240294833074916 5.2880142994064228 -0.6170015672459912 3.757857582202325 9.3108722628431124 -3.120801291814665 -3.2486023612194148 -1.5748586838258143 -2.8536526395428568 4.5020523591475055 22.603335173233699 13.900236293247767 -2.9027133354773889 1.6367729506046651 4.6647034138979029 -0.8290828398771064 -3.5492584488608623 -1.2949754230552746 8.5570383776014101 0.15967542846481522
leaf_weight=626294 919 118 27 21 39 25 35730 7430 485 178 352 129 561 978 94 82 472 187 62 121 23 84 130 268 554 215 44 2130 107 154
leaf_count=626294 919 118 27 21 39 25 35730 7430 485 178 352 129 561 978 94 82 472 187 62 121 23 84 130 268 554 215 44 2130 107 154
internal_value=0 0.0433719 0.705123 5.06331 1.50461 0.310938 0.0297668 0.18731 0.573095 1.26653 -0.613868 2.11913 0.554675 3.05293 0.190276 3.51884 0.0648038 1.309 2.33571 3.99516 8.93828 6.78557 0.666915 -0.166805 0.703185 3.12873 -0.566851 -0.965898 2.57058 3.60227
internal_weight=0 51719 1031 87 60 944 50688 14958 7528 2683 837 1846 690 1156 4845 176 4669 725 538 420 169 146 251 3944 1241 769 2703 2398 305 261
internal_count=678013 51719 1031 87 60 944 50688 14958 7528 2683 837 1846 690 1156 4845 176 4669 725 538 420 169 146 251 3944 1241 769 2703 2398 305 261
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=524 270737 2 2 385 257 262401 2 2 8192
is_linear=0
shrinkage=0.1


Tree=743
num_leaves=31
num_cat=5
split_feature=12 13 3 14 11 14 9 12 13 1 11 0 9 12 13 6 11 12 11 11 12 12 11 12 12 12 6 11 6 12
split_gain=8591.15 41182.7 247256 1.3719e+06 145601 117370 854054 2.70732e+06 248078 423381 185223 139801 138980 158678 145399 533408 416298 133446 266222 243418 174105 251956 130615 116805 112916 281598 746044 213199 157094 201971
threshold=15.500000000000002 0 1.0000000180025095e-35 1 3.5000000000000004 2 1.0000000180025095e-35 17.500000000000004 3 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 4 1.0000000180025095e-35 2.5000000000000004 16.500000000000004 1.5000000000000002 1.0000000180025095e-35 18.500000000000004 22.500000000000004 2.5000000000000004 19.500000000000004 20.500000000000004 21.500000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 17.500000000000004
decision_type=2 9 2 1 2 1 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 12 8 -8 9 10 -7 -10 14 -14 15 -2 -17 -13 19 -19 -20 22 23 -22 28 26 27 -26 -16 -30
right_child=1 -3 3 -5 -6 6 7 -9 11 -11 -12 17 13 -15 24 16 -18 18 20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0032248259195372243 -0.5963558173618434 0.008548934855497568 -3.956865926113045 25.141885823469895 3.7505876696387008 9.0367597801931989 36.235616353706078 -5.6540521771543553 -0.63098465674924065 15.753847743846752 -0.030149759248931807 4.121351067105631 -5.4479575096392168 0.36543208358959223 0.053265465129040082 2.0015318408156886 17.76832062216366 -0.067154598893488168 -4.3595832227623985 8.5964253817835168 4.2859192323684701 -7.9080857791900643 8.7059082523468998 -4.226578987969293 -0.31207307392788919 -0.17513918835063313 21.031009618441264 10.59149501106956 -2.9167566903766833 0.47693437500823316
leaf_weight=626294 163 46278 57 26 43 29 27 36 1027 27 101 133 102 87 1822 33 34 68 115 62 40 25 31 27 97 430 24 22 475 278
leaf_count=626294 163 46278 57 26 43 29 27 36 1027 27 101 133 102 87 1822 33 34 68 115 62 40 25 31 27 97 430 24 22 475 278
internal_value=0 0.0391815 0.299159 4.67796 -0.642661 0.195916 0.867202 12.2987 0.439794 4.09805 1.99247 0.036852 -0.133047 -2.77195 0.0146008 2.38736 10.0026 1.40659 0.425435 4.06471 -1.5624 1.05285 3.3388 0.85551 -0.165816 1.10327 4.94745 1.70371 -0.448863 -1.66384
internal_weight=0 51719 5441 126 100 5315 1748 63 1685 157 130 1528 3567 189 3378 230 67 501 368 130 238 123 98 67 3148 573 143 119 2575 753
internal_count=678013 51719 5441 126 100 5315 1748 63 1685 157 130 1528 3567 189 3378 230 67 501 368 130 238 123 98 67 3148 573 143 119 2575 753
cat_boundaries=0 1 2 3 4 5
cat_threshold=803340 2 2 520 4
is_linear=0
shrinkage=0.1


Tree=744
num_leaves=31
num_cat=7
split_feature=8 14 13 12 12 13 12 12 11 11 12 12 13 12 12 12 11 13 12 13 12 11 12 11 12 12 13 11 11 11
split_gain=7970.82 118137 1.00855e+06 655059 644387 531863 928722 1.51259e+06 6.77783e+06 833235 1.64311e+07 4.44399e+07 1.51974e+06 1.85923e+06 1.15187e+06 4.06815e+06 1.43643e+06 1.16378e+06 1.62547e+06 762225 708777 5.04561e+06 979866 972165 902354 853442 728613 707971 667212 855734
threshold=1.0000000180025095e-35 0 1 13.500000000000002 1.0000000180025095e-35 2 13.500000000000002 14.500000000000002 3.5000000000000004 1.0000000180025095e-35 11.500000000000002 12.500000000000002 3 8.5000000000000018 2.5000000000000004 1.5000000000000002 3.5000000000000004 4 5.5000000000000009 5 10.500000000000002 1.5000000000000002 12.500000000000002 3.5000000000000004 12.500000000000002 3.5000000000000004 6 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004
decision_type=2 1 9 2 2 9 2 2 2 2 2 2 9 2 2 2 2 9 2 9 2 2 2 2 2 2 9 2 2 2
left_child=-1 5 3 4 -3 -2 9 8 -8 10 12 -12 13 -7 15 16 -11 18 -16 -9 25 22 -22 -23 -25 -19 -27 -21 -17 -30
right_child=1 2 -4 -5 -6 6 7 19 -10 14 11 -13 -14 -15 17 28 -18 20 -20 27 21 23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.002120388889752029 -0.38293237615572778 18.37158672626202 -0.41928585767940829 18.325130271911622 2.2949900167188693 -4.4158238930702209 2.1148930289528587 3.5841656949354093 -28.012378123954491 2.6779986445694401 169.25281822567896 -28.073848266601562 2.7282881527908089 -35.447819607074443 -32.554517715454104 7.6562494794691887 -8.5783652387693259 -3.051698530505794 -3.5080848347573053 -14.900164915919305 -39.710750115545174 -2.1603720476588264 -12.364949598312378 1.1307590557627702 12.971454263502551 5.0380105460748865 1.1587882544078238 -1.0359006447433143 24.401405592398213 11.032001088460287
leaf_weight=652834 6754 26 10696 29 607 75 242 428 108 353 21 25 248 26 25 121 167 387 84 40 38 610 20 209 93 598 2491 465 88 105
leaf_count=652834 6754 26 10696 29 607 75 242 428 108 353 21 25 248 26 25 121 167 387 84 40 38 610 20 209 93 598 2491 465 88 105
internal_value=0 0.0552186 -0.183723 3.57463 2.95532 0.251579 0.857317 -1.5755 -7.18152 1.39844 5.83172 62.0101 -1.57287 -11.2868 1.0735 4.49021 -0.937026 0.44791 -9.31548 0.527507 0.706636 -1.68192 -30.2812 0.136894 4.77707 1.37521 1.92983 -2.09262 13.478 17.1279
internal_weight=0 25179 11358 662 633 13821 7067 1283 350 5784 395 46 349 101 5389 834 520 4555 109 933 4446 970 58 912 302 3476 3089 505 314 193
internal_count=678013 25179 11358 662 633 13821 7067 1283 350 5784 395 46 349 101 5389 834 520 4555 109 933 4446 970 58 912 302 3476 3089 505 314 193
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2 73984 893335 4192 2097184 133632 4672
is_linear=0
shrinkage=0.1


Tree=745
num_leaves=31
num_cat=6
split_feature=13 1 11 12 14 12 12 12 12 11 12 11 14 12 12 12 12 10 12 14 11 12 12 12 11 12 12 13 0 14
split_gain=8656.33 160178 1.73926e+06 703775 830185 1.76246e+06 414269 1.37859e+06 370731 535087 291289 285216 344766 296773 150283 136322 124325 77613.2 554971 304886 280325 365774 238708 228433 133793 259202 3.06757e+06 3.97051e+06 3.34284e+07 1.00192e+07
threshold=0 1.0000000180025095e-35 2.5000000000000004 17.500000000000004 1 12.500000000000002 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 2 12.500000000000002 15.500000000000002 20.500000000000004 15.500000000000002 1.0000000180025095e-35 7.5000000000000009 3 2.5000000000000004 5.5000000000000009 3.5000000000000004 12.500000000000002 2.5000000000000004 6.5000000000000009 7.5000000000000009 4 1.0000000180025095e-35 5
decision_type=9 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 1
left_child=1 17 8 4 10 6 7 -6 9 -3 -4 12 -10 -14 -13 -16 -15 24 19 20 -19 22 -22 -20 -1 -26 27 28 29 -27
right_child=-2 2 3 -5 5 -7 -8 -9 11 -11 -12 14 13 16 15 -17 -18 18 23 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.10035828130707181 0.0025539249904805192 -1.9343533047970305 -8.2924556211991742 19.6535889570306 26.741954239555028 -7.0928173288385921 20.252223486649363 -6.2994995934622633 11.341374520460766 15.528488091060096 3.6598185890599306 -3.8235632311552763 -5.2410444574041684 8.1706801875945061 -14.460570907592775 -4.1898757457733158 -0.46872740255461798 -3.0281405284142622 2.6144245218485596 -4.6680815033076968 1.4708530061385212 -4.9453199159531369 11.34984528561856 -1.0564571374633407 -0.80463948347315051 24.259532855107235 -0.59610072464906971 1.2098627141316731 105.91477898491753 -38.760403224400115
leaf_weight=19652 645686 47 44 41 23 47 76 28 24 28 38 256 91 31 28 24 36 191 432 388 51 42 47 279 5606 52 4350 290 36 49
leaf_count=19652 645686 47 44 41 23 47 76 28 24 28 38 256 91 31 28 24 36 191 432 388 51 42 47 279 5606 52 4350 290 36 49
internal_value=0 -0.0504647 1.29439 7.48986 5.54176 9.45107 15.5736 8.60155 -1.96235 4.58511 -2.7536 -2.96451 0.174038 -1.52227 -4.81911 -9.72025 3.52861 -0.0873236 -0.807103 -2.76612 -0.536622 2.86252 6.20874 1.17395 -0.0530541 -0.343419 0.197841 8.28601 21.5998 -6.3145
internal_weight=0 32327 862 297 256 174 127 51 565 75 82 490 182 158 308 52 67 31465 1430 719 331 140 98 711 30035 10383 4777 427 137 101
internal_count=678013 32327 862 297 256 174 127 51 565 75 82 490 182 158 308 52 67 31465 1430 719 331 140 98 711 30035 10383 4777 427 137 101
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=270340 2 2 2 4 2
is_linear=0
shrinkage=0.1


Tree=746
num_leaves=31
num_cat=10
split_feature=12 13 8 1 8 13 11 14 12 14 13 12 12 11 11 11 11 11 12 13 11 11 11 13 9 11 13 14 11 13
split_gain=7672.55 193159 3.34456e+06 2.74414e+06 155293 1.39588e+06 555969 478684 703788 471718 1.18148e+06 4.85469e+06 1.30056e+06 1.51369e+06 461363 308215 503000 299137 291190 355896 392430 321169 270274 205778 246515 524112 2.74039e+06 7.66874e+06 2.66367e+07 701100
threshold=1.5000000000000002 0 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1 1.0000000180025095e-35 2 1.0000000180025095e-35 3 4 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 5 2.5000000000000004 3.5000000000000004 2.5000000000000004 6 1.0000000180025095e-35 2.5000000000000004 7 8 1.5000000000000002 9
decision_type=2 9 2 2 2 9 2 1 2 1 9 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 9 1 2 9
left_child=1 2 3 -1 23 9 7 -7 -9 15 11 17 14 -14 22 -6 -17 -11 -18 21 -21 -20 -12 24 -3 26 27 28 -26 -27
right_child=-2 4 -4 -5 5 6 -8 8 -10 10 12 -13 13 -15 -16 16 18 -19 19 20 -22 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.040726826299112097 -0.0051324634361694134 -0.020638426588358561 -29.481099505424499 -25.773271705990751 -4.6724436726289644 3.059022908056936 -0.69079315663618246 -0.88282748899961772 -18.646233466819481 28.507028787786311 -2.0064407240717035 -1.7971406569847694 19.517587816393053 3.5996042300808817 8.1555161347260352 13.589718246459961 -2.2147633249619427 43.753891680317544 10.583293488446404 -8.4215520858764652 3.7341222336043174 -1.1704228222370148 -9.8576503017492456 0.26996553154006409 -19.604299624212857 -0.40221436924665516 -1.573126479376987 -5.1946038866043089 124.50060302070949 -6.3455925081597009
leaf_weight=3119 548990 94236 40 42 85 31 1479 38 54 22 190 78 74 310 37 34 170 31 85 44 67 32 57 26698 29 450 1032 80 23 356
leaf_count=3119 548990 94236 40 42 85 31 1479 38 54 22 190 78 74 310 37 34 170 31 85 44 67 32 57 26698 29 450 1032 80 23 356
internal_value=0 0.0219678 -0.743927 -0.382633 0.0415085 0.762516 -1.22041 -7.68792 -11.3092 3.16163 4.7086 13.0734 2.83012 6.66713 -2.25829 0.832006 1.91506 37.425 0.917725 3.25335 -0.994728 6.7884 -3.81826 0.0243936 -0.0437782 -1.1509 0.206377 13.2354 44.1344 -3.11105
internal_weight=0 129023 3201 3161 125822 2918 1602 123 92 1316 799 131 668 384 284 517 432 53 398 228 111 117 247 122904 96206 1970 1164 132 52 806
internal_count=678013 129023 3201 3161 125822 2918 1602 123 92 1316 799 131 668 384 284 517 432 53 398 228 111 117 247 122904 96206 1970 1164 132 52 806
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2097184 131472 2 2 384 131200 1782161 1048576 2 528529
is_linear=0
shrinkage=0.1


Tree=747
num_leaves=31
num_cat=6
split_feature=13 5 12 11 11 12 12 12 1 14 11 8 8 12 14 11 2 12 12 13 6 3 0 11 14 12 14 1 9 12
split_gain=8730.11 989185 1.03405e+07 2.78635e+07 1.83874e+06 2.24862e+06 145697 486293 1.33075e+06 2.9082e+06 1.06651e+06 2.42021e+07 1.71548e+06 4.96046e+06 4.81489e+06 2.3435e+06 1.36975e+06 972269 2.6966e+06 2.06282e+06 2.75217e+06 4.27841e+06 8.32265e+06 855672 754249 800963 503773 1.34203e+07 4.15435e+06 1.96886e+07
threshold=0 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 2.5000000000000004 13.500000000000002 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4 3.5000000000000004 5 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004
decision_type=9 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 9 2 2 2 2 1 2 1 2 2 2
left_child=1 6 3 -3 5 -4 7 8 -1 -10 12 17 16 14 15 -14 26 -12 19 20 21 22 -19 -15 25 -18 27 -9 -28 -30
right_child=-2 2 4 -5 -6 -7 -8 10 9 -11 11 -13 13 23 -16 -17 24 18 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.2432817275025575 -0.0024569858998125921 126.51904139311416 -45.905976242065435 -19.776470594406131 2.0309604656462574 -2.0704980278557001 -0.18598663609424113 1.1223291336227736 -43.250087348274569 -0.0030282020568847658 -3.9632857891002504 83.229592689307964 -26.449968929290772 20.907028152829128 -5.7014454971712372 -73.746649317307899 -30.655612897021427 80.579412694131179 -4.8466539169947307 0.50739631060896251 -5.0746238259708178 0.28073928885989718 8.4216794100674726 -0.42992743593354465 -2.9226866773406015 -4.8201856684117095 -0.74723519241139735 65.215669816913035 89.638159824239807 -7.0373126364373553
leaf_weight=6145 647414 23 25 30 51 22 16724 3258 23 48 303 37 20 21 52 22 28 31 225 135 34 36 33 179 61 21 2873 33 29 77
leaf_count=6145 647414 23 25 30 51 22 16724 3258 23 48 303 37 20 21 52 22 28 31 225 135 34 36 33 179 61 21 2873 33 29 77
internal_value=0 0.0521963 8.12598 43.7103 -11.1186 -25.3872 0.0121734 0.25365 -0.400557 -14.0126 0.795279 4.16684 0.373961 -7.09459 -26.0415 -51.2244 0.718123 0.49642 3.23183 9.98892 18.1489 27.8598 43.3731 1.81045 -10.3442 -19.5833 0.9122 1.76502 -0.0299339 19.4116
internal_weight=0 30599 151 53 98 47 30448 13724 6216 71 7508 834 6674 294 94 42 6380 797 494 269 134 100 64 200 110 49 6270 3291 2979 106
internal_count=678013 30599 151 53 98 47 30448 13724 6216 71 7508 834 6674 294 94 42 6380 797 494 269 134 100 64 200 110 49 6270 3291 2979 106
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2097952 2 2 32 2 2
is_linear=0
shrinkage=0.1


Tree=748
num_leaves=31
num_cat=10
split_feature=6 13 11 13 12 12 14 11 12 13 12 14 13 12 12 13 12 11 12 13 11 11 12 14 12 12 14 12 12 11
split_gain=7994.24 143214 545984 1.3471e+06 802620 2.44324e+06 4.3172e+06 2.01903e+06 761868 707237 767328 635174 1.41881e+06 491435 1.74878e+06 486413 847941 1.75002e+06 1.38156e+06 2.27941e+06 4.1565e+06 8.78715e+06 1.5818e+07 3.73492e+07 966151 801955 673014 847925 1.41952e+06 1.87415e+06
threshold=1.0000000180025095e-35 0 3.5000000000000004 1 11.500000000000002 10.500000000000002 2 4.5000000000000009 14.500000000000002 3 16.500000000000004 4 5 10.500000000000002 9.5000000000000018 6 12.500000000000002 2.5000000000000004 14.500000000000002 7 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 8 9.5000000000000018 13.500000000000002 9 7.5000000000000009 5.5000000000000009 2.5000000000000004
decision_type=2 9 2 9 2 2 1 2 2 9 2 1 9 2 2 9 2 2 2 9 2 2 2 1 2 2 1 2 2 2
left_child=-1 2 15 4 5 -4 7 -7 13 10 -10 12 -6 14 -5 16 24 18 19 20 21 -18 23 -23 26 -22 -2 28 -28 -30
right_child=1 -3 3 8 11 6 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 25 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0060213055992667701 -0.31941732640419623 -0.04629558231619673 0.65721330416418156 -1.8205239504070136 -0.93627273529167254 24.019282976365247 -6.2615942754665346 4.6036347538591871 -1.3259674708048503 2.351062958226728 -19.20668001174927 1.5852243231082785 -9.8442772339437621 -3.0697119466022453 4.1726460267502974 -0.064432220046352628 -0.025673933364638132 1.9539015951586383 -0.050838865357688647 3.005352177790233 1.3952337761447855 -123.76108219312584 -0.70562237678690165 -0.060061880258413462 2.3351050233457231 -5.6291408734110036 0.80099502122506194 -0.91685074578010495 1.8071438493085172 9.1898088551292858
leaf_weight=518152 5011 107718 5363 4303 1131 151 119 83 96 855 32 580 204 1819 549 15423 199 1864 1745 326 365 46 94 52 4163 293 4241 1517 993 526
leaf_count=518152 5011 107718 5363 4303 1131 151 119 83 96 855 32 580 204 1819 549 15423 199 1864 1745 326 365 46 94 52 4163 293 4241 1517 993 526
internal_value=0 0.0195591 0.155582 -0.346875 0.593245 1.18763 9.24613 17.1325 -1.28327 1.3141 -5.37614 -1.17782 -2.37825 -1.66793 -1.1424 0.363993 0.671972 -0.470404 -1.91877 -4.28935 -6.5228 -14.7508 -30.0128 -58.1238 1.01848 -1.73264 0.572419 1.18655 1.74051 4.36362
internal_weight=0 159861 52143 15285 7631 5716 353 234 7654 983 128 1915 1335 6671 4852 36858 21435 4984 3120 1375 1049 391 192 98 16451 658 12288 7277 5760 1519
internal_count=678013 159861 52143 15285 7631 5716 353 234 7654 983 128 1915 1335 6671 4852 36858 21435 4984 3120 1375 1049 391 192 98 16451 658 12288 7277 5760 1519
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=500173 193 2 33028 2 1 426252 163840 2 2
is_linear=0
shrinkage=0.1


Tree=749
num_leaves=31
num_cat=6
split_feature=12 13 11 11 12 13 8 11 12 14 1 12 14 12 12 11 14 11 11 12 11 10 12 12 0 13 12 11 12 12
split_gain=8749.52 106327 679560 1.19475e+06 134948 88527.9 175828 477804 170005 1.12222e+06 144456 306659 1.77603e+06 1.05987e+07 1.80486e+06 880149 432654 1.17562e+06 340996 141766 255800 238455 259209 242405 232801 303256 711382 747676 236554 661598
threshold=12.500000000000002 0 1.5000000000000002 1.0000000180025095e-35 16.500000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 2 1.0000000180025095e-35 17.500000000000004 3 18.500000000000004 18.500000000000004 3.5000000000000004 4 4.5000000000000009 2.5000000000000004 15.500000000000002 3.5000000000000004 1.0000000180025095e-35 21.500000000000004 22.500000000000004 1.0000000180025095e-35 5 16.500000000000004 2.5000000000000004 18.500000000000004 19.500000000000004
decision_type=2 9 2 2 2 9 2 2 2 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=-1 2 3 4 -2 6 10 -8 9 -9 19 16 13 -13 -14 -15 17 -12 -16 -3 24 22 -22 -24 -21 26 27 -26 -28 -30
right_child=1 5 -4 -5 -6 -7 7 8 -10 -11 11 12 14 15 18 -17 -18 -19 -20 20 21 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=-0.0054605071796618825 -1.6817324324351988 -0.4531223020349267 -6.2428144443952123 19.85080699758096 6.84385653026402 0.048955132346458034 14.162797617090161 2.7420210281739368 2.7975167431387793 -15.953902049180938 0.17630777476746362 -69.200111037034262 21.760972159249445 -2.7976889677345755 -14.146499760945639 22.535601170857749 -2.0866987465969666 27.249274120330814 -1.1076240389775007 0.14600161870738262 -1.4100971154609938 4.3177042261759437 8.9545129791233276 0.50269342755925839 -1.7243336750910832 0.90316226653408904 -1.1943776451239065 18.527514548379866 16.711310895284019 -1.6820842295885088
leaf_weight=550725 82 8384 65 44 24 113243 29 148 215 41 81 26 35 32 27 24 283 20 78 1677 1469 90 45 138 26 701 119 61 33 48
leaf_count=550725 82 8384 65 44 24 113243 29 148 215 41 81 26 35 32 27 24 283 20 78 1677 1469 90 45 138 26 701 119 61 33 48
internal_value=0 0.0236299 2.19557 5.99857 0.24859 0.0197808 -0.218968 1.76419 0.874196 -1.31371 -0.283228 -1.79185 -4.75041 -16.4375 2.09488 8.05944 -0.0814306 5.53729 -4.46048 -0.211754 0.247431 -0.694899 -0.967983 2.58101 0.863393 2.08107 4.76077 12.4752 1.64301 5.81152
internal_weight=0 127288 215 150 106 127073 13830 433 404 189 13397 606 222 82 140 56 384 101 105 12791 4407 1742 1652 183 2665 988 287 87 200 81
internal_count=678013 127288 215 150 106 127073 13830 433 404 189 13397 606 222 82 140 56 384 101 105 12791 4407 1742 1652 183 2665 988 287 87 200 81
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 65921 2 2 2 1
is_linear=0
shrinkage=0.1


Tree=750
num_leaves=31
num_cat=11
split_feature=12 13 0 11 14 11 11 13 11 12 12 11 2 8 10 13 14 11 8 14 13 11 14 12 13 12 0 13 11 14
split_gain=8466.7 154636 230731 319115 793289 1.06693e+06 1.32578e+06 547387 1.71361e+06 437612 279092 345938 724893 653100 566402 586945 1.32909e+06 1.79586e+06 450104 1.12839e+06 359783 316343 497523 256970 235184 232166 229545 506684 446446 1.10618e+06
threshold=1.5000000000000002 0 1.0000000180025095e-35 2.5000000000000004 1 1.5000000000000002 1.0000000180025095e-35 2 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 4 2.5000000000000004 1.0000000180025095e-35 5 6 2.5000000000000004 7 1.0000000180025095e-35 8 1.0000000180025095e-35 1.0000000180025095e-35 9 2.5000000000000004 10
decision_type=2 9 2 2 1 2 2 9 2 2 2 2 2 2 2 9 1 2 2 1 9 2 1 2 9 2 2 9 2 1
left_child=1 2 10 4 5 6 23 8 -5 -8 -1 13 18 14 -12 21 -17 -18 -13 -20 -15 -16 -23 -4 25 -7 -3 28 29 -28
right_child=-2 26 3 7 -6 24 9 -9 -10 -11 11 12 -14 20 15 16 17 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.081438423251132028 -0.0054152334866592574 0.13809902322359949 9.9619157314300537 -0.083422719319661456 -0.1170784974928762 7.6531475601909325 28.899079277936153 -1.0795181913306748 23.445878170698119 14.194262214660647 -0.58523002446183658 -1.1307578472220816 -13.533426376342774 7.0414760806825427 -2.3135813271844543 -2.9077460193634033 28.820564613342288 -2.4593634112127898 -24.124075749715171 0.06456635086624711 0.52812050855096015 15.558026590018438 -3.3053547117445206 -3.0315612252553308 -0.65650600962119532 1.5388448699100599 -3.0518235887519616 -0.64893199834783089 -0.30740695163155163 4.8179798934155471
leaf_weight=12341 548990 87618 23 150 976 107 34 1370 39 50 11409 2471 50 170 154 55 50 29 30 54 177 29 27 45 192 148 243 9287 1021 674
leaf_count=12341 548990 87618 23 150 976 107 34 1370 39 50 11409 2471 50 170 154 55 50 29 30 54 177 29 27 45 192 148 243 9287 1021 674
internal_value=0 0.023053 -0.175036 0.637166 1.6411 4.50586 11.7433 -0.377075 4.53204 20.1462 -0.269216 -0.563499 -1.60883 -0.338449 -0.464687 3.53322 8.40125 17.3381 -1.37547 -8.57423 3.93725 0.0256667 6.46318 1.36329 2.04479 3.94957 0.0835453 -0.342206 1.12519 2.73252
internal_weight=0 129023 30180 3134 1575 599 152 1559 189 84 27046 14705 2605 12100 11753 344 134 79 2555 84 347 210 56 68 447 255 98843 11225 1938 917
internal_count=678013 129023 30180 3134 1575 599 152 1559 189 84 27046 14705 2605 12100 11753 344 134 79 2555 84 347 210 56 68 447 255 98843 11225 1938 917
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2818336 2 524288 196640 2 2 131072 2 131072 49352 2
is_linear=0
shrinkage=0.1


Tree=751
num_leaves=31
num_cat=11
split_feature=11 12 13 6 13 12 14 12 12 14 12 13 8 12 12 8 8 14 13 9 14 12 1 14 12 1 14 12 14 12
split_gain=9590.45 88907 292305 446934 1.545e+06 549736 3.49708e+06 3.63959e+06 5.33532e+06 1.10521e+06 723820 375704 2.4016e+06 1.59724e+07 1.10311e+06 1.13006e+07 2.21789e+06 3.66956e+07 926727 1.43472e+06 1.20156e+06 704443 6.67427e+06 1.03421e+08 1.52798e+07 890742 7.6789e+06 3.77526e+06 477961 490093
threshold=3.5000000000000004 13.500000000000002 0 1.0000000180025095e-35 1 15.500000000000002 2 17.500000000000004 16.500000000000004 3 14.500000000000002 4 1.0000000180025095e-35 14.500000000000002 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5 6 1.0000000180025095e-35 7 17.500000000000004 1.0000000180025095e-35 8 20.500000000000004 1.0000000180025095e-35 9 16.500000000000004 10 18.500000000000004
decision_type=2 2 9 2 9 2 1 2 2 1 2 9 2 2 2 2 2 1 9 2 1 2 2 1 2 2 1 2 1 2
left_child=-1 -2 -3 11 5 9 7 8 -7 -5 -11 12 21 -14 15 18 -16 -18 -13 -20 -21 25 28 -24 -25 -4 -27 -28 29 -23
right_child=1 2 3 4 -6 6 -8 -9 -10 10 -12 14 13 -15 16 -17 17 -19 19 20 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.0064682144283697233 -0.0059583727562738118 -0.49655754689518361 -0.45436930895852123 -1.7937867949609043 0.62712976694240552 12.652718685948571 -4.8356926895323262 -0.61283526844448521 67.07553932436052 4.5325979868570965 21.418728290904653 5.1940789662847777 -60.428692962646487 4.3712559909940518 0.25292432017062411 32.573357408329592 3.3102836998630334 -126.9412114461263 -1.7717310333151777 14.438959774461765 -7.007704999106271 -6.2132051556174828 206.10828806559243 -93.943007377341942 3.4177395167946814 -39.812224964682876 -2.4141371780566958 43.848291123997086 3.8686697391265223 -0.08298712210957282
leaf_weight=522892 136685 4271 2331 147 3562 43 84 45 31 60 44 331 50 159 4521 118 219 24 1190 103 35 185 24 27 40 52 89 22 187 442
leaf_count=522892 136685 4271 2331 147 3562 43 84 45 31 60 44 331 50 159 4521 118 219 24 1190 103 35 185 24 27 40 52 89 22 187 442
internal_value=0 0.0218455 0.227984 0.446482 1.33975 6.76794 10.7864 21.8137 35.4515 3.78762 11.6767 0.0934524 -0.724656 -11.1311 0.544994 2.67216 -0.247306 -9.55406 0.545367 -0.647546 8.99959 -0.0869082 2.30295 27.9873 -35.8172 -0.954116 -8.10081 6.75499 -0.568405 -1.89174
internal_weight=0 155121 18436 14165 4016 454 203 119 74 251 104 10149 3608 209 6541 1777 4764 243 1659 1328 138 3399 905 91 67 2494 163 111 814 627
internal_count=678013 155121 18436 14165 4016 454 203 119 74 251 104 10149 3608 209 6541 1777 4764 243 1659 1328 138 3399 905 91 67 2494 163 111 814 627
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=33123 526336 2 2 1574912 2 20484 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=752
num_leaves=31
num_cat=5
split_feature=13 12 12 3 12 8 11 12 5 12 13 11 12 11 0 11 11 10 5 7 14 12 12 11 14 0 12 3 11 14
split_gain=9036.69 105288 123825 1.48543e+06 1.92173e+06 478727 1.04891e+06 558419 342144 356943 160851 454405 276742 226591 206418 154098 159370 141211 148641 124885 371215 123931 470364 431947 879872 4.13624e+06 1.99888e+07 620927 4.16196e+06 1.82957e+06
threshold=0 12.500000000000002 10.500000000000002 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 1.0000000180025095e-35 8.5000000000000018 1 3.5000000000000004 11.500000000000002 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 6.5000000000000009 5.5000000000000009 1.0000000180025095e-35 3 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 3.5000000000000004 4
decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 1
left_child=1 2 8 5 -5 10 7 -7 21 -10 11 13 -13 14 17 -8 -17 18 -4 -12 -21 22 -1 24 25 -23 -27 -25 -29 -30
right_child=-2 -3 3 4 -6 6 15 -9 9 -11 19 12 -14 -15 -16 16 -18 -19 -20 20 -22 23 -24 27 -26 26 -28 28 29 -31
leaf_value=-0.019578833685099953 0.0030631423545364055 0.28103170113521586 0.17755556460254968 -35.378292779411588 1.3504293770625675 -7.3035715392657696 4.9323310045819539 -27.655769861661469 -13.354480903576581 1.7719823287083554 -1.4059095764838494 -13.346523638148057 -0.37521509589820079 2.3786250321425664 -1.818793169151653 -8.1502663930257153 0.80339793515205382 4.5439339669545493 7.0041630477616286 -2.4242472005467262 10.232836254222974 0.54947849676173222 -1.5858559463174926 -0.37640136352363718 -0.068490030623528653 105.21556648586107 1.7272437678443062 -0.81797680837706432 11.466318744061942 38.204080393507674
leaf_weight=22042 633876 8141 953 28 29 28 38 26 39 26 1072 38 29 548 440 33 50 90 33 62 37 465 2100 6033 957 23 99 558 83 37
leaf_count=22042 633876 8141 953 28 29 28 38 26 39 26 1072 38 29 548 440 33 50 90 33 62 37 465 2100 6033 957 23 99 558 83 37
internal_value=0 -0.0437291 -0.11719 -0.679313 -16.6917 -0.416814 -5.51377 -17.1028 -0.0559945 -7.3039 -0.146685 0.371074 -7.73208 0.635911 0.00595837 -0.341821 -2.75649 0.752139 0.406032 -1.08283 2.30618 -0.0414526 -0.155822 0.293024 1.80111 4.84917 21.2373 -0.053942 2.81538 19.7105
internal_weight=0 44137 35996 3534 57 3477 175 54 32462 65 3302 2131 67 2064 1516 121 83 1076 986 1171 99 32397 24142 8255 1544 587 122 6711 678 120
internal_count=678013 44137 35996 3534 57 3477 175 54 32462 65 3302 2131 67 2064 1516 121 83 1076 986 1171 99 32397 24142 8255 1544 587 122 6711 678 120
cat_boundaries=0 1 2 3 4 5
cat_threshold=270350 270336 2 2 2
is_linear=0
shrinkage=0.1


Tree=753
num_leaves=31
num_cat=6
split_feature=13 1 11 12 12 14 12 11 12 12 12 11 11 14 12 11 12 12 12 12 14 6 12 12 13 11 11 14 12 12
split_gain=8668.75 131642 1.40649e+06 577444 3.26939e+06 1.06836e+06 1.18158e+06 391347 724976 666744 297424 433678 240903 248738 187694 115632 100421 394821 147858 97508.5 93397.5 77881.8 199106 395324 838532 788398 1.70247e+06 4.47517e+06 411704 436416
threshold=0 1.0000000180025095e-35 2.5000000000000004 20.500000000000004 16.500000000000004 1 12.500000000000002 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.5000000000000002 2 15.500000000000002 3.5000000000000004 12.500000000000002 14.500000000000002 20.500000000000004 5.5000000000000009 3 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4 1.5000000000000002 2.5000000000000004 5 2.5000000000000004 4.5000000000000009
decision_type=9 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 9 2 2 1 2 2
left_child=1 21 10 4 5 15 7 8 9 -7 11 -3 13 -12 20 -4 -15 -18 -19 -10 -14 -1 -23 24 25 -24 27 -27 -25 -30
right_child=-2 2 3 -5 -6 6 -8 -9 19 -11 12 -13 14 16 -16 -17 17 18 -20 -21 -22 22 23 28 -26 26 -28 -29 29 -31
leaf_value=-0.16976638721490284 0.002545230660373429 -1.7647413111747579 -7.4229269239637592 -6.6643074890662888 44.238814677362861 19.745046026056464 -5.6687093651294713 1.9127539548006927 29.19009642167525 -4.3563102404276526 6.1034834237325768 13.95647542136056 -10.215519750118256 -3.5576031184328194 -14.850868935585021 0.91932059923807774 11.581937726338705 -6.1639248187725357 3.0720364203819863 20.783212960732953 -3.3865788010526297 -2.5289762630536865 0.36754670584643329 -3.1427719068921305 -3.9198560832876019 57.204438972473149 -1.8648438862391883 6.3472235156643784 2.5876570880094314 0.013097187678814369
leaf_weight=24247 645686 47 54 29 23 22 40 22 22 24 42 28 24 181 20 24 24 52 26 37 121 257 108 363 103 24 56 62 748 5497
leaf_count=24247 645686 47 54 29 23 22 40 22 22 24 42 28 24 181 20 24 24 52 26 37 121 257 108 363 103 24 56 62 748 5497
internal_value=0 -0.0505114 1.16867 6.74002 8.19049 4.80636 9.31936 14.04 16.581 7.17043 -1.75999 4.10451 -2.65761 -1.07774 -5.76949 -4.85608 -2.1435 0.365837 -3.08527 23.918 -4.51689 -0.0839276 0.204426 0.305343 3.56588 6.54499 11.7042 20.5399 0.131165 0.321467
internal_weight=0 32327 862 297 268 245 167 127 105 46 565 75 490 325 165 78 283 102 78 59 145 31465 7218 6961 353 250 142 86 6608 6245
internal_count=678013 32327 862 297 268 245 167 127 105 46 565 75 490 325 165 78 283 102 78 59 145 31465 7218 6961 353 250 142 86 6608 6245
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=270340 2 2 2 8192 2
is_linear=0
shrinkage=0.1


Tree=754
num_leaves=31
num_cat=8
split_feature=12 12 0 11 11 7 13 0 13 14 12 14 11 12 0 11 9 1 14 0 14 6 7 14 11 10 13 11 7 1
split_gain=8143.26 52855.2 399588 894604 79202.5 60961.3 52616 64925.7 120283 107953 50517.9 50885.3 108800 46391.7 50791.4 54357.4 34928.4 31395 56620.9 30198.2 28577.5 19971.2 45846.5 19033 30384.7 16950.5 17535.7 62546.9 195398 46260.8
threshold=28.500000000000004 27.500000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 0 1.0000000180025095e-35 1 2 26.500000000000004 3 2.5000000000000004 29.500000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 5 1.0000000180025095e-35 1.0000000180025095e-35 6 1.0000000180025095e-35 1.0000000180025095e-35 7 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 9 2 9 1 2 1 2 2 2 2 2 2 1 2 1 2 2 1 2 2 9 2 2 2
left_child=1 10 5 4 -4 17 13 16 9 -9 -1 -12 19 -2 20 -16 25 18 -3 -13 21 22 -15 -10 -25 26 27 29 -29 -8
right_child=6 2 3 -5 -6 -7 7 8 23 -11 11 12 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00058173432421430296 -2.402196554927265 -1.8741159214186915 3.3737003771464034 21.157392251902614 -3.0212498209055734 2.9178355782032015 -0.18012053378855397 -2.8907528612195801 -0.80584175374852607 -10.550395331175432 -0.49077363133929269 0.47113699331516179 -9.044842701653641 4.4120638089302266 7.0061347178050459 1.8135451184378732 -3.1320256179932393 1.2496234178543091 -6.9789149795259746 -4.1214520238001233 -2.065758686291205 -0.61879083498930321 -1.0090806236633889 -1.7235212986285871 2.5704982831743028 -1.6576912777220951 -0.41601134961965136 7.8702615692501983 -2.1696820391549005 3.0139058954575484
leaf_weight=675763 34 97 45 29 34 25 409 92 332 23 239 41 24 39 28 72 33 20 28 22 37 39 26 26 45 47 235 42 36 51
leaf_count=675763 34 97 45 29 34 25 409 92 332 23 239 41 24 39 28 72 33 20 28 22 37 39 26 26 45 47 235 42 36 51
internal_value=0 0.000548202 1.37913 6.13573 0.621443 -1.64271 -0.222148 -0.475015 -1.36156 -4.06887 -1.86542e-05 -1.24456 -3.31531 1.01874 1.54363 3.26747 0.0577857 -2.42901 -3.01759 -1.13262 0.321053 1.17021 2.24361 -0.476219 0.99804 0.186156 0.298266 0.60672 3.23644 0.174
internal_weight=0 676367 278 108 79 170 1646 1371 518 115 676089 326 87 275 241 100 853 145 125 63 141 104 65 403 71 820 773 538 78 460
internal_count=678013 676367 278 108 79 170 1646 1371 518 115 676089 326 87 275 241 100 853 145 125 63 141 104 65 403 71 820 773 538 78 460
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=561217 1204224 2 2 2 2 2 1179664
is_linear=0
shrinkage=0.1


Tree=755
num_leaves=31
num_cat=5
split_feature=13 12 12 2 11 14 0 0 3 11 14 11 0 0 3 11 6 10 7 9 11 12 0 14 3 12 4 14 11 10
split_gain=7039.45 66539.4 463882 2.02711e+06 2.80103e+06 9.58047e+06 3.88228e+07 9.06556e+06 2.56629e+06 3.16012e+06 2.25753e+06 6.91336e+06 1.90871e+07 1.69327e+06 1.25084e+06 1.54915e+06 777056 1.86689e+06 521707 409376 307527 565731 847508 1.91491e+06 956290 649939 474404 1.12094e+06 2.7547e+06 386661
threshold=0 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 3 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 4 1.5000000000000002 1.0000000180025095e-35
decision_type=9 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2
left_child=1 20 3 4 10 7 14 8 9 16 11 12 -3 18 15 -7 17 -6 -12 -13 26 -22 24 -24 -23 -25 29 -28 -29 -1
right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11 13 19 -14 -15 -16 -17 -18 -19 -20 -21 21 22 23 25 -26 -27 27 28 -30 -31
leaf_value=0.20587164786749176 0.0020832370513512543 1.2959165321206148 -0.079614664359041298 -22.520066326314755 35.602020767756869 1.4798636386269017 114.52247752654246 -38.050617021029119 31.712550196928134 -26.345164871215822 -3.2139399937116182 -1.0910503542800833 115.94705871582033 -15.618416471562833 -19.970557708740234 27.365763776055697 0.30911805516197566 -4.4003557586669926 8.2746363152398015 -15.395031322132457 -0.28962294687447526 0.26245195312227088 -0.18413916308470446 -13.337217002691226 -7.7527761214818716 -32.158873891830446 -7.9229663266075994 0.56409163841834431 41.521877940495813 -3.1219915414183106
leaf_weight=8035 650973 53 12588 33 28 114 39 61 34 32 325 221 20 117 20 29 42 20 45 22 3687 629 99 43 195 32 36 52 24 365
leaf_count=8035 650973 53 12588 33 28 114 39 61 34 32 325 221 20 117 20 29 42 20 45 22 3687 629 99 43 195 32 36 52 24 365
internal_value=0 -0.0499794 0.103167 1.93652 2.59696 9.22483 24.8974 -5.3644 7.41676 0.645796 -0.861413 5.72092 32.7072 -5.1325 3.45338 6.72945 10.2426 18.9344 -1.81668 -2.38606 -0.21066 -0.861337 -2.97347 -9.31502 -1.63436 -21.3678 0.147472 6.61278 13.4981 0.0612681
internal_weight=0 27040 13843 1255 1222 419 202 217 156 122 803 316 73 487 163 143 90 48 370 243 13197 4685 998 174 824 75 8512 112 76 8400
internal_count=678013 27040 13843 1255 1222 419 202 217 156 122 803 316 73 487 163 143 90 48 370 243 13197 4685 998 174 824 75 8512 112 76 8400
cat_boundaries=0 1 2 3 4 5
cat_threshold=8196 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=756
num_leaves=31
num_cat=8
split_feature=11 13 0 12 8 12 12 13 6 7 13 3 12 14 12 12 6 13 3 12 12 4 14 13 3 2 13 8 2 10
split_gain=7404.99 92714.5 635311 448206 875670 681384 1.15343e+06 2.35287e+06 2.69604e+06 1.7886e+06 1.09004e+06 2.30767e+06 3.15996e+06 1.11194e+06 1.12952e+06 2.2099e+06 1.27536e+06 1.08586e+06 927554 741990 633885 2.26731e+06 3.87857e+06 1.05962e+06 2.8359e+06 1.64332e+06 726523 1.69844e+07 1.12663e+07 864923
threshold=3.5000000000000004 0 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 1 1.0000000180025095e-35 1.0000000180025095e-35 2 1.0000000180025095e-35 10.500000000000002 3 12.500000000000002 10.500000000000002 1.0000000180025095e-35 4 1.0000000180025095e-35 16.500000000000004 6.5000000000000009 1.0000000180025095e-35 5 6 1.0000000180025095e-35 1.0000000180025095e-35 7 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 2 9 2 2 9 2 2 1 2 2 2 9 2 2 2 2 1 9 2 2 9 2 2 2
left_child=-1 2 3 4 -2 6 20 8 17 18 11 13 -13 14 15 -7 -17 -8 -9 -16 26 23 -23 24 -22 -25 27 28 -5 -28
right_child=1 -3 -4 5 -6 10 7 9 -10 -11 -12 12 -14 -15 19 16 -18 -19 -20 -21 21 22 -24 25 -26 -27 29 -29 -30 -31
leaf_value=-0.0056864873478806284 -1.0259575335650568 0.054194321957376293 -1.0482414065301664 -2.4902742103380819 -17.211597725924324 -3.2081789487202963 9.0215841376263164 -0.87769980079987475 19.424843739354333 12.990241192662438 -0.17007784018619182 -0.84616419219970718 -51.646071044603985 2.90700747119753 4.3026713292250474 -15.951952721454479 -48.387508270957255 -3.9214589012993706 -13.492734533197741 -13.253390327366915 -1.7283743674242045 8.5777970541091193 -49.20366750863883 -2.8630076062679293 33.176309342817824 23.675262160847584 0.2011302345282128 74.979786121845251 73.892388801574711 4.2260346496314334
leaf_weight=522892 1979 128735 6081 560 34 75 128 408 172 86 6192 25 24 190 89 27 22 116 68 33 79 21 26 840 33 24 8432 32 20 570
leaf_count=522892 1979 128735 6081 560 34 75 128 408 172 86 6192 25 24 190 89 27 22 116 68 33 79 21 26 840 33 24 8432 32 20 570
internal_value=0 0.0191929 -0.151539 0.116933 -1.29934 0.272791 0.735541 4.02198 9.60551 -0.277005 -0.532188 -5.04766 -25.7278 -2.8393 -7.2775 -13.9987 -30.5149 3.07736 -2.67985 -0.446099 0.433375 -1.93314 -23.3864 -0.900045 7.85473 -2.10151 0.68519 3.99139 0.143611 0.455478
internal_weight=0 155121 26386 20305 2013 18292 11615 978 416 562 6677 485 49 436 246 124 49 244 476 122 10637 1023 47 976 112 864 9614 612 580 9002
internal_count=678013 155121 26386 20305 2013 18292 11615 978 416 562 6677 485 49 436 246 124 49 244 476 122 10637 1023 47 976 112 864 9614 612 580 9002
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=792996 4224 262176 2 4096 2 262404 32
is_linear=0
shrinkage=0.1


Tree=757
num_leaves=31
num_cat=9
split_feature=10 13 12 12 11 12 12 14 11 13 12 11 11 11 14 12 12 12 14 13 13 12 11 13 12 11 12 12 11 13
split_gain=7605.92 322411 290106 630903 403008 735537 1.90794e+06 1.71924e+06 361622 289845 1.7882e+06 5.11743e+06 605418 800638 2.08502e+06 2.9595e+06 4.70628e+06 285394 258748 2.02352e+06 1.66278e+06 1.6194e+06 1.10975e+06 1.60768e+06 2.1079e+06 4.67172e+06 2.0617e+06 1.54999e+06 934592 1.81505e+06
threshold=1.0000000180025095e-35 0 8.5000000000000018 2.5000000000000004 3.5000000000000004 12.500000000000002 11.500000000000002 1 2.5000000000000004 2 1.5000000000000002 3.5000000000000004 3.5000000000000004 2.5000000000000004 3 1.5000000000000002 1.0000000180025095e-35 17.500000000000004 4 5 6 11.500000000000002 2.5000000000000004 7 7.5000000000000009 3.5000000000000004 1.5000000000000002 9.5000000000000018 2.5000000000000004 8
decision_type=2 9 2 2 2 2 2 1 2 9 2 2 2 2 1 2 2 2 1 9 9 2 2 9 2 2 2 2 2 9
left_child=-1 2 3 9 8 6 -6 -8 -4 10 -2 -12 13 -11 15 16 -15 -7 20 -20 21 22 -3 24 -24 27 -25 -26 29 -21
right_child=1 18 4 -5 5 17 7 -9 -10 12 11 -13 -14 14 -16 -17 -18 -19 19 28 -22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=0.0022329732344444661 -2.8311180467058903 1.6731429112353973 0.42166980989867203 -2.0498152361219724 0.86800868979398749 -0.95498141684757298 23.628455908504534 -3.4498191717899207 -2.4757064958768233 -0.78703114319164147 -2.8187502153458137 45.009203186035158 -3.8474119110107425 -4.819549457843487 -3.6591434673070911 -5.9856516160463036 49.074685766530592 -11.815457739653411 -2.9173560886544583 11.822255016142323 -0.61152524802513808 -3.1702023315139947 7.2581133521064221 24.674738016801005 61.478529235839851 -5.9110067494710288 0.45247839753056918 28.468063678163471 -0.13386608985628667 1.704239317559038
leaf_weight=649465 157 842 1200 2733 345 233 81 33 672 452 62 35 300 26 100 38 43 27 1407 176 11236 387 181 39 25 30 355 33 3069 4231
leaf_count=649465 157 842 1200 2733 345 233 81 33 672 452 62 35 300 26 100 38 43 27 1407 176 11236 387 181 39 25 30 355 33 3069 4231
internal_value=0 -0.0505057 -0.666591 -1.20742 0.154506 2.16689 4.57413 15.79 -0.618414 0.690558 3.62149 14.4388 -0.122216 1.57177 6.72239 16.4248 28.7667 -2.0828 0.132707 0.549577 -0.149265 2.58552 4.08274 7.1429 12.9491 26.1259 2.77957 42.6967 1.20435 2.13901
internal_weight=0 28548 6537 3946 2591 719 459 114 1872 1213 254 97 959 659 207 107 69 260 22011 8883 13128 1892 1505 663 269 88 394 58 7476 4407
internal_count=678013 28548 6537 3946 2591 719 459 114 1872 1213 254 97 959 659 207 107 69 260 22011 8883 13128 1892 1505 663 269 88 394 58 7476 4407
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1400834 2 16384 2 2 4292 2101444 132 264
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=7
split_feature=12 13 5 11 13 11 12 13 11 4 12 0 14 8 9 12 14 14 6 7 7 11 9 12 2 12 12 13 8 11
split_gain=7344.01 110391 479106 268627 877488 429846 442108 410008 816216 3.99982e+06 2.97971e+06 6.14589e+06 9.00122e+06 2.03646e+06 981040 3.44488e+06 9.33122e+06 1.49562e+06 710273 696562 683918 657343 1.01464e+06 1.27615e+06 2.08959e+06 1.18183e+07 1.1222e+06 1.10386e+06 935209 2.51776e+07
threshold=3.5000000000000004 0 1.0000000180025095e-35 1.5000000000000002 1 1.0000000180025095e-35 1.5000000000000002 2 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 4 5 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 6 1.0000000180025095e-35 3.5000000000000004
decision_type=2 9 2 2 9 2 2 9 2 2 2 2 1 2 2 2 1 1 2 2 2 2 2 2 2 2 2 9 2 2
left_child=1 2 3 4 5 -1 -7 8 9 10 13 20 -13 18 -10 16 -16 -17 19 -5 -12 -9 23 -23 27 -26 -24 28 -25 -30
right_child=-2 -3 -4 7 -6 6 -8 21 14 -11 11 12 -14 -15 15 17 -18 -19 -20 -21 -22 22 26 24 25 -27 -28 -29 29 -31
leaf_value=-0.59370945235859085 0.00769025761303661 -0.045054713185654044 -9.8492920377602182 -1.3701118524152829 0.22436278899337136 -1.4230671174529261 -4.9848463854212675 -0.45167827500876589 -0.28393783479842921 44.638788275285208 4.9095191109471203 65.182489404012998 3.8620392975983799 22.397633978215662 -1.1372296749159347 0.2597857425087377 57.834353041037538 -28.31159758391204 3.6101322741003083 5.4389787790965451 -7.3222034149169932 -0.22054667313666504 1.3926816699653866 2.7897857015333689 -22.279201191350037 54.688060061704554 -10.132534270046811 -0.029594383910019603 -29.100265357607885 67.612667294766041
leaf_weight=1544 439605 197547 48 1919 9720 783 628 10775 4156 22 533 43 54 41 86 57 39 27 434 163 50 4986 160 2363 38 42 179 1861 63 47
leaf_count=1544 439605 197547 48 1919 9720 783 628 10775 4156 22 533 43 54 41 86 57 39 27 434 163 50 4986 160 2363 38 42 179 1861 63 47
internal_value=0 -0.0141066 0.135493 0.14727 -0.234981 -1.74079 -3.00832 0.319458 0.945063 2.14376 1.85495 7.73832 31.0453 0.290344 0.0522536 6.73748 17.2619 -8.92387 -0.0699101 -0.837027 3.86049 0.0864493 0.68191 0.875746 2.11411 18.1286 -4.6929 1.8185 3.19643 12.2225
internal_weight=0 238408 40861 40813 12675 2955 1411 28138 7624 3259 3237 680 97 2557 4365 209 125 84 2516 2082 583 20514 9739 9400 4414 80 339 4334 2473 110
internal_count=678013 238408 40861 40813 12675 2955 1411 28138 7624 3259 3237 680 97 2557 4365 209 125 84 2516 2082 583 20514 9739 9400 4414 80 339 4334 2473 110
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2175852 8960 73984 2 2 2 2101280
is_linear=0
shrinkage=0.1


Tree=759
num_leaves=31
num_cat=11
split_feature=12 13 6 13 11 12 13 14 11 11 11 13 11 14 11 11 11 11 13 12 14 11 11 14 11 11 1 14 13 12
split_gain=10075 148578 389140 560340 795443 688286 975408 4.08025e+06 4.4191e+06 3.09223e+06 3.6808e+06 2.01651e+06 1.31626e+06 1.94254e+06 3.91156e+06 875349 891481 754345 590192 579869 1.27029e+06 512879 487159 1.04171e+06 449744 371126 1.10396e+06 3.92815e+06 466420 499960
threshold=1.5000000000000002 0 1.0000000180025095e-35 1 1.0000000180025095e-35 1.0000000180025095e-35 2 3 2.5000000000000004 4.5000000000000009 3.5000000000000004 4 2.5000000000000004 5 3.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 6 1.0000000180025095e-35 7 1.5000000000000002 1.0000000180025095e-35 8 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 9 10 1.0000000180025095e-35
decision_type=2 9 2 9 2 2 9 1 2 2 2 9 2 1 2 2 2 2 9 2 1 2 2 1 2 2 2 1 9 2
left_child=1 -1 25 5 18 17 12 9 11 10 15 21 24 -14 -15 -8 -17 22 19 -5 -21 -9 -4 -24 -7 26 28 -28 -3 -30
right_child=-2 2 3 4 -6 6 7 8 -10 -11 -12 -13 13 14 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.18722249493933008 -0.0058860678072900595 0.23491997545021667 0.3252748513221741 2.5550632081850613 -0.53669025253398861 0.72273638564928444 -5.8786055461220128 10.056174050607989 -5.7559556464778572 -2.792167499636816 25.455198518435161 2.6079445901318135 -2.6062320631377554 19.581425247192385 -1.3269435036945814 19.573279468083786 4.2370301012722953 -0.8261783102665462 -0.39306836100672027 -7.5974974756655484 18.960920283306077 25.155544643867309 -6.6635915069580083 17.072585234843512 -6.8292084441787893 -0.027863337984925421 -40.205492885410791 -1.3448774708260736 -0.10972963625186616 -1.8657360437266477
leaf_weight=39321 548990 4735 80 99 4372 113 46 31 515 121 192 204 343 160 203 59 106 1523 163 23 83 82 25 71 261 69379 32 139 2967 3575
leaf_count=39321 548990 4735 80 99 4372 113 46 31 515 121 192 204 343 160 203 59 106 1523 163 23 83 82 25 71 261 69379 32 139 2967 3575
internal_value=0 0.0251685 -0.0458838 0.58267 -0.160515 1.43152 2.51245 4.28357 -0.0381262 11.2272 15.4366 9.25109 0.246758 2.78997 7.88887 6.32006 9.7209 -0.109879 4.30425 7.68356 13.1982 19.3048 6.08856 10.8913 -4.54747 -0.114906 -0.642417 -8.61704 -0.521493 -1.0677
internal_weight=0 129023 89702 8875 4740 4135 2436 1356 832 524 403 317 1080 706 363 211 165 1699 368 205 106 113 176 96 374 80827 11448 171 11277 6542
internal_count=678013 129023 89702 8875 4740 4135 2436 1356 832 524 403 317 1080 706 363 211 165 1699 368 205 106 113 176 96 374 80827 11448 171 11277 6542
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=313942 1056897 1048576 2 128 2 200712 2 2 2 2232353
is_linear=0
shrinkage=0.1


Tree=760
num_leaves=31
num_cat=7
split_feature=12 13 8 1 14 13 10 11 12 11 12 9 11 11 12 9 11 11 11 6 13 11 11 13 11 13 13 11 3 11
split_gain=8172.69 131586 2.78401e+06 1.9566e+06 149123 419533 1.6128e+06 2.06435e+06 2.87146e+06 889499 575464 1.06086e+06 4.87243e+06 6.69409e+06 417731 857627 664656 883646 578451 588591 7.69329e+06 5.80224e+06 1.35958e+06 2.72468e+06 3.26809e+06 1.10188e+06 905952 1.66206e+06 3.17111e+06 1.10093e+06
threshold=1.5000000000000002 0 1.0000000180025095e-35 1.0000000180025095e-35 1 2 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 3 3.5000000000000004 2.5000000000000004 4 3.5000000000000004 5 6 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002
decision_type=2 9 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 9 9 2 2 2
left_child=1 2 3 -1 5 14 10 -8 -9 -10 11 -7 13 -13 15 -3 17 -17 19 26 21 -21 25 24 -24 -22 27 28 -16 -30
right_child=-2 4 -4 -5 -6 6 7 8 9 -11 -12 12 -14 -15 18 16 -18 -19 -20 20 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0090767896760155977 -0.0052974491178420834 0.099926164296445963 -26.827880041599276 -21.719456273033508 -0.060019145710834193 0.12412285876200652 -1.4323392403470052 -1.0769120381290751 25.897993459934142 12.266292844025985 -0.73956224303818763 -15.658086966699171 -10.850306897349173 40.542451570994821 0.7515159812135962 -0.27293002783105924 -0.5178682637214661 -16.859906759716218 -0.79976375369344144 -3.9453312448354865 4.9707297349875832 31.897314741804792 -4.8629520582116177 -7.7732529939045012 23.694406528204262 -1.676958803593112 0.23361510465484178 -0.54911890489750192 5.124416731900947 12.3806389004944
leaf_weight=3119 548990 14350 40 42 68982 10589 277 133 82 115 12843 31 77 67 1292 52 130 84 2211 65 626 148 92 424 71 407 10406 1431 430 407
leaf_count=3119 548990 14350 40 42 68982 10589 277 133 82 115 12843 31 77 67 1292 52 130 84 2211 65 626 148 92 424 71 407 10406 1431 430 407
internal_value=0 0.0226721 -0.609474 -0.279629 0.0387997 0.158735 -0.156626 4.9329 10.2758 17.9404 -0.287558 0.251747 7.97411 22.7647 0.392714 -0.00436555 -5.63063 -10.5178 0.715181 0.927191 2.61198 20.0195 0.198412 -3.64341 7.13822 2.38344 0.706066 2.08056 3.85786 8.65283
internal_weight=0 129023 3201 3161 125822 56840 24214 607 330 197 23607 10764 175 98 32626 14616 266 136 18010 15799 1833 213 1620 587 163 1033 13966 3560 2129 837
internal_count=678013 129023 3201 3161 125822 56840 24214 607 330 197 23607 10764 175 98 32626 14616 266 136 18010 15799 1833 213 1620 587 163 1033 13966 3560 2129 837
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2097184 2 575837 1 526336 24 16400
is_linear=0
shrinkage=0.1


Tree=761
num_leaves=31
num_cat=11
split_feature=13 12 12 13 1 11 11 8 14 9 14 11 11 14 13 7 11 14 2 14 13 11 3 6 14 11 3 2 14 11
split_gain=11558.9 107649 399368 1.23189e+06 3.11647e+06 2.5525e+07 2.21415e+06 4.96182e+06 7.59996e+06 3.57123e+06 8.58141e+06 8.27047e+06 1.34223e+06 1.5527e+06 1.24129e+06 1.31954e+06 2.54317e+06 4.19969e+06 1.20059e+06 1.52935e+06 1.71862e+06 1.34152e+06 2.49559e+06 1.1743e+06 1.08401e+06 1.1324e+06 991883 859900 794022 792270
threshold=0 2.5000000000000004 1.5000000000000002 1 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 2 1.0000000180025095e-35 3 3.5000000000000004 2.5000000000000004 4 5 1.0000000180025095e-35 3.5000000000000004 6 1.0000000180025095e-35 7 8 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 10 3.5000000000000004
decision_type=9 2 2 9 2 2 2 2 1 2 1 2 2 1 9 2 2 1 2 1 9 2 2 2 1 2 2 2 1 2
left_child=-1 2 -2 4 6 -6 18 9 -9 14 -11 -12 -7 -14 26 27 17 -17 19 20 21 22 -4 -22 -20 -26 -8 -16 -28 -29
right_child=1 -3 3 -5 5 12 7 8 -10 10 11 -13 13 -15 15 16 -18 -19 24 -21 23 -23 -24 -25 25 -27 28 29 -30 -31
leaf_value=-0.011061190797515526 -0.035734447104185073 -0.024609302110081915 -42.620096164279516 -0.096541301432499005 104.16977321483472 -11.620801710313366 -3.27174936154714 41.642616548538207 -1.6796460023740445 -3.7920631548253505 79.74738658558239 6.5484280290274786 -6.9890391297773888 14.624703398204986 0.74462097273118222 -2.405183397180894 -1.4867941481672755 26.854389269598602 -6.21730432095735 -2.4061822724428281 1.2875134316558787 -2.1655284874922747 -2.1563034057617188 8.6369532780384457 37.823328663053971 7.9383362501859667 16.976222506436436 -0.61891025786704201 2.4852167302911936 -19.898804571689706
leaf_weight=394240 58121 199544 27 16335 27 62 52 80 82 82 33 29 55 84 3985 85 198 116 23 2497 1509 143 35 254 21 32 121 47 55 39
leaf_count=394240 58121 199544 27 16335 27 62 52 80 82 82 33 29 55 84 3985 85 198 116 23 2497 1509 143 35 254 21 32 121 47 55 39
internal_value=0 0.0154058 0.110206 0.435096 1.32244 12.8779 1.0478 2.49869 19.7141 1.92271 17.4349 45.5092 0.614867 6.0725 1.44724 1.06662 6.5571 14.4809 -0.551015 -0.763153 1.32152 -7.14365 -19.7776 2.33313 11.9121 19.7796 8.49025 0.531116 12.4478 -9.36212
internal_weight=0 283773 84229 26108 9773 228 9545 5004 162 4842 144 62 201 139 4698 4470 399 201 4541 4465 1968 205 62 1763 76 53 228 4071 176 86
internal_count=678013 283773 84229 26108 9773 228 9545 5004 162 4842 144 62 201 139 4698 4470 399 201 4541 4465 1968 205 62 1763 76 53 228 4071 176 86
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=59615 2228512 2 2 2 2097152 2 2 32 2 2
is_linear=0
shrinkage=0.1


Tree=762
num_leaves=31
num_cat=9
split_feature=12 13 5 11 9 13 12 14 14 11 14 12 12 11 12 11 13 8 13 12 11 11 3 13 12 11 0 14 10 3
split_gain=11710.1 105301 386230 220459 195867 937868 2.99408e+06 1.42094e+07 2.82855e+06 448537 974825 1.86564e+06 2.08167e+06 1.35914e+06 221203 208455 651588 463742 784618 570950 346062 326933 389172 320767 1.28845e+06 3.79666e+06 6.32913e+06 9.25313e+06 601603 349971
threshold=3.5000000000000004 0 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1 1.5000000000000002 2 3 2.5000000000000004 4 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 5 1.0000000180025095e-35 6 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 8 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 2 9 2 1 1 2 1 2 2 2 2 2 9 2 9 2 2 2 2 9 2 2 2 1 2 2
left_child=1 2 4 -4 15 6 8 -8 14 -7 -11 -12 13 -13 -6 16 21 -18 19 -19 -20 -1 -23 24 29 26 28 -28 -26 -17
right_child=-2 -3 3 -5 5 9 7 -9 -10 10 11 12 -14 -15 -16 23 17 18 20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.45708543669880841 0.0096926072811757708 -0.048056948471886025 -2.859784673761439 -16.521121626808533 -5.3230319404602051 -0.74423878155177159 -4.5436388242362753 70.196499701107243 -36.45436330724646 0.52172253286516346 0.5171065136066918 -47.832609040396562 -6.1117566282098945 -15.402427037556969 7.8603750773838588 1.3501061311651963 0.12638330080056132 2.0342554454450257 -5.5110666916519406 15.342162728309631 7.4060267282383778 -4.5836912218286603 -1.1721542758441597 0.18172614808609522 7.4376768459876379 -1.3112049985021241 80.811807454427083 5.6141281551784949 -6.7118410861853395 -0.65856425875308
leaf_weight=1487 439605 197547 27 21 20 790 101 34 27 185 103 28 66 24 35 1543 9258 54 80 80 28 574 801 22545 336 534 30 36 33 1981
leaf_count=1487 439605 197547 27 21 20 790 101 34 27 185 103 28 66 24 35 1543 9258 54 80 80 28 574 801 22545 336 534 30 36 33 1981
internal_value=0 -0.0178311 0.128279 -8.83662 0.138854 -1.01795 4.89938 14.2798 -9.94653 -2.11486 -4.83391 -9.31713 -17.9012 -32.8648 3.06641 0.180341 -0.159833 0.239092 4.56077 9.28627 -1.97895 -1.47967 -2.59632 0.335871 1.10647 4.33834 11.2736 39.7949 6.17227 0.220942
internal_weight=0 238408 40861 48 40813 1413 217 135 82 1196 406 221 118 52 55 39400 12362 9500 242 134 108 2862 1375 27038 4493 969 435 66 369 3524
internal_count=678013 238408 40861 48 40813 1413 217 135 82 1196 406 221 118 52 55 39400 12362 9500 242 134 108 2862 1375 27038 4493 969 435 66 369 3524
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2175852 256 2 2 2 8960 4100 74240 2
is_linear=0
shrinkage=0.1


Tree=763
num_leaves=31
num_cat=9
split_feature=12 13 8 1 2 11 13 14 11 12 12 8 13 11 14 12 14 13 12 12 11 11 11 11 12 13 11 11 11 14
split_gain=11375.8 112441 2.23042e+06 1.58519e+06 139750 760083 125556 143524 174986 397241 157977 120515 1.1567e+06 401368 352586 528666 342967 988324 3.96893e+06 978831 1.14149e+06 390435 257722 313700 261284 335196 333220 248022 218776 196372
threshold=1.5000000000000002 0 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1 2 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 4 1.0000000180025095e-35 5 6 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 7 2.5000000000000004 2.5000000000000004 2.5000000000000004 8
decision_type=2 9 2 2 2 2 9 1 2 2 2 2 9 2 1 2 1 9 2 2 2 2 2 2 2 9 2 2 2 1
left_child=1 2 3 4 6 -6 -1 10 -9 -10 -8 -3 16 14 -14 -16 22 18 27 21 -21 28 -13 -24 -25 26 -26 -18 -19 -15
right_child=-2 11 -4 -5 5 -7 7 8 9 -11 -12 12 13 29 15 -17 17 19 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.74206187321571493 -0.0062662200039160457 0.026562999899031565 -24.025029067993167 -19.560397177650817 7.1673884453312047 -13.932607751143607 0.023816547338028404 -0.46978008524576825 -1.9483429730593504 6.9828226540305396 -2.9136617834797973 -4.1211219469706215 2.8674682863827412 0.70641547845686159 -0.79304270744323735 -16.248485716333928 25.677296655828304 -1.8150098258912253 -1.6662965456644696 16.817756001790368 3.119237159349904 7.0967499523628055 10.164342945378003 -1.9694711574288304 -7.8255407680164684 6.5227137814951313 3.3756328810506795 39.560526398689518 -8.8744785643460471 -1.668924672942832
leaf_weight=1513 548990 122904 40 42 31 38 342 600 91 110 394 87 29 581 38 53 22 191 78 75 322 41 41 172 44 121 67 31 57 868
leaf_count=1513 548990 122904 40 42 31 38 342 600 91 110 394 87 29 581 38 53 22 191 78 75 322 41 41 172 44 121 67 31 57 868
internal_value=0 0.0267323 -0.557621 -0.262424 -0.00255982 -4.4529 0.09812 -0.5371 0.385697 2.93936 -1.54869 0.0416397 0.676802 -1.16931 -6.73457 -9.79456 2.81182 4.11932 11.7823 2.44854 5.70712 -1.94306 0.856712 1.82991 0.984084 3.17379 -0.976499 33.7977 -3.43755 -0.716494
internal_weight=0 129023 3201 3161 3119 69 3050 1537 801 201 736 125822 2918 1569 120 91 1349 817 131 686 397 289 532 445 404 232 111 53 248 1449
internal_count=678013 129023 3201 3161 3119 69 3050 1537 801 201 736 125822 2918 1569 120 91 1349 817 131 686 397 289 532 445 404 232 111 53 248 1449
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2097184 32 2 131476 2 2 384 272 2
is_linear=0
shrinkage=0.1


Tree=764
num_leaves=31
num_cat=10
split_feature=13 11 5 14 12 0 12 12 11 12 14 12 12 12 12 14 13 14 11 9 13 3 12 12 14 12 12 14 12 13
split_gain=11631.3 118268 1.27717e+06 6.91771e+06 1.8529e+07 526942 1.79752e+06 3.55264e+06 1.71601e+06 4.88479e+06 3.99963e+06 3.63975e+06 1.04449e+06 730723 431399 1.15715e+06 421980 718702 415437 613571 488974 1.17265e+06 933278 514527 1.45849e+06 1.79866e+06 1.24076e+06 450735 983192 378930
threshold=0 1.5000000000000002 1.0000000180025095e-35 1 7.5000000000000009 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 2 5.5000000000000009 4.5000000000000009 9.5000000000000018 5.5000000000000009 3 4 5 1.0000000180025095e-35 1.0000000180025095e-35 6 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 7 2.5000000000000004 2.5000000000000004 8 3.5000000000000004 9
decision_type=9 2 2 1 2 2 2 2 2 2 1 2 2 2 2 1 9 1 2 2 9 2 2 2 1 2 2 1 2 9
left_child=1 2 5 -4 -5 18 7 -7 12 10 -10 -11 -9 16 15 -14 17 -8 -1 20 21 -20 -23 24 26 -26 -24 28 -21 -22
right_child=-2 -3 3 4 -6 6 13 8 9 11 -12 -13 14 -15 -16 -17 -18 -19 19 27 29 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0016279269653385405 -0.0069669534372877664 0.064324403628028853 -8.9805923195261705 -17.550245390997993 85.389693407451418 -0.8153053379404791 -15.130048889308782 -5.733603045464247 9.2253124937719235 -6.4798433710317145 47.061507116464469 17.997619288420875 -2.9106561342875166 0.28698961789933192 2.9812366202726204 19.047131628460356 -1.8126187078982121 -2.9389606798612156 -5.7889283914853191 -20.006597811110478 -0.59549756314537594 -0.070240386651486769 40.667047391619008 3.7667615360683868 -9.1912460234107041 23.688504028320313 10.016888641357422 -0.82664997381599337 -4.2855631769854128 -2.3290751007136463
leaf_weight=10583 527727 125149 95 36 34 827 77 87 49 122 65 121 36 1920 118 72 559 130 137 47 7619 196 28 90 41 28 25 228 259 1508
leaf_count=10583 527727 125149 95 36 34 827 77 87 49 122 65 121 36 1920 118 72 559 130 137 47 7619 196 28 90 41 28 25 228 259 1508
internal_value=0 0.0245655 -0.173372 8.59566 32.4492 -0.231312 0.792753 3.56949 8.98176 13.7205 30.7986 5.70852 3.57691 -0.754817 7.16104 11.7279 -3.36613 -7.12939 -0.437366 -0.892577 -0.71039 2.17603 4.90387 9.50257 13.7339 4.15126 26.2094 -4.19241 -6.70023 -0.884162
internal_weight=0 150286 25137 165 70 24972 4183 1497 670 357 114 243 313 2686 226 108 766 207 20789 10206 9672 545 408 212 122 69 53 534 306 9127
internal_count=678013 150286 25137 165 70 24972 4183 1497 670 357 114 243 313 2686 226 108 766 207 20789 10206 9672 545 408 212 122 69 53 534 306 9127
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=3736352 2 2 2 3145728 2 2097664 2 2 1573120
is_linear=0
shrinkage=0.1


Tree=765
num_leaves=31
num_cat=11
split_feature=12 13 9 13 14 11 11 12 4 13 12 11 12 11 14 12 13 11 1 13 7 14 13 11 12 14 13 9 12 11
split_gain=10418.6 108465 305903 248721 176776 628205 328873 181133 175308 842270 1.8579e+06 1.16589e+06 384213 274134 845387 151600 212323 129697 538974 512250 670759 1.49066e+06 436881 1.1031e+06 2.73617e+06 428940 866243 3.51807e+06 6.29572e+06 1.9543e+07
threshold=1.5000000000000002 0 1.0000000180025095e-35 1 2 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 4 1.0000000180025095e-35 5 2.5000000000000004 1.0000000180025095e-35 6 1.0000000180025095e-35 7 8 1.5000000000000002 1.0000000180025095e-35 9 10 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002
decision_type=2 9 2 9 1 2 2 2 2 9 2 2 2 2 1 2 9 2 2 9 2 1 9 2 2 1 9 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 17 10 -10 13 -11 -12 -15 -5 -17 18 25 20 -19 -22 -20 -24 -25 26 -3 -28 29 -29
right_child=-2 8 3 15 5 -7 -8 -9 9 12 11 -13 -14 14 -16 16 -18 19 22 -21 21 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.035667656903090796 -0.0059960740308916301 1.6291626842974605 -10.588460180976176 0.95169919073963782 -2.4588146675334261 -18.069442279918775 3.226790349623736 -2.3776297900987706 -3.7384638225331024 2.4313663187893955 12.616983577183316 2.6147637759937963 -5.1984532304243611 40.60833715438843 15.628824688139417 -3.6684492430795324 0.65853653963582193 0.62435566798892828 1.4732293227749156 -0.27002837719868727 -5.7282714602152511 11.196302794288187 -0.40591517055735871 -6.1339574592954982 30.635478050231935 -0.095749511450139935 -0.31930824980506156 -18.037400074188525 -0.18002848952047287 104.572082226093
leaf_weight=65614 548990 5173 44 312 85 37 68 69 119 110 35 68 165 20 42 265 194 3982 594 21146 75 170 85 34 50 22514 7808 26 93 26
leaf_count=65614 548990 5173 44 312 85 37 68 69 119 110 35 68 165 20 42 265 194 3982 594 21146 75 170 85 34 50 22514 7808 26 93 26
internal_value=0 0.0255836 -0.0630595 -1.7371 -4.11532 -7.19319 -2.2681 -5.57477 0.120408 1.88337 5.58877 12.6544 -2.07121 19.6925 23.6867 -0.739503 -1.90519 0.104474 0.225443 -0.0690807 0.934608 6.01531 2.85524 7.19953 15.7526 0.169143 0.623492 -0.032651 15.4011 43.2673
internal_weight=0 129023 66688 1074 303 122 181 113 62335 559 284 165 275 97 62 771 459 61776 36403 25373 4227 245 763 169 84 35640 13126 7953 145 52
internal_count=678013 129023 66688 1074 303 122 181 113 62335 559 284 165 275 97 62 771 459 61776 36403 25373 4227 245 763 169 84 35640 13126 7953 145 52
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2822569 4352 2 1097792 2 131073 272898 2 1318992 2 16404
is_linear=0
shrinkage=0.1


Tree=766
num_leaves=31
num_cat=3
split_feature=13 14 11 1 12 12 11 5 11 12 13 5 10 11 12 12 12 12 12 8 11 11 4 12 9 12 12 12 3 6
split_gain=11696.6 144329 664710 1.10997e+06 1.33849e+07 5.88144e+06 557581 2.03271e+06 9.07277e+06 1.76769e+07 491542 920916 531609 729069 819852 1.96259e+06 560263 1.34004e+06 526804 2.15039e+06 3.73812e+06 743471 2.28514e+06 2.21052e+06 3.02248e+06 8.40795e+06 1.64934e+07 3.47083e+06 8.17577e+06 4.2082e+06
threshold=0 1 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 2 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 6.5000000000000009 7.5000000000000009 10.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -3 9 -9 18 12 -12 16 -15 -16 -14 -18 19 -8 -21 22 23 24 27 26 -26 29 -29 -20
right_child=-2 6 -4 4 5 -7 10 8 -10 -11 11 -13 13 14 15 -17 17 -19 21 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.93983410955814151 -0.00686196778541414 0.34103224190506287 0.045370793827874394 65.485625876149825 -55.565992539579213 3.609625590351266 -0.83339461955523186 111.43573770108431 -2.128335029028193 -11.246547335386277 -1.0206836780976525 -19.349222138192921 -2.7087707509930503 -1.2287952599702059 43.778021697998049 0.49543147954073818 29.749760208129885 -2.6985024915422713 -0.57810804285752515 -39.534677927117599 8.6188289642333995 -0.45537315797978017 -9.9835155092940049 -0.097665728761646822 -6.459111391264817 -16.77082739935981 103.22666714008038 -0.42973983216641554 18.382663392315944 11.17577827386884
leaf_weight=10012 532243 36905 67191 31 22 71 2665 23 137 24 6735 27 149 27 20 22 20 35 2721 38 28 9621 196 7674 29 36 26 536 406 343
leaf_count=10012 532243 36905 67191 31 22 71 2665 23 137 24 6735 27 149 27 20 22 20 35 2721 38 28 9621 196 7674 29 36 26 536 406 343
internal_value=0 0.0251084 -0.0685042 -0.823375 8.57973 -10.3889 0.130876 0.393306 10.8778 48.7895 -0.179556 -0.915048 -0.845331 3.48067 12.3664 21.1062 0.4752 9.10087 0.0335699 -1.27499 -19.1059 0.199125 0.725316 0.90363 2.77913 20.8003 45.3923 2.36977 7.67837 0.737683
internal_weight=0 145770 77327 10136 124 93 68443 37089 184 47 31354 7035 7008 273 69 42 204 55 24319 2731 66 21588 11967 11771 4097 91 55 4006 942 3064
internal_count=678013 145770 77327 10136 124 93 68443 37089 184 47 31354 7035 7008 273 69 42 204 55 24319 2731 66 21588 11967 11771 4097 91 55 4006 942 3064
cat_boundaries=0 1 2 3
cat_threshold=1639200 2 1049344
is_linear=0
shrinkage=0.1


Tree=767
num_leaves=31
num_cat=8
split_feature=12 13 5 11 7 8 11 12 12 12 12 14 12 12 2 6 13 2 11 9 9 13 12 14 12 14 14 9 13 1
split_gain=14933.7 99215.7 240527 185775 538217 544810 4.04876e+06 5.70535e+06 1.86145e+07 817084 2.2808e+06 5.25615e+06 516402 378753 9.78158e+06 2.6562e+06 3.02974e+06 2.04169e+06 3.74587e+06 733955 712168 3.57327e+06 1.18564e+07 1.46314e+06 660897 2.30316e+06 377446 348673 349015 330222
threshold=3.5000000000000004 0 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.5000000000000002 1 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3 1.5000000000000002 4 1.5000000000000002 5 6 1.0000000180025095e-35 7 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 9 2 1 2 1 1 2 9 2
left_child=1 2 3 27 5 13 9 -8 -9 10 12 -12 -7 17 15 19 -17 20 -19 29 -5 22 23 -22 -23 -26 -6 -1 -29 -15
right_child=-2 -3 -4 4 26 6 7 8 -10 -11 11 -13 -14 14 -16 16 -18 18 -20 -21 21 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.062742367565438148 0.010939927641714087 -0.043896153285388463 -8.0136720909012702 0.5624501836129433 1.0595366723547677 -14.01171345374523 -15.54139208325318 72.877556150609792 -14.386621497327631 -2.213626570817901 -58.205092239379887 -3.830602171421051 0.50218862186778679 -0.73921766837171266 51.705605697631839 17.346262014288651 1.0236267668201078 1.232256157186967 -34.420989540789996 -8.0733317269998448 9.2827595687494036 0.30351352691650391 60.720209901983083 -17.773204216590297 3.5358480943952291 -36.204669067382817 -3.912346001941517 -6.7045670657090746 -1.016727844936274 6.234620780415006
leaf_weight=18153 439605 209945 36 6224 233 39 56 44 55 82 32 40 66 1192 39 180 300 79 47 136 41 98 44 39 35 25 443 132 501 72
leaf_count=18153 439605 209945 36 6224 233 39 56 44 55 82 32 40 66 1192 39 180 300 79 47 136 41 98 44 39 35 25 443 132 501 72
internal_value=0 -0.0201422 0.15503 0.165429 0.522278 0.727449 -2.81543 9.96794 24.3975 -10.4657 -14.2887 -27.997 -4.88869 0.898979 2.13622 1.10792 7.52732 0.540977 -12.067 -1.09302 0.785152 5.70039 17.6054 -3.90702 -4.47391 -13.0227 -2.19866 -0.0177065 -2.3248 -0.341974
internal_weight=0 238408 28463 28427 9641 8965 414 155 99 259 177 72 105 8551 1919 1880 480 6632 126 1400 6506 282 124 80 158 60 676 18786 633 1264
internal_count=678013 238408 28463 28427 9641 8965 414 155 99 259 177 72 105 8551 1919 1880 480 6632 126 1400 6506 282 124 80 158 60 676 18786 633 1264
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=69992 2 4096 264 2 2 2 288
is_linear=0
shrinkage=0.1


Tree=768
num_leaves=31
num_cat=11
split_feature=12 13 9 13 14 11 14 4 13 12 11 12 11 14 12 11 13 6 14 13 12 11 11 11 13 11 11 11 13 12
split_gain=13921.3 91565.3 282997 228572 539632 1.40804e+06 229732 226417 534922 1.51466e+06 954892 390746 228473 672024 180140 174893 137769 129045 746567 2.31473e+06 1.4845e+06 2.16585e+06 2.14212e+06 1.36107e+06 951244 1.54948e+06 692538 719201 466896 2.14656e+06
threshold=1.5000000000000002 0 1.0000000180025095e-35 1 2 2.5000000000000004 3 1.0000000180025095e-35 4 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 5 1.0000000180025095e-35 2.5000000000000004 6 1.0000000180025095e-35 7 8 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 3.5000000000000004 9 4.5000000000000009 1.5000000000000002 2.5000000000000004 10 1.0000000180025095e-35
decision_type=2 9 2 9 1 2 1 2 9 2 2 2 2 1 2 2 9 2 1 9 2 2 2 2 9 2 2 2 9 2
left_child=1 2 17 4 15 -6 16 -3 9 -9 12 -10 -11 -14 -8 -4 -5 -1 19 20 -19 22 26 28 25 -25 -22 -28 29 -20
right_child=-2 7 3 6 5 -7 14 8 11 10 -12 -13 13 -15 -16 -17 -18 18 23 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.070926180049587215 -0.0069214105977586891 0.099431968728147496 -4.2790238297503924 -4.4789975451034252 -2.6834949757371631 -32.071034406579059 2.7854197163616075 -3.3562575022713474 3.4104619262492761 11.355130506243025 2.3592013415168314 -4.2510931126865339 36.548114929199222 14.276654216221401 -1.181857659317288 4.4894103516472716 -0.99191961779800897 0.85031549214621682 -2.8527436549974525 -0.32570158149928929 -4.9696500223615896 -2.4203802692003489 20.478322708606722 -9.9486685308486393 -0.17491886415763905 3.6665141203693139 17.754969684148239 3.9800748465196145 -0.63576234672991405 5.0888972263542014
leaf_weight=59660 548990 60991 46 196 56 23 209 119 113 35 68 162 20 42 253 45 296 343 575 1882 46 121 192 382 389 107 59 106 1653 834
leaf_count=59660 548990 60991 46 196 56 23 209 119 113 35 68 162 20 42 253 45 296 343 575 1882 46 121 192 382 389 107 59 106 1653 834
internal_value=0 0.0295829 -0.050877 -1.62436 -4.90401 -11.2394 -0.978276 0.117775 2.12119 5.06477 11.4451 -1.06419 17.8145 21.461 0.612863 0.0570151 -2.49228 -0.0242287 0.392271 1.65705 5.89676 9.31259 12.8354 -0.490185 -3.96112 -6.82981 5.8807 8.90564 0.505075 1.83496
internal_weight=0 129023 67473 1124 170 79 954 61550 559 284 165 275 97 62 462 91 492 66349 6689 2749 867 524 403 3940 878 489 211 165 3062 1409
internal_count=678013 129023 67473 1124 170 79 954 61550 559 284 165 275 97 62 462 91 492 66349 6689 2749 867 524 403 3940 878 489 211 165 3062 1409
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2830753 8448 2 2 1097792 2 4097 2 8321 528385 131488
is_linear=0
shrinkage=0.1


Tree=769
num_leaves=31
num_cat=9
split_feature=12 12 13 10 2 11 14 13 11 11 6 13 0 3 13 7 3 13 3 11 11 0 13 13 1 11 3 13 11 6
split_gain=13849.6 87906.7 983519 1.03823e+06 763947 2.02161e+06 725671 1.61771e+06 990342 2.2432e+06 2.25874e+06 2.77188e+06 9.95082e+06 2.39182e+06 1.8754e+06 1.28048e+06 978692 872843 1.56073e+06 1.0798e+06 777825 5.4186e+06 2.16563e+06 1.38127e+06 1.20349e+06 3.2459e+06 838017 931334 1.28274e+06 4.59743e+06
threshold=3.5000000000000004 2.5000000000000004 0 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1 2 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6 7 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 8 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 9 2 2 2 1 9 2 2 2 9 2 2 9 2 2 9 2 2 2 2 9 9 2 2 2 9 2 2
left_child=1 -1 -3 4 6 -6 7 8 17 10 11 12 16 -13 -15 -11 -10 -4 19 -19 21 -8 -23 24 -22 -26 27 28 29 -25
right_child=-2 2 3 -5 5 -7 20 -9 9 15 -12 13 -14 14 -16 -17 -18 18 -20 -21 23 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.01199003426239344 0.010538069061983506 -0.74337433530652708 -3.1448278915339074 -2.8079056729580061 -0.67055165810136097 -17.761729671841575 -0.98018614009775984 0.27629572966670329 -6.9635369555155435 0.45671629728749397 -3.5743715053134495 -0.57393500056467406 76.700769042968759 14.213099977081896 2.5539085810301736 13.35709716891065 16.060906887054443 7.4634760920206702 -0.91172350103204902 36.631173740733757 -1.86927042754011 11.227369278468444 -0.60793013465778722 1.3500651316209273 1.5407478706509461 41.168683060355811 -0.7638598023020492 0.4448738937894503 2.8330686983003517 51.704358642578121
leaf_weight=188147 439605 17444 451 1119 393 84 2631 11057 30 1536 180 309 28 398 234 81 48 30 121 22 5687 613 213 66 204 23 3136 2990 1108 25
leaf_count=188147 439605 17444 451 1119 393 84 2631 11057 30 1536 180 309 28 398 234 81 48 30 121 22 5687 613 213 66 204 23 3136 2990 1108 25
internal_value=0 -0.0193946 -0.13688 0.185674 0.291412 -3.68032 0.352093 0.868979 2.7499 3.54938 6.77343 8.55243 23.359 6.56651 10.1615 1.10293 7.20535 -0.84983 5.02443 19.8037 -0.0975818 1.23813 8.30397 -0.446366 -1.58159 5.55591 0.471699 1.3978 3.73925 15.1837
internal_weight=0 238408 50261 32817 31698 477 31221 14525 3468 2844 1227 1047 106 941 632 1617 78 624 173 52 16696 3457 826 13239 5914 227 7325 4189 1199 91
internal_count=678013 238408 50261 32817 31698 477 31221 14525 3468 2844 1227 1047 106 941 632 1617 78 624 173 52 16696 3457 826 13239 5914 227 7325 4189 1199 91
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=3279136 2 860294 8192 524288 532610 16 360656 13
is_linear=0
shrinkage=0.1


Tree=770
num_leaves=31
num_cat=13
split_feature=13 12 8 12 13 11 14 11 14 13 11 14 11 11 13 11 14 14 14 11 14 11 12 11 14 12 11 12 3 13
split_gain=12395.3 106623 431975 753483 4.25205e+06 3.76102e+07 1.9671e+07 1.18808e+07 1.50185e+07 3.76026e+06 1.23355e+07 1.79388e+07 2.00862e+06 2.09806e+06 1.50308e+06 4.36818e+06 2.36069e+06 1.31116e+06 867591 566512 1.46656e+06 2.00058e+06 3.53593e+06 768089 612814 381352 359338 332230 852908 1.66289e+06
threshold=0 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1 3.5000000000000004 2 3.5000000000000004 3 4 2.5000000000000004 5 2.5000000000000004 1.0000000180025095e-35 6 2.5000000000000004 7 8 9 2.5000000000000004 10 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 11 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 12
decision_type=9 2 2 2 9 2 1 2 1 9 2 1 2 2 9 2 1 1 1 2 1 2 2 2 1 2 2 2 2 9
left_child=-1 2 -2 14 5 12 -7 9 -9 10 -6 -12 13 -5 19 -16 -17 -15 -14 23 26 22 -22 -4 -25 -23 -21 28 -3 -30
right_child=1 27 3 4 7 6 -8 8 -10 -11 11 -13 18 17 15 16 -18 -19 -20 20 21 25 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.010576011833160004 0.07690411781242619 -0.99562835250449711 -3.1003374374137738 -23.172405364990237 -2.130159586213884 143.33094899495444 15.297884368896485 -85.420052751813614 2.8051388662914896 -3.3030662380415823 108.67693684895833 -4.8094467163085941 -31.98438005166895 30.796262186223814 4.6474047501881923 -61.438957583904269 -14.463084645893264 1.5009444885253906 -8.4398855275121232 7.6401593960032743 -27.85012348175049 9.6063576870277281 0.23281022988113703 1.0897169626992325 10.351239265934113 -0.70626476770159841 0.17763290221874531 0.023578206385717226 3.0211611888049981 -0.34149016853367598
leaf_weight=419221 81616 11198 106 25 105 30 20 35 43 193 30 26 34 22 66 20 23 50 29 170 80 61 102 116 186 87 104 154542 1798 7875
leaf_count=419221 81616 11198 106 25 105 30 20 35 43 193 30 26 34 22 66 20 23 50 29 170 80 61 102 116 186 87 104 154542 1798 7875
internal_value=0 0.017256 0.110357 1.65904 4.39082 15.6678 92.1177 -1.42083 -36.7831 6.33072 17.0269 55.9868 -7.24357 1.78613 0.0945415 -10.5437 -36.3123 10.4523 -21.1464 1.33139 -0.600032 -5.09006 -12.1113 4.22329 6.79383 3.54421 4.80767 -0.0269969 -0.401487 0.286324
internal_weight=0 258792 83379 1763 642 210 50 432 78 354 161 56 160 97 1121 109 43 72 63 1012 604 330 182 408 302 148 274 175413 20871 9673
internal_count=678013 258792 83379 1763 642 210 50 432 78 354 161 56 160 97 1121 109 43 72 63 1012 604 330 182 408 302 148 274 175413 20871 9673
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=30943 1048608 2 2 131072 2 1704192 2 2 2 2 2 524320
is_linear=0
shrinkage=0.1


Tree=771
num_leaves=31
num_cat=7
split_feature=13 0 12 12 11 11 14 14 11 13 12 11 11 12 11 14 12 11 12 11 11 11 12 11 11 12 14 12 14 11
split_gain=11415.7 81489.4 168058 1.93496e+06 1.04133e+07 8.74715e+06 6.70126e+07 6.93525e+06 1.70686e+07 1.00381e+06 3.51705e+06 5.27773e+06 528472 495419 683123 515242 953818 2.53831e+06 1.49486e+06 2.87244e+06 6.01164e+06 576096 762097 2.18933e+06 3.76453e+06 477130 426167 392821 1.67899e+06 2.98416e+06
threshold=0 1.0000000180025095e-35 7.5000000000000009 6.5000000000000009 3.5000000000000004 2.5000000000000004 1 2 1.0000000180025095e-35 3 8.5000000000000018 2.5000000000000004 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 4 3.5000000000000004 3.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 14.500000000000002 5 12.500000000000002 6 2.5000000000000004
decision_type=9 2 2 2 2 2 1 1 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 1 2
left_child=1 -1 3 13 5 7 -7 8 -5 12 11 -11 -4 15 26 16 18 -18 -3 20 -20 22 -17 24 -24 27 -15 -14 -29 -30
right_child=-2 2 9 4 -6 6 -8 -9 -10 10 -12 -13 25 14 -16 21 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.029485156901850652 0.0026866464872262893 0.81361265162791119 -1.585557969750198 104.35539794921874 -58.636469338156964 -40.160597176985306 146.76108694637523 -14.053532021677393 -0.23095800910197514 2.1376417303408841 -1.7583174134348774 -50.227797865256292 1.0979067858291227 -3.9588026285171511 -7.4103629189539184 -1.5440410352186724 -5.6159721287152244 23.426119361204261 0.38714697554304794 -3.1184610474784424 59.576707649230961 -5.4346111146940128 -9.5741956922743068 -11.239274165504858 39.261601177014803 -1.0968829214752982 12.237452073530719 -0.73997799461963132 30.382622998555505 1.1097947775599468
leaf_weight=20998 650973 242 1266 20 22 44 34 117 71 38 637 39 860 32 219 550 262 34 37 53 32 288 27 38 38 662 33 204 60 83
leaf_count=20998 650973 242 1266 20 22 44 34 117 71 38 637 39 860 32 219 550 262 34 37 53 32 288 27 38 38 662 33 204 60 83
internal_value=0 -0.0636125 -0.387264 0.311442 7.65992 12.7596 41.3181 2.05022 22.7551 -0.785357 -4.14047 -24.3851 -0.00799307 -0.889264 -4.73843 -0.206463 1.9356 -2.28006 5.36372 14.3893 27.8374 -1.70887 -0.0656622 7.82859 18.976 1.06056 4.26391 2.24384 5.0839 13.3921
internal_weight=0 27040 6042 2193 308 286 78 208 91 3849 714 77 3135 1885 284 1601 660 296 364 122 69 941 653 103 65 1869 65 1207 347 143
internal_count=678013 27040 6042 2193 308 286 78 208 91 3849 714 77 3135 1885 284 1601 660 296 364 122 69 941 653 103 65 1869 65 1207 347 143
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=8196 2 2 8192 2 2 2
is_linear=0
shrinkage=0.1


Tree=772
num_leaves=31
num_cat=6
split_feature=11 13 0 12 12 14 7 6 12 1 12 12 12 3 14 2 8 12 14 12 6 4 13 12 2 13 9 12 6 12
split_gain=12740 96569.6 450671 422358 1.61763e+06 3.08073e+06 3.35323e+06 3.96076e+06 793930 1.53551e+06 1.83738e+06 602326 894618 1.73767e+06 3.67706e+06 763826 759856 4.38418e+06 724422 2.03239e+06 1.53713e+06 810341 711736 1.70946e+06 458014 522450 732667 718257 1.1772e+06 444118
threshold=3.5000000000000004 0 1.0000000180025095e-35 18.500000000000004 17.500000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 22.500000000000004 1.0000000180025095e-35 19.500000000000004 14.500000000000002 10.500000000000002 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 3 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4 13.500000000000002 1.0000000180025095e-35 5 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 9 2 2 9 2 2 2 2
left_child=-1 2 3 4 11 6 7 -6 9 -5 -11 12 29 15 -15 16 18 -18 19 20 21 -14 23 -20 25 27 -27 -13 -29 -2
right_child=1 -3 -4 8 5 -7 -8 -9 -10 10 -12 24 13 14 -16 -17 17 -19 22 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0074286546631943343 -1.1245020673811525 0.060925836245425517 -0.90428967458934029 2.9193638841962555 -51.399705276035128 6.9146844951923079 15.261838970184327 -5.8510364641462056 -4.7141491535637119 46.022295074462896 3.6710293906075613 0.60358953534850024 -0.22852706424260544 -2.6283029293668445 -46.157360906954167 -10.887045826489413 0.95494686206684831 -34.736550825292419 2.0905111825170599 0.20430789628562615 -15.753099213606157 -19.461783882141116 0.41357552010817655 26.165400864833444 9.9020061885988397 4.2184047467745378 -5.3567342986000916 6.1998939265375554 -22.609675989279879 0.4662581998847804
leaf_weight=522892 2013 128735 6081 183 42 65 20 35 81 20 21 253 177 69 27 79 158 44 121 1148 159 25 893 39 74 713 90 23 37 13696
leaf_count=522892 2013 128735 6081 183 42 65 20 35 81 20 21 253 177 69 27 79 158 44 121 1148 159 25 893 39 74 713 90 23 37 13696
internal_value=0 0.0252048 -0.149042 0.0770687 0.0207472 -9.93137 -21.22 -30.6958 3.77028 6.83831 24.3302 0.102018 -0.0371775 -1.63849 -14.8709 -1.19168 -0.914565 -6.81944 -0.448997 -1.85367 -8.39816 -2.60888 1.56397 7.4906 2.28329 1.7781 3.10654 -1.6757 -11.566 0.262413
internal_weight=0 155121 26386 20305 20000 162 97 77 305 224 41 19838 18648 2939 96 2843 2764 202 2562 1509 361 202 1053 160 1190 1116 803 313 60 15709
internal_count=678013 155121 26386 20305 20000 162 97 77 305 224 41 19838 18648 2939 96 2843 2764 202 2562 1509 361 202 1053 160 1190 1116 803 313 60 15709
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=792996 2 2 2 524292 4356
is_linear=0
shrinkage=0.1


Tree=773
num_leaves=31
num_cat=8
split_feature=12 13 11 12 2 11 8 13 12 7 13 13 8 1 8 12 14 1 12 9 12 14 11 13 6 12 14 11 3 12
split_gain=12151.1 97505.9 323478 581890 1.34346e+06 1.32196e+07 755258 623642 541822 493991 488723 438013 1.74655e+07 1.77753e+06 1.16644e+06 715930 885178 544929 1.09708e+06 338200 3.22547e+06 1.17176e+07 662178 466994 1.32555e+06 2.68389e+06 623162 760465 530067 336795
threshold=3.5000000000000004 0 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1 2.5000000000000004 1.0000000180025095e-35 2 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 4 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 5 3.5000000000000004 6 1.0000000180025095e-35 2.5000000000000004 7 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004
decision_type=2 9 2 2 2 2 2 9 2 2 9 9 2 2 2 2 1 2 2 2 2 1 2 9 2 2 1 2 2 2
left_child=1 2 -1 6 7 8 -4 -5 -6 11 -11 12 13 29 17 16 -16 19 -19 23 21 22 -21 24 28 26 -26 -28 -13 -9
right_child=-2 -3 3 4 5 -7 -8 9 -10 10 -12 14 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.090104172770661878 0.0098931206233911512 -0.047294053434521366 0.055453818901352106 -2.0275495858238148 -1.2985870492869411 66.908840224050707 -6.4619161749279108 3.8809628987943889 -19.251035995483399 0.29624010074285811 -6.8435980488070491 2.4249888892583482 87.757342783610028 -26.151178442913551 -19.27674006492861 -0.31695015030185675 -2.5113069031387569 -1.6430658164723166 17.566335306011265 -13.431119838290744 -4.4538585204582715 62.793148623014751 6.8672076263427746 0.49715065874605097 -7.616265799782493 16.527745980156791 10.171493709788605 -9.4098116057259702 -3.0103724083203947 -0.12508701729347638
leaf_weight=26100 439605 197397 7719 616 29 31 182 453 40 314 129 547 24 23 62 137 64 58 61 45 154 38 25 3149 77 180 68 28 267 391
leaf_count=26100 439605 197397 7719 616 29 31 182 453 40 314 129 547 24 23 62 137 64 58 61 45 154 38 25 3149 77 180 68 28 267 391
internal_value=0 -0.0181441 0.122144 0.493742 1.15695 12.6647 -0.0946742 0.990411 -11.7058 1.28696 -1.93065 1.53277 3.567 1.27761 1.15783 -5.32055 -10.761 1.52304 8.20377 1.34938 4.83788 18.0872 -6.18172 1.13761 2.83724 7.9794 -0.91483 4.46028 0.642137 2.02508
internal_weight=0 238408 41011 14911 7010 100 7901 6910 69 6294 443 5851 891 867 4960 263 126 4697 119 4578 262 108 70 4316 1167 353 173 96 814 844
internal_count=678013 238408 41011 14911 7010 100 7901 6910 69 6294 443 5851 891 867 4960 263 126 4697 119 4578 262 108 70 4316 1167 353 173 96 814 844
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2200424 65600 2134528 2097184 2 2 4096 2
is_linear=0
shrinkage=0.1


Tree=774
num_leaves=31
num_cat=10
split_feature=12 13 9 11 0 13 14 11 11 12 11 11 6 13 12 3 14 8 14 1 8 13 12 14 14 12 11 11 14 12
split_gain=12895.6 84097.6 144212 183394 108486 380346 380511 526202 958519 336819 222058 209718 243592 637245 913055 1.38994e+06 3.50091e+06 751791 1.39992e+06 407243 298408 289696 299144 707995 243264 218933 194297 440175 1.25021e+06 2.72868e+06
threshold=1.5000000000000002 0 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1 2 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 5 1.0000000180025095e-35 1.0000000180025095e-35 6 1.0000000180025095e-35 7 8 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 9 1.0000000180025095e-35
decision_type=2 9 2 2 2 9 1 2 2 2 2 2 2 9 2 2 1 2 1 2 2 9 2 1 1 2 2 2 1 2
left_child=1 2 -1 -4 11 6 10 8 -8 -10 -6 12 13 14 -3 17 -17 19 -19 -16 -15 -14 -23 -24 -22 -26 -7 28 29 -28
right_child=-2 4 3 -5 5 26 7 -9 9 -11 -12 -13 21 20 15 16 -18 18 -20 -21 24 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.040181447790814895 -0.0066667614318377619 0.0030182429900856519 2.70165480968264 -1.9309230503431605 -4.3455181044291677 -1.3845500980053362 0.20044684912029065 -0.29215030670166015 5.1025765037536628 14.41689329667525 1.3208597201335279 0.070590798275970743 2.6597984826219254 0.2905672689045678 -1.2285408393126516 17.404720996306825 1.9596127992414161 -6.0494326777574496 17.219251055036274 5.7301154545375281 2.9240353407683197 0.67750176145362362 2.3502410703235204 -3.4405955641369155 -1.3896195493895434 -12.531693420410157 -4.3945146554618857 -0.53259798898790545 -0.5421724925903243 14.033220952132652
leaf_weight=58954 548990 1145 97 718 123 1658 152 230 60 110 158 50158 266 4898 593 222 433 41 70 98 27 778 288 791 29 45 133 5754 791 203
leaf_count=58954 548990 1145 97 718 123 1658 152 230 60 110 158 50158 266 4898 593 222 433 41 70 98 27 778 288 791 29 45 133 5754 791 203
internal_value=0 0.0284669 -0.0584352 -1.37956 0.10346 -0.212895 1.81433 3.36103 5.97044 11.1295 -1.15944 0.15299 0.578018 0.842532 2.10803 3.77674 7.19444 0.985471 8.62451 -0.24164 0.179262 -0.369025 -0.812826 -1.89494 -5.20075 -8.16521 -0.412298 -0.17863 1.62858 6.73891
internal_weight=0 129023 59769 815 69254 9372 833 552 322 170 281 59882 9724 7601 2602 1457 655 802 111 691 4999 2123 1857 1079 101 74 8539 6881 1127 336
internal_count=678013 129023 59769 815 69254 9372 833 552 322 170 281 59882 9724 7601 2602 1457 655 802 111 691 4999 2123 1857 1079 101 74 8539 6881 1127 336
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2818465 49152 2 2066 2 2 45064 2 2 2
is_linear=0
shrinkage=0.1


Tree=775
num_leaves=31
num_cat=8
split_feature=1 13 12 14 12 11 12 12 12 14 11 11 12 12 12 12 11 13 14 12 12 14 12 12 14 14 12 11 12 12
split_gain=12967.4 434836 1.53928e+06 3.02701e+07 1.14631e+08 1.13966e+07 2.41415e+07 3.93464e+06 709047 9.40695e+06 405071 1.14811e+06 1.1066e+06 1.66882e+07 757171 826118 1.0837e+06 718731 1.5384e+06 731843 685698 672222 557051 1.00907e+06 6.3286e+06 527090 1.44647e+06 445808 304740 290225
threshold=1.0000000180025095e-35 0 17.500000000000004 1 18.500000000000004 3.5000000000000004 20.500000000000004 18.500000000000004 16.500000000000004 2 2.5000000000000004 1.5000000000000002 5.5000000000000009 6.5000000000000009 14.500000000000002 15.500000000000002 3.5000000000000004 3 4 2.5000000000000004 8.5000000000000018 5 1.5000000000000002 2.5000000000000004 6 7 13.500000000000002 1.0000000180025095e-35 3.5000000000000004 11.500000000000002
decision_type=2 9 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 9 1 2 2 1 2 2 1 1 2 2 2 2
left_child=-1 2 8 4 -4 7 -7 -5 10 -10 11 12 21 -14 17 16 -16 18 -12 -20 -15 -2 -19 24 -24 26 -22 -23 -29 -21
right_child=1 -3 3 5 -6 6 -8 -9 9 -11 14 -13 13 20 15 -17 -18 22 19 29 25 27 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0022857048054997766 -18.083432608842852 -0.3141268481503065 252.11588550914416 36.615932009297033 -39.185744628906257 -128.98246019536799 6.2544197082519535 -2.5874145410498794 -57.32781132289341 10.597759643554689 -5.7152194371299139 -3.8083203645348549 92.617738987150645 -14.190209484100343 30.732036485343144 0.64901701437460413 6.4332846221923834 -3.8593863444045859 28.805570556640625 12.430312876383464 29.521085783026436 5.1842518413066863 37.35865267944336 -0.045753418835179666 -7.6769086630947614 -1.3867110219035117 -5.6367658843994146 -1.9979292977939953 -15.828590175083704 -1.1273156356811522
leaf_weight=660306 25 14577 22 31 35 22 33 147 28 75 63 600 21 32 29 74 50 287 25 75 22 75 50 951 83 143 25 66 21 20
leaf_count=660306 25 14577 22 31 35 22 33 147 28 75 63 600 21 32 29 74 50 287 25 75 22 75 50 951 83 143 25 66 21 20
internal_value=0 -0.0844305 0.983171 7.92612 73.2465 -8.05354 -47.8403 4.24013 0.27767 -7.86744 0.584191 -0.981934 2.96186 7.41206 1.52919 8.24131 15.3531 0.868341 6.57931 13.5822 -0.647935 -2.82102 0.0576349 1.09524 9.25375 1.63287 10.8201 -0.465709 -5.33636 9.57608
internal_weight=0 17707 3130 290 57 233 55 178 2840 103 2737 1030 430 243 1707 153 79 1554 183 120 222 187 1371 1084 133 190 47 162 87 95
internal_count=678013 17707 3130 290 57 233 55 178 2840 103 2737 1030 430 243 1707 153 79 1554 183 120 222 187 1371 1084 133 190 47 162 87 95
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1319424 2 2 270336 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=776
num_leaves=31
num_cat=6
split_feature=11 13 8 12 12 12 14 1 12 12 12 12 7 14 2 12 12 12 0 12 6 0 12 14 4 12 12 13 10 13
split_gain=11602.7 88875.9 550950 8.61433e+06 3.54993e+07 2.6706e+06 811334 468341 3.59137e+06 681585 415230 2.12684e+06 1.38096e+06 895956 854287 1.2376e+07 1.21405e+07 871778 754994 854754 494078 472753 729284 387927 611203 2.3452e+06 711889 529963 798498 420737
threshold=3.5000000000000004 0 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 4.5000000000000009 1 1.0000000180025095e-35 16.500000000000004 11.500000000000002 12.500000000000002 10.500000000000002 1.0000000180025095e-35 2 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 6.5000000000000009 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 3 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 4 1.0000000180025095e-35 5
decision_type=2 9 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 9
left_child=-1 2 7 4 -4 6 -5 10 9 -9 11 14 13 18 23 -16 -17 -18 19 20 -13 -12 -23 27 26 -26 29 28 -2 -25
right_child=1 -3 3 5 -6 -7 -8 8 -10 -11 21 12 -14 -15 15 16 17 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0071066220985627239 -1.2113464298355618 0.041159063116211571 -38.61062193270083 -34.262522730334055 126.76040868902209 1.9915439793404113 -10.992571258544922 -3.7082576118037105 -45.438718814849857 11.697504079001291 -0.10164097780843254 -15.502056319758578 7.5892344146966941 -3.5477186720055274 -37.579085834209735 90.591985162099206 -8.57233556175232 16.9094999773749 -4.745768467742618 -8.5502295701400097 -29.837768832120034 9.0220670318061646 0.23652301512512508 0.95287891096095978 8.5228243854310772 -26.65880196094513 1.1254982951402663 1.2860772169721011 -18.187262265435582 -3.3731517337438635
leaf_weight=522892 622 147575 27 29 25 188 31 160 20 35 677 53 64 249 39 24 25 29 101 92 44 176 204 289 36 40 1000 2232 29 1006
leaf_count=522892 622 147575 27 29 25 188 31 160 20 35 677 53 64 249 39 24 25 29 101 92 44 176 204 289 36 40 1000 2232 29 1006
internal_value=0 0.0240361 -0.310475 3.8885 40.8947 -3.87086 -22.2397 -0.48475 -5.08225 -0.943121 -0.344164 -0.667416 -6.29865 -7.94767 -0.0351994 8.41616 31.4138 5.11235 -11.7256 -15.4555 -22.0049 1.4828 4.30562 -0.223401 -1.17092 -9.99382 -0.878742 0.555844 -1.9378 -2.42642
internal_weight=0 155121 7546 300 52 248 60 7246 215 195 7031 5974 603 539 5371 117 78 54 290 189 97 1057 380 5254 2371 76 2295 2883 651 1295
internal_count=678013 155121 7546 300 52 248 60 7246 215 195 7031 5974 603 539 5371 117 78 54 290 189 97 1057 380 5254 2371 76 2295 2883 651 1295
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=266528 2 2 2 32 32
is_linear=0
shrinkage=0.1


Tree=777
num_leaves=31
num_cat=9
split_feature=12 13 6 14 13 11 12 11 11 13 12 13 11 11 11 11 11 13 12 13 11 11 12 13 13 11 12 12 11 1
split_gain=12981.2 72443.4 223988 554590 1.78529e+06 1.70183e+06 1.20092e+06 1.75099e+06 1.73717e+06 1.08818e+06 2.27388e+06 1.01411e+06 653577 571187 582283 415432 297516 599873 724457 392249 294374 246483 235863 228035 224587 1.30759e+06 331970 189587 390574 564338
threshold=1.5000000000000002 0 1.0000000180025095e-35 1 2 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 3 1.0000000180025095e-35 4 4.5000000000000009 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 5 1.0000000180025095e-35 6 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 7 8 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 1 9 2 2 2 2 9 2 9 2 2 2 2 2 9 2 9 2 2 2 9 9 2 2 2 2 2
left_child=1 2 27 4 6 9 -4 8 13 10 -5 -7 23 -8 -15 -12 17 -11 -19 20 -18 22 -21 -13 25 -6 -26 -1 29 -29
right_child=-2 -3 3 5 24 11 7 -9 -10 16 15 12 -14 14 -16 -17 19 18 -20 21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.088678647925924822 -0.006692978186474751 0.10097415197329913 0.75794549224675567 -4.405046156762352 -0.39486931397364694 1.0637089437346015 -4.5802364607220118 -2.1804411832951316 18.419384145736696 -1.9817852678552139 8.5698257938508071 -6.8880451896838712 3.2977633556472927 15.983438511218054 3.5889045139528672 22.159260028746072 -1.4889629004136573 -0.49336776889738493 13.308511594262454 -3.7523053727498872 3.5532900931129996 -2.7855598613436747 5.6160714271741039 -3.5802422417534725 0.94085836692157443 19.94013826582167 -2.4713298285708709 -1.4220766480754872 -0.18229520868599658 -15.976026690447775
leaf_weight=26198 548990 66705 343 71 260 558 46 121 192 103 31 391 107 59 106 82 159 61 101 41 426 407 78 665 491 36 680 2013 28465 27
leaf_count=26198 548990 66705 343 71 260 558 46 121 192 103 31 391 107 59 106 82 159 61 101 41 426 407 78 665 491 36 680 2013 28465 27
internal_value=0 0.0285572 -0.0489661 0.553493 1.73181 -0.284728 5.29694 8.36917 11.5367 2.10739 9.12353 -2.45306 -4.11416 5.27372 8.02089 18.4312 1.09492 4.11367 7.63991 0.384737 2.14615 -1.58491 2.38831 -4.90414 -0.408506 2.01039 -1.03179 -0.108633 -0.278086 -1.6147
internal_weight=0 129023 62318 5615 2334 3281 867 524 403 1560 184 1721 1163 211 165 113 1376 265 162 1111 585 526 119 1056 1467 296 1171 56703 30505 2040
internal_count=678013 129023 62318 5615 2334 3281 867 524 403 1560 184 1721 1163 211 165 113 1376 265 162 1111 585 526 119 1056 1467 296 1171 56703 30505 2040
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2826657 2 8321 128 131328 524321 532768 1 524288
is_linear=0
shrinkage=0.1


Tree=778
num_leaves=31
num_cat=5
split_feature=12 13 5 11 2 8 8 12 11 12 12 14 11 12 4 9 12 10 14 2 12 11 12 1 11 1 14 11 12 13
split_gain=12932.5 97228.3 512947 493283 8.00288e+06 5.56375e+06 865042 1.87168e+06 1.59007e+06 2.64657e+06 1.46692e+06 2.831e+06 2.81383e+06 557250 343508 326378 575326 189006 913065 179577 1.95965e+06 784086 185261 819395 6.22158e+06 780809 1.77958e+07 6.66851e+06 930065 371126
threshold=3.5000000000000004 0 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3 1.0000000180025095e-35 2.5000000000000004 4
decision_type=2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 9
left_child=1 2 3 6 5 14 19 8 9 -8 11 12 -9 -10 15 17 -17 -5 -19 22 -21 -22 23 -1 -25 29 -27 -28 -29 -24
right_child=-2 -3 -4 4 -6 -7 7 10 13 -11 -12 -13 -14 -15 -16 16 -18 18 -20 20 21 -23 25 24 -26 26 27 28 -30 -31
leaf_value=-0.005785707865091182 0.0101675850186599 -0.035393822593101032 -14.696041552916817 0.41559074218401976 55.822866192570444 35.704355239868164 39.149010750099471 -15.19325396503721 -18.973528060913086 0.68393853700385909 -2.5720676670555309 -4.2397170005306126 -62.983965232155541 -0.27733283476396042 13.131720695495606 0.75663203262701273 -17.838976914542062 -18.459020558109991 8.0626358108520506 3.7421759389877316 -4.6976134345644995 -29.891586023966472 0.93571045455876856 -49.970865666424793 6.7673647866529585 85.766855875651046 -61.796377706527714 -8.1446040911552231 13.557801270484925 -0.89038428464866115
leaf_weight=6737 439605 223261 23 1638 27 45 27 28 25 53 119 62 22 44 20 41 28 27 25 125 21 30 4265 27 68 24 20 39 40 1497
leaf_count=6737 439605 223261 23 1638 27 45 27 28 25 53 119 62 22 44 20 41 28 27 25 125 21 30 4265 27 68 24 20 39 40 1497
internal_value=0 -0.0187571 0.226336 0.249179 1.77849 0.978493 0.0359075 -4.66649 4.07202 13.6659 -10.303 -18.5172 -36.2212 -7.05132 0.100098 -0.0480725 -6.78941 0.227166 -5.70822 0.174503 -2.99787 -19.5176 0.218408 -0.135833 -9.35824 0.629652 8.51341 -10.2147 2.84396 0.461359
internal_weight=0 238408 15147 15124 1851 1824 13273 380 149 80 231 112 50 69 1779 1759 69 1690 52 12893 176 51 12717 6832 95 5885 123 99 79 5762
internal_count=678013 238408 15147 15124 1851 1824 13273 380 149 80 231 112 50 69 1779 1759 69 1690 52 12893 176 51 12717 6832 95 5885 123 99 79 5762
cat_boundaries=0 1 2 3 4 5
cat_threshold=66400 2 2 2 65856
is_linear=0
shrinkage=0.1


Tree=779
num_leaves=31
num_cat=9
split_feature=12 13 8 1 8 13 11 14 13 12 12 11 11 11 14 12 11 11 12 13 11 14 12 12 11 11 13 11 13 11
split_gain=12090.1 69506.9 1.66981e+06 1.2185e+06 136802 774446 311907 269235 970451 3.43185e+06 704459 735554 335089 263364 235354 377758 186854 247307 200757 265818 278027 153846 521925 510708 519692 1.10853e+06 419991 305031 258275 228072
threshold=1.5000000000000002 0 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1 1.0000000180025095e-35 2 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 5 2.5000000000000004 6 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 7 3.5000000000000004 8 2.5000000000000004
decision_type=2 9 2 2 2 9 2 1 9 2 2 2 2 2 1 2 2 2 2 9 2 1 2 2 2 2 9 2 9 2
left_child=1 2 3 -1 -3 7 14 16 9 12 13 -12 -9 -10 -7 -16 -6 -18 -19 20 -20 22 26 24 25 -23 29 28 -25 -8
right_child=-2 4 -4 -5 5 6 21 8 10 -11 11 -13 -14 -15 15 -17 17 18 19 -21 -22 23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.051509666880494166 -0.0064764230462673661 0.023198435082791822 -20.736815567016603 -17.095643597557434 -3.5086799707220893 2.1443821232894371 3.150018933240105 22.249774516712534 -2.9730507471268215 -1.2887733850723659 13.66324920654297 2.66701889867368 38.386895161290326 5.6788078494188268 -0.59155851163362205 -13.656207552495994 8.9585925575482062 -1.7814450959826627 -7.2166310310363775 5.7112622246487454 3.0149082980938813 -1.5059984729840208 -1.7960522766113283 5.7832973480224616 2.195133988935869 -15.346209604325503 0.63455421924591071 -3.0438030069524591 0.2733970186182561 13.231499933473993
leaf_weight=3119 548990 122904 40 42 87 29 34 22 248 78 75 322 31 41 38 53 41 172 44 121 67 156 325 123 91 92 156 154 252 66
leaf_count=3119 548990 122904 40 42 87 29 34 22 248 78 75 322 31 41 38 53 41 172 44 121 67 156 325 123 91 92 156 154 252 66
internal_value=0 0.0275423 -0.4319 -0.176323 0.0392621 0.715985 -0.796098 2.46231 3.62057 11.1983 1.98138 4.74439 31.6885 -1.74562 -5.70059 -8.20064 0.729852 1.55851 0.80751 2.72691 -0.954817 -0.395423 0.864025 -1.23844 -4.26852 -6.64027 4.24108 0.703333 2.24216 8.91254
internal_weight=0 129023 3201 3161 125822 2918 1569 1349 817 131 686 397 53 289 120 91 532 445 404 232 111 1449 581 868 339 248 256 529 375 100
internal_count=678013 129023 3201 3161 125822 2918 1569 1349 817 131 686 397 53 289 120 91 532 445 404 232 111 1449 581 868 339 248 256 529 375 100
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2097184 131476 2 384 2 272 2 1572864 1064960
is_linear=0
shrinkage=0.1


Tree=780
num_leaves=31
num_cat=4
split_feature=13 5 12 12 3 14 12 12 2 14 3 12 12 0 11 12 11 6 12 12 4 3 12 11 10 1 12 12 14 1
split_gain=13504.8 3.30473e+06 1.07787e+07 336570 2.95199e+06 3.34913e+07 1.42382e+07 751132 902478 718519 1.66234e+06 4.39643e+06 571318 428711 657037 2.84975e+06 338358 1.20311e+06 1.30494e+06 592164 453335 292428 392718 636616 275115 272682 1.78928e+06 622246 248963 1.92071e+06
threshold=0 1.0000000180025095e-35 11.500000000000002 10.500000000000002 1.0000000180025095e-35 1 12.500000000000002 6.5000000000000009 1.0000000180025095e-35 2 1.0000000180025095e-35 9.5000000000000018 8.5000000000000018 1.0000000180025095e-35 2.5000000000000004 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 13.500000000000002 3 1.0000000180025095e-35
decision_type=9 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=1 3 -3 7 25 6 -6 28 9 21 13 -12 -10 16 -15 -16 17 18 -11 -19 24 -9 -23 -24 -18 -5 27 -27 29 -1
right_child=-2 2 -4 4 5 -7 -8 8 12 10 11 -13 -14 14 15 -17 20 19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.56340259406057125 -0.0019653762225942651 75.227983830869206 -12.301200085527757 0.13164474089541506 -90.018918342590339 103.73133783340455 6.2953314771706417 -0.24661083394673178 -23.241768163250342 -24.54905780445446 -3.5723084634476971 -48.885392951965336 -3.7147989092202027 -2.0730341134826995 -38.626027052743098 -2.7209672564551948 -0.7652033426728565 14.245498763190376 -0.82369465730628189 -5.3455719559280963 11.585568658043357 0.13370397768522566 2.236279978403231 22.01141085094876 7.3203157594468866 5.2469480514526374 -15.134115271732725 24.675418904423715 -0.30682745797378463 18.477994360689259
leaf_weight=3168 664920 24 34 3138 20 32 66 1121 31 44 91 28 29 366 28 105 649 36 49 27 34 95 41 27 45 34 29 32 3609 61
leaf_count=3168 664920 24 34 3138 20 32 66 1121 31 44 91 28 29 366 28 105 649 36 49 27 34 95 41 27 45 34 29 32 3609 61
internal_value=0 0.100552 23.9178 -0.00534715 0.858471 16.3942 -16.1033 -0.304258 -1.6694 -1.40807 -2.8929 -14.2342 -13.8037 -1.91704 -4.26044 -10.2799 -0.594237 -4.82059 -12.0486 5.84933 0.31141 0.328853 4.28649 10.0882 -0.240926 0.291439 5.56969 14.6668 0.263919 0.901832
internal_weight=0 13093 58 13035 3351 118 86 9684 2846 2786 1502 119 60 1383 499 133 884 156 93 63 728 1284 163 68 694 3233 95 66 6838 3229
internal_count=678013 13093 58 13035 3351 118 86 9684 2846 2786 1502 119 60 1383 499 133 884 156 93 63 728 1284 163 68 694 3233 95 66 6838 3229
cat_boundaries=0 1 2 3 4
cat_threshold=544 2 2 2
is_linear=0
shrinkage=0.1


Tree=781
num_leaves=31
num_cat=9
split_feature=5 13 12 12 11 11 12 12 13 14 13 14 11 14 11 12 12 13 11 12 12 12 12 12 14 13 12 11 12 12
split_gain=13870.6 859261 1.34095e+07 3.4968e+07 3.87601e+06 507390 1.6945e+06 1.92658e+06 782042 772004 597371 500453 388644 245939 262877 182421 145447 131874 303186 1.11528e+06 218365 277067 108729 106873 76555.7 95742.8 94261.6 93472.6 237337 272291
threshold=1.0000000180025095e-35 0 8.5000000000000018 6.5000000000000009 1.5000000000000002 1.5000000000000002 8.5000000000000018 6.5000000000000009 1 2 3 4 1.0000000180025095e-35 5 1.0000000180025095e-35 7.5000000000000009 14.500000000000002 6 3.5000000000000004 2.5000000000000004 11.500000000000002 5.5000000000000009 12.500000000000002 1.5000000000000002 7 8 1.5000000000000002 2.5000000000000004 1.5000000000000002 10.500000000000002
decision_type=2 9 2 2 2 2 2 2 9 1 9 1 2 1 2 2 2 9 2 2 2 2 2 2 1 9 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 8 -3 -9 13 -10 -13 16 -15 -11 -8 18 19 -7 21 -21 -12 -20 -19 27 -27 -26 -29 -30
right_child=1 5 4 -5 -6 17 10 9 11 15 22 12 -14 14 -16 -17 -18 24 23 20 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0011225339388981632 -15.664925155332012 2.3539860932553403 -45.9777842734171 153.93469696998596 -1.6599155305797677 26.863918477013002 2.86860765543851 -11.061368415230199 -2.972424334864463 -24.191936385113262 2.9992751975633478 -22.954744675580194 -7.8347532412585101 -16.399231741768972 -4.0532076295684361 -36.928987711126155 -7.3626134463314274 -0.52987864157507747 -5.0869769123622355 -2.1414058332857877 -2.2395857001504593 12.069651227838854 0.36746481830279037 0.70934343104034581 0.5510562674250713 -5.3149503435407368 0.15363560215061772 -3.5649629900532385 9.813095533344109 -1.54976211865743
leaf_weight=673966 31 112 23 20 139 21 33 38 62 23 270 34 34 35 34 22 24 1558 35 23 62 34 375 349 172 35 317 31 71 30
leaf_count=673966 31 112 23 20 139 21 33 38 62 23 270 34 34 35 34 22 24 1558 35 23 62 34 375 349 172 35 317 31 71 30
internal_value=0 -0.184564 5.85141 50.8447 -7.95196 -0.533766 -2.35342 -8.40963 -3.90061 -21.5564 0.199459 -8.79381 -15.3947 -5.83692 -10.3157 -30.4189 -1.43927 0.192678 1.60285 5.61717 1.86774 6.33537 1.44672 0.181033 -0.147647 0.757902 -0.379339 2.02072 4.08881 6.43799
internal_weight=0 4047 213 51 162 3834 1096 325 242 83 771 130 68 126 69 45 57 2738 524 140 119 57 645 384 2214 656 352 304 132 101
internal_count=678013 4047 213 51 162 3834 1096 325 242 83 771 130 68 126 69 45 57 2738 524 140 119 57 645 384 2214 656 352 304 132 101
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=4128 49168 2 166021 2 2 33029 2 139280
is_linear=0
shrinkage=0.1


Tree=782
num_leaves=31
num_cat=6
split_feature=12 13 5 12 13 14 7 11 11 12 11 11 12 0 0 11 9 13 9 6 11 13 11 8 8 11 3 9 4 13
split_gain=12668.5 82354 164505 123313 138480 928777 1.15888e+06 764523 1.42663e+06 864632 1.25654e+06 1.91159e+06 722463 771888 756755 714750 573362 476697 423088 450026 441080 389438 514552 2.99002e+07 1.04904e+07 1.65862e+07 3.50846e+06 1.72972e+06 1.04652e+06 471813
threshold=3.5000000000000004 0 1.0000000180025095e-35 1.5000000000000002 1 2 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 4 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5
decision_type=2 9 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 9
left_child=1 2 -1 -3 5 12 16 8 -8 10 -9 -12 14 17 21 -11 -7 -14 19 -19 -20 22 24 26 27 -26 -24 28 29 -5
right_child=-2 3 -4 4 -6 6 7 9 -10 15 11 -13 13 -15 -16 -17 -18 18 20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.14965342155928291 0.010082602357711322 0.0297371231650468 -6.6145048869980716 4.9276862465055657 -0.1848342227024512 -0.7788030263144079 -5.5614239591233279 -2.6099919886816121 15.310398525661894 3.78804750165274 15.371513474408317 0.042302486376884663 1.496669411308156 2.8191694891501182 -1.2196357949406815 -4.134354939446605 -5.5975338778157875 -2.273914389635642 -1.3805137775562428 1.0504402100452068 11.65396029663086 0.35461965841529647 -3.5706606625881552 -107.12085885620118 -1.6455956967253436 97.820592447916681 9.0749779025789881 18.691070122188993 18.786137135823569 0.90840239728893257
leaf_weight=28427 439605 114569 36 344 76091 8864 47 168 108 172 170 156 737 739 757 337 254 2069 54 507 50 894 379 25 38 30 521 63 36 1766
leaf_count=28427 439605 114569 36 344 76091 8864 47 168 108 172 170 156 737 739 757 337 254 2069 54 507 50 894 379 25 38 30 521 63 36 1766
internal_value=0 -0.0185453 0.141049 -0.0401868 -0.124186 0.115143 -0.534586 2.44532 8.98152 1.43524 4.41554 8.03606 0.856376 -0.111315 1.68509 -1.45724 -0.913038 -0.745096 -1.36208 -1.61963 4.88606 2.22192 2.73363 0.753256 3.55013 42.2365 3.74976 2.35924 1.87979 1.59134
internal_weight=0 238408 28463 209945 95376 19285 10276 1158 155 1003 494 326 9009 4156 4853 509 9118 3417 2680 2576 104 4096 3202 925 2277 68 900 2209 2146 2110
internal_count=678013 238408 28463 209945 95376 19285 10276 1158 155 1003 494 326 9009 4156 4853 509 9118 3417 2680 2576 104 4096 3202 925 2277 68 900 2209 2146 2110
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=69992 2228352 2 128 2228224 2097152
is_linear=0
shrinkage=0.1


Tree=783
num_leaves=31
num_cat=7
split_feature=13 12 4 12 11 11 12 12 0 12 12 11 14 11 13 14 11 11 14 11 11 13 12 11 11 12 14 12 11 11
split_gain=11967.8 101412 169662 314985 448303 457198 2.72458e+06 361610 144892 242200 1.17859e+06 5.68874e+06 3.24801e+07 5.61395e+07 8.40804e+06 3.91857e+06 1.07734e+07 2.41054e+06 1.63467e+06 2.94744e+06 1.32105e+06 1.16445e+06 2.33756e+06 4.47086e+06 5.16938e+06 530037 874191 732072 934962 1.75952e+06
threshold=0 12.500000000000002 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 6.5000000000000009 2.5000000000000004 1 3.5000000000000004 2 3 1.0000000180025095e-35 3.5000000000000004 4 1.5000000000000002 1.0000000180025095e-35 5 8.5000000000000018 3.5000000000000004 1.5000000000000002 3.5000000000000004 6 2.5000000000000004 2.5000000000000004 1.5000000000000002
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 1 2 9 1 2 2 1 2 2 9 2 2 2 2 1 2 2 2
left_child=1 2 8 4 -4 6 -6 -7 -1 10 25 14 17 -14 18 16 -16 -13 19 -12 -20 22 23 24 -11 26 27 -10 29 -29
right_child=-2 -3 3 -5 5 7 -8 -9 9 21 11 12 13 -15 15 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0056928092666046473 0.0037480661598933008 0.25464509284781617 -5.1688691983147272 -2.7024983723873763 -8.6632983340936551 9.168366586245023 31.991098269820213 -5.4220016907672495 0.85531512863344428 0.51437836408615112 -39.683951812744141 -36.739070833646331 136.14256596565247 -16.017789069973695 87.415224347795757 -1.6768054214178347 6.4970862840351309 -5.8276977850466363 -13.861592247372583 3.8805514451934076 -44.030265012700511 -0.3868138130782412 -2.5678592466585566 11.830389052170974 -64.694780885019611 -2.0244847583711589 -1.2295725979343832 -1.8905241106377273 -0.51557648205997963 19.319626376825738
leaf_weight=32096 628671 9072 63 602 34 26 32 49 556 20 25 52 48 49 21 153 76 49 21 41 47 2634 330 26 31 1612 1308 61 99 109
leaf_count=32096 628671 9072 63 602 34 26 32 49 556 20 25 52 48 49 21 153 76 49 21 41 47 2634 330 26 31 1612 1308 61 99 109
internal_value=0 -0.0473925 -0.115447 -1.55171 1.84423 4.97775 11.0479 -0.364007 -0.0861133 -0.486033 -0.00538534 4.18113 17.9494 59.2781 -2.91814 7.97287 24.0154 -21.7425 -22.1772 -12.6212 -34.7135 -1.16994 -6.07927 -21.9177 -39.1226 -0.656 0.378223 2.92731 7.20995 11.7089
internal_weight=0 49342 40270 806 204 141 66 75 39464 7368 4327 582 198 97 384 250 97 101 134 66 68 3041 407 77 51 3745 2133 825 269 170
internal_count=678013 49342 40270 806 204 141 66 75 39464 7368 4327 582 198 97 384 250 97 101 134 66 68 3041 407 77 51 3745 2133 825 269 170
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=8270 2 68 2 2 4 2
is_linear=0
shrinkage=0.1


Tree=784
num_leaves=31
num_cat=11
split_feature=12 11 13 1 14 11 13 12 13 11 3 14 3 13 11 11 12 13 14 1 12 12 11 13 12 13 9 6 13 12
split_gain=11341.2 71722.8 1.18086e+06 883568 2.15341e+06 2.14841e+06 833950 552967 683382 1.56478e+06 602953 1.12105e+06 546395 588490 836796 791741 868886 1.89101e+06 525098 1.89538e+06 6.6215e+06 2.71432e+07 2.22889e+06 1.79005e+06 1.4442e+06 5.41124e+06 6.77893e+06 4.08748e+06 1.56662e+06 1.22183e+06
threshold=3.5000000000000004 1.5000000000000002 0 1.0000000180025095e-35 1 1.0000000180025095e-35 2 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 5 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 6 7 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 8 2.5000000000000004 9 1.0000000180025095e-35 1.0000000180025095e-35 10 1.5000000000000002
decision_type=2 2 9 2 1 2 9 2 9 2 2 1 2 9 2 2 2 9 1 2 2 2 2 9 2 9 2 2 9 2
left_child=1 2 12 7 5 -5 -3 8 9 -4 -11 -12 18 14 -14 -15 -17 -18 19 22 -21 -22 -1 -24 28 -26 27 -27 -25 -30
right_child=-2 6 3 4 -6 -7 -8 -9 -10 10 11 -13 13 15 -16 16 17 -19 -20 20 21 -23 23 24 25 26 -28 -29 29 -31
leaf_value=-0.39262559867570235 0.0095469942440638 -0.69362535204797349 -1.5647235046283834 -41.205034249828714 -1.93255759638709 0.83349451243877404 0.022704978691176339 -0.76798434210714595 0.071127026924555151 3.3155009676109666 21.0774723272214 3.4800239993679911 0.22484578933928306 -0.36667391257437754 -2.1598135537857988 0.52649193161983332 8.7023614308065618 -0.097460594773292553 0.41711982572750872 -10.806250416437784 108.27734846575507 -18.787730151414873 -3.7377657013147423 6.6760371226649129 -3.5511996513541932 4.0725363587679935 62.899173934371383 23.231463826497396 3.2511020915795572 -3.437389368304018
leaf_weight=3621 439605 17995 241 31 222 20 166949 14343 4213 88 87 62 3411 3741 2588 1714 474 502 15168 60 29 40 311 610 273 292 27 180 639 477
leaf_count=3621 439605 17995 241 31 222 20 166949 14343 4213 88 87 62 3411 3741 2588 1714 474 502 15168 60 29 40 311 610 273 292 27 180 639 477
internal_value=0 -0.0175398 0.0844738 -0.540476 -6.18943 -24.7193 -0.04703 -0.459739 0.482741 4.02493 9.87876 13.755 0.437752 -0.0909031 -0.802571 0.573315 1.8827 4.26439 0.740397 1.48799 13.4896 34.6164 1.24721 3.36108 4.24286 7.85509 13.8883 11.3789 2.65177 0.388827
internal_weight=0 238408 53464 19307 273 51 184944 19034 4691 478 237 149 34157 12430 5999 6431 2690 976 21727 6559 129 69 6430 2809 2498 772 499 472 1726 1116
internal_count=678013 238408 53464 19307 273 51 184944 19034 4691 478 237 149 34157 12430 5999 6431 2690 976 21727 6559 129 69 6430 2809 2498 772 499 472 1726 1116
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2510965 2 2097168 2048 2 131156 2113568 2 2113568 135169 135232
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=6
split_feature=11 13 1 12 14 3 12 7 12 12 6 12 12 5 12 12 14 14 12 12 3 13 14 12 12 3 6 0 7 12
split_gain=11630.1 136726 1.791e+06 6.42324e+06 481195 884614 5.03124e+06 916998 820246 8.34015e+06 778036 703584 3.27766e+06 345199 1.61616e+06 1.39459e+06 577241 365624 341576 1.53734e+06 1.90764e+06 322854 593463 288944 1.00224e+06 450979 458713 341721 783539 1.10759e+06
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 3.5000000000000004 1 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 6.5000000000000009 5.5000000000000009 1.0000000180025095e-35 8.5000000000000018 6.5000000000000009 2 3 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 4 5 16.500000000000004 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002
decision_type=2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 9 1 2 2 2 2 2 2 2
left_child=1 2 4 -4 11 7 -7 8 -6 10 -10 12 18 -3 15 17 -17 -15 19 -1 -21 -16 -23 25 -25 26 27 28 29 -13
right_child=-2 13 3 -5 5 6 -8 -9 9 -11 -12 23 -14 14 21 16 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.8124288082122804 -0.0055422364963952243 0.030379108761235698 55.920547133225661 -7.0417739327563798 0.90795906760376877 1.337894889920257 -49.450309857455167 -9.4638857871835889 50.592410318475025 1.0625642495314762 26.225131530761718 -0.33903140654930702 -34.33800755669089 1.2410759597528178 2.003401531709879 -11.759384902954103 -32.039526128768919 -9.2158346427453548 1.7093322822025845 -36.826008169991631 -1.8068727493286134 1.9114802176887924 -11.951124332170442 24.720568362149326 -0.40695224979467559 12.689873486298781 4.8780062852483814 -0.19915355988490729 7.5791763305664066 -23.879268548546769
leaf_weight=124 574056 101236 26 43 438 172 22 55 38 329 20 39 34 61 412 25 32 74 154 28 35 74 53 22 57 26 99 162 26 41
leaf_count=124 574056 101236 26 43 438 172 22 55 38 329 20 39 34 61 412 25 32 74 154 28 35 74 53 22 57 26 99 162 26 41
internal_value=0 0.0308079 0.849638 16.6832 0.28534 1.69086 -4.42159 3.03838 3.87186 7.22635 42.1899 -1.49686 -4.73035 0.0147427 -2.15053 -10.0287 -23.1447 -4.49086 -1.77827 -4.65041 -17.3709 0.655799 -3.59095 1.07212 6.59059 -0.0371939 -0.938839 -3.0876 -7.50202 -12.4034
internal_weight=0 103957 1990 69 1921 1074 194 880 825 387 58 847 375 101967 731 192 57 135 341 187 63 539 127 472 79 393 367 268 106 80
internal_count=678013 103957 1990 69 1921 1074 194 880 825 387 58 847 375 101967 731 192 57 135 341 187 63 539 127 472 79 393 367 268 106 80
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=32 2 2 2 1400848 2
is_linear=0
shrinkage=0.1


Tree=786
num_leaves=31
num_cat=6
split_feature=13 14 12 8 12 13 11 11 11 11 11 11 1 11 13 12 12 11 11 9 13 11 11 12 12 11 11 13 7 12
split_gain=11602.2 180882 211448 886386 1.37159e+06 5.76924e+06 3.90524e+07 1.59908e+07 3.05987e+06 1.82863e+06 2.82398e+06 1.13062e+06 872063 2.53007e+07 3.22719e+06 2.92132e+06 1.9206e+06 3.72882e+06 4.33542e+06 612780 1.23246e+06 1.39525e+06 5.86901e+06 1.05667e+07 3.7174e+06 947797 708203 585267 555577 526303
threshold=0 1 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2 3.5000000000000004 3.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3 1.5000000000000002 1.5000000000000002 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 4 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 5 1.0000000180025095e-35 1.5000000000000002
decision_type=9 1 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2
left_child=-1 2 3 12 11 6 9 8 -7 10 -6 -5 19 -14 16 -16 -15 18 -18 27 21 -21 23 -23 -24 -26 -22 28 29 -2
right_child=1 -3 -4 4 5 7 -8 -9 -10 -11 -12 -13 13 14 15 -17 17 -19 -20 20 26 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.011381395518015909 -0.079275064352926472 0.097096892563510853 -0.132061492798317 2.6858613175983672 -18.544301389611288 -0.58394471856783026 121.38619003295899 -58.078491406324432 24.884679062787228 -24.549261367015351 32.834793596267701 -8.19326295474219 106.64519241996435 -1.322968813044983 -2.9304159620359762 -35.872778768804345 -1.4633815178504357 -4.7568912284714839 50.989661445617678 -3.9707305309384369 10.020621613264083 79.650619230270394 -23.660349727549203 -10.440645831564199 -0.021041592684659091 14.898368021647137 -1.413906337778273 -0.29607868013317401 3.7434632852301721 1.4002171887202532
leaf_weight=384986 7403 140125 111319 395 23 106 32 41 85 39 20 126 23 228 67 45 26 56 40 86 60 30 41 23 66 120 557 27763 521 3561
leaf_count=384986 7403 140125 111319 395 23 106 32 41 85 39 20 126 23 228 67 45 26 56 40 86 60 30 41 23 66 120 557 27763 521 3561
internal_value=0 0.0150248 -0.060188 0.13222 3.29615 8.17686 25.4606 -1.35504 10.7503 -8.86883 5.35295 0.0548255 0.0648474 4.27988 -0.816228 -14.8411 3.98199 14.2226 30.3263 0.0140336 2.4801 6.97937 10.5919 40.5544 3.59622 9.60438 -0.297143 -0.0477311 0.552383 0.40125
internal_weight=0 293027 152902 41583 867 346 114 232 191 82 43 521 40716 485 462 112 350 122 66 40231 983 366 280 53 227 186 617 39248 11485 10964
internal_count=678013 293027 152902 41583 867 346 114 232 191 82 43 521 40716 485 462 112 350 122 66 40231 983 366 280 53 227 186 617 39248 11485 10964
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2126047 2 1081376 1179648 1050624 131328
is_linear=0
shrinkage=0.1


Tree=787
num_leaves=31
num_cat=6
split_feature=1 13 12 14 12 12 11 12 11 12 12 12 14 11 12 11 12 12 14 12 14 12 12 12 12 12 12 12 12 14
split_gain=14946.9 333480 1.27318e+06 2.45047e+07 9.2854e+07 9.81524e+06 1.21006e+06 952086 589876 7.26311e+06 739759 1.03937e+06 808357 503707 1.29506e+06 951576 887639 1.3519e+07 604534 554814 443008 3.98802e+06 8.46255e+06 1.483e+06 1.68702e+06 1.11503e+06 886646 3.07623e+06 444206 427751
threshold=1.0000000180025095e-35 0 17.500000000000004 1 18.500000000000004 18.500000000000004 3.5000000000000004 21.500000000000004 3.5000000000000004 16.500000000000004 6.5000000000000009 8.5000000000000018 2 2.5000000000000004 16.500000000000004 1.5000000000000002 5.5000000000000009 6.5000000000000009 3 8.5000000000000018 4 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 15.500000000000002 14.500000000000002 11.500000000000002 5
decision_type=2 9 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 1
left_child=-1 2 8 4 -4 -5 -7 -8 13 10 -10 12 -12 14 15 16 18 -18 -2 -19 21 22 -15 -22 -25 -24 27 -26 -23 -21
right_child=1 -3 3 5 -6 6 7 -9 9 -11 11 -13 -14 20 -16 -17 17 19 -20 29 23 28 25 24 26 -27 -28 -29 -30 -31
leaf_value=0.002458896135513556 -16.976637889862062 -0.2917767138607596 226.91504155939276 -52.302898504734038 -35.260689261300222 -2.3046351449019244 32.682908096313476 3.6617139376126802 -2.8613321788466299 -57.382016256581188 2.4340239206949872 0.50592410742831073 24.803905051095146 -6.9781982733278856 18.645748955862864 -3.4873165958523753 83.351527722676607 -12.773975862562658 -0.26943244875213246 9.735412926369527 19.744844363984608 -7.8679141919637461 66.118731275888592 -8.9042770692966133 3.1984120147221291 35.529632533680306 -6.2755644676012876 42.626288604736331 4.2461384513161402 -1.2611039355084612
leaf_weight=660306 25 14577 22 40 35 147 20 26 522 23 30 294 35 49 35 600 21 32 162 47 42 97 26 149 343 22 78 21 44 143
leaf_count=660306 25 14577 22 40 35 147 20 26 522 23 30 294 35 49 35 600 21 32 162 47 42 97 26 149 343 22 78 21 44 143
internal_value=0 -0.090641 0.844321 7.15852 65.9299 -7.21903 2.12477 16.2796 0.202533 -1.90653 -0.458248 3.03593 14.4793 1.18734 -0.271372 -0.914187 2.67623 6.6619 -2.50302 -0.592526 2.97096 6.64895 22.2557 1.58809 0.29776 52.0987 3.3998 5.4731 -4.08764 1.45909
internal_weight=0 17707 3130 290 57 233 193 46 2840 904 881 359 65 1936 1065 1030 430 243 187 222 871 238 97 633 591 48 442 364 141 190
internal_count=678013 17707 3130 290 57 233 193 46 2840 904 881 359 65 1936 1065 1030 430 243 187 222 871 238 97 633 591 48 442 364 141 190
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=1319424 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=788
num_leaves=31
num_cat=11
split_feature=12 11 13 1 12 12 0 12 14 13 12 1 14 12 1 14 13 13 14 12 3 14 13 8 12 4 8 8 13 12
split_gain=13350.6 73663 434517 1.10638e+06 627792 1.79999e+06 455834 2.10564e+06 2.03707e+06 1.55673e+06 774916 982791 1.03192e+07 1.17231e+06 610313 2.56794e+06 405922 365940 907925 1.4341e+06 1.38123e+06 357874 459498 503984 340133 649322 550626 402115 335728 332628
threshold=3.5000000000000004 1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1 2 2.5000000000000004 1.0000000180025095e-35 3 1.5000000000000002 1.0000000180025095e-35 4 5 6 7 1.5000000000000002 1.0000000180025095e-35 8 9 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10 2.5000000000000004
decision_type=2 2 9 2 2 2 2 2 1 9 2 2 1 2 2 1 9 9 1 2 2 1 9 2 2 2 2 2 9 2
left_child=1 2 6 21 -5 -6 10 -8 -9 -10 11 17 -13 -14 16 -16 -12 18 -1 -20 -21 22 -4 -24 25 27 28 -23 -26 -28
right_child=-2 -3 3 4 5 -7 7 8 9 -11 14 12 13 -15 15 -17 -18 -19 19 20 -22 24 23 -25 26 -27 29 -29 -30 -31
leaf_value=-0.88485412208279168 0.010358108686303791 -0.039915993747485237 1.6819275090253201 -1.1246000393954192 -29.271115275791715 0.76641093806216598 -0.14950944027217508 -0.66519251449844852 10.109467843485874 -2.139463516569486 1.1071153578158293 50.978297632390806 3.4479712918747305 -10.689835000841805 -39.051480700752954 -1.0203336259593134 -1.5423472091155193 0.14539676987376787 1.3435301559887483 -2.4803110070424541 13.349940090603297 0.0021763065829076113 -0.77101386762334778 10.862935630271309 -0.67469796340372601 14.165006089210511 0.029418368542448003 -7.2008624502375156 -2.6827908343179065 11.746823451995851
leaf_weight=796 439605 208914 1838 55 42 38 2627 411 613 127 754 44 172 89 22 92 2409 8675 799 73 225 4090 1852 38 1901 32 47 79 1504 50
leaf_count=796 439605 208914 1838 55 42 38 2627 411 613 127 754 44 172 89 22 92 2409 8675 799 73 225 4090 1852 38 1901 32 47 79 1504 50
internal_value=0 -0.0190304 0.128908 -0.348833 -9.34901 -15.0033 0.437067 1.41316 4.97975 8.11499 0.176762 0.58303 6.17935 -1.37297 -1.17123 -8.35968 -0.912141 0.421516 1.67725 3.55164 9.47206 -0.242847 0.561447 -0.534277 -0.632099 -0.0253956 -1.3599 -0.134317 -1.57154 6.06932
internal_weight=0 238408 29494 11566 135 80 17928 3778 1151 740 14150 10873 305 261 3277 114 3163 10568 1893 1097 298 11431 3728 1890 7703 4201 3502 4169 3405 97
internal_count=678013 238408 29494 11566 135 80 17928 3778 1151 740 14150 10873 305 261 3277 114 3163 10568 1893 1097 298 11431 3728 1890 7703 4201 3502 4169 3405 97
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1508208 2 16 2 2 131424 1114112 2 2 563205 57481
is_linear=0
shrinkage=0.1


Tree=789
num_leaves=31
num_cat=12
split_feature=11 8 13 12 12 12 12 13 14 13 13 12 12 14 12 13 14 12 14 12 13 12 12 14 12 13 2 12 12 3
split_gain=11648.2 97751.9 2.04717e+06 5.19644e+07 6.55307e+06 1.22987e+06 2.93421e+06 5.28711e+06 7.2568e+06 745562 567991 1.73345e+06 6.02018e+06 473613 451114 6.59636e+06 1.7106e+07 2.87446e+06 8.2421e+07 2.27161e+06 722092 3.15513e+06 2.13129e+06 5.89956e+06 423897 334641 792116 2.15294e+07 331779 4.82441e+06
threshold=3.5000000000000004 1.0000000180025095e-35 0 2.5000000000000004 4.5000000000000009 2.5000000000000004 1.5000000000000002 1 2 3 4 13.500000000000002 14.500000000000002 5 14.500000000000002 6 7 13.500000000000002 8 15.500000000000002 9 12.500000000000002 12.500000000000002 10 17.500000000000004 11 1.0000000180025095e-35 2.5000000000000004 9.5000000000000018 1.0000000180025095e-35
decision_type=2 2 9 2 2 2 2 9 1 9 9 2 2 1 2 9 1 2 1 2 9 2 2 1 2 9 2 2 2 2
left_child=-1 25 3 -3 -5 6 9 13 -9 -4 11 -7 -13 -8 17 19 24 20 -19 -16 21 -12 -22 -24 -17 26 28 -28 -2 -30
right_child=1 2 5 4 -6 10 7 8 -10 -11 14 12 -14 -15 15 16 -18 18 -20 -21 22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0071082922586303415 -0.8076934149895284 157.89812519777388 -2.7175743070060827 -53.832123272759581 -0.020156148884256007 -0.97408508831749163 12.462856085258618 -41.405565157803629 -3.3069358599067913 4.2446575445513579 1.0513013955382291 -59.545545495074727 4.961103715652075 -0.37254376575864595 -42.697113670002331 -0.31124522665969467 79.359093243735174 -14.413143078797782 181.43212817382812 -13.085481534685409 -0.14402922495638479 26.613763364156085 -0.99127275486185096 -49.814040259158979 -9.2638175108853513 0.055483082271097099 -63.884597378685363 72.250073917095492 -1.5622900754764029 -45.838945535513076
leaf_weight=522892 1133 21 395 28 118 392 57 99 101 238 907 23 39 58 44 238 28 153 25 63 2390 51 99 33 68 147787 21 26 460 26
leaf_count=522892 1133 21 395 28 118 392 57 99 101 238 907 23 39 58 44 238 28 153 25 63 2390 51 99 33 68 147787 21 26 460 26
internal_value=0 0.0240954 -0.383533 10.2044 -10.3403 -0.722201 -4.00034 -11.8869 -21.1102 -0.0757386 -0.0412322 -3.35756 -18.9688 5.5102 0.333457 -2.68712 4.4129 0.698523 13.0932 -23.1031 0.0645411 2.38722 -0.823945 -13.197 -2.30071 0.0395547 -1.36555 11.4239 -1.74526 -3.931
internal_weight=0 155121 5668 167 146 5501 948 315 200 633 4553 454 62 115 4099 441 334 3658 178 107 3480 958 2522 132 306 149453 1666 47 1619 486
internal_count=678013 155121 5668 167 146 5501 948 315 200 633 4553 454 62 115 4099 441 334 3658 178 107 3480 958 2522 132 306 149453 1666 47 1619 486
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=32800 18441 2 1075329 524420 2 131072 2 2 1327168 2 32
is_linear=0
shrinkage=0.1


Tree=790
num_leaves=31
num_cat=4
split_feature=13 5 11 12 11 11 1 14 11 12 12 12 13 12 14 11 12 11 12 0 12 12 12 12 6 0 12 3 12 12
split_gain=11773.9 636170 9.26559e+06 568362 720707 114678 503208 5.56894e+06 1.96424e+07 4.37903e+06 351736 2.13098e+06 313100 480426 420380 525292 473055 887444 1.85136e+06 3.2662e+06 1.05906e+07 1.63912e+06 360665 400268 432500 325349 299622 678320 589018 404702
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1 1.0000000180025095e-35 2.5000000000000004 7.5000000000000009 5.5000000000000009 2 1.5000000000000002 3 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 4.5000000000000009 6.5000000000000009 11.500000000000002 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004
decision_type=9 2 2 2 2 2 2 1 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 12 8 -8 -9 11 -11 14 -14 15 -1 -16 22 19 21 -21 26 -18 24 -24 -15 27 -19 29 -29
right_child=-2 2 3 -5 -6 -7 7 9 -10 10 -12 -13 13 25 16 -17 17 18 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=1.0540064006174543 -0.0036441491917219115 53.457030240227198 -1.2354834349259087 -0.25719155889229489 -27.191298770904542 0.10226939297424904 100.08397442045667 -40.885832094550132 -25.174815996231573 -0.064048839715810921 -1.1248725973897511 -34.931705589095756 1.8062185514227775 -2.1005791400085925 -0.33787963367513313 -1.8118005396079722 -1.3399814495735844 -2.6592515903649874 -0.34417035104587707 64.388632906400247 -5.4460214887346545 20.422280324738605 22.2344737510596 1.0889774818159641 2.3851561339005181 0.053097770173670879 8.816256209153396 7.1643164411883493 20.424645805358889 -3.5212623596191408
leaf_weight=1059 629115 34 23 149 20 38368 21 40 31 65 117 24 562 2066 1566 1615 736 194 547 39 49 58 21 160 23 1062 65 107 24 53
leaf_count=1059 629115 34 23 149 20 38368 21 40 31 65 117 24 562 2066 1566 1615 736 194 547 39 49 58 21 160 23 1062 65 107 24 53
internal_value=0 0.0472921 5.3406 -3.18002 -13.308 0.0227232 -0.273475 -4.3229 25.4105 -10.608 -4.72881 -9.46656 -0.152875 -0.883328 0.274842 -0.676838 0.974331 1.96418 3.84493 7.73532 25.5034 4.61437 -0.308731 3.41186 11.8587 -1.36938 2.54471 1.46627 5.81601 3.62472
internal_weight=0 48898 226 192 43 48672 10304 298 52 246 206 89 10006 3690 6316 2674 3642 2076 1136 589 88 501 940 204 44 3128 443 378 184 160
internal_count=678013 48898 226 192 43 48672 10304 298 52 246 206 89 10006 3690 6316 2674 3642 2076 1136 589 88 501 940 204 44 3128 443 378 184 160
cat_boundaries=0 1 2 3 4
cat_threshold=524832 2 524800 2
is_linear=0
shrinkage=0.1


Tree=791
num_leaves=31
num_cat=3
split_feature=13 5 12 12 3 14 12 12 2 14 3 12 12 0 11 12 11 6 12 12 4 6 12 11 12 12 11 11 11 0
split_gain=15384.1 2.69613e+06 8.60477e+06 293222 2.6902e+06 2.82606e+07 1.14165e+07 656291 897892 600599 1.12798e+06 3.26408e+06 467118 379864 490868 2.30905e+06 339011 930235 1.19953e+06 406955 369345 264756 399513 924273 267023 766060 528129 256358 317413 269000
threshold=0 1.0000000180025095e-35 11.500000000000002 10.500000000000002 1.0000000180025095e-35 1 12.500000000000002 6.5000000000000009 1.0000000180025095e-35 2 1.0000000180025095e-35 9.5000000000000018 8.5000000000000018 1.0000000180025095e-35 2.5000000000000004 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 3.5000000000000004 16.500000000000004 17.500000000000004 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 21 6 -6 -1 9 27 13 -12 -10 16 -15 -16 17 18 -11 -19 -18 -5 23 -23 -24 26 -26 28 29 -9
right_child=-2 2 -4 4 5 -7 -8 8 12 10 11 -13 -14 14 15 -17 20 19 -20 -21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.26378851349896754 -0.0020874945679722231 67.464720462262633 -10.741005905936746 0.88707072913536045 -80.390532073974612 95.876466751098633 5.8534628795854973 6.8753075436467217 -22.180877999336488 -23.162279069559144 -2.7956938345353683 -41.839684622628347 -4.5242043552727536 -2.1515569353364206 -34.760763004847938 -2.4409840483892533 -0.18323581596616367 11.520970959133573 -0.41531815674840189 -4.7199439790513784 10.491639888987823 -1.7235300338998134 0.7935391770246375 -19.406270882890031 -3.1611651258590894 2.2345062528688882 -19.957600529988611 1.8792959244879546 -2.0603260934911667 -1.6201673991644563
leaf_weight=6838 664920 24 34 2222 20 32 66 84 31 44 91 28 29 366 28 105 694 36 49 27 34 147 655 37 39 97 36 573 560 67
leaf_count=6838 664920 24 34 2222 20 32 66 84 31 44 91 28 29 366 28 105 694 36 49 27 34 147 655 37 39 97 36 573 560 67
internal_value=0 0.10733 21.62 0.0116907 0.817965 15.6489 -14.2033 -0.267308 -1.54336 -1.2827 -2.64023 -11.9825 -13.6468 -1.83637 -4.04223 -9.24515 -0.591204 -4.82163 -11.1773 4.56058 0.315316 0.276658 -1.06492 -5.2793 -0.12726 -3.63379 -11.2235 0.305318 -0.963162 3.10579
internal_weight=0 13093 58 13035 3351 118 86 9684 2846 2786 1502 119 60 1383 499 133 884 156 93 63 728 3233 1011 184 827 172 75 1284 711 151
internal_count=678013 13093 58 13035 3351 118 86 9684 2846 2786 1502 119 60 1383 499 133 884 156 93 63 728 3233 1011 184 827 172 75 1284 711 151
cat_boundaries=0 1 2 3
cat_threshold=544 2 2
is_linear=0
shrinkage=0.1


Tree=792
num_leaves=31
num_cat=3
split_feature=13 5 12 11 12 1 1 12 12 3 14 12 12 14 1 12 8 11 12 12 2 11 12 12 3 7 0 11 11 11
split_gain=12721.1 2.86364e+06 3.7297e+06 331689 650462 5.39873e+06 1.39508e+06 1.79888e+06 427973 1.49945e+07 6.93686e+07 4.35547e+06 910714 568413 2.82613e+06 1.02027e+06 5.36272e+06 4.86678e+07 2.55604e+06 1.68986e+06 6.19396e+06 989262 1.20775e+06 2.55978e+06 2.17238e+06 832180 742063 3.75083e+06 1.49331e+06 710822
threshold=0 1.0000000180025095e-35 12.500000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 10.500000000000002 1.0000000180025095e-35 1 14.500000000000002 11.500000000000002 2 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 3.5000000000000004
decision_type=9 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -6 -8 13 12 11 -11 -10 14 15 29 19 18 -18 -17 21 22 23 -21 26 -15 28 -28 -25 -5
right_child=-2 2 -4 8 6 -7 7 -9 9 10 -12 -13 -14 25 -16 16 17 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.22865456277983531 -0.0017267737966448525 51.350329927444456 -2.2523505970973661 -0.094457311805235145 -1.1059981420355622 45.629402669270831 -36.023693620241609 -4.4519792621418581 -4.8321386786326315 -59.196334981918341 189.07087190047557 3.4129597930908204 1.0214777968190949 -1.599729095457382 -35.490014314651489 -6.189661126230277 -51.714994039138162 152.06366878856315 -3.9428225199381508 0.068269003107306658 46.124998030066493 -2.3860473094585308 1.1776041986259072 1.6556790590286257 -3.2306805861623666 4.5195128995864122 51.776181442673149 0.35117917268172555 33.589051423249423 -8.2630824677551846
leaf_weight=875 667120 25 27 327 2815 27 26 59 326 20 23 25 1439 2492 21 255 24 22 21 178 32 434 841 32 38 244 37 23 27 158
leaf_count=875 667120 25 27 327 2815 27 26 59 326 20 23 25 1439 2492 21 255 24 22 21 178 32 434 841 32 38 244 37 23 27 158
internal_value=0 0.107169 23.5182 -0.00502596 -0.757654 1.58766 -1.48713 -14.1092 0.401494 1.71558 47.7945 -24.4134 -0.0597001 -0.0611875 1.03855 1.35178 2.36607 30.1708 -29.4213 1.38404 2.56022 1.69434 3.2002 8.27781 17.5855 -1.05401 24.2326 32.0633 16.2693 -2.75558
internal_weight=0 10893 52 10841 3802 902 2900 85 7039 1833 68 45 1765 5206 2470 2449 1964 67 45 1897 1642 1610 1176 335 157 2736 119 60 59 485
internal_count=678013 10893 52 10841 3802 902 2900 85 7039 1833 68 45 1765 5206 2470 2449 1964 67 45 1897 1642 1610 1176 335 157 2736 119 60 59 485
cat_boundaries=0 1 2 3
cat_threshold=32 2 2
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=8
split_feature=5 13 12 13 11 12 11 13 11 12 12 11 12 12 11 11 13 12 14 12 14 11 11 14 11 12 12 12 12 13
split_gain=17322.1 369779 1.11134e+06 262876 3.5115e+06 2.34411e+07 246587 754887 953503 276601 737332 552438 257531 190509 489324 213671 171142 239034 140743 136060 206468 204682 130723 103217 442595 393539 149991 463107 140122 117945
threshold=1.0000000180025095e-35 0 8.5000000000000018 1 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 2 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 5.5000000000000009 16.500000000000004 2.5000000000000004 2.5000000000000004 3 9.5000000000000018 4 5.5000000000000009 5 1.5000000000000002 3.5000000000000004 6 3.5000000000000004 1.5000000000000002 10.500000000000002 7.5000000000000009 3.5000000000000004 7
decision_type=2 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 9 2 1 2 1 2 2 1 2 2 2 2 2 9
left_child=-1 2 -2 4 5 -3 7 8 -5 10 19 -12 -10 15 -15 -6 17 -8 -4 -9 -21 -22 -19 29 25 -25 27 -27 -26 -18
right_child=1 3 18 6 13 -7 16 9 12 -11 11 -13 -14 14 -16 -17 23 22 -20 20 21 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.0012603968064160717 -20.597695832782321 81.91670771530697 4.0474060257275903 -25.714474381340878 0.76764082171700221 -30.144635944366456 -8.9882491005791572 0.15967313258247523 -12.555777952926499 0.15493309453913034 -26.471492347717287 -6.4272191936319532 -1.1848219277202219 -2.361295592122608 17.147310123443603 -3.42376010952627 1.67900150734494 -2.6351660928060845 -5.3315340280532837 0.20867502777664751 -15.12425794029236 -2.4515855165628291 6.9903243836902433 16.933254916327339 -7.0558754892060254 1.8010327403924682 -0.16838288704554241 18.967996077104047 0.23504366906544638 -0.44259179213893241
leaf_weight=673966 36 35 48 27 220 40 45 262 28 1238 20 44 69 36 20 272 416 43 24 54 25 26 21 28 33 55 54 22 131 675
leaf_count=673966 36 35 48 27 220 40 45 262 28 1238 20 44 69 36 20 272 416 43 24 54 25 26 21 28 33 55 54 22 131 675
internal_value=0 -0.206247 -5.72202 -0.0403856 1.82758 22.1507 -0.395773 -1.19173 -8.41496 -0.601051 -2.78648 -12.6911 -4.46716 -0.920515 4.60606 -1.54956 0.538694 -3.11753 0.921093 -1.05925 -4.10075 -8.66368 0.523198 0.836669 2.41281 6.17227 3.87221 6.70588 -1.23203 0.377708
internal_weight=0 4047 108 3939 623 75 3316 1793 124 1669 431 64 97 548 56 492 1523 109 72 367 105 51 64 1414 323 159 131 77 164 1091
internal_count=678013 4047 108 3939 623 75 3316 1793 124 1669 431 64 97 548 56 492 1523 109 72 367 105 51 64 1414 323 159 131 77 164 1091
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2424836 131104 2305 8328 2 2 2 1050880
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=8
split_feature=5 13 11 12 11 12 14 12 13 11 14 12 11 11 12 13 12 12 12 12 11 14 12 12 12 12 14 12 12 14
split_gain=13985 362253 7.84198e+06 552179 1.15953e+06 1.23649e+06 752720 289234 139986 142531 110516 301229 144157 153856 115130 110348 542327 233132 109712 139138 83406.8 129335 181465 81266.4 105182 141697 244026 79497.5 75405.4 72739.2
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 5.5000000000000009 1 6.5000000000000009 2 2.5000000000000004 3 2.5000000000000004 2.5000000000000004 3.5000000000000004 7.5000000000000009 4 7.5000000000000009 7.5000000000000009 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 5 14.500000000000002 4.5000000000000009 3.5000000000000004 2.5000000000000004 6 1.5000000000000002 13.500000000000002 7
decision_type=2 9 2 2 2 2 1 2 9 2 1 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 1 2 2 1
left_child=-1 2 -2 4 5 27 -7 8 23 29 12 -12 -4 -14 -13 17 -17 -9 -11 -20 21 22 28 24 25 -6 -27 -3 -5 -10
right_child=1 3 10 20 7 6 -8 15 9 18 11 14 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011343968455231931 63.724817504882814 -7.210846361747155 7.6254792955186632 3.6502915593962011 0.12868400191982016 -7.8898640486929157 -27.195910093058714 -6.8319060585233906 -6.2104045119724773 -3.9916594648683397 5.8753181589060821 -10.905686752696832 -6.5519817322492599 0.8124082189559938 -3.2750418909664809 -0.13551976228582449 -14.199597487082849 2.7242923688080354 7.6108551278258822 -0.69096481249882624 0.026559327630044406 -0.84024626884234732 0.170049615264628 3.6259904506992791 -3.1639434378274851 0.42977755697149977 13.309783661365509 -0.85549558746961907 8.6339906581922587 -1.574090857290831
leaf_weight=673966 20 26 27 151 278 36 46 45 76 37 29 30 32 250 58 58 52 59 33 52 1904 169 173 94 70 38 24 81 38 61
leaf_count=673966 20 26 27 151 278 36 46 45 76 37 29 30 32 250 58 58 52 59 33 52 1904 169 173 94 70 38 24 81 38 61
internal_value=0 -0.185317 2.47168 -0.519817 -2.31075 -9.48055 -18.7201 -0.923754 -0.0125374 -1.8605 -0.346038 -2.96358 0.64507 -0.0232672 -5.8764 -4.17262 -6.21866 -1.28686 0.553579 2.53209 0.335635 1.44388 2.51023 0.955073 0.366011 1.09277 5.41559 -2.39979 4.65231 -4.14606
internal_weight=0 4047 446 3601 1166 189 82 977 763 259 426 117 309 282 88 214 110 104 122 85 2435 531 362 504 410 340 62 107 189 137
internal_count=678013 4047 446 3601 1166 189 82 977 763 259 426 117 309 282 88 214 110 104 122 85 2435 531 362 504 410 340 62 107 189 137
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=33 2 1732736 2 1708032 2 2 2
is_linear=0
shrinkage=0.1


Tree=795
num_leaves=31
num_cat=9
split_feature=5 13 12 11 11 12 11 11 13 14 12 12 13 12 11 14 14 13 14 12 11 12 12 11 12 12 12 12 14 12
split_gain=11327.9 424842 5.34219e+06 3.02625e+07 1.66456e+06 2.00094e+06 381034 340388 1.10286e+06 956388 529617 532261 537908 484620 240567 199408 167411 141268 118165 799287 272360 488323 265733 157529 112862 111341 91766.6 80958.9 119178 106844
threshold=1.0000000180025095e-35 0 8.5000000000000018 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 2.5000000000000004 1.5000000000000002 1 2 8.5000000000000018 6.5000000000000009 3 8.5000000000000018 1.0000000180025095e-35 4 5 6 7 4.5000000000000009 3.5000000000000004 1.5000000000000002 3.5000000000000004 4.5000000000000009 1.5000000000000002 3.5000000000000004 11.500000000000002 11.500000000000002 8 10.500000000000002
decision_type=2 9 2 2 2 2 2 2 9 1 2 2 9 2 2 1 1 9 1 2 2 2 2 2 2 2 2 2 1 2
left_child=-1 2 3 -2 5 -4 -5 8 9 -3 11 12 -10 -11 15 -14 -13 18 22 20 21 -20 23 24 -9 -16 -6 29 -29 -12
right_child=1 7 4 6 26 -7 -8 17 10 13 27 16 14 -15 25 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.001020951747819844 122.98848509995835 -1.0662248925729232 -38.101316759663248 2.5274969855023008 -5.9521180788675947 1.3319178277795967 -11.382071750252337 -10.382627966345812 3.1480674946093345 -29.469652842680617 0.40010293779834627 -7.218934385704272 -6.7372684751238143 -11.640772962570191 3.2009414196014405 -19.459565778889441 -17.217382888232962 -0.5083808319625962 19.734542052690372 -0.87021127318138969 2.9280066199924639 3.6974645867067224 1.0192509158212708 0.75162635015886892 -2.6512944643838066 -6.152261352539063 0.5844957052242189 0.94512106282266284 -2.6342772859793442 4.9561762018637232
leaf_weight=673966 23 44 31 31 27 22 54 41 101 30 124 33 28 31 20 22 34 1508 43 244 46 34 713 43 35 35 105 327 130 88
leaf_count=673966 23 44 31 31 27 22 54 41 101 30 124 33 28 31 20 22 34 1508 43 244 46 34 713 43 35 35 105 327 130 88
internal_value=0 -0.166785 3.43657 21.2264 -6.7631 -21.7328 -6.30917 -0.455967 -1.98831 -11.2336 -0.829716 -4.55035 -2.03218 -20.4091 -6.67882 -12.3351 -12.2928 0.135019 0.940627 2.4432 9.01616 12.6532 0.289138 -4.0854 -6.82215 -2.7511 -0.752539 0.676166 -0.0730885 2.2913
internal_weight=0 4047 293 108 185 53 85 3754 1047 105 942 273 206 61 105 50 67 2707 1199 367 123 77 832 119 76 55 132 669 457 212
internal_count=678013 4047 293 108 185 53 85 3754 1047 105 942 273 206 61 105 50 67 2707 1199 367 123 77 832 119 76 55 132 669 457 212
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=16416 851969 2 32784 2 2 657669 2 2
is_linear=0
shrinkage=0.1


Tree=796
num_leaves=31
num_cat=7
split_feature=12 1 13 14 11 11 12 12 13 11 12 11 12 12 12 13 3 11 12 12 6 14 6 6 14 12 11 6 12 14
split_gain=10058.4 51342.6 402904 1.49975e+06 2.10435e+06 313513 537882 259606 232082 191954 150302 121976 155101 131758 100596 61229.1 170148 124095 410594 979068 3.51513e+06 402183 222447 113584 221645 75180.7 351233 492376 1.76944e+06 5.35844e+06
threshold=19.500000000000004 1.0000000180025095e-35 0 1 2.5000000000000004 3.5000000000000004 20.500000000000004 23.500000000000004 2 2.5000000000000004 20.500000000000004 1.5000000000000002 24.500000000000004 22.500000000000004 22.500000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 20.500000000000004 1.0000000180025095e-35 4 1.0000000180025095e-35 1.0000000180025095e-35 5 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 6
decision_type=2 2 9 1 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 1 2 2 2 2 1
left_child=-1 15 3 4 -3 8 -7 -8 9 14 -10 13 -13 -5 -4 16 17 18 19 21 -21 -2 -23 -20 -25 26 27 -17 -29 -30
right_child=1 2 5 11 -6 6 7 -9 10 -11 -12 12 -14 -15 -16 25 -18 -19 23 20 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0015917677793625979 -4.2065616061521132 -6.3184156870841983 -1.2624864518318488 9.1412839265970085 30.013369793241676 6.1243147289311448 -15.903821313075532 -3.5304272460937498 -3.9591398267570987 10.788370973485359 0.2253023567471174 -3.3128024094245014 3.9537686470227364 0.0411468761723216 5.6903194395335106 0.65876833852032113 -7.4679407415968004 0.013033194289361984 -0.4035516993054804 0.23288444885840784 -41.634779121135843 1.4908466601371766 13.37226412846492 -0.30557108736382083 9.901889265908137 -0.11867752978647637 -0.10631489779482656 -0.54781501558811774 1.1732457089424135 48.563305305032173
leaf_weight=666326 86 25 46 26 44 27 39 30 109 34 404 119 39 41 38 695 33 2839 212 65 29 40 26 52 36 3756 2499 184 80 34
leaf_count=666326 86 25 46 26 44 27 39 30 109 34 404 119 39 41 38 695 33 2839 212 65 29 40 26 52 36 3756 2499 184 80 34
internal_value=0 0.0919895 0.769437 3.82224 16.8497 -0.510674 -5.84172 -10.5241 0.292295 4.10127 -0.651098 -0.00296047 -1.51916 3.57254 1.88283 0.027141 -0.321219 -0.252495 -1.63315 -4.66147 -12.6837 0.299661 6.17141 0.850085 3.87021 0.191599 0.525881 2.11688 5.5175 15.3071
internal_weight=0 11687 1021 294 69 727 96 69 631 118 513 225 158 67 84 10666 3418 3385 546 246 94 152 66 300 88 7248 3492 993 298 114
internal_count=678013 11687 1021 294 69 727 96 69 631 118 513 225 158 67 84 10666 3418 3385 546 246 94 152 66 300 88 7248 3492 993 298 114
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=155657 2 1572864 192579 2 2 2
is_linear=0
shrinkage=0.1


Tree=797
num_leaves=31
num_cat=4
split_feature=13 5 12 11 12 1 1 12 2 12 3 14 12 12 14 1 12 2 0 11 2 11 12 14 12 11 0 12 11 3
split_gain=9873.22 1.66154e+06 6.2771e+06 212571 418107 4.41256e+06 1.15954e+06 1.45827e+06 352110 319595 9.01734e+06 5.00791e+07 3.92859e+06 654105 659493 569483 432510 779994 395659 406119 343187 4.37724e+06 1.26327e+06 1.86291e+06 320375 291550 267408 419024 1.13007e+06 510305
threshold=0 1.0000000180025095e-35 11.500000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 1 13.500000000000002 11.500000000000002 2 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 3 18.500000000000004 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 3 -3 4 5 26 8 -8 -6 16 13 12 -12 18 24 -16 20 -18 -11 -20 -5 22 -22 -24 -15 -17 27 -1 29 -29
right_child=-2 2 -4 9 6 -7 7 -9 -10 10 11 -13 -14 14 15 25 17 -19 19 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.9361815719040063 -0.001674783104483807 56.130074501037598 -10.665593009836535 0.29833002761717164 -0.66652370350608725 41.066276267722799 -32.421505150428189 -3.9954710523960957 -7.6073679450352989 -6.0334211460378278 -51.562844457030295 155.54219589233401 2.7182674503326418 -0.99961268086643784 2.6119839085078747 21.327889732360841 -1.0637552643073298 -17.311956796646118 -5.5060419797897344 5.0676781075341362 6.3891170778582174 40.001831192805852 -36.9703973683444 0.5968073411421343 4.809856994736653 6.3411713918050134 3.5416740433375042 -16.272955937452718 2.6004266680651948 -3.8017654028095182
leaf_weight=509 664920 24 34 4612 2869 27 26 59 75 249 20 24 40 1088 567 25 1947 30 64 84 62 29 22 33 104 27 180 71 131 61
leaf_count=509 664920 24 34 4612 2869 27 26 59 75 249 20 24 40 1088 567 25 1947 30 64 84 62 29 22 33 104 27 180 71 131 61
internal_value=0 0.0859812 16.974 0.0109029 -0.595141 1.20141 -1.1758 -12.6905 -0.843345 0.279987 1.29996 33.4582 -15.3754 0.0765519 0.882413 3.53054 -0.0671222 -1.31031 -3.59956 0.495259 0.449437 5.22277 -3.39768 -14.4301 -0.492746 13.5463 0.0707837 -0.738491 -3.97959 -10.5098
internal_weight=0 13093 58 13035 4008 979 3029 85 2944 9027 2292 84 60 2208 1811 619 6735 1977 397 148 4758 146 117 55 1192 52 952 772 263 132
internal_count=678013 13093 58 13035 4008 979 3029 85 2944 9027 2292 84 60 2208 1811 619 6735 1977 397 148 4758 146 117 55 1192 52 952 772 263 132
cat_boundaries=0 1 2 3 4
cat_threshold=544 2 2 2
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=8
split_feature=5 13 12 13 11 12 11 13 11 12 12 11 12 12 11 11 13 11 14 12 13 12 11 14 11 12 11 14 11 12
split_gain=12213.4 229417 742260 180262 2.89549e+06 2.00603e+07 212794 610041 957700 235905 604037 513190 177588 170041 383342 180006 162673 465138 310096 159209 132246 184611 105925 97111.8 91342.9 297022 89632.1 85221.4 82369.8 87551.7
threshold=1.0000000180025095e-35 0 8.5000000000000018 1 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 2 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 1.5000000000000002 5.5000000000000009 16.500000000000004 2.5000000000000004 2.5000000000000004 3 1.0000000180025095e-35 4 6.5000000000000009 5 9.5000000000000018 3.5000000000000004 6 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 7 1.0000000180025095e-35 14.500000000000002
decision_type=2 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 9 2 1 2 9 2 2 1 2 2 2 1 2 2
left_child=-1 2 -2 4 5 -3 7 8 -5 10 16 -12 -10 15 -15 -6 -9 18 -18 -19 21 -8 -23 26 25 -17 -4 -26 29 -11
right_child=1 3 23 6 13 -7 20 9 12 28 11 -13 -14 14 -16 24 17 19 -20 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0010572604228745518 -16.660236357318031 75.244912058285308 8.2205910249189902 -24.83737078419438 0.5390040987188166 -28.420927748680118 -7.8389671664767793 1.4564183370005794 -10.26020173089845 2.4084603864883745 -20.766934462516542 -2.8488704681396486 -0.81765649767889492 -1.9391328662633898 15.32803201675415 -14.318806920732772 -3.8389800158413978 0.71653685156179936 -20.827738298688615 -8.2306296555892278 0.7927146581823028 -2.323174654605777 6.3413561412266333 -4.2678143699963895 -2.7787320698533104 -2.7610702042295427 -0.45210993106548608 3.3328379417287892 -0.46859404546057626 -0.40026637895498429
leaf_weight=673966 36 35 22 27 220 40 45 154 28 263 31 33 69 36 20 28 22 147 21 23 1414 43 21 24 107 108 26 29 783 192
leaf_count=673966 36 35 22 27 220 40 45 154 28 263 31 33 69 36 20 28 22 147 21 23 1414 43 21 24 107 108 26 29 783 192
internal_value=0 -0.173184 -4.51778 -0.0424866 1.50438 19.9565 -0.336757 -1.07607 -7.5695 -0.545017 -2.56322 -11.5279 -3.54334 -0.993543 4.22771 -1.58783 -0.999894 -2.71665 -12.1358 -0.493962 0.531414 -2.68472 0.519875 0.925981 -3.30807 -5.1406 3.52288 -1.47553 0.153203 1.22324
internal_weight=0 4047 108 3939 623 75 3316 1793 124 1669 431 64 97 548 56 492 367 213 43 170 1523 109 64 72 272 136 48 136 1238 455
internal_count=678013 4047 108 3939 623 75 3316 1793 124 1669 431 64 97 548 56 492 367 213 43 170 1523 109 64 72 272 136 48 136 1238 455
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2424836 131104 2305 16 2 8328 2 2
is_linear=0
shrinkage=0.1


Tree=799
num_leaves=31
num_cat=12
split_feature=12 12 13 10 11 13 14 11 11 11 13 7 13 14 11 11 9 14 13 0 14 6 8 14 3 11 14 11 0 14
split_gain=11121.9 64661.2 725403 766077 4.33379e+06 808747 1.10804e+06 2.0797e+06 1.95272e+06 686791 1.50567e+06 1.37619e+06 7.96822e+06 7.7336e+06 9.71015e+06 1.18055e+06 2.3167e+06 2.30548e+06 1.81685e+06 2.00108e+06 3.14418e+06 1.58775e+06 1.46163e+06 1.34931e+06 1.13304e+06 944090 877231 1.27932e+06 810386 2.44368e+06
threshold=3.5000000000000004 4.5000000000000009 0 1.0000000180025095e-35 3.5000000000000004 1 2 1.5000000000000002 2.5000000000000004 2.5000000000000004 3 1.0000000180025095e-35 4 5 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 6 7 1.0000000180025095e-35 8 1.0000000180025095e-35 1.0000000180025095e-35 9 1.0000000180025095e-35 3.5000000000000004 10 1.0000000180025095e-35 1.0000000180025095e-35 11
decision_type=2 2 9 2 2 9 1 2 2 2 9 2 9 1 2 2 2 1 9 2 1 2 2 1 2 2 1 2 2 1
left_child=-1 2 3 9 5 6 -5 -8 -9 10 -2 -11 13 25 -15 18 21 -18 24 22 -21 28 -20 -23 -12 -13 -26 -28 -17 -30
right_child=1 -3 -4 4 -6 -7 7 8 -10 11 15 12 -14 14 -16 16 17 -19 19 20 -22 23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.017372845640418015 3.0753512605031332 -0.0032575245195559086 -0.25544026826443228 -1.5763593204775637 16.947046413827451 -2.6455184548712793 -0.87686920166015625 32.431538938126479 1.1479830980300905 -0.80756837467782094 -1.8244750355928077 -8.2901328739367042 -2.7533922728577225 54.305766489313946 -18.755247497558596 -1.6769811028862778 19.849720316721982 -0.24737440490722659 1.2313315777705764 -11.068764719755755 33.468216241574758 8.1702514023340047 26.407248846689864 1.3139029595202265 -1.0120975421025205 12.963521136659566 19.863884729734608 -2.3220513692716276 6.7901607368931627 -2.337126535357851
leaf_weight=238408 2480 396113 23274 196 188 460 95 53 32 6522 4218 57 532 87 23 1719 133 100 589 23 51 476 24 723 104 33 71 41 528 660
leaf_count=238408 2480 396113 23274 196 188 460 95 53 32 6522 4218 57 532 87 23 1719 133 100 589 23 51 476 24 723 104 33 71 41 528 660
internal_value=0 0.00945073 0.125194 0.56321 3.2285 0.143474 3.53196 9.29058 20.6542 0.42131 0.887557 -0.346128 3.76523 20.2309 39.0294 0.310433 1.52437 11.2244 -0.717523 4.03347 19.6256 0.973931 2.21701 4.03586 -1.45944 -0.497126 5.60127 11.7422 -0.288968 1.71945
internal_weight=0 439605 43492 20218 1024 836 376 180 85 19194 11940 7254 732 200 110 9460 4339 233 5121 687 74 4106 613 1199 4434 90 216 112 2907 1188
internal_count=678013 439605 43492 20218 1024 836 376 180 85 19194 11940 7254 732 200 110 9460 4339 233 5121 687 74 4106 613 1199 4434 90 216 112 2907 1188
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=918416 16 2 131840 16 2 2 16 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=9
split_feature=5 13 11 12 11 11 12 12 13 11 14 14 13 12 13 11 12 14 12 12 12 14 12 12 12 12 14 12 11 12
split_gain=9633.07 518096 1.10704e+07 935984 814126 314160 1.38424e+06 986040 897664 296410 442281 276950 262914 205754 132514 217222 406238 1.01125e+06 960155 219228 330058 105027 248041 222046 116285 274765 96446.6 113656 111427 91674.1
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 1.5000000000000002 8.5000000000000018 6.5000000000000009 1 1.0000000180025095e-35 2 3 4 7.5000000000000009 5 3.5000000000000004 1.5000000000000002 6 1.0000000180025095e-35 16.500000000000004 20.500000000000004 7 11.500000000000002 10.500000000000002 20.500000000000004 18.500000000000004 8 13.500000000000002 2.5000000000000004 9.5000000000000018
decision_type=2 9 2 2 2 2 2 2 9 2 1 1 9 2 9 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -3 10 -10 -9 21 -13 15 16 17 -7 -19 29 -21 24 23 -23 25 -8 27 28 -5 -18
right_child=1 5 3 26 -6 14 12 11 9 -11 -12 13 -14 -15 -16 -17 19 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00093682099439409158 67.350646083831791 2.2279985865578058 -1.831816933371804 -5.0672573234095717 -28.464058621724448 -5.4868997644495083 -0.19491863409678142 -10.049920104531681 -6.8179628832586889 -5.7606165658859982 -24.13667882283529 -15.421056636174521 2.8570292402150339 -28.656947094461191 -0.4743315440337959 -0.44470928925765707 2.3913585717113395 3.755706729888916 34.370970444452198 16.113978148500124 0.13267755678721838 -2.3364309917796744 -5.9332688468917514 9.7882104459016226 -7.0632465907505582 11.952469537258148 -4.487950063520862 5.43629122543335 2.6978069668724425 -0.42325457479502709
leaf_weight=673966 25 118 22 33 24 27 270 34 29 63 30 24 275 23 1549 584 190 20 21 24 28 44 107 23 21 20 31 50 42 296
leaf_count=673966 25 118 22 33 24 27 270 34 29 63 30 24 275 23 1549 584 190 20 21 24 28 44 107 23 21 20 31 50 42 296
internal_value=0 -0.153808 4.38441 -3.19139 -15.7269 -0.433829 -1.8785 -7.38464 -4.16482 -9.73288 -15.6241 -16.9248 0.447122 -21.8982 0.134754 0.923811 2.25789 9.54056 19.4367 1.33741 7.50866 -0.958466 -2.9456 1.82576 0.122486 0.642832 0.504978 1.74322 -0.718821 0.677109
internal_weight=0 4047 227 202 46 3820 1081 321 240 122 59 81 760 47 2739 1190 606 68 41 538 52 485 174 67 311 290 156 125 75 486
internal_count=678013 4047 227 202 46 3820 1081 321 240 122 59 81 760 47 2739 1190 606 68 41 538 52 485 174 67 311 290 156 125 75 486
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2080 1048592 2 2 557269 147845 2 2 2
is_linear=0
shrinkage=0.1


Tree=801
num_leaves=31
num_cat=8
split_feature=1 13 12 14 12 11 12 12 11 12 12 12 14 11 12 11 13 12 12 14 11 12 12 14 12 14 12 12 12 14
split_gain=9519.82 265428 939219 1.99461e+07 7.53095e+07 9.48884e+06 1.95368e+07 4.2706e+06 495479 5.88941e+06 587686 850390 655805 388784 1.02915e+06 690685 770329 2.528e+06 9.11683e+06 770591 1.18582e+06 388480 2.20406e+06 6.39752e+06 1.16328e+06 1.14862e+06 397480 1.02238e+06 725127 896986
threshold=1.0000000180025095e-35 0 17.500000000000004 1 18.500000000000004 3.5000000000000004 20.500000000000004 18.500000000000004 3.5000000000000004 16.500000000000004 6.5000000000000009 8.5000000000000018 2 2.5000000000000004 16.500000000000004 1.5000000000000002 3 5.5000000000000009 9.5000000000000018 4 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 5 1.0000000180025095e-35 6 10.500000000000002 7.5000000000000009 15.500000000000002 7
decision_type=2 9 2 1 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 1 2 2 2 1 2 1 2 2 2 1
left_child=-1 2 8 4 -4 7 -7 -5 13 10 -10 12 -12 14 15 16 17 19 -19 -2 -21 24 23 -23 25 -15 27 -24 29 -28
right_child=1 -3 3 5 -6 6 -8 -9 9 -11 11 -13 -14 21 -16 -17 -18 18 -20 20 -22 22 26 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0019590626610196311 -20.489817253748576 -0.2531463938985703 204.22237160422586 38.170856426608182 -31.888997366768976 -116.04109141609887 5.616554630163944 -2.6007138175964357 -2.5745201183004855 -51.681445378842561 2.178726069132487 0.40406991619391736 22.327534964425226 -8.3703299931117474 16.717921098981588 -2.8788438085224723 -1.062637286228046 65.48180220867026 -4.7417581670424518 21.20744059426444 -7.2833558201789863 59.513830478374786 3.5132998539053872 -5.2136168608794344 -10.49351035279113 17.777329980759394 -4.9654716042911309 -7.0800020353978175 -1.6930339301984336 13.451815310245804
leaf_weight=660306 21 14538 22 31 35 22 33 150 522 23 30 298 35 28 35 616 275 29 51 21 48 26 276 37 77 42 34 136 97 119
leaf_count=660306 21 14538 22 31 35 22 33 150 522 23 30 298 35 28 35 616 275 29 51 21 48 26 276 37 77 42 34 136 97 119
internal_value=0 -0.0723408 0.755531 6.15157 59.2417 -6.67105 -43.0465 4.38226 0.208423 -1.72394 -0.425606 2.66457 13.0281 1.09998 -0.153723 -0.710281 2.2916 7.34784 20.7143 -3.71701 1.38776 2.67573 3.62615 21.4993 -2.01171 7.31827 1.92524 0.0164818 5.07086 9.35908
internal_weight=0 17707 3169 293 57 236 55 181 2876 908 885 363 65 1968 1096 1061 445 170 80 90 69 872 725 63 147 70 662 412 250 153
internal_count=678013 17707 3169 293 57 236 55 181 2876 908 885 363 65 1968 1096 1061 445 170 80 90 69 872 725 63 147 70 662 412 250 153
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1319426 2 2 1048576 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=8
split_feature=12 1 13 12 11 13 11 14 14 11 11 12 12 14 12 12 12 12 12 12 13 3 11 12 12 14 14 6 0 6
split_gain=10836.2 67345.2 351205 1.78731e+06 121805 69180.9 317013 1.95764e+06 272439 1.00375e+06 364549 341139 298233 243271 435242 79372.1 66135.8 60055.5 84303.7 52204.5 49382 137706 100376 332872 793535 3.32781e+06 325967 180182 130516 92058.7
threshold=19.500000000000004 1.0000000180025095e-35 0 21.500000000000004 1.5000000000000002 1 3.5000000000000004 2 3 2.5000000000000004 3.5000000000000004 21.500000000000004 20.500000000000004 4 22.500000000000004 21.500000000000004 29.500000000000004 21.500000000000004 23.500000000000004 26.500000000000004 5 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 20.500000000000004 6 7 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 9 2 2 9 2 1 1 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 1 1 2 2 2
left_child=-1 20 3 -3 -5 6 13 -8 9 -7 12 -12 -10 14 -4 -15 -17 -14 -19 -20 21 22 23 24 26 28 -2 -28 -26 -25
right_child=1 2 5 4 -6 8 7 -9 10 -11 11 -13 17 15 -16 16 -18 18 19 -21 -22 -23 -24 29 25 -27 27 -29 -30 -31
leaf_value=-0.0016594412139008859 -3.7886620063248069 26.044295289162125 -12.545054845809936 2.7497544731034171 -4.4562048123807321 9.5619344520568852 32.153487621654165 -2.4958228043147499 -8.2137835916483191 -19.359646779696149 15.183875158854896 0.37497352600097655 -2.717550151254617 3.0215281175354782 2.3997664275922275 -0.71429570098807915 4.3648810419543045 3.6388145499938243 -3.9361253539153509 1.4513514956912479 0.16890107080395306 -6.7210485480048439 0.0089872305341410687 -0.3642609444991598 8.709792567068531 -33.764665588965784 1.3418599390983583 12.035135562603291 -1.112804929415385 3.4832852420820433
leaf_weight=666326 86 33 40 45 49 20 22 63 53 30 28 35 51 118 38 221 29 74 35 37 7248 33 2839 212 31 39 40 26 24 88
leaf_count=666326 86 33 40 45 49 20 22 63 53 30 28 35 51 118 38 221 29 74 35 37 7248 33 2839 212 31 39 40 26 24 88
internal_value=0 0.0954727 0.871344 5.58282 -1.00654 0.138048 0.859134 6.47223 -0.911517 -7.79101 0.158322 6.95671 -1.55487 -0.191364 -5.26424 0.883866 -0.125111 0.236613 1.26855 -1.16756 0.0212026 -0.291639 -0.22982 -1.47153 -4.19822 -11.4205 0.268178 5.55436 4.42357 0.764353
internal_weight=0 11687 1021 127 94 894 531 85 363 50 313 63 250 446 78 368 250 197 146 72 10666 3418 3385 546 246 94 152 66 55 300
internal_count=678013 11687 1021 127 94 894 531 85 363 50 313 63 250 446 78 368 250 197 146 72 10666 3418 3385 546 246 94 152 66 55 300
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=24584 753681 2 2 2 192579 2 2
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=2
split_feature=11 13 14 12 2 8 2 12 12 12 12 3 12 2 4 12 12 8 12 6 12 7 12 12 12 6 10 12 0 12
split_gain=9700.28 126007 518753 1.64637e+06 6.98127e+06 4.32092e+06 1.6897e+06 1.66642e+06 892321 1.5311e+06 809742 1.94573e+06 6.97458e+06 1.49984e+06 787628 2.3602e+06 3.97708e+06 756666 734303 1.07812e+06 732931 717699 1.07664e+06 963487 788643 2.00252e+06 575284 2.59359e+06 556180 545523
threshold=3.5000000000000004 0 1 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 16.500000000000004 18.500000000000004 4.5000000000000009 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 6.5000000000000009 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 7.5000000000000009 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 12.500000000000002
decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 26 8 -8 20 18 13 14 -13 17 -12 16 -16 -4 19 -10 21 23 -23 24 -5 -26 -2 -28 -20 -25
right_child=1 -3 10 6 -6 -7 7 -9 9 -11 11 12 -14 -15 15 -17 -18 -19 28 -21 -22 22 -24 29 25 -27 27 -29 -30 -31
leaf_value=-0.0065012393129487873 0.57600532818726768 0.042363368652694217 -2.2200348977713809 -0.77181422270982725 49.172523736953735 32.156472678806473 -28.671648959226388 3.3981716962961053 0.98805825055941288 3.6898459117907985 1.3393425816361662 1.4272474946646856 -55.953920224734716 -27.89285091161728 8.7051002820332837 12.322284939212185 -50.326090774536141 -14.290803467785871 -35.972144889831547 -23.899992944513048 3.8204110253945389 -3.7445733942884085 10.326527181152226 -5.3125706018839338 0.11436336463497532 24.544372757621435 33.658739416939873 -4.7874243959467462 -13.220080402919226 1.0444919068188896
leaf_weight=522892 1399 147575 1356 804 32 46 43 26 46 77 1673 87 28 24 21 31 25 54 22 28 380 94 129 687 124 46 28 47 21 168
leaf_count=522892 1399 147575 1356 804 32 46 43 26 46 77 1673 87 28 24 21 31 25 54 22 28 380 94 129 687 124 46 28 47 21 168
internal_value=0 0.0219742 -0.376329 0.353927 2.94844 1.97531 -1.14021 -16.5874 -0.734322 -7.26103 -1.31757 0.0562073 -12.5438 -3.10425 0.884209 -9.0046 -23.3771 -2.68232 -14.468 -8.42904 -0.213688 -0.960744 4.39521 -1.61377 0.536636 6.72484 1.03342 9.56581 -24.8607 -4.06346
internal_weight=0 155121 7546 4247 1552 1520 2695 69 2626 194 3299 1865 115 1434 1750 77 46 1410 117 74 2432 2052 223 1829 974 170 1474 75 43 855
internal_count=678013 155121 7546 4247 1552 1520 2695 69 2626 194 3299 1865 115 1434 1750 77 46 1410 117 74 2432 2052 223 1829 974 170 1474 75 43 855
cat_boundaries=0 1 2
cat_threshold=266528 2
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=13
split_feature=12 11 13 1 12 12 0 12 14 13 12 1 14 12 1 14 13 13 3 14 2 13 8 12 13 13 12 14 12 13
split_gain=9614.95 60516.7 354394 938218 564550 1.2873e+06 350311 1.71276e+06 1.62576e+06 1.34054e+06 592975 613708 8.23112e+06 1.05488e+06 400437 2.22672e+06 356713 345351 343411 289258 419428 459477 433574 238954 499426 253420 2.94029e+06 1.73499e+06 1.16757e+06 1.18151e+06
threshold=3.5000000000000004 1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1 2 2.5000000000000004 1.0000000180025095e-35 3 1.5000000000000002 1.0000000180025095e-35 4 5 6 1.0000000180025095e-35 7 1.0000000180025095e-35 8 1.0000000180025095e-35 1.0000000180025095e-35 9 10 1.5000000000000002 11 1.5000000000000002 12
decision_type=2 2 9 2 2 2 2 2 1 9 2 2 1 2 2 1 9 9 2 1 2 9 2 2 9 9 2 1 2 9
left_child=1 2 6 19 -5 -6 10 -8 -9 -10 11 17 -13 -14 16 -16 -12 18 -1 20 21 -4 -23 24 -20 26 -25 -28 29 -27
right_child=-2 -3 3 4 5 -7 7 8 9 -11 14 12 13 -15 15 -17 -18 -19 23 -21 -22 22 -24 25 -26 28 27 -29 -30 -31
leaf_value=0.19190359294627349 0.0087819762634245638 -0.035088699636184266 1.5004438749181723 -1.2491045188903809 -27.004609755369337 -0.16862832560683744 -0.1644953470500416 -0.59136262763735725 9.1182902842807927 -2.1163872310093472 1.9161054253578187 44.956170584938747 2.8620610580887909 -10.404126882553101 -35.421479988098149 -0.18366305164455141 -1.1921855270024257 -0.51886971860567621 3.1935804197199777 -0.59307047793701606 11.727828408732559 -1.0224347101627209 9.7802419988732598 -3.9075729754331299 -1.2330960755834237 7.6487960531356496 2.8133536911010744 29.981959292763158 -1.1656002828519638 0.99546661960240168
leaf_weight=4761 439605 208914 1823 55 39 33 2635 411 613 130 416 44 172 92 22 97 2834 3043 383 7293 33 1668 38 139 716 460 40 57 803 644
leaf_count=4761 439605 208914 1823 55 39 33 2635 411 613 130 416 44 172 92 22 97 2834 3043 383 7293 33 1668 38 139 716 460 40 57 803 644
internal_value=0 -0.0161583 0.117931 -0.331982 -8.87752 -14.7048 0.384808 1.24252 4.45524 7.24684 0.164335 0.510032 4.91288 -1.761 -1.00071 -6.69822 -0.792097 0.387266 0.731542 -0.232308 0.506334 0.4014 -0.777256 1.52628 0.327433 2.14109 5.19656 18.7784 1.72665 3.84599
internal_weight=0 238408 29494 10982 127 72 18512 3789 1154 743 14723 11354 308 264 3369 119 3250 11046 8003 10855 3562 3529 1706 3242 1099 2143 236 97 1907 1104
internal_count=678013 238408 29494 10982 127 72 18512 3789 1154 743 14723 11354 308 264 3369 119 3250 11046 8003 10855 3562 3529 1706 3242 1099 2143 236 97 1907 1104
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1508210 2 16 2 2 352 1376274 2 563205 1048576 65536 2 18
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=5
split_feature=13 5 12 11 12 12 2 11 3 14 3 11 14 11 11 12 12 14 0 14 12 12 12 11 7 12 10 12 6 11
split_gain=10175.2 419318 1.60586e+07 3.22641e+06 87854.3 609617 1.84885e+06 509526 2.769e+06 1.17785e+07 755549 6.12232e+06 1.71783e+07 3.45622e+07 2.29287e+06 3.01652e+06 1.81215e+06 4.81794e+06 471042 604156 690263 524533 430667 396933 347536 398235 306964 301552 218662 636074
threshold=0 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1 1.0000000180025095e-35 1.5000000000000002 2 2.5000000000000004 2.5000000000000004 11.500000000000002 10.500000000000002 3 1.0000000180025095e-35 4 12.500000000000002 10.500000000000002 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 26 10 18 -10 23 16 14 -14 15 -13 -12 -18 19 20 21 -9 -22 27 25 -23 28 -6 29 -7
right_child=-2 2 3 -5 7 6 -8 8 9 -11 11 12 13 -15 -16 -17 17 -19 -20 -21 22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.065756349031095881 -0.0022510888991469778 72.043210283915201 -47.611153667449955 -2.6240585576404225 3.6082373275401745 -9.6856506269486218 -31.191151792352851 -4.1208015614464166 7.2236068522676504 -81.43245776783337 -0.43839945552325005 -34.629868258986363 105.30928521728515 -18.554588536518377 8.4133611076407959 2.2114111858865488 -2.9518407161419211 -55.018621056168172 2.7250162102571176 1.8460087908002045 1.5994757500687087 -26.273676812648773 -11.028957715816796 -0.14453653624535417 -3.3917035984992978 -10.094343254483981 6.940603313947979 0.63213685149190324 0.39251475700965299 -1.6922414041931662
leaf_weight=15109 655117 27 25 44 564 122 22 105 47 22 99 43 50 41 72 46 52 27 335 260 173 32 32 3826 20 29 38 859 234 541
leaf_count=15109 655117 27 25 44 564 122 22 105 47 22 99 43 50 41 72 46 52 27 335 260 173 32 32 3826 20 29 38 859 234 541
internal_value=0 0.0655535 6.66072 -18.9237 0.0378131 -0.0892726 -2.53685 0.341015 -1.67715 -21.0435 0.715933 4.74588 14.7743 49.5025 -4.85464 -15.5883 -9.45169 -20.7468 -0.321893 -1.88981 -4.37399 -8.78501 -0.371792 0.385798 -14.8312 -18.5819 -1.86263 1.8117 -2.23557 -3.16313
internal_weight=0 22896 96 69 22800 16066 957 6734 1055 69 5679 430 252 91 161 89 178 79 986 651 391 186 205 5249 81 61 935 1423 897 663
internal_count=678013 22896 96 69 22800 16066 957 6734 1055 69 5679 430 252 91 161 89 178 79 986 651 391 186 205 5249 81 61 935 1423 897 663
cat_boundaries=0 1 2 3 4 5
cat_threshold=2359840 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=4
split_feature=13 5 12 12 12 14 11 11 0 6 3 14 0 12 10 6 11 11 0 6 12 2 14 3 12 1 12 12 3 12
split_gain=11626.8 1.1846e+06 4.62113e+06 184250 2.02251e+06 8.09882e+06 7.62175e+06 2.05276e+07 2.7343e+07 1.04219e+08 7.56678e+06 3.95765e+07 1.38143e+06 1.34268e+06 1.32362e+06 625523 2.84611e+06 1.16714e+06 613910 548546 439345 567002 449411 941997 2.68815e+06 361931 1.70289e+06 338431 303239 377169
threshold=0 1.0000000180025095e-35 11.500000000000002 10.500000000000002 11.500000000000002 1 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 3 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 17.500000000000004 8.5000000000000018 1.0000000180025095e-35 9.5000000000000018
decision_type=9 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 3 -3 20 5 12 18 8 9 -8 25 13 14 -12 15 16 -5 -17 19 -7 -1 22 28 -24 -25 -6 -27 -23 -22 -30
right_child=-2 2 -4 4 10 6 7 -9 -10 -11 11 -13 -14 -15 -16 17 -18 -19 -20 -21 21 27 23 24 -26 26 -28 -29 29 -31
leaf_value=0.24331963698606601 -0.0018026584929087793 47.949511337280278 -9.3621629546670349 -38.159391685142076 0.33074440348037282 -18.044131644112724 283.3614337376186 -0.55091329160726299 -4.2601722390311103 -1.6113254547119142 29.193267009569254 -136.39429687500001 3.4758492381302357 0.08924482195985084 13.080187108516695 0.72709540128707895 -1.0998224595189094 -23.873417663574219 6.1227017266409742 -0.46286057366265193 -0.24046289809679583 -18.117414529861943 -1.4678308810346472 -2.4028361917852048 -37.835220023563934 17.339807368191806 -12.607130817503766 -3.0883818092017341 0.30592848928351152 10.061340337641099
leaf_weight=6838 664920 24 34 43 2576 35 21 106 35 33 23 25 97 51 20 54 40 30 42 36 1121 31 1383 91 28 55 29 29 95 68
leaf_count=6838 664920 24 34 43 2576 35 21 106 35 33 23 25 97 51 20 54 40 30 42 36 1121 31 1383 91 28 55 29 29 95 68
internal_value=0 0.0933196 14.353 0.0299418 0.66907 5.97269 17.2041 29.179 64.5878 109.211 -0.468931 -27.6148 -6.20783 9.13509 -11.2309 -14.1424 -20.2994 -8.0588 -3.46066 -9.12968 -0.191219 -1.23527 -1.02813 -2.20243 -10.7399 0.541384 7.00098 -10.8534 0.345542 4.37567
internal_weight=0 13093 58 13035 3351 592 308 195 89 54 2759 99 284 74 187 167 83 84 113 71 9684 2846 2786 1502 119 2660 84 60 1284 163
internal_count=678013 13093 58 13035 3351 592 308 195 89 54 2759 99 284 74 187 167 83 84 113 71 9684 2846 2786 1502 119 2660 84 60 1284 163
cat_boundaries=0 1 2 3 4
cat_threshold=544 2 2 2
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=9
split_feature=5 13 12 12 11 11 13 14 12 12 13 11 11 11 12 14 14 12 12 13 14 11 12 12 12 13 12 12 12 12
split_gain=12216.7 592773 1.46915e+07 1.33255e+06 2.76698e+06 312630 968143 1.35395e+06 440577 538708 228916 877112 213119 185666 147356 146333 105499 96197.7 291209 110617 304512 606474 646120 158570 134365 116493 133723 219259 124199 217326
threshold=1.0000000180025095e-35 0 8.5000000000000018 12.500000000000002 2.5000000000000004 2.5000000000000004 1 2 8.5000000000000018 7.5000000000000009 3 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 6.5000000000000009 4 5 17.500000000000004 16.500000000000004 6 7 3.5000000000000004 2.5000000000000004 3.5000000000000004 9.5000000000000018 8 7.5000000000000009 11.500000000000002 4.5000000000000009 2.5000000000000004
decision_type=2 9 2 2 2 2 9 1 2 2 9 2 2 2 2 1 1 2 2 9 1 2 2 2 2 9 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -3 9 10 -8 15 -11 -9 16 -12 -13 18 19 20 25 22 -22 -23 -24 26 -7 -28 29 -27
right_child=1 5 3 -5 -6 17 8 13 -10 12 11 14 -14 -15 -16 -17 -18 -19 -20 -21 21 23 24 -25 -26 28 27 -29 -30 -31
leaf_value=0.001072216603747373 60.835491603129618 -0.40922155727039683 -44.98085471561977 -0.93698491454124455 -0.52393512044634138 -3.4155754235657785 1.3573117754808288 -29.056792053809534 0.20483888337975564 -16.147565106341712 -8.7568653407849766 -2.0308921794806207 -5.6898548126220705 -16.722528689840566 -6.5875042142094804 -17.718889825003487 2.1951489802360533 -2.5033645000308753 9.2913957449106075 -0.18042295530663227 25.067068153381349 -6.6019878670021344 -0.033702279627323153 2.4950042710159765 10.441569236755372 -1.2753329909577662 11.493134913725012 0.9508944379522446 -1.2643220304060674 9.041897495814732
leaf_weight=673966 37 55 28 56 28 22 154 26 1463 38 38 112 40 23 37 35 125 96 39 918 25 27 24 66 25 49 34 47 345 35
leaf_count=673966 37 55 28 56 28 22 154 26 1463 38 38 112 40 23 37 35 125 96 39 918 25 27 24 66 25 49 34 47 345 35
internal_value=0 -0.173193 5.81326 -11.8447 -22.7524 -0.41587 -1.22612 -10.1983 -0.715716 -3.05411 -1.85055 -3.22052 -10.7846 -23.2672 -0.718263 -13.0537 0.198032 0.57422 0.75263 0.546686 1.48297 5.22948 11.9852 -0.146058 5.31082 0.334774 3.18864 5.37603 -0.415071 3.02351
internal_weight=0 4047 149 112 56 3898 2146 104 2042 579 501 347 78 49 274 73 237 1752 1656 1617 699 167 74 93 49 532 103 81 429 84
internal_count=678013 4047 149 112 56 3898 2146 104 2042 579 501 347 78 49 274 73 237 1752 1656 1617 699 167 74 93 49 532 103 81 429 84
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=160 2425089 2 16 2 2 2321 2 2304
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=9
split_feature=11 8 13 12 12 13 12 12 12 12 12 14 13 12 14 13 12 14 12 12 14 12 12 12 11 12 12 13 12 12
split_gain=10237.6 109051 822027 3.14668e+06 1.92289e+06 618114 9.43686e+06 5.46275e+07 3.99775e+06 483597 361399 7.98594e+06 888510 838177 3.03366e+07 693633 1.58981e+06 6.25726e+06 1.26742e+06 2.15836e+06 2.47719e+06 3.44429e+06 838525 673817 449728 436594 286640 677654 717760 259590
threshold=3.5000000000000004 1.0000000180025095e-35 0 2.5000000000000004 1.5000000000000002 1 2.5000000000000004 1.5000000000000002 4.5000000000000009 14.500000000000002 14.500000000000002 2 3 13.500000000000002 4 5 12.500000000000002 6 3.5000000000000004 1.5000000000000002 7 2.5000000000000004 10.500000000000002 17.500000000000004 4.5000000000000009 6.5000000000000009 12.500000000000002 8 11.500000000000002 8.5000000000000018
decision_type=2 2 9 2 2 9 2 2 2 2 2 1 9 2 1 9 2 1 2 2 1 2 2 2 2 2 2 9 2 2
left_child=-1 -2 3 4 -3 6 7 -4 -8 -5 13 12 23 15 -15 16 18 -18 19 -7 21 -21 25 -12 26 -17 27 -24 -29 -27
right_child=1 2 5 9 -6 10 8 -9 -10 -11 11 -13 -14 14 -16 22 17 -19 -20 20 -22 -23 24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.0066622864977835721 0.038919512723985125 -6.9496558642387392 -32.70145490737189 -1.8350814725380553 -37.956835517883306 1.50503732565395 -26.85944303972968 151.73581950847921 1.8437296886636756 11.287981167634328 -0.40459560625480884 -46.22804561517178 5.7781110399587146 -12.23134036886281 98.24210978190105 1.0998328895277127 0.78454842818410775 -64.226155891418458 0.48688818624268859 -46.201065134447674 -2.5492306073506672 -7.6024305343627931 -1.6944799251384564 -14.693993611769244 -4.6540866898327335 -3.2532284774179541 11.355693253703501 18.138579803182367 2.5921804306007203 0.0076318740337452994
leaf_weight=522892 149453 40 42 439 40 179 58 26 297 30 132 39 197 145 30 1324 57 20 1014 43 96 50 101 44 41 508 87 57 62 470
leaf_count=522892 149453 40 42 439 40 179 58 26 297 30 132 39 197 145 30 1324 57 20 1014 43 96 50 101 44 41 508 87 57 62 470
internal_value=0 0.0225912 -0.407952 -4.0487 -22.4532 -0.009563 3.60603 37.8187 -2.8458 -0.995653 -0.342214 -3.17176 1.3301 -0.0708898 6.70697 -0.359555 -2.10224 -16.1013 -1.33747 -6.36438 -13.8174 -25.4491 0.605557 -3.76313 5.18292 -0.0837856 6.49665 4.57512 9.26058 -1.68615
internal_weight=0 155121 5668 549 80 5119 423 68 355 469 4696 412 373 4284 175 4109 1459 77 1382 368 189 93 2650 176 348 2302 307 220 119 978
internal_count=678013 155121 5668 549 80 5119 423 68 355 469 4696 412 373 4284 175 4109 1459 77 1382 368 189 93 2650 176 348 2302 307 220 119 978
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=4544 278560 2 1050640 2 139792 2 2 1048584
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=4
split_feature=13 5 12 12 12 14 11 11 0 6 3 14 0 12 10 6 11 11 0 6 14 12 1 12 8 12 12 12 2 12
split_gain=10487.3 1.03233e+06 3.69979e+06 149337 1.63535e+06 6.56082e+06 6.17265e+06 1.66298e+07 2.21478e+07 8.44173e+07 6.13115e+06 3.20577e+07 1.11943e+06 1.08751e+06 1.07238e+06 507244 2.30332e+06 945593 497267 444322 363146 1.02989e+06 6.00806e+06 1.38361e+07 1.52969e+06 3.12505e+07 2.4255e+06 1.09409e+06 3.63745e+06 1.77257e+07
threshold=0 1.0000000180025095e-35 11.500000000000002 10.500000000000002 11.500000000000002 1 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 5.5000000000000009
decision_type=9 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 20 5 12 18 8 9 -8 -6 13 14 -12 15 16 -5 -17 19 -7 21 -1 24 -24 27 -26 -27 -23 -29 -30
right_child=-2 2 -4 4 10 6 7 -9 -10 -11 11 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 22 23 -25 25 26 -28 28 29 -31
leaf_value=-2.3137308238048617 -0.0017122999772455462 43.461665217081709 -7.8194747532115265 -34.34289271665174 0.49099859019867459 -16.239158777509417 255.0258601597377 -0.49949526831788837 -3.8335960061209544 -1.4496338844299317 26.273310097404149 -122.75649743652343 3.1279305054969395 0.080432536555271536 11.771588016152382 0.65494479117570104 -1.00394407838583 -21.487948099772137 5.5109902427310038 -0.4160156117545234 -0.74386416945252964 -4.1034210688854698 92.707921766198197 -12.839009366212068 124.47246206374396 -36.048881253329192 -0.33125091995511741 0.59337407951299082 91.023663337334355 -33.128138703885291
leaf_weight=1020 664920 24 34 43 2660 35 21 106 35 33 23 25 97 51 20 54 40 30 42 36 5153 481 23 27 21 22 140 2751 23 23
leaf_count=1020 664920 24 34 43 2660 35 21 106 35 33 23 25 97 51 20 54 40 30 42 36 5153 481 23 27 21 22 140 2751 23 23
internal_value=0 0.0886286 13.4003 0.0294655 0.604863 5.37393 15.4828 26.2594 58.1295 98.2908 -0.418437 -24.8538 -5.5892 8.22146 -10.1109 -12.7316 -18.2759 -7.25323 -3.11403 -8.21616 -0.169642 0.483407 1.29602 35.7126 0.798814 9.69656 -5.18179 0.302082 1.0597 28.9478
internal_weight=0 13093 58 13035 3351 592 308 195 89 54 2759 99 284 74 187 167 83 84 113 71 9684 4531 3511 50 3461 183 162 3278 2797 46
internal_count=678013 13093 58 13035 3351 592 308 195 89 54 2759 99 284 74 187 167 83 84 113 71 9684 4531 3511 50 3461 183 162 3278 2797 46
cat_boundaries=0 1 2 3 4
cat_threshold=544 2 2 2
is_linear=0
shrinkage=0.1


Tree=810
num_leaves=31
num_cat=8
split_feature=1 13 12 14 12 12 11 12 11 12 12 12 14 12 14 11 12 11 13 12 12 14 11 14 12 12 13 12 12 12
split_gain=13156.2 214285 765577 1.6398e+07 6.06723e+07 8.22247e+06 1.39444e+06 1.18164e+06 409273 4.78191e+06 489575 696042 527448 331472 655904 321972 830993 576821 591918 2.08712e+06 7.59109e+06 690392 966329 329401 2.87233e+06 5.78783e+06 1.31877e+06 1.44227e+06 1.16778e+06 2.47453e+06
threshold=1.0000000180025095e-35 0 17.500000000000004 1 18.500000000000004 18.500000000000004 3.5000000000000004 21.500000000000004 3.5000000000000004 16.500000000000004 6.5000000000000009 8.5000000000000018 2 14.500000000000002 3 2.5000000000000004 16.500000000000004 1.5000000000000002 4 5.5000000000000009 8.5000000000000018 5 1.0000000180025095e-35 6 3.5000000000000004 1.5000000000000002 7 12.500000000000002 13.500000000000002 15.500000000000002
decision_type=2 9 2 1 2 2 2 2 2 2 2 2 1 2 1 2 2 2 9 2 2 1 2 1 2 2 9 2 2 2
left_child=-1 2 8 4 -4 -5 -7 -8 15 10 -10 12 -12 -13 -15 16 17 18 19 21 -21 -2 -23 24 25 -17 27 -25 -28 -30
right_child=1 -3 3 5 -6 6 7 -9 9 -11 11 13 -14 14 -16 23 -18 -19 -20 20 -22 22 -24 26 -26 -27 28 -29 29 -31
leaf_value=0.002311315434949029 -19.431025428999039 -0.2474689594519898 183.7985390403054 -47.414180026054389 -28.128905203683036 -2.3344312500556312 35.84194332122803 3.5109087430513828 -2.3828579404801702 -46.60725190535836 2.0450620269775395 -1.5286020460381973 20.114801068987166 17.555941314697264 -1.8038766316005164 -5.3403368852576429 14.994841984340125 -2.6476679777170156 -0.86709080194172106 71.998015251159671 0.85923219998677569 19.168411522819884 -6.5507477641105654 16.768002446492513 -3.4885006787071768 43.516452964146936 -3.667343274792235 -7.7461843371391303 26.653213926803232 -4.3647868871688846
leaf_weight=660306 21 14538 22 40 35 150 20 26 522 23 30 226 35 30 42 49 35 616 275 20 60 21 48 96 142 48 398 32 43 64
leaf_count=660306 21 14538 22 40 35 150 20 26 522 23 30 226 35 30 42 49 35 616 275 20 60 21 48 96 142 48 398 32 43 64
internal_value=0 -0.0850339 0.65885 5.53054 53.6677 -6.0958 2.33652 17.5679 0.164825 -1.59141 -0.421503 2.39896 11.7749 0.353864 6.26271 0.975119 -0.165786 -0.665901 2.0774 6.50869 18.6439 -3.55501 1.27682 2.4091 5.57216 18.8362 1.21483 9.86848 -1.15119 8.10039
internal_weight=0 17707 3169 293 57 236 196 46 2876 908 885 363 65 298 72 1968 1096 1061 445 170 80 90 69 872 239 97 633 128 505 107
internal_count=678013 17707 3169 293 57 236 196 46 2876 908 885 363 65 298 72 1968 1096 1061 445 170 80 90 69 872 239 97 633 128 505 107
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1319426 2 2 2 1048576 2 2 270336
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=10
split_feature=5 12 13 14 11 12 12 13 11 13 11 14 11 12 12 14 12 11 12 11 13 11 12 14 12 12 11 14 13 11
split_gain=12518.1 288923 2.0663e+06 2.1919e+07 1.18371e+06 2.75864e+06 1.01541e+06 803836 859025 1.0116e+06 727720 487010 890894 363704 115324 191823 145630 108139 97113.4 85263.2 124092 1.6424e+06 111223 196431 272844 110453 90956.2 100913 80646 673459
threshold=1.0000000180025095e-35 7.5000000000000009 0 1 2.5000000000000004 13.500000000000002 8.5000000000000018 2 1.0000000180025095e-35 3 1.5000000000000002 4 2.5000000000000004 4.5000000000000009 3.5000000000000004 5 1.5000000000000002 2.5000000000000004 12.500000000000002 1.5000000000000002 6 3.5000000000000004 2.5000000000000004 7 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 8 9 1.0000000180025095e-35
decision_type=2 2 9 1 2 2 2 9 2 9 2 1 2 2 2 1 2 2 2 2 9 2 2 1 2 2 2 1 9 2
left_child=-1 7 3 4 5 -3 10 19 13 14 -4 17 -13 -9 15 -10 -17 -11 -6 26 21 -21 23 25 -25 -22 -2 -28 29 -8
right_child=1 2 6 -5 18 -7 28 8 9 11 -12 12 -14 -15 -16 16 -18 -19 -20 20 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0010784097553738817 0.49100810686747237 -45.378902940750123 -19.810097556114201 99.709648839632678 6.9079293974945628 4.9078198040525116 -14.545030954480172 -8.138913243611654 -1.6551486794628314 -9.8205151054594264 -4.0782687941113034 -4.4579793453216556 -30.937527524541924 -23.710338500340782 -1.7367601448431949 2.2719672838846843 10.962901543801831 -2.2658315217494969 -0.30243404139863683 29.761580076671784 4.3782027931213383 -0.51573022261994783 1.8590162113860804 -12.0702339368708 1.8557538847128552 -1.5989849155331837 -0.93713741832309305 -9.1129438583667461 0.46530720307243811 0.03977286677321662
leaf_weight=673966 102 20 40 24 31 24 34 30 67 36 111 24 27 30 133 51 31 40 47 21 50 122 216 34 24 81 36 26 2075 460
leaf_count=673966 102 20 40 24 31 24 34 30 67 36 111 24 27 30 133 51 31 40 47 21 50 122 216 34 24 81 36 26 2075 460
internal_value=0 -0.175323 0.367066 11.5588 -4.83491 -17.9498 -0.275151 -1.49157 -4.6516 -3.11159 -8.24564 -10.1203 -18.4766 -15.9246 0.38985 2.31426 5.55756 -5.84437 2.56322 0.646224 1.25395 3.67369 0.301422 -1.46274 -6.30776 0.682384 -1.34507 -4.3657 0.192265 -0.944912
internal_weight=0 4047 2866 146 122 44 2720 1181 469 409 151 127 51 60 282 149 82 76 78 712 548 143 405 189 58 131 164 62 2569 494
internal_count=678013 4047 2866 146 122 44 2720 1181 469 409 151 127 51 60 282 149 82 76 78 712 548 143 405 189 58 131 164 62 2569 494
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=33056 2 1073233 692224 2 2 1 2 2 528389
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=8
split_feature=1 13 11 13 12 14 12 11 12 14 11 12 12 12 12 12 11 12 12 12 12 14 12 12 12 12 14 14 13 11
split_gain=10703.1 179635 410581 782247 793888 4.93572e+06 3.87311e+06 4.85183e+07 800001 1.2196e+07 1.24123e+06 787075 739129 600563 2.43456e+06 2.02726e+06 7.06106e+06 563082 637379 387414 2.81213e+06 1.20779e+06 526238 388482 365632 291663 821741 282333 757218 2.03794e+07
threshold=1.0000000180025095e-35 0 2.5000000000000004 1 18.500000000000004 2 17.500000000000004 3.5000000000000004 16.500000000000004 3 3.5000000000000004 17.500000000000004 19.500000000000004 6.5000000000000009 7.5000000000000009 5.5000000000000009 1.5000000000000002 1.5000000000000002 3.5000000000000004 17.500000000000004 18.500000000000004 4 16.500000000000004 20.500000000000004 20.500000000000004 12.500000000000002 5 6 7 1.0000000180025095e-35
decision_type=2 9 2 9 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 1 9 2
left_child=-1 2 13 11 6 12 8 -8 -5 -10 -11 17 -6 15 -15 -2 -17 -4 -19 22 -21 -22 -16 -23 -7 26 -20 28 29 -3
right_child=1 27 3 4 5 24 7 -9 9 10 -12 -13 -14 14 19 16 -18 18 25 20 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020811281707500333 -0.90867660820873741 74.257050859928128 17.079041027253677 0.75671766016468589 -43.874574250441334 11.117336102326711 -59.737016537314972 95.347850072106667 -72.815217490818199 -6.2921519559972428 17.93009937831334 22.445130819082262 -20.030056175818814 -21.998245090734766 -0.88326630537537332 59.205376911163334 -1.9430618092633676 -10.315180015563966 -3.4684882395976295 -33.786976044753509 20.300134651184081 -11.082370219023332 9.9553969247000555 0.50459932532065954 0.42808256745338441 -0.93253712373621322 15.307220628526478 -0.008420493499275386 -1.4051037995268696 -21.062572300434113
leaf_weight=660306 612 32 31 2753 26 48 38 43 23 34 56 28 26 61 522 26 69 32 37 29 25 46 49 78 96 51 63 9703 2995 75
leaf_count=660306 612 32 31 2753 26 48 38 43 23 34 56 28 26 61 522 26 69 32 37 29 25 46 49 78 96 51 63 9703 2995 75
internal_value=0 -0.0767012 0.437573 1.05114 0.615859 -5.54486 1.02769 22.592 0.41823 -7.8283 8.77947 6.41385 -31.9523 -0.928632 -2.78752 1.20107 14.7923 4.61601 2.50479 -1.22296 -5.29634 0.248813 0.0468467 -3.79379 3.99117 5.2216 8.36021 -0.273703 -1.10439 6.80797
internal_weight=0 17707 4902 3385 3143 196 2947 81 2866 113 90 242 52 1517 810 707 95 214 183 749 178 149 571 124 144 151 100 12805 3102 107
internal_count=678013 17707 4902 3385 3143 196 2947 81 2866 113 90 242 52 1517 810 707 95 214 183 749 178 149 571 124 144 151 100 12805 3102 107
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1319555 270336 2 2 2 2 2 96
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=10
split_feature=5 12 12 11 13 11 13 11 13 14 11 12 14 12 11 11 13 11 12 14 12 12 11 14 12 12 11 12 14 14
split_gain=10151.2 234073 2.19666e+06 1.54048e+07 1.48251e+06 6.10669e+06 651106 695810 819389 394478 721624 294600 237927 104222 87592.4 69063.2 100516 1.33034e+06 90090.8 159109 221004 98157.9 73674.5 81739.2 79657.1 73616.5 127378 68724.9 90553.5 67054.4
threshold=1.0000000180025095e-35 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 0 1.0000000180025095e-35 1 1.0000000180025095e-35 2 3 2.5000000000000004 4.5000000000000009 4 6.5000000000000009 2.5000000000000004 1.5000000000000002 5 3.5000000000000004 2.5000000000000004 6 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 7 5.5000000000000009 1.5000000000000002 4.5000000000000009 3.5000000000000004 8 9
decision_type=2 2 2 2 9 2 9 2 9 1 2 2 1 2 2 2 9 2 2 1 2 2 2 1 2 2 2 2 1 1
left_child=-1 6 3 -3 5 -4 15 11 13 14 -11 -8 -7 29 -10 22 17 -17 19 21 -21 -18 24 -24 -2 -19 -27 28 -20 -9
right_child=1 2 4 -5 -6 12 7 8 9 10 -12 -13 -14 -15 -16 16 18 25 27 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00096737261302471192 2.245574887593587 75.002488791558051 -60.5875355118797 -3.5645620325580243 0.19400639080091808 1.1518890662491321 -7.3252301403755942 -0.57725991306184721 -8.8386717849307583 -4.0123894055684408 -27.843981551682511 -21.339512882232668 -10.200508716205757 -4.5083482968179807 -2.039456769824028 26.785215286981494 2.4614945729573567 -4.3372391707556588 7.8370427485874714 -10.863418800690596 1.6699700226386387 -3.4416730192376352 -0.84363178677029083 -8.201857471924562 -3.8876024182637532 5.6479878697130417 -2.121112998122094 0.55390889090876427 0.045976968911977917 2.7392407474517824
leaf_weight=673966 72 31 21 128 2582 80 30 119 36 24 27 30 24 38 40 21 90 35 35 34 24 41 36 26 30 36 51 155 26 125
leaf_count=673966 72 31 21 128 2582 80 30 119 36 24 27 30 24 38 40 21 90 35 35 34 24 41 36 26 30 36 51 155 26 125
internal_value=0 -0.157884 0.330313 11.7535 -0.340648 -10.5556 -1.34262 -4.18665 -2.80064 -9.10843 -16.6291 -14.3324 -1.4679 0.350664 -5.26014 0.581396 1.12835 3.30612 0.271076 -1.31667 -5.67719 0.613938 -1.21077 -3.92934 0.441699 -0.464365 1.09369 1.67291 4.51626 1.12177
internal_weight=0 4047 2866 159 2707 125 1181 469 409 127 51 60 104 282 76 712 548 143 405 189 58 131 164 62 102 122 87 216 61 244
internal_count=678013 4047 2866 159 2707 125 1181 469 409 127 51 60 104 282 76 712 548 143 405 189 58 131 164 62 102 122 87 216 61 244
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=32804 1073233 692224 2 2 1 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=814
num_leaves=31
num_cat=7
split_feature=12 13 8 1 9 2 11 8 13 14 11 12 13 12 12 11 11 11 11 14 13 12 12 11 13 12 11 11 11 11
split_gain=9933.1 66826.5 1.65152e+06 1.61979e+06 132090 125448 547499 113314 603392 262789 348291 322246 426570 288412 274008 623267 600726 207719 427335 199621 869782 2.76018e+06 681019 405551 312878 749196 274930 262779 177832 247114
threshold=1.5000000000000002 0 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1 2 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 2.5000000000000004 3.5000000000000004 4 5 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004
decision_type=2 9 2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 1 9 2 2 2 9 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -3 19 11 13 12 17 -11 15 16 -12 -10 -19 24 21 26 -22 -24 27 -26 -21 -9 -29 -30
right_child=-2 7 -4 -5 -6 6 -8 8 9 10 14 -13 -14 -15 -16 -17 -18 18 -20 20 22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.11474158474720819 -0.0058502271997914849 0.021857076527797684 -20.618963470458986 -19.678757985432945 5.8745896094884635 5.6645590782165529 -12.243294625533254 -3.4652898481706296 2.6048346154830035 -0.40973451232910157 -2.3288816325366497 -1.3226883700376826 -0.17016334293773339 -13.975669118336269 0.12763310322513829 3.6256790951984685 -13.212201370511735 20.032318552802593 3.9317382335662843 20.025790543989704 -1.7342463169730018 -0.99928119488251521 10.307981570931368 2.7196593934282238 -16.244595660103695 1.6419972277399322 34.642750992313509 9.6710082559024588 -1.4400673085310327 4.0513227634099662
leaf_weight=3011 548990 122904 40 42 39 31 38 82 34 25 128 316 149 42 462 82 84 34 32 22 347 78 86 389 36 67 31 34 127 231
leaf_count=3011 548990 122904 40 42 39 31 38 82 34 25 128 316 149 42 462 82 84 34 32 22 347 78 86 389 36 67 31 34 127 231
internal_value=0 0.0249849 -0.425511 -0.171324 0.0913601 0.0181309 -4.19774 0.0364767 0.652371 -0.857237 -2.00349 0.797263 3.48764 -8.91375 -1.39107 -3.77761 -6.64114 8.14072 12.226 2.01431 2.91626 10.1883 1.61376 4.09355 0.559508 -4.2017 28.5753 1.64799 2.75965 2.10326
internal_weight=0 129023 3201 3161 3119 3080 69 125822 2918 1388 823 565 249 67 756 294 212 100 66 1530 953 131 822 475 577 103 53 474 392 358
internal_count=678013 129023 3201 3161 3119 3080 69 125822 2918 1388 823 565 249 67 756 294 212 100 66 1530 953 131 822 475 577 103 53 474 392 358
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2097184 147860 2 1572864 2 384 131344
is_linear=0
shrinkage=0.1


Tree=815
num_leaves=31
num_cat=4
split_feature=13 5 12 11 12 1 1 12 12 14 3 11 6 2 11 0 3 13 3 3 12 12 12 6 11 14 11 12 9 6
split_gain=12096.1 1.00086e+06 3.43381e+06 137164 322161 3.44512e+06 1.0804e+06 1.35384e+06 242159 720388 713026 1.68008e+06 235402 219344 203276 489243 445068 197094 806540 269358 5.47486e+06 636490 438215 1.26451e+06 976358 884962 780352 216131 229770 192671
threshold=0 1.0000000180025095e-35 11.500000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2
left_child=1 3 -3 4 5 8 13 -8 -1 10 11 -10 14 17 15 -11 -16 18 -6 21 -21 22 29 24 25 -24 -25 28 -23 -19
right_child=-2 2 -4 -5 6 -7 7 -9 9 12 -12 -13 -14 -15 16 -17 -18 19 -20 20 -22 27 23 26 -26 -27 -28 -29 -30 -31
leaf_value=1.2978604151330204 -0.0018593942634735211 42.163064575195314 -7.2403843711404239 0.25306580817361779 -2.176223358370009 36.35182291666667 -31.085762904240536 -3.6965394424179858 -33.220805306270208 -6.3458926179673938 -0.43293822580768221 -0.45684039172004254 -3.6631196225275762 -5.9773167365789419 1.6148775418599446 11.582724612692129 17.306316464287896 -0.27325535402971912 14.795812329791842 1.2166261933550073 -41.940941984003246 1.9196341939363486 -4.9403873733852226 20.732135059522548 -3.4679392371379154 -29.557593498229984 -5.3171869858451508 -0.17497809975390222 9.4707506867342222 -3.3693959915926714
leaf_weight=619 664920 24 34 9027 84 27 26 59 29 45 62 34 61 75 51 23 28 660 42 269 33 641 23 23 71 40 23 628 43 289
leaf_count=619 664920 24 34 9027 84 27 26 59 29 45 62 34 61 75 51 23 28 660 42 269 33 641 23 23 71 40 23 628 43 289
internal_value=0 0.0951636 13.2024 0.0369151 -0.449909 1.12709 -0.959609 -12.0744 0.128068 -2.04641 -8.04622 -15.5387 1.55924 -0.638699 3.72635 -0.281801 7.1764 -0.49914 3.22516 -0.679496 -3.49927 -0.333419 -2.07415 -6.59785 -11.5086 -20.5704 7.70747 1.16451 2.39434 -1.21613
internal_weight=0 13093 58 13035 4008 979 3029 85 952 333 125 63 208 2944 147 68 79 2869 126 2743 302 2441 1129 180 134 63 46 1312 684 949
internal_count=678013 13093 58 13035 4008 979 3029 85 952 333 125 63 208 2944 147 68 79 2869 126 2743 302 2441 1129 180 134 63 46 1312 684 949
cat_boundaries=0 1 2 3 4
cat_threshold=544 2 512 2
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=4
split_feature=13 5 12 3 12 14 12 14 11 12 14 12 1 11 0 6 11 11 12 11 12 6 0 8 12 11 0 11 11 2
split_gain=11128.2 1.53683e+06 1.66087e+06 179219 6.49958e+06 2.8923e+07 1.25125e+07 5.04332e+07 3.2784e+06 268080 205611 1.79249e+06 6.07069e+06 1.33298e+07 2.29011e+06 3.09837e+06 3.8437e+06 1.97516e+06 1.51209e+06 8.52693e+06 1.03767e+07 1.41594e+07 5.4365e+07 7.35561e+06 4.03618e+06 1.92426e+06 746336 3.03817e+06 1.14008e+06 683219
threshold=0 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 11.500000000000002 1 9.5000000000000018 2 2.5000000000000004 15.500000000000002 3 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 4.5000000000000009 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35
decision_type=9 2 2 2 2 1 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 6 9 -5 8 -8 -6 11 14 18 -14 15 16 17 -1 19 23 21 22 -21 24 -13 -26 28 -28 -27 -20
right_child=-2 2 -4 4 5 -7 7 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 29 20 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-35.586496619994826 -0.001623733531091641 35.823491485595703 0.053563898581045648 0.22519797167378669 16.127068635395595 -119.17351811726888 -35.237736674149829 137.33099078554096 11.362548241248497 2.7217601294700917 -0.62430408507037483 -5.0757142000012898 82.978891556351286 -21.882675777782097 3.4043936031620676 0.26290098488330843 -57.573328481401717 -0.82185923402959649 -0.26194656050920645 187.65550439453125 -12.685270936965942 -2.3165691955145014 0.55731022532393293 -47.773997073620563 0.080352072648599115 0.43617320205226096 46.478587052628804 0.19608038197393005 27.870584760393417 -10.119724181294442
leaf_weight=26 667120 25 27 1803 35 24 36 33 26 26 4731 331 27 22 123 80 28 44 2991 25 50 43 41 32 71 33 37 23 28 72
leaf_count=26 667120 25 27 1803 35 24 36 33 26 26 4731 331 27 22 123 80 28 44 2991 25 50 43 41 32 71 33 37 23 28 72
internal_value=0 0.100226 17.2506 0.0180547 0.877393 -26.1759 2.08895 37.461 -15.6957 10.4133 -0.174322 0.341517 0.926067 35.8982 -7.08868 -14.3395 -26.2598 -13.7344 0.472365 4.61656 25.0337 42.336 71.4278 -1.23268 1.61497 13.1494 20.8181 28.737 13.029 -0.493667
internal_weight=0 10893 52 10841 1983 85 1898 95 62 61 8858 4127 3826 49 301 178 98 70 3777 714 159 109 66 555 523 192 121 60 61 3063
internal_count=678013 10893 52 10841 1983 85 1898 95 62 61 8858 4127 3826 49 301 178 98 70 3777 714 159 109 66 555 523 192 121 60 61 3063
cat_boundaries=0 1 2 3 4
cat_threshold=32 2 2 2
is_linear=0
shrinkage=0.1


Tree=817
num_leaves=31
num_cat=7
split_feature=5 13 11 14 12 12 12 11 12 13 14 13 12 11 14 11 11 12 12 12 11 12 12 11 12 11 12 13 11 11
split_gain=13551.1 339983 9.44577e+06 1.05796e+06 863882 222811 222295 898822 1.18473e+06 557746 309837 203096 330078 191977 149508 345360 638530 370926 112603 105262 97040.9 90518.8 157266 233702 88417.7 81337.6 71991.2 56496.7 518680 159065
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 9.5000000000000018 11.500000000000002 8.5000000000000018 1.5000000000000002 7.5000000000000009 2 3 4 7.5000000000000009 1.0000000180025095e-35 5 2.5000000000000004 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 7.5000000000000009 6 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 1 2 2 2 2 2 9 1 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2
left_child=-1 2 -2 5 -5 20 7 8 9 24 -11 14 21 19 18 -16 17 -17 -9 -12 -4 22 23 -13 25 -3 -20 28 -8 -29
right_child=1 6 3 4 -6 -7 27 11 -10 10 13 12 -14 -15 15 16 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0011081674368582915 61.632708930969244 7.0148765022104449 -7.401443745108212 -30.923433286493477 -4.6448411546904467 4.0627130323297838 -12.751664848012084 -5.8923780651887263 -21.940786333781919 -3.0071632285450782 -10.925250205993652 -4.7849167046723542 -8.714428857394628 -7.0309931496779132 -1.0122323196713288 23.52630139864408 0.41171547157177035 7.2074195718765255 -0.031832445506409651 -20.844794049470323 0.27102003097534183 0.84278084556806032 -4.3793326484529596 7.9408115510017643 -1.9676737844944001 0.042729753035086172 5.1003660632717995 1.9337043395735387 0.047891746932721663 -0.13041530113753885
leaf_weight=673966 25 44 34 22 29 85 34 30 41 86 20 27 56 48 101 26 69 30 231 23 32 219 114 31 32 27 31 492 460 1548
leaf_count=673966 25 44 34 22 29 85 34 30 41 86 20 27 56 48 101 26 69 30 231 23 32 219 114 31 32 27 31 492 460 1548
internal_value=0 -0.182427 3.49433 -3.52803 -15.9807 0.677842 -0.408992 -1.48088 -6.0647 -3.73999 -6.91999 0.0438917 -1.50046 -11.3783 1.37891 3.33663 6.85052 14.784 -0.0890866 -16.2311 -3.68146 -0.505633 -2.22251 2.01677 2.18445 4.3635 0.575412 0.133375 -0.816521 0.36561
internal_weight=0 4047 227 202 51 151 3820 1286 321 280 177 965 447 91 518 226 125 56 292 43 66 391 172 58 103 71 262 2534 494 2040
internal_count=678013 4047 227 202 51 151 3820 1286 321 280 177 965 447 91 518 226 125 56 292 43 66 391 172 58 103 71 262 2534 494 2040
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2080 2 16 2 676097 2 528389
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=6
split_feature=5 13 12 11 12 12 11 12 13 12 12 14 11 12 14 12 12 12 12 12 12 12 13 11 12 14 12 12 12 12
split_gain=10976.4 509312 2.05857e+07 5.56496e+06 306079 173585 908494 963817 316641 703605 228647 164948 155983 130069 88019.2 198942 176709 113718 92928.4 76248.3 73051.8 67747.9 51654.1 164372 211396 105009 103687 91803.3 154455 71928.6
threshold=1.0000000180025095e-35 0 8.5000000000000018 1.0000000180025095e-35 12.500000000000002 8.5000000000000018 1.0000000180025095e-35 7.5000000000000009 1 7.5000000000000009 5.5000000000000009 2 1.5000000000000002 2.5000000000000004 3 4.5000000000000009 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 15.500000000000002 7.5000000000000009 3.5000000000000004 4 1.0000000180025095e-35 9.5000000000000018 5 14.500000000000002 16.500000000000004 18.500000000000004 15.500000000000002
decision_type=2 9 2 2 2 2 2 2 9 2 2 1 2 2 1 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 10 14 12 -3 -12 21 -14 20 16 -16 -17 -18 -6 -8 -10 23 25 -25 26 -7 -26 -29 -24
right_child=1 5 3 4 19 22 8 -9 9 -11 11 -13 13 -15 15 17 18 -19 -20 -21 -22 -23 29 24 27 -27 -28 28 -30 -31
leaf_value=0.00099731045263394265 88.976375865936291 -1.9118924425198482 -60.331188530013677 -9.8460310547440155 7.8633997570384642 11.192055892944337 -0.30934080953220672 -24.190796661376954 -0.67449159622192389 -14.997820672756289 -3.4563171430067587 -14.856258468627932 -3.0638217771306953 1.5435079637491569 -1.3477979210920115 -3.640028342916005 10.440488095964705 3.2082180650610677 4.517943892347704 -0.66786396026611339 3.9315986972384986 -7.6694187079535601 0.18737445076440101 8.0070923611521732 -0.99862319613757888 0.49716740608215332 3.195578530255486 9.2311231288909905 -0.83793186805187136 -1.2405610540135055
leaf_weight=673966 24 104 21 27 22 31 417 30 20 41 22 30 94 176 43 67 35 38 109 20 45 45 1582 32 380 40 34 25 39 454
leaf_count=673966 24 104 21 27 22 31 417 30 20 41 22 30 94 176 43 67 35 38 109 20 45 45 1582 32 380 40 34 25 39 454
internal_value=0 -0.164185 6.14736 -15.2573 -1.53921 -0.361838 -1.2996 -7.77574 -0.233621 -2.56442 -4.619 -10.0332 -1.11927 -0.0605254 0.950098 2.32174 4.27763 -1.16162 5.95745 3.80089 0.103738 -5.51713 0.108349 0.9312 0.157246 4.52848 7.00928 -0.408509 3.09529 -0.130395
internal_weight=0 4047 114 90 69 3933 1316 186 1130 376 156 52 335 270 754 292 187 105 144 42 462 65 2617 581 476 105 65 444 64 2036
internal_count=678013 4047 114 90 69 3933 1316 186 1130 376 156 52 335 270 754 292 187 105 144 42 462 65 2617 581 476 105 65 444 64 2036
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=96 1742849 2 2 475264 2
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=4
split_feature=11 13 1 12 14 12 12 12 8 12 12 3 12 12 12 12 12 6 0 7 10 12 1 13 12 12 12 12 14 12
split_gain=11246.1 219380 736586 3.65788e+06 407434 747756 2.41336e+06 1.99251e+06 824096 512964 782734 325920 484105 469663 2.58084e+06 659781 1.96642e+06 373370 304455 692473 912665 858867 222462 1.28671e+06 5.23043e+06 1.12791e+06 1.3295e+06 874304 753160 397015
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 3.5000000000000004 1 9.5000000000000018 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 16.500000000000004 17.500000000000004 1.0000000180025095e-35 7.5000000000000009 6.5000000000000009 5.5000000000000009 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 2 2.5000000000000004 18.500000000000004 5.5000000000000009 21.500000000000004 3 1.5000000000000002
decision_type=2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2
left_child=1 2 4 -4 9 6 -6 -8 -7 11 -11 13 -13 14 15 16 -1 18 19 20 21 -15 -3 24 -24 26 -26 -27 -28 -25
right_child=-2 22 3 -5 5 8 7 -9 -10 10 -12 12 -14 17 -16 -17 -18 -19 -20 -21 -22 -23 23 29 25 27 28 -29 -30 -31
leaf_value=6.6385824145692771 -0.0054704266802532474 0.033219407520847698 40.834163959209739 -6.6794831556636245 1.0770759222388824 -3.8436205136644492 27.491082676478797 3.1768082134540268 15.486953385670981 22.76345891085538 0.55738221929784415 -0.1320860179350338 14.684454502105712 -6.6037501514578869 -32.92665340900421 3.4000429810956123 -29.391645431518555 4.3405724091963336 -0.11953839196099177 7.1650392587368303 1.8080521921957695 -33.087858851432799 -38.167608091105585 3.9861293888092044 10.338011010833409 26.201121587338658 -18.080603058790341 -0.33090602380258072 -4.1039289250581161 -0.49646813517811988
leaf_weight=33 574056 99493 26 43 643 272 70 65 24 22 57 187 25 24 32 96 28 99 162 26 31 25 46 220 46 23 58 27 115 1939
leaf_count=33 574056 99493 26 43 643 272 70 65 24 22 57 187 25 24 32 96 28 99 162 26 31 25 46 220 46 23 58 27 115 1939
internal_value=0 0.0302746 1.06748 11.2242 0.708221 2.00154 3.62909 15.7842 -2.27628 -0.931709 6.74135 -1.721 1.61515 -2.99305 -7.04308 -1.76744 -9.89988 -0.907342 -2.84594 -7.0127 -11.6205 -20.1161 0.00992673 -0.926758 -6.79107 -1.67802 -4.77205 11.8738 -8.78975 -0.0395128
internal_weight=0 103957 1990 69 1921 1074 778 135 296 847 79 768 212 556 189 157 61 367 268 106 80 49 101967 2474 315 269 219 50 173 2159
internal_count=678013 103957 1990 69 1921 1074 778 135 296 847 79 768 212 556 189 157 61 367 268 106 80 49 101967 2474 315 269 219 50 173 2159
cat_boundaries=0 1 2 3 4
cat_threshold=32 2 1675264 2
is_linear=0
shrinkage=0.1


Tree=820
num_leaves=31
num_cat=8
split_feature=12 13 5 14 11 13 3 9 12 13 14 11 12 12 12 2 12 8 11 9 14 6 12 12 13 11 3 14 8 3
split_gain=10485.6 56585.8 262882 764499 123686 371104 678410 588603 1.32898e+06 3.16077e+06 1.30846e+07 1.26326e+07 665652 596919 546718 1.62799e+06 1.19002e+07 1.5657e+06 2.24123e+06 1.06536e+06 734620 569991 2.08851e+06 951799 2.84283e+06 7.96178e+06 1.09276e+07 2.01666e+07 4.1315e+06 2.6384e+06
threshold=3.5000000000000004 0 1.0000000180025095e-35 1 2.5000000000000004 2 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3 4 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 5 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 6 3.5000000000000004 1.0000000180025095e-35 7 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 1 2 9 2 2 2 9 1 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 1 2 2
left_child=1 2 4 -4 -1 14 7 -7 9 10 12 -12 -9 -11 17 19 -17 -6 -19 21 -21 23 -23 24 25 29 27 -27 -26 -16
right_child=-2 -3 3 -5 5 6 -8 8 -10 13 11 -13 -14 -15 15 16 -18 18 -20 20 -22 22 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.031658698770565 0.0091673158350074491 -0.042567311983484159 3.004732907811801 -19.498578619498474 0.33203201784581621 -1.2705217241802638 0.58529641704721391 2.2077360280354816 -5.2547165730126109 0.26522302410819315 109.10851434326172 8.5795662994384774 -14.992422262827555 -13.051599327723185 -11.268770725892324 -33.933184226602314 59.860304334086756 -1.0078056108383906 -38.824678596496582 -1.5555431673603675 -18.808445897044205 -1.4779723628021866 11.209769923086386 -0.84984388082258178 1.3267819232322315 123.93831263950892 -1.0942244689911604 3.918715361186436 -29.871692042880593 8.0949088855036386
leaf_weight=33347 439605 186538 36 26 3110 4522 7297 60 146 99 25 25 36 51 101 24 31 42 25 62 41 257 262 1116 748 28 48 28 45 232
leaf_count=33347 439605 186538 36 26 3110 4522 7297 60 146 99 25 25 36 51 101 24 31 42 25 62 41 257 262 1116 748 28 48 28 45 232
internal_value=0 -0.0168777 0.0755026 -6.43214 0.0833051 0.29097 -0.0281978 -0.930081 2.55289 6.40393 16.2496 58.844 -4.24232 -3.99609 0.92071 1.88486 18.9322 0.00619288 -15.1186 1.56896 -8.4232 1.92818 4.92702 1.26476 3.18338 9.54664 33.918 63.9285 -0.438099 2.22184
internal_weight=0 238408 51870 62 51808 18461 12261 4964 442 296 146 50 96 150 6200 3023 55 3177 67 2968 103 2865 519 2346 1230 437 104 56 793 333
internal_count=678013 238408 51870 62 51808 18461 12261 4964 442 296 146 50 96 150 6200 3023 55 3177 67 2968 103 2865 519 2346 1230 437 104 56 793 333
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2470252 2 2363424 33024 2 2 2097184 2
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=6
split_feature=12 13 7 14 13 12 11 12 11 11 12 11 11 1 11 14 12 0 14 11 12 11 8 2 1 11 4 12 0 14
split_gain=9921.53 72923.8 162583 448075 1.00432e+06 494100 487325 575332 273130 246337 267712 209975 205009 612801 1.11386e+06 1.26482e+06 1.46931e+06 505730 638215 966026 1.03148e+06 519212 381282 327098 309575 2.83195e+06 290656 224899 508465 248679
threshold=1.5000000000000002 0 1.0000000180025095e-35 1 2 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 4 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5
decision_type=2 9 2 1 9 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 1
left_child=1 2 12 6 5 -5 -4 11 -9 10 -6 -8 17 27 -15 -16 -17 22 19 20 -19 -22 23 24 26 -26 -1 28 29 -14
right_child=-2 -3 3 4 9 -7 7 8 -10 -11 -12 -13 13 14 15 16 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.13864835235749734 -0.0058561455787188819 0.063478343797130285 -3.1175357303480165 7.0494156765758547 0.99566114294356201 -0.74025404339744938 -5.89210283939655 12.35215551914313 3.8712269138645485 -6.0743455906403376 -4.7977892118787011 2.8952431168472561 -0.31173923107074292 -2.5125859514872233 -5.1131157282236464 3.911239051818848 28.173653666789718 24.651452975802954 0.47869675811225848 2.2228563472992038 -3.1902008771896364 12.627106397979114 3.5985279551810692 -4.0359175149676876 -28.356073743418644 2.4026298898331664 -4.5875542785182146 -0.77418972076554882 -2.5244000957947219 1.0205773905850279
leaf_weight=9151 548990 102196 137 133 138 210 52 78 74 390 189 57 2818 120 37 48 52 45 845 328 36 49 288 206 38 141 132 7558 691 2786
leaf_count=9151 548990 102196 137 133 138 210 52 78 74 390 189 57 2818 120 37 48 52 45 845 328 36 49 288 206 38 141 132 7558 691 2786
internal_value=0 0.024961 -0.121747 -1.14868 -2.22288 2.21563 1.71225 4.24743 8.22328 -4.31689 -2.35285 -1.29689 -0.0627751 -0.316709 4.52169 10.6831 16.5277 0.25546 2.10805 5.11418 12.4092 5.92801 0.0130003 -0.093809 -0.00798416 -4.12715 0.0714439 -0.406471 0.0350257 0.350615
internal_weight=0 129023 26827 1458 1060 343 398 261 152 717 327 109 25369 14110 257 137 100 11259 1303 458 130 85 9956 9668 9462 179 9283 13853 6295 5604
internal_count=678013 129023 26827 1458 1060 343 398 261 152 717 327 109 25369 14110 257 137 100 11259 1303 458 130 85 9956 9668 9462 179 9283 13853 6295 5604
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2228640 2 160 2 2 2
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=10
split_feature=12 11 13 1 12 12 0 12 14 13 12 1 14 1 14 12 13 13 14 12 3 10 14 2 13 8 12 4 8 8
split_gain=9744.9 53389.2 283932 665904 394216 1.13028e+06 290999 1.4126e+06 1.34471e+06 1.02286e+06 519526 516263 2.26082e+06 505548 6.72216e+06 819972 307902 258752 683481 1.03326e+06 984218 247566 224409 339577 360610 357763 264680 529639 445327 282518
threshold=3.5000000000000004 1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1 2 2.5000000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 4 1.5000000000000002 5 6 7 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 8 1.0000000180025095e-35 9 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 9 2 2 2 2 2 1 9 2 2 1 2 1 2 9 9 1 2 2 2 1 2 9 2 2 2 2 2
left_child=1 2 6 22 -5 -6 10 -8 -9 -10 13 16 -13 17 -15 -16 -12 18 -1 -20 -21 -19 23 24 -4 -26 27 29 -28 -24
right_child=-2 -3 3 4 5 -7 7 8 9 -11 11 12 -14 14 15 -17 -18 21 19 20 -22 -23 26 -25 25 -27 28 -29 -30 -31
leaf_value=-0.79959396279636952 0.0088362482364121812 -0.034052691664871758 1.349165827061918 -0.74167315049604943 -23.045668202354797 0.75675894461180038 -0.14125671724352432 -0.52645575286698165 8.2237878177942871 -1.7084579077950359 1.7960478473157391 -36.3623874317516 -0.67785717093426257 40.654718780517584 2.433608483159265 -9.3902860920080986 -1.0974004608416497 0.24110669489284664 1.1753918888870258 -2.0144170552083893 11.34849407280816 -2.5679116441428298 0.048696608006382647 10.541667537887891 -0.82446431809124288 8.9785418987274177 -1.334887423525823 12.84871674180031 5.5366398221438695 -5.988893145549147
leaf_weight=796 439605 208914 1823 55 42 38 2627 411 613 127 416 22 92 44 172 89 2747 8349 799 73 225 326 4090 33 1834 38 3405 32 97 79
leaf_count=796 439605 208914 1823 55 42 38 2627 411 613 127 416 22 92 44 172 89 2747 8349 799 73 225 326 4090 33 1834 38 3405 32 97 79
internal_value=0 -0.016272 0.109674 -0.276518 -7.25891 -11.7395 0.358774 1.13867 4.05994 6.60724 0.150797 -0.95293 -7.56435 0.483448 4.49722 -1.59829 -0.714643 0.367608 1.42355 3.04968 8.07503 0.13539 -0.194298 0.4426 0.352405 -0.622148 -0.502536 0.0326602 -1.14456 -0.065712
internal_weight=0 238408 29494 11566 135 80 17928 3778 1151 740 14150 3277 114 10873 305 261 3163 10568 1893 1097 298 8675 11431 3728 3695 1872 7703 4201 3502 4169
internal_count=678013 238408 29494 11566 135 80 17928 3778 1151 740 14150 3277 114 10873 305 261 3163 10568 1893 1097 298 8675 11431 3728 3695 1872 7703 4201 3502 4169
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1508208 2 16 2 2 352 1114112 2 2 563205
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=7
split_feature=12 1 13 14 12 13 12 12 11 12 14 13 11 12 11 12 11 11 12 12 11 13 3 14 12 11 11 12 11 11
split_gain=8838.54 56457.8 276854 1.47772e+06 61471.1 62697.8 130358 113727 101629 96683.1 111603 300694 806994 316074 154932 85244.4 61667.9 48317.8 205715 46354.9 59742.2 44435.9 132999 108357 99741.7 89712.4 92700.3 275364 37242.6 28453.2
threshold=19.500000000000004 1.0000000180025095e-35 0 1 25.500000000000004 2 22.500000000000004 23.500000000000004 1.5000000000000002 22.500000000000004 3 4 3.5000000000000004 21.500000000000004 2.5000000000000004 21.500000000000004 3.5000000000000004 2.5000000000000004 28.500000000000004 20.500000000000004 1.5000000000000002 5 1.0000000180025095e-35 6 21.500000000000004 2.5000000000000004 3.5000000000000004 21.500000000000004 1.5000000000000002 2.5000000000000004
decision_type=2 2 9 1 2 9 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2
left_child=-1 21 3 -3 5 6 8 -8 -4 10 14 12 15 29 -7 19 -11 -6 -19 20 -12 25 -23 24 -24 -2 -27 -28 -5 -13
right_child=1 2 4 28 17 9 7 -9 -10 16 11 13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0014927274212765814 3.7602993724848099 22.884870883396694 3.7294589216058904 1.9209099272886914 0.73708745863585357 0.93670418792300758 9.288735726475716 0.47619049284193249 -3.1594491083113874 -1.7379785826508429 -3.3196729139848191 -6.891134189386837 20.039692922738883 4.6857399650784428 -8.6264089465141307 -2.365246032266056 -6.3216236166051916 10.633288897000828 -2.2055484294891357 5.0375562667846685 3.44974319934845 0.017798880223574034 0.58914323986553752 -8.9292414011778671 -6.5343954415156933 -1.0902609040665496 -2.1964527756286163 9.1160864473917549 -2.2994800298110301 -3.5548061024058946
leaf_weight=666326 95 35 33 30 113 36 32 27 61 142 22 61 26 43 32 51 37 26 24 45 32 10184 61 27 29 183 48 39 69 44
leaf_count=666326 95 35 33 30 113 36 32 27 61 142 22 61 26 43 32 51 37 26 24 45 32 10184 61 27 29 183 48 39 69 44
internal_value=0 0.0862304 0.796623 4.86065 0.126442 -0.267134 1.47511 5.25588 -0.741003 -0.746725 0.119505 0.892499 3.57233 -2.37521 -3.56358 0.956143 -2.68544 1.88235 4.47065 2.66716 0.691833 0.0182283 -0.0206949 -3.37307 -1.70622 1.08749 0.187333 2.87469 -1.02057 -5.49305
internal_weight=0 11687 1021 134 887 724 153 59 94 571 392 324 176 148 68 150 179 163 50 99 54 10666 10301 117 90 365 270 87 99 105
internal_count=678013 11687 1021 134 887 724 153 59 94 571 392 324 176 148 68 150 179 163 50 99 54 10666 10301 117 90 365 270 87 99 105
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=8201 2 542720 2 1048592 900 2
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=6
split_feature=13 14 8 12 11 12 11 11 11 12 11 12 11 11 13 11 13 11 12 12 12 6 12 13 12 12 11 13 11 12
split_gain=8654.58 83456 370305 1.79993e+06 1.3544e+07 1.20065e+06 2.67831e+07 1.09994e+07 2.37291e+06 992076 6.8145e+06 1.03452e+06 9.27697e+06 4.84585e+06 784714 2.32654e+06 568144 851669 1.02419e+06 370940 277841 277425 900257 840451 819788 799425 2.21933e+06 8.20511e+06 1.9228e+07 2.87872e+07
threshold=0 1 1.0000000180025095e-35 14.500000000000002 3.5000000000000004 13.500000000000002 3.5000000000000004 1.5000000000000002 2.5000000000000004 11.500000000000002 1.0000000180025095e-35 10.500000000000002 1.5000000000000002 1.0000000180025095e-35 2 3.5000000000000004 3 1.0000000180025095e-35 4.5000000000000009 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 4 5.5000000000000009 11.500000000000002 1.5000000000000002 5 1.0000000180025095e-35 12.500000000000002
decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 9 2 2 2 9 2 2
left_child=-1 21 -3 5 -5 9 7 -7 -9 11 -11 16 13 -13 15 -12 17 18 -4 20 -19 -2 23 24 -23 -25 27 28 -27 -30
right_child=1 2 3 4 -6 6 -8 8 -10 10 14 12 -14 -15 -16 -17 -18 19 -20 -21 -22 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.012019714424499438 0.024468764733711252 0.087398148230467307 18.767489162244296 4.1053027995171085 -67.139377392039577 35.894251187642418 93.937626429966528 -19.585257493881954 -62.845963859558111 -52.132615365653209 0.06692302823066712 9.1887816062340359 -3.7014365875720978 67.310353776812562 1.9766397387816987 -29.742630502912732 -0.081191072332527911 0.73719250707818362 -0.94583294779755356 -11.138383856273833 -4.0125744220908262 1.818043505251643 0.59909080730154274 -0.60564136291480419 -0.43507556929073132 7.0671693902266659 -1.2314276191892333 0.393664511485113 4.9268809599034924 -118.2052441974019
leaf_weight=317549 146382 171378 38 124 34 24 28 21 32 29 96 26 220 32 222 36 4490 149 86 63 710 2534 8747 17018 4452 76 2989 351 34 43
leaf_count=317549 146382 171378 38 124 34 24 28 21 32 29 96 26 220 32 222 36 4490 149 86 63 710 2534 8747 17018 4452 76 2989 351 34 43
internal_value=0 0.0106215 0.0593821 -0.683858 -11.2258 -0.419556 10.1843 -20.2714 -45.7049 -0.599224 -5.52892 -0.274478 5.67814 41.2559 -1.7111 -7.49514 -0.5734 -2.66002 5.09535 -3.73189 -3.18869 -0.0368602 -0.284555 -0.56565 0.381642 -0.888048 -2.26648 -8.40495 -26.8602 -63.8352
internal_weight=0 360464 177838 6460 158 6302 105 77 53 6197 383 5814 278 58 354 132 5536 1046 124 922 859 182626 36244 27497 6986 20511 3493 504 153 77
internal_count=678013 360464 177838 6460 158 6302 105 77 53 6197 383 5814 278 58 354 132 5536 1046 124 922 859 182626 36244 27497 6986 20511 3493 504 153 77
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2122073 2 135168 266784 886784 131072
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=10
split_feature=12 13 11 13 2 12 12 3 14 6 8 14 12 12 0 3 6 13 12 12 2 14 13 9 14 6 12 14 13 0
split_gain=10480.2 52192 255871 979416 6.92704e+06 3.47948e+06 5.59068e+06 3.83829e+06 6.92652e+06 1.22332e+07 1.76312e+06 2.51865e+06 3.09376e+06 6.35616e+06 1.75679e+06 1.92468e+06 3.53342e+06 1.15668e+06 667698 507629 2.18524e+06 1.96799e+06 857018 1.14186e+06 893199 644379 542779 815642 1.55389e+06 1.22179e+06
threshold=3.5000000000000004 0 3.5000000000000004 1 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 3 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 5 6 1.0000000180025095e-35 7 1.0000000180025095e-35 1.5000000000000002 8 9 1.0000000180025095e-35
decision_type=2 9 2 9 2 2 2 2 1 2 2 1 2 2 2 2 2 9 2 2 2 1 9 2 1 2 2 1 9 2
left_child=1 -1 -3 4 5 6 -4 8 9 -8 19 12 -12 -14 15 16 -7 -13 -19 26 22 -22 23 -21 -25 -24 -5 -28 29 -29
right_child=-2 2 3 10 -6 14 7 -9 -10 -11 11 17 13 -15 -16 -17 -18 18 -20 20 21 -23 25 24 -26 -27 27 28 -30 -31
leaf_value=-0.072215024488894247 0.0091748023270310456 0.097804742714081475 -2.3269766224854029 -0.28559330804341232 56.492194509506227 -50.543025142124719 99.855826416015631 -0.98533742129802704 5.0522626407941189 0.34176232814788821 -0.27680203623549882 4.3432229055580525 -36.369211314274715 -3.2013854951124929 7.9915258234197442 0.28397298256556192 -5.2794814614688654 -12.164207267761231 4.5153416662505181 0.36371324659633042 -26.098419377253606 -2.0162713682147819 -1.0123612883696809 18.620553649417939 1.4984209775924684 -4.4960541170485993 1.6357383268932963 10.230784989021341 -1.0881629240793875 -7.1088233947753912
leaf_weight=99348 439605 106423 268 17459 24 35 30 48 45 21 172 272 104 130 33 36 34 88 33 1924 65 71 3349 63 59 631 4300 217 3076 50
leaf_count=99348 439605 106423 268 17459 24 35 30 48 45 21 172 272 104 130 33 36 34 88 33 1924 65 71 3349 63 59 631 4300 217 3076 50
internal_value=0 -0.0168635 0.0226846 -0.222261 3.83652 1.60857 6.21184 22.1035 33.648 58.8794 -0.296026 -4.93472 -10.4586 -17.9426 -12.1345 -18.4599 -28.2392 0.77187 -7.03392 -0.177572 -0.990859 -13.5261 -0.707953 0.953933 10.3402 -1.56075 0.0220727 0.724878 -0.446734 6.73155
internal_weight=0 238408 139060 32637 574 550 412 144 96 51 32063 799 406 234 138 105 69 393 121 31264 6162 136 6026 2046 122 3980 25102 7643 3343 267
internal_count=678013 238408 139060 32637 574 550 412 144 96 51 32063 799 406 234 138 105 69 393 121 31264 6162 136 6026 2046 122 3980 25102 7643 3343 267
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=526867 32 2 2 1183748 2 53640 2 2 16384
is_linear=0
shrinkage=0.1


Tree=826
num_leaves=31
num_cat=12
split_feature=11 10 13 12 12 13 12 12 12 14 12 12 13 14 13 12 13 14 12 13 12 12 14 11 13 12 12 14 11 12
split_gain=13082.9 107738 606074 1.31918e+06 1.9527e+06 342084 653512 334076 409982 528927 254569 1.01517e+06 2.16204e+06 1.43549e+06 1.51022e+06 1.4721e+06 1.01134e+06 2.72283e+06 3.88191e+06 1.00419e+06 466769 3.69518e+06 2.62048e+06 337079 328049 261093 888102 446135 230377 723996
threshold=3.5000000000000004 1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 1 2.5000000000000004 7.5000000000000009 5.5000000000000009 2 5.5000000000000009 3.5000000000000004 3 4 5 4.5000000000000009 6 7 2.5000000000000004 8 11.500000000000002 12.500000000000002 9 4.5000000000000009 10 7.5000000000000009 8.5000000000000018 11 4.5000000000000009 12.500000000000002
decision_type=2 2 9 2 2 9 2 2 2 1 2 2 9 1 9 2 9 1 2 9 2 2 1 2 9 2 2 1 2 2
left_child=-1 -2 3 -3 -5 6 -4 8 -6 -10 11 16 23 14 -14 -16 17 -7 -19 20 -12 22 -22 -13 25 -21 27 -27 -28 -30
right_child=1 2 5 4 7 10 -8 -9 9 -11 19 12 13 -15 15 -17 -18 18 -20 24 21 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.007544075305252345 0.043312265941204395 -21.303515310287477 -16.802056966509138 29.487316513061526 2.5306725752981087 -3.9126374183631527 -2.2663837450563462 -0.69067600276194474 4.0874124390738356 24.553746497112773 0.39494062142084108 -2.6100866975455452 -3.2363946127724819 16.721164344574188 25.679860403023515 2.5714801025390628 -2.1146905195005323 49.406003228549302 -7.0485298156738283 -3.2922559196799508 34.226061299641934 -1.9082459036207877 -3.2878982543945314 4.1542058987087671 -2.8405206737341362 2.9495289423132456 -1.9454951288450522 14.2472430399486 8.930294833864485 -3.3747802459441867
leaf_weight=522892 148363 20 35 30 114 82 266 147 28 23 596 406 133 143 51 60 1287 29 21 303 60 211 27 90 1526 93 726 56 84 111
leaf_count=522892 148363 20 35 30 114 82 266 147 28 23 596 406 133 143 51 60 1287 29 21 303 60 211 27 90 1526 93 726 56 84 111
internal_value=0 0.0255255 -0.364958 3.56102 5.11921 -0.591803 -3.82936 2.77613 5.86473 13.3173 -0.425907 0.402968 3.06508 8.5448 4.1031 12.0989 -1.25358 6.78816 25.6951 -0.93008 1.98842 5.24212 22.5838 -1.35537 -1.83064 -0.695797 0.0329593 7.19565 -1.12583 1.92587
internal_weight=0 155121 6758 362 342 6396 301 312 165 51 6095 2302 883 387 244 111 1419 132 50 3793 894 298 87 496 2899 1373 1070 149 921 195
internal_count=678013 155121 6758 362 342 6396 301 312 165 51 6095 2302 883 387 244 111 1419 132 50 3793 894 298 87 496 2899 1373 1070 149 921 195
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=536576 262442 2 1064977 2 131072 16384 2 1048576 2 32789 2
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=6
split_feature=11 13 1 12 12 12 12 13 0 14 6 7 14 8 12 12 2 12 12 2 4 12 2 13 10 7 12 8 6 14
split_gain=10559.5 106033 359838 2.79414e+06 444395 359486 1.45535e+06 980418 1.03047e+06 873128 1.52381e+06 809767 564410 892779 1.63242e+07 2.325e+06 767947 2.12215e+07 672356 1.53151e+06 936233 1.24027e+06 585163 578041 1.00976e+06 523241 471614 381691 437808 313160
threshold=3.5000000000000004 0 1.0000000180025095e-35 16.500000000000004 11.500000000000002 12.500000000000002 10.500000000000002 1 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 4 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5
decision_type=2 9 2 2 2 2 2 9 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1
left_child=-1 2 5 4 29 6 12 11 9 26 -11 -8 13 16 -15 -16 23 -18 19 27 22 -22 -20 24 25 -2 -9 28 -14 -4
right_child=1 -3 3 -5 -6 -7 7 8 -10 10 -12 -13 18 14 15 -17 17 -19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0067896600303157173 -0.83978034004205304 0.041623390115903283 4.2262450727549465 -39.971759157180792 9.4825624356951046 1.4527690531405184 -3.8800787622494592 -34.809265209833782 -0.32595673994584518 -29.71720099246502 0.72923339207967119 9.8638323942820243 -1.0074693703803426 74.646545972495247 -34.936052217154668 -0.54318674431472524 -53.715654596789129 59.240891344119341 0.99233580945808209 -27.632889064153034 -24.090218931085925 4.6176709846214008 16.469222579956057 1.0807796333114768 -20.559450822863084 -14.828371456691199 -15.532999333468352 -10.389641408567076 -5.9712031314957823 -5.6817949886979733
leaf_weight=522892 594 147575 44 20 35 1088 401 30 55 25 48 48 1098 29 29 61 29 39 1070 24 34 27 25 2232 29 28 22 54 212 116
leaf_count=522892 594 147575 44 20 35 1088 401 30 55 25 48 48 1098 29 29 61 29 39 1070 24 34 27 25 2232 29 28 22 54 212 116
internal_value=0 0.0229202 -0.342455 -4.37525 -0.724327 -0.22465 -0.516983 -5.07839 -11.115 -16.7514 -9.69763 -2.35827 -0.00591667 0.906831 9.39891 -11.6253 0.564385 11.0682 -1.10738 -2.59101 0.673996 -11.3834 1.34569 0.316635 -2.28479 -1.46949 -26.6539 -2.15039 -1.81076 -2.95708
internal_weight=0 155121 7546 215 195 7331 6243 629 180 125 73 449 5614 3070 119 90 2951 68 2544 1388 1156 61 1095 2883 651 622 52 1364 1310 160
internal_count=678013 155121 7546 215 195 7331 6243 629 180 125 73 449 5614 3070 119 90 2951 68 2544 1388 1156 61 1095 2883 651 622 52 1364 1310 160
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=266528 4352 2 2 32 2
is_linear=0
shrinkage=0.1


Tree=828
num_leaves=31
num_cat=8
split_feature=8 13 11 13 12 12 14 11 12 12 12 14 12 12 12 11 12 13 14 13 12 14 12 12 12 11 11 12 12 12
split_gain=9512.29 168993 373293 1.12024e+06 2.6027e+06 8.55518e+06 6.54264e+06 5.0763e+06 1.48291e+06 1.66547e+06 1.42341e+06 1.84848e+06 1.4106e+06 6.85702e+06 764325 960613 1.16778e+06 542398 527014 481356 915296 773208 559619 443695 351766 2.20109e+06 1.29935e+06 4.02771e+07 1.68312e+06 1.45589e+06
threshold=1.0000000180025095e-35 0 1.5000000000000002 1 12.500000000000002 11.500000000000002 2 1.0000000180025095e-35 12.500000000000002 11.500000000000002 10.500000000000002 3 9.5000000000000018 8.5000000000000018 4.5000000000000009 1.0000000180025095e-35 8.5000000000000018 4 5 6 1.0000000180025095e-35 7 3.5000000000000004 9.5000000000000018 1.5000000000000002 3.5000000000000004 3.5000000000000004 2.5000000000000004 4.5000000000000009 2.5000000000000004
decision_type=2 9 2 9 2 2 1 2 2 2 2 1 2 2 2 2 2 9 1 9 2 1 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 10 7 -6 9 17 11 12 13 -5 -13 23 -17 -2 -10 20 21 -4 -22 -16 25 -21 29 -28 -29 -26
right_child=1 -3 19 4 6 -7 -8 -9 18 -11 -12 14 -14 -15 15 16 -18 -19 -20 24 22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.0023177009197608328 -6.7330224356343669 -0.06439534420133107 4.0098516645431515 6.5343282721508515 -56.670216025075604 57.864138868451121 24.953907365065355 -4.9643644853514068 5.7536968367440364 -28.380261839866638 23.037570209992239 5.0853249249358976 -13.283618669924529 68.36145261764527 -3.1713752789443799 -6.3008435679417039 -33.443200683593751 0.4697948769894903 23.367652408893292 -0.67897346933311398 -2.8183085332726532 30.389526424407961 2.4607266903067386 12.688420711864126 -10.913603014416166 -28.798252898454667 138.98040855044411 -19.933001315007445 -0.55481400292300609 -0.4399130822565086
leaf_weight=652834 145 20448 25 174 31 32 39 49 49 25 39 96 23 20 89 51 23 324 26 214 265 20 829 22 144 32 21 61 169 1694
leaf_count=652834 145 20448 25 174 31 32 39 49 49 25 39 96 23 20 89 51 23 324 26 214 265 20 829 22 144 32 21 61 169 1694
internal_value=0 0.0603207 0.598232 2.07621 4.75146 7.63329 -8.62881 -25.0004 -1.22059 -3.2312 4.64002 3.19925 10.1322 12.9083 -2.15464 -5.91159 -14.737 -1.89063 11.8599 0.0651766 1.74163 15.7342 1.18198 -0.0279923 -0.756803 -4.33677 -0.338851 6.41001 -5.69425 -1.26049
internal_weight=0 25179 4731 1257 688 569 119 80 569 494 537 498 217 194 281 185 74 469 75 3474 1139 45 1094 111 2335 246 2089 251 230 1838
internal_count=678013 25179 4731 1257 688 569 119 80 569 494 537 498 217 194 281 185 74 469 75 3474 1139 45 1094 111 2335 246 2089 251 230 1838
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2175336 8520 2 2 320 2 328 2
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=10
split_feature=11 13 0 12 12 14 7 6 1 12 12 12 3 14 1 12 14 8 14 12 12 12 14 13 6 12 13 13 14 12
split_gain=8378.81 96956.6 532652 547116 1.33957e+06 3.14956e+06 2.97748e+06 3.87665e+06 763795 2.32207e+06 423528 508606 1.29663e+06 2.54915e+06 1.02411e+06 755980 672898 408314 4.1432e+06 1.26162e+07 1.78542e+06 598270 965647 824311 1.0007e+06 1.24468e+06 520946 356197 516506 821558
threshold=3.5000000000000004 0 1.0000000180025095e-35 18.500000000000004 17.500000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 14.500000000000002 10.500000000000002 1.0000000180025095e-35 2 1.0000000180025095e-35 13.500000000000002 3 1.0000000180025095e-35 4 12.500000000000002 13.500000000000002 12.500000000000002 5 6 1.0000000180025095e-35 11.500000000000002 7 8 9 13.500000000000002
decision_type=2 9 2 2 2 1 2 2 2 2 2 2 2 1 2 2 1 2 1 2 2 2 1 9 2 2 9 9 1 2
left_child=-1 2 3 4 10 6 7 -6 -5 -10 11 -2 14 -14 17 16 -16 21 20 -20 -19 22 23 -13 26 -26 -25 28 -23 -30
right_child=1 -3 -4 8 5 -7 -8 -9 9 -11 -12 12 13 -15 15 -17 -18 18 19 -21 -22 27 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0060565445538585489 0.18446971642066859 0.059362652860226142 -0.93791530941437884 1.8824149406233499 -47.693570455260897 7.2963418636884958 14.574585185050964 -3.8803860611385774 42.162962493896487 0.066537722160941684 1.8365961527392156 -10.274922096358679 -3.2837391364025446 -37.156260089216566 -3.287411038080851 -6.1989497923081922 15.674099560905905 -1.0860440180301667 2.3495522991303477 -80.640089680598336 25.156356070382255 1.3416805545907273 0.71326779492008385 -3.7481791629657879 -13.958987552979416 -0.7281302007252739 4.0470811899061561 -0.13120548313206104 -0.12380555517533248 21.143315031589609
leaf_weight=522892 18748 124818 6557 258 46 72 20 36 20 38 1310 183 95 29 24 31 85 100 62 26 35 190 624 133 136 149 206 1017 34 39
leaf_count=522892 18748 124818 6557 258 46 72 20 36 20 38 1310 183 95 29 24 31 85 100 62 26 35 190 624 133 136 149 206 1017 34 39
internal_value=0 0.0204083 -0.140018 0.0802468 0.0245024 -8.71707 -20.0207 -28.4585 4.21345 14.5825 0.0899063 -0.0143571 -1.17996 -11.2055 -0.775547 7.58024 11.4991 -1.17426 -5.28745 -22.1701 5.71754 -0.835914 -2.24089 -4.52515 -2.63207 -7.0418 0.997581 0.734806 3.93882 11.2381
internal_weight=0 155121 30303 23746 23430 174 102 82 316 58 23256 21946 3198 124 3074 140 109 2934 223 88 135 2711 1431 807 624 285 339 1280 263 73
internal_count=678013 155121 30303 23746 23430 174 102 82 316 58 23256 21946 3198 124 3074 140 109 2934 223 88 135 2711 1431 807 624 285 339 1280 263 73
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=825764 2 2 2 2 2 4128 2048 524292 2
is_linear=0
shrinkage=0.1


Tree=830
num_leaves=31
num_cat=9
split_feature=1 13 11 14 12 12 12 12 11 11 13 12 14 12 13 12 12 12 13 12 12 11 12 12 13 12 12 14 12 13
split_gain=10520.9 208706 1.32557e+06 5.60946e+06 6.62246e+06 3.25958e+06 1.28532e+06 598213 201204 175252 1.11502e+06 4.57223e+06 575701 463262 413844 892466 370045 442035 286655 413006 1.00542e+06 381880 976335 880037 530287 615191 1.30576e+06 232573 5.19652e+06 505865
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 4.5000000000000009 3.5000000000000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 2 2.5000000000000004 3 18.500000000000004 4 2.5000000000000004 7.5000000000000009 13.500000000000002 5 17.500000000000004 15.500000000000002 3.5000000000000004 11.500000000000002 3.5000000000000004 6 4.5000000000000009 2.5000000000000004 7 2.5000000000000004 8
decision_type=2 9 2 1 2 2 2 2 2 2 9 2 1 2 9 2 2 2 9 2 2 2 2 2 9 2 2 1 2 9
left_child=-1 2 5 4 -4 -2 -5 -8 -9 10 11 -3 -13 -14 15 -12 -17 -18 19 20 21 24 23 -23 25 26 -11 28 -16 -30
right_child=1 9 3 6 -6 -7 7 8 -10 18 14 12 13 -15 27 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0020235098229435516 37.915030846228966 -47.03968586554894 -73.92501509984335 20.7042688369751 2.0326736883683636 -5.8902846229319676 -18.564470520019533 -3.189758969244556 3.4640298891671097 -1.7602718671162922 24.111668404665863 -11.11771109268583 -2.0056306329768474 12.204511496743986 -33.351751565933228 -6.3986297498430531 16.252382597556483 -1.5621718851725261 0.024479183255614902 -5.4308145454951697 23.155197649002076 17.304149200439454 27.626478252410891 -6.392837830952236 -3.1944376577095817 -0.85331696600153828 27.7440646870931 0.048216053520442413 -3.2879191978772484 4.9425260755622276
leaf_weight=660306 26 26 24 28 22 49 20 107 79 30 22 58 127 28 48 35 26 30 14431 56 25 25 20 42 156 69 30 1762 110 196
leaf_count=660306 26 26 24 28 22 49 20 107 79 30 22 58 127 28 48 35 26 30 14431 56 25 25 20 42 156 69 30 1762 110 196
internal_value=0 -0.0760854 -2.44255 -5.67392 -37.5974 9.29556 0.601642 -2.13075 -0.363687 -0.0262477 -0.806711 -7.152 -2.61885 0.561363 -0.0938436 5.54635 1.66752 6.70887 0.103148 2.55237 3.74275 2.43815 8.23717 2.44932 0.667924 5.18442 12.9919 -0.419717 -2.76066 2.03794
internal_weight=0 17707 355 280 46 75 234 206 186 17352 2468 239 213 155 2229 113 91 56 14884 453 397 372 87 67 285 129 60 2116 354 306
internal_count=678013 17707 355 280 46 75 234 206 186 17352 2468 239 213 155 2229 113 91 56 14884 453 397 372 87 67 285 129 60 2116 354 306
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2097184 2 626816 2 393216 360962 327682 2 1058880
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=4
split_feature=13 14 8 12 11 12 11 11 12 11 12 11 11 11 12 13 12 11 11 12 13 12 11 11 11 12 11 12 8 11
split_gain=9778.12 104621 270731 1.8719e+06 1.26885e+07 4.40088e+06 6.87045e+07 1.14764e+07 1.25551e+06 6.39745e+06 1.02848e+06 8.31953e+06 5.43265e+06 691875 683043 334167 765341 779903 1.2052e+06 342190 321058 629192 472671 632308 524366 509716 316112 272467 251274 548115
threshold=0 1 1.0000000180025095e-35 14.500000000000002 3.5000000000000004 13.500000000000002 3.5000000000000004 2.5000000000000004 11.500000000000002 1.0000000180025095e-35 10.500000000000002 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 12.500000000000002 2 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 6.5000000000000009 3 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 8.5000000000000018 2.5000000000000004 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=-1 28 -3 5 26 8 7 -7 10 -10 15 12 -12 -11 -15 16 17 18 -4 -17 22 -22 23 -21 27 -25 -5 -24 -2 -30
right_child=1 2 3 4 -6 6 -8 -9 9 13 11 -13 -14 14 -16 19 -18 -19 -20 20 21 -23 24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.010949760611896264 -0.069333072016586561 0.099997179882654219 0.62307695788006456 -3.0269806796854195 -70.908818087084541 4.7348670532828887 174.5595703125 -81.486506418081433 -53.311365758489686 0.31919605234371767 7.909205936431885 -3.6677639856540338 72.601936453360096 -1.7268144148152051 -20.467204101665601 -0.46209577642739802 1.2249032143393088 6.9722685241699232 -22.316790242097817 -0.39294190126306872 -2.6490045182733422 7.2620612277541063 1.9911372302827381 -6.5204591230912641 -5.5125615789937576 -26.705930538835197 7.9491849224384019 -6.1574547038358807 4.0167145724190734 0.31943674670965438
leaf_weight=370740 152902 142298 43 44 29 38 22 26 27 224 25 189 27 41 37 1927 1418 30 49 34 251 86 210 22 353 29 65 51 428 6348
leaf_count=370740 152902 142298 43 44 29 38 22 26 27 224 25 189 27 41 37 1927 1418 30 49 34 251 86 210 22 353 29 65 51 428 6348
internal_value=0 0.0131739 0.0738666 -0.628102 -12.1221 -0.320646 22.1115 -30.2926 -0.700926 -6.67475 -0.286637 6.0779 41.4997 -2.50525 -10.6165 -0.627266 0.567323 -7.0292 -11.5949 -1.24586 -2.71571 -0.11632 -3.91129 -10.9563 -2.99972 -17.9985 3.51844 0.398884 -0.0429253 0.552972
internal_weight=0 307273 147595 5297 138 5159 86 64 5073 329 4744 241 52 302 78 4503 1540 122 92 2963 1036 337 699 85 614 51 109 261 159678 6776
internal_count=678013 307273 147595 5297 138 5159 86 64 5073 329 4744 241 52 302 78 4503 1540 122 92 2963 1036 337 699 85 614 51 109 261 159678 6776
cat_boundaries=0 1 2 3 4
cat_threshold=319965 2 1638400 135680
is_linear=0
shrinkage=0.1


Tree=832
num_leaves=31
num_cat=12
split_feature=1 13 12 11 12 14 12 12 12 12 12 14 14 12 12 12 11 14 11 14 13 14 14 13 12 11 12 14 11 14
split_gain=9057.09 173411 454971 1.28675e+06 1.71237e+07 3.73701e+07 8.37055e+07 1.64197e+07 4.48998e+06 2.04884e+06 1.01085e+07 4.90941e+07 9.76192e+06 1.59429e+06 266108 2.38546e+06 2.1561e+07 4.62998e+07 1.49349e+06 4.26027e+06 1.37341e+06 7.41051e+06 2.59331e+06 607649 1.39954e+06 588190 523470 1.01842e+06 886206 516795
threshold=1.0000000180025095e-35 0 12.500000000000002 3.5000000000000004 18.500000000000004 1 15.500000000000002 16.500000000000004 21.500000000000004 18.500000000000004 17.500000000000004 2 3 13.500000000000002 17.500000000000004 18.500000000000004 3.5000000000000004 4 3.5000000000000004 5 6 7 8 9 19.500000000000004 2.5000000000000004 19.500000000000004 10 1.5000000000000002 11
decision_type=2 9 2 2 2 1 2 2 2 2 2 1 1 2 2 2 2 1 2 1 9 1 1 9 2 2 2 1 2 1
left_child=-1 2 -2 9 5 6 -5 13 -6 10 -4 -12 -11 -7 -3 16 20 -18 23 -20 22 25 -16 26 -25 -22 27 -17 -29 -26
right_child=1 14 3 4 8 7 -8 -9 -10 12 11 -13 -14 -15 15 18 17 -19 19 -21 21 -23 -24 24 29 -27 -28 28 -30 -31
leaf_value=0.0018773824031219971 -0.15667871609240303 -0.084845611597080067 1.8812417907573111 5.2149981677532198 -68.837508256094793 23.667213897705082 222.33667156512922 -89.421173692786184 -12.205999265398297 53.736762575002821 -141.33428322120949 41.763703584671021 -2.1634517855325321 -4.0074431699865007 -22.426435341945918 -9.6954100904257405 -144.28313180172083 17.625418813605059 28.108784578887509 -2.9421854838346828 33.544997215270996 -7.977712611591115 8.3033374460119944 -15.004260668593847 -8.8705631240965825 55.684514581589475 -0.17840112609432102 3.6392301447251265 27.017030962051884 1.2718921414185917
leaf_weight=660306 2487 12876 471 56 28 30 26 23 28 39 27 32 157 68 43 23 33 38 71 117 28 68 76 89 63 21 376 34 31 248
leaf_count=660306 2487 12876 471 56 28 30 26 23 28 39 27 32 157 68 43 23 33 38 71 117 28 68 76 89 63 21 376 34 31 248
internal_value=0 -0.0705943 0.562116 2.38269 8.43397 21.939 74.0585 -13.3816 -40.5218 0.223897 -3.00665 -42.0269 8.95955 4.46439 -0.225153 -1.55617 -9.31176 -57.6279 0.707111 8.78451 5.22401 12.3319 -2.58359 -1.05047 -3.85072 43.0334 1.41601 8.3894 14.7886 -0.782689
internal_weight=0 17707 3472 985 259 203 82 121 56 726 530 59 196 98 14235 1359 307 71 1052 188 236 117 119 864 400 49 464 88 65 311
internal_count=678013 17707 3472 985 259 203 82 121 56 726 530 59 196 98 14235 1359 307 71 1052 188 236 117 119 864 400 49 464 88 65 311
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1352194 2 2 2 2 2 524432 2 2 4144 2 2
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=8
split_feature=12 13 11 12 12 13 0 14 11 11 0 14 11 11 11 8 9 14 9 14 6 11 7 3 6 14 0 13 12 3
split_gain=8608.9 52059.7 321485 888048 713144 4.03908e+06 1.38498e+07 6.97287e+07 1.07896e+08 1.24179e+07 2.47469e+06 6.10224e+06 5.84711e+06 1.55079e+07 1.62971e+06 3.35228e+06 1.581e+06 2.55575e+06 1.19777e+06 1.63072e+06 3.81873e+06 4.3807e+06 4.57171e+06 1.63842e+06 724960 660575 921920 1.92966e+06 2.15044e+06 1.38194e+06
threshold=3.5000000000000004 0 1.5000000000000002 6.5000000000000009 7.5000000000000009 1 1.0000000180025095e-35 2 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3 3.5000000000000004 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 5 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6 1.0000000180025095e-35 7 5.5000000000000009 1.0000000180025095e-35
decision_type=2 9 2 2 2 9 2 1 2 2 2 1 2 2 2 2 2 1 2 1 2 2 2 2 2 1 2 9 2 2
left_child=-1 2 -2 25 5 6 18 9 -9 -8 14 -12 13 -13 24 16 -16 -18 19 23 21 -21 -23 -5 -7 -4 29 28 -28 -27
right_child=1 -3 3 4 -6 10 7 8 -10 -11 11 12 -14 -15 15 -17 17 -19 -20 20 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.015315006538744999 0.31864934431149017 0.019162033925292938 -0.36597795186299248 1.3570021781054411 -0.14254771391317128 -6.4839986116220594 1.7039556636366733 -38.214797891889297 220.48901977539063 -83.869523184640073 3.3187502924601242 -3.2839825088913379 18.791434478759765 -74.952832311742441 0.24376734392280652 29.004967683436828 28.462075523093894 -5.1326651035211022 -15.050753868950739 6.3703786144653956 12.036469287636841 -54.992432697002712 -0.21180589771270752 19.4933185005188 2.0966532027089833 -0.39153307164691381 -8.7471735167921647 -1.9077183328321219 -34.990993810254473 -5.7049597176081868
leaf_weight=238408 12544 399676 4202 132 17693 283 43 28 38 28 195 74 27 51 533 51 54 39 45 48 81 39 25 80 151 2284 114 381 43 623
leaf_count=238408 12544 399676 4202 132 17693 283 43 28 38 28 195 74 27 51 533 51 54 39 45 48 81 39 25 80 151 2284 114 381 43 623
internal_value=0 0.00828441 -0.100577 -0.292644 0.0618062 1.82984 8.75298 36.7408 110.736 -32.0433 -1.01056 -8.38929 -23.4095 -32.5249 1.28495 4.35149 2.34298 14.374 0.426751 2.14647 -4.50398 -16.4663 -33.5938 8.2009 -3.49856 -1.20753 -2.23401 -6.03663 -14.9808 -1.53026
internal_weight=0 439605 39929 27385 19738 2045 587 137 66 71 1458 347 152 125 1111 677 626 93 450 405 193 112 64 212 434 7647 3445 538 157 2907
internal_count=678013 439605 39929 27385 19738 2045 587 137 66 71 1458 347 152 125 1111 677 626 93 450 405 193 112 64 212 434 7647 3445 538 157 2907
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2105676 2097220 2 2 2 2 2 260
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=12
split_feature=13 12 7 13 11 11 11 14 9 13 11 14 13 14 3 6 0 11 13 6 11 14 10 0 14 13 11 11 0 14
split_gain=10455.2 93364.8 257028 500897 635236 440256 311967 249878 197712 336609 194673 100381 100313 194064 552258 748555 1.41389e+06 108371 376586 1.56015e+06 1.30084e+06 2.43703e+06 1.05078e+06 303357 1.15997e+06 1.05088e+06 2.52575e+06 345662 234965 347719
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1 3.5000000000000004 2.5000000000000004 2.5000000000000004 2 1.0000000180025095e-35 3 1.5000000000000002 4 5 6 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 7 1.0000000180025095e-35 3.5000000000000004 8 1.0000000180025095e-35 1.0000000180025095e-35 9 10 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 11
decision_type=9 2 2 9 2 2 2 1 2 9 2 1 9 1 2 2 2 2 9 2 2 1 2 2 1 9 2 2 2 1
left_child=-1 2 8 4 5 -4 -5 -8 12 10 -10 -12 13 14 15 16 -2 23 19 22 21 -21 28 -14 25 26 -25 -27 29 -19
right_child=1 -3 3 6 -6 -7 7 -9 9 -11 11 -13 17 -15 -16 -17 -18 18 -20 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0095111424832125813 -31.104074011177854 -0.0014228848765837801 8.072948105957197 -0.3102769163974281 21.620610694885258 -6.9335513283224675 -0.578771300268489 -5.5555056011206227 -0.095577109605073929 0.059652255525524993 -6.0024362293156717 -12.970388911320612 -0.015729764905023366 0.67518079481763393 0.52467294836231548 4.7986276863082766 -3.3492947845458989 0.0066403306722641001 0.47612842535152994 -1.4992261290550233 -4.4696746036924173 33.706172479367723 -21.699123840332035 40.430436488560275 -0.84082404202283922 -3.2389827660861474 6.6946344393436039 4.3064673576180796 -1.9670783498233424 6.0050195530774122
leaf_weight=427829 29 230915 46 515 20 34 151 304 32 288 44 39 8437 379 191 31 50 200 6906 32 29 51 20 28 683 84 107 219 133 187
leaf_count=427829 29 230915 46 515 20 34 151 304 32 288 44 39 8437 379 191 31 50 200 6906 32 29 51 20 28 683 84 107 219 133 187
internal_value=0 0.0162232 0.227699 -1.27854 5.16388 1.69519 -1.97557 -3.90389 0.316257 -1.87403 -6.18409 -9.27653 0.365857 -0.818289 -2.72596 -8.37023 -13.5378 0.413139 0.696346 2.97595 13.7627 20.133 0.79382 0.189624 1.73518 5.7521 12.7474 2.1439 1.65893 2.90508
internal_weight=0 250184 19269 1070 100 80 970 455 18199 403 115 83 17796 680 301 110 79 17116 7558 652 112 83 540 9558 1121 438 135 303 520 387
internal_count=678013 250184 19269 1070 100 80 970 455 18199 403 115 83 17796 680 301 110 79 17116 7558 652 112 83 540 9558 1121 438 135 303 520 387
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=3465427 36 2 2316 2 32 2 69632 2 2 131072 2
is_linear=0
shrinkage=0.1


Tree=835
num_leaves=31
num_cat=6
split_feature=13 10 11 13 12 12 12 14 12 11 12 11 12 13 12 11 11 12 12 14 12 12 12 13 12 11 12 11 11 12
split_gain=8470.34 84304.4 471781 812258 1.44755e+06 3.79731e+06 771258 992638 1.06968e+06 986197 756646 683390 374268 293337 354716 264791 260575 1.16096e+06 243580 234544 347852 1.78943e+06 349121 238011 223017 310780 277310 472778 401492 241412
threshold=0 1.0000000180025095e-35 1.5000000000000002 1 5.5000000000000009 7.5000000000000009 12.500000000000002 2 14.500000000000002 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 13.500000000000002 3 12.500000000000002 1.0000000180025095e-35 4.5000000000000009 10.500000000000002 13.500000000000002 4 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 5 15.500000000000002 2.5000000000000004 14.500000000000002 3.5000000000000004 4.5000000000000009 14.500000000000002
decision_type=9 2 2 9 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 15 9 11 -8 -11 18 -13 -4 16 -5 -15 -18 -9 23 22 -22 -21 -17 25 29 28 -28 -27 -16
right_child=-2 2 13 6 5 -7 7 8 -10 10 -12 12 -14 14 24 19 17 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00049094496433399124 0.014603082761530141 -4.8554623686749006 -3.3962166612829479 -0.9727641333092889 46.829170846939093 0.30907950299851439 -2.1701600417014091 24.532805331548058 1.6489928995861729 16.016344451904299 2.7597887876358902 -0.31170339842100403 16.158726536143913 -0.32075414589536116 -1.6947084833593931 3.1936970174312593 0.66742990218326259 20.249081328420928 13.562847518920899 7.6895069786146584 21.739601034276628 1.2269403004087509 -1.2534958641127787 -1.35716978716518 0.07040889540718305 -1.9776975135008497 -11.383439256009602 -2.1215172912026272 -14.41455519685039 3.0200101225360019
leaf_weight=410752 250184 46 340 2085 28 47 403 48 136 57 176 37 22 9843 408 134 367 33 35 51 51 256 303 564 539 672 105 116 27 148
leaf_count=410752 250184 46 340 2085 28 47 403 48 136 57 176 37 22 9843 408 134 367 33 35 51 51 256 303 564 539 672 105 116 27 148
internal_value=0 -0.00856005 -0.226268 0.655236 8.41521 17.6766 0.419508 3.00282 7.9874 0.824025 6.00281 14.058 5.82981 -0.539672 -0.457296 -0.264856 -0.219078 2.28292 19.9069 0.821228 2.17121 4.63458 0.0349029 -0.457196 -1.67052 -2.30626 -3.43431 -6.52198 -2.45809 -0.439711
internal_weight=0 427829 17077 4479 121 75 4358 914 278 636 233 142 59 12598 12258 3444 10243 400 83 1359 661 307 354 698 2015 1476 920 221 699 556
internal_count=678013 427829 17077 4479 121 75 4358 914 278 636 233 142 59 12598 12258 3444 10243 400 83 1359 661 307 354 698 2015 1476 920 221 699 556
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=3465427 64 2 262210 2 24576
is_linear=0
shrinkage=0.1


Tree=836
num_leaves=31
num_cat=7
split_feature=12 12 13 6 13 11 11 14 11 13 11 3 3 11 14 14 11 9 10 0 11 11 11 7 8 4 13 0 11 11
split_gain=8050.27 53547.2 567218 629740 1.09623e+06 2.13343e+06 3.61929e+06 5.39237e+06 743017 453570 788898 2.99481e+06 946480 696846 934839 683516 2.39228e+06 2.93097e+06 2.20384e+06 1.01045e+06 3.97218e+06 1.23393e+06 1.77325e+06 5.02695e+06 977238 964058 867118 1.73189e+06 684071 611223
threshold=3.5000000000000004 4.5000000000000009 0 1.0000000180025095e-35 1 1.5000000000000002 1.0000000180025095e-35 2 2.5000000000000004 3 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4 5 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004
decision_type=2 2 9 2 9 2 2 1 2 9 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2
left_child=-1 2 3 9 5 6 -5 -8 -7 10 11 -2 15 -13 -15 16 17 26 19 21 29 22 -17 -24 -18 -23 -12 -28 -20 -21
right_child=1 -3 -4 4 -6 8 7 -9 -10 -11 12 13 -14 14 -16 18 24 -19 28 20 -22 25 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.014810334038292626 -1.2018063170245215 -0.0035540877983522632 -0.22324727287489121 -2.4233968596527546 -1.1514910315902982 3.8407912247126887 -14.50081283569336 46.598955042545612 -2.0611828007563591 -0.070781234380989669 -1.2203968346967997 3.7650574193506765 -0.42163774562056222 17.075800419641919 4.3076994589709363 -1.0714185352983145 -2.0303384520803713 19.033613157460071 9.7151966712994291 3.719000227399007 15.910905402047295 -6.6505590529337413 -2.0809408688637281 19.084533581589209 6.3185879664267262 13.498285088172327 -0.67428535782403554 9.2660813917937102 22.378998955658503 -1.4345150152842203
leaf_weight=238408 3153 396113 23274 69 4215 397 20 52 461 4081 341 311 1544 121 109 638 1468 127 179 638 252 274 259 198 155 26 309 405 56 360
leaf_count=238408 3153 396113 23274 69 4215 397 20 52 461 4081 341 311 1544 121 109 638 1468 127 179 638 252 274 259 198 155 26 309 405 56 360
internal_value=0 0.00801056 0.113338 0.500662 -0.445828 2.51784 13.9427 29.6268 0.669684 0.829908 1.16542 -0.0223745 1.77399 6.85147 11.0248 2.3703 1.25924 4.68132 3.45243 2.62789 4.69268 0.777714 2.33444 7.08922 -1.233 -4.90433 2.9536 4.89559 12.733 1.86002
internal_weight=0 439605 43492 20218 5214 999 141 72 858 15004 10923 3694 7229 541 230 5685 2805 1182 2880 2645 1250 1395 1095 457 1623 300 1055 714 235 998
internal_count=678013 439605 43492 20218 5214 999 141 72 858 15004 10923 3694 7229 541 230 5685 2805 1182 2880 2645 1250 1395 1095 457 1623 300 1055 714 235 998
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=918416 786816 2 393744 2 2 131072
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=6
split_feature=12 13 9 14 11 11 11 7 14 13 11 12 12 11 12 11 11 14 1 11 8 1 11 12 13 12 8 11 12 0
split_gain=7592.75 66394.1 136162 217234 387540 184712 308439 126324 355256 761221 404037 463115 370945 217817 208611 199257 189491 174061 1.26648e+06 976900 726280 743159 1.46182e+06 1.19469e+06 716582 1.57149e+06 508221 1.77864e+06 616516 415149
threshold=1.5000000000000002 0 1.0000000180025095e-35 1 1.5000000000000002 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 2 3 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 4 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 5 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 1 2 2 2 2 1 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2
left_child=1 2 7 -4 -5 6 -6 17 10 12 -9 -12 -10 -13 16 -16 -11 18 26 -20 21 -19 -23 -24 -22 -26 29 28 -28 -1
right_child=-2 -3 3 4 5 -7 -8 8 9 14 11 13 -14 -15 15 -17 -18 20 19 -21 24 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.33814488512719953 -0.0051465703218983617 0.058565076862372403 0.13545423441511745 4.7081193405680537 -3.3493751049041749 -0.80507645898935754 -12.987572707235813 -2.842307031241647 6.1043377360006925 0.90237141484799599 -1.1104940618738668 11.11808904990172 -0.64508171989804231 3.5444472648002008 -0.29593153711575182 -6.2540055656708731 -4.1122401892420752 -0.041513175716084427 -23.385670287609102 -4.0342295684814458 0.82243618463215074 0.29039448030394127 3.4853394190470377 25.36322816702036 22.210192992195253 1.8420083869130988 -6.6427974733439363 -19.851367489766268 4.283318409729004 1.5628895844718964
leaf_weight=9594 548990 102196 272 41 69 49 64 137 133 138 109 78 210 74 67 346 166 12853 40 75 256 221 48 52 63 95 88 59 125 1305
leaf_count=9594 548990 102196 272 41 69 49 64 137 133 138 109 78 210 74 67 346 166 12853 40 75 256 221 48 52 63 95 88 59 125 1305
internal_value=0 0.0218124 -0.118173 -1.76138 -4.07501 -6.05363 -7.9873 -0.087328 -0.992008 -1.9485 1.55543 3.86382 1.91617 7.43092 -3.77141 -5.28744 -1.83587 -0.0342998 -0.324558 -10.7652 0.206785 0.0771818 4.82979 14.8618 4.33092 9.37043 -0.217078 -4.4867 -0.230758 -0.110523
internal_weight=0 129023 26827 495 223 182 133 26332 1458 1060 398 261 343 152 717 413 304 24874 11286 115 13588 13174 321 100 414 158 11171 272 213 10899
internal_count=678013 129023 26827 495 223 182 133 26332 1458 1060 398 261 343 152 717 413 304 24874 11286 115 13588 13174 321 100 414 158 11171 272 213 10899
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2228640 2 2 160 2 131072
is_linear=0
shrinkage=0.1


Tree=838
num_leaves=31
num_cat=12
split_feature=0 12 12 13 14 13 13 11 11 11 13 11 13 11 13 13 14 12 12 11 12 13 11 11 12 12 14 13 11 11
split_gain=7631.87 92308.1 771677 757162 842484 2.14444e+06 1.58573e+06 1.20636e+06 1.13089e+06 2.36595e+06 1.08428e+06 615019 1.34716e+06 1.38537e+06 617513 480144 487853 839636 665504 1.56697e+06 578664 408874 832094 967495 1.5229e+06 5.63848e+06 7.86441e+06 2.14631e+07 3.01155e+07 9.11781e+06
threshold=1.0000000180025095e-35 8.5000000000000018 9.5000000000000018 0 1 2 3 3.5000000000000004 2.5000000000000004 1.5000000000000002 4 2.5000000000000004 5 3.5000000000000004 6 7 8 14.500000000000002 12.500000000000002 2.5000000000000004 10.500000000000002 9 3.5000000000000004 1.5000000000000002 6.5000000000000009 7.5000000000000009 10 11 2.5000000000000004 2.5000000000000004
decision_type=2 2 2 9 1 9 9 2 2 2 9 2 9 2 9 9 1 2 2 2 2 9 2 2 2 2 1 9 2 2
left_child=-1 21 3 -3 5 7 8 -5 9 -6 -9 14 13 -13 -8 16 17 18 19 -4 -21 22 23 -2 -25 26 29 28 -28 -26
right_child=1 2 15 4 6 -7 11 10 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0059488914539099266 -0.87386075105673133 -1.3467242324729103 -6.9475102714870296 0.76394967963706784 2.3943226308880989 -2.4970314137955416 -4.9527795814065376 14.778297980357024 -0.43750288475884336 9.8667191628715436 3.7963131887739445 17.254141828748914 0.37054135041158709 -1.800609437489914 0.16909482995007621 -0.07337354396028431 -0.81646387634163142 -0.99325347012943688 24.473078870773318 23.101272543271385 5.0120369366237094 -0.19076490874252827 -1.3228689342946387 0.64535424867665991 17.116971550918208 -1.732200299192358 -9.2146188147524573 3.3785615664797946 90.537883448754172 -14.382605371977153
leaf_weight=515277 2379 1287 46 1483 1144 1678 330 108 450 673 499 108 905 59 771 74167 167 99 29 48 28 67228 2137 5300 164 810 47 298 85 209
leaf_count=515277 2379 1287 46 1483 1144 1678 330 108 450 673 499 108 905 59 771 74167 167 99 29 48 28 67228 2137 5300 164 810 47 298 85 209
internal_value=0 -0.0188923 0.0539533 0.903035 1.2559 0.157673 2.19074 2.29005 4.03273 5.16203 6.05628 0.24937 1.95546 9.92775 -1.40952 -0.05414 3.28958 6.164 10.8565 7.61978 16.4368 -0.0967593 0.455972 0.865565 1.46416 4.1546 10.0927 19.3098 51.1453 -0.532925
internal_weight=0 162736 84079 9495 8208 3768 4440 2090 2267 1817 607 2173 1072 167 1101 74584 417 250 151 122 76 78657 11429 9292 6913 1613 803 430 132 373
internal_count=678013 162736 84079 9495 8208 3768 4440 2090 2267 1817 607 2173 1072 167 1101 74584 417 250 151 122 76 78657 11429 9292 6913 1613 803 430 132 373
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=2212417 2 1710216 524596 2176 10240 10240 2097666 2 101252 2 132
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=2
split_feature=11 13 1 12 14 3 12 7 12 12 12 6 0 12 3 12 6 12 12 6 7 10 12 12 12 12 8 12 6 8
split_gain=9441.54 150646 545028 2.56538e+06 316829 670001 3.35325e+06 620624 678889 1.22323e+06 4.89739e+06 958866 459663 618581 576780 722504 1.48701e+06 589049 564293 456816 557309 769625 639257 273863 252092 203683 155641 239921 668630 154343
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 3.5000000000000004 1 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 3.5000000000000004 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 2.5000000000000004 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 7.5000000000000009 2.5000000000000004 6.5000000000000009 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 12 7 -7 8 24 10 25 -12 14 -14 15 16 17 -1 -15 20 21 22 -17 -16 -6 26 27 -10 -29 -11
right_child=-2 -3 3 -5 5 6 -8 -9 9 29 11 -13 13 18 23 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-15.809338491934319 -0.0050140021184657806 0.010875692466440054 34.420836111215444 -5.3696484923362737 0.73802468981843872 1.1009298586394898 -40.361825700239706 -7.3940820550918573 1.3263716450604526 0.32584173341055178 45.27892652812757 18.227745971679688 0.44792923642019944 24.689714951948687 -0.15722635213066549 -6.223354483147463 -28.031010658676561 2.3374959872016365 1.7723087038312639 2.6468538386925409 5.8920903188841685 1.5009205789277047 -28.653674051496719 9.0550748161780543 -7.131882524490357 -2.1795360298156736 13.122315751938594 0.23655567611417463 23.346777489071801 7.5359080632527666
leaf_weight=27 574056 101967 26 43 149 172 22 55 110 296 38 20 234 22 187 24 37 53 21 115 28 33 27 39 56 50 21 31 21 33
leaf_count=27 574056 101967 26 43 149 172 22 55 110 296 38 20 234 22 187 24 37 53 21 115 28 33 27 39 56 50 21 31 21 33
internal_value=0 0.0277379 0.887239 9.62387 0.578049 1.71853 -3.60103 2.89125 3.57694 5.22645 9.94936 35.9509 -0.868088 2.47367 -2.49207 -5.07042 -11.454 -3.78706 13.4975 -1.78023 -6.3259 -10.3986 -18.0982 1.43251 -1.4118 3.47686 5.02232 3.97232 9.56953 1.04904
internal_weight=0 103957 1990 69 1921 1074 194 880 825 620 291 58 847 277 570 344 117 80 43 227 112 84 51 226 205 233 183 162 52 329
internal_count=678013 103957 1990 69 1921 1074 194 880 825 620 291 58 847 277 570 344 117 80 43 227 112 84 51 226 205 233 183 162 52 329
cat_boundaries=0 1 2
cat_threshold=32 2
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=9
split_feature=12 1 13 14 11 14 11 13 11 12 13 12 12 12 11 12 11 13 3 11 12 6 12 14 14 6 14 12 11 6
split_gain=8067.12 50469.1 230078 1.07506e+06 1.172e+06 77223.6 474552 283033 674654 115646 103070 207703 70596.5 96473.8 50835 132542 94293.4 41661.5 101982 81397.6 262772 702600 2.73282e+06 394685 115687 74981.2 179610 60089.3 282744 397051
threshold=19.500000000000004 1.0000000180025095e-35 0 1 2.5000000000000004 2 3.5000000000000004 3 3.5000000000000004 21.500000000000004 4 21.500000000000004 29.500000000000004 25.500000000000004 2.5000000000000004 23.500000000000004 1.5000000000000002 5 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 1.0000000180025095e-35 20.500000000000004 6 7 1.0000000180025095e-35 8 21.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 9 1 2 1 2 9 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 1 1 2 1 2 2 2
left_child=-1 17 3 4 -3 6 9 8 -7 -4 12 -12 13 -9 15 16 -13 18 19 20 21 24 23 -23 -2 -22 -27 28 29 -19
right_child=1 2 5 -5 -6 7 -8 10 -10 -11 11 14 -14 -15 -16 -17 -18 27 -20 -21 25 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0014376751655825245 -2.0230440231002107 0.19967752933502197 -1.0919744186482188 -0.1146581114994155 33.298941040039061 -1.1778176466623942 -11.467462295140976 0.98694361686706555 15.465267051138529 6.1000158586435846 -5.3133854969784071 0.28427925109863283 6.0593265699303673 -4.146767876261757 -1.8957551702719044 -2.3199147664583646 9.2744366317987446 0.57066640644622368 -5.8022518728718619 -0.0010735097247746345 -0.36631917104406181 -6.0242576646804809 -36.028784811085664 10.809141276432918 3.4694842102035643 -0.65294276430056652 8.5357400298118602 -0.12367600846769838 -0.11464920244237431 4.9337887221334773
leaf_weight=666326 98 20 59 144 23 60 39 285 41 36 108 20 23 42 54 39 28 695 33 2839 212 30 29 26 63 52 36 3756 2499 298
leaf_count=666326 98 20 59 144 23 60 39 285 41 36 108 20 23 42 54 39 28 695 33 2839 212 30 29 26 63 52 36 3756 2499 298
internal_value=0 0.0823699 0.75403 3.82415 17.9039 0.0195567 -2.17953 0.440804 5.07574 1.63341 -0.418463 -1.93561 0.684664 0.327568 0.514343 2.01027 5.52854 0.0180755 -0.269269 -0.216124 -1.33431 -3.75693 -11.1121 1.79125 0.126206 0.652247 3.10606 0.15374 0.45257 1.88004
internal_weight=0 11687 1021 187 43 834 134 700 101 95 599 249 350 327 141 87 48 10666 3418 3385 546 246 85 56 161 300 88 7248 3492 993
internal_count=678013 11687 1021 187 43 834 134 700 101 95 599 249 350 327 141 87 48 10666 3418 3385 546 246 85 56 161 300 88 7248 3492 993
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=204800 2 2 1048576 540720 192579 2 2 2
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=10
split_feature=1 13 12 11 12 12 11 13 12 14 12 13 12 12 12 13 11 14 13 12 12 14 12 12 13 12 12 12 13 11
split_gain=8341.03 188961 1.42265e+06 5.35759e+06 1.12285e+07 6.86803e+06 141199 923142 3.6897e+06 501348 390658 332060 723912 295507 361746 267901 474291 844948 191254 252556 174428 593162 3.61073e+06 459309 261942 216564 606571 329475 164216 179280
threshold=1.0000000180025095e-35 0 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1 2.5000000000000004 2 18.500000000000004 3 2.5000000000000004 7.5000000000000009 13.500000000000002 4 2.5000000000000004 5 6 3.5000000000000004 13.500000000000002 7 2.5000000000000004 4.5000000000000009 8 11.500000000000002 9.5000000000000018 4.5000000000000009 9 1.5000000000000002
decision_type=2 9 2 2 2 2 2 9 2 1 2 9 2 2 2 9 2 1 9 2 2 1 2 2 9 2 2 2 9 2
left_child=-1 2 -2 4 -4 -5 7 8 -3 -10 -11 12 -9 -14 -15 16 17 -8 -17 28 21 22 -13 -23 -25 26 27 -24 -20 -30
right_child=1 6 3 5 -6 -7 15 11 9 10 -12 20 13 14 -16 18 -18 -19 19 -21 -22 23 25 24 -26 -27 -28 -29 29 -31
leaf_value=0.0018225760834820221 -19.666331413814003 -42.329233198899487 83.552422748912477 -52.600357687062228 -3.6204823867976668 -0.7854372339863932 -2.2728669105037564 21.698960408297452 -10.3561748537524 -1.8146174623506277 11.234559529168266 -30.005853144327801 -5.7230744280133932 14.623554823948787 -1.4921270243326825 0.44022644432862262 -2.212338251537747 19.605180662434279 -1.7606048354879023 -0.63199894018700109 1.0958696815072986 2.1768807478277403 7.6123767961774549 -0.71409394476148824 -5.3672759283601854 -5.2594471628015693 16.552965795076812 -4.1131380018435024 -1.620185728352439 1.3046359954863682
leaf_weight=660306 42 26 22 29 45 217 31 22 58 127 28 48 35 26 30 6874 54 41 246 5697 589 526 35 629 143 44 26 76 239 1702
leaf_count=660306 42 26 22 29 45 217 31 22 58 127 28 48 35 26 30 6874 54 41 246 5697 589 526 35 629 143 44 26 76 239 1702
internal_value=0 -0.0677253 -2.31946 -0.0658743 25.0035 -6.8937 -0.0203091 -0.720853 -6.49441 -2.4251 0.542653 -0.0723356 4.97982 1.48507 5.99015 0.0958384 4.51388 10.1855 0.0550225 -0.280966 -0.364289 -0.929892 -5.6222 -0.102049 -1.65479 0.844178 2.80447 -0.415904 0.632168 0.939655
internal_weight=0 17707 355 313 67 246 17352 2468 239 213 155 2229 113 91 56 14884 126 72 14758 7884 2116 1527 229 1298 772 181 137 111 2187 1941
internal_count=678013 17707 355 313 67 246 17352 2468 239 213 155 2229 113 91 56 14884 126 72 14758 7884 2116 1527 229 1298 772 181 137 111 2187 1941
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2097184 626816 2 393216 66050 2 1882240 2 16400 16648
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=13
split_feature=11 10 13 12 12 13 12 12 14 13 12 12 12 14 13 12 12 14 12 13 12 12 12 13 14 13 14 12 12 14
split_gain=7626.21 78582.6 513152 974371 1.57046e+06 256715 463124 942857 795511 1.33658e+06 840439 296939 278392 2.6909e+06 396245 322248 2.31533e+06 1.70677e+06 309068 1.13188e+06 761013 266535 676551 613469 898366 589433 293327 249775 329592 426773
threshold=3.5000000000000004 1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 1 7.5000000000000009 3.5000000000000004 2 3 4.5000000000000009 1.5000000000000002 2.5000000000000004 4 5 11.500000000000002 12.500000000000002 6 5.5000000000000009 7 3.5000000000000004 7.5000000000000009 8.5000000000000018 8 9 10 11 7.5000000000000009 5.5000000000000009 12
decision_type=2 2 9 2 2 9 2 2 1 9 2 2 2 1 9 2 2 1 2 9 2 2 2 9 1 9 1 2 2 1
left_child=-1 -2 3 -3 -5 11 7 -7 9 -9 -10 -4 13 -13 -14 18 17 -17 19 -16 -21 25 23 24 -23 26 -20 28 -6 -30
right_child=1 2 5 4 27 6 -8 8 10 -11 -12 12 14 -15 15 16 -18 -19 21 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0057817664187788977 0.034657099271251886 -18.06445261001587 -2.4559917074839275 26.49733779907227 2.2240337706448741 -3.321290809409787 -2.7668358329928502 9.495229395990787 17.041903050740562 -2.7979613358918431 3.4872482985079643 -5.4867842132980762 -3.2457714801063084 14.954870873166804 -0.98256727972774649 16.73569191030208 -0.96395417188512544 -5.8800709036893624 3.5572250365446778 -1.958113057272775 11.740969859012942 3.9728543778540386 -1.6823201151198994 -0.42488853182111469 23.190866088867189 -5.6235358604095271 -3.7442847711899705 -0.45487582797095893 3.6046713147844587 21.988704946766731
leaf_weight=522892 148363 20 450 30 114 495 1171 105 63 373 167 148 324 114 554 149 593 43 156 56 147 71 657 130 37 308 85 147 28 23
leaf_count=522892 148363 20 450 30 114 495 1171 105 63 373 167 148 324 114 554 149 593 43 156 56 147 71 657 130 37 308 85 147 28 23
internal_value=0 0.0194665 -0.314022 3.29832 4.64405 -0.522813 -1.3455 0.0268525 2.36772 0.042536 7.20005 -0.0350887 0.269798 3.40768 0.0214222 0.385512 2.12631 11.6707 -0.233601 1.40304 7.58811 -1.09159 -0.027524 4.54055 9.66216 -2.82627 0.94288 2.54277 5.2134 11.8955
internal_weight=0 155121 6758 362 342 6396 2374 1203 708 478 230 4022 3572 262 3310 2986 785 192 2201 757 203 1444 895 238 108 549 241 312 165 51
internal_count=678013 155121 6758 362 342 6396 2374 1203 708 478 230 4022 3572 262 3310 2986 785 192 2201 757 203 1444 895 238 108 549 241 312 165 51
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=536576 1067653 2 80 2 16896 2 1048577 1 2 1048576 2 2
is_linear=0
shrinkage=0.1


Tree=843
num_leaves=31
num_cat=9
split_feature=12 13 9 13 14 11 11 2 11 14 12 13 12 11 11 14 14 12 4 12 13 11 11 11 9 13 11 12 11 11
split_gain=7860.12 57753.6 189199 261711 168451 631787 205961 153444 292241 581223 198227 183821 216070 308861 298052 356136 149013 145991 140663 616112 1.08726e+06 1.54949e+06 1.44621e+06 1.22611e+06 130641 292064 960355 1.36217e+06 659420 756188
threshold=1.5000000000000002 0 1.0000000180025095e-35 1 2 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 3 1.0000000180025095e-35 4 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 5 6 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 8 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002
decision_type=2 9 2 9 1 2 2 2 2 1 2 9 2 2 2 1 1 2 2 2 9 2 2 2 2 9 2 2 2 2
left_child=1 2 -1 4 6 -6 17 18 11 10 -10 -9 13 -13 -14 -16 -5 -4 24 -20 22 -22 -21 -24 -3 26 -26 -28 29 -27
right_child=-2 7 3 16 5 -7 -8 8 9 -11 -12 12 14 -15 15 -17 -18 -19 19 20 21 -23 23 -25 25 28 27 -29 -30 -31
leaf_value=-0.0089763606995435716 -0.0052297744550965711 0.048358616019401862 -9.0013285333460029 -1.6814990135095376 -1.9432760249867158 -17.598337993106327 2.4650845303254969 -2.916519085305636 6.9296341635964147 -0.21109643042842047 17.809471500621125 8.4009343217920378 -3.7823438962300622 -3.5352032831582161 0.35064427087891781 11.183722266344958 0.44478068056075193 -1.6299016233803572 -2.6119371457596046 -9.8690487452915736 23.847249784923736 -5.71243977295725 39.127294722847324 11.907724942999373 -0.83370460203865115 -3.5771336716518065 -3.9736586182205764 24.321757540495501 -4.2935428813968537 4.2641702247809059
leaf_weight=76495 548990 48898 44 582 85 37 68 112 33 79 34 27 36 110 53 71 760 69 173 21 21 114 23 59 114 171 27 46 223 438
leaf_count=76495 548990 48898 44 582 85 37 68 112 33 79 34 27 36 110 53 71 760 69 173 21 21 114 23 59 114 171 27 46 223 438
internal_value=0 0.0221997 -0.0317909 -1.09289 -3.69717 -6.69112 -1.8834 0.105098 1.75878 5.59947 12.4507 0.387779 1.67563 -1.18283 4.2279 6.55346 -0.473816 -4.50019 0.0868822 1.9293 5.23028 -1.03742 12.3472 19.5425 0.0717124 1.19237 4.65213 13.8563 0.35458 2.06242
internal_weight=0 129023 78140 1645 303 122 181 50883 555 146 67 409 297 137 160 124 1342 113 50328 411 238 135 103 82 49917 1019 187 73 832 609
internal_count=678013 129023 78140 1645 303 122 181 50883 555 146 67 409 297 137 160 124 1342 113 50328 411 238 135 103 82 49917 1019 187 73 832 609
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=2757041 4352 2 2 57344 2 2 1081408 34816
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=9
split_feature=13 12 7 13 11 14 11 9 13 11 10 11 12 13 14 12 11 13 11 12 11 12 13 12 11 11 12 12 11 14
split_gain=8732.66 78549.7 261802 241275 317835 316804 166407 110836 219808 133106 97332.2 324144 624914 968573 1.08413e+06 922260 1.71796e+06 1.73095e+06 3.73299e+06 772626 2.01693e+06 1.39516e+06 1.32041e+06 1.54714e+06 3.14245e+06 774900 962546 629678 572214 1.83452e+06
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1 2.5000000000000004 2 3.5000000000000004 1.0000000180025095e-35 3 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 4 5 2.5000000000000004 3.5000000000000004 6 2.5000000000000004 2.5000000000000004 3.5000000000000004 3.5000000000000004 7 3.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 8
decision_type=9 2 2 9 2 1 2 2 9 2 2 2 2 9 1 2 2 9 2 2 2 2 9 2 2 2 2 2 2 1
left_child=-1 2 7 -4 -5 -6 -7 -2 9 -9 -3 -12 13 28 15 16 17 -15 -19 25 22 -22 23 24 -21 26 -16 -20 -13 -30
right_child=1 10 3 4 5 6 -8 8 -10 -11 11 12 -14 14 19 -17 -18 18 27 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0085965090698953712 0.3359080302468449 -0.015985003414831122 1.3655328135006131 -0.23582921788662295 -0.082630265345338919 -8.6001195335388196 -3.5138612843361225 0.73265301930276971 0.65501425829479254 -6.0794286240879289 -0.92125940279468255 7.5910919121152851 -0.11790713000043461 1.0936712148238203 11.937434902596982 -2.6522694891351724 -8.1093477087505796 -1.4521177526105915 23.418355051676432 30.343878298900165 1.3692600970901549 19.826709717743157 -4.2580530552531402 1.3599460956092193 -7.2459880937848773 -3.8538202599918145 -1.1830883744834126 44.307021193350522 7.2932378672678544 -8.3168817735754939
leaf_weight=431307 17554 216790 246 395 122 140 119 38 226 117 1840 377 5630 284 94 1071 118 57 27 61 60 129 205 214 35 255 138 31 218 115
leaf_count=431307 17554 216790 246 395 122 140 119 38 226 117 1840 377 5630 284 94 1071 118 57 27 61 60 129 205 214 35 255 138 31 218 115
internal_value=0 0.0149921 0.210573 -1.34621 -2.19516 -4.28411 -6.26319 0.299284 -1.38811 -4.14214 -0.00128675 0.289473 0.53377 1.58534 0.72999 -0.977898 2.49067 5.62552 15.3843 3.0133 5.1317 13.9672 1.88915 5.90124 16.6392 -0.0490174 4.13299 34.583 4.85462 1.90236
internal_weight=0 246706 18957 1022 776 381 259 17935 381 155 227749 10959 9119 3489 2779 1588 517 399 115 1191 704 189 515 310 96 487 232 58 710 333
internal_count=678013 246706 18957 1022 776 381 259 17935 381 155 227749 10959 9119 3489 2779 1588 517 399 115 1191 704 189 515 310 96 487 232 58 710 333
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1368279 590112 2 526600 2101256 2 720896 131360 2
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=10
split_feature=12 13 11 3 8 12 12 14 14 10 10 3 12 13 0 12 11 9 14 13 8 14 14 10 14 7 2 11 6 14
split_gain=8385.18 49462.6 347995 1.32058e+06 939897 3.65076e+06 5.60892e+06 1.01118e+07 544925 840875 544133 512766 554347 711694 1.31655e+06 1.89941e+06 3.36706e+06 3.33896e+06 6.531e+06 6.20857e+06 6.22615e+06 1.12097e+07 4.18946e+06 2.17019e+06 1.68305e+06 1.60826e+06 1.37282e+06 1.09697e+06 809003 989570
threshold=3.5000000000000004 0 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 4 5 1.0000000180025095e-35 6 7 1.0000000180025095e-35 8 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 9
decision_type=2 9 2 2 2 2 2 1 1 2 2 2 2 9 2 2 2 2 1 9 2 1 1 2 1 2 2 2 2 1
left_child=1 2 11 4 8 -6 7 -7 9 -4 -10 12 -1 14 15 16 24 19 -19 20 22 -22 -18 -21 -14 -24 -26 -17 29 -29
right_child=-2 -3 3 -5 5 6 -8 -9 10 -11 -12 -13 13 -15 -16 27 17 18 -20 23 21 -23 25 -25 26 -27 -28 28 -30 -31
leaf_value=-0.030822206151899425 0.0081759604614427706 -0.042946751414215029 -0.55488012813853815 0.72642833640560467 3.7507515048980715 -62.250657070807691 1.3003638960280508 -1.0428027343749999 -1.6169428743039527 5.8042578467300965 -7.0350695711101983 -0.1543355840451347 5.2407251805671988 0.14088960599816719 -0.52806616421831676 2.0374037003009531 0.8403779053989846 1.4347461337134952 59.055360660037479 -9.2880629449828067 85.537737630208341 -4.1727031707763675 12.292967312761363 25.031592960357667 -1.7142923293560459 27.17159940279447 15.087628660015032 0.0083960348017075494 1.7111941660330192 -7.3948527736942502
leaf_weight=12159 439605 173591 2900 5585 200 53 106 55 3136 224 197 25048 739 7064 2266 1820 316 42 37 234 30 26 241 20 1046 104 51 340 393 385
leaf_count=12159 439605 173591 2900 5585 200 53 106 55 3136 224 197 25048 739 7064 2266 1820 316 42 37 234 30 26 241 20 1046 104 51 340 393 385
internal_value=0 -0.0151148 0.0594214 -0.415638 -1.34395 -5.96292 -15.0411 -31.08 -1.0478 -0.0989112 -1.93719 0.172443 0.472123 0.875668 1.51521 2.31281 4.13493 8.65161 28.4216 7.04313 11.7079 43.8865 9.15887 -6.33627 1.55186 16.7781 -0.933164 0.522944 -1.94245 -3.92298
internal_weight=0 238408 64817 12456 6871 414 214 108 6457 3124 3333 52361 27313 15154 8090 5824 2886 1050 79 971 717 56 661 254 1836 345 1097 2938 1118 725
internal_count=678013 238408 64817 12456 6871 414 214 108 6457 3124 3333 52361 27313 15154 8090 5824 2886 1050 79 971 717 56 661 254 1836 345 1097 2938 1118 725
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2306380 2 2 131396 2 131072 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=846
num_leaves=31
num_cat=10
split_feature=11 2 13 12 12 12 14 12 12 13 12 12 14 14 12 12 12 12 14 13 12 14 12 14 12 12 12 14 12 12
split_gain=9524.49 85793.5 5.1995e+06 9.35598e+06 9.47573e+07 3.99157e+06 1.94123e+06 1.08898e+06 1.01535e+06 370346 1.67299e+06 1.39103e+06 3.19627e+06 921575 1.0104e+06 1.2884e+06 752089 2.8209e+06 6.89167e+06 976697 1.53247e+06 1.16933e+07 2.28932e+07 3.46054e+06 2.65074e+06 2.01988e+06 1.81599e+06 590940 480989 455820
threshold=3.5000000000000004 1.0000000180025095e-35 0 6.5000000000000009 7.5000000000000009 4.5000000000000009 1 1.5000000000000002 12.500000000000002 2 6.5000000000000009 8.5000000000000018 3 4 12.500000000000002 11.500000000000002 7.5000000000000009 6.5000000000000009 5 6 2.5000000000000004 7 3.5000000000000004 8 1.5000000000000002 1.5000000000000002 4.5000000000000009 9 5.5000000000000009 1.0000000180025095e-35
decision_type=2 2 9 2 2 2 1 2 2 9 2 2 1 1 2 2 2 2 1 9 2 1 2 1 2 2 2 1 2 2
left_child=-1 -2 3 5 -5 7 8 -3 -6 10 27 12 -12 14 15 -13 17 19 -19 -11 23 22 -22 25 29 -21 -24 -4 -28 -25
right_child=1 2 9 4 6 -7 -8 -9 -10 16 11 13 -14 -15 -16 -17 -18 18 -20 20 21 -23 26 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0064677383365874617 0.032514265730462753 11.207719114499215 -14.936978393647729 -221.75994567871095 -22.270931793212892 34.593844451904296 8.4379880337488089 -9.5401216030120857 -3.4397486665355625 -0.85957033534844729 45.846165532651156 0.34257006549835212 -5.8083647460937504 6.5261705613838945 1.9302444290470433 -30.890517915998188 -0.18339663301826614 -6.7060566737734035 41.43954923035669 -6.2896612709760671 130.40896326700849 -9.2868434650708078 -14.902819213867188 8.4424540346083443 40.697672080993655 -41.144423949200174 11.894426600138347 -4.0467744305377868 32.892196655273438 -7.9256124990957764
leaf_weight=522892 151937 39 82 22 50 40 84 72 67 602 23 25 25 123 74 28 1204 58 61 60 21 113 20 46 24 23 24 127 20 27
leaf_count=522892 151937 39 82 22 50 40 84 72 67 602 23 25 25 123 74 28 1204 58 61 60 21 113 20 46 24 23 24 127 20 27
internal_value=0 0.0217485 -0.491984 -11.4062 -24.7262 7.50971 -3.16029 -2.25034 -11.4873 0.997693 -1.43198 3.35047 18.9428 0.356747 -5.61836 -16.1579 1.53646 3.43461 17.9736 1.66916 5.57173 11.79 39.8099 -0.958866 11.8671 -15.9482 10.0821 -8.31949 21.4389 2.38851
internal_weight=0 155121 3184 374 223 151 201 111 117 2810 507 298 48 250 127 53 2303 1099 119 980 378 198 85 180 97 83 64 209 44 73
internal_count=678013 155121 3184 374 223 151 201 111 117 2810 507 298 48 250 127 53 2303 1099 119 980 378 198 85 180 97 83 64 209 44 73
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=16400 2 268428 2 2 2 1048577 2 2 2
is_linear=0
shrinkage=0.1


Tree=847
num_leaves=31
num_cat=3
split_feature=11 13 14 1 8 12 12 1 12 13 8 12 3 12 12 12 12 12 12 0 0 6 12 12 12 3 0 12 0 12
split_gain=9039.23 102990 731864 6.28486e+06 3.0999e+06 3.59459e+07 2.0174e+06 1.80579e+06 1.71452e+07 438318 1.88299e+06 4.18409e+06 540940 2.0999e+06 658996 651382 761920 957242 859547 4.16822e+06 2.0164e+06 1.60854e+06 423764 372162 353020 499036 604624 274032 266523 242533
threshold=1.0000000180025095e-35 0 1 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 8.5000000000000018 1.0000000180025095e-35 2.5000000000000004 2 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 9.5000000000000018 3.5000000000000004 9.5000000000000018 7.5000000000000009 6.5000000000000009 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 19.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 1.0000000180025095e-35 6.5000000000000009
decision_type=2 9 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 24 6 -6 9 -9 12 29 22 14 -14 -4 16 17 -16 19 21 -20 -18 -12 27 25 26 -1 -10 -17 -11
right_child=-2 -3 7 -5 5 -7 -8 8 23 10 11 -13 13 -15 15 28 18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=20.849216150054161 -0.004925817804249201 0.0018695466132243048 -1.3285710143786604 41.543648939866287 -1.9270218019900114 129.00677390720534 -35.586498781045279 -97.247102241516117 3.1495515659451487 -1.9370675168752332 11.453615796267988 -51.098621749877935 -0.25229754597813298 -30.510774421691895 6.1325128572654002 2.6909256008183848 46.457120261589694 -6.5557886247511039 -7.4041452054624202 -14.224432048091183 24.593667087247297 13.034978612263998 -8.0755424003601082 -7.4023022880554201 0.034998133011424445 0.69433360400952804 -1.0629341316223144 16.087004288760099 -2.8506729878791393 0.4930105285863487
leaf_weight=34 574056 97681 372 39 69 23 24 20 64 707 20 24 517 24 261 214 36 77 54 27 31 24 25 25 2302 95 20 22 146 980
leaf_count=34 574056 97681 372 39 69 23 24 20 64 707 20 24 517 24 261 214 36 77 54 27 31 24 25 25 2302 95 20 22 146 980
internal_value=0 0.0271207 0.419463 1.70163 1.09632 17.07 -10.6133 -0.48984 -12.0192 -0.0630682 -1.18094 -17.3795 1.03867 -1.59463 2.19407 3.70031 5.99923 3.24198 11.4175 18.405 4.26565 33.0883 0.604083 3.33719 0.340327 5.05756 12.7336 6.45913 0.4435 -0.525404
internal_weight=0 103957 6276 2606 2567 116 93 3670 131 3539 1756 69 1783 541 1242 870 510 338 172 87 85 60 45 111 2451 149 54 86 360 1687
internal_count=678013 103957 6276 2606 2567 116 93 3670 131 3539 1756 69 1783 541 1242 870 510 338 172 87 85 60 45 111 2451 149 54 86 360 1687
cat_boundaries=0 1 2 3
cat_threshold=4132 2 36
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=10
split_feature=12 13 7 13 11 14 13 12 13 12 11 12 11 11 14 12 11 11 11 14 13 11 14 11 11 13 4 12 11 11
split_gain=8137.58 53396.2 185791 1.50461e+06 553463 946975 1.06014e+06 869325 448186 1.10871e+06 1.56785e+06 1.0379e+06 633556 607721 1.21086e+06 432634 301689 239608 445527 428031 196677 437620 247943 195860 327049 171948 233937 595535 596259 536096
threshold=1.5000000000000002 0 1.0000000180025095e-35 1 3.5000000000000004 2 3 1.0000000180025095e-35 4 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 5 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 3.5000000000000004 6 7 1.5000000000000002 8 2.5000000000000004 3.5000000000000004 9 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002
decision_type=2 9 2 9 2 1 9 2 9 2 2 2 2 2 1 2 2 2 2 1 9 2 1 2 2 9 2 2 2 2
left_child=1 -1 25 8 16 15 7 -7 9 10 -4 20 -13 14 -14 -6 -5 -15 -19 -20 -10 -22 -23 -24 -25 -3 -27 -28 -29 -30
right_child=-2 2 3 4 5 6 -8 -9 11 -11 -12 12 13 17 -16 -17 -18 18 19 -21 21 22 23 24 -26 26 27 28 29 -31
leaf_value=-0.047684649306133739 -0.0053220660949364444 -0.18481593392320794 3.1876044667285424 -1.0335089013722665 1.2991609998777802 1.3989498487332972 -4.1882483020424841 11.349010132481814 0.4950046516645073 0.59608721892038985 30.080724204458843 -0.33667439442760538 -4.1891893523080013 5.5021090648071569 15.341345305809609 -7.1653051273242854 -3.8473837837378184 -0.5533868092592521 -2.8628368956702097 11.796695413451264 5.3980339710529037 0.68818495078165032 -3.7798025673314144 -14.874763958270734 0.17244566679000856 0.13386918087006225 -1.973988809997653 21.6372897755016 -9.0987868455740131 6.3135978152180279
leaf_weight=58826 548990 22569 46 1044 102 164 118 189 495 105 41 265 42 441 130 148 600 223 28 69 52 61 95 52 20 42717 162 22 26 171
leaf_count=58826 548990 22569 46 1044 102 164 118 189 495 105 41 265 42 441 130 148 600 223 28 69 52 61 95 52 20 42717 162 22 26 171
internal_value=0 0.0225874 0.0814714 0.700892 -1.04298 1.26261 3.90296 6.54102 2.59867 7.14123 15.8614 2.12284 3.97834 5.20393 10.5723 -3.7118 -2.06047 3.99059 1.90752 7.56508 -0.71802 -2.78084 -4.76816 -6.7612 -10.695 0.0387534 0.155836 2.62281 6.02318 4.27948
internal_weight=0 129023 70197 4530 2365 721 471 353 2165 192 87 1973 1198 933 172 250 1644 761 320 97 775 280 228 167 72 65667 43098 381 219 197
internal_count=678013 129023 70197 4530 2365 721 471 353 2165 192 87 1973 1198 933 172 250 1644 761 320 97 775 280 228 167 72 65667 43098 381 219 197
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2752929 339988 2 1083392 327684 2 2 16 2 339984
is_linear=0
shrinkage=0.1


Tree=849
num_leaves=31
num_cat=5
split_feature=11 2 13 12 14 12 12 12 12 12 12 14 12 12 13 1 12 14 12 12 12 8 0 3 12 6 12 12 12 6
split_gain=7657.31 95934.4 313369 298331 203698 1.24332e+06 875890 1.39931e+06 368098 3.02843e+06 561339 148286 185935 118021 111505 307759 2.04342e+06 282225 531410 2.01964e+06 1.66145e+06 499271 388732 506481 595357 1.17578e+06 792927 499925 458010 436729
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0 15.500000000000002 1 15.500000000000002 9.5000000000000018 6.5000000000000009 17.500000000000004 16.500000000000004 12.500000000000002 2 7.5000000000000009 13.500000000000002 3 1.0000000180025095e-35 3.5000000000000004 4 9.5000000000000018 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 2.5000000000000004 16.500000000000004 18.500000000000004 1.0000000180025095e-35
decision_type=2 2 9 2 1 2 2 2 2 2 2 1 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 11 6 -6 7 -4 9 10 -8 13 -13 -3 15 17 -17 22 19 -19 -21 -20 23 24 25 26 -1 -24 -29 -26
right_child=-2 2 4 -5 5 -7 8 -9 -10 -11 -12 12 -14 -15 -16 16 -18 18 21 20 -22 -23 27 -25 29 -27 -28 28 -30 -31
leaf_value=-19.382375370372429 -0.0045381567373086636 -2.1126769747052871 2.2656668763534697 -15.422064411072505 -0.36663109390749099 -21.851561999320985 7.7388823072449497 -17.082691603191829 -1.8445157906588385 38.931073486328131 -1.3927520204359487 -2.0404204130073391 -9.695324433500117 5.5972472906112678 0.022191768149133925 29.479045002277083 -6.0335176336210834 0.7122062853336335 -3.2050127871417646 25.540812752463601 2.6475086212158203 11.847887404759724 0.40558850337297492 1.2738936209045681 -6.6346480275144675 -25.396632137814084 3.3309951380625664 22.220266792990945 1.5735746202014742 2.3773996344856596
leaf_weight=22 574056 84 102 21 708 28 119 59 85 25 155 75 55 26 100472 26 43 625 269 66 61 24 234 226 101 37 51 22 21 115
leaf_count=22 574056 84 102 21 708 28 119 59 85 25 155 75 55 26 100472 26 43 625 269 66 61 24 234 226 101 37 51 22 21 115
internal_value=0 0.0249572 -0.757931 -3.84529 -0.0981068 -1.18399 1.36654 -4.82473 3.96235 5.61313 2.57318 -2.99255 -5.27903 -0.290331 0.0367446 0.785114 7.34803 0.54766 1.64069 3.0483 14.5448 -1.97201 -0.830165 -2.36414 -4.88621 -10.8746 -3.51413 2.22671 12.137 -1.83657
internal_weight=0 103957 1542 261 1281 736 545 161 384 299 274 240 130 110 102415 1943 69 1874 1045 752 127 293 829 552 326 110 73 277 43 216
internal_count=678013 103957 1542 261 1281 736 545 161 384 299 274 240 130 110 102415 1943 69 1874 1045 752 127 293 829 552 326 110 73 277 43 216
cat_boundaries=0 1 2 3 4 5
cat_threshold=1216544 2 2 32 2
is_linear=0
shrinkage=0.1


Tree=850
num_leaves=31
num_cat=5
split_feature=11 13 12 12 14 7 0 6 1 12 0 12 12 12 13 6 12 2 4 14 3 14 12 7 12 8 1 1 12 12
split_gain=7592.28 87010.2 408936 1.19935e+06 1.51795e+06 1.47337e+06 2.13079e+06 2.60603e+06 937123 1.60063e+06 354775 264558 469960 924503 1.9316e+06 2.03197e+06 623307 2.45748e+06 1.46038e+06 2.62675e+06 614430 1.0571e+06 1.65071e+06 476454 364116 675424 667917 357502 484858 690734
threshold=3.5000000000000004 0 18.500000000000004 17.500000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 1.0000000180025095e-35 14.500000000000002 8.5000000000000018 7.5000000000000009 2 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 4 11.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 13.500000000000002
decision_type=2 9 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 6 7 -5 -4 -10 11 12 13 16 15 -15 24 18 -18 -20 27 -22 -23 -16 25 26 -2 -14 -29 -30
right_child=1 -3 8 4 -6 -7 -8 -9 9 -11 -12 -13 20 14 23 -17 17 -19 19 -21 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0057777762189693306 -0.50150560494960383 0.054947215645681925 1.255597865296777 -42.956578447553852 3.8708651241868042 13.114626197814943 -3.7610744476318363 -5.6269244909286504 37.567450942993162 1.0454456427662324 -0.8138052845984558 1.5078299919480846 -0.73086714437730349 2.6230291085165058 -1.7363348083192134 16.815108450068987 -2.1852631964592297 28.091480629260726 7.5890970956711543 -38.523963759740198 -1.8628812830969199 -5.6902579746549096 -36.059645202636716 6.5731699132919319 0.47257084890889323 -15.553058750398698 -15.277371775719429 -2.8712983181602079 10.862788738069082 -6.8141713006155831
leaf_weight=522892 2328 126620 471 45 86 20 75 32 20 30 5916 1192 4480 244 502 172 993 26 21 30 302 63 25 80 11077 31 31 76 105 28
leaf_count=522892 2328 126620 471 45 86 20 75 32 20 30 5916 1192 4480 244 502 172 993 26 21 30 302 63 25 80 11077 31 31 76 105 28
internal_value=0 0.0194143 -0.138417 -0.190154 -6.97675 -12.4006 -15.7578 -27.443 2.63743 15.6542 -0.126993 0.0593402 -0.0244184 0.248594 3.19282 8.29159 0.0464665 -2.27658 -3.03287 -19.5362 -0.859475 -4.67325 -14.3179 -0.584099 0.23104 -0.888388 -0.695678 -0.542271 3.50037 7.14132
internal_weight=0 155121 28501 27980 258 172 152 77 521 50 27722 21806 20614 15535 998 416 14537 1070 1044 51 5079 390 88 582 13467 2390 2359 4689 209 133
internal_count=678013 155121 28501 27980 258 172 152 77 521 50 27722 21806 20614 15535 998 416 14537 1070 1044 51 5079 390 88 582 13467 2390 2359 4689 209 133
cat_boundaries=0 1 2 3 4 5
cat_threshold=825760 2 4224 2 2
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=12
split_feature=12 12 6 13 13 5 14 2 2 11 0 9 13 13 11 11 11 11 11 13 14 14 11 11 7 13 14 11 13 13
split_gain=9376.13 87933 602742 1.29642e+06 908254 1.72959e+06 705663 3.79081e+06 1.10536e+06 980654 2.66412e+06 931296 746413 666422 638719 635299 553152 594850 1.77833e+06 1.62924e+06 1.24015e+06 663723 448939 408586 901028 329222 480197 330688 401392 378620
threshold=8.5000000000000018 9.5000000000000018 1.0000000180025095e-35 0 1 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 4 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 5 6 7 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 8 9 1.5000000000000002 10 11
decision_type=2 2 2 9 9 2 1 2 2 2 2 2 9 9 2 2 2 2 2 9 1 1 2 2 2 9 1 2 9 9
left_child=-1 2 4 16 -2 6 7 9 11 10 -6 13 14 -8 -13 -16 -4 18 19 21 -20 -18 -23 -11 -25 -5 -27 28 -28 -29
right_child=1 -3 3 25 5 -7 8 -9 -10 23 -12 12 -14 -15 15 -17 17 -19 20 -21 -22 22 -24 24 -26 26 27 29 -30 -31
leaf_value=-0.00917449380634793 0.7127672240906181 -0.0070304029468272605 -1.7824899920295267 -1.7745713450914788 -2.427563574208933 -30.414188790321351 2.5185054065035537 -31.743492326071095 12.442692632932921 -3.5447135856043754 25.481207529703777 -0.18576226667924362 -0.44775512695312503 -2.3736597402390891 21.480203561934218 2.639797882080078 3.2578573724497923 -0.39354537410297619 30.878747044053188 -1.726638366461728 9.0542736804846555 6.169465983997692 22.946436290083263 -1.4051687471516483 14.797831911918445 -1.5237974256744282 2.0532232937452344 -1.9163518688851788 -2.9501431078524205 0.81834397113656587
leaf_weight=421914 19239 224177 170 2713 119 20 375 43 74 995 48 33 115 1008 63 25 46 174 43 247 66 22 58 286 39 2424 1293 982 175 1027
leaf_count=421914 19239 224177 170 2713 119 20 375 43 74 995 48 33 115 1008 63 25 46 174 43 247 66 22 58 286 39 2424 1293 982 175 1027
internal_value=0 0.0150813 0.170364 -0.500219 0.451935 -1.09426 -0.915718 -2.47223 0.490931 -1.62578 5.59412 -0.0553507 5.75063 -1.0461 10.7872 16.1278 3.26149 4.61834 6.4276 3.14407 17.6639 11.8859 18.3328 -2.53921 0.539191 -0.863714 -0.442651 0.3098 1.45066 -0.523842
internal_weight=0 256099 31922 9440 22482 3243 3223 1530 1693 1487 167 1619 236 1383 121 88 826 656 482 373 109 126 80 1320 325 8614 5901 3477 1468 2009
internal_count=678013 256099 31922 9440 22482 3243 3223 1530 1693 1487 167 1619 236 1383 121 88 826 656 482 373 109 126 80 1320 325 8614 5901 3477 1468 2009
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=2179176 1980565 2 16480 2097440 65608 2 2 143361 2 2064 2576
is_linear=0
shrinkage=0.1


Tree=852
num_leaves=31
num_cat=10
split_feature=1 13 12 12 14 12 12 13 11 11 13 12 11 13 13 12 11 14 12 14 12 11 12 12 14 12 11 12 12 14
split_gain=8333.21 148012 1.06781e+06 5.69511e+06 4.01016e+06 3.09963e+06 125155 1.38709e+06 1.64614e+06 536720 500657 2.13618e+06 4.07662e+06 467757 283900 709893 8.75042e+06 8.01222e+06 6.70732e+06 6.68754e+07 3.52807e+06 878645 1.06092e+06 3.74466e+06 986787 468927 420152 5.12175e+06 1.26342e+06 4.06698e+06
threshold=1.0000000180025095e-35 0 2.5000000000000004 1.5000000000000002 1 9.5000000000000018 1.5000000000000002 2 2.5000000000000004 2.5000000000000004 3 1.0000000180025095e-35 1.5000000000000002 4 5 18.500000000000004 3.5000000000000004 6 17.500000000000004 7 21.500000000000004 1.5000000000000002 6.5000000000000009 4.5000000000000009 8 3.5000000000000004 3.5000000000000004 16.500000000000004 2.5000000000000004 9
decision_type=2 9 2 2 1 2 2 9 2 2 9 2 2 9 9 2 2 1 2 1 2 2 2 2 1 2 2 2 2 1
left_child=-1 2 3 -2 5 -4 7 8 -3 10 11 -9 -13 -11 15 18 17 -17 21 -20 -18 22 23 25 -24 -8 28 -28 29 -23
right_child=1 6 4 -5 -6 -7 14 9 -10 13 -12 12 -14 -15 -16 16 20 -19 19 -21 -22 26 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0017966205521584271 -17.06823200952439 -0.31948949672557692 -54.739449735788199 36.738829329207135 0.40795924382438831 -3.0850132374536425 -1.2825155373775599 -8.5790984067049898 24.150818497794017 0.31803573368041499 0.85496781655880205 -5.4776639580726627 44.61509519634825 -3.8928498159000213 -0.3091305201300496 66.641955421084447 -62.593350274222239 -2.1026483048092235 170.43599881258879 -56.051320409774782 -12.393274525233679 39.239604725557221 12.694182088034495 44.887020673070637 -8.0234585576982642 16.196415386199952 -0.61509710304646337 -49.636106941916729 0.0089768147649578831 -6.8091051795265898
leaf_weight=660306 42 54 26 37 229 21 66 44 56 605 1055 32 33 460 12873 21 28 88 22 32 28 34 35 28 67 20 683 22 922 44
leaf_count=660306 42 54 26 37 229 21 66 44 56 605 1055 32 33 460 12873 21 28 88 22 32 28 34 35 28 67 20 683 22 922 44
internal_value=0 -0.0677186 -2.0606 8.13254 -5.05286 -31.6598 -0.0257445 0.654647 11.1266 0.0875506 1.57223 7.72716 19.954 -1.53432 -0.131766 0.932248 -5.36471 11.1417 1.46304 36.2213 -37.4933 0.485976 6.49465 13.1238 -0.914464 2.78235 -0.275239 -2.14483 1.04282 13.2634
internal_weight=0 17707 355 79 276 47 17352 2339 110 2229 1164 109 65 1065 15013 2140 165 109 1975 54 56 1921 216 114 102 86 1705 705 1000 78
internal_count=678013 17707 355 79 276 47 17352 2339 110 2229 1164 109 65 1065 15013 2140 165 109 1975 54 56 1921 216 114 102 86 1705 705 1000 78
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2097184 2 8320 2052 135185 1311234 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=8
split_feature=12 1 13 12 14 11 14 14 11 12 12 11 13 12 12 13 11 12 12 11 12 11 11 13 11 12 14 12 12 6
split_gain=8761.61 61170 207670 3.72027e+06 1.43556e+06 326327 1.77005e+06 349839 509347 192657 53852.9 52656.1 44448 70800 48926.8 77215.7 123469 67715.4 179371 82088.6 57975.2 50404.9 44014.6 35189.2 144479 174564 365812 2.29966e+06 265189 166685
threshold=19.500000000000004 1.0000000180025095e-35 0 20.500000000000004 1 3.5000000000000004 2 3 2.5000000000000004 21.500000000000004 21.500000000000004 3.5000000000000004 4 22.500000000000004 25.500000000000004 5 1.0000000180025095e-35 21.500000000000004 22.500000000000004 2.5000000000000004 21.500000000000004 1.5000000000000002 2.5000000000000004 6 1.0000000180025095e-35 21.500000000000004 7 20.500000000000004 20.500000000000004 1.0000000180025095e-35
decision_type=2 2 9 2 1 2 1 1 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 9 2 2 1 2 2 2
left_child=-1 23 3 -3 -5 7 -7 8 10 -6 -4 -11 13 -9 15 20 -17 19 -19 -18 21 -14 -16 24 25 26 28 29 -2 -28
right_child=1 2 5 4 9 6 -8 12 -10 11 -12 -13 14 -15 22 16 17 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0015269488096681652 -4.1056994094906081 35.600959603248107 -4.7755386912125228 -25.979721260070804 9.8883340794107184 21.056481768868188 -3.5082812561907555 -0.23387582898139955 -20.018625540960404 -1.3129895913329992 0.40564152189663477 3.8091179187481217 -0.084690152043881639 5.0298371517911873 0.35193616481927725 -9.2790981334188718 -6.4596786379814155 6.8155391693115241 -3.4607075598181751 1.0378435798313308 -0.82649461097187471 4.4596281569737659 4.9825977579752605 0.13076959736316593 0.022758352997413796 -0.1003599817882716 -1.3726459261618162 -31.972264862060548 5.1132050065994266 9.9059650230407712
leaf_weight=666326 83 31 47 22 23 44 88 56 21 88 35 26 46 47 65 23 40 29 41 23 144 52 30 7585 2604 257 38 29 50 20
leaf_count=666326 83 31 47 22 23 44 88 56 21 88 35 26 46 47 65 23 40 29 41 23 144 52 30 7585 2604 257 38 29 50 20
internal_value=0 0.0858136 0.825258 3.71501 -2.2681 0.118415 4.67997 -0.741301 -6.12276 1.5396 -2.56406 -0.14479 0.188715 1.97615 -0.22034 -0.711519 -2.3625 -1.34402 0.796595 -3.72249 0.432499 2.32658 1.81425 0.0150305 -0.269453 -1.87032 -3.93795 -8.97973 -0.639946 2.51653
internal_weight=0 11687 1021 190 159 831 132 699 103 137 82 114 596 103 493 398 156 133 70 63 242 98 95 10666 3081 477 220 87 133 58
internal_count=678013 11687 1021 190 159 831 132 699 103 137 82 114 596 103 493 398 156 133 70 63 242 98 95 10666 3081 477 220 87 133 58
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1122304 2 2 2 540800 2096 241731 2
is_linear=0
shrinkage=0.1


Tree=854
num_leaves=31
num_cat=6
split_feature=12 13 9 6 11 12 0 11 11 7 12 14 11 13 0 11 0 11 13 6 7 11 14 0 11 1 14 0 6 11
split_gain=8438.99 44616 57061.9 44100.4 45145 39771.9 330769 720253 64414 51094.4 43929.5 42975.3 95770.2 24550.5 57243.1 27918.8 24442.6 22432.5 53269.7 66147.1 68550.3 42269.8 41316.6 113446 53566.5 71205.2 33757.9 83102.4 29627.1 105814
threshold=28.500000000000004 0 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 27.500000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 26.500000000000004 1 2.5000000000000004 2 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 3 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 4 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 9 2 2 2 1 2 2 2 1 2 2 2
left_child=5 3 17 4 13 10 9 8 -8 -7 -1 -12 16 14 -2 -15 -13 22 26 20 21 -20 28 24 25 -24 -19 -28 -3 -30
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 11 12 -14 15 -16 -17 -18 18 19 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.00059943757909907346 0.42229912090301519 -0.66957900577247353 4.107846046195311 0.65373574470987128 -3.9911109198147146 -2.2728122731632201 3.0582316886054146 19.00264575563628 -2.708872821751763 2.6222375512123111 -0.46778589812999744 0.42715240309878094 -8.4390362620353709 -2.1158179662057335 -4.0349113022579868 1.3873243043972896 -3.7046568285335191 -0.7245382735967637 1.1155318753194001 -1.9016794054234616 -2.3699927784759427 4.8402935319476654 -1.4387353777885439 6.1715318413667903 -2.8630160074967606 4.8081731139002626 -0.60149402277810238 -8.188333251259543 -0.44831739338961518 6.2465844615813229
leaf_weight=675763 50 289 34 98 71 145 45 29 34 25 239 41 24 35 68 65 22 375 59 61 29 63 36 43 39 37 42 22 99 31
leaf_count=675763 50 289 34 98 71 145 45 29 34 25 239 41 24 35 68 65 22 375 59 61 29 63 36 43 39 37 42 22 99 31
internal_value=0 -0.226172 0.0663199 -1.14972 -1.80106 0.000531286 1.19638 5.52403 0.576187 -1.55295 3.9567e-05 -1.16051 -3.06352 -1.08778 -1.97859 0.146568 -1.0157 -0.0453116 -0.447136 0.83794 2.00017 3.03897 0.410416 1.80533 0.129021 1.72751 -1.0626 -3.20947 -0.105603 1.14816
internal_weight=0 1646 1259 387 289 676367 278 108 79 170 676089 326 87 218 118 100 63 1225 651 212 151 122 574 155 112 73 439 64 419 130
internal_count=678013 1646 1259 387 289 676367 278 108 79 170 676089 326 87 218 118 100 63 1225 651 212 151 122 574 155 112 73 439 64 419 130
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=149800 2 147488 565392 2 2
is_linear=0
shrinkage=0.1


Tree=855
num_leaves=31
num_cat=8
split_feature=12 13 11 2 12 2 13 6 12 11 14 11 3 14 13 12 7 13 11 14 12 12 3 12 4 11 12 11 13 12
split_gain=8307.8 56879.1 227232 489868 472772 387522 330797 756399 1.51556e+06 1.76154e+06 2.17967e+06 573289 355082 306596 242861 231620 185078 171213 800732 1.10116e+06 2.01158e+06 1.07766e+06 434708 227162 162784 472951 1.62049e+06 153868 554139 743011
threshold=3.5000000000000004 0 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 3 4 1.5000000000000002 1.0000000180025095e-35 5 1.0000000180025095e-35 6 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.5000000000000002 7 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 9 2 2 2 1 2 2 1 9 2 2 9 2 1 2 2 2 2 2 2 2 2 9 2
left_child=1 2 5 24 -5 6 7 17 -9 -10 -11 -8 14 -7 15 16 -13 18 22 20 -20 23 -1 -21 -4 26 -26 28 -3 -30
right_child=-2 27 3 4 -6 13 11 8 9 10 -12 12 -14 -15 -16 -17 -18 -19 19 21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=9.5133213257789606 0.0081345984653025533 0.37270400564603307 0.39718292718695192 -2.5072416243288256 -17.385999863488333 16.714087880176049 0.036143799085254329 0.85452414425936629 0.78113531955452853 10.617649788692081 52.920663670131141 -1.8740814154746976 -1.2497175367904714 2.2243899527192119 -7.9899926233611653 -5.1939961849726162 6.9190393659803604 -0.61952535681766907 1.8030773450743478 -0.19797781444731213 31.725171798314804 17.346613785714815 -1.1702224880007643 -8.9752034350139347 -7.1324888388315841 -1.3401864540286181 24.336511357625326 -0.07414867799101503 0.87297904493976697 -0.77594592653696759
leaf_weight=40 439605 30965 13802 90 28 23 2077 275 43 29 21 211 927 40 139 260 27 2551 53 105 39 33 796 41 30 82 36 170876 3620 11149
leaf_count=40 439605 30965 13802 90 28 23 2077 275 43 29 21 211 927 40 139 260 27 2551 53 105 39 33 796 41 30 82 36 170876 3620 11149
internal_value=0 -0.0150484 0.138889 0.378284 -6.03779 -0.296612 -0.360794 0.264314 4.58649 15.6219 28.3849 -1.04984 -2.49876 7.51428 -4.31643 -3.06901 -0.876543 -0.16978 0.864412 5.59599 14.4874 1.02607 -0.659048 -2.66282 0.432557 3.73138 10.0324 -0.0305445 0.132367 -0.37153
internal_weight=0 238408 21798 14068 118 7730 7667 4026 368 93 50 3641 1564 63 637 498 238 3658 1107 271 92 179 836 146 13950 148 66 216610 45734 14769
internal_count=678013 238408 21798 14068 118 7730 7667 4026 368 93 50 3641 1564 63 637 498 238 3658 1107 271 92 179 836 146 13950 148 66 216610 45734 14769
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2171208 2097224 2 2 8192 2097152 2 413749
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=10
split_feature=11 2 13 12 12 12 14 12 12 13 12 12 14 14 12 12 12 12 14 13 12 14 12 14 12 12 12 14 12 12
split_gain=9838.39 78130.2 4.19094e+06 7.58184e+06 7.67535e+07 3.23137e+06 1.55219e+06 882873 811150 327329 1.29538e+06 955127 2.63165e+06 737980 817736 1.04635e+06 606223 2.25458e+06 5.58348e+06 792033 1.23791e+06 9.47115e+06 1.85465e+07 2.80218e+06 2.14474e+06 1.63726e+06 1.4709e+06 484545 454764 456698
threshold=3.5000000000000004 1.0000000180025095e-35 0 6.5000000000000009 7.5000000000000009 4.5000000000000009 1 1.5000000000000002 12.500000000000002 2 6.5000000000000009 8.5000000000000018 3 4 12.500000000000002 11.500000000000002 7.5000000000000009 6.5000000000000009 5 6 2.5000000000000004 7 3.5000000000000004 8 1.5000000000000002 1.5000000000000002 4.5000000000000009 9 15.500000000000002 11.500000000000002
decision_type=2 2 9 2 2 2 1 2 2 9 2 2 1 1 2 2 2 2 1 9 2 1 2 1 2 2 2 1 2 2
left_child=-1 -2 3 5 -5 7 8 -3 -6 10 27 12 -12 14 15 -13 17 19 -19 -11 23 22 -22 25 -25 -21 -24 -4 29 -15
right_child=1 2 9 4 6 -7 -8 -9 -10 16 11 13 -14 28 -16 -17 -18 18 -20 20 21 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0065886549633355817 0.032362483285354716 10.097686111010038 -13.469529486865532 -199.58794137781319 -19.932601741790773 31.130461139678957 7.5230228038061231 -8.5838230927785233 -3.1011719684992265 -0.77530120720271201 40.123592725007434 0.35230472874641422 -6.7470019226074216 4.307225828245282 1.7548375360063606 -27.794453157697404 -0.16812030927578228 -6.1361292214229195 37.199708982373849 -5.6457096521059675 117.36831243605842 -8.3635290280907562 -13.420713348388672 2.1624460089696598 36.621694946289061 -37.026065656413202 19.286236398870297 -3.6082956216466706 -5.3684828928538728 19.095087439014065
leaf_weight=522892 151937 39 82 22 50 40 84 72 67 602 23 25 25 64 74 28 1204 58 61 60 21 113 20 73 24 23 44 127 28 31
leaf_count=522892 151937 39 82 22 50 40 84 72 67 602 23 25 25 64 74 28 1204 58 61 60 21 113 20 73 24 23 44 127 28 31
internal_value=0 0.0220887 -0.468163 -10.2667 -22.2574 6.76154 -2.84813 -2.02005 -10.2941 0.869427 -1.41368 2.79155 15.7118 0.310854 -5.03606 -14.5177 1.37599 3.08014 16.078 1.50183 5.01617 10.6052 35.8225 -0.853127 10.6884 -14.3415 9.06531 -7.4773 5.83165 9.13274
internal_weight=0 155121 3184 374 223 151 201 111 117 2810 507 298 48 250 127 53 2303 1099 119 980 378 198 85 180 97 83 64 209 123 95
internal_count=678013 155121 3184 374 223 151 201 111 117 2810 507 298 48 250 127 53 2303 1099 119 980 378 198 85 180 97 83 64 209 123 95
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=16400 2 268428 2 2 2 1048577 2 2 2
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=6
split_feature=1 13 14 11 11 12 12 12 11 12 12 14 11 12 13 13 12 11 12 11 11 12 12 12 11 11 12 13 11 12
split_gain=8153.7 119695 1.03151e+06 6.37744e+06 3.7524e+06 8.53635e+06 1.42248e+06 394613 157707 161740 155562 136759 813491 6.69529e+06 1.09847e+06 417868 1.03832e+06 1.90894e+07 7.4826e+06 1.98372e+07 3.59758e+06 2.60263e+06 657122 2.31679e+06 1.08399e+07 3.27207e+06 1.15762e+06 454199 1.34442e+06 1.594e+06
threshold=1.0000000180025095e-35 0 1 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 2.5000000000000004 2.5000000000000004 11.500000000000002 10.500000000000002 2 1.0000000180025095e-35 2.5000000000000004 3 4 18.500000000000004 3.5000000000000004 17.500000000000004 2.5000000000000004 2.5000000000000004 16.500000000000004 16.500000000000004 18.500000000000004 3.5000000000000004 3.5000000000000004 17.500000000000004 5 3.5000000000000004 8.5000000000000018
decision_type=2 9 1 2 2 2 2 2 2 2 2 1 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2
left_child=-1 2 3 -2 5 -4 -6 -8 10 -10 -9 12 13 -3 -15 16 18 20 21 -20 -18 -14 27 24 26 -25 -24 28 29 -17
right_child=1 11 4 -5 6 -7 7 8 9 -11 -12 -13 15 14 -16 22 17 -19 19 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.001769802277793052 46.634404076470275 -36.561011016578007 -76.252712336453527 -16.928867214604431 22.249237768990653 3.690091821726631 -15.120594902038574 -0.78978176662720834 0.41629913782669326 10.822239990234376 -9.9308803160985306 0.13980631701073673 0.96881057389757863 -6.8371046311325507 4.0578883501093364 32.841675909634297 1.8459993481636048 -71.781012332800671 -41.208440988714045 76.499830590224846 47.213107382017995 -22.388754683124777 -7.0202382099779346 -8.0444698776284316 -57.753635946134239 25.569641242424648 11.584201219061326 -0.74705606425461712 -6.5770935300053388 1.5293277224978885
leaf_weight=660306 27 57 22 38 28 34 20 83 59 20 24 12734 1804 134 249 29 44 33 22 41 29 49 79 73 41 48 58 1742 49 37
leaf_count=660306 27 57 22 38 28 34 20 83 59 20 24 12734 1804 134 249 29 44 33 22 41 29 49 79 73 41 48 58 1742 49 37
internal_value=0 -0.0669927 -1.85914 9.47434 -4.4635 -27.716 1.1012 -1.77329 -0.3381 3.05071 -2.84012 -0.0292394 -0.495441 -4.58529 0.173499 -0.0647249 0.965661 -8.66386 1.50344 35.3954 19.8685 0.351152 -1.03077 -5.38635 -12.6439 5.29005 0.856094 -0.335017 5.49373 15.2878
internal_weight=0 17707 355 65 290 56 234 206 186 79 107 17352 4618 440 383 4178 2022 106 1916 63 73 1853 2156 299 178 121 137 1857 115 66
internal_count=678013 17707 355 65 290 56 234 206 186 79 107 17352 4618 440 383 4178 2022 106 1916 63 73 1853 2156 299 178 121 137 1857 115 66
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2097184 2 2 1062976 1683523 136
is_linear=0
shrinkage=0.1


Tree=858
num_leaves=31
num_cat=15
split_feature=11 12 3 13 12 13 12 14 13 14 12 12 11 13 13 12 14 12 13 6 13 12 12 14 12 13 12 14 14 13
split_gain=9025.16 81782.3 627702 2.46733e+06 1.14058e+06 1.78683e+06 3.78183e+06 2.55057e+06 836683 1.98484e+06 2.05672e+06 667892 1.85941e+06 2.97314e+06 1.7939e+06 2.92922e+06 1.10062e+06 786185 582001 562788 567066 667243 1.40001e+06 694750 550898 960154 646243 1.65716e+06 576086 581116
threshold=3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 0 9.5000000000000018 1 6.5000000000000009 2 3 4 7.5000000000000009 6.5000000000000009 4.5000000000000009 5 6 7.5000000000000009 7 8.5000000000000018 8 1.0000000180025095e-35 9 7.5000000000000009 6.5000000000000009 10 6.5000000000000009 11 11.500000000000002 12 13 14
decision_type=2 2 2 9 2 9 2 1 9 1 2 2 2 9 9 2 1 2 9 2 9 2 2 1 2 9 2 1 1 9
left_child=-1 -2 18 4 5 6 -4 -8 9 -5 -11 12 13 16 15 -13 -7 -17 -3 20 21 22 -20 -24 25 -10 28 -28 29 -26
right_child=1 2 3 8 -6 11 7 -9 24 10 -12 14 -14 -15 -16 17 -18 -19 19 -21 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0063126239748038443 -0.046001231865206021 -0.2833684176726487 -9.1949259902491729 1.9746209713919409 0.48719307658526878 -9.166559965116484 16.345897693168826 55.928016380027486 5.9097543795010576 -3.2386957583220113 -43.932327814455391 26.182727945963542 -2.3809559155879412 12.260762660631997 -0.40634827243166644 -6.0814889907836918 10.551216346339176 9.9982577757401909 0.7076038271188736 -0.33612857481735015 0.49240370863350896 2.132943939508797 11.97851566347209 37.109990692138673 -3.4769286375443138 -3.2657299600025214 -2.2832278415606573 12.014694212873778 -7.4549330760174861 2.8233301821093875
leaf_weight=522892 83605 32607 33 58 1131 111 41 27 257 23 27 75 209 472 749 68 38 55 56 9676 23670 433 22 22 590 192 325 108 254 187
leaf_count=522892 83605 32607 33 58 1131 111 41 27 257 23 27 75 209 472 749 68 38 55 56 9676 23670 433 22 22 590 192 325 108 254 187
internal_value=0 0.021154 0.0996611 1.17676 2.98609 4.50691 16.9082 32.0623 -1.52432 -9.71301 -25.2133 3.68616 5.77774 8.52358 1.89192 10.0965 -3.87762 1.10864 0.018173 0.308386 0.56618 3.76268 11.1957 24.5443 -1.01391 2.04505 -1.959 1.283 -3.32058 -1.96906
internal_weight=0 155121 71516 5030 3009 1878 101 68 2021 108 50 1777 830 621 947 198 149 123 66486 33879 24203 533 100 44 1913 449 1464 433 1031 777
internal_count=678013 155121 71516 5030 3009 1878 101 68 2021 108 50 1777 830 621 947 198 149 123 66486 33879 24203 533 100 44 1913 449 1464 433 1031 777
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=135567 12 2 262176 2 135168 131072 2 526591 270592 2 1048640 2 2 1083456
is_linear=0
shrinkage=0.1


Tree=859
num_leaves=31
num_cat=7
split_feature=13 12 12 8 11 4 14 11 12 12 7 11 13 12 14 11 14 13 0 11 11 3 14 12 11 11 11 5 12 12
split_gain=9818.87 42655.4 102016 391120 886934 313327 287878 255362 674248 255156 226429 281693 548047 509991 506373 288882 405354 234964 916279 185697 447358 146174 120726 111939 1.078e+06 156842 105293 869325 5.57576e+06 1.66059e+07
threshold=0 16.500000000000004 13.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1 3.5000000000000004 14.500000000000002 14.500000000000002 1.0000000180025095e-35 2.5000000000000004 2 14.500000000000002 3 1.0000000180025095e-35 4 5 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 6 14.500000000000002 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 8.5000000000000018 6.5000000000000009
decision_type=9 2 2 2 2 2 1 2 2 2 2 2 9 2 1 2 1 9 2 2 2 2 1 2 2 2 2 2 2 2
left_child=-1 2 26 5 -5 10 23 9 -9 -7 17 12 13 14 -12 16 -15 18 21 -11 -21 -4 -17 24 -6 -25 27 -2 29 -29
right_child=1 -3 3 4 6 7 -8 8 -10 19 11 -13 -14 15 -16 22 -18 -19 -20 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.006879378076611091 -0.14474798406749598 0.24558645842531435 -3.2956017638697768 11.340876052456517 -0.73772947811385958 -2.2954766283131609 -7.7062544220533127 23.675446453094484 0.1249945983771355 0.55426347106695173 -17.767004853487016 0.045883542340952203 -0.26108419343680639 -1.1179907719294231 -2.3604382082819941 -2.6255994140365981 -18.789237937927247 -0.3410983004779754 19.069083982898345 15.934996556554522 -0.29398057244040748 5.8177493895093599 4.7125448503801897 1.787334181557239 22.79583624204 -4.1751936487853527 0.084953663764583298 -2.9186544227600102 -11.562249055911195 88.201767094220429
leaf_weight=511201 36934 8053 66 93 103 99 39 20 31 64 64 429 291 27 32 81 25 12346 31 35 33 24 31 142 24 64 107445 70 88 28
leaf_count=511201 36934 8053 66 93 103 99 39 20 31 64 64 429 291 27 32 81 25 12346 31 35 33 24 31 142 24 64 107445 70 88 28
internal_value=0 0.0210608 0.00967315 -0.246153 2.60615 -0.34276 0.422471 2.95613 9.36047 1.54218 -0.411942 -1.87554 -3.37152 -6.58935 -12.6315 -3.45428 -9.61378 -0.296892 3.918 4.42043 8.05917 -0.865375 -0.594506 1.37448 3.70956 -0.0651016 0.0347912 -0.110406 6.70896 23.1158
internal_weight=0 166812 158759 14194 465 13729 372 282 51 231 13447 980 551 260 96 164 52 12467 121 132 68 90 112 333 127 206 144565 37120 186 98
internal_count=678013 166812 158759 14194 465 13729 372 282 51 231 13447 980 551 260 96 164 52 12467 121 132 68 90 112 333 127 206 144565 37120 186 98
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=3551445 2 35080 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=16
split_feature=12 12 0 13 14 13 13 11 11 13 13 11 13 11 14 11 13 4 11 11 3 7 14 14 13 11 13 13 13 13
split_gain=9718.36 68194.1 489647 566857 598299 1.64652e+06 1.41213e+06 744473 1.11325e+06 1.67361e+06 1.34475e+06 455411 501340 438178 1.27088e+06 407802 314351 447318 1.75947e+06 434490 437318 413395 988740 284528 271711 253169 1.67626e+06 490678 290866 266939
threshold=8.5000000000000018 9.5000000000000018 1.0000000180025095e-35 0 1 2 3 1.5000000000000002 2.5000000000000004 4 5 2.5000000000000004 6 1.0000000180025095e-35 7 1.0000000180025095e-35 8 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 9 10 11 3.5000000000000004 12 13 14 15
decision_type=2 2 2 9 1 9 9 2 2 9 9 2 9 2 1 2 9 2 2 2 2 2 1 1 9 2 9 9 9 9
left_child=-1 2 16 13 5 25 -6 15 10 -10 -9 -7 -13 14 -4 -8 17 19 -19 -2 21 -21 -23 -22 -12 27 28 -5 -27 -28
right_child=1 -3 3 4 6 11 7 8 9 -11 24 12 -14 -15 -16 -17 -18 18 -20 20 23 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.0093329660026845607 -0.46619746296540515 -0.004110878247730646 19.783462928323186 6.1036692771044647 -0.099104094977851387 -2.9328126810527841 2.9703598148220189 10.701345752534413 -1.5794411810317843 12.158168884745816 4.2694054609892387 5.4658153220398793 -1.2343265966207042 -3.2105211014815986 -3.3392133078997648 -0.85623273352311124 0.12260383122019258 -1.1931756660502444 19.025310659993973 -4.0560141680355439 7.7737345172512917 -6.621123941260648 8.471197136679848 -5.4634239543568013 -2.1112495019183899 13.448708731441176 2.3408578958942665 0.42211965647424388 5.9698748600532818 -2.4128148464307397
leaf_weight=421914 4566 224177 34 166 2210 1419 819 473 394 104 141 136 466 558 79 422 16468 186 56 893 62 83 91 22 113 108 189 1153 229 282
leaf_count=421914 4566 224177 34 166 2210 1419 819 473 394 104 141 136 466 558 79 422 16468 186 56 893 62 83 91 22 113 108 189 1153 229 282
internal_value=0 0.0153615 0.152109 0.754023 0.966955 0.093784 1.7436 3.3817 5.14423 1.50188 7.63927 -1.94544 0.349617 -2.03029 3.61805 1.66913 -0.102725 -0.724424 3.48548 -0.903897 -2.64024 -3.18716 1.27199 4.30686 1.45832 2.03098 3.43445 1.18663 8.68515 -0.496281
internal_weight=0 256099 31922 9495 8824 4148 4676 2466 1225 498 727 2021 602 671 113 1241 22427 5959 242 5717 1151 1067 174 84 254 2127 808 1319 337 471
internal_count=678013 256099 31922 9495 8824 4148 4676 2466 1225 498 727 2021 602 671 113 1241 22427 5959 242 5717 1151 1067 174 84 254 2127 808 1319 337 471
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=115264 2 1706121 1185929 524308 16 12288 2 209440 2 2 524288 133248 9 2176 1048576
is_linear=0
shrinkage=0.1


Tree=861
num_leaves=31
num_cat=6
split_feature=12 13 1 9 14 11 11 2 8 11 11 12 7 3 0 6 2 11 14 1 13 11 11 13 12 11 13 11 12 11
split_gain=9304.21 47167.2 825107 176800 770987 1.20991e+06 210450 1.33192e+06 489756 3.60021e+06 4.16999e+06 843726 480642 889030 848164 4.72362e+06 291016 177938 99329.9 86136.4 1.10496e+06 1.28098e+06 474225 491025 1.41902e+06 2.74634e+06 388246 239970 205091 202245
threshold=1.5000000000000002 0 1.0000000180025095e-35 1.0000000180025095e-35 1 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2 1.0000000180025095e-35 3 2.5000000000000004 2.5000000000000004 4 1.0000000180025095e-35 1.5000000000000002 5 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002
decision_type=2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 9 2 2 9 2 2 2
left_child=1 2 3 6 17 -6 8 12 16 10 -10 -11 13 14 15 -8 -1 -5 -18 -3 21 -21 23 24 29 -26 -24 -28 -23 -22
right_child=-2 19 -4 4 5 -7 7 -9 9 11 -12 -13 -14 -15 -16 -17 18 -19 -20 20 22 28 26 -25 25 -27 27 -29 -30 -31
leaf_value=-0.090554806418296621 -0.005604840376498315 0.02566890994438006 -12.02159897432489 -3.6677416628057311 -1.2462524354457856 -31.449447123209637 -56.051825495844803 -27.316000399589541 -0.071392341454823816 -24.428484968705611 60.946684028988798 -0.15301298513645079 8.9844612988558676 0.91012294846351693 0.71038609134907627 0.81145868400732679 11.960504719614983 7.4339424496605293 3.5579985324074244 -0.09632493478280528 1.8304639498392743 14.240999371072522 0.28222127232125133 0.77525401394563997 -2.929729701450893 36.409040970272486 -6.1696059183009622 -1.5474415367793459 26.542182922363281 -10.785955852932402
leaf_weight=4875 548990 121001 59 22 36 21 21 20 24 22 21 41 44 297 49 48 24 42 34 54 24 23 605 1032 35 36 206 247 33 27
leaf_count=4875 548990 121001 59 22 36 21 21 20 24 22 21 41 44 297 49 48 24 42 34 54 24 23 605 1032 35 36 206 247 33 27
internal_value=0 0.0242382 -0.256748 -0.134153 -3.91544 -12.3737 -0.0512664 -2.05434 0.139067 6.80062 28.4037 -8.63016 -0.953609 -2.00728 -9.35025 -16.4948 -0.00677693 3.61774 7.0349 0.0372432 0.640548 9.98528 0.130117 1.53268 7.27951 17.0167 -1.39848 -3.57053 21.4899 -4.84882
internal_weight=0 129023 5700 5641 121 57 5520 479 5041 108 45 63 459 415 118 69 4933 64 58 123323 2322 110 2212 1154 122 71 1058 453 56 51
internal_count=678013 129023 5700 5641 121 57 5520 479 5041 108 45 63 459 415 118 69 4933 64 58 123323 2322 110 2212 1154 122 71 1058 453 56 51
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2097440 2 2 8320 34820 135185
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=8
split_feature=5 12 12 11 13 11 12 13 13 14 11 11 11 13 14 12 11 11 12 12 14 12 11 11 12 12 12 12 12 14
split_gain=9233.28 217934 1.83673e+06 1.30807e+07 859637 3.94977e+06 3.64633e+06 656981 894341 1.13818e+06 444631 366357 100987 178042 100534 94863.5 111102 241252 74265.2 73178.8 78146.2 64944.3 51804.4 111540 140311 81091.1 79590.6 51134.5 68759.6 119858
threshold=1.0000000180025095e-35 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 0 2.5000000000000004 12.500000000000002 1 2 3 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 4 5 6.5000000000000009 1.5000000000000002 2.5000000000000004 14.500000000000002 14.500000000000002 6 19.500000000000004 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 5.5000000000000009 4.5000000000000009 7
decision_type=2 2 2 2 9 2 2 9 9 1 2 2 2 9 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1
left_child=-1 7 3 -3 5 6 -4 15 10 -10 -9 -11 13 14 18 22 -17 -18 -6 20 -15 -21 25 -24 -25 -2 -26 28 29 -12
right_child=1 2 4 -5 12 -7 -8 8 9 11 27 -13 -14 19 -16 16 17 -19 -20 21 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=0.0009725816045320758 -3.3530356680193258 69.048995577904492 -64.096758728027339 -3.349328302126378 10.773432726473423 0.066616170870232902 -9.3299496558404744 -11.803083965513443 -3.3598079690427491 -15.479192106185421 -2.6022402676732046 -31.74948742675781 -0.02662022687595518 3.0245990627690365 1.7042898748231972 -8.2859698557853712 8.4676890325546275 -5.451111695260713 4.0781568177541097 -1.8912519350343822 -0.69347881025738189 3.2868317965803477 4.1215599769862683 5.2000793264462395 -3.7925104124504223 0.76511570449080768 0.51917396506597835 -2.4158903055924639 5.4076517752238686 2.6043060273914551
leaf_weight=673966 62 31 20 128 37 221 31 36 66 31 86 25 1904 152 46 25 20 33 30 147 90 29 123 52 57 209 172 65 28 91
leaf_count=673966 62 31 20 128 37 221 31 36 66 31 86 25 1904 152 46 25 20 33 30 147 90 29 123 52 57 209 172 65 28 91
internal_value=0 -0.150527 0.32054 10.7661 -0.292995 -5.5193 -30.8071 -1.29369 -4.36683 -11.3283 -1.32067 -22.7427 0.31219 1.53294 4.87284 0.504351 -2.7908 -0.198734 7.77555 0.501472 1.64184 -1.03804 0.892595 1.6101 0.510779 -0.177044 -0.55404 0.0280762 0.802992 0.0745717
internal_weight=0 4047 2866 159 2707 272 51 1181 428 122 306 56 2435 531 113 753 78 53 67 418 242 176 675 404 281 271 229 270 205 177
internal_count=678013 4047 2866 159 2707 272 51 1181 428 122 306 56 2435 531 113 753 78 53 67 418 242 176 675 404 281 271 229 270 205 177
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=33 1075225 688256 2 1523712 2 2 2
is_linear=0
shrinkage=0.1


Tree=863
num_leaves=31
num_cat=7
split_feature=13 10 11 13 12 14 12 14 12 11 12 11 12 13 12 11 12 12 12 13 12 12 12 11 14 11 12 11 12 12
split_gain=9422.74 63373.6 318347 670339 1.22573e+06 2.60778e+06 530232 797154 808376 665982 699223 645003 298503 251418 271399 229620 874503 196947 188508 181719 563177 654641 1.02766e+06 851339 1.40135e+06 1.82698e+06 388418 330468 393838 484645
threshold=0 1.0000000180025095e-35 1.5000000000000002 1 6.5000000000000009 2 12.500000000000002 3 14.500000000000002 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 14.500000000000002 4 12.500000000000002 4.5000000000000009 10.500000000000002 13.500000000000002 17.500000000000004 5 11.500000000000002 3.5000000000000004 4.5000000000000009 3.5000000000000004 6 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 7.5000000000000009
decision_type=9 2 2 9 2 1 2 1 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 9 11 18 -11 17 -12 -4 15 19 -17 -9 -8 20 21 26 23 24 -23 -26 -15 -21 -29 -30
right_child=-2 2 13 6 -6 -7 7 8 -10 10 12 -13 -14 14 -16 16 -18 -19 -20 27 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0012749490960693023 0.015040181325678787 38.522725960516162 -3.1047567083495005 -0.26159829099651927 -1.9475284830729167 -2.8352246030171715 -2.7733324414984115 22.082219870885215 1.4938227851601209 14.422736157869039 -4.5993694719278588 3.9589564583518291 4.4231325710521032 2.7964240885669405 -1.45399979218705 0.77344450729744318 17.768424109256628 12.218080618722098 3.5230805316838349 -1.9224312780911796 -4.0653599559200195 -2.360979059692863 0.6643185186109567 17.450211283365885 24.703618376133807 -0.75196407459400316 -2.5926385236088234 1.3956581484866828 -2.116471165268361 0.42352333598332453
leaf_weight=401934 259331 31 340 3403 60 30 351 48 136 57 53 55 119 161 1978 367 33 35 55 1473 281 143 2414 60 59 54 790 1149 1428 1585
leaf_count=401934 259331 31 340 3403 60 30 351 48 136 57 53 55 119 161 1978 367 33 35 55 1473 281 143 2414 60 59 54 790 1149 1428 1585
internal_value=0 -0.00921648 -0.19981 0.52686 7.57478 18.1828 0.310799 2.45709 6.96526 0.51183 4.82394 12.3574 1.64294 -0.461388 -0.383423 -0.171983 2.17553 17.9226 -1.92037 -0.269827 0.249154 0.579192 1.36629 6.7288 4.21597 12.539 -1.68029 -0.634042 -0.179583 -0.780297
internal_weight=0 418682 16748 4433 121 61 4312 909 274 635 229 138 172 12315 11975 9997 400 83 406 9597 3962 3681 2730 316 256 113 951 5635 4162 3013
internal_count=678013 418682 16748 4433 121 61 4312 909 274 635 229 138 172 12315 11975 9997 400 83 406 9597 3962 3681 2730 316 256 113 951 5635 4162 3013
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=3432663 64 2 2 262210 2097300 2
is_linear=0
shrinkage=0.1


Tree=864
num_leaves=31
num_cat=11
split_feature=12 13 11 6 13 12 14 14 13 12 12 14 12 13 12 14 12 12 14 12 13 12 12 14 12 1 12 12 9 0
split_gain=9084.28 58276.2 186270 422317 1.36538e+06 1.27566e+07 3.39638e+07 2.32754e+06 628872 914737 2.3128e+06 3.70658e+06 364132 890497 426852 2.96658e+06 2.75158e+06 4.31124e+06 844273 578704 338242 507522 1.12127e+06 1.16948e+06 294142 930909 1.85311e+06 778923 1.17513e+06 986140
threshold=8.5000000000000018 0 3.5000000000000004 1.0000000180025095e-35 1 11.500000000000002 2 3 4 11.500000000000002 10.500000000000002 5 13.500000000000002 6 15.500000000000002 7 17.500000000000004 16.500000000000004 8 14.500000000000002 9 12.500000000000002 10.500000000000002 10 18.500000000000004 1.0000000180025095e-35 19.500000000000004 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 9 2 1 1 9 2 2 1 2 9 2 1 2 2 1 2 9 2 2 1 2 2 2 2 2 2
left_child=-1 -2 -3 20 5 6 -5 -7 9 10 -6 -12 -10 14 18 16 17 -16 -14 -20 21 22 -4 -24 27 -26 -27 -22 29 -29
right_child=1 2 3 4 8 7 -8 -9 12 -11 11 -13 13 -15 15 -17 -18 -19 19 -21 24 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0089673793791304017 -0.011944579870842747 0.18125628864166415 -1.8236875320149359 133.43140902709962 -1.3788394821391385 -38.43468030041479 -19.177536493028914 0.39720641826761183 -0.042617959229023943 1.6035851418684073 -50.162946503737885 -2.1240629964404638 -1.9433438904431402 -0.4867400377931832 10.6222185711528 -5.2864337625957676 -0.24112471474541561 59.543955107658149 3.4421297963460287 18.540940926291725 -0.51082089078289739 0.85493891537189493 -35.964932060241701 -6.5619514957551033 0.42207839834902972 38.286590728759769 -1.8742179870605469 -18.258770436754354 12.483969511304585 -3.473751915252961
leaf_weight=421914 194481 50497 107 25 170 33 35 29 1621 207 29 36 147 513 43 84 45 31 60 44 6980 117 24 31 448 20 27 76 28 111
leaf_count=421914 194481 50497 107 25 170 33 35 29 1621 207 29 36 147 513 43 84 45 31 60 44 6980 117 24 31 448 20 27 76 28 111
internal_value=0 0.0149079 0.0996464 -0.270829 0.709013 10.6647 44.4095 -20.2714 0.27206 -3.1718 -7.51317 -23.5568 0.870175 2.40931 5.56975 9.102 19.2585 31.1165 2.93489 9.83009 -0.658389 -4.01967 -7.78835 -19.3923 -0.530521 1.82671 15.2155 -0.69343 -6.62187 -9.48264
internal_weight=0 256099 61618 11121 3152 122 60 62 3030 442 235 65 2588 967 454 203 119 74 251 104 7969 279 162 55 7690 495 47 7195 215 187
internal_count=678013 256099 61618 11121 3152 122 60 62 3030 442 235 65 2588 967 454 203 119 74 251 104 7969 279 162 55 7690 495 47 7195 215 187
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=3354909 64 2 2 294944 2 526336 2 2 64 2
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=9
split_feature=11 12 13 2 12 12 14 12 12 12 2 13 14 11 12 12 12 14 12 12 3 13 11 12 6 12 13 13 12 14
split_gain=9118.35 72190.6 547156 2.75105e+06 1.02342e+07 4.21515e+07 867171 681409 2.69635e+06 601092 1.19232e+06 2.07614e+06 5.07133e+06 3.85892e+06 5.15211e+06 1.37037e+07 2.06825e+06 5.84184e+06 1.15706e+06 3.32803e+06 730835 940926 770569 719936 564472 638163 1.48869e+06 1.24415e+06 1.03329e+07 2.75107e+07
threshold=3.5000000000000004 5.5000000000000009 0 1.0000000180025095e-35 7.5000000000000009 6.5000000000000009 1 12.500000000000002 11.500000000000002 8.5000000000000018 1.0000000180025095e-35 2 3 4.5000000000000009 7.5000000000000009 6.5000000000000009 7.5000000000000009 4 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 5 4.5000000000000009 7.5000000000000009 1.0000000180025095e-35 8.5000000000000018 6 7 11.500000000000002 8
decision_type=2 2 9 2 2 2 1 2 2 2 2 9 1 2 2 2 2 1 2 2 2 9 2 2 2 2 9 9 2 1
left_child=-1 -2 3 24 5 -5 7 8 -6 10 20 16 18 14 15 -14 17 -12 19 -13 -4 22 -22 -23 -3 26 -26 28 29 -27
right_child=1 2 9 4 6 -7 -8 -9 -10 -11 11 12 13 -15 -16 -17 -18 -19 -20 -21 21 23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.006271421901042862 -0.041757743291614316 -0.52560874952600656 0.35357994972553675 23.590604019165042 -2.1802421925431594 -124.65707906835219 3.925753429140364 -0.97669911146163946 -44.667709350585938 0.036838678334789897 34.522353690011158 10.087593273406334 7.2112848642710095 -4.7449645124162947 3.7023858923661082 95.155676179773678 -25.773313882010328 -18.530019662894457 9.8454084746977859 -27.34810838699341 5.2223902337611907 1.0905793929451226 -0.19570103839338682 -6.353573813763532 5.2921289664417053 120.0882730102539 -1.8489636677962082 -0.29025956367269806 -18.244241006912727 -17.259782477787564
leaf_weight=522892 83605 13001 13421 44 59 34 175 120 20 37165 35 47 37 35 38 34 35 51 51 48 1059 611 349 165 786 25 458 3516 62 35
leaf_count=522892 83605 13001 13421 44 59 34 175 120 20 37165 35 47 37 35 38 34 35 51 51 48 1059 611 349 165 786 25 458 3516 62 35
internal_value=0 0.0213366 0.0950964 -0.375865 -8.08084 -41.0302 -1.20905 -5.72458 -12.9366 0.25749 0.769671 6.08622 10.4675 24.1439 33.4202 49.3255 -4.87645 3.06106 -2.30463 -8.82729 0.629645 2.32611 3.85205 -0.486 -0.181329 0.735505 2.69069 0.0669369 9.59827 39.9686
internal_weight=0 155121 71516 18335 452 78 374 199 79 53181 16016 411 290 144 109 71 121 86 146 95 15605 2184 1408 776 17883 4882 1244 3638 122 60
internal_count=678013 155121 71516 18335 452 78 374 199 79 53181 16016 411 290 144 109 71 121 86 146 95 15605 2184 1408 776 17883 4882 1244 3638 122 60
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=526582 2 1064960 2 2 135689 180 64 2
is_linear=0
shrinkage=0.1


Tree=866
num_leaves=31
num_cat=10
split_feature=12 12 6 13 13 5 14 2 2 9 11 0 13 11 11 13 11 11 13 14 13 11 11 7 14 7 11 11 11 13
split_gain=9668.35 51797.9 451063 946191 663002 1.2948e+06 576378 3.05267e+06 878882 741026 699055 1.92762e+06 608275 519376 508448 488153 385046 914827 911118 1.44527e+06 774103 3.7519e+06 337548 738440 321099 312668 300763 304970 276789 418599
threshold=8.5000000000000018 9.5000000000000018 1.0000000180025095e-35 0 1 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 3.5000000000000004 4 3.5000000000000004 2.5000000000000004 5 6 7 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 8 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 9
decision_type=2 2 2 9 9 2 1 2 2 2 2 2 9 2 2 9 2 2 9 1 9 2 2 2 1 2 2 2 2 9
left_child=-1 2 4 16 -2 6 7 10 9 15 11 -6 13 -11 -15 -8 17 20 -19 -20 21 -4 25 -24 -18 -12 27 -22 -5 -30
right_child=1 -3 3 28 5 -7 8 -9 -10 12 22 -13 -14 14 -16 -17 24 18 19 -21 26 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.009258495805256315 0.60098828346526523 -0.0015984272601638841 -5.7870524525642395 0.014999835757653419 -2.1631520070949524 -26.311297469139102 2.1626208933297693 -28.462428367969604 11.140104781614768 -0.17376462185021602 -2.4487407293230641 21.576555347442628 -0.41817410144805911 19.325313961695112 2.4704804687500004 -2.0242828872852572 -5.9054945333380449 1.9348044726313376 29.810669621554286 6.8661164218432278 -0.78602116362853625 32.677781259445922 -1.1689414113160823 13.499502240694486 2.1365701125218322 -7.7973252868652345 -2.5767974066980108 5.9913127723493078 0.040340882552849067 -1.8099998779630135
leaf_weight=421914 19239 224177 64 2711 119 20 375 43 74 33 870 48 115 63 25 1008 95 137 44 73 159 42 286 39 104 125 291 114 1810 3796
leaf_count=421914 19239 224177 64 2711 119 20 375 43 74 33 870 48 115 63 25 1008 95 137 44 73 159 42 286 39 104 125 291 114 1810 3796
internal_value=0 0.0153723 0.134552 -0.445551 0.378132 -0.942899 -0.788403 -2.19512 0.482875 -0.00423727 -1.43554 4.66024 5.17479 9.72155 14.537 -0.888005 2.26723 3.14674 8.25713 14.2748 1.20937 8.63875 -2.20675 0.591272 -1.70261 -3.12067 -0.334174 2.04407 -0.813591 -1.21574
internal_weight=0 256099 31922 9440 22482 3243 3223 1530 1693 1619 1487 167 236 121 88 1383 1123 924 254 117 670 106 1320 325 199 995 564 273 8317 5606
internal_count=678013 256099 31922 9440 22482 3243 3223 1530 1693 1619 1487 167 236 121 88 1383 1123 924 254 117 670 106 1320 325 199 995 564 273 8317 5606
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2442088 1980565 2 16480 2097440 256 2 64 2 1615876
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=11
split_feature=12 13 9 13 2 11 14 12 13 12 11 14 11 14 14 13 8 11 8 13 12 11 12 13 1 11 6 13 11 11
split_gain=9892.97 43242.4 137715 209637 130660 261307 479387 167629 146420 178139 248218 286791 234520 123794 119161 514534 3.5785e+06 3.29511e+06 358131 718939 1.84507e+06 468445 368942 404357 4.05621e+06 4.94038e+06 489962 1.51798e+06 2.20943e+06 557384
threshold=1.5000000000000002 0 1.0000000180025095e-35 1 1.0000000180025095e-35 3.5000000000000004 2 1.0000000180025095e-35 3 1.0000000180025095e-35 1.5000000000000002 4 1.5000000000000002 5 6 7 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 8 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 10 1.0000000180025095e-35 3.5000000000000004
decision_type=2 9 2 9 2 2 1 2 9 2 2 1 2 1 1 9 2 2 2 9 2 2 2 9 2 2 2 9 2 2
left_child=1 2 14 -4 -3 8 7 -7 -6 12 -11 -12 -10 -5 15 16 -1 -18 22 20 -20 -21 -16 24 -24 -26 -25 28 -28 -29
right_child=-2 4 3 13 5 6 -8 -9 9 10 11 -13 -14 -15 18 -17 17 -19 19 21 -22 -23 23 26 25 -27 27 29 -30 -31
leaf_value=-0.59955502308432995 -0.0058146103612953526 0.079880214469629326 -3.2574221087911264 -1.4741566944112074 -2.6216124036273021 6.3994326042406486 -0.022639922854266591 16.404401857712692 7.230612330966526 -3.5175782018237642 0.34838988556052158 10.069737646613323 -3.1703194348649548 0.46385844182811287 0.16862971276379102 0.26534494446872098 1.9354971408843995 -47.081663119792942 23.323221861641365 5.7951571930635284 -0.85679953893025729 -0.15929890899248023 0.1691262713410342 -0.37567860829325389 1.6814444405691966 65.845193263462619 26.400382789405615 -2.2104171149632674 1.232510504111868 -6.5838258519230131
leaf_weight=3598 548990 50328 303 582 112 33 79 34 27 36 53 71 110 760 18055 31242 24 32 53 154 78 930 2930 15988 28 21 37 2384 609 332
leaf_count=3598 548990 50328 303 582 112 33 79 34 27 36 53 71 110 760 18055 31242 24 32 53 154 78 930 2930 15988 28 21 37 2384 609 332
internal_value=0 0.0249582 -0.0217609 -0.927052 0.096689 1.62267 5.2544 11.4766 0.326254 1.47646 3.7924 5.91465 -1.1205 -0.373836 -0.00229578 0.133975 -0.987271 -26.0743 -0.116609 1.57498 8.29291 0.680353 -0.167503 -0.439296 0.644152 29.1802 -0.606116 -1.70376 2.63325 -2.73495
internal_weight=0 129023 78140 1645 50883 555 146 67 409 297 160 124 137 1342 76495 34896 3654 56 41599 1215 131 1084 40384 22329 2979 49 19350 3362 646 2716
internal_count=678013 129023 78140 1645 50883 555 146 67 409 297 160 124 137 1342 76495 34896 3654 56 41599 1215 131 1084 40384 22329 2979 49 19350 3362 646 2716
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2757041 4352 2 57344 2 2 2 2097312 384 2097312 131328
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=4
split_feature=1 13 12 12 11 11 14 11 12 11 12 12 12 11 13 11 12 14 11 11 12 12 12 11 11 11 12 11 12 12
split_gain=10074.8 102830 1.09909e+06 2.11185e+06 1.84417e+07 6.89806e+06 4.47554e+06 1.39622e+06 1.28304e+06 1.31125e+06 965506 532872 1.71221e+06 642723 314651 307708 263980 260905 324406 274536 491702 249571 314742 527921 248878 389932 181185 307001 153813 358718
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1 2.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 8.5000000000000018 7.5000000000000009 2.5000000000000004 2 2.5000000000000004 1.5000000000000002 3 2.5000000000000004 2.5000000000000004 17.500000000000004 15.500000000000002 19.500000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 2.5000000000000004 16.500000000000004 11.500000000000002
decision_type=2 9 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 -4 6 -6 10 9 -5 -8 12 24 -14 28 -2 -9 19 -19 -16 -21 -20 23 -23 -10 -26 27 -27 29 -13
right_child=1 -3 3 8 5 -7 7 16 11 -11 -12 14 13 -15 17 -17 -18 18 21 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0020250838726761709 -8.089051631644919 0.003888748883067387 95.66113766756925 -30.20301383446003 -45.979385315454927 44.934509882433666 15.536803056643562 -20.35459314408126 -10.343838594357173 -5.7185860473118479 -4.3520593864762267 -3.5505003354766154 6.3279640250735811 27.277823358774185 -3.8121197386791836 -21.507934782505036 -7.2741359737184315 -7.6416089321970944 -3.303728728861242 -6.0245796818887039 -26.135890829563142 -2.3064468860626222 -6.2553737308668058 16.785873572031658 6.7159361146591809 8.7892518429529112 -2.857241197139659 -2.0252147947038925 -3.5123171096377903 4.6920075940363333
leaf_weight=660306 54 16026 22 29 26 29 52 27 24 89 46 88 27 32 57 25 36 100 143 31 20 28 23 30 74 42 235 70 90 132
leaf_count=660306 54 16026 22 29 26 29 52 27 24 89 46 88 27 32 57 25 36 100 143 31 20 28 23 30 74 42 235 70 90 132
internal_value=0 -0.0744099 -0.816048 -0.253077 8.4389 -0.444848 -7.48229 -1.26537 -1.76971 -11.7359 6.20121 -0.825879 1.68334 17.6906 -2.53026 -12.3355 -12.88 -4.22679 -2.90578 -8.58121 -13.9114 -0.791567 3.64348 7.56889 -0.438969 0.12568 -1.27974 2.03021 -0.0287736 1.395
internal_weight=0 17707 1681 1602 238 216 187 161 1364 118 98 1246 504 59 742 79 63 432 324 108 51 224 81 58 445 421 347 112 310 220
internal_count=678013 17707 1681 1602 238 216 187 161 1364 118 98 1246 504 59 742 79 63 432 324 108 51 224 81 58 445 421 347 112 310 220
cat_boundaries=0 1 2 3 4
cat_threshold=2097644 2 296 2
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=11
split_feature=13 6 12 12 13 11 13 10 1 14 0 11 14 0 3 9 13 11 11 14 11 0 11 7 13 14 13 7 13 10
split_gain=9731.41 56356.9 174990 458224 740352 843338 1.2261e+06 1.8651e+06 721129 1.84785e+06 629072 558563 522476 572552 592007 436157 1.5495e+06 1.81011e+06 3.82895e+06 3.32768e+06 413010 1.85702e+06 743571 4.07068e+06 5.70788e+06 1.01258e+07 1.35977e+06 962440 952365 1.0355e+06
threshold=0 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 1 3.5000000000000004 2 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5 1.5000000000000002 2.5000000000000004 6 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 7 8 9 1.0000000180025095e-35 10 1.0000000180025095e-35
decision_type=9 2 2 2 9 2 9 2 2 1 2 2 1 2 2 2 9 2 2 1 2 2 2 2 9 1 9 2 9 2
left_child=1 2 3 -1 15 10 7 12 -8 -10 -6 -12 13 14 -7 20 17 -17 19 -19 22 -22 27 26 25 -25 -24 28 29 -5
right_child=-2 -3 -4 4 5 6 8 -9 9 -11 11 -13 -14 -15 -16 16 -18 18 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.019021525085233127 0.018166075493006535 0.053855448663377659 -0.09168796050330294 4.9466232015183138 -0.65092365852515355 -3.5271715394381822 -0.14565639146924061 27.471573956807454 -4.971902918815613 30.919110929048983 2.8585231722446913 -4.6584131663845438 0.25482456578764806 18.681520377265084 8.4751810222652804 -3.8180784437391497 -5.19472639644097 33.657976462624291 -4.4061369354248043 2.9315109018179086 0.46823387915207137 5.9049151603326777 0.95195338575145871 -7.2450965647111865 0.36805777960078301 46.979752323545256 -3.6142842639839028 -1.501748348730646 1.0742851448542743 -3.6370009651666955
leaf_weight=142299 205908 112584 193930 1272 3656 58 2863 36 32 26 114 744 215 36 141 225 476 77 125 65 2184 882 1017 57 327 87 1805 1103 5511 158
leaf_count=142299 205908 112584 193930 1272 3656 58 2863 36 32 26 114 744 215 36 141 225 476 77 125 65 2184 882 1017 57 327 87 1805 1103 5511 158
internal_value=0 -0.007886 -0.0272205 0.0482797 0.459447 -0.325969 0.861316 5.4571 0.0777147 11.1172 -1.22281 -3.65966 3.81721 7.07642 4.97701 0.863838 -1.19035 2.73382 8.35747 19.593 1.0025 2.03221 0.724018 -0.541745 8.06434 23.8589 -1.97813 1.24219 1.67823 3.97046
internal_weight=0 472105 359521 165591 23292 7921 3407 486 2921 58 4514 858 450 235 199 15371 968 492 267 142 14403 3066 11337 3293 471 144 2822 8044 6941 1430
internal_count=678013 472105 359521 165591 23292 7921 3407 486 2921 58 4514 858 450 235 199 15371 968 492 267 142 14403 3066 11337 3293 471 144 2822 8044 6941 1430
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=3547351 1441808 196 2 2 16 2 16 2 393216 131072
is_linear=0
shrinkage=0.1


Tree=870
num_leaves=31
num_cat=11
split_feature=12 13 12 2 12 11 14 11 14 9 13 14 12 11 11 12 8 13 11 14 14 14 11 11 8 13 3 13 11 11
split_gain=12789 50124 242042 736525 505729 584136 1.40262e+06 949421 528939 262483 903158 2.51699e+06 3.23161e+06 5.90304e+06 8.37127e+06 343065 408058 759620 595503 3.31063e+06 470958 356205 513431 651214 762817 404190 340455 2.32406e+06 1.28749e+06 4.45628e+06
threshold=8.5000000000000018 0 10.500000000000002 1.0000000180025095e-35 9.5000000000000018 2.5000000000000004 1 3.5000000000000004 2 1.0000000180025095e-35 3 4 9.5000000000000018 1.5000000000000002 2.5000000000000004 9.5000000000000018 1.0000000180025095e-35 5 1.5000000000000002 6 7 8 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 9 1.0000000180025095e-35 10 3.5000000000000004 2.5000000000000004
decision_type=2 9 2 2 2 2 1 2 1 2 9 1 2 2 2 2 2 9 2 1 1 1 2 2 2 9 2 9 2 2
left_child=-1 2 3 9 5 -5 7 -7 -6 15 11 -11 -13 -14 -15 16 26 18 19 -18 -20 22 23 24 -17 -25 -2 28 29 -28
right_child=1 -3 -4 4 8 6 -8 -9 -10 10 -12 12 13 14 -16 21 17 -19 20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.01068620409783775 -0.45146841439386948 0.044051532923267217 0.069596039789549563 0.77279570351044347 -2.4378559151276722 30.4930898360717 -1.3583407197679793 9.1758766004774301 6.4338136434555055 -3.5233889196645771 -0.61741372080505563 0.29686756309019319 -15.421931273848921 60.668716875712079 -10.311996555328371 1.5977057893953379 34.311014241642418 -2.6482365587924388 -0.73675242714259936 -11.089579312554722 7.4383833408355713 -1.5964448582741095 0.27888292324543001 3.0094655457917638 -11.990955554355274 -3.4112532772893767 -2.4019190336528577 -2.3346577221313409 5.1349750139855388 47.05443296160017
leaf_weight=421914 6937 188811 46669 96 197 39 56 45 102 187 1167 109 27 54 24 676 36 178 138 29 144 4490 3800 101 44 1277 38 442 151 35
leaf_count=421914 6937 188811 46669 96 197 39 56 45 102 187 1167 109 27 54 24 676 36 178 138 29 144 4490 3800 101 44 1277 38 442 151 35
internal_value=0 0.0176422 -0.056461 -0.341806 3.32011 6.78079 10.9006 19.0732 0.5886 -0.439352 0.802946 4.83142 12.3579 24.8784 38.8285 -0.544554 -0.0579359 2.63845 5.27466 14.0554 3.43778 -0.925305 -0.414383 -1.67006 0.767288 -2.94356 -0.244126 1.91554 9.9616 21.31
internal_weight=0 256099 67288 20619 535 236 140 84 299 20084 1568 401 214 105 78 18516 8128 525 347 65 282 10388 5898 2098 720 1378 7603 666 224 73
internal_count=678013 256099 67288 20619 535 236 140 84 299 20084 1568 401 214 105 78 18516 8128 525 347 65 282 10388 5898 2098 720 1378 7603 666 224 73
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1118529 2 2 4096 2 1052736 2 2 2 64 1
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=9
split_feature=12 0 13 11 11 12 12 13 14 11 11 13 11 13 12 12 12 12 12 11 12 14 12 13 11 12 11 13 11 13
split_gain=10340.2 47333.3 372698 649296 763659 1.21661e+06 4.5708e+06 7.25836e+06 1.18011e+07 2.50804e+07 1.52643e+07 3.54994e+06 8.74285e+06 1.06138e+06 3.69706e+06 1.41873e+06 722260 656924 774489 761753 1.08588e+06 614939 1.64144e+06 2.72396e+06 7.28354e+06 1.11858e+07 1.66663e+07 1.63462e+06 1.70018e+07 888456
threshold=8.5000000000000018 1.0000000180025095e-35 0 3.5000000000000004 1.5000000000000002 6.5000000000000009 7.5000000000000009 1 2 2.5000000000000004 2.5000000000000004 3 2.5000000000000004 4 5.5000000000000009 2.5000000000000004 1.5000000000000002 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 5 6.5000000000000009 6 2.5000000000000004 7.5000000000000009 3.5000000000000004 7 2.5000000000000004 8
decision_type=2 2 9 2 2 2 2 9 1 2 2 9 2 9 2 2 2 2 2 2 2 1 2 9 2 2 2 9 2 9
left_child=1 -1 3 4 17 13 7 8 10 -10 -7 12 -8 14 15 16 -6 19 -19 20 -3 29 -23 24 -24 26 -26 28 -25 -4
right_child=-2 2 21 -5 5 6 11 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 23 27 25 -27 -28 -29 -30 -31
leaf_value=0.0064159964560356417 0.015854718255840256 -2.0818380524682216 -1.0406230076283627 -1.1231893429869964 0.84435962470802106 27.375975924271803 -0.23431547783516549 -0.61148433344601427 8.5695906990258273 80.69041938286324 -28.70541143312559 1.1347020918323147 -62.127896774176399 0.9045738428170127 -41.755796212416435 -11.223564059393746 19.026487104354366 -7.5100070526816625 -0.19746098039196988 -1.5863807373719399 5.5738001277891263 -0.082383714029983388 -1.4059895973868353 -10.495833649298158 -58.155183859529167 -1.3341333950836647 6.7637040964762365 -1.0842969114549827 71.466765802046837 0.38744123893995863
leaf_weight=343257 256099 305 5208 2137 74 104 74 402 129 77 91 703 33 5085 26 84 31 275 306 1021 472 27410 1036 99 116 197 60 6682 34 26386
leaf_count=343257 256099 305 5208 2137 74 104 74 402 129 77 91 703 33 5085 26 84 31 275 306 1021 472 27410 1036 99 116 197 60 6682 34 26386
internal_value=0 -0.00961758 -0.0795877 0.448118 0.809974 1.34179 3.7465 9.09292 18.3785 35.5274 1.20466 -1.55373 -17.6715 0.609939 -6.11612 -1.53691 6.21242 -0.735392 -3.65865 0.20922 2.56869 -0.169341 -0.454147 -1.69321 -5.67978 -17.7024 -36.0237 -0.859389 9.72575 0.15183
internal_weight=0 421914 78657 11429 9292 6913 1613 803 401 206 195 810 107 5300 215 189 105 2379 581 1798 777 67228 35634 8224 1409 373 176 6815 133 31594
internal_count=678013 421914 78657 11429 9292 6913 1613 803 401 206 195 810 107 5300 215 189 105 2379 581 1798 777 67228 35634 8224 1409 373 176 6815 133 31594
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=101252 2052 2 32772 4 2 12328 64 524353
is_linear=0
shrinkage=0.1


Tree=872
num_leaves=31
num_cat=11
split_feature=13 12 12 13 10 7 3 0 13 14 11 11 14 11 11 6 14 13 11 6 6 11 14 13 11 11 14 7 8 13
split_gain=10003.9 101093 735058 1.58441e+06 866360 767116 603645 1.01916e+06 903747 2.14481e+06 1.37161e+06 1.84668e+06 2.11428e+06 1.19016e+06 584306 1.49852e+06 4.3011e+06 503226 698540 1.50384e+06 578059 2.72101e+06 3.85417e+07 1.00038e+06 932498 621842 1.2303e+06 3.65259e+06 749654 764630
threshold=0 6.5000000000000009 5.5000000000000009 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 3 3.5000000000000004 4.5000000000000009 4 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5 6 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7 8 1.0000000180025095e-35 2.5000000000000004 9 1.0000000180025095e-35 1.0000000180025095e-35 10
decision_type=9 2 2 9 2 2 2 2 9 1 2 2 1 2 2 2 1 9 2 2 2 2 1 9 2 2 1 2 2 9
left_child=-1 2 -2 5 6 14 7 17 10 -10 -8 12 -12 -11 15 -4 -17 18 19 -5 24 22 -22 -23 -19 26 27 -26 29 -27
right_child=1 -3 3 4 -6 -7 8 -9 9 13 11 -13 -14 -15 -16 16 -18 20 -20 -21 21 23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.008095707051939181 0.0015340898111251039 -0.068410350349088211 -2.0104431602617967 1.8379159927368165 -2.7729302659775446 3.8502780087042177 -1.2273748397827149 3.3955524665748076 2.1691170470158858 29.888941642886302 12.973436943917699 -2.1092807482304186 -3.3315121530329139 3.1949136153511382 -1.0562119734024726 -49.995866570105925 7.5240222784189079 -8.2595539184177635 -1.1245821405657761 -30.443478450068724 130.91037762959797 -0.071663762305308729 -8.516556766890643 7.7787003405550692 0.50407051494465538 -0.17710456024265658 -0.68827894448706539 25.656749431586562 4.5344859525892467 -6.5296057729068728
leaf_weight=469368 116220 81854 184 31 412 298 513 1852 133 61 349 209 103 23 2679 26 26 136 278 27 24 1196 114 178 201 508 452 81 180 297
leaf_count=469368 116220 81854 184 31 412 298 513 1852 133 61 349 209 103 23 2679 26 26 136 278 27 24 1196 114 178 201 508 452 81 180 297
internal_value=0 0.0182212 0.0741504 0.872511 1.6802 -0.979336 1.94675 1.48026 3.80971 9.62644 2.63015 5.66376 9.25793 22.5799 -1.47643 -6.24657 -21.2359 0.522358 -3.11454 -13.1896 0.891893 2.34585 15.7316 1.00143 -0.288414 0.342229 2.54552 7.72878 -1.29962 -2.60414
internal_weight=0 208645 126791 10571 7358 3213 6946 5555 1391 217 1174 661 452 84 2915 236 52 3703 336 58 3367 1512 138 1374 1855 1719 734 282 985 805
internal_count=678013 208645 126791 10571 7358 3213 6946 5555 1391 217 1174 661 452 84 2915 236 52 3703 336 58 3367 1512 138 1374 1855 1719 734 282 985 805
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=3565780 525066 98305 2 2 2 32 2 4097 2 1
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=7
split_feature=12 13 5 11 5 12 11 13 14 11 12 12 14 9 4 13 12 11 11 12 12 11 12 13 0 13 11 6 7 0
split_gain=11304.7 46550.4 351557 877161 242590 5.07487e+06 2.05329e+07 841867 631788 569891 229163 215613 164645 745283 682350 1.72782e+06 2.12688e+06 2.56707e+06 2.52725e+06 3.30238e+06 1.22454e+06 1.37512e+06 571550 1.17157e+06 4.73811e+06 749258 1.34913e+06 1.80802e+06 948593 839849
threshold=8.5000000000000018 0 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 1 2 2.5000000000000004 6.5000000000000009 6.5000000000000009 3 1.0000000180025095e-35 1.0000000180025095e-35 4 3.5000000000000004 2.5000000000000004 1.5000000000000002 5.5000000000000009 7.5000000000000009 3.5000000000000004 7.5000000000000009 5 1.0000000180025095e-35 6 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 2 9 1 2 2 2 1 2 2 9 2 2 2 2 2 2 2 9 2 9 2 2 2 2
left_child=1 4 12 11 -1 7 -7 -6 -9 -10 -5 -4 13 14 -3 16 -16 18 -18 -20 -19 -22 -14 24 -24 26 -25 28 29 -28
right_child=-2 2 3 10 5 6 -8 8 9 -11 -12 -13 22 -15 15 -17 17 20 19 -21 21 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.0086258288897983326 0.016577837577165792 -0.047194216164431375 -9.1934505162920281 0.21348636558181361 0.54527564469936629 108.20085067749024 -1.3425509341351398 -1.7608114486009303 -8.0447887863431671 -26.882979956040018 -5.3472942894818836 -21.499635926882426 -0.067510177079440015 1.5974435320044535 -1.0667624929149946 -3.6962767114464086 1.9026598895037616 -0.0050651279091835019 50.386724544706802 14.821477447730908 -1.5801355838775635 33.29755653968224 -1.5020630341587644 -0.55685108022642837 -44.945944705701649 -1.8418017188343434 -5.2714289298424362 15.914527680443937 17.030598124335793 6.6944439583636344
leaf_weight=276719 256099 61151 35 304 641 22 77 71 42 26 98 24 72689 3046 300 303 54 195 42 69 20 26 132 2131 31 3260 156 122 34 94
leaf_count=276719 256099 61151 35 304 641 22 77 71 42 26 98 24 72689 3046 300 303 54 195 42 69 20 26 132 2131 31 3260 156 122 34 94
internal_value=0 -0.010056 -0.0561219 -2.81323 0.013894 1.67254 23.0004 -1.03446 -7.79769 -15.2476 -1.14213 -14.1994 -0.0472903 0.0702035 -0.00463518 2.57468 5.24411 10.0365 19.6465 28.2786 3.45704 18.1333 -0.144702 -1.08614 -9.19998 -0.840674 0.447938 5.73288 1.35907 -0.772261
internal_weight=0 421914 144316 461 277598 879 99 780 139 68 402 59 143855 65206 62160 1009 706 406 165 111 241 46 78649 5960 163 5797 2537 406 284 250
internal_count=678013 421914 144316 461 277598 879 99 780 139 68 402 59 143855 65206 62160 1009 706 406 165 111 241 46 78649 5960 163 5797 2537 406 284 250
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=3772729 1052697 2 2 133760 4 273024
is_linear=0
shrinkage=0.1


Tree=874
num_leaves=31
num_cat=9
split_feature=13 2 12 11 12 11 14 12 11 12 13 14 12 14 12 12 14 12 11 12 11 14 13 11 11 11 12 12 13 12
split_gain=11533.7 91867.6 345484 669463 1.48176e+06 3.82505e+06 1.03238e+06 515475 1.74607e+06 7.67149e+06 1.17353e+06 2.58939e+06 748417 821174 527238 466902 762599 2.0171e+06 4.26219e+06 1.70845e+06 5.34336e+06 671995 505560 482289 298445 282711 338112 262748 258270 232319
threshold=0 1.0000000180025095e-35 13.500000000000002 2.5000000000000004 14.500000000000002 3.5000000000000004 1 3.5000000000000004 3.5000000000000004 1.5000000000000002 2 3 2.5000000000000004 4 1.0000000180025095e-35 7.5000000000000009 5 6.5000000000000009 2.5000000000000004 6.5000000000000009 2.5000000000000004 6 7 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 7.5000000000000009 19.500000000000004 8 20.500000000000004
decision_type=9 2 2 2 2 2 1 2 2 2 9 1 2 1 2 2 1 2 2 2 2 1 9 2 2 2 2 2 9 2
left_child=-1 -2 7 29 5 -5 27 8 12 14 11 -9 -3 -14 -10 16 17 24 -19 -18 -21 23 -23 -17 -12 26 -13 -6 -25 -4
right_child=1 2 3 4 6 -7 -8 10 9 -11 15 25 13 -15 -16 21 19 18 -20 20 -22 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0068615146442898359 0.036313916838385252 0.91016222964363935 -2.2310027679339761 47.816183743110074 -3.2807664592091634 -6.9669449672698978 22.802830927968028 -33.959647343609781 1.2139923957086378 48.809805711946993 -2.4981226134495658 0.34408748195721556 -17.502566932658763 -2.0229258600034212 -17.084601080417634 10.314847678151624 -1.9017883291685735 -12.843621734619141 42.652098821824602 -1.4826084751831858 -48.702821437290737 -2.2072223856693181 5.5104021451676015 -6.1269318021833898 -14.916704957381539 6.2405446472167974 -13.194697200911387 8.1577732225259147 -1.1201020255825873 8.7164705605733968
leaf_weight=531165 143802 643 252 26 123 25 20 37 31 38 122 39 49 114 32 29 308 25 31 76 35 117 281 158 23 25 35 24 307 21
leaf_count=531165 143802 643 252 26 123 25 20 37 31 38 122 39 49 114 32 29 308 25 31 76 35 117 281 158 23 25 35 24 307 21
internal_value=0 0.0248008 -0.518654 1.91077 6.04292 20.9617 1.48688 -0.985522 0.9291 13.3238 -2.03926 -10.6088 -0.624076 -6.67631 -8.08053 -1.19042 -3.30606 1.75756 17.8772 -5.73515 -16.3719 0.266753 3.32465 -2.1969 -4.46797 -2.95335 -6.05939 -1.41325 -2.9772 -1.38889
internal_weight=0 146848 3046 491 218 51 167 2555 907 101 1648 136 806 163 63 1512 620 201 56 419 111 892 398 494 145 99 74 147 465 273
internal_count=678013 146848 3046 491 218 51 167 2555 907 101 1648 136 806 163 63 1512 620 201 56 419 111 892 398 494 145 99 74 147 465 273
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=3565777 2 32 2 2 2 2 524288 524300
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=6
split_feature=13 12 11 14 1 12 6 9 1 12 9 11 13 11 14 6 1 6 0 11 11 14 6 6 11 11 0 6 14 11
split_gain=10157.3 57479.4 242742 505023 1.33548e+06 829950 1.95824e+06 347198 304713 192915 507789 1.25245e+06 252481 1.283e+06 4.17176e+06 7.45326e+06 677000 566988 549487 708773 515702 415372 446917 253589 471784 251388 193675 181060 165897 121953
threshold=0 16.500000000000004 3.5000000000000004 1 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 2.5000000000000004 2 2.5000000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 4 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5 1.5000000000000002
decision_type=9 2 2 1 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2
left_child=-1 -2 9 4 5 6 -4 27 -5 10 12 -12 13 21 15 26 18 -16 19 -14 -20 22 -3 29 -25 -24 -15 -7 -21 -23
right_child=1 2 3 8 -6 7 -8 -9 -10 -11 11 -13 16 14 17 -17 -18 -19 20 28 -22 23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0061417965275509055 0.010889585667686823 -0.14861498906467502 -0.50372303712124722 1.3513508773263481 -22.616812318563461 -0.63363842814618898 -22.070333745924096 13.165704057527627 11.973798191547395 0.19415711169715225 18.248258259611312 -8.2126828299628354 -1.0086827926137554 -0.38532493317380867 -3.6664801010718713 55.362847366333007 17.040910064090383 -22.317945398603168 11.623486403699191 -14.369311409665826 0.56838340068208992 3.0373529964023169 -2.6822538891354122 -1.9373165575663247 14.325679883089933 -13.602248055594309 8.4322670495172716 5.3486110025836577 -4.4582740167776747 -3.6935636216021601
leaf_weight=541958 130404 181 147 173 32 275 59 23 32 3412 53 27 335 47 39 40 22 28 53 57 207 63 37 30 44 49 53 62 24 47
leaf_count=541958 130404 181 147 173 32 275 59 23 32 3412 53 27 335 47 39 40 22 28 53 57 207 63 37 30 44 49 53 62 24 47
internal_value=0 0.0244184 0.336655 -1.27374 -2.74207 -1.61841 -6.68057 1.27826 3.00949 0.603394 1.57576 9.31769 1.11901 2.50409 9.05999 18.8808 -0.219432 -11.4611 -0.784405 -3.03836 2.82192 -0.449416 -2.96874 3.20634 7.73257 -8.90411 4.288 0.466953 -11.4327 0.161416
internal_weight=0 136055 5651 803 598 566 206 360 205 4848 1436 80 1356 658 207 140 698 67 676 416 260 451 267 184 74 86 100 337 81 110
internal_count=678013 136055 5651 803 598 566 206 360 205 4848 1436 80 1356 658 207 140 698 67 676 416 260 451 267 184 74 86 100 337 81 110
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=3553489 2 49414 2 2 2
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=10
split_feature=12 13 11 1 14 12 8 14 8 1 11 13 14 12 11 12 12 11 6 12 14 11 13 11 13 11 14 14 0 11
split_gain=9419.41 45643.4 81937.8 1.03728e+06 852915 917391 719780 791480 501339 325919 2.13121e+06 311806 929504 2.09934e+06 891359 552565 451892 209749 183999 496901 806346 761056 1.27477e+06 751438 333384 327579 279971 242741 483751 887332
threshold=1.5000000000000002 0 3.5000000000000004 1.0000000180025095e-35 1 1.0000000180025095e-35 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3 4 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5 2.5000000000000004 6 1.5000000000000002 7 1.5000000000000002 8 9 1.0000000180025095e-35 1.5000000000000002
decision_type=2 9 2 2 1 2 2 1 2 2 2 9 1 2 2 2 2 2 2 2 1 2 9 2 9 2 1 1 2 2
left_child=1 2 8 6 -5 -6 -4 -8 9 18 -11 15 16 14 -14 -10 -13 -12 27 26 -21 22 25 -24 -23 -22 -20 28 -1 -30
right_child=-2 -3 3 4 5 -7 7 -9 11 10 17 12 13 -15 -16 -17 -18 -19 19 20 21 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0025403881267533845 -0.0057222703884996168 0.054777044469477391 -0.41095869416729142 -4.7534295932666675 3.0484337488810223 22.219885562016415 -16.4222796165337 -1.7051137685775757 -3.8368903747503311 -25.475427554783067 2.4874195497932163 -13.46708754025973 12.92757766723633 0.62501272814614439 37.304603068033856 4.6804322635426239 2.6284703290687421 -3.2007223876317341 1.1275560722543252 -1.0304839320147214 7.8808595964985519 3.1572494589764144 8.7737384369654698 0.0072432471566410903 -2.9581722325672306 19.948141367842513 -2.3130799371768265 -0.46537680175925095 10.148079597032988 1.1675865581997946
leaf_weight=6373 548990 102196 6428 37 48 52 59 96 138 38 141 26 30 84 30 170 53 120 397 536 31 174 161 249 163 82 585 9680 130 716
leaf_count=6373 548990 102196 6428 37 48 52 59 96 138 38 141 26 30 84 30 170 53 120 397 536 31 174 161 249 163 82 585 9680 130 716
internal_value=0 0.0243049 -0.0917631 -0.394102 8.21812 13.0176 -0.573333 -7.30713 0.00923659 -0.0730023 -3.34925 3.04108 5.78812 10.8296 25.1161 0.837052 -2.6688 -0.127818 -0.0221853 0.801408 2.0138 3.91116 6.2991 3.36756 0.205253 15.285 -0.92211 -0.13808 0.300794 2.54757
internal_weight=0 129023 26827 6720 137 100 6583 155 20107 19576 299 531 223 144 60 308 79 261 19277 2378 1396 860 523 410 337 113 982 16899 7219 846
internal_count=678013 129023 26827 6720 137 100 6583 155 20107 19576 299 531 223 144 60 308 79 261 19277 2378 1396 860 523 410 337 113 982 16899 7219 846
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2228640 2 2 131072 2 2 128 131328 2 2
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=6
split_feature=12 13 5 11 11 3 14 12 12 11 11 12 12 11 12 11 3 14 12 12 7 12 12 11 14 11 11 11 13 14
split_gain=9097.43 47607.9 813931 2.7409e+06 340815 592180 3.31442e+06 1.47858e+07 5.78401e+07 893258 832608 1.3741e+06 782911 1.12972e+06 461369 624931 373989 1.71664e+06 2.00531e+06 452271 246996 912467 2.68203e+06 2.50464e+06 577634 8.21846e+06 323194 263643 690341 495664
threshold=8.5000000000000018 0 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1 10.500000000000002 13.500000000000002 2.5000000000000004 2.5000000000000004 11.500000000000002 9.5000000000000018 1.5000000000000002 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 2 10.500000000000002 12.500000000000002 1.0000000180025095e-35 12.500000000000002 11.500000000000002 1.5000000000000002 3 2.5000000000000004 1.5000000000000002 2.5000000000000004 4 5
decision_type=2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 9 1
left_child=-1 2 4 -4 5 20 10 12 -9 -10 11 14 -8 -14 -7 -16 -6 19 -19 -18 26 22 27 -24 25 -25 -2 28 -22 -29
right_child=1 -3 3 -5 16 6 7 8 9 -11 -12 -13 13 -15 15 -17 17 18 -20 -21 21 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=-0.0090317161771763105 1.0983716268162378 0.0038858977300206877 -35.400954702922277 -0.25766825297168483 -0.38074340543846197 -2.3162321677979301 5.4753155849598079 181.85892229494843 4.7695911744745763 -20.592356772649858 3.2148565332332772 2.8423609344982634 -0.010347646474838258 -19.553183774081145 -1.9185453414916993 -20.031770533323289 -2.5980831808514067 -0.99172974904378253 -37.868875383508616 9.9691711039770219 -5.6575280885438666 -1.6724745070438651 -8.3291508815906674 64.19350603352423 36.728684363645662 -16.481218433380128 -0.16584679682400927 7.3819716795978936 4.6408509083315099 -0.47629990632506625
leaf_weight=421914 2768 240526 28 107 3159 34 54 23 41 21 167 102 64 55 25 80 90 30 29 42 138 469 27 23 34 28 7505 149 107 174
leaf_count=421914 2768 240526 28 107 3159 34 54 23 41 21 167 102 64 55 25 80 90 30 29 42 138 469 27 23 34 28 7505 149 107 174
internal_value=0 0.0148608 0.184249 -7.54665 0.251972 0.49932 3.39789 12.2692 46.422 -3.82075 -2.2119 -5.97235 -4.5111 -9.04275 -12.4407 -15.7191 -0.640549 -4.93755 -19.1178 1.40059 0.330309 1.72078 4.06113 18.2041 26.6324 19.9015 0.174789 1.27236 -1.20137 3.14872
internal_weight=0 256099 15573 135 15438 12088 666 258 85 62 408 241 173 119 139 105 3350 191 59 132 11422 1149 680 112 85 51 10273 568 245 323
internal_count=678013 256099 15573 135 15438 12088 666 258 85 62 408 241 173 119 139 105 3350 191 59 132 11422 1149 680 112 85 51 10273 568 245 323
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=262818 2 2 2 128 2
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=5
split_feature=12 13 14 8 1 12 11 8 12 11 12 9 11 11 3 2 13 11 13 7 7 6 11 12 11 11 12 13 6 0
split_gain=8274.3 39123.1 126096 1.39563e+06 1.25188e+06 1.35721e+06 3.94903e+06 779957 782210 590612 541619 307742 345254 233622 632986 431903 289808 279645 488070 293785 155275 126700 1.04483e+06 1.54926e+06 1.36185e+06 163031 123130 282716 372345 179579
threshold=1.5000000000000002 0 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2 3.5000000000000004 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 4 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 9 2 2
left_child=1 2 3 13 7 -6 -7 11 -9 -5 -11 21 -13 14 -1 16 -15 19 -19 26 -20 -4 23 -23 -25 -26 -18 -28 29 -29
right_child=-2 -3 4 9 5 6 -8 8 -10 10 -12 12 -14 15 -16 -17 17 18 20 -21 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=-4.7446196942990673 -0.0053632815765040538 0.040247718072131067 -0.28250033056308671 -1.6687434829771519 -4.0357836442835193 -2.0562674522399904 50.987913780212409 15.553267306373233 1.1832217678270842 -30.14312744140625 -10.854324990349847 5.6949288867768786 -8.7310806153695797 -2.6028800253196271 -0.22981609336226372 -9.8173660550798694 0.82250431204543395 3.0655458552969828 -1.4677572432277473 -7.3260731061299644 -8.7975926208496098 -2.9782605867444372 -2.3873312786460197 -4.5439420558788157 8.2285410292605139 14.97273382730042 0.067015336990356444 2.3374318439960482 11.701344767788001 7.9313837478409956
leaf_weight=393 548990 117229 5677 32 34 32 25 63 95 24 37 21 79 281 1480 42 680 278 789 36 30 163 437 54 47 151 290 400 57 67
leaf_count=393 548990 117229 5677 32 34 32 25 63 95 24 37 21 79 281 1480 42 680 278 789 36 30 163 437 54 47 151 290 400 57 67
internal_value=0 0.0227796 -0.150755 -0.537646 0.125554 11.7767 21.2087 -0.030665 6.91305 -12.6715 -18.4434 -0.196166 -5.70162 -0.303674 -1.17713 0.250896 0.396311 0.724274 -0.491441 1.60067 -1.71531 -0.111843 1.02527 4.61878 9.53274 13.3718 1.81577 2.64552 3.99504 3.13999
internal_weight=0 129023 11794 4916 6878 91 57 6787 158 93 61 6629 100 4823 1873 2950 2908 2627 1097 1530 819 6529 852 415 252 198 1494 814 524 467
internal_count=678013 129023 11794 4916 6878 91 57 6787 158 93 61 6629 100 4823 1873 2950 2908 2627 1097 1530 819 6529 852 415 252 198 1494 814 524 467
cat_boundaries=0 1 2 3 4 5
cat_threshold=2097568 2 2097152 288 256
is_linear=0
shrinkage=0.1


Tree=879
num_leaves=31
num_cat=4
split_feature=1 13 12 11 12 12 14 12 11 14 12 12 11 12 12 11 11 12 12 11 12 12 12 11 11 11 12 11 11 13
split_gain=8618.54 104717 473892 8.9362e+06 2.48769e+07 1.28623e+07 5.98349e+06 3.57256e+06 1.54995e+06 710947 4.69189e+06 835829 771345 1.58742e+06 627805 998857 918388 3.84925e+06 833816 591347 515781 1.74548e+06 1.12608e+06 1.58044e+06 1.08364e+06 6.63426e+06 1.47539e+06 1.6986e+06 1.01747e+06 626322
threshold=1.0000000180025095e-35 0 17.500000000000004 3.5000000000000004 19.500000000000004 18.500000000000004 1 21.500000000000004 2.5000000000000004 2 16.500000000000004 16.500000000000004 1.0000000180025095e-35 9.5000000000000018 3.5000000000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 4.5000000000000009 6.5000000000000009 7.5000000000000009 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 3
decision_type=2 9 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9
left_child=-1 2 9 5 -5 8 7 -7 -4 10 12 20 13 -2 15 16 18 -18 -14 -13 29 24 23 28 25 -22 27 -26 -23 -11
right_child=1 -3 3 4 -6 6 -8 -9 -10 11 -12 19 14 -15 -16 -17 17 -19 -20 -21 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0018400753725295619 -25.13402760737651 -0.19909366317887728 -32.472176624166558 118.57900117238363 -4.5039297617398777 62.584562743627117 -1.9615231311198362 7.1293254398164301 -66.449276306152342 3.8070588709626882 -39.177845787279537 0.73149728214039522 8.9601002291629186 6.1137121134790888 -2.0473795188449282 -3.0453606292798923 -4.8835549690105298 32.874193650704846 -9.0313206388595262 17.895669174194335 -4.4452101527033632 -3.9834614688699896 1.1928900124524771 2.3193092734126721 5.2776489885547493 65.926742662702296 -2.3507705320391739 31.007230497661393 -31.28035074869792 -2.3412730405566395
leaf_weight=660306 37 13759 29 24 52 26 194 21 25 200 33 34 57 29 684 154 54 54 47 49 37 22 950 59 79 21 114 38 36 789
leaf_count=660306 37 13759 29 24 52 26 194 21 25 200 33 34 57 29 684 154 54 54 47 49 37 22 950 59 79 21 114 38 36 789
internal_value=0 -0.0688553 0.384563 3.78745 34.3644 -4.08999 5.7941 37.8067 -48.2023 0.0326963 -2.01669 1.00252 -0.917837 -11.404 -0.25871 3.08405 7.53655 13.9953 0.829362 10.8646 0.653463 1.92003 0.0528172 -9.20418 8.81388 21.0343 5.74555 13.6343 -20.9264 -1.08311
internal_weight=0 17707 3948 371 76 295 241 47 54 3577 1149 2428 1116 66 1050 366 212 108 104 83 2345 1356 1067 117 289 58 231 117 58 989
internal_count=678013 17707 3948 371 76 295 241 47 54 3577 1149 2428 1116 66 1050 366 212 108 104 83 2345 1356 1067 117 289 58 231 117 58 989
cat_boundaries=0 1 2 3 4
cat_threshold=1401346 2 2 335872
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=10
split_feature=12 13 5 12 12 4 11 11 14 11 10 14 12 14 13 11 12 6 0 13 11 3 0 11 13 12 14 13 14 11
split_gain=7700.7 46911.5 370976 345376 174273 822527 2.52939e+06 3.30274e+06 3.32551e+06 631527 1.29834e+06 2.79e+06 4.95207e+06 909882 2.20504e+06 1.99055e+06 5.0744e+06 6.1252e+06 4.49061e+06 859650 827741 2.03218e+06 817373 1.28816e+06 3.11858e+06 1.84388e+06 2.50098e+06 1.58898e+06 1.89923e+06 3.24201e+06
threshold=8.5000000000000018 0 1.0000000180025095e-35 5.5000000000000009 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1 1.5000000000000002 1.0000000180025095e-35 2 6.5000000000000009 3 4 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 6 7.5000000000000009 7 8 9 3.5000000000000004
decision_type=2 9 2 2 2 2 2 2 1 2 2 1 2 1 9 2 2 2 2 9 2 2 2 2 9 2 1 9 1 2
left_child=1 2 4 -4 -1 9 -7 8 -8 10 13 12 -12 14 -6 16 17 18 -16 20 -15 -22 -11 24 25 26 -24 28 -25 -30
right_child=-2 -3 3 -5 5 6 7 -9 -10 22 11 -13 -14 19 15 -17 -18 -19 -20 -21 21 -23 23 27 -26 -27 -28 -29 29 -31
leaf_value=0.014924620552382743 0.01367531393745447 0.0045969626034734644 -0.56445853146639735 -12.047966789245606 -1.4435538886422696 2.3886569958560324 -3.6332118661867252 -1.7176198551709625 -48.616066446758452 -0.44961855588731381 62.802796064104349 -7.1079392837265791 3.3284786996387297 0.0059443693617429183 -3.0622048475304431 -3.6059321491949023 8.0413750276332951 -78.94953294007675 -59.291706695556641 -2.1881978496536916 3.0322632595470975 30.617888387044271 22.120436475403917 -2.652716386644808 -2.5432403699693005 1.3598102995406751 6.2534225273923756 -2.9206537459859785 16.084488086700443 -2.0676398245136389
leaf_weight=42104 256099 366969 55 50 680 196 27 87 42 6914 21 59 42 397 49 124 41 23 20 1231 140 33 169 292 399 215 241 896 220 178
leaf_count=42104 256099 366969 55 50 680 196 27 87 42 6914 21 59 42 397 49 124 41 23 20 1231 140 33 169 292 399 215 241 896 220 178
internal_value=0 -0.00830673 -0.0944721 -6.0328 -0.0831195 -0.407244 -5.17394 -14.6757 -31.0141 -0.271756 -1.5749 8.51874 23.1533 -2.02465 -4.55199 -12.244 -21.2182 -34.2578 -19.3606 -0.709765 2.47805 8.29426 0.11957 1.62737 4.39219 8.72093 12.7937 -0.157729 3.42279 7.9662
internal_weight=0 421914 54945 105 54840 12736 352 156 69 12384 2860 122 63 2738 937 257 133 92 69 1801 570 173 9524 2610 1024 625 410 1586 690 398
internal_count=678013 421914 54945 105 54840 12736 352 156 69 12384 2860 122 63 2738 937 257 133 92 69 1801 570 173 9524 2610 1024 625 410 1586 690 398
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=264898 2 2 2 264320 262210 2560 2 192 2
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=12
split_feature=13 3 12 11 13 12 14 12 12 11 12 11 13 14 12 13 14 14 11 12 14 12 12 12 11 12 13 14 12 14
split_gain=7467.77 89737.4 302201 868074 2.18981e+06 1.75143e+07 3.33191e+07 9.58091e+07 5.99685e+06 2.48409e+06 1.34144e+06 4.26298e+06 1.30257e+06 3.24925e+06 3.5159e+06 852608 854095 500445 897026 260641 353117 275550 251261 203136 199179 139963 866733 1.15517e+06 1.87604e+06 808769
threshold=0 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 1 11.500000000000002 2 9.5000000000000018 13.500000000000002 2.5000000000000004 8.5000000000000018 3.5000000000000004 3 4 10.500000000000002 5 6 7 2.5000000000000004 11.500000000000002 8 14.500000000000002 9.5000000000000018 11.500000000000002 2.5000000000000004 10.500000000000002 9 10 9.5000000000000018 11
decision_type=9 2 2 2 9 2 1 2 2 2 2 2 9 1 2 9 1 1 2 2 1 2 2 2 2 2 9 1 2 1
left_child=-1 -2 -3 12 5 6 9 -8 -7 -5 11 17 13 23 -15 25 -17 18 -6 -14 -21 -22 -11 -4 -18 26 27 -12 -29 -27
right_child=1 2 3 4 10 8 7 -9 -10 22 15 -13 19 14 -16 16 24 -19 -20 20 21 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.0054514357924778161 -0.029432479976426097 0.069736333343866461 0.53530982951728667 -33.505522622002495 -0.67414349118868522 -78.280327215194703 -4.7828410432145407 266.87667600631715 -10.315646609744512 -2.7641971711189517 1.1956362941773866 29.848162703147302 -0.51050881853361829 -7.7732839325727046 -48.532794362848456 -1.206902024511979 -15.175374907917448 -4.4784173011779789 13.91201990567721 -1.0742034653554091 17.705409900001857 4.9697545291827279 10.565879205557017 10.428900882270602 -5.5881505350912768 2.4246494467978739 -3.0267087454957089 -2.2423206488291423 23.141957875844597 -5.6148697184977561
leaf_weight=534643 102821 37597 49 27 120 20 37 20 37 31 239 65 591 59 33 214 72 95 65 74 23 65 26 36 31 427 197 48 74 177
leaf_count=534643 102821 37597 49 27 120 20 37 20 37 31 239 65 591 59 33 214 72 95 65 74 23 65 26 36 31 427 197 48 74 177
internal_value=0 0.020249 0.146232 1.1205 2.28347 12.008 31.5244 90.5363 -34.1629 -8.51936 1.15568 6.777 -1.40804 -8.86917 -22.3935 -0.147763 -4.66097 1.42119 4.45072 0.457479 4.01708 8.29839 3.31619 4.72554 -12.2899 1.11399 2.26542 5.09604 13.1547 0.0686976
internal_weight=0 143370 40549 2952 2022 198 141 57 57 84 1824 345 930 177 92 1479 317 280 185 753 162 88 57 85 103 1162 558 361 122 604
internal_count=678013 143370 40549 2952 2022 198 141 57 57 84 1824 345 930 177 92 1479 317 280 185 753 162 88 57 85 103 1162 558 361 122 604
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1468629 32 2 65568 2 561408 2 2 2 557056 2 2
is_linear=0
shrinkage=0.1


Tree=882
num_leaves=31
num_cat=10
split_feature=6 13 11 12 11 14 12 12 12 12 12 12 13 13 13 12 12 12 13 12 11 11 12 14 12 14 11 12 14 14
split_gain=8001.16 121658 1.10147e+06 634870 614921 835567 1.6311e+06 2.4466e+06 1.42193e+06 5.40217e+06 913127 4.38895e+06 623057 605800 579190 905262 610140 555634 776632 2.22337e+06 2.72053e+06 5.71792e+06 1.03564e+07 2.45219e+07 669931 617785 1.10161e+06 1.01208e+06 562735 494013
threshold=1.0000000180025095e-35 0 3.5000000000000004 14.500000000000002 2.5000000000000004 1 10.500000000000002 9.5000000000000018 6.5000000000000009 5.5000000000000009 13.500000000000002 14.500000000000002 2 3 4 5.5000000000000009 8.5000000000000018 12.500000000000002 5 14.500000000000002 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 6 13.500000000000002 7 1.5000000000000002 16.500000000000004 8 9
decision_type=2 9 2 2 2 1 2 2 2 2 2 2 9 9 9 2 2 2 9 2 2 2 2 1 2 1 2 2 1 1
left_child=-1 2 4 -4 17 10 7 8 9 -7 14 -12 -10 -9 15 -6 -17 -2 19 20 21 -19 23 -23 28 26 27 -21 -22 -26
right_child=1 -3 3 -5 5 6 -8 13 12 -11 11 -13 -14 -15 -16 16 -18 18 -20 25 24 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0060534791616412842 0.5039881396405822 -0.026136112153568803 -1.1971451339219525 1.5012001803090742 -2.2395376110976595 1.7225929003599345 -1.014358644464713 14.50220685827321 4.1224412878354393 17.485211103713933 14.234086645507814 -1.3048304472062682 -2.3617542597075398 4.0113108424817101 -0.97252928662068217 27.577830291748047 5.6980448190982536 -0.20073194791324178 0.54113469663236191 12.177539692801991 4.6101269623943582 -100.32114214689835 -0.67648319082057229 -0.088454253856952381 -8.2227105653414156 -1.8611991751672503 -0.41036061044055155 0.29801325387642036 -3.3625324602948119 0.30543355852644022
leaf_weight=518152 14027 125473 6856 999 53 1412 1091 222 182 257 250 666 647 108 2766 25 26 199 2381 174 214 46 94 52 186 573 502 122 151 107
leaf_count=518152 14027 125473 6856 999 53 1412 1091 222 182 257 250 666 647 108 2766 25 26 199 2381 174 214 46 94 52 186 573 502 122 151 107
internal_value=0 0.019538 0.186145 -0.853969 0.494137 1.24668 2.27023 3.53737 2.46831 4.14979 0.18718 2.93614 -0.916965 11.6298 -0.690189 6.30614 16.4234 0.186172 -0.742385 -1.9992 -5.47266 -12.079 -24.3904 -47.1365 -1.54699 0.643896 2.44267 7.28125 1.31185 -5.10834
internal_weight=0 159861 34388 7855 26533 7705 3919 2828 2498 1669 3786 916 829 330 2870 104 51 18828 4801 2420 1049 391 192 98 658 1371 798 296 365 293
internal_count=678013 159861 34388 7855 26533 7705 3919 2828 2498 1669 3786 916 829 330 2870 104 51 18828 4801 2420 1049 391 192 98 658 1371 798 296 365 293
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=499788 2 8200 131072 8 163840 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=883
num_leaves=31
num_cat=12
split_feature=11 10 13 12 12 13 12 13 12 12 12 13 13 14 12 12 14 14 13 12 12 12 12 12 12 12 12 13 13 14
split_gain=9924.79 65628 417902 805390 1.27073e+06 494491 1.07751e+06 233525 433371 875130 1.31204e+06 566046 313439 1.01602e+06 266558 1.31486e+06 1.14635e+06 538048 927930 1.82928e+06 723552 1.79547e+06 386809 778268 206725 202864 199069 184577 179590 1.01715e+06
threshold=3.5000000000000004 1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 1 6.5000000000000009 2 7.5000000000000009 3.5000000000000004 4.5000000000000009 3 4 5 11.500000000000002 12.500000000000002 6 7 8 2.5000000000000004 4.5000000000000009 6.5000000000000009 7.5000000000000009 8.5000000000000018 3.5000000000000004 9.5000000000000018 4.5000000000000009 9 10 11
decision_type=2 2 9 2 2 9 2 9 2 2 2 9 9 1 2 2 1 1 9 2 2 2 2 2 2 2 2 9 9 1
left_child=-1 -2 3 -3 -5 6 -6 14 9 12 -11 -12 -9 -14 17 16 -16 -4 22 -20 -21 -22 26 -24 -7 -8 27 -19 29 -13
right_child=1 2 7 4 5 24 25 8 -10 10 11 28 13 -15 15 -17 -18 18 19 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0065781459847103875 0.036107012279443344 -16.445453443527224 -1.4259756095481642 23.857864329020185 21.654412881951586 5.7644922696627106 -6.6900572935740161 -1.4697376462422551 -2.5467561797870459 9.2614212055595555 -5.4757799199085362 11.377820912113897 -17.861301793370927 -0.63086181770671501 12.566044166088105 -0.6864355259855397 -5.0541234215100612 1.9994498923488948 24.547906556421395 -6.3288994482008079 26.329165926846596 -3.4930703016427849 11.720220304790296 -0.49810145906655184 -2.3356127552869843 4.6099007647088239 -3.6297519389788313 -2.3163648257598033 0.37492091961062896 -9.0228404453822559
leaf_weight=522892 148363 20 1881 30 38 39 24 428 1249 196 141 81 56 88 160 621 48 209 49 59 33 52 76 166 164 47 240 171 357 35
leaf_count=522892 148363 20 1881 30 38 39 24 428 1249 196 141 81 56 88 160 621 48 209 49 59 33 52 76 166 164 47 240 171 357 35
internal_value=0 0.0222249 -0.282539 2.97735 4.20024 2.31008 7.38632 -0.47096 -1.1922 0.0233734 2.13802 -0.1359 -2.97114 -6.85551 0.034868 1.61845 8.49985 -0.412148 1.39544 7.47126 2.17929 8.08497 -0.0509989 3.33906 -0.742842 0.790197 -1.37504 0.0489934 1.53913 4.80797
internal_weight=0 155121 6758 362 342 312 109 6396 2631 1382 810 614 572 144 3765 829 208 2936 1055 193 144 85 862 242 203 71 620 380 473 116
internal_count=678013 155121 6758 362 342 312 109 6396 2631 1382 810 614 572 144 3765 829 208 2936 1055 193 144 85 862 242 203 71 620 380 473 116
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=536576 532480 1067525 136 163856 2 2 2 1049089 1 80 2
is_linear=0
shrinkage=0.1


Tree=884
num_leaves=31
num_cat=12
split_feature=12 12 0 13 14 11 13 13 13 11 11 11 11 13 11 13 13 13 4 11 11 3 7 14 14 1 13 11 11 9
split_gain=8245.48 46050.2 377028 435559 520302 1.4609e+06 1.02666e+06 944255 714980 570880 1.80375e+06 313709 270508 1.09549e+06 1.05446e+06 717913 255721 224439 349583 1.42393e+06 314283 355720 296567 818399 229691 228596 221954 460138 294158 217058
threshold=8.5000000000000018 9.5000000000000018 1.0000000180025095e-35 0 1 3.5000000000000004 2 3 4 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 5 3.5000000000000004 6 7 8 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 9 10 1.0000000180025095e-35 11 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 9 1 2 9 9 9 2 2 2 2 9 2 9 9 9 2 2 2 2 2 1 1 2 9 2 2 2
left_child=-1 2 17 -4 5 8 9 16 -5 10 11 -6 15 14 -14 -8 -7 18 20 -20 -2 22 29 -24 -23 -19 27 28 -17 -22
right_child=1 -3 3 4 6 7 12 -9 -10 -11 -12 -13 13 -15 -16 26 -18 25 19 -21 21 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0085914088546977865 -0.40877085530047763 -0.0018466172703670198 -1.0514113822668998 1.0341606308617823 3.0196902684529623 12.263762561345505 1.9339754742088049 0.64789521717330789 -2.1179551578685247 -0.11138099495691199 8.9222152007253541 -0.54832360997836671 14.984373883847837 0.028525432932033464 -1.6395969237311414 -2.0173356939245153 5.3375854013355211 0.16078575565519995 -1.109644721143989 17.079070858444489 -4.1100693764237617 7.1226969011368304 -6.1552587715976212 7.5755921122792005 -4.7706539154052736 -1.9658521221058578 -4.6551099771833693 -3.6998532522672392 7.5840328216552741 0.41385817876676234
leaf_weight=421914 4566 224177 1287 1161 750 108 554 402 1868 393 532 367 108 962 59 54 229 15946 186 56 770 62 83 91 22 522 344 239 78 123
leaf_count=421914 4566 224177 1287 1161 750 108 554 402 1868 393 532 367 108 962 59 54 229 15946 186 56 770 62 83 91 22 522 344 239 78 123
internal_value=0 0.0141549 0.126528 0.654706 0.922379 0.0592415 1.65696 4.04566 -0.913344 3.29746 4.12987 1.84739 0.245228 1.37228 8.59648 -0.75555 7.84671 -0.0970884 -0.622402 3.09931 -0.78103 -2.25778 -2.75104 1.02582 4.00777 0.0933193 -2.82697 -1.05419 3.6562 -3.48695
internal_weight=0 256099 31922 9495 8208 3768 4440 739 3029 2042 1649 1117 2398 1129 167 1269 337 22427 5959 242 5717 1151 1067 174 84 16468 715 371 132 893
internal_count=678013 256099 31922 9495 8208 3768 4440 739 3029 2042 1649 1117 2398 1129 167 1269 337 22427 5959 242 5717 1151 1067 174 84 16468 715 371 132 893
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=2212417 2 308 133248 1708044 10240 790656 2176 209440 2 2 1179656
is_linear=0
shrinkage=0.1


Tree=885
num_leaves=31
num_cat=17
split_feature=0 12 12 13 11 14 11 13 14 11 13 11 14 14 13 14 13 11 11 11 13 13 11 14 13 13 11 13 11 14
split_gain=8852.62 64575 258353 400806 1.26923e+06 3.06288e+06 535201 2.15372e+06 2.01698e+06 4.5187e+06 1.38728e+06 1.24267e+06 1.42913e+06 478762 278308 286584 330262 819905 1.07159e+06 226177 615843 333519 338237 964401 981362 919206 636734 475289 263422 223318
threshold=1.0000000180025095e-35 13.500000000000002 12.500000000000002 0 1.0000000180025095e-35 1 2.5000000000000004 2 3 1.5000000000000002 4 3.5000000000000004 5 6 7 8 9 2.5000000000000004 3.5000000000000004 2.5000000000000004 10 11 1.5000000000000002 12 13 14 1.0000000180025095e-35 15 3.5000000000000004 16
decision_type=2 2 2 9 2 1 2 9 1 2 9 2 1 1 9 1 9 2 2 2 9 9 2 1 9 9 2 9 2 1
left_child=-1 2 -2 4 5 -4 7 8 -6 -10 -8 12 -12 -13 19 16 17 -16 -19 21 -21 22 26 25 -25 -24 -5 29 -22 -28
right_child=1 -3 3 14 6 -7 10 -9 9 -11 11 13 -14 -15 15 -17 -18 18 -20 20 28 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0064415870333095196 -0.026167262470597509 -0.13855764752499955 -3.9747413586966602 1.8008178759692346 -1.3496433570736746 23.223820863921066 -0.24313150954743229 -3.0877499711164527 -2.5084903717041018 50.634617233276373 24.870943723406114 -9.0760270667798597 2.4391585964626739 9.0683594006758472 -7.3811647415161135 -2.9718080816875632 -0.76879865847571049 21.026024509006078 -2.9114841938018801 -0.9589797155270402 1.1985176618407374 -0.8673887969829418 6.9590316812405408 6.7270670462345734 -2.9909090923472039 -0.66381119459103322 -5.535004537459109 3.4480777337792379 7.3286219981179315 -1.2011501136463361
leaf_weight=515277 117784 35975 79 1291 61 87 374 639 32 32 77 33 45 26 35 503 682 45 32 1900 147 800 563 128 412 224 263 116 134 217
leaf_count=515277 117784 35975 79 1291 61 87 374 639 32 32 77 33 45 26 35 503 682 45 32 1900 147 800 563 128 412 224 263 116 134 217
internal_value=0 -0.0203127 0.0132455 0.530366 2.02539 10.2799 1.00189 -0.714976 10.7978 24.0631 3.36528 10.2675 16.5969 -1.0802 0.231024 -1.09577 0.0789095 4.87429 11.078 0.510122 -0.308773 0.956337 1.4086 2.6363 -0.618201 4.86937 0.552707 -2.15084 3.98013 -3.50277
internal_weight=0 162736 126761 8977 1485 166 1319 764 125 64 555 181 122 59 7492 1297 794 112 77 6195 2181 4014 3214 1327 540 787 1887 596 281 480
internal_count=678013 162736 126761 8977 1485 166 1319 764 125 64 555 181 122 59 7492 1297 794 112 77 6195 2181 4014 3214 1327 540 787 1887 596 281 480
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=534560 2 8192 2 10240 2 2 1216604 2 128 1179668 163860 2 131072 32784 16 2
is_linear=0
shrinkage=0.1


Tree=886
num_leaves=31
num_cat=11
split_feature=11 12 13 2 12 12 13 6 12 13 13 13 12 14 14 13 12 12 12 12 2 13 14 11 12 12 12 14 12 12
split_gain=8757.32 70280.1 455257 1.74775e+06 8.66377e+06 3.4268e+07 636250 505066 799049 1.45188e+06 1.18867e+06 688307 8.4407e+06 2.23577e+07 1.88449e+06 601833 668577 545488 545298 471936 1.02463e+06 1.7332e+06 4.10888e+06 3.17394e+06 4.2531e+06 1.12673e+07 1.67005e+06 4.732e+06 1.06321e+06 2.81051e+06
threshold=3.5000000000000004 5.5000000000000009 0 1.0000000180025095e-35 7.5000000000000009 6.5000000000000009 1 1.0000000180025095e-35 8.5000000000000018 2 3 4 11.500000000000002 5 6 7 6.5000000000000009 13.500000000000002 12.500000000000002 8.5000000000000018 1.0000000180025095e-35 8 9 4.5000000000000009 7.5000000000000009 6.5000000000000009 7.5000000000000009 10 7.5000000000000009 6.5000000000000009
decision_type=2 2 9 2 2 2 9 2 2 9 9 9 2 1 1 9 2 2 2 2 2 9 1 2 2 2 2 1 2 2
left_child=-1 -2 3 7 5 -5 -6 15 9 -9 18 12 13 -12 -14 16 -3 -13 -10 20 -4 26 28 24 25 -24 27 -22 29 -23
right_child=1 2 19 4 6 -7 -8 8 10 -11 11 17 14 -15 -16 -17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0061608376841976184 -0.041358727558698821 -3.2984070453768464 0.57578555221584626 21.491899715770376 -6.4958576500415806 -112.17567098280963 1.9745460782295621 -1.7898385612749745 -3.4502271102399242 5.1457191542887877 108.39725390625 -0.11918686830015496 -32.787022307424834 -15.421004480634418 2.1540632313695447 -1.0005849097903121 0.69270717020185479 3.5190340392945916 -0.11851741631775339 0.051153373926016911 31.080377546037951 9.2746010962952976 6.6290613329088366 -4.2472650364467084 3.3644373843544408 86.373232942468988 -23.145518965380532 -16.667338973400643 10.028075338869678 -25.127501169840496
leaf_weight=522892 83605 459 15186 44 114 34 302 456 980 873 25 1129 33 35 29 8536 4905 649 985 36333 35 47 37 35 38 34 35 51 49 48
leaf_count=522892 83605 459 15186 44 114 34 302 456 980 873 25 1129 33 35 29 8536 4905 649 985 36333 35 47 37 35 38 34 35 51 49 48
internal_value=0 0.0208951 0.0936724 -0.317041 -6.18979 -36.7735 -0.455356 -0.165267 0.676093 2.79128 -0.0512235 1.72774 8.71737 36.1699 -16.4436 -0.479657 0.350532 1.20206 -1.77112 0.248613 0.70881 5.64794 9.67222 21.9525 30.3653 44.8164 -4.36881 2.76487 -1.93638 -8.10751
internal_weight=0 155121 71516 19588 494 78 416 19094 5194 1329 3865 1900 122 60 62 13900 5364 1778 1965 51928 15595 409 288 144 109 71 121 86 144 95
internal_count=678013 155121 71516 19588 494 78 416 19094 5194 1329 3865 1900 122 60 62 13900 5364 1778 1965 51928 15595 409 288 144 109 71 121 86 144 95
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=559350 526368 526400 32820 64 2 2 22 1064960 2 2
is_linear=0
shrinkage=0.1


Tree=887
num_leaves=31
num_cat=8
split_feature=12 13 14 4 12 7 11 13 12 11 13 12 11 12 12 12 11 12 13 13 12 12 0 13 11 12 11 11 13 12
split_gain=7992.36 52564.7 212799 584840 1.17852e+06 414017 779041 769672 964523 872446 2.07046e+06 1.07641e+07 9.24934e+06 1.80296e+07 4.17157e+06 3.1448e+06 2.33126e+06 1.87867e+06 724964 671899 1.51894e+06 4.79062e+06 570321 1.38366e+06 4.83708e+06 857215 1.60569e+06 1.19497e+06 554892 1.46108e+06
threshold=8.5000000000000018 0 1 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 2.5000000000000004 2 14.500000000000002 1.0000000180025095e-35 3 9.5000000000000018 1.5000000000000002 12.500000000000002 13.500000000000002 11.500000000000002 1.5000000000000002 12.500000000000002 4 5 11.500000000000002 12.500000000000002 1.0000000180025095e-35 6 1.0000000180025095e-35 13.500000000000002 2.5000000000000004 3.5000000000000004 7 9.5000000000000018
decision_type=2 9 1 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 9 9 2 2 2 9 2 2 2 2 9 2
left_child=-1 -2 5 -4 -5 18 7 -7 9 17 11 -11 13 15 19 -13 -16 -9 -3 20 -12 -22 -20 -24 -25 27 -27 -26 29 -8
right_child=1 2 3 4 -6 6 28 8 -10 10 14 12 -14 -15 16 -17 -18 -19 22 -21 21 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.0084357403153686016 -0.017494542860974231 -0.25564608548518947 0.20639653657987245 6.955308936608029 -1.2771406665581924 -5.7331075059825727 13.692107107284222 4.2421467225382647 -0.18062167403659202 70.50323150634766 -2.0891718539069681 24.64140308925084 -10.061831189715674 112.82599271138508 -8.054479153951009 -25.881873668323863 29.287543322400349 -20.155143921715876 0.45780782911619594 -2.0462999339689292 51.152018554687501 -9.5979003623679837 0.85506342138707936 41.964195771217348 -7.1201993506887691 27.953845966884071 -4.5033269122794826 11.73065349650833 -1.2335814772023652 0.34324443500918395
leaf_weight=421914 172810 40660 35061 374 325 100 94 127 615 30 85 28 126 21 21 22 82 42 1760 446 25 27 577 40 92 35 27 53 1752 642
leaf_count=421914 172810 40660 35061 374 325 100 94 127 615 30 85 28 126 21 21 22 82 42 1760 446 25 27 577 40 92 35 27 53 1752 642
internal_value=0 0.0139587 0.0792113 0.263498 3.12763 -0.0594261 0.878173 2.46473 2.96413 4.77897 6.00067 14.0811 6.20362 35.0691 3.07672 2.41116 21.6741 -1.82109 -0.152332 -0.15615 5.72842 19.6088 1.46866 3.64557 9.73552 3.97807 13.8193 -0.229888 -0.267745 2.02067
internal_weight=0 256099 83289 35760 699 47529 4285 1797 1697 1082 913 227 197 71 686 50 103 169 43244 583 137 52 2584 824 247 207 62 145 2488 736
internal_count=678013 256099 83289 35760 699 47529 4285 1797 1697 1082 913 227 197 71 686 50 103 169 43244 583 137 52 2584 824 247 207 62 145 2488 736
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1585501 2 327680 34816 182432 160 2424832 16544
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=10
split_feature=12 13 7 13 11 14 13 12 11 11 14 12 13 11 14 11 14 12 12 11 11 12 14 12 11 11 12 13 12 11
split_gain=8481.16 32908.2 147165 1.2133e+06 444266 765030 867514 700190 380423 523573 898006 867616 399160 925303 986763 833840 620974 494772 451687 2.0008e+06 1.13113e+06 352133 281084 504377 849716 244516 159435 143505 632449 1.88733e+06
threshold=1.5000000000000002 0 1.0000000180025095e-35 1 3.5000000000000004 2 3 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4 1.0000000180025095e-35 5 3.5000000000000004 6 3.5000000000000004 7 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 8 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 9 1.0000000180025095e-35 2.5000000000000004
decision_type=2 9 2 9 2 1 9 2 2 2 1 2 9 2 1 2 1 2 2 2 2 2 1 2 2 2 2 9 2 2
left_child=1 -1 -3 8 25 21 7 -7 -4 10 -10 -12 15 14 26 22 -17 -18 19 -16 -20 -6 23 -11 -25 -5 -14 28 -24 -30
right_child=-2 2 3 4 5 6 -8 -9 9 12 11 -13 13 -15 18 16 17 -19 20 -21 -22 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=-0.032089301833089071 -0.0054136718928758428 0.031285731569026705 -0.14144313671776862 -0.93244823429205415 1.1699929527207917 1.2661178205071426 -3.822304153069854 10.195930448663297 -3.1305622775107622 -2.9365691917530006 1.6924697089195253 14.73030514108374 3.7617456497684603 -6.5981056541693022 -3.8875129023684729 -1.9660265044468206 2.1361220804850261 17.661679898775542 17.310251087450801 25.430909035422587 -2.4901764740815033 -6.4664774353439745 -6.1959346522455636 17.269032562255859 -1.6721628316243491 -3.4657024578054747 -4.9756535008549694 -1.6774667524196234 -5.6973613623416783 31.618819394318958
leaf_weight=58826 548990 65667 482 1044 102 164 118 189 68 69 80 141 31 61 79 41 30 65 131 33 37 148 46 50 45 600 64 556 33 23
leaf_count=58826 548990 65667 482 1044 102 164 118 189 68 69 80 141 31 61 79 41 30 65 131 33 37 148 46 50 45 600 64 556 33 23
internal_value=0 0.0230788 0.0693052 0.620589 -0.945338 1.12028 3.49346 5.88065 2.3248 3.04493 6.91866 10.0107 2.24184 4.71592 6.68209 1.05561 8.31975 12.7589 9.67005 4.75095 12.9494 -3.3508 -0.133404 3.57062 8.29689 -1.85699 -2.1245 -1.05659 2.2697 9.62893
internal_weight=0 129023 70197 4530 2365 721 471 353 2165 1683 289 221 1394 436 375 958 136 95 280 112 168 250 822 164 95 1644 95 658 102 56
internal_count=678013 129023 70197 4530 2365 721 471 353 2165 1683 289 221 1394 436 375 958 136 95 280 112 168 250 822 164 95 1644 95 658 102 56
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2752929 339988 2 1083392 2 8212 2 2 2 8192
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=8
split_feature=12 1 13 14 14 13 11 11 12 11 13 12 12 13 12 12 12 12 11 11 12 13 3 14 12 12 12 6 11 12
split_gain=8356.95 55718.5 289409 1.37123e+06 90649.6 279757 764731 111664 69140.5 106050 51409.5 69357.7 101675 54072.4 225581 94122.4 85052.7 76280.3 55747.5 151777 43649.8 33273.1 107934 79145.9 93898.4 56787.8 306253 75081.1 106248 24008.1
threshold=19.500000000000004 1.0000000180025095e-35 0 1 2 3 3.5000000000000004 3.5000000000000004 23.500000000000004 3.5000000000000004 4 22.500000000000004 23.500000000000004 5 21.500000000000004 23.500000000000004 21.500000000000004 25.500000000000004 1.5000000000000002 2.5000000000000004 20.500000000000004 6 1.0000000180025095e-35 7 20.500000000000004 21.500000000000004 22.500000000000004 1.0000000180025095e-35 2.5000000000000004 21.500000000000004
decision_type=2 2 9 1 1 9 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2
left_child=-1 21 3 -3 8 6 -6 10 9 -4 11 -7 -13 16 20 -16 18 -18 -12 -20 -15 25 -23 24 -24 27 -27 28 -2 -9
right_child=1 2 4 -5 5 7 -8 29 -10 -11 13 12 -14 14 15 -17 17 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0014709483087272561 3.9871851172447208 23.752365075388266 -1.4647038322041432 -0.34823291596740186 -1.4828010763724646 -0.072035355038113077 16.236540147734853 -6.4464136745248526 1.3810860622115433 -8.418086882560484 0.10296616077423096 10.455508894920349 1.3664614856243134 -8.3067809752928916 4.315644539103789 -1.9226857568906703 -2.0068748693112974 2.1205340848040226 9.5339984074234962 -0.8650950622558593 -3.32352911233902 0.023577944950871441 1.6935066331987796 -7.7202602192207621 -4.4813905497766893 10.953806974671103 -0.34244381023401566 3.6140362101632193 -3.5404775616327928 -2.492236150713528
leaf_weight=666326 25 31 75 99 60 63 41 28 40 31 40 20 32 39 51 46 135 67 32 25 32 10282 46 27 53 33 88 37 75 34
leaf_count=666326 25 31 75 99 60 63 41 28 40 31 40 20 32 39 51 46 135 67 32 25 32 10282 46 27 53 33 88 37 75 34
internal_value=0 0.0838289 0.789555 5.0132 0.115746 0.563566 5.19577 -0.239867 -2.16144 -3.49824 0.18619 1.98639 4.86225 -0.293367 -1.67788 1.35726 0.513679 -0.637883 2.96473 4.97299 -6.06081 0.0162735 -0.012059 -2.92111 -1.61225 1.11643 2.73835 -0.234576 -1.65856 -4.27799
internal_weight=0 11687 1021 130 891 745 101 644 146 106 582 115 52 467 168 97 299 202 97 57 71 10666 10408 126 99 258 121 137 100 62
internal_count=678013 11687 1021 130 891 745 101 644 146 106 582 115 52 467 168 97 299 202 97 57 71 10666 10408 126 99 258 121 137 100 62
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=73729 2 2 1048576 540832 131088 644 2
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=7
split_feature=11 13 3 12 8 12 14 10 10 12 8 12 12 12 14 12 6 12 12 14 12 14 12 7 12 12 14 12 14 0
split_gain=7878.91 67402.8 198747 700259 3.95693e+06 5.89089e+06 921686 1.7474e+06 1.21544e+06 738500 387043 498128 341992 240648 679409 708513 314524 817593 7.20656e+06 2.00251e+07 1.52027e+06 781488 403796 616689 689389 641113 563916 537586 497547 426377
threshold=3.5000000000000004 0 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 13.500000000000002 16.500000000000004 2 19.500000000000004 1.0000000180025095e-35 11.500000000000002 10.500000000000002 3 8.5000000000000018 4 12.500000000000002 1.0000000180025095e-35 9.5000000000000018 10.500000000000002 5 10.500000000000002 6 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 1 2 1 2 2 2 2 1 2 1 2
left_child=-1 2 3 4 6 -6 7 -2 -8 -9 13 -12 -13 16 15 -15 22 18 20 -20 -18 -22 23 25 -25 -5 27 -26 -27 -24
right_child=1 -3 -4 10 5 -7 8 9 -10 -11 11 12 -14 14 -16 -17 17 -19 19 -21 21 -23 29 24 26 28 -28 -29 -30 -31
leaf_value=-0.0058719974892265901 -0.38369179034534895 0.03437954769096057 0.65414601831375763 -1.2436135525829328 5.9518367687861122 -62.138883350513595 -3.3922922649475811 30.269392438020027 -27.959262014570694 5.4617966788155696 15.988980612754823 0.64200161928418042 13.616849476358167 -11.068248005080642 6.3139312492752522 2.7509680934385821 2.7578554100753196 -2.8035880523869117 84.760905416388269 -11.54472953414917 -13.569999771118166 -1.9065162588048865 -0.86668034409270678 0.099334196977212408 27.822729077546498 -9.766014182430574 0.78937069574991869 7.6448301930581373 -1.456646329988309 5.0268975016918596
leaf_weight=522892 395 147884 1737 1515 24 27 491 28 21 21 30 174 23 114 54 55 543 351 38 50 100 135 257 426 23 174 42 31 123 235
leaf_count=522892 395 147884 1737 1515 24 27 491 28 21 21 30 174 23 114 54 55 543 351 38 50 100 135 257 426 23 174 42 31 123 235
internal_value=0 0.0197912 -0.277977 -0.572864 -2.95629 -30.0962 -1.50845 1.82586 -4.39992 19.6376 -0.0386751 3.98487 2.15683 -0.252774 -3.45078 -6.57087 -0.0763808 1.26767 2.9178 30.0418 -0.150211 -6.8697 -0.655188 -1.204 1.82449 -2.07645 9.47985 16.2391 -6.32476 1.94834
internal_weight=0 155121 7237 5500 1007 51 956 444 512 49 4493 227 197 4266 223 169 4043 1217 866 88 778 235 2826 2334 522 1812 96 54 297 492
internal_count=678013 155121 7237 5500 1007 51 956 444 512 49 4493 227 197 4266 223 169 4043 1217 866 88 778 235 2826 2334 522 1812 96 54 297 492
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=266560 2 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=891
num_leaves=31
num_cat=5
split_feature=12 13 14 12 4 0 13 11 12 12 12 12 11 11 12 3 11 9 1 13 11 6 11 6 11 0 7 11 11 13
split_gain=6903.87 41946.8 233143 433483 868735 706935 820571 1.30276e+06 6.11928e+06 1.09106e+06 651959 1.5295e+06 1.54071e+06 4.67668e+06 556186 2.24435e+06 781918 1.599e+06 1.29779e+06 873830 2.09629e+06 2.80754e+06 1.9578e+06 2.30957e+06 3.87575e+06 1.75247e+06 1.7076e+06 2.70474e+06 1.57487e+06 551713
threshold=8.5000000000000018 0 1 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2 1.0000000180025095e-35 13.500000000000002 27.500000000000004 14.500000000000002 15.500000000000002 3.5000000000000004 2.5000000000000004 11.500000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 4
decision_type=2 9 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9
left_child=-1 -2 -3 4 14 29 7 8 -7 10 -9 12 13 -12 -4 16 19 18 -18 22 -21 -22 23 -16 -25 26 -24 -28 -27 -5
right_child=1 2 3 5 -6 6 -8 9 -10 -11 11 -13 -14 -15 15 -17 17 -19 -20 20 21 -23 25 24 -26 28 27 -29 -30 -31
leaf_value=-0.0078622285427457621 -0.015286425874354376 -0.073092897158303471 0.20064446710366401 1.0118858352218585 5.0480399999369361 31.60124504654496 -0.91652122579927697 -0.61248493690928885 -0.30636925983838259 18.418895128038198 1.5397623534129963 0.0078193508939587431 -1.6394116332565529 26.582095266977944 4.3948311480080209 -14.504692438036898 -2.5105716551130568 14.17245361734839 15.903991737365724 -1.0494820568638463 1.549397746096836 19.7085287689209 -1.8213595183645364 -1.9339197158813477 36.889238362842143 15.06444105747768 -9.5891571493709797 26.048262271546481 2.8588444141859419 -0.98777543530608303
leaf_weight=421914 172249 48015 16701 1657 421 81 1705 1393 233 36 197 858 138 120 164 86 886 68 40 1240 267 125 706 40 72 175 34 57 267 8068
leaf_count=421914 172249 48015 16701 1657 421 81 1705 1393 233 36 197 858 138 120 164 86 886 68 40 1240 267 125 706 40 72 175 34 57 267 8068
internal_value=0 0.0129515 0.0709526 0.263978 0.550473 -0.15825 0.840165 1.81731 7.92458 1.12456 0.89448 2.49326 7.1801 11.0195 0.459997 1.48471 1.81678 -0.628249 -1.71513 2.58905 0.959743 7.33994 4.30941 11.9544 23.0238 2.64119 -0.159549 12.7332 7.69138 -0.647037
internal_weight=0 256099 83850 35835 21349 14486 4761 3056 314 2742 2706 1313 455 317 20928 4227 4141 994 926 3147 1632 392 1515 276 112 1239 797 91 442 9725
internal_count=678013 256099 83850 35835 21349 14486 4761 3056 314 2742 2706 1313 455 317 20928 4227 4141 994 926 3147 1632 392 1515 276 112 1239 797 91 442 9725
cat_boundaries=0 1 2 3 4 5
cat_threshold=3748181 2 133128 131200 33408
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=7
split_feature=12 4 13 12 11 11 13 12 12 11 12 12 11 12 14 11 12 14 12 12 12 10 13 11 14 12 11 14 12 12
split_gain=9004.22 82880.9 195502 262381 527149 255035 133257 286388 308152 299130 268372 134798 254504 636044 243959 465621 138675 114568 453016 288693 94710.9 62735.2 678359 626589 839823 608406 614439 574765 609596 1.93564e+06
threshold=12.500000000000002 1.0000000180025095e-35 0 14.500000000000002 1.5000000000000002 2.5000000000000004 1 15.500000000000002 14.500000000000002 1.5000000000000002 13.500000000000002 16.500000000000004 1.0000000180025095e-35 17.500000000000004 2 1.5000000000000002 14.500000000000002 3 13.500000000000002 13.500000000000002 24.500000000000004 1.0000000180025095e-35 4 1.5000000000000002 5 15.500000000000002 1.0000000180025095e-35 6 15.500000000000002 14.500000000000002
decision_type=2 2 9 2 2 2 9 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 9 2 1 2 2 1 2 2
left_child=-1 21 3 4 -3 6 7 8 10 -10 -4 14 13 -13 -8 -16 -17 18 -6 -19 -15 -2 27 24 -24 26 -26 28 29 -23
right_child=1 2 5 -5 17 -7 11 -9 9 -11 -12 12 -14 20 15 16 -18 19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0055420152912572266 -0.0016586871781121009 -1.5237018834661555 6.6757182557408399 0.43307839832313572 1.5463692252598111 -1.168194373350748 -2.2002274004176119 -1.2694615059807188 2.7998401121659713 18.046540389522431 -1.8556255166210347 22.124556522369389 -0.71502281540426715 5.5604620911354239 -1.1672808286261886 4.3954692204793302 13.002349152829915 21.657764492034914 15.371058466559962 5.057445491443981 -1.157126690265609 2.2416319602355363 -0.083556404185515867 -1.08671712642078 13.050577528211807 -1.0592843283547297 2.8780715753447339 -1.6688298015825211 -0.11869527385121695 15.500644963496441
leaf_weight=550725 119944 81 82 311 63 852 319 105 22 31 67 20 116 43 146 39 36 20 38 22 41 430 756 2707 135 90 106 248 270 148
leaf_count=550725 119944 81 82 311 63 852 319 105 22 31 67 20 116 43 146 39 36 20 38 22 41 430 756 2707 135 90 106 248 270 148
internal_value=0 0.0239688 0.599492 2.27011 4.92197 0.121278 1.15206 2.87327 5.16892 11.7177 2.83948 0.413531 2.50548 6.09758 -0.431088 2.12256 8.52677 8.57301 6.74774 12.9624 2.28164 0.0126551 0.36375 -0.271647 1.75566 5.9564 8.57636 2.54257 3.80419 5.63667
internal_weight=0 127288 2454 535 224 1919 1067 307 202 53 149 760 220 104 540 221 75 143 101 42 84 124834 4890 3794 1087 331 241 1096 848 578
internal_count=678013 127288 2454 535 224 1919 1067 307 202 53 149 760 220 104 540 221 75 143 101 42 84 124834 4890 3794 1087 331 241 1096 848 578
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=389196 133249 2 2 229664 2 2
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=6
split_feature=4 13 14 13 13 12 12 11 11 13 11 12 12 11 12 12 12 12 12 11 12 13 12 11 11 11 12 12 12 11
split_gain=10497.7 269304 167810 989135 715465 1.07784e+06 3.29429e+06 8.30505e+06 1.64332e+06 1.66736e+06 3.25838e+06 5.66458e+06 1.60051e+06 2.68345e+07 1.23202e+06 1.29581e+06 731324 1.88187e+06 706085 664765 590544 758216 2.22478e+06 5.65127e+06 1.40778e+07 1.22216e+06 765982 561102 740945 1.89025e+06
threshold=1.0000000180025095e-35 0 1 2 3 8.5000000000000018 6.5000000000000009 2.5000000000000004 2.5000000000000004 4 1.5000000000000002 3.5000000000000004 7.5000000000000009 3.5000000000000004 4.5000000000000009 5.5000000000000009 11.500000000000002 10.500000000000002 4.5000000000000009 3.5000000000000004 10.500000000000002 5 11.500000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 8.5000000000000018 3.5000000000000004 2.5000000000000004
decision_type=2 9 1 9 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2
left_child=-1 -2 3 27 5 6 8 -8 9 10 18 -12 13 -9 -10 -16 17 -7 -4 -17 -5 -22 23 24 25 -23 -24 28 -3 -30
right_child=1 2 4 20 -6 16 7 12 14 -11 11 -13 -14 -15 15 19 -18 -19 -20 -21 21 22 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0016812372177785386 -2.3075123061509362 -0.40351925984139925 -5.8782534500648236 -2.3818867319092996 -0.31204995031083271 -0.69104620972311648 0.62720433821280797 93.093755289713556 -9.7778962890307124 -1.1297297192554847 54.720092030060599 -3.0782704416910809 50.085447352582761 -38.552052068710331 11.863398870703293 -15.668504257202148 2.2330689363472458 -20.419758564631145 13.698558284618237 2.928737791486689 -3.094722240594181 1.6250100016593934 -4.4669975962078867 -13.823949653697463 63.088427308889543 -29.887023687362671 2.1301266598790063 -0.12310450820040537 12.666752833620125 1.1176519775390625
leaf_weight=665835 515 389 58 2272 4104 249 192 30 192 194 39 30 44 32 73 40 333 60 27 37 443 32 281 53 52 20 471 1293 218 405
leaf_count=665835 515 389 58 2272 4104 249 192 30 192 194 39 30 44 32 73 40 333 60 27 37 443 32 281 53 52 20 471 1293 218 405
internal_value=0 -0.0920093 0.00779189 -0.36523 0.393512 2.15864 4.24476 13.0313 0.449983 5.28791 12.626 29.5904 35.4991 25.1475 -4.47282 2.31767 -1.01814 -4.52186 0.340263 -6.73217 -1.39331 0.25765 1.90452 12.7528 26.2967 -10.495 -0.335022 1.25177 3.02078 5.15891
internal_weight=0 12178 11663 5929 5734 1630 988 298 690 348 154 69 106 62 342 150 642 309 85 77 3624 1352 909 157 104 52 752 2305 1012 623
internal_count=678013 12178 11663 5929 5734 1630 988 298 690 348 154 69 106 62 342 150 642 309 85 77 3624 1352 909 157 104 52 752 2305 1012 623
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2097226 2 199553 1912832 1056768 1613824
is_linear=0
shrinkage=0.1


Tree=894
num_leaves=31
num_cat=10
split_feature=11 12 13 2 12 12 13 6 12 12 12 2 12 13 4 11 14 14 11 13 11 3 13 0 12 14 13 12 14 3
split_gain=10373.6 63092.9 366624 1.42464e+06 7.01381e+06 2.77571e+07 519545 422992 945028 1.86805e+06 694824 1.3034e+06 1.72978e+06 1.12308e+06 1.44425e+06 950477 1.72748e+06 646193 669063 988192 592258 580685 620024 1.12604e+06 4.31134e+06 6.48744e+06 572949 1.71794e+06 1.8062e+06 569690
threshold=3.5000000000000004 5.5000000000000009 0 1.0000000180025095e-35 7.5000000000000009 6.5000000000000009 1 1.0000000180025095e-35 7.5000000000000009 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 6.5000000000000009 2 1.0000000180025095e-35 4.5000000000000009 3 4 4.5000000000000009 5 4.5000000000000009 1.0000000180025095e-35 6 1.0000000180025095e-35 6.5000000000000009 7 8 6.5000000000000009 9 1.0000000180025095e-35
decision_type=2 2 9 2 2 2 9 2 2 2 2 2 2 9 2 2 1 1 2 9 2 2 9 2 2 1 9 2 1 2
left_child=-1 -2 3 -3 5 -5 -6 10 20 17 11 13 -13 14 29 16 -14 18 19 -10 26 22 -15 -24 -25 -26 27 28 -9 -4
right_child=1 2 7 4 6 -7 -8 8 9 -11 -12 12 15 21 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0067486581117186424 -0.036286429223226814 -0.13988753553919672 -0.94375457746611513 19.341976339166816 -5.8776884102052263 -100.95883623010972 1.7766379651350854 0.55510297502790185 13.877389357595732 -0.32639464262593659 0.17605066859817953 0.27638658417595757 5.748026641845704 0.53746082811544749 -22.221433510651462 -3.0275509920987216 30.555615967512132 1.3545153943627284 -2.1296094200827862 4.2769018168643802 2.2016141727992466 3.0299186706845918 1.3630897132091877 -3.8768976358266976 6.1219273298214647 72.201764424641937 -3.1264308448074489 -6.413734811811306 37.94032026926677 -11.886650921748235
leaf_weight=522892 83605 19094 559 44 114 34 302 28 155 9911 30190 144 50 5309 37 22 64 565 88 407 280 1574 377 78 39 24 1884 67 24 52
leaf_count=522892 83605 19094 559 44 114 34 302 28 155 9911 30190 144 50 5309 37 22 64 565 88 407 280 1574 377 78 39 24 1884 67 24 52
internal_value=0 0.0226984 0.091654 -0.276921 -5.5791 -33.0968 -0.419525 0.230695 -0.252993 0.127291 0.399133 1.20774 7.91484 0.974416 -2.99067 16.0026 19.6751 3.82809 5.9782 7.24775 -2.10627 1.32383 0.865255 4.13463 11.8383 31.2952 -2.70847 3.84799 17.8098 -1.87506
internal_weight=0 155121 71516 19588 494 78 416 51928 13409 11126 38519 8329 280 8049 648 136 114 1215 650 562 2283 7401 5827 518 141 63 2003 119 52 611
internal_count=678013 155121 71516 19588 494 78 416 51928 13409 11126 38519 8329 280 8049 648 136 114 1215 650 562 2283 7401 5827 518 141 63 2003 119 52 611
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=559350 526368 4616 2 2 4097 1179905 2 4096 2
is_linear=0
shrinkage=0.1


Tree=895
num_leaves=31
num_cat=8
split_feature=6 13 11 11 13 12 12 14 14 12 12 12 12 12 12 12 12 12 12 13 12 11 11 12 14 12 12 14 11 13
split_gain=9527.22 123732 939134 635396 678933 601197 3.29584e+06 3.43267e+06 1.85868e+06 774621 2.36922e+06 1.33917e+06 4.28016e+06 754988 1.82775e+06 638690 572264 571394 564716 555900 1.60283e+06 1.62881e+06 5.15478e+06 7.91264e+06 1.94282e+07 899517 529172 524508 667654 978046
threshold=1.0000000180025095e-35 0 3.5000000000000004 2.5000000000000004 1 14.500000000000002 13.500000000000002 2 3 10.500000000000002 9.5000000000000018 6.5000000000000009 5.5000000000000009 2.5000000000000004 1.5000000000000002 8.5000000000000018 7.5000000000000009 12.500000000000002 4.5000000000000009 4 14.500000000000002 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 5 13.500000000000002 13.500000000000002 6 1.5000000000000002 7
decision_type=2 9 2 2 9 2 2 1 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 1 2 9
left_child=-1 2 3 17 5 6 8 -8 -5 10 11 12 13 14 -10 16 -13 -2 -4 25 21 22 -21 24 -24 -19 -23 28 29 -22
right_child=1 -3 18 4 -6 -7 7 -9 9 -11 -12 15 -14 -15 -16 -17 -18 19 -20 20 27 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0065777256027940104 0.54329012973846802 -0.020165835486739433 -2.064948103298037 -0.72039028220024137 -3.878865540983305 -1.0707392104942739 20.441848287274762 -2.5324705867767339 0.40038540555906166 -0.40616419305914475 12.80501895544664 0.47064418234848626 17.875697461296532 -0.43847215844209864 12.181074291009169 3.2589379398833289 -6.9409447678895759 6.5683924825140769 -0.18684987452159563 -0.063475113454526361 9.5238500322576041 1.1266836299452672 -87.846056723087401 -0.63470054070154835 -0.29004526311700995 -0.59365413872101891 -4.4032469892654182 -1.6554442418349344 -0.19332078446562473 -1.0574182437945017
leaf_weight=518152 11433 130755 2263 2305 227 743 186 100 359 506 265 203 204 567 208 227 214 235 5473 274 212 387 47 96 55 691 313 645 520 148
leaf_count=518152 11433 130755 2263 2305 227 743 186 100 359 506 265 203 204 567 208 227 214 235 5473 274 212 387 47 96 55 691 313 645 520 148
internal_value=0 0.0213479 0.207778 0.549615 1.39164 1.59194 1.96513 12.4089 1.37459 3.12866 3.92466 2.73733 4.54068 2.14179 4.72205 -1.00938 -3.33291 0.1965 -0.736247 -0.897858 -1.62035 -4.40719 -8.94712 -21.2406 -40.6345 1.21085 -1.34599 0.510777 2.09852 5.40895
internal_weight=0 159861 29106 21370 6314 6087 5344 286 5058 2753 2247 1982 1338 1134 567 644 417 15056 7736 3623 2697 1172 472 198 102 926 700 1525 880 360
internal_count=678013 159861 29106 21370 6314 6087 5344 286 5058 2753 2247 1982 1338 1134 567 644 417 15056 7736 3623 2697 1172 472 198 102 926 700 1525 880 360
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=491596 163852 2 2 262220 2 2 131072
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=9
split_feature=11 12 13 8 6 13 12 14 12 12 14 12 12 12 13 8 12 12 8 8 14 13 9 14 12 12 1 1 12 14
split_gain=12540.5 62131.1 243719 216273 213765 742652 354523 2.43106e+06 2.3075e+06 3.61747e+06 689819 468932 267820 569364 249557 2.32568e+06 1.77142e+07 714544 7.42667e+06 1.12045e+06 2.46303e+07 671836 1.14701e+06 1.02648e+06 538832 4.37436e+06 5.79537e+07 2.686e+06 889621 886204
threshold=3.5000000000000004 13.500000000000002 0 1.0000000180025095e-35 1.0000000180025095e-35 1 15.500000000000002 2 17.500000000000004 16.500000000000004 3 14.500000000000002 16.500000000000004 17.500000000000004 4 1.0000000180025095e-35 14.500000000000002 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5 6 1.0000000180025095e-35 7 17.500000000000004 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 8
decision_type=2 2 9 2 2 9 2 1 2 2 1 2 2 2 9 2 2 2 2 2 1 9 2 1 2 2 2 2 2 1
left_child=-1 -2 3 -3 14 6 10 8 9 -8 -6 -12 -9 -14 15 24 -17 18 21 -19 -21 22 -16 -24 -4 26 29 -27 -29 -26
right_child=1 2 4 -5 5 -7 7 12 -10 -11 11 -13 13 -15 17 16 -18 19 -20 20 -22 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=-0.0073948585653387071 0.0017390694599490311 -0.60994018226696634 -0.65071538285723474 3.7524229288101196 -2.0448605777455025 0.51687168748639223 9.2652034227238147 1.979392196192886 -0.6776774170663622 54.078115844726568 2.8470040893554689 16.438567491011188 -21.240251192839253 -0.0059962783540998196 -1.5896291961093796 -62.676535400390634 5.5652709914453382 0.23050326727023462 26.463599298768123 3.7086867469925071 -102.93130304018658 4.0546393712069477 13.683914457622329 -6.5634768766515394 -3.7882881453230577 0.028893497244384787 176.68563934326173 -35.321383358882024 -12.086597389645048 10.378462699363972
leaf_weight=522892 136685 3966 2494 117 147 3601 43 33 45 31 60 44 23 28 1167 50 159 4632 118 222 24 398 95 34 185 571 20 26 45 58
leaf_count=522892 136685 3966 2494 117 147 3601 43 33 45 31 60 44 23 28 1167 50 159 4632 118 222 24 398 95 34 185 571 20 26 45 58
internal_value=0 0.0249821 0.197306 -0.48375 0.391111 1.00639 4.77258 7.98501 17.1792 28.0382 2.36463 8.59728 -5.04016 -9.58223 0.149216 -0.520386 -10.7605 0.510356 2.2068 -0.118764 -6.69521 0.517125 -0.595929 8.34739 0.107735 2.19787 13.0602 -2.25195 -20.5951 -0.406924
internal_weight=0 155121 18436 4083 14353 4055 454 203 119 74 251 104 84 51 10298 3608 209 6690 1812 4878 246 1694 1296 129 3399 905 263 642 71 243
internal_count=678013 155121 18436 4083 14353 4055 454 203 119 74 251 104 84 51 10298 3608 209 6690 1812 4878 246 1694 1296 129 3399 905 263 642 71 243
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=33091 526336 2 2 1574912 2 139416 2 2
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=10
split_feature=13 12 1 13 14 11 9 11 12 14 12 13 12 12 11 11 12 12 14 14 14 12 13 12 12 11 14 12 12 12
split_gain=10589.2 60842.4 188782 345452 1.44631e+06 381862 200729 344451 1.10913e+06 993340 326747 332718 280856 214197 196610 180886 899899 3.09968e+06 2.26338e+07 2.18819e+06 1.067e+06 1.07584e+06 239790 210065 471056 384024 351428 169990 145454 144642
threshold=0 13.500000000000002 1.0000000180025095e-35 1 2 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 14.500000000000002 3 16.500000000000004 4 17.500000000000004 16.500000000000004 1.5000000000000002 3.5000000000000004 18.500000000000004 17.500000000000004 5 6 7 15.500000000000002 8 16.500000000000004 18.500000000000004 2.5000000000000004 9 17.500000000000004 19.500000000000004 16.500000000000004
decision_type=9 2 2 9 1 2 2 2 2 1 2 9 2 2 2 2 2 2 1 1 1 2 9 2 2 2 1 2 2 2
left_child=1 -1 6 4 -4 29 -3 10 9 -9 11 14 13 -10 -8 22 17 20 -19 -18 21 -17 23 -5 25 -25 -26 -27 -28 -6
right_child=-2 2 3 15 5 -7 7 8 12 -11 -12 -13 -14 -15 -16 16 19 18 -20 -21 -22 -23 -24 24 26 27 28 -29 -30 -31
leaf_value=-0.036757589923492533 0.0089038888324040524 0.25333599448045169 23.167745310465495 -3.7112077886111119 12.768947991870698 -4.4277451300560831 4.3014433232749383 13.462011763832786 -1.9286584936339282 -4.4631950999415198 0.35715655319427497 -4.3165134794823166 2.3249860228085129 -8.7294771810372662 -2.2469637879958522 -0.081491599892670255 24.453921525374703 -103.95592273530507 35.626685274564302 -2.6224326297816112 -3.1110930280552971 21.07269630432129 -5.6020529443777889 -0.19963559962030669 -12.587049573840517 16.147594451904297 -7.6387305467025088 5.2103913483796305 1.4375864154414126 1.2900680873704995
leaf_weight=200076 450340 24562 30 219 21 99 82 110 203 43 428 548 122 60 104 53 46 21 26 85 216 44 196 67 33 30 23 27 76 23
leaf_count=200076 450340 24562 30 219 21 99 82 110 203 43 428 548 122 60 104 53 46 21 26 85 216 44 196 67 33 30 23 27 76 23
internal_value=0 -0.0175577 0.121633 -1.0384 3.03008 -0.982708 0.180603 -0.870266 1.22168 8.42421 -1.83883 -3.11932 -1.64062 -3.48018 0.607317 -1.65595 -0.211657 -2.79416 -26.74 6.88529 0.801545 9.51422 -2.73748 -1.40789 0.507523 4.93333 -3.65005 10.9668 -0.671053 6.76862
internal_weight=0 227673 27597 1335 173 143 26262 1700 538 153 1162 734 385 263 186 1162 491 360 47 131 313 97 671 475 256 124 132 57 99 44
internal_count=678013 227673 27597 1335 173 143 26262 1700 538 153 1162 734 385 263 186 1162 491 360 47 131 313 97 671 475 256 124 132 57 99 44
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=401607 8192 2 2 8256 2 2 2 131073 2
is_linear=0
shrinkage=0.1


Tree=898
num_leaves=31
num_cat=7
split_feature=12 13 4 12 11 11 11 14 11 11 2 11 14 12 14 12 11 11 14 13 3 0 6 11 2 11 6 13 12 11
split_gain=11172.9 31882.4 151664 452893 343918 404834 244609 2.19374e+06 943436 124643 105873 153695 300095 247038 141706 155859 257620 233554 99909.1 344009 493135 941638 1.47849e+06 3.10952e+06 1.13533e+06 1.10082e+06 285903 1.64427e+06 957403 1.42831e+06
threshold=1.5000000000000002 0 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 2 1.0000000180025095e-35 3 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 4 5 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 6 1.0000000180025095e-35 4.5000000000000009
decision_type=2 9 2 2 2 2 2 1 2 2 2 2 1 2 1 2 2 2 1 9 2 2 2 2 2 2 2 9 2 2
left_child=1 18 10 9 -5 -6 -7 8 -8 -4 -3 14 13 -13 -12 17 -17 -16 19 20 21 22 23 24 25 -1 -21 28 -28 -30
right_child=-2 2 3 4 5 6 7 -9 -10 -11 11 12 -14 -15 15 16 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-29.89038406610489 -0.0062215301588964961 0.062017866209962594 -7.3000655062058399 17.604037513732912 -7.7792843488546524 11.023359555857523 30.368505807356399 -16.568253266183955 5.5930678872501147 -0.47135221099853519 -2.0338520694286268 3.1374368031819664 0.24322167910062353 15.866748009958577 7.7129278293022736 -3.4476738384791781 7.7342491638966102 -3.1178448124492872 -0.1069653574437604 0.071360226658163689 -0.35334794492974592 1.9025631971219008 -0.10302157924288796 -45.500953074863986 11.868831991112751 -3.1868418517865633 0.74405700555695742 -0.084576680404929966 10.400700679547143 -1.9881627610892303
leaf_weight=26 548990 42428 34 20 26 56 22 38 51 125 141 30 78 31 26 28 78 85 46948 33213 1093 136 105 28 23 38 343 3249 403 121
leaf_count=26 548990 42428 34 20 26 56 22 38 51 125 141 30 78 31 26 28 78 85 46948 33213 1093 136 105 28 23 38 343 3249 403 121
internal_value=0 0.0264814 0.0964164 2.1069 5.12154 3.82801 5.63514 2.91676 13.0596 -1.93158 0.0790155 1.53007 4.35226 9.60643 0.434309 2.03805 4.78053 -0.580907 -0.00885046 0.109934 -1.39655 -4.63866 -8.68232 -16.5156 -7.18698 -14.0352 0.16874 0.95493 4.79604 7.53991
internal_weight=0 129023 43297 372 213 193 167 111 73 159 42925 497 139 61 358 217 106 111 85726 38778 1449 356 220 115 87 64 37329 4116 867 524
internal_count=678013 129023 43297 372 213 193 167 111 73 159 42925 497 139 61 358 217 106 111 85726 38778 1449 356 220 115 87 64 37329 4116 867 524
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2798001 2 2 2 2 2097184 8321
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=10
split_feature=13 12 1 13 14 11 9 11 12 14 12 12 11 12 11 12 12 14 14 14 12 13 12 12 11 14 12 14 12 12
split_gain=10006.6 50505.2 154039 280437 1.17151e+06 309308 163408 279758 898395 804606 266151 227493 213613 173500 147596 728919 2.51074e+06 1.83334e+07 1.77244e+06 864272 871434 237580 181486 396268 281775 271265 222993 138445 334450 135065
threshold=0 13.500000000000002 1.0000000180025095e-35 1 2 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 14.500000000000002 3 17.500000000000004 17.500000000000004 1.0000000180025095e-35 16.500000000000004 3.5000000000000004 18.500000000000004 17.500000000000004 4 5 6 15.500000000000002 7 16.500000000000004 18.500000000000004 2.5000000000000004 8 17.500000000000004 9 15.500000000000002 19.500000000000004
decision_type=9 2 2 9 1 2 2 2 2 1 2 2 2 2 2 2 2 1 1 1 2 9 2 2 2 1 2 1 2 2
left_child=1 -1 6 4 -4 -6 -3 10 9 -9 -8 13 -12 -10 21 16 19 -18 -17 20 -16 22 -5 24 26 -25 -24 28 -23 -27
right_child=-2 2 3 14 5 -7 7 8 11 -11 12 -13 -14 -15 15 18 17 -19 -20 -21 -22 27 23 25 -26 29 -28 -29 -30 -31
leaf_value=-0.034577188876766696 0.0086392625629689874 0.22862415622327381 20.85159236907959 -3.3286580621435284 6.0923842419277543 -3.9843486333134202 -2.5809788866335839 12.116431114890361 -1.7351705679165321 -4.0162538439728497 8.5678483462892476 2.0931094669904868 -0.052018638339564993 -7.8559073368708301 -0.072720581630490874 22.009151873381242 -93.559707060314366 32.064638401911814 -2.3595670749159421 -2.7993616525773652 18.966048812866212 -0.74990805671328598 -3.8892151293547261 -10.848616338457381 9.6374106176968297 -7.2283261617024737 7.8442330513000487 -4.0901332922342446 -17.320641853069439 1.3375432243830041
leaf_weight=200076 450340 24562 30 235 44 99 847 110 203 43 32 122 283 60 53 46 21 26 85 216 44 21 46 35 58 24 25 119 29 79
leaf_count=200076 450340 24562 30 235 44 99 847 110 203 43 32 122 283 60 53 46 21 26 85 216 44 21 46 35 58 24 25 119 29 79
internal_value=0 -0.0170842 0.109732 -0.938138 2.72766 -0.883815 0.163 -0.785156 1.10014 7.58241 -1.65804 -1.47593 0.82365 -3.13154 -1.49452 -0.189869 -2.51412 -24.0654 6.19739 0.722012 8.56342 -2.47146 -1.27652 0.481859 4.46645 -3.24287 0.242281 -5.61325 -10.3609 -0.658388
internal_weight=0 227673 27597 1335 173 143 26262 1700 538 153 1162 385 315 263 1162 491 360 47 131 313 97 671 502 267 129 138 71 169 50 103
internal_count=678013 227673 27597 1335 173 143 26262 1700 538 153 1162 385 315 263 1162 491 360 47 131 313 97 671 502 267 129 138 71 169 50 103
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=401607 8192 2 2 2 2 2 131137 2 2
is_linear=0
shrinkage=0.1


Tree=900
num_leaves=31
num_cat=11
split_feature=12 11 13 2 13 12 12 12 12 8 9 14 12 12 14 14 12 12 12 6 12 12 13 14 13 13 11 14 4 13
split_gain=9801.88 28587.7 157486 912367 1.71262e+06 6.64411e+06 3.8319e+07 6.07366e+06 1.04699e+06 1.1014e+06 827136 1.22318e+06 767804 2.0972e+06 1.42554e+06 840088 864238 601432 535028 437626 956562 2.20204e+06 1.28294e+06 1.63315e+06 685324 477724 407692 516866 311864 373240
threshold=1.5000000000000002 3.5000000000000004 0 1.0000000180025095e-35 1 6.5000000000000009 8.5000000000000018 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2 6.5000000000000009 7.5000000000000009 3 4 15.500000000000002 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 7.5000000000000009 8.5000000000000018 5 6 7 8 4.5000000000000009 9 1.0000000180025095e-35 10
decision_type=2 2 9 2 9 2 2 2 2 2 2 1 2 2 1 1 2 2 2 2 2 2 9 1 9 9 2 1 2 9
left_child=-1 -2 3 8 5 7 -7 -5 9 10 -3 -12 14 -14 17 -15 -17 -6 -16 -4 24 22 23 -22 -21 26 27 -24 -10 -30
right_child=1 2 19 4 12 6 -8 -9 28 -11 11 -13 13 15 18 16 -18 -19 -20 20 21 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.024803130139314483 -0.017754250892141128 -1.2868245183258669 0.20792930933283574 -5.2824212985568586 -32.062592787969685 -138.4854715983073 -2.0708670258522033 58.830409379438926 0.17978475324195958 -12.543144484928677 -0.9658221383889517 -25.350283405515881 30.681643676757815 -5.3620594072341916 15.558635612156081 14.556456389427186 -6.4685988952373634 -9.309206170302172 -3.1210611187893416 -2.0108081353577698 -0.2958870737176193 -0.24370415243230217 7.1575039221487833 26.032595234532511 -0.074036886701895996 -1.6616297706397807 -0.96233630349450083 2.2313281443581654 3.2936684529677684 -3.0164705413026693
leaf_weight=129023 431202 1999 73848 45 21 24 145 22 21468 98 48 36 26 110 23 60 29 26 46 4390 38 10250 453 62 3137 175 141 402 105 561
leaf_count=129023 431202 1999 73848 45 21 24 145 22 21468 98 48 36 26 110 23 60 29 26 46 4390 38 10250 453 62 3137 175 141 402 105 561
internal_value=0 -0.00582764 0.0378337 -0.1855 -4.11568 -10.4365 -21.4434 15.7696 -0.0923123 -2.18274 -1.69531 -11.4163 0.548776 3.97197 -6.04374 0.482269 7.7056 -19.4756 3.1055 0.0976866 -0.329667 0.243127 4.16918 14.5707 -1.2064 3.12976 3.97978 4.84134 0.113671 -2.01747
internal_weight=0 548990 117788 24892 577 236 169 67 24315 2181 2083 84 341 225 116 199 89 47 69 92896 19048 11521 1271 100 7527 1171 996 855 22134 666
internal_count=678013 548990 117788 24892 577 236 169 67 24315 2181 2083 84 341 225 116 199 89 47 69 92896 19048 11521 1271 100 7527 1171 996 855 22134 666
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=793428 16 2 2 2 128 2 1188000 1179681 2 786692
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=8
split_feature=13 6 11 13 11 12 12 13 11 11 12 14 12 11 12 11 14 14 12 12 14 12 12 12 12 12 12 12 12 14
split_gain=11307.2 66452.8 172763 428817 471172 771047 886352 1.11892e+06 1.79915e+06 3.76819e+06 6.81524e+06 1.61948e+07 620252 1.67317e+06 1.65586e+06 913938 1.63885e+06 882082 614118 558848 503345 1.62314e+06 4.60637e+06 1.20291e+06 1.67858e+06 1.60606e+06 4.1353e+06 495597 1.39249e+06 486498
threshold=0 1.0000000180025095e-35 3.5000000000000004 1 2.5000000000000004 12.500000000000002 14.500000000000002 2 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 3 10.500000000000002 1.5000000000000002 11.500000000000002 1.0000000180025095e-35 4 5 11.500000000000002 13.500000000000002 6 13.500000000000002 14.500000000000002 10.500000000000002 9.5000000000000018 6.5000000000000009 5.5000000000000009 2.5000000000000004 1.5000000000000002 7
decision_type=9 2 2 9 2 2 2 9 2 2 2 1 2 2 2 2 1 1 2 2 1 2 2 2 2 2 2 2 2 1
left_child=1 -1 3 4 5 12 7 19 9 -9 11 -11 -3 14 -14 -16 -17 18 -15 29 21 -6 -23 24 25 26 27 28 -22 -7
right_child=-2 2 -4 -5 20 6 -8 8 -10 10 -12 -13 13 17 15 16 -18 -19 -20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.042832929298501687 0.0096103307278575453 0.27077974224173551 -0.19677657686448524 -0.18066968806498926 -0.9765339790050982 20.925856387976445 0.27666790054154428 -0.14881261317574199 -1.2267413313265632 -81.459098683232853 -0.54884723703911964 -0.0036139194781963642 1.5453238590158147 7.0724496328651005 6.6517936178354127 3.908444097090741 26.920654147011891 -3.4436266448322215 -0.39235095437239059 -1.7984700083732605 0.22828122602527726 17.840702354029606 -0.38176742298129934 -1.0563407926255954 10.793962150461534 -1.7326036335746196 18.048941040039065 -0.13606680024344966 11.017177943179483 3.4799865476546752
leaf_weight=195578 436225 7327 14407 14494 2213 33 1546 199 658 46 94 52 278 199 130 49 84 421 247 48 323 190 514 817 272 628 190 530 190 31
leaf_count=195578 436225 7327 14407 14494 2213 33 1546 199 658 46 94 52 278 199 130 49 84 421 247 48 323 190 514 817 272 628 190 530 190 31
internal_value=0 -0.0173494 0.0905027 0.220642 0.556471 0.183189 -1.29142 -3.3795 -4.37744 -9.79159 -19.7859 -38.2378 0.640175 2.56244 6.9264 12.6144 18.4425 -0.160623 2.93836 5.83694 1.2854 0.353937 4.53623 2.20645 3.4562 2.38372 4.48028 2.00852 4.22417 12.4755
internal_weight=0 241788 46210 31803 17309 11442 2707 1161 1049 391 192 98 8735 1408 541 263 133 867 446 112 5867 2917 704 2950 2133 1861 1233 1043 513 64
internal_count=678013 241788 46210 31803 17309 11442 2707 1161 1049 391 192 98 8735 1408 541 263 133 867 446 112 5867 2917 704 2950 2133 1861 1233 1043 513 64
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=434373 425988 262148 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=7
split_feature=0 12 13 13 12 14 13 12 11 11 13 12 12 12 11 11 11 13 12 13 12 11 12 11 12 12 11 11 12 12
split_gain=10477.1 79505.1 609440 377548 796296 500741 1.00895e+06 3.19682e+06 9.20622e+06 5.90738e+06 561714 692532 690874 534548 2.28423e+06 2.52979e+06 522303 1.1002e+06 3.22545e+06 720419 703425 2.97153e+06 3.7761e+06 1.72254e+06 1.29042e+06 1.19146e+06 803607 1.23817e+06 491731 439602
threshold=1.0000000180025095e-35 4.5000000000000009 0 1 11.500000000000002 2 3 12.500000000000002 2.5000000000000004 3.5000000000000004 4 26.500000000000004 18.500000000000004 13.500000000000002 2.5000000000000004 3.5000000000000004 3.5000000000000004 5 12.500000000000002 6 14.500000000000002 2.5000000000000004 15.500000000000002 2.5000000000000004 16.500000000000004 12.500000000000002 1.5000000000000002 1.0000000180025095e-35 16.500000000000004 12.500000000000002
decision_type=2 2 9 9 2 1 9 2 2 2 9 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 8 -6 -10 11 12 16 14 -9 -16 19 18 -18 20 23 -22 -23 25 -24 26 27 -7 -20 -21
right_child=1 3 -4 -5 5 10 -8 13 9 -11 -12 -13 -14 -15 15 -17 17 -19 28 29 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0069820733696553151 -0.75107182517785043 -0.65663090592526663 0.26810082168233018 0.074746790311017761 -8.9383186741879115 18.364605255126953 -0.48784063495349117 -3.9856660319309611 57.337794930594306 -2.8561873726222826 -0.088144127747758108 19.821590975352699 -4.0023323188081461 -0.18345643664220707 30.078697842684662 -11.452722167968751 17.851890040626213 -2.743142834683816 -2.0041186835351494 -3.3080497078273612 0.50384016639681117 33.236961364746094 -4.7436351653068298 -2.1487453416846267 16.401099805478697 2.8199155162151595 16.144814244212721 -8.6576544345953526 10.116510783015071 1.8086595227672355
leaf_weight=515277 7045 25801 34847 75072 76 30 11602 102 56 23 3279 21 207 1054 55 20 121 597 351 230 269 81 62 435 54 399 149 39 37 622
leaf_count=515277 7045 25801 34847 75072 76 30 11602 102 56 23 3279 21 207 1054 55 20 121 597 351 230 269 81 62 435 54 399 149 39 37 622
internal_value=0 -0.0221235 0.0965907 -0.0632772 -0.289607 0.184414 -0.182747 2.35765 15.9091 39.813 0.867313 1.70876 1.61013 0.67049 5.75557 19.0037 1.94436 0.14996 3.52783 2.78174 4.0763 7.33751 16.6688 2.67045 5.0996 6.06809 12.0132 3.09115 -0.848285 0.42243
internal_weight=0 162736 41892 120844 45772 19971 12988 1386 155 79 6983 3704 3683 1231 177 75 3476 1106 509 2370 1518 466 197 1052 116 617 218 69 388 852
internal_count=678013 162736 41892 120844 45772 19971 12988 1386 155 79 6983 3704 3683 1231 177 75 3476 1106 509 2370 1518 466 197 1052 116 617 218 69 388 852
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2165059 2023468 2 524288 1179648 1048576 131072
is_linear=0
shrinkage=0.1


Tree=903
num_leaves=31
num_cat=13
split_feature=11 10 13 12 12 13 12 12 12 13 13 14 12 12 14 14 13 12 12 12 12 12 14 13 12 12 13 12 13 14
split_gain=12508.9 57716.7 352244 739330 952348 187155 354792 702041 1.06785e+06 458344 251828 901385 242150 1.03806e+06 925561 436682 758096 1.48629e+06 585940 530104 310268 624191 179922 898957 253338 170014 168256 184072 153010 142715
threshold=3.5000000000000004 1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 1 7.5000000000000009 3.5000000000000004 4.5000000000000009 2 3 4 11.500000000000002 12.500000000000002 5 6 7 2.5000000000000004 5.5000000000000009 3.5000000000000004 7.5000000000000009 8.5000000000000018 8 9 5.5000000000000009 4.5000000000000009 10 12.500000000000002 11 12
decision_type=2 2 9 2 2 9 2 2 2 9 9 1 2 2 1 1 9 2 2 2 2 2 1 9 2 2 9 2 9 1
left_child=-1 -2 3 -3 -5 12 7 10 -9 -10 -7 -12 15 14 -14 -4 20 -18 19 -19 25 -22 23 -11 -24 28 27 -8 -17 -28
right_child=1 2 5 4 -6 6 26 8 9 22 11 -13 13 -15 -16 16 17 18 -20 -21 21 -23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0074070182608286673 0.03794754084563557 -15.88053176879883 -1.3204277166561014 20.91805338541667 2.2640151438136136 -1.3160753139077803 -3.7498634070179664 8.3407444350573492 -4.9417721906245156 -3.9768994529292274 -16.488020272340094 -0.25867642922834916 11.296326839923859 -0.51963894865363114 -4.5363233963648479 1.8204622020460155 22.104717830735812 -2.4932258987426756 -4.8964761363926224 14.521160839973613 10.456424311587686 -0.48580227817397525 -0.68682558092020329 6.4165402071319368 7.8421331989063932 -3.3550883209705358 -0.48045876756424211 -1.062772749139939 -2.109005657217121 7.7645459830760961
leaf_weight=522892 148363 20 1881 30 312 428 688 196 141 202 56 88 160 621 48 209 49 30 67 47 76 166 59 127 85 240 131 405 171 25
leaf_count=522892 148363 20 1881 30 312 428 688 196 141 202 56 88 160 621 48 209 49 30 67 47 76 166 59 127 85 240 131 405 171 25
internal_value=0 0.024929 -0.260875 2.732 3.90033 -0.433859 -1.07955 0.0203087 1.91432 -0.13711 -2.66177 -6.14346 0.0190168 1.52831 7.64264 -0.407079 1.22137 6.71313 1.9419 7.89218 -0.0851203 2.9506 1.37065 0.109311 4.34763 -1.2714 -2.30517 -2.72922 0.0446084 0.790202
internal_weight=0 155121 6758 362 342 6396 2631 1382 810 614 572 144 3765 829 208 2936 1055 193 144 77 862 242 473 329 144 620 1249 1093 380 156
internal_count=678013 155121 6758 362 342 6396 2631 1382 810 614 572 144 3765 829 208 2936 1055 193 144 77 862 242 473 329 144 620 1249 1093 380 156
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=536576 1067525 136 163856 2 2 2 1049089 2 131072 131280 1 2
is_linear=0
shrinkage=0.1


Tree=904
num_leaves=31
num_cat=5
split_feature=12 13 6 11 14 9 12 0 11 11 7 12 14 11 7 0 11 12 12 8 13 1 12 11 14 11 11 11 10 11
split_gain=10915.2 52253.1 46114.5 61941.6 55139.5 42351.7 30488.9 260281 574904 53413.8 41218.8 39798.6 35018.7 76043.6 25430.4 23075.3 22821.9 24084.9 21250.7 122470 67292.4 130055 1.29837e+06 1.43958e+06 962206 141011 135520 90756.1 248386 200190
threshold=28.500000000000004 0 1.0000000180025095e-35 3.5000000000000004 1 1.0000000180025095e-35 27.500000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 26.500000000000004 2 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 29.500000000000004 19.500000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 20.500000000000004 2.5000000000000004 4 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004
decision_type=2 9 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2
left_child=6 5 4 -4 14 -2 11 10 9 -9 -8 18 -13 15 16 -14 -3 -18 -1 20 21 26 23 -23 -24 -26 -20 28 -28 -29
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 -12 12 13 -15 -16 -17 17 -19 19 -21 -22 22 24 -25 25 -27 27 29 -30 -31
leaf_value=-0.0013962200366932226 0.0045799226211515115 -0.67421487244190992 -0.47029281147976515 5.6417080235481265 -4.1646719584675278 3.638677603186983 -2.0377771057753726 2.7262876256306967 16.92862996068494 -2.5253486089408401 2.3588368113040925 -0.47913857601177745 0.40439415443234328 -7.6123006542523699 0.41456992482697519 -3.6101897066289732 -0.23961062740396569 -3.7485413913995447 -1.5891017622572923 -3.1226214313929059 0.027274154478976628 0.10891969464719296 -18.472725466319496 30.104496216773988 7.91171764464214 0.2260367510171124 1.159367448374051 -1.0484372434090443 10.580561412202902 1.6927339547194038
leaf_weight=666326 1136 108 97 20 73 33 145 45 29 34 25 239 41 24 81 22 27 71 299 113 6847 32 28 32 29 135 799 635 29 459
leaf_count=666326 1136 108 97 20 73 33 145 45 29 34 25 239 41 24 81 22 27 71 299 113 6847 32 28 32 29 135 799 635 29 459
internal_value=0 -0.257216 -1.1266 0.574494 -1.71076 0.106259 0.000611799 1.04764 4.88659 0.46609 -1.39122 0.000181272 -1.10446 -2.82229 -1.08659 -0.997524 -1.67685 -2.7818 0.00071417 0.149724 0.189383 0.634815 2.77167 15.1067 -1.34001 1.58509 0.391372 0.699468 1.48934 0.101652
internal_weight=0 1646 477 117 360 1169 676367 278 108 79 170 676089 326 87 287 63 206 98 675763 9437 9324 2477 256 64 192 164 2221 1922 828 1094
internal_count=678013 1646 477 117 360 1169 676367 278 108 79 170 676089 326 87 287 63 206 98 675763 9437 9324 2477 256 64 192 164 2221 1922 828 1094
cat_boundaries=0 1 2 3 4 5
cat_threshold=1618001 2 2 1124772 2
is_linear=0
shrinkage=0.1


Tree=905
num_leaves=31
num_cat=8
split_feature=13 5 11 12 14 12 12 8 12 11 14 11 11 12 14 9 11 14 12 2 11 12 14 6 12 12 11 1 13 14
split_gain=9875.69 319858 7.37856e+06 1.5676e+07 3.12527e+06 209388 122862 858610 2.32121e+06 7.19188e+06 1.23547e+07 5.07631e+06 2.18529e+06 755707 998036 622720 3.31065e+06 1.16155e+07 1.15484e+06 553824 5.38098e+06 417024 1.31724e+06 247516 249109 211076 1.42413e+06 6.36558e+06 4.03778e+06 7.626e+06
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1 10.500000000000002 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 2 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 3 1.0000000180025095e-35 2.5000000000000004 4 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 5 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6 7
decision_type=9 2 2 2 1 2 2 2 2 2 1 2 2 2 1 2 2 1 2 2 2 2 1 2 2 2 2 2 9 1
left_child=1 6 3 -3 5 -4 7 15 11 -10 -11 12 -9 -13 -15 19 21 18 -18 23 -21 -17 -23 25 -25 -1 28 -28 29 -27
right_child=-2 2 4 -5 -6 -7 -8 8 9 10 -12 13 -14 14 -16 16 17 -19 -20 20 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0014279713844022471 -0.0027413560189977603 99.541246362165978 -5.245063652414264 -19.836080048301003 -34.040385015083082 4.4174145487376624 -0.095556419691716313 -0.25747395610809326 -9.7812249325691383 94.170800201416014 -6.2767064094543459 -34.586046473185228 40.772786571361401 -28.080958955938168 1.4063521186510721 -1.2645225962003073 7.3726286479404992 67.332388837409752 -17.418870409797218 4.2743944576480883 -48.955225165685022 -0.0827514580611525 -33.442026128768923 -0.02472755509718523 -3.1437977779466055 37.089245942174173 0.68310087949211107 -40.132304304074019 -2.2212484906051335 0.26682555106553169
leaf_weight=5677 645047 22 33 22 33 70 23045 25 47 25 24 24 27 22 24 60 42 33 34 91 24 29 20 633 430 98 1889 39 292 132
leaf_count=5677 645047 22 33 22 33 70 23045 25 47 25 24 24 27 22 24 60 42 33 34 91 24 29 20 633 430 98 1889 39 292 132
internal_value=0 0.0533649 4.25729 39.8526 -7.25883 1.32167 0.030301 0.328051 6.53324 18.1657 44.972 -2.62021 21.0467 -20.2013 -12.6963 0.186002 5.46911 17.7925 -3.71831 0.0622282 -6.8344 -6.85424 -13.6988 0.14853 -1.28644 0.336222 1.11199 -0.142522 5.7455 15.2915
internal_weight=0 32966 180 44 136 103 32786 9741 218 96 49 122 52 70 46 9523 218 109 76 9305 115 109 49 9190 1063 8127 2450 1928 522 230
internal_count=678013 32966 180 44 136 103 32786 9741 218 96 49 122 52 70 46 9523 218 109 76 9305 115 109 49 9190 1063 8127 2450 1928 522 230
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2162976 2 2 2 2 2 65568 2
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=6
split_feature=13 5 12 11 11 12 12 8 12 11 14 11 11 12 14 9 11 14 12 2 11 12 1 14 12 1 14 12 12 9
split_gain=10359.2 568789 8.56865e+06 2.56069e+07 1.22284e+06 2.99793e+06 154831 789102 1.85934e+06 5.69473e+06 1.00073e+07 4.64187e+06 2.85613e+06 612123 808410 579268 2.93644e+06 1.04887e+07 935417 466766 4.36003e+06 433588 385064 1.89101e+07 5.61005e+06 285219 2.12402e+06 3.62322e+06 274869 225374
threshold=0 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 2.5000000000000004 12.500000000000002 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2 1.0000000180025095e-35 2.5000000000000004 3 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 4 1.5000000000000002 1.0000000180025095e-35 5 5.5000000000000009 11.500000000000002 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 1 2 2 2
left_child=1 6 3 -3 5 -4 7 15 11 -10 -11 12 -9 -13 -15 19 21 18 -18 22 -21 -17 -1 -24 -25 29 27 -27 -29 -8
right_child=-2 2 4 -5 -6 -7 25 8 9 10 -12 13 -14 14 -16 16 17 -19 -20 20 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.10581783386192867 -0.0025995307800984859 123.80586374827794 -50.669379170735681 -22.273129548345295 -0.45959776055579094 1.0677104632059733 0.036828797343887908 -0.58110297421614332 -8.7967295519510902 84.753714477539063 -5.6490359465281168 -31.127444585164387 49.917578869774232 -25.272861827503551 1.2657170136769613 -1.3024935843615697 6.6353658222016838 64.901521820947536 -15.676983328426585 4.1446560551953873 -44.059704383214317 -14.643853629770735 84.08327900568645 4.4975509723027551 -49.557068374753001 -48.870621075153352 0.74137554044737097 -11.821831660037455 2.2509174932752338 -1.1701231960042389
leaf_weight=7761 649614 21 21 28 51 24 17733 24 45 25 24 24 21 22 24 58 42 32 34 86 24 42 24 48 32 25 351 23 35 1695
leaf_count=7761 649614 21 21 28 51 24 17733 24 45 25 24 24 21 22 24 58 42 32 34 86 24 42 24 48 32 25 351 23 35 1695
internal_value=0 0.0590927 6.30624 40.3322 -11.0612 -23.0763 0.0270532 0.38719 6.45479 16.8874 40.4748 -2.07271 22.9849 -18.1812 -11.4266 0.232219 5.44197 16.8752 -3.34647 0.0963404 -6.37266 -6.90586 0.186816 6.2313 -17.1243 -0.12511 -2.66051 -17.0468 -3.32966 -0.068472
internal_weight=0 28399 145 49 96 45 28254 8392 209 94 49 115 45 70 46 8183 208 108 76 7975 110 100 7865 104 80 19862 434 83 58 19428
internal_count=678013 28399 145 49 96 45 28254 8392 209 94 49 115 45 70 46 8183 208 108 76 7975 110 100 7865 104 80 19862 434 83 58 19428
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2097440 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=907
num_leaves=31
num_cat=7
split_feature=11 13 3 12 8 12 14 10 10 12 8 12 12 13 7 9 12 14 12 6 12 12 14 12 14 13 12 7 12 12
split_gain=10858.2 51849.4 166262 489982 3.16109e+06 4.66886e+06 768198 1.42949e+06 1.0443e+06 566845 310269 405732 259626 241797 535463 242722 193897 547040 572313 238674 638590 5.89044e+06 1.62194e+07 1.18115e+06 632926 308168 294042 489794 554819 517043
threshold=3.5000000000000004 0 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 13.500000000000002 2 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 3 19.500000000000004 1.0000000180025095e-35 11.500000000000002 10.500000000000002 4 8.5000000000000018 5 6 12.500000000000002 1.0000000180025095e-35 9.5000000000000018 10.500000000000002
decision_type=2 9 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 1 2 1 9 2 2 2 2
left_child=-1 2 3 4 6 -6 7 13 -8 -9 16 -12 -13 14 -2 -15 19 18 -18 26 21 23 -23 25 -25 -21 27 29 -29 -5
right_child=1 -3 -4 10 5 -7 8 9 -10 -11 11 12 -14 15 -16 -17 17 -19 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0069059239855691901 0.11776030829974585 0.036015382777594571 0.61462835860650433 -1.0962836675498353 5.3330709139506025 -55.285149129231776 -2.9130276537232875 27.261546414239064 -25.684839148748491 5.527444721403576 14.375422979990644 0.57198597069444324 11.876945000109465 -3.0094881015645085 15.364126554028742 7.9809851906516336 -9.9648484209127588 5.6389097175112477 2.4552868426929821 -1.8157977090941537 -2.5214065035863484 76.303239722000924 -10.369366054534913 -12.191431489944458 -1.6949597853201408 3.6365426939825456 1.6233481563688295 0.084654806085595502 8.4999730795621868 -5.6593610463319006
leaf_weight=522892 112 147884 1737 1515 24 27 491 28 21 21 30 174 23 232 29 22 114 54 55 134 351 38 50 100 135 409 492 426 96 297
leaf_count=522892 112 147884 1737 1515 24 27 491 28 21 21 30 174 23 232 29 22 114 54 55 134 351 38 50 100 135 409 492 426 96 297
internal_value=0 0.0232211 -0.237943 -0.507634 -2.50135 -26.7589 -1.20727 1.83678 -3.84703 17.9469 -0.0607902 3.54167 1.89185 -0.161698 3.03807 -1.97962 -0.252482 -3.1231 -5.92279 -0.0941473 1.07668 2.53502 27.0574 -0.238723 -6.16154 2.32456 -0.598355 -1.06668 1.6323 -1.84421
internal_weight=0 155121 7237 5500 1007 51 956 444 512 49 4493 227 197 395 141 254 4266 223 169 4043 1217 866 88 778 235 543 2826 2334 522 1812
internal_count=678013 155121 7237 5500 1007 51 956 444 512 49 4493 227 197 395 141 254 4266 223 169 4043 1217 866 88 778 235 543 2826 2334 522 1812
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=266560 2 320 2 2 2 64
is_linear=0
shrinkage=0.1


Tree=908
num_leaves=31
num_cat=5
split_feature=2 13 14 12 12 11 12 11 12 12 12 11 11 12 12 12 12 12 12 13 14 11 11 11 11 14 11 11 11 11
split_gain=9565.43 329386 1.97986e+06 4.30624e+06 3.92308e+07 1.77887e+06 2.79001e+06 1.31397e+06 1.28454e+06 1.19419e+06 4.79802e+06 2.75609e+06 1.25015e+06 997016 616730 335115 276031 269674 1.81033e+06 5.48511e+06 1.32538e+07 3.40956e+07 2.20148e+07 1.44944e+07 1.20038e+07 1.68939e+06 1.08438e+07 8.25148e+06 1.59728e+06 1.43808e+06
threshold=1.0000000180025095e-35 0 1 6.5000000000000009 8.5000000000000018 2.5000000000000004 2.5000000000000004 2.5000000000000004 12.500000000000002 6.5000000000000009 8.5000000000000018 2.5000000000000004 3.5000000000000004 10.500000000000002 5.5000000000000009 13.500000000000002 3.5000000000000004 7.5000000000000009 6.5000000000000009 2 3 3.5000000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 4 3.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004
decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 1 2 2 2 2
left_child=-1 2 3 5 -5 16 -7 8 -6 14 11 -11 15 -9 -4 -12 -2 18 -3 20 23 22 -22 -20 29 28 27 -27 -21 -25
right_child=1 17 9 4 7 6 -8 13 -10 10 12 -13 -14 -15 -16 -17 -18 -19 19 25 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0017075560357712246 1.0450972850506124 -0.17845734306231997 0.88648485584163128 110.24631285796295 17.090286872261451 3.9159587289157667 -32.883720325893826 -22.521963370186942 -5.6538958408615807 -0.71449709335962941 1.0889959183232538 -41.940569091796874 22.956296118100486 -2.324184627444656 16.637987702468347 -9.7312309415716882 14.010283460219703 -0.49303104552896343 98.813629301132707 -4.3583857127598362 -7.1796855750384641 -84.394009094238285 70.189681701660149 -9.5034939975273325 88.449702816917792 3.550787341027033 46.601010273778165 -46.334509684244793 -27.225829537709554 16.824237573714484
leaf_weight=664428 52 5478 174 37 57 38 45 35 44 24 116 50 24 81 29 38 24 6552 31 84 111 40 55 41 21 126 43 45 48 42
leaf_count=664428 52 5478 174 37 57 38 45 35 44 24 116 50 24 81 29 38 24 6552 31 84 111 40 55 41 21 126 43 45 48 42
internal_value=0 0.0830576 1.95632 6.99175 15.0707 -5.91427 -16.0357 -1.15739 7.18193 -2.57129 -7.1694 -28.57 1.72746 -8.41834 3.1367 -1.58093 5.13937 -0.0463043 0.42839 5.26727 14.0324 -1.51589 18.4547 38.7973 20.9079 -3.67066 1.71117 -9.57692 -12.6738 3.81897
internal_weight=0 13585 868 413 254 159 83 217 101 455 252 74 178 116 203 154 76 12717 6165 687 341 206 166 135 104 346 214 171 132 83
internal_count=678013 13585 868 413 254 159 83 217 101 455 252 74 178 116 203 154 76 12717 6165 687 341 206 166 135 104 346 214 171 132 83
cat_boundaries=0 1 2 3 4 5
cat_threshold=2114052 2 1051024 2 2
is_linear=0
shrinkage=0.1


Tree=909
num_leaves=31
num_cat=12
split_feature=11 10 13 12 12 12 13 12 12 14 13 12 12 13 12 12 13 12 13 14 13 12 12 14 12 13 12 11 13 12
split_gain=9719.52 47098.2 282598 668872 718658 165401 272932 352743 439490 573288 1.76431e+06 1.05347e+06 971079 559062 428129 651415 219506 193415 2.33301e+06 2.81208e+06 264231 217812 1.26684e+06 988928 205843 632725 364126 200604 165281 421105
threshold=3.5000000000000004 1.0000000180025095e-35 0 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1 2.5000000000000004 7.5000000000000009 2 3 3.5000000000000004 3.5000000000000004 4 4.5000000000000009 5.5000000000000009 5 2.5000000000000004 6 7 8 11.500000000000002 12.500000000000002 9 5.5000000000000009 10 3.5000000000000004 4.5000000000000009 11 7.5000000000000009
decision_type=2 2 9 2 2 2 9 2 2 1 9 2 2 9 2 2 9 2 9 1 9 2 2 1 2 9 2 2 9 2
left_child=-1 -2 3 -3 -5 16 17 -8 9 13 12 -12 -11 -9 -14 -16 -4 18 19 -7 -19 24 23 -23 25 27 -27 -22 -26 -30
right_child=1 2 5 4 -6 6 7 8 -10 10 11 -13 14 -15 15 -17 -18 20 -20 -21 21 22 -24 -25 28 26 -28 -29 29 -31
leaf_value=-0.0065295219203259716 0.033734265752130933 -15.263176670074465 -5.5899501723509566 18.334620513916018 2.1300988550369557 -1.7309679667154949 -5.8417245525203345 2.985630873092918 -1.9905433289651062 -1.9996608734130861 15.184907604399184 -9.452482252120971 23.089335715252421 -3.3537084972157198 2.1573820568266373 19.294998915652013 -0.94743391899731921 -2.797341014969517 -5.1211207825460558 30.25206642150879 -1.6105738025193461 12.741199737907257 -0.46006649161922991 -4.4737475616987359 0.46583970092704191 -0.72998617717197967 8.7459356450710164 2.9290284656343006 -4.6706477970271916 -0.037024309900071883
leaf_weight=522892 148363 20 120 30 312 54 146 219 1205 43 21 100 46 347 42 47 538 274 152 56 428 149 593 43 596 56 147 126 308 540
leaf_count=522892 148363 20 120 30 312 54 146 219 1205 43 21 100 46 347 42 47 538 274 152 56 428 149 593 43 596 56 147 126 308 540
internal_value=0 0.0219741 -0.236205 2.44453 3.55155 -0.391139 -0.219545 -1.08618 -0.756007 0.96378 4.5058 -4.78141 10.4979 -0.907358 15.2562 11.2076 -1.89345 0.327881 2.94283 13.3387 0.118728 0.394359 1.82579 8.88577 -0.114379 1.22128 5.84401 -0.567851 -0.81458 -1.69994
internal_weight=0 155121 6758 362 342 6396 5738 2216 2070 865 299 121 178 566 135 89 658 3522 262 110 3260 2986 785 192 2201 757 203 554 1444 848
internal_count=678013 155121 6758 362 342 6396 5738 2216 2070 865 299 121 178 566 135 89 658 3522 262 110 3260 2986 785 192 2201 757 203 554 1444 848
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=536576 1067141 2 131072 33112 18560 16385 2 16384 2 1048577 1048576
is_linear=0
shrinkage=0.1


Tree=910
num_leaves=31
num_cat=5
split_feature=12 13 6 11 11 0 9 12 14 11 11 0 0 11 12 0 14 11 1 12 8 13 1 12 11 14 11 11 11 10
split_gain=8772.19 41948.4 37199 50006.8 47581.1 36836.3 34350.5 24794.1 246741 652253 81985.6 172387 46848.8 84190.9 31986.2 30215.3 50476 17996.8 23082.3 17859.9 99353 55199.2 104455 1.05125e+06 1.16578e+06 778763 113985 109776 75079.8 200646
threshold=28.500000000000004 0 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 27.500000000000004 1 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 26.500000000000004 1.0000000180025095e-35 2 2.5000000000000004 1.0000000180025095e-35 19.500000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 20.500000000000004 2.5000000000000004 4 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 1 2 2 2 2
left_child=7 6 4 -4 5 -3 -2 14 10 -10 12 -12 -9 -14 19 17 -17 18 -16 -1 21 22 27 24 -24 -25 -27 -21 29 -29
right_child=1 2 3 -5 -6 -7 -8 8 9 -11 11 -13 13 -15 15 16 -18 -19 -20 20 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-0.001312677004590961 0.0034903786073005958 0.24231443711970418 -0.42043271408867594 5.0712671852111821 -3.4139342327507176 -2.1409194567477554 3.2763539967211814 -0.92792375128935367 -2.9488351741257839 17.465710304523338 0.57042804925869672 -9.9416790301983173 -2.0654790719350178 5.391993434545471 -0.10426941481875439 -1.2125971327225367 -6.1989899120330811 -1.4854745781076129 3.4671364139426837 -1.4242268972472605 -2.8101482057993392 0.02612199331463292 0.094261553138494492 -16.621575065595763 27.08708486557007 7.1113673489669269 0.20134088379365425 1.0573758254566687 0.091784832824423401 9.524922028903303
leaf_weight=666326 1136 144 97 20 98 118 33 85 34 29 39 26 24 41 102 108 25 69 22 299 113 6847 32 28 32 29 135 799 1094 29
leaf_count=666326 1136 144 97 20 98 118 33 85 34 29 39 26 24 41 102 108 25 69 22 299 113 6847 32 28 32 29 135 799 1094 29
internal_value=0 -0.230603 -1.00956 0.518319 -1.53417 -0.83105 0.0950676 0.000532535 0.94473 6.44834 -0.667955 -3.63441 0.617511 2.63847 0.000144292 -0.990158 -2.14989 -0.190965 0.529367 0.000622031 0.137228 0.172948 0.576375 2.49144 13.5907 -1.2083 1.42324 0.358233 0.635525 1.35394
internal_weight=0 1646 477 117 360 262 1169 676367 278 63 215 65 150 65 676089 326 133 193 124 675763 9437 9324 2477 256 64 192 164 2221 1922 828
internal_count=678013 1646 477 117 360 262 1169 676367 278 63 215 65 150 65 676089 326 133 193 124 675763 9437 9324 2477 256 64 192 164 2221 1922 828
cat_boundaries=0 1 2 3 4 5
cat_threshold=1618001 2 2 1124772 2
is_linear=0
shrinkage=0.1


Tree=911
num_leaves=31
num_cat=6
split_feature=13 5 12 11 11 12 12 8 12 11 14 11 11 12 14 9 12 14 14 11 11 2 11 1 14 12 1 11 12 9
split_gain=8297.33 462150 6.93754e+06 2.07416e+07 993235 2.42741e+06 126052 650593 1.52857e+06 4.65965e+06 8.10391e+06 3.76316e+06 2.31347e+06 494520 652418 469579 3.12751e+06 1.29101e+07 1.02751e+06 2.10019e+06 385481 376629 3.53171e+06 312184 1.53171e+07 4.54419e+06 234370 1.78419e+06 2.27596e+06 181396
threshold=0 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 2.5000000000000004 12.500000000000002 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2 1.0000000180025095e-35 1.5000000000000002 3 4 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 5 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 1 2 2 2 2 2 1 2 2 2 2 2
left_child=1 6 3 -3 5 -4 7 15 11 -10 -11 12 -9 -13 -15 21 18 20 -17 -20 -18 23 -23 -1 -25 -26 29 28 -28 -8
right_child=-2 2 4 -5 -6 -7 26 8 9 10 -12 13 -14 14 -16 16 17 -19 19 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.094227495690935636 -0.0023390462116550251 111.42692500523158 -45.600796654110866 -20.044170981219835 -0.38859838223924825 0.95376249949137371 0.032509072997522162 -0.52134741942087814 -7.915411371654935 76.499942382812506 -4.8523283322652189 -28.013746198018392 44.9274698030381 -22.745065088705587 1.0959553480148316 3.1977753259241584 2.2489308357238769 75.278021744319375 -0.60276874734295749 -40.395700818016422 -14.108612778607537 3.7406663104545239 -39.643750778834033 75.676252555847171 4.0494417031606043 -44.59997696429491 -43.066163436226226 0.20596280251779864 -3.4035172848460769 -1.0503011130407498
leaf_weight=7761 649614 21 21 28 51 24 17733 24 45 25 24 24 21 22 24 64 25 28 36 21 34 86 24 24 48 32 23 372 39 1695
leaf_count=7761 649614 21 21 28 51 24 17733 24 45 25 24 24 21 22 24 64 25 28 36 21 34 86 24 24 48 32 23 372 39 1695
internal_value=0 0.0528732 5.68403 36.3006 -9.94318 -20.7717 0.0239928 0.348941 5.85835 15.3175 36.6539 -1.87351 20.6881 -16.3774 -10.3063 0.208226 4.89886 19.3599 -5.49877 -15.2633 -7.17745 0.0858873 -5.72502 0.167159 5.60965 -15.4103 -0.113303 -2.41161 -18.1171 -0.0619609
internal_weight=0 28399 145 49 96 45 28254 8392 209 94 49 115 45 70 46 8183 208 87 121 57 59 7975 110 7865 104 80 19862 434 62 19428
internal_count=678013 28399 145 49 96 45 28254 8392 209 94 49 115 45 70 46 8183 208 87 121 57 59 7975 110 7865 104 80 19862 434 62 19428
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2097440 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=4
split_feature=13 5 12 11 12 1 1 12 12 3 14 12 12 14 11 6 11 14 12 1 8 10 12 7 12 12 6 0 11 12
split_gain=8836.45 2.432e+06 2.41414e+06 269031 407220 2.34988e+06 852373 1.52805e+06 352745 1.56802e+07 6.21178e+07 2.6918e+06 990548 814141 1.8571e+06 2.06346e+06 1.16847e+06 474880 1.32917e+06 1.32886e+06 990302 513474 531801 481646 493058 736481 425702 944492 417040 408030
threshold=0 1.0000000180025095e-35 12.500000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 10.500000000000002 1.0000000180025095e-35 1 14.500000000000002 11.500000000000002 2 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 3 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002
decision_type=9 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -6 -8 17 12 11 -11 13 16 15 -15 -10 19 20 21 23 29 -23 -19 -25 -26 27 28 -20 -5
right_child=-2 2 -4 8 6 -7 7 -9 9 10 -12 -13 -14 14 -16 -17 -18 18 26 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.26713839273452761 -0.0014825651776181465 44.055817214965828 0.93063189895064746 -1.1852132534433257 -0.97122048122103655 30.220106223777488 -31.332792898324819 -2.2346144486281831 4.1541733704214021 -47.008754863739014 182.35480519170346 2.2113367462158204 0.85715827869149119 -33.54327363586426 0.29547549920923571 -1.3255016326904299 -17.50061380747826 -0.43937516139741944 -29.043359788258869 -24.11103801727295 -10.839225839198321 -17.514643938788051 -0.67066486646544266 1.124482953755916 26.854114913940432 4.8946068934031892 -1.9122767971407981 -3.6925628634861543 -13.360676792340403 2.0827461770530475
leaf_weight=875 667120 25 27 479 2815 27 26 59 127 20 23 25 1439 50 85 33 31 2213 30 21 87 29 53 158 21 56 62 70 39 1888
leaf_count=875 667120 25 27 479 2815 27 26 59 127 20 23 25 1439 50 85 33 31 2213 30 21 87 29 53 158 21 56 62 70 39 1888
internal_value=0 0.0892757 21.6639 -0.0141269 -0.691949 1.16373 -1.26913 -11.1352 0.351988 1.545 48.6657 -19.6643 -0.270413 -5.24763 -10.094 -20.7338 -0.0945507 -0.0680655 -0.975532 0.937128 -0.35489 1.15191 -6.62768 0.0177147 4.32214 10.8836 -8.80302 -11.8766 -20.1792 1.42142
internal_weight=0 10893 52 10841 3802 902 2900 85 7039 1833 68 45 1765 326 168 83 158 5206 2736 2470 2535 2449 82 2448 235 77 201 139 69 2367
internal_count=678013 10893 52 10841 3802 902 2900 85 7039 1833 68 45 1765 326 168 83 158 5206 2736 2470 2535 2449 82 2448 235 77 201 139 69 2367
cat_boundaries=0 1 2 3 4
cat_threshold=32 2 2 2
is_linear=0
shrinkage=0.1


Tree=913
num_leaves=31
num_cat=10
split_feature=5 13 11 14 12 11 12 13 12 12 14 13 11 14 12 12 13 11 12 13 12 14 12 12 12 12 11 11 12 13
split_gain=11132.9 725057 1.46234e+07 1.86838e+06 341672 1.60485e+06 2.424e+06 761530 300824 275227 387030 174948 246055 392800 681327 391565 88773.1 107694 92516 62714.9 178497 65357.3 66233.4 177997 56360.2 48193.7 60510.3 46634.9 46620.3 93032.5
threshold=1.0000000180025095e-35 0 1.5000000000000002 1 8.5000000000000018 1.5000000000000002 7.5000000000000009 2 11.500000000000002 4.5000000000000009 3 4 3.5000000000000004 5 2.5000000000000004 5.5000000000000009 6 1.0000000180025095e-35 12.500000000000002 7 7.5000000000000009 8 3.5000000000000004 1.5000000000000002 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 11.500000000000002 9
decision_type=2 9 2 1 2 2 2 9 2 2 1 9 2 1 2 2 9 2 2 9 2 1 2 2 2 2 2 2 2 9
left_child=-1 2 -2 8 5 6 7 25 -4 -9 -11 12 13 15 -15 -7 17 18 -6 21 -21 24 23 -23 -13 26 -3 -10 -18 -30
right_child=1 4 3 -5 16 11 -8 9 27 10 -12 19 -14 14 -16 -17 28 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00097213849057844982 86.451416995525364 6.4491584897041321 -4.4507138414382936 -27.79487133026123 8.5208118104934698 -6.9319308757781988 -30.507694076910255 -5.0569794986361556 9.8276985583098053 -5.5543689274787909 -19.07339081986083 -2.5334648895537715 0.081474388366217149 23.400629078900373 1.504223098754883 9.8552069485187541 0.70486875625880996 0.50580722832161451 1.761088217758551 -0.65563415488755783 -7.2860555317090903 0.50382558944377498 -0.19482002119449052 10.815566499416645 1.5562170301784171 -0.51193511486053467 0.43554301615114571 3.7000386520668318 -1.7352406115005061 0.12977696564161417
leaf_weight=673966 20 44 50 29 40 33 41 105 23 40 45 87 182 27 30 24 740 138 41 346 46 47 66 26 55 32 27 27 326 1310
leaf_count=673966 20 44 50 29 40 33 41 105 23 40 45 87 182 27 30 24 740 138 41 346 46 47 66 26 55 32 27 27 326 1310
internal_value=0 -0.165384 6.45522 -5.44689 -0.433901 -1.75625 -7.73394 -4.54717 1.03402 -8.0573 -12.7115 0.304172 2.28609 6.00627 11.8762 0.136338 0.228403 2.10847 5.09922 -0.592681 -1.39803 0.54023 2.10091 4.1765 -0.949433 2.47027 4.16229 6.51876 0.0460468 -0.251672
internal_weight=0 4047 149 129 3898 1303 334 293 100 190 85 969 296 114 57 57 2595 219 81 673 392 281 139 73 142 103 71 50 2376 1636
internal_count=678013 4047 149 129 3898 1303 334 293 100 190 85 969 296 114 57 57 2595 219 81 673 392 281 139 73 142 103 71 50 2376 1636
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=160 2 16 2 20737 2 344128 690176 2 8453
is_linear=0
shrinkage=0.1


Tree=914
num_leaves=31
num_cat=4
split_feature=2 13 11 12 12 14 12 11 12 12 12 12 11 14 12 12 13 11 12 11 12 12 11 12 12 12 12 12 12 12
split_gain=9089.12 280817 1.60331e+06 4.88703e+06 4.08215e+07 3.1402e+06 2.54082e+06 1.19416e+06 700220 3.00755e+06 1.58797e+06 3.22643e+06 1.33758e+06 389735 941677 309469 215968 330222 438327 1.15168e+06 2.82524e+06 1.0922e+06 781461 860530 669431 362931 583001 513092 323573 956480
threshold=1.0000000180025095e-35 0 2.5000000000000004 7.5000000000000009 8.5000000000000018 1 2.5000000000000004 3.5000000000000004 11.500000000000002 13.500000000000002 6.5000000000000009 8.5000000000000018 1.5000000000000002 2 10.500000000000002 9.5000000000000018 3 2.5000000000000004 6.5000000000000009 3.5000000000000004 8.5000000000000018 2.5000000000000004 3.5000000000000004 4.5000000000000009 8.5000000000000018 11.500000000000002 10.500000000000002 12.500000000000002 7.5000000000000009 8.5000000000000018
decision_type=2 9 2 2 2 1 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 5 -5 6 -4 -7 10 -10 -2 -12 -13 14 -6 -14 17 -3 21 24 -21 -19 -23 -24 -20 26 -22 -27 -18 -30
right_child=1 16 3 4 13 7 -8 -9 9 -11 11 12 15 -15 -16 -17 28 18 19 20 25 22 23 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0016766651560620174 1.7367923439250275 0.17180219511710421 0.96091815948486325 118.65574261636446 -23.705461546579997 23.319037049816501 -37.33597105537973 -2.8296186260879042 33.360282784921154 -6.7264672503852454 -39.404102718128883 15.845930950458234 -20.27675018310547 1.6936965589523316 -1.7498431227036886 -5.9629160014065832 0.74228921239556211 1.0484491297652603 -11.478146246109887 32.699050974845889 -0.28391326164945646 -4.712609352581743 -28.115229696976513 -8.151230545043946 -1.6594742519087917 -14.839194290726276 18.616970050811769 0.76469196776549031 -4.1261691097405269 0.10145072251156406
leaf_weight=664428 170 1315 30 33 30 31 41 40 27 61 34 26 23 50 56 44 5089 179 87 32 47 138 38 50 344 27 25 96 602 4820
leaf_count=664428 170 1315 30 33 30 31 41 40 27 61 34 26 23 50 56 44 5089 179 87 32 47 138 38 50 344 27 25 96 602 4820
internal_value=0 0.0809511 2.02283 7.39205 18.8827 -6.28339 -21.1542 8.5874 -2.26185 5.57288 -4.58325 -13.0431 -3.4058 -5.32699 -9.40878 -10.8766 -0.025459 -0.88398 -2.19837 -0.605252 5.15948 -4.78669 -9.40832 -16.772 -3.64143 0.640167 6.27889 -2.66055 0.169428 -0.367938
internal_weight=0 13585 696 311 169 142 71 71 385 88 297 127 93 136 86 67 12889 2378 1063 658 227 405 226 88 431 195 72 123 10511 5422
internal_count=678013 13585 696 311 169 142 71 71 385 88 297 127 93 136 86 67 12889 2378 1063 658 227 405 226 88 431 195 72 123 10511 5422
cat_boundaries=0 1 2 3 4
cat_threshold=2114048 2 2 299464
is_linear=0
shrinkage=0.1


Tree=915
num_leaves=31
num_cat=9
split_feature=5 13 11 14 12 11 12 13 12 14 13 14 12 12 11 12 11 13 11 12 12 11 12 12 11 11 11 13 14 12
split_gain=9045.4 661333 1.02331e+07 2.34825e+06 287302 1.31383e+06 1.96312e+06 657853 215359 252959 163456 301668 379060 131618 462853 96737.7 76160.9 72245.9 87232.2 74937.9 71156.4 64186.1 62097.9 116104 137973 170257 103718 64976 71989.8 93903.9
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 8.5000000000000018 1.5000000000000002 7.5000000000000009 2 4.5000000000000009 3 4 5 1.5000000000000002 1.5000000000000002 4.5000000000000009 7.5000000000000009 2.5000000000000004 6 1.0000000180025095e-35 12.500000000000002 3.5000000000000004 2.5000000000000004 2.5000000000000004 3.5000000000000004 3.5000000000000004 2.5000000000000004 3.5000000000000004 7 8 4.5000000000000009
decision_type=2 9 2 1 2 2 2 9 2 1 9 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 1 2
left_child=-1 2 -2 21 5 6 7 -3 -9 -10 11 13 -13 14 -7 22 -14 18 19 -6 -18 -4 26 24 25 -24 -12 28 29 -25
right_child=1 4 3 -5 17 10 -8 8 9 -11 15 12 16 -15 -16 -17 20 -19 -20 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00087606952770624105 66.308876629670465 2.223397405656566 4.6478028474852096 -33.219495842295395 7.66889839783311 -16.199727697372435 -27.915579923987391 -5.0327784730463616 -5.4815533724698158 -17.063645099780778 -3.1029564303787129 16.218873352840031 -1.5999862964336691 1.2623191501783289 4.6009199873260833 -4.0909041731324916 1.6649154935564316 0.037918293248095286 0.4553941488158012 1.5851471124625789 9.1716152182739723 -0.57431014592830953 0.920420265197754 -4.389342876581046 -1.1638040419547788 12.873366370567908 0.73643883930817822 1.2195590701147363 -4.5377283239364621 3.3691894525136705
leaf_weight=673966 24 103 43 24 40 20 40 98 33 44 152 29 26 138 23 73 28 2395 138 41 23 52 22 26 31 26 131 125 60 39
leaf_count=673966 24 103 43 24 40 20 40 98 33 44 152 29 26 138 23 73 28 2395 138 41 23 52 22 26 31 26 131 125 60 39
internal_value=0 -0.149074 6.30155 -5.27123 -0.40047 -1.62265 -7.20215 -4.2218 -7.70218 -12.0999 0.202735 2.16276 6.47465 -0.242947 -5.0738 -0.640692 2.80474 0.201142 1.89778 4.58947 5.05029 1.78938 -0.239616 0.694623 4.03644 7.39493 -1.32571 -0.361391 -1.8888 0.265777
internal_weight=0 4047 143 119 3904 1290 318 278 175 77 972 287 106 181 43 685 77 2614 219 81 51 95 612 329 79 48 283 250 125 65
internal_count=678013 4047 143 119 3904 1290 318 278 175 77 972 287 106 181 43 685 77 2614 219 81 51 95 612 329 79 48 283 250 125 65
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=32800 2 16 2 530689 2 344128 1179648 2
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=6
split_feature=11 13 12 12 14 6 12 12 14 12 6 12 14 4 12 10 14 7 12 6 13 1 10 12 2 12 12 3 12 12
split_gain=7368.4 47007.9 113982 295422 644267 824925 261938 260985 145614 133269 315351 647366 1.47642e+06 160803 239671 168579 152564 601409 1.98074e+06 432074 296058 319034 293423 2.40369e+06 271612 648075 322855 301231 912048 308759
threshold=3.5000000000000004 0 18.500000000000004 16.500000000000004 1 1.0000000180025095e-35 17.500000000000004 13.500000000000002 2 10.500000000000002 1.0000000180025095e-35 11.500000000000002 3 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 4 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 5 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004
decision_type=2 9 2 2 1 2 2 2 1 2 2 2 1 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 9 -4 16 13 12 -12 14 -11 -16 17 19 -19 20 21 22 -2 -24 27 -26 -27 29 -29 -18
right_child=1 -3 8 4 -6 -7 -8 -9 -10 10 11 -13 -14 -15 15 -17 24 18 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0056899608042333891 -0.38091205279154 0.032200791042168456 0.75941559312478557 2.8287804900275337 3.6411964899476836 -18.893431975993703 -9.2344389088948571 1.7063451428564378 8.1985821117673598 2.5193811798511554 -22.894651855468751 -0.81967930440549497 0.55397144422448918 -6.9227282110382538 -1.8936269939560253 6.2783743681731048 -3.5058623099838364 1.5034647837341557 26.611179622014362 2.5517062022135808 -1.8564977673302712 10.172616264969111 25.451158347496619 -3.9888641138871517 18.747744870185851 -10.230156846479936 7.1045791262672058 0.26435305238927453 19.383608267857479 -0.73533456255812535
leaf_weight=522892 1307 146845 106 45 68 47 30 679 35 258 50 216 58 34 388 27 537 247 36 507 1120 32 39 96 24 22 21 618 26 1603
leaf_count=522892 1307 146845 106 45 68 47 30 679 35 258 50 216 58 34 388 27 537 247 36 507 1120 32 39 96 24 22 21 618 26 1603
internal_value=0 0.0191279 -0.212613 -0.261728 -4.15857 -8.50598 -1.99651 -0.168537 2.60602 -0.343743 -1.39693 -3.98041 -10.3019 -0.21299 0.125987 -1.36195 -0.169591 0.284446 4.69738 -0.118282 -0.640134 0.294701 0.0775396 4.51603 -0.708512 5.58326 -1.76436 -0.85993 1.03625 -1.43056
internal_weight=0 155121 8276 8135 190 122 75 7945 141 7266 1031 324 108 707 673 415 6235 3384 283 3101 2594 1474 1442 135 2851 67 43 2784 644 2140
internal_count=678013 155121 8276 8135 190 122 75 7945 141 7266 1031 324 108 707 673 415 6235 3384 283 3101 2594 1474 1442 135 2851 67 43 2784 644 2140
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=790784 2 2 2 2 266240
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=6
split_feature=13 5 11 14 12 14 11 12 11 12 11 10 14 12 11 12 12 11 11 12 12 11 11 12 13 12 12 11 12 13
split_gain=7490.31 184869 6.2745e+06 2.37203e+07 694928 309988 797300 139894 119845 84268.4 76422.2 75917.7 662331 768026 680231 800819 2.23695e+06 8.32355e+06 588165 665839 377388 1.3418e+06 865465 1.0858e+06 169741 161733 153934 749548 885486 294281
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1 10.500000000000002 2 2.5000000000000004 4.5000000000000009 2.5000000000000004 11.500000000000002 2.5000000000000004 1.0000000180025095e-35 3 10.500000000000002 1.5000000000000002 5.5000000000000009 4.5000000000000009 2.5000000000000004 2.5000000000000004 8.5000000000000018 1.5000000000000002 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 4 12.500000000000002 5.5000000000000009 3.5000000000000004 3.5000000000000004 5
decision_type=9 2 2 1 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9
left_child=1 11 3 -3 5 8 7 -7 -4 -6 -11 -1 13 26 -14 16 20 -18 25 -20 22 -22 23 -16 -15 -17 27 -13 -29 -28
right_child=-2 2 4 -5 9 6 -8 -9 -10 10 -12 12 14 24 15 18 17 -19 19 -21 21 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0018039863505278269 -0.0035364542592761679 -35.231546357132139 -7.8464795517921448 116.93773123502731 6.4556978830099112 1.1390832018852233 -27.401182319641112 -10.185040934880575 2.8492069677873091 2.3746307357763636 -2.1114638198066404 -1.7436534717216974 -2.548956013157357 5.1277575779356352 -3.1766602379935129 -3.5066926320393885 58.081301618303577 -7.9486546834309895 10.853620323768029 -2.0167621223462953 -1.5684831370863803 23.361237180233005 -1.8233502562083896 20.324462879065312 1.0991087244288757 3.8073243631635396 0.93853171514140232 -24.678870611479791 -3.9586724506724966 -3.5401352587699892
leaf_weight=65371 609541 21 20 20 25 20 25 24 22 78 74 516 221 171 28 222 35 42 91 72 215 24 63 66 293 35 350 33 55 240
leaf_count=65371 609541 21 20 20 25 20 25 24 22 78 74 516 221 171 28 222 35 42 91 72 215 24 63 66 293 35 350 33 55 240
internal_value=0 0.031344 2.39611 38.9974 -2.81448 -9.01744 -13.1404 -5.03771 -2.24398 1.07551 0.190611 0.0199313 0.532506 -0.734538 2.41828 3.64758 6.46944 22.065 0.469627 5.16854 3.43698 0.93492 7.24584 13.3241 2.718 -2.51062 -2.07623 -3.19844 -11.7287 -0.927394
internal_weight=0 68472 329 41 288 111 69 44 42 177 152 68143 2772 1658 1114 893 473 77 420 163 396 239 157 94 464 257 1194 604 88 590
internal_count=678013 68472 329 41 288 111 69 44 42 177 152 68143 2772 1658 1114 893 473 77 420 163 396 239 157 94 464 257 1194 604 88 590
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=524584 2 2 2 288 524320
is_linear=0
shrinkage=0.1


Tree=918
num_leaves=31
num_cat=11
split_feature=5 13 12 11 11 11 12 12 13 13 14 14 12 13 13 12 12 12 11 14 12 14 11 11 12 13 11 14 12 12
split_gain=9505.84 422340 6.81272e+06 3.17236e+07 4.763e+06 265482 1.17851e+06 1.56402e+06 606873 367693 239343 210644 273874 172208 102223 168759 348335 99629.8 84484.1 65559.8 77312.4 63668.1 153247 64442.1 55818.3 51722.9 81462.9 229612 592680 283439
threshold=1.0000000180025095e-35 0 8.5000000000000018 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 8.5000000000000018 7.5000000000000009 1 2 3 4 13.500000000000002 5 6 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 7 11.500000000000002 8 1.0000000180025095e-35 1.0000000180025095e-35 29.500000000000004 9 2.5000000000000004 10 8.5000000000000018 3.5000000000000004
decision_type=2 9 2 2 2 2 2 2 9 9 1 1 2 9 9 2 2 2 2 1 2 1 2 2 2 9 2 1 2 2
left_child=-1 2 3 -2 -4 6 7 8 -3 11 -10 12 -8 -11 15 -7 -17 -12 -13 20 -6 22 -15 -23 25 -16 -27 29 -29 -28
right_child=1 5 4 -5 19 14 9 -9 10 13 17 18 -14 21 24 16 -18 -19 -20 -21 -22 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.00091076179580026223 136.71662018537523 2.021574715491945 -43.765126936776298 -14.141612936102826 -1.9835401171132139 -6.8027180167344898 6.6789395183324816 -25.105564526813787 -4.2632316666633585 0.30121701674780832 -8.3984680457548659 -11.237123887789878 -4.9181111830685822 7.5748650298013791 0.073139846361383529 10.017654774405742 0.83127624685170953 -15.207617128463021 -4.3209163506825767 -3.0452408340999058 3.3615596738267453 -0.084684350355616167 -0.56607995513946785 6.3535431406714702 4.8507259425662816 -1.877870295671211 9.3640382607777912 -3.3835103363826358 17.860838446021081 -2.0447589922204932
leaf_weight=673966 20 103 28 46 38 26 32 41 86 393 44 38 56 91 1216 44 667 42 33 35 94 53 31 22 21 435 24 29 24 235
leaf_count=673966 20 103 28 46 38 26 32 41 86 393 44 38 56 91 1216 44 667 42 33 35 94 53 31 22 21 435 24 29 24 235
internal_value=0 -0.152809 3.66208 31.573 -5.5969 -0.424352 -1.76397 -6.88538 -4.16892 0.396736 -7.55434 -3.73544 -0.701002 1.54741 0.0984143 1.09554 1.39977 -11.7239 -8.02255 0.802567 1.82282 3.89881 5.50626 1.80386 -0.276119 -0.332373 -0.980339 0.239605 6.23657 -0.987573
internal_weight=0 4047 261 66 195 3786 1065 316 275 749 172 159 88 590 2721 737 711 86 71 167 132 197 122 75 1984 1963 747 312 53 259
internal_count=678013 4047 261 66 195 3786 1065 316 275 749 172 159 88 590 2721 737 711 86 71 167 132 197 122 75 1984 1963 747 312 53 259
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2088 16 565381 2 2 16 557445 2 2 1204224 2
is_linear=0
shrinkage=0.1


Tree=919
num_leaves=31
num_cat=10
split_feature=5 13 11 11 12 11 12 12 13 13 11 14 12 14 13 14 11 11 13 12 12 14 12 12 14 11 12 12 11 11
split_gain=7633.98 442460 1.09704e+07 592452 1.37071e+06 372068 1.05578e+06 1.32448e+06 592700 509907 220942 182638 129450 123983 118072 190834 261353 116416 107711 120947 266995 82451.8 67292.2 82913 213250 109264 192547 376236 97090.7 78326.6
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 2.5000000000000004 8.5000000000000018 1.5000000000000002 8.5000000000000018 7.5000000000000009 1 2 1.0000000180025095e-35 3 4.5000000000000009 4 5 6 1.0000000180025095e-35 1.5000000000000002 7 1.0000000180025095e-35 1.5000000000000002 8 12.500000000000002 10.500000000000002 9 2.5000000000000004 5.5000000000000009 3.5000000000000004 3.5000000000000004 4.5000000000000009
decision_type=2 9 2 2 2 2 2 2 9 9 2 1 2 1 9 1 2 2 9 2 2 1 2 2 1 2 2 2 2 2
left_child=-1 2 -2 17 -5 6 7 8 -3 10 13 -10 -13 -8 -11 16 -16 -4 19 -7 -21 -19 23 25 28 -22 27 29 -25 -27
right_child=1 5 3 4 -6 18 9 -9 11 14 -12 12 -14 -15 15 -17 -18 21 -20 20 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00081968208165866634 68.277619551618898 1.8373073054625924 6.6095592773877661 -32.668310785293578 -1.411350572870133 -5.3232246301792294 -6.3231576356394541 -23.579570091061477 -4.9667667710910672 0.45131610083444551 -1.644636519665414 -7.673204276778482 -15.533404135704041 -15.652278661727905 11.911658154363218 -1.0701658747916998 -0.4824258946158268 1.3029428774797465 -0.17314031866170299 9.540584759834486 6.3167248964309692 -3.8549591394031753 -0.2237197160095204 3.1559972029465899 -3.2078659222043799 1.8466064337463608 -1.8551512028022512 11.433329190963356 10.046156685296879 -5.0569449530707473
leaf_weight=673966 24 103 26 20 47 27 29 41 92 540 47 44 40 28 46 43 27 79 1975 39 34 51 262 39 29 42 164 39 43 27
leaf_count=673966 24 103 26 20 47 27 29 41 92 540 47 44 40 28 46 43 27 79 1975 39 34 51 262 39 29 42 164 39 43 27
internal_value=0 -0.136936 3.87993 -2.87678 -10.7418 -0.407171 -1.97858 -6.79702 -4.33077 0.0502424 -6.13099 -7.61236 -11.4162 -10.9059 1.10678 3.88011 7.32754 0.501142 0.215273 1.23076 1.49436 -0.720542 1.03221 1.8213 4.16253 0.972038 0.303952 3.58259 6.76913 -0.854783
internal_weight=0 4047 247 223 67 3800 1080 320 279 760 104 176 84 57 656 116 73 156 2720 745 718 130 679 417 111 306 272 108 82 69
internal_count=678013 4047 247 223 67 3800 1080 320 279 760 104 176 84 57 656 116 73 156 2720 745 718 130 679 417 111 306 272 108 82 69
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=4136 16 559237 2 2 24656 2 35205 2 2
is_linear=0
shrinkage=0.1


Tree=920
num_leaves=31
num_cat=7
split_feature=12 13 11 0 6 9 13 0 14 1 12 0 11 11 14 11 12 14 11 7 12 13 11 1 13 11 6 11 9 12
split_gain=7584.9 38052.2 142297 216295 158967 23191.5 27732.6 61614.6 120903 33464.8 20167.1 216807 532138 58282.9 42794.6 33248.1 26120.1 26520.9 60499.1 20890.6 16299.1 75387.5 305306 49931 58484.4 57906.3 47322.8 72979.8 41020.8 32033
threshold=28.500000000000004 0 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1 1.0000000180025095e-35 2 1.0000000180025095e-35 27.500000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 3 1.5000000000000002 26.500000000000004 4 2.5000000000000004 1.0000000180025095e-35 24.500000000000004 5 2.5000000000000004 1.0000000180025095e-35 6 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 25.500000000000004
decision_type=2 9 2 2 2 2 9 2 1 2 2 2 2 2 1 2 2 1 2 2 2 9 2 2 9 2 2 2 2 2
left_child=10 2 -2 4 -4 6 -3 9 -9 -8 16 14 13 -13 19 -16 20 -18 -19 -12 -1 22 -22 24 26 29 27 -23 -26 -25
right_child=1 5 3 -5 -6 -7 7 8 -10 -11 11 12 -14 -15 15 -17 17 18 -20 -21 21 23 -24 25 28 -27 -28 -29 -30 -31
leaf_value=4.8434562293145379e-05 7.9410713513692217 -0.052909299823177325 10.589809427054034 -4.7350174155889775 -1.3002598280256445 -2.8630324655108983 0.27821893464810782 -1.5028739849316706 -10.041958427429201 -3.7475218607031779 -1.0597039415679796 2.4638382466634119 15.941274892872778 -3.0219413266462443 -1.6208339157156073 -7.044095745086671 -0.35054194805948807 -0.76206071504524786 -6.6621461649735769 2.1754741649627687 -0.56277611569778341 -1.2288134738251015 10.885072267756744 2.7067278776850023 0.4847940256530035 6.0952513243470881 0.36364046408205619 -7.1431532144546512 -3.2619961965588793 -2.3299110661382261
leaf_weight=674899 27 1145 23 51 22 36 202 97 20 23 99 45 29 34 26 20 239 63 24 25 74 54 34 28 509 28 49 34 31 23
leaf_count=674899 27 1145 23 51 22 36 202 97 20 23 99 45 29 34 26 20 239 63 24 25 74 54 34 28 509 28 49 34 31 23
internal_value=0 -0.214403 1.41265 -0.276312 4.77689 -0.352766 -0.294365 -1.06992 -2.96255 -0.133301 0.000522544 0.852073 4.35577 0.10287 -1.37381 -3.97877 0.000172397 -0.894727 -2.38967 -0.40745 0.000604112 0.434662 2.78345 0.0614895 -0.215312 2.44136 -1.98235 -3.5139 0.264797 0.435302
internal_weight=0 1646 123 96 45 1523 1487 342 117 225 676367 278 108 79 170 46 676089 326 87 124 675763 864 108 756 677 79 137 88 540 51
internal_count=678013 1646 123 96 45 1523 1487 342 117 225 676367 278 108 79 170 46 676089 326 87 124 675763 864 108 756 677 79 137 88 540 51
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=557120 1062929 2 2 2 77824 147456
is_linear=0
shrinkage=0.1


Tree=921
num_leaves=31
num_cat=8
split_feature=8 13 12 14 12 13 14 12 11 12 12 11 12 12 11 11 12 11 12 13 11 11 13 11 14 12 12 14 12 12
split_gain=7246.78 127606 257407 722584 365296 858781 642389 1.80093e+07 5.5162e+07 7.1183e+07 2.90565e+06 2.59267e+06 9.16492e+06 3.46995e+06 3.48862e+06 454757 442276 2.67738e+06 389616 361485 963983 782935 284037 282989 5.57447e+06 1.20499e+07 1.83665e+06 1.2553e+06 984354 4.78357e+06
threshold=1.0000000180025095e-35 0 18.500000000000004 1 11.500000000000002 2 3 14.500000000000002 3.5000000000000004 13.500000000000002 14.500000000000002 3.5000000000000004 13.500000000000002 12.500000000000002 1.5000000000000002 3.5000000000000004 10.500000000000002 1.0000000180025095e-35 13.500000000000002 4 2.5000000000000004 4.5000000000000009 5 3.5000000000000004 6 13.500000000000002 17.500000000000004 7 13.500000000000002 14.500000000000002
decision_type=2 9 2 1 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 1 2 2 1 2 2
left_child=-1 2 4 -4 16 23 10 8 9 -8 11 13 -13 14 -7 -12 22 -18 -15 20 -19 -22 -2 27 26 -26 -25 -6 -29 -30
right_child=1 -3 3 -5 5 6 7 -9 -10 -11 15 12 -14 18 -16 -17 17 19 -20 -21 21 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.0020297145037736094 -0.78720341610321731 0.28763892607728792 0.019644465674175306 18.195343754209322 -1.0208154611388467 -51.317895195700913 1.3424893484115601 -72.755843811564986 87.837719477740208 -205.32096549987793 2.3485118973038417 -0.10347778687783338 -49.033980456853321 1.2269652877576078 -7.6624956200975891 10.166477554919673 28.015213812008881 -8.5293161034584042 9.7269809912358021 -0.40717803195670799 17.485146553285659 -5.2689187240600592 0.30489621642515163 4.8036069960763612 3.1953281248317045 -78.451757921491364 -24.885738892988726 1.646981523337403 44.564955340491402 0.12174666753491842
leaf_weight=652834 3850 12042 89 29 527 22 100 36 55 20 275 109 59 104 109 102 39 32 112 449 62 20 6209 394 51 28 22 123 36 74
leaf_count=652834 3850 12042 89 29 527 22 100 36 55 20 275 109 59 104 109 102 39 32 112 449 62 20 6209 394 51 28 22 123 36 74
internal_value=0 0.052643 -0.16286 4.48655 -0.205126 -1.33144 -3.35036 -8.34268 4.90802 -33.1014 -2.207 -7.09022 -17.2874 -2.15325 -14.9939 4.46372 0.0439926 2.67685 5.63438 0.921613 5.69163 11.9354 -0.113575 0.465932 -1.39102 -25.7429 3.2335 1.68152 7.79368 14.6668
internal_weight=0 25179 13137 118 13019 2358 1103 211 175 120 892 515 168 347 131 377 10661 602 216 563 114 82 10059 1255 495 79 416 760 233 110
internal_count=678013 25179 13137 118 13019 2358 1103 211 175 120 892 515 168 347 131 377 10661 602 216 563 114 82 10059 1255 495 79 416 760 233 110
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=2015367 2 1097857 2 16385 49281 2 2
is_linear=0
shrinkage=0.1


Tree=922
num_leaves=31
num_cat=13
split_feature=12 13 13 11 9 13 14 14 11 11 13 6 11 14 10 13 11 14 13 11 14 0 1 13 6 3 6 9 14 6
split_gain=7102.79 249654 146232 137280 443311 3.19527e+06 8.03319e+06 776849 988436 360053 589653 1.18678e+06 1.23872e+06 2.76704e+06 311602 266896 981152 980648 255593 593833 1.5454e+06 1.11244e+06 1.10484e+06 988219 2.56916e+06 2.40469e+06 657703 429071 987732 361950
threshold=1.0000000180025095e-35 0 1 2.5000000000000004 1.0000000180025095e-35 2 3 4 1.5000000000000002 1.5000000000000002 5 1.0000000180025095e-35 1.0000000180025095e-35 6 1.0000000180025095e-35 7 1.0000000180025095e-35 8 9 3.5000000000000004 10 1.0000000180025095e-35 1.0000000180025095e-35 11 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 12 1.0000000180025095e-35
decision_type=2 9 9 2 2 9 1 1 2 2 9 2 2 1 2 9 2 1 9 2 1 2 2 9 2 2 2 2 1 2
left_child=1 -1 3 4 9 6 -6 8 -7 10 11 15 -13 -14 -11 16 -3 -18 27 22 -21 23 29 24 25 -22 -25 -5 -29 -20
right_child=-2 2 -4 18 5 7 -8 -9 -10 14 -12 12 13 -15 -16 -17 17 -19 19 20 21 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.44797258146990498 -0.0031230746394647381 -1.5408872608999604 0.39131603053928993 0.066803267480898376 55.490735435485846 1.2654913376539181 -2.0677748302915204 0.81307199087339588 -20.167411772410077 -0.83877027596457043 -0.30393801302422235 0.040882479955279639 -11.530525970458985 30.02345381914559 2.9841338334018239 0.24988964739299957 14.952564043317523 0.93039926227770364 0.44018901340095706 -0.5101110120785648 -6.8152802845788392 24.636994640247242 14.655100363951462 3.8397975543759908 35.850906660750105 25.583259285820859 -12.303287658691406 -14.531084280461073 3.0378121525049213 -2.8883908770862643
leaf_weight=9066 620274 206 14346 15606 38 39 67 194 48 8069 4855 63 22 59 219 1124 105 95 2126 464 63 37 52 159 37 36 30 64 64 386
leaf_count=9066 620274 206 14346 15606 38 39 67 194 48 8069 4855 63 22 59 219 1124 105 95 2126 464 63 37 52 159 37 36 30 64 64 386
internal_value=0 0.0335466 0.123303 0.0112128 -0.213074 3.13254 17.1314 -2.61493 -10.5596 -0.300231 0.255167 1.86737 10.5576 18.7372 -0.737755 1.06167 3.22352 8.29204 0.18952 0.97571 3.31044 8.2075 0.227374 6.33707 12.4529 4.96601 1.21321 0.0194971 -5.74664 -0.0712886
internal_weight=0 57739 48673 34327 15203 386 105 281 87 14817 6529 1674 144 81 8288 1530 406 200 19124 3390 826 362 2564 325 136 99 189 15734 128 2512
internal_count=678013 57739 48673 34327 15203 386 105 281 87 14817 6529 1674 144 81 8288 1530 406 200 19124 3390 826 362 2564 325 136 99 189 15734 128 2512
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=49800 1648689 1572896 2 2 1050624 2 2048 2 1050625 2 16 2
is_linear=0
shrinkage=0.1


Tree=923
num_leaves=31
num_cat=11
split_feature=2 13 11 13 12 12 12 12 12 13 11 14 12 14 11 11 12 14 14 12 14 11 13 12 12 12 13 12 14 11
split_gain=6814.98 248481 870681 1.87312e+06 4.28416e+06 4.55758e+07 1.65888e+06 1.26743e+06 5.23676e+06 1.01391e+07 2.66628e+07 1.21805e+07 4.60351e+07 2.79361e+06 2.37966e+06 1.19037e+07 3.54517e+07 2.61766e+06 1.82053e+06 1.44807e+06 1.18276e+06 894316 822987 871958 1.56888e+06 563439 715609 558949 527279 651559
threshold=1.0000000180025095e-35 0 3.5000000000000004 1 6.5000000000000009 7.5000000000000009 4.5000000000000009 8.5000000000000018 6.5000000000000009 2 2.5000000000000004 3 7.5000000000000009 4 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 5 6 7.5000000000000009 7 2.5000000000000004 8 4.5000000000000009 5.5000000000000009 15.500000000000002 9 1.5000000000000002 10 2.5000000000000004
decision_type=2 9 2 9 2 2 2 2 2 9 2 1 2 1 2 2 2 1 1 2 1 2 9 2 2 2 9 2 1 2
left_child=-1 2 7 4 6 -6 27 8 22 10 14 -12 -13 21 15 18 -17 -16 -10 -19 -7 -11 28 -24 -25 26 -9 -4 29 -2
right_child=1 -3 3 -5 5 20 -8 25 9 13 11 12 -14 -15 17 16 -18 19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014339830609518102 -0.61326050462677351 -0.3421447898420984 8.5018749408232868 0.55016265013064558 -153.30903797149659 -8.2048813400105534 22.612268047332766 -2.1890004784923249 -26.507485827277691 -15.857976619763807 102.04576180036679 127.38732890467492 -33.269939967564177 -2.1741263679836105 -20.891011278090939 142.31296564737957 -13.741715384818413 -8.6111057949066172 1.1673231631894656 16.696853681711051 7.3480820570673266 -42.402523422241217 2.6539984773338579 33.61839362553188 -1.2242600282033287 2.3177062319672626 2.7653471104925575 -6.3625844756762184 0.80486305998946672 -7.494439002856538
leaf_weight=664428 446 7039 39 1016 22 117 40 1601 34 22 43 31 42 92 62 24 37 40 79 52 84 30 162 28 24 552 348 72 1208 199
leaf_count=664428 446 7039 39 1016 22 117 40 1601 34 22 43 31 42 92 62 24 37 40 79 52 84 30 162 28 24 552 348 72 1208 199
internal_value=0 0.070114 0.51316 -1.70727 -7.64993 -16.6616 5.15204 1.11276 2.63446 10.9613 18.2075 59.8245 34.9544 -11.8245 4.04445 12.0577 47.6568 -5.00942 -7.15961 5.69339 -1.70514 -31.1721 0.265722 5.99054 17.5372 -0.502644 -1.30143 -1.13994 -0.425461 -2.73629
internal_weight=0 13585 6546 1390 374 223 151 5156 2655 588 444 116 73 144 328 174 61 154 113 92 201 52 2067 214 52 2501 1949 111 1853 645
internal_count=678013 13585 6546 1390 374 223 151 5156 2655 588 444 116 73 144 328 174 61 154 113 92 201 52 2067 214 52 2501 1949 111 1853 645
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2124309 16400 16400 2 2 2 2 2 26640 18448 2
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=6
split_feature=12 4 13 12 11 11 13 12 12 13 11 12 12 12 14 12 11 14 11 12 12 11 13 12 11 12 3 0 12 11
split_gain=6636.37 72826.1 153342 230248 432737 201287 111132 433360 153799 173784 297689 1.91923e+06 320786 396709 107999 111860 143379 84279 434863 657270 239525 83626.7 60495.8 604631 945764 1.39625e+06 131004 59746.5 99941.7 112313
threshold=12.500000000000002 1.0000000180025095e-35 0 14.500000000000002 1.5000000000000002 2.5000000000000004 1 13.500000000000002 14.500000000000002 2 1.5000000000000002 15.500000000000002 16.500000000000004 17.500000000000004 3 13.500000000000002 1.0000000180025095e-35 4 2.5000000000000004 13.500000000000002 13.500000000000002 1.5000000000000002 5 14.500000000000002 1.5000000000000002 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 2.5000000000000004
decision_type=2 2 9 2 2 2 9 2 2 9 2 2 2 2 1 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2
left_child=-1 22 3 4 -3 6 7 -4 14 10 12 -12 -10 -14 -8 16 -16 18 -6 -20 -19 -9 23 24 25 -2 27 -25 29 -29
right_child=1 2 5 -5 17 -7 8 21 9 -11 11 -13 13 -15 15 -17 -18 20 19 -21 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.0047555644268959659 -0.57026680537632535 -1.3177686985628105 11.028694922969027 0.31719401047544082 -1.2036778374151751 -1.0091975160397835 -2.502710752238595 3.2574067561303153 -2.8257928234597913 -0.89405989838387689 27.027145722683738 -1.4988073807258111 15.767870529174807 1.6405423773318224 -0.2461873517717634 -1.6996075125301588 9.1749906222025555 19.515297803878784 2.8721388787934274 24.621517698963487 4.3945217392661355 -1.7051899302005769 0.0060862887292628537 -0.26670870645136774 -6.6667123841202782 34.73763082822164 4.1045283575057985 0.92898314269083859 -9.518979013533821 -6.9006227425166546
leaf_weight=550725 21 81 53 311 44 852 211 59 115 183 34 77 25 97 35 68 30 20 33 24 22 80 124456 158 23 24 50 53 21 28
leaf_count=550725 21 81 53 311 44 852 211 59 115 183 34 77 25 97 35 68 30 20 33 24 22 80 124456 158 23 24 50 53 21 28
internal_value=0 0.0205796 0.560064 2.03969 4.52224 0.13622 1.05211 3.16977 0.544986 1.61831 2.88234 7.23887 0.963558 4.53549 -1.09597 1.13579 4.10205 7.83021 6.2647 12.0298 11.5949 0.401236 0.00997433 1.2567 9.82931 18.2606 -0.583205 -1.48469 -3.37137 -1.77755
internal_weight=0 127288 2454 535 224 1919 1067 192 875 531 348 111 237 122 344 133 65 143 101 57 42 139 124834 378 68 45 310 260 102 81
internal_count=678013 127288 2454 535 224 1919 1067 192 875 531 348 111 237 122 344 133 65 143 101 57 42 139 124834 378 68 45 310 260 102 81
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=389196 131073 2064 2 2 2097154
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=7
split_feature=4 13 13 12 11 14 12 12 14 13 12 12 11 11 12 11 12 11 13 12 12 11 12 11 11 12 12 12 11 13
split_gain=7598.64 219461 164891 609225 316349 128226 115225 122255 106400 823453 1.04259e+06 1.54386e+06 1.72413e+06 2.04358e+06 2.69299e+06 1.0416e+06 1.47033e+06 518979 490622 545704 1.8594e+06 2.30327e+06 1.11437e+06 1.13298e+07 7.64227e+06 646474 484016 574463 901964 1.09827e+06
threshold=1.0000000180025095e-35 0 1 5.5000000000000009 1.5000000000000002 2 1.5000000000000002 11.500000000000002 3 4 8.5000000000000018 3.5000000000000004 2.5000000000000004 1.5000000000000002 5.5000000000000009 3.5000000000000004 7.5000000000000009 1.0000000180025095e-35 5 8.5000000000000018 6.5000000000000009 2.5000000000000004 7.5000000000000009 3.5000000000000004 3.5000000000000004 10.500000000000002 8.5000000000000018 3.5000000000000004 2.5000000000000004 6
decision_type=2 9 9 2 2 1 2 2 1 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9
left_child=-1 6 3 -3 5 -5 -2 -8 9 10 11 -4 13 17 -15 -14 -17 -13 19 20 -10 -22 23 -23 -24 -21 27 28 -11 -30
right_child=1 2 8 4 -6 -7 7 -9 18 26 -12 12 15 14 -16 16 -18 -19 -20 25 21 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014311092631714767 2.9672547968422496 -9.3637466200466815 -0.95730108930667246 0.73321100225988423 15.489948145804867 9.1998886744181316 -3.357313883347731 0.67048238858263554 0.16385084140953776 -4.4404145044466814 -0.68411211571240593 11.382975276311239 -5.1107925937530849 44.10482541038877 11.988245394609976 3.7315423910282863 29.942764282226562 -8.3460389963785797 0.937235757526376 5.2589910920709375 0.41506221626744133 -71.159715594667375 37.096902734261974 -0.40047232309977221 -26.342632663249972 -1.3336872554832782 -0.047837545934323461 -3.3528852364282735 11.498669748138964 -0.086058816448770295
leaf_weight=665835 41 29 300 53 31 27 380 94 931 252 874 24 94 42 69 121 26 30 3769 256 165 33 27 72 64 355 2257 1359 104 299
leaf_count=665835 41 29 300 53 31 27 380 94 931 252 874 24 94 42 69 121 26 30 3769 256 165 33 27 72 64 355 2257 1359 104 299
internal_value=0 -0.0782794 0.0118059 3.30598 6.91392 3.59071 -2.07828 -2.55855 -0.0310489 -0.330261 1.61441 4.48276 8.5025 16.3782 24.1405 3.11043 8.36754 0.422412 0.277551 -1.02851 -2.19844 -8.29067 -15.6195 -22.6391 -7.51991 1.42855 -1.05099 -2.18039 0.252323 3.18674
internal_weight=0 12178 11663 140 111 80 515 474 11523 5851 1580 706 406 165 111 241 147 54 5672 1903 1292 361 196 105 91 611 4271 2014 655 403
internal_count=678013 12178 11663 140 111 80 515 474 11523 5851 1580 706 406 165 111 241 147 54 5672 1903 1292 361 196 105 91 611 4271 2014 655 403
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2097226 327680 2 2 133760 133505 1048576
is_linear=0
shrinkage=0.1


Tree=926
num_leaves=31
num_cat=4
split_feature=13 4 11 12 12 11 12 12 12 12 11 12 13 12 12 12 14 5 11 12 14 12 12 11 11 12 12 11 12 12
split_gain=6338.86 59474.6 445860 264633 928054 404772 659175 763124 281783 229606 331307 177866 171336 108034 343115 63492.6 52209.7 47924.5 2.21926e+06 1.66401e+07 349339 256894 240397 422941 234327 64622 46490.8 45492.4 131967 86358.1
threshold=0 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 6.5000000000000009 11.500000000000002 9.5000000000000018 13.500000000000002 3.5000000000000004 1.0000000180025095e-35 1 6.5000000000000009 8.5000000000000018 4.5000000000000009 2 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 3 13.500000000000002 10.500000000000002 2.5000000000000004 1.5000000000000002 5.5000000000000009 12.500000000000002 2.5000000000000004 5.5000000000000009 5.5000000000000009
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 17 3 -3 -5 13 16 8 -8 11 -11 -4 -13 15 -15 -6 -7 -1 19 -19 -20 -21 23 24 -22 -26 -24 28 -14 -29
right_child=-2 2 9 4 5 6 7 -9 -10 10 -12 12 27 14 -16 -17 -18 18 20 21 22 -23 26 -25 25 -27 -28 29 -30 -31
leaf_value=0.028060229849121484 -0.0039995342285994049 -8.4609811436046254 2.877851755959647 21.464313636779789 -0.74149237697774717 2.1769716594530188 12.416636068756517 -1.0637521542170469 26.707920924100012 -0.74436400561656768 9.979084444493056 -4.2924225724457941 -5.1146239559929647 -12.951628620709693 -0.38525464387284114 4.7556342096889725 -3.5621083079599867 93.43406283514841 0.46110340827446195 -12.965642306208611 -10.58809086192738 -1.0463179949558143 2.5456817245483401 -16.66868832562421 -3.2951237474169051 3.5615046218589499 -2.5835221445837688 1.0739175891839199 -1.0074586492214563 -2.0446366353618979
leaf_weight=97548 578212 22 70 25 55 23 37 34 22 103 40 307 111 28 97 34 51 21 278 40 33 33 30 37 28 27 43 161 265 198
leaf_count=97548 578212 22 70 25 55 23 37 34 22 103 40 307 111 28 97 34 51 21 278 40 33 33 30 37 28 27 43 161 265 198
internal_value=0 0.0232899 -0.566136 2.22099 2.79982 1.57512 5.26482 10.8691 17.7456 -1.51665 2.2552 -2.0017 -2.3295 -1.30423 -3.20012 1.35853 -1.77834 0.0334026 0.947676 14.9889 -1.82518 -7.57745 -5.03521 -7.69801 -3.92625 0.0708575 -0.47563 -1.43173 -2.21995 -0.646065
internal_weight=0 99801 1683 428 406 381 167 93 59 1255 143 1112 1042 214 125 89 74 98118 570 94 476 73 198 125 88 55 73 735 376 359
internal_count=678013 99801 1683 428 406 381 167 93 59 1255 143 1112 1042 214 125 89 74 98118 570 94 476 73 198 125 88 55 73 735 376 359
cat_boundaries=0 1 2 3 4
cat_threshold=540968 16384 2 2
is_linear=0
shrinkage=0.1


Tree=927
num_leaves=31
num_cat=7
split_feature=5 13 11 12 11 12 13 12 12 13 11 11 12 12 11 11 14 12 11 12 12 12 12 14 13 12 12 12 12 14
split_gain=7539.26 231204 2.8745e+06 1.88778e+07 298043 1.12515e+06 1.39172e+06 726949 540418 443642 190676 184429 141250 326028 164356 243506 569571 160435 228868 233513 420945 124457 123556 119887 100402 98171.4 215383 96906.5 52871.2 145522
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 8.5000000000000018 1.5000000000000002 8.5000000000000018 1 4.5000000000000009 6.5000000000000009 2 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 9.5000000000000018 2.5000000000000004 3.5000000000000004 3 11.500000000000002 3.5000000000000004 16.500000000000004 20.500000000000004 1.5000000000000002 11.500000000000002 4 5 1.0000000180025095e-35 1.5000000000000002 15.500000000000002 10.500000000000002 6
decision_type=2 9 2 2 2 2 9 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 1 9 2 2 2 2 1
left_child=-1 2 3 -2 5 6 8 -8 -3 11 -9 23 14 -14 21 16 -16 -15 19 -19 -21 -4 28 -7 25 -6 -27 -20 -11 -30
right_child=1 4 12 -5 24 9 7 10 -10 22 -12 -13 13 17 15 -17 -18 18 27 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00082666937611452379 73.642044557843903 1.7477519706539486 6.277070275942485 -26.921927256584169 -4.7798375341627333 -5.4185495602673504 -8.6920858066732247 -30.94679949725116 -11.32779656852164 1.9432348150399426 -19.168897247314455 -1.4634858973482823 9.6059662594514741 -4.6078590755975695 1.4025420922499439 0.085501816159202937 -18.137175238473073 0.51257712493731278 -1.6313186553486607 19.613914837837221 -0.43131492571397267 -2.2640828552892653 0.25445283965427928 -14.592256317819869 -0.27842382704075008 8.5867210779434604 0.93918319253107241 -9.3212101314378835 1.9773641735899685 10.754667689005535
leaf_weight=673966 35 138 24 40 27 29 55 27 41 124 28 47 34 79 26 42 35 127 57 20 22 59 427 28 1672 39 661 23 51 30
leaf_count=673966 35 138 24 40 27 29 55 27 41 124 28 47 34 79 26 42 35 127 57 20 22 59 427 28 1672 39 661 23 51 30
internal_value=0 -0.136072 1.62088 20.0079 -0.459143 -1.88782 -7.17511 -15.4196 -1.18122 0.188306 -24.9508 -5.56583 -0.866021 0.284795 -3.10578 -5.77421 -9.80877 -0.681424 0.564312 2.65022 9.11403 0.205648 1.2042 -9.92493 0.149361 1.12161 1.36526 -3.84216 3.2412 5.22822
internal_weight=0 4047 623 75 3424 1025 289 110 179 736 55 104 548 362 186 103 61 328 249 169 42 83 632 57 2399 727 700 80 205 81
internal_count=678013 4047 623 75 3424 1025 289 110 179 736 55 104 548 362 186 103 61 328 249 169 42 83 632 57 2399 727 700 80 205 81
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=131104 1085456 559237 2 2 35201 2
is_linear=0
shrinkage=0.1


Tree=928
num_leaves=31
num_cat=9
split_feature=12 13 11 0 6 13 6 14 12 14 11 11 0 0 11 12 0 14 12 13 12 14 11 12 13 14 0 11 0 11
split_gain=6348.06 30808.6 115608 174848 128353 19214.5 34039.4 42745.7 16094.1 223398 548190 89941.6 192387 36848.9 76013.8 21508.4 25559.6 38859.2 13026.2 52582.9 158561 195820 143219 31034.1 54234.5 49128 53124.4 66099.2 45445.5 88789.5
threshold=28.500000000000004 0 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1 1.0000000180025095e-35 2 27.500000000000004 3 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 26.500000000000004 1.0000000180025095e-35 4 24.500000000000004 5 25.500000000000004 6 2.5000000000000004 25.500000000000004 7 8 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002
decision_type=2 9 2 2 2 9 2 1 2 1 2 2 2 2 2 2 2 1 2 9 2 1 2 2 9 1 2 2 2 2
left_child=8 2 -2 4 -4 6 7 -3 15 11 -11 13 -13 -10 -15 18 -17 -18 -1 20 21 22 -20 24 28 -25 27 -27 -21 -30
right_child=1 5 3 -5 -6 -7 -8 -9 9 10 -12 12 -14 14 -16 16 17 -19 19 23 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=6.7744349264961564e-05 7.1519717137018848 -0.87961687548086054 9.5118122981942221 -4.2636173734477927 -1.1721955269575119 -0.13063337746312015 0.69037598939829092 -3.9929894217129411 -0.79752222530982086 -2.6169826030731205 16.098339041348162 0.56170647205450597 -10.543478100116438 -2.1042504787445071 4.9818197486513274 -0.076844776039605323 -1.0561470196754843 -5.4312788116931916 3.3627875761552293 -0.73528168316810361 -1.5429181815946804 -2.2699942624127423 12.909471543629966 1.723104565444681 -1.7734169067633461 -1.9869505429267882 -4.9813857154846195 3.8333430469036105 -0.19290697415669761 6.0889709684583879
leaf_weight=674899 27 184 23 51 22 1195 86 58 85 34 29 39 26 24 41 193 108 25 33 124 68 27 30 194 185 50 25 32 60 36
leaf_count=674899 27 184 23 51 22 1195 86 58 85 34 29 39 26 24 41 193 108 25 33 124 68 27 30 194 185 50 25 32 60 36
internal_value=0 -0.196137 1.26799 -0.254803 4.28852 -0.320603 -0.988374 -1.6258 0.00048555 0.761201 5.99801 -0.773305 -3.88037 0.573088 2.36542 0.000172752 -0.811892 -1.87854 0.000564507 0.388602 1.97648 4.85518 7.90883 0.00517375 -0.566328 0.774309 -0.945936 0.284384 0.50632 2.1628
internal_weight=0 1646 123 96 45 1523 328 242 676367 278 63 215 65 150 65 676089 326 133 675763 864 158 90 63 706 405 301 107 82 220 96
internal_count=678013 1646 123 96 45 1523 328 242 676367 278 63 215 65 150 65 676089 326 133 675763 864 158 90 63 706 405 301 107 82 220 96
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=557120 133384 2 2 2 1122304 2 16400 2
is_linear=0
shrinkage=0.1


Tree=929
num_leaves=31
num_cat=12
split_feature=6 12 12 13 14 13 11 13 11 11 13 13 11 11 13 11 11 13 12 11 14 12 12 13 11 11 11 11 13 13
split_gain=6208.9 121642 576822 2.73681e+06 2.06477e+06 3.57764e+06 9.3715e+06 1.84629e+06 1.45683e+06 5.52664e+06 6.82048e+06 2.39569e+06 9.79468e+06 1.86198e+06 948478 906115 706538 629466 588541 992204 728642 552108 543900 1.07839e+06 783146 705427 543491 525620 765512 465297
threshold=1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 0 1 2 1.0000000180025095e-35 3 1.0000000180025095e-35 1.5000000000000002 4 5 2.5000000000000004 2.5000000000000004 6 3.5000000000000004 3.5000000000000004 7 1.0000000180025095e-35 3.5000000000000004 8 2.5000000000000004 2.5000000000000004 9 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 10 11
decision_type=2 2 2 9 1 9 2 9 2 2 9 9 2 2 9 2 2 9 2 2 1 2 2 9 2 2 2 2 9 9
left_child=-1 2 17 4 5 6 -4 8 -6 10 -10 12 -11 14 -13 -15 -14 18 -2 -20 -21 -22 -19 -24 -25 -26 -9 -7 -29 -3
right_child=1 29 3 -5 7 27 -8 26 9 11 -12 13 16 15 -16 -17 -18 22 19 20 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0053107997601417253 0.8045660521070751 0.43873133171326151 76.218693056973549 -1.4632868792447018 1.4047874754074723 -2.112923629154531 4.1934040711657836 -6.9945562712351474 22.521039841201279 38.051605738589636 -3.7891763790233721 3.3473767163460715 -3.7468319016014968 9.5886715034569949 -4.432506877784582 -2.2555825760785271 6.1287784630525195 0.0099466113786378426 -0.19851630330106684 -0.63864605932600405 -1.8459329282165204 -5.4366996675615571 2.6852478947635667 1.9532544121499791 -3.8716921046160269 0.20710042775760998 0.37154481214265228 -2.3687347903573439 4.2650214215542404 -0.13301522424976114
leaf_weight=518152 4328 16868 22 3251 855 1548 101 120 354 95 138 218 149 269 506 85 141 7893 21361 1909 945 783 2812 1180 690 1100 606 316 366 90852
leaf_count=518152 4328 16868 22 3251 855 1548 101 120 354 95 138 218 149 269 506 85 141 7893 21361 1909 945 783 2812 1180 690 1100 606 316 366 90852
internal_value=0 0.017233 0.142613 0.864048 2.14768 -0.14408 15.7921 3.67879 4.83064 6.35361 15.5221 3.27029 9.92603 0.793802 -2.10493 6.74471 1.05476 -0.01073 -0.271982 -0.458478 -1.98529 -3.473 0.549321 1.28657 -0.0465828 -1.36517 -0.834498 -1.089 1.21912 -0.0434564
internal_weight=0 159861 52141 9140 5889 2353 123 3536 2810 1955 492 1463 385 1078 724 354 290 43001 29326 24998 3637 1728 13675 5782 2970 1790 726 2230 682 107720
internal_count=678013 159861 52141 9140 5889 2353 123 3536 2810 1955 492 1463 385 1078 724 354 290 43001 29326 24998 3637 1728 13675 5782 2970 1790 726 2230 682 107720
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1612368 2 32832 1052688 16 1048576 4096 3903508 2 272680 1052672 2588676
is_linear=0
shrinkage=0.1


Tree=930
num_leaves=31
num_cat=4
split_feature=11 13 14 12 12 6 12 12 0 7 6 10 12 3 4 12 12 2 13 12 12 7 12 12 8 13 12 8 12 12
split_gain=9095.96 43578.1 211647 1.14198e+06 850182 594678 541762 2.57152e+06 6.53864e+06 1.3205e+06 2.00831e+06 640392 611810 605812 598020 422978 1.14532e+06 359495 353180 883294 422365 342094 311725 1.88238e+06 308864 286774 452782 443433 2.05497e+06 431217
threshold=3.5000000000000004 0 1 14.500000000000002 13.500000000000002 1.0000000180025095e-35 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 17.500000000000004 1.0000000180025095e-35 2 11.500000000000002 6.5000000000000009 1.0000000180025095e-35 10.500000000000002 11.500000000000002 1.0000000180025095e-35 3 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 8.5000000000000018
decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2
left_child=-1 2 5 4 6 25 7 11 9 10 -9 14 -13 17 24 18 -17 -8 19 20 -7 -5 -20 -24 -4 26 -2 -27 -29 -28
right_child=1 -3 3 21 -6 15 13 8 -10 -11 -12 12 -14 -15 -16 16 -18 -19 22 -21 -22 -23 23 -25 -26 27 29 28 -30 -31
leaf_value=-0.0062734133800055871 -1.7531092018497234 0.033347662601517759 -0.97888144962127921 8.3087057417738226 -10.485416369094063 -4.9591456148359514 0.24223754371328943 -18.602002898129552 -57.518815122331887 13.682303899129233 6.3379748624913832 -23.865423244779763 -3.9140218211155315 15.200382413535284 11.566571942771354 -25.347113598717584 3.518662115931511 13.792773895263673 1.4106831665896911 2.6737717583065943 -19.42089827993642 -4.2341098632812502 -25.051752068014707 0.2620463791820738 4.7448059017658233 0.59971626640102016 6.8986378035804101 -34.034031513759068 0.12862622912870633 1.606922436259804
leaf_weight=522892 196 147506 1648 167 97 36 929 88 28 30 51 22 51 29 41 27 28 20 362 63 46 25 34 216 100 2511 258 21 109 382
leaf_count=522892 196 147506 1648 167 97 36 929 88 28 30 51 22 51 29 41 27 28 20 362 63 46 25 34 216 100 2511 258 21 109 382
internal_value=0 0.0213007 -0.211819 -0.810769 -1.26941 0.252155 -0.975052 -1.89555 -12.7604 -5.3448 -9.45136 -0.746048 -9.92677 0.962889 -0.371429 -2.18446 -10.6518 0.527813 -1.56926 -5.82866 -13.0718 6.67553 -0.45738 -3.18063 -0.651439 0.82119 2.42327 0.303732 -5.38996 3.74015
internal_weight=0 155121 7615 3326 3134 4289 3037 2059 197 169 139 1862 73 978 1789 812 55 949 757 145 82 192 612 250 1748 3477 836 2641 130 640
internal_count=678013 155121 7615 3326 3134 4289 3037 2059 197 169 139 1862 73 978 1789 812 55 949 757 145 82 192 612 250 1748 3477 836 2641 130 640
cat_boundaries=0 1 2 3 4
cat_threshold=266500 2 4 4
is_linear=0
shrinkage=0.1


Tree=931
num_leaves=31
num_cat=5
split_feature=13 5 12 12 11 12 14 11 11 11 11 12 12 12 3 12 8 9 13 12 1 11 2 13 6 11 11 11 11 14
split_gain=7658.44 48381.9 1.58764e+06 1.91311e+07 1.2359e+06 1.06706e+06 293612 184596 281506 104370 89004.3 77451.1 44707.6 41450.9 256108 938363 191480 86824.2 91084.8 104450 524180 187203 130051 81936 85349.1 96014.3 81177.4 70359.9 64339.8 117113
threshold=0 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 13.500000000000002 1 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 10.500000000000002 1.5000000000000002 18.500000000000004 1.0000000180025095e-35 19.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2 19.500000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 4
decision_type=9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 1
left_child=1 13 3 6 5 -4 9 8 -8 -3 -6 -12 -10 -1 16 -16 17 18 28 20 21 23 -21 24 26 -26 -20 -25 29 -15
right_child=-2 2 4 -5 10 -7 7 -9 12 -11 11 -13 -14 14 15 -17 -18 -19 19 22 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.0085706450524864197 -0.005436730081230713 -4.2438670327534549 -23.026342282976426 75.840998938424249 5.073510911663373 -0.16497725622994561 -11.169544034255178 -13.971920382976533 -2.6058428382873537 2.4879849105584819 -4.2506219921112063 -0.021190128671495539 4.0004547300792881 3.075868352954505 23.664479346502397 -3.7132030040987076 -5.3760287873825785 -1.8465800189249444 2.3198644025989301 0.19225065883199705 12.492600284923206 7.4244278116659688 5.85273618499438 1.7802797520553673 1.9219605745209589 9.2254726854960136 -2.5355833827280532 -1.5790934577132718 -0.84742795710475483 -2.2616149302451842
leaf_weight=138241 536090 37 49 35 30 35 38 32 20 61 50 323 21 122 21 31 59 165 106 1208 44 44 42 91 45 30 51 198 632 62
leaf_count=138241 536090 37 49 35 30 35 38 32 20 61 50 323 21 122 21 31 59 165 106 1208 44 44 42 91 45 30 51 198 632 62
internal_value=0 0.0206868 0.832137 7.4161 -2.4666 -13.5008 -4.04262 -7.56443 -4.96899 -0.0536327 -0.166675 -0.588138 0.777871 0.0164871 0.387335 7.34317 0.262567 0.379707 0.517029 0.900798 1.97954 1.16082 0.382443 0.631839 1.98282 4.84337 0.742617 -0.503863 -0.363848 1.27737
internal_weight=0 141923 731 244 487 84 209 111 79 98 403 373 41 141192 2951 52 2899 2840 2675 1859 609 565 1250 521 232 75 157 289 816 184
internal_count=678013 141923 731 244 487 84 209 111 79 98 403 373 41 141192 2951 52 2899 2840 2675 1859 609 565 1250 521 232 75 157 289 816 184
cat_boundaries=0 1 2 3 4 5
cat_threshold=545064 2 16392 524544 2
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=9
split_feature=5 13 12 11 11 12 12 13 13 11 13 12 11 14 12 14 13 12 11 11 12 12 12 13 12 12 12 11 13 11
split_gain=7856.07 777949 1.74492e+07 4.46404e+06 278512 1.20444e+06 1.12508e+06 595136 365786 264860 195249 191471 128432 98580.1 89460.2 86201.7 143870 164685 210346 414692 196709 119768 144293 84381.6 131597 78330.4 75281.4 65759.6 58657.4 61722.7
threshold=1.0000000180025095e-35 0 8.5000000000000018 1.0000000180025095e-35 1.5000000000000002 8.5000000000000018 7.5000000000000009 1 2 1.0000000180025095e-35 3 4.5000000000000009 1.0000000180025095e-35 4 12.500000000000002 5 6 10.500000000000002 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 8.5000000000000018 6.5000000000000009 7 12.500000000000002 3.5000000000000004 14.500000000000002 3.5000000000000004 8 3.5000000000000004
decision_type=2 9 2 2 2 2 2 9 9 2 9 2 2 1 2 1 9 2 2 2 2 2 2 9 2 2 2 2 9 2
left_child=-1 2 -2 -4 5 6 7 -3 12 11 -10 -9 13 -7 -5 28 -17 18 21 20 -20 22 -18 -19 27 -11 -26 -25 -6 -30
right_child=1 4 3 14 15 8 -8 9 10 25 -12 -13 -14 -15 -16 16 17 23 19 -21 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.00086269004640435448 84.094889831542972 1.6885028723066888 -52.240008090791257 -4.0745141523855706 0.38125971129407055 -4.3981546434862864 -22.087164233979724 -7.932537391285102 0.28103519200813026 -0.31520623524983726 4.1750891055573112 -17.365731054697282 -1.423504639940059 -12.716828944427627 3.3033871696108861 -1.2660278455601182 0.85705766631107716 1.6156706241830703 0.8533811728159586 0.18179574025173983 10.954599263230151 6.2645292929240632 -7.032437909444174 -9.6140385196759155 4.267449121321401 -6.4634763084240818 -2.2293562398070383 -2.3551122387250265 -0.2611743244547054 -1.9664462206774891
leaf_weight=673966 24 103 21 27 910 29 42 48 502 30 166 39 47 28 42 205 102 114 24 96 98 28 30 26 31 67 42 24 815 287
leaf_count=673966 24 103 21 27 910 29 42 48 502 30 166 39 47 28 42 205 102 114 24 96 98 28 30 26 31 67 42 24 815 287
internal_value=0 -0.138882 7.66103 -11.8701 -0.38347 -1.73407 -6.80059 -4.56353 0.425108 -7.73471 1.29603 -12.1612 -4.82914 -8.48452 0.416382 0.14025 1.00446 1.75336 3.07761 5.09855 8.96747 0.324085 -0.93601 -0.284753 -2.01376 -4.56195 0.529561 -6.12975 -0.211962 -0.698945
internal_weight=0 4047 114 90 3933 1101 329 287 772 184 668 87 104 57 69 2832 820 615 378 218 122 160 132 237 123 97 73 50 2012 1102
internal_count=678013 4047 114 90 3933 1101 329 287 772 184 668 87 104 57 69 2832 820 615 378 218 122 160 132 237 123 97 73 50 2012 1102
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=96 16 559237 1056784 2 2 1052672 679936 1054989
is_linear=0
shrinkage=0.1


Tree=933
num_leaves=31
num_cat=8
split_feature=11 12 13 1 12 1 14 12 12 12 12 3 13 12 0 6 12 13 12 1 13 14 1 12 14 8 14 0 6 7
split_gain=7624 45460.6 1.02001e+06 6.31993e+06 6.85315e+06 1.18333e+06 2.12435e+06 374258 282639 211329 203976 175646 102846 164144 106584 89275.3 82555.4 462742 2.36025e+06 2.27975e+07 1.77238e+06 2.85526e+06 1.69506e+06 1.41811e+07 3.69384e+07 1.61828e+06 2.62345e+07 1.48071e+06 2.51346e+06 2.56075e+06
threshold=3.5000000000000004 18.500000000000004 0 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 1 23.500000000000004 19.500000000000004 19.500000000000004 19.500000000000004 1.0000000180025095e-35 2 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 3 17.500000000000004 1.0000000180025095e-35 4 5 1.0000000180025095e-35 17.500000000000004 6 1.0000000180025095e-35 7 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 9 2 2 2 1 2 2 2 2 2 9 2 2 2 2 9 2 2 9 1 2 2 1 2 1 2 2 2
left_child=-1 16 3 10 -5 11 9 -6 -8 -7 -3 12 13 14 15 -4 -2 18 25 20 21 27 -19 -24 -25 -18 -27 28 29 -20
right_child=1 2 5 4 7 6 8 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 22 19 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0057398100764727861 0.0018070778305530463 -2.7292396861276811 -2.0553250086449442 -76.494447393002716 -17.900228408287312 29.660961956448023 8.3760836107977514 -0.3710312593550909 -3.2491895240147914 18.210961666107178 0.45588007777236234 7.645600088181034 -0.19015578382795978 -1.9010382158811703 10.215692281723022 7.16552734375 0.64554655558082308 0.10855011732893416 -44.918171762865647 82.947265748719914 6.9639667592819769 13.546191318218526 0.075312363598541945 -138.96768141526442 33.073125457763673 4.2865320777893068 -102.49314249478853 1.3378993107722357 -2.187082872892681 -1.6065097808837892
leaf_weight=522892 136685 314 21 23 29 27 29 21 75 40 559 31 1468 43 32 21 5215 9229 43 37 293 65 403 26 24 200 26 65 57 20
leaf_count=522892 136685 314 21 23 29 27 29 21 75 40 559 31 1468 43 32 21 5215 9229 43 37 293 65 403 26 24 200 26 65 57 20
internal_value=0 0.0195048 -0.384734 -3.02135 -31.3188 1.02222 8.93861 -10.538 -0.00752682 22.8251 -0.689741 0.190863 0.0450609 2.77537 5.86779 2.5551 0.0267546 0.243908 0.93141 6.99711 1.82186 -4.31081 -0.184404 -6.15685 -56.3881 0.28653 -7.99786 -10.8179 -17.4023 -31.1684
internal_weight=0 155121 2733 946 73 1787 171 50 104 67 873 1616 1585 117 74 42 152388 15703 6021 580 543 250 9682 453 50 5441 226 185 120 63
internal_count=678013 155121 2733 946 73 1787 171 50 104 67 873 1616 1585 117 74 42 152388 15703 6021 580 543 250 9682 453 50 5441 226 185 120 63
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1048596 2 12832 1839644 1048576 2 2 2
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=10
split_feature=8 13 11 12 13 12 12 14 11 12 12 11 12 12 12 14 14 13 14 12 13 12 11 12 12 12 14 11 14 11
split_gain=9144.03 107439 260817 1.13623e+06 981592 1.77511e+06 7.31249e+06 6.07731e+06 4.42213e+06 1.40125e+06 1.35711e+06 1.02763e+06 4.07496e+06 3.17015e+06 1.39563e+06 1.07426e+06 815169 459008 352097 296735 294868 793429 764616 1.30232e+07 1.80197e+06 1.24002e+06 1.69396e+06 3.25657e+06 780057 558061
threshold=1.0000000180025095e-35 0 1.5000000000000002 17.500000000000004 1 12.500000000000002 11.500000000000002 2 1.0000000180025095e-35 12.500000000000002 11.500000000000002 1.0000000180025095e-35 8.5000000000000018 10.500000000000002 2.5000000000000004 3 4 5 6 1.5000000000000002 7 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 4.5000000000000009 2.5000000000000004 8 2.5000000000000004 9 3.5000000000000004
decision_type=2 9 2 2 9 2 2 1 2 2 2 2 2 2 2 1 1 9 1 2 9 2 2 2 2 2 1 2 1 2
left_child=-1 2 3 4 5 6 11 8 -7 10 17 13 14 19 18 -14 -11 -6 -13 -2 21 29 25 -24 28 26 27 -22 -25 -4
right_child=1 -3 20 -5 9 7 -8 -9 -10 16 -12 12 15 -15 -16 -17 -18 -19 -20 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022384412641197346 13.493562146027884 -0.0421959150921715 17.83102936083856 -21.345977706000919 -6.1141486975454518 -59.782876733938849 53.352910530567172 25.088635465261099 -5.9735804523740503 4.9516984835267071 -25.56001986694336 25.817055476795545 16.01091870599323 -37.547384171258834 -2.8191203532339655 42.559137567792618 28.197306482358414 0.49849054403050364 8.911650998251778 1.7885959044233102 -5.6763276605045094 0.55087802731746105 57.336893030619017 -33.958576231736401 -0.16370581948994012 -0.29813626573460311 -2.1021006986723476 -44.36206858158112 -9.6906520313686801 -1.5334083383733577
leaf_weight=652834 24 20299 46 21 145 24 32 37 42 48 25 22 27 21 158 35 22 327 28 222 68 1705 39 26 151 1305 199 32 27 22
leaf_count=652834 24 20299 46 21 145 24 32 37 42 48 25 22 27 21 158 35 22 327 28 222 68 1705 39 26 151 1305 199 32 27 22
internal_value=0 0.0591755 0.479946 1.72009 2.11104 4.65727 6.91328 -7.3534 -25.5406 -0.971716 -2.85453 4.14593 8.49609 -0.253113 1.78885 30.9978 12.2575 -1.65191 16.35 2.93054 0.0496204 0.967885 -0.832587 4.39032 -5.73181 -1.62903 -7.43777 -18.0558 -21.5957 11.5661
internal_weight=0 25179 4880 1260 1239 672 569 103 66 567 497 537 270 267 208 62 70 472 50 246 3620 1773 1847 243 204 1604 299 100 53 68
internal_count=678013 25179 4880 1260 1239 672 569 103 66 567 497 537 270 267 208 62 70 472 50 246 3620 1773 1847 243 204 1604 299 100 53 68
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2175848 2166816 2 2 2 320 2 9032 2 2
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=7
split_feature=8 13 12 14 12 11 12 12 12 12 14 11 12 13 12 11 12 13 12 11 11 11 11 11 13 11 12 12 12 14
split_gain=7346.61 101639 473359 269135 1.09502e+06 354499 215979 169075 110584 94065.8 1.45132e+06 5.29134e+06 1.23789e+07 9.28973e+06 1.85493e+07 1.1118e+07 1.00602e+07 889132 2.54623e+06 1.16794e+07 1.95378e+06 639147 566551 493548 402359 416471 359790 314835 292094 262113
threshold=1.0000000180025095e-35 0 11.500000000000002 1 2.5000000000000004 3.5000000000000004 6.5000000000000009 14.500000000000002 8.5000000000000018 13.500000000000002 2 3.5000000000000004 14.500000000000002 3 14.500000000000002 1.5000000000000002 14.500000000000002 4 14.500000000000002 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 2.5000000000000004 5 1.5000000000000002 16.500000000000004 17.500000000000004 16.500000000000004 6
decision_type=2 9 2 1 2 2 2 2 2 2 1 2 2 9 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 1
left_child=-1 2 3 4 -2 6 -5 -4 -8 29 17 13 -13 14 15 -12 -15 18 19 23 -20 -16 -22 -11 -19 -26 -23 28 -18 -3
right_child=1 9 7 5 -6 -7 8 -9 -10 10 11 12 -14 16 21 -17 27 24 20 -21 22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.002014638926188968 -20.771189931343343 0.3472560149496251 -13.118553258733053 2.0704529558491505 0.73409757808197384 8.7536503338813798 -10.703784638891619 -3.2394849427541099 -1.0003581834876021 -2.045760978536403 -7.4106468454996746 79.747211914062504 -3.949288022240927 49.914446220397956 0.30960088729858404 -86.730081542702621 -0.56986405293820264 -0.092145939575931507 -22.721272586373722 -51.677489852905275 0.25829450521021258 20.200281864259303 8.6959954074784829 10.332821141457073 10.848910445066601 2.2108503427384778 6.7835935054681249 -9.2533736604910626 12.15221448311439 -0.34501464353280831
leaf_weight=652834 29 11238 41 117 129 60 24 30 23 94 30 30 43 65 65 43 59 1209 34 56 362 41 102 49 65 395 39 26 26 10655
leaf_count=652834 29 11238 41 117 129 60 24 30 23 94 30 30 43 65 65 43 59 1209 34 56 362 41 102 49 65 395 39 26 26 10655
internal_value=0 0.0530334 -1.41501 -0.0526256 -3.21308 2.17662 -0.22961 -8.9443 -5.9553 0.0804688 0.622712 5.71727 30.4465 1.13546 -12.451 -54.1331 17.6677 -0.38285 -3.35497 -12.9645 0.417612 7.67514 2.11313 2.19585 0.873222 3.35844 13.6596 0.376107 3.3216 0.0103381
internal_weight=0 25179 453 382 158 224 164 71 47 24726 2833 467 73 394 218 73 176 2366 697 199 498 145 464 143 1669 460 80 111 85 21893
internal_count=678013 25179 453 382 158 224 164 71 47 24726 2833 467 73 394 218 73 176 2366 697 199 498 145 464 143 1669 460 80 111 85 21893
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=6 2 2 149520 143424 1065009 2
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=7
split_feature=5 13 12 11 11 12 11 12 13 13 12 14 11 11 13 11 12 12 12 11 11 11 11 12 12 12 13 13 11 11
split_gain=6110.54 611805 9.49518e+06 2.92902e+07 4.74625e+06 274042 982946 981198 521586 150821 183348 149447 330200 645254 114103 132525 112128 111998 88389.5 77715 121840 70447.1 62248.9 56354.3 56094.4 43314 131467 85283.6 161295 65270.9
threshold=1.0000000180025095e-35 0 8.5000000000000018 2.5000000000000004 1.5000000000000002 8.5000000000000018 1.5000000000000002 7.5000000000000009 1 2 7.5000000000000009 3 2.5000000000000004 3.5000000000000004 4 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 3.5000000000000004 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 6.5000000000000009 11.500000000000002 5 6 1.0000000180025095e-35 4.5000000000000009
decision_type=2 9 2 2 2 2 2 2 9 9 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2
left_child=-1 2 3 -2 -4 6 7 8 -3 11 -11 18 24 17 15 -7 -10 -14 19 20 -8 -18 -20 -15 -13 26 -16 28 -27 -30
right_child=1 5 4 -5 -6 14 9 -9 16 10 -12 12 13 23 25 -17 21 -19 22 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00076222065958412709 135.38938107967377 1.5355059665916242 -55.546973443031312 -20.84271021574736 -0.56248821705988017 7.9005089782005129 -0.50339268445968632 -21.027900190353392 -5.5420145482433085 -0.50587303435741948 -6.2766255766153343 -0.076691198348999026 19.415434024952077 -1.9984053384690057 3.6034939788855045 0.57460621860006766 -13.550477688312533 10.219949296804575 3.289735450744629 -0.082639847220955312 -9.5360886028834759 -7.4964274258629704 -0.769531073289759 3.6763145395119987 -6.0328954605829148 -6.3845594011504083 0.12110487204318172 0.18497309411232848 -1.3030398283030962 2.4448130811963762
leaf_weight=673966 20 103 20 30 73 43 32 40 98 394 64 64 27 42 120 58 40 26 85 91 28 37 68 30 21 58 672 1334 273 56
leaf_count=673966 20 103 20 30 73 43 32 40 98 394 64 64 27 42 120 58 40 26 85 91 28 37 68 30 21 58 672 1334 273 56
internal_value=0 -0.122484 6.08173 41.6501 -12.3871 -0.364384 -1.55796 -6.38399 -4.27695 0.0209207 -1.28423 1.18579 3.26044 6.53033 0.22325 3.3608 -7.36489 14.9044 -0.208355 -1.92476 -4.71865 -10.6414 1.48562 0.366061 -1.54822 0.083443 0.695767 -0.197862 -1.48394 -0.665107
internal_weight=0 4047 143 50 93 3904 1290 318 278 972 458 514 210 125 2614 101 175 53 304 151 60 77 153 72 85 2513 792 1721 387 329
internal_count=678013 4047 143 50 93 3904 1290 318 278 972 458 514 210 125 2614 101 175 53 304 151 60 77 153 72 85 2513 792 1721 387 329
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=32800 16 153857 2 327752 26880 12549
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=11
split_feature=11 12 13 8 12 14 12 12 8 14 13 14 7 0 7 14 12 12 13 0 6 13 12 1 13 12 13 13 0 12
split_gain=6281.91 120249 687726 1.23573e+06 1.64241e+07 4.14865e+06 1.42095e+06 1.11641e+06 3.18024e+06 5.17093e+06 478263 520460 668499 509631 456166 632282 689638 1.26736e+06 2.53055e+06 1.21137e+07 1.51913e+06 603956 587649 427650 410336 405369 1.23301e+06 759426 802344 1.34476e+06
threshold=1.0000000180025095e-35 11.500000000000002 0 1.0000000180025095e-35 12.500000000000002 1 14.500000000000002 12.500000000000002 1.0000000180025095e-35 2 3 4 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5 13.500000000000002 12.500000000000002 6 1.0000000180025095e-35 1.0000000180025095e-35 7 16.500000000000004 1.0000000180025095e-35 8 9.5000000000000018 9 10 1.0000000180025095e-35 10.500000000000002
decision_type=2 2 9 2 2 1 2 2 2 1 9 1 2 2 2 1 2 2 9 2 2 9 2 2 9 2 9 9 2 2
left_child=1 25 3 14 -5 6 -6 8 10 -10 11 -4 13 -13 15 23 17 24 19 -19 -20 -16 -23 -3 -17 -1 -27 -28 -29 -30
right_child=-2 2 7 4 5 -7 -8 -9 9 -11 -12 12 -14 -15 21 16 -18 18 20 -21 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.007746677765162616 -0.0040642154223915284 0.19343837392334332 -1.9972934229990071 77.692643737792977 -46.637612137794498 23.611968643188476 -13.99234612464905 -0.054031209109841577 -35.536283591134207 5.6496864495454018 -1.6907927165959273 -0.2852391460749108 21.427486751390543 10.658175691962242 3.4675420700855875 -3.6864170171212458 0.91130185098066685 0.84656943111884897 -4.1604727597797622 70.432560984293616 13.007205108274897 -8.305388258017123 3.1339945974996537 -6.6768723908891081 3.1855591157735406 -1.5717421147614878 0.76212769556196092 1.8182925829278833 2.0554698163409566 14.078121359755356
leaf_weight=62559 574056 2506 178 28 20 25 40 20873 70 54 3829 127 23 64 105 128 1220 82 136 36 83 188 59 94 226 2043 7829 953 215 164
leaf_count=62559 574056 2506 178 28 20 25 40 20873 70 54 3829 127 23 64 105 128 1220 82 136 36 83 188 59 94 226 2043 7829 953 215 164
internal_value=0 0.0226511 -0.145451 0.927849 11.2677 -10.6135 -24.8741 -0.35746 -1.81593 -17.6005 -1.35222 1.94829 5.32117 3.38166 0.689494 0.960042 2.34098 4.86517 9.25449 20.3515 2.24355 -2.77767 -5.35606 -0.0549498 0.686628 0.0914616 0.645404 1.14032 3.34096 7.25788
internal_weight=0 103957 30194 4976 113 85 60 25218 4345 124 4221 392 214 191 4863 4511 1911 691 337 118 219 352 247 2600 354 73763 11204 9161 1332 379
internal_count=678013 103957 30194 4976 113 85 60 25218 4345 124 4221 392 214 191 4863 4511 1911 691 337 118 219 352 247 2600 354 73763 11204 9161 1332 379
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=3709024 2 2 147460 2 2 526336 524384 2080 1626148 10643
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=9
split_feature=13 10 11 12 13 12 11 12 13 14 11 12 12 11 12 13 12 12 13 12 14 12 13 11 12 12 12 12 12 14
split_gain=7454.75 36582 250211 519018 735302 2.28605e+06 4.64359e+06 591852 695425 1.26852e+06 2.68093e+06 923292 2.37115e+06 544176 538640 534360 330375 884769 381659 317773 316490 407581 306545 417498 2.26631e+06 1.03857e+07 282026 263671 411136 550121
threshold=0 1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 1 4.5000000000000009 1.5000000000000002 11.500000000000002 2 3 2.5000000000000004 8.5000000000000018 9.5000000000000018 1.5000000000000002 10.500000000000002 4 5.5000000000000009 3.5000000000000004 5 15.500000000000002 6 8.5000000000000018 7 2.5000000000000004 14.500000000000002 15.500000000000002 9.5000000000000018 13.500000000000002 12.500000000000002 8
decision_type=9 2 2 2 9 2 2 2 9 1 2 2 2 2 2 9 2 2 9 2 1 2 9 2 2 2 2 2 2 1
left_child=1 -1 3 4 5 -3 -7 8 9 10 26 -12 -13 -11 -14 -6 17 -4 -19 20 -18 -22 23 27 -25 -26 -5 28 29 -9
right_child=-2 2 16 7 15 6 -8 22 -10 13 11 12 14 -15 -16 -17 19 18 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.020230715845818856 0.0087550080147127517 -1.9988550878038596 -1.465101523457504 -3.3844073476670666 -2.536445905622982 -9.7908112567404046 50.377198291647026 -5.263668476532553 1.3264946539231968 9.4909784145355225 34.079914003259994 -5.9250100718604202 31.494516294829698 -2.2536137438075428 14.299622173967032 0.11734655461165906 -2.3342386180321681 7.9135941947986881 2.0234066455594957 2.4004163369939135 3.5512321582968305 -1.6378291012687241 -1.1357415871076331 -2.5245111541194811 66.070411936442056 -2.1618273260949672 5.1483565531278916 -2.1651352056406981 6.0378579981186817 8.8818068839408255
leaf_weight=265593 400605 102 820 79 998 23 29 107 1308 50 34 36 49 187 29 3072 1572 143 486 222 241 407 972 181 30 87 76 302 136 37
leaf_count=265593 400605 102 820 79 998 23 29 107 1308 50 34 36 49 187 29 3072 1572 143 486 222 241 407 972 181 30 87 76 302 136 37
internal_value=0 -0.0125711 0.159602 0.482076 -0.275381 6.29187 23.7644 1.3468 2.61293 5.60067 9.9909 19.6171 15.3037 0.224148 25.1015 -0.538009 -0.497115 0.699107 3.52049 -1.20691 -1.56765 0.292053 0.0834184 1.42673 4.4869 15.3336 0.799399 -0.115649 2.09487 -1.62907
internal_weight=0 277408 11815 7924 4224 154 52 3700 1848 540 303 148 114 237 78 4070 3891 1449 629 2442 2220 648 1852 880 298 117 155 582 280 144
internal_count=678013 277408 11815 7924 4224 154 52 3700 1848 540 303 148 114 237 78 4070 3891 1449 629 2442 2220 648 1852 880 298 117 155 582 280 144
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=404175 8 2688 2 270976 2176 2 131144 2
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=6
split_feature=11 13 12 12 7 14 1 13 0 6 12 12 14 12 0 7 6 4 8 12 10 12 12 12 14 14 9 12 3 2
split_gain=7709.98 43579.9 180102 585137 708074 1.41306e+06 594636 577810 845229 534251 488320 690563 478245 2.06856e+06 5.29611e+06 1.06988e+06 1.62712e+06 518386 499698 1.86711e+06 483508 491395 469166 770671 2.06118e+06 359395 339446 545613 2.47644e+06 1.12479e+06
threshold=3.5000000000000004 0 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 1 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 16.500000000000004 3 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 11.500000000000002 10.500000000000002 4 5 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 2 1 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2
left_child=-1 2 12 4 7 -6 9 8 -4 -5 11 22 18 17 15 16 -15 20 26 -20 -14 -22 23 -11 -25 -8 27 29 -29 -2
right_child=1 -3 3 6 5 -7 25 -9 -10 10 -12 -13 13 14 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0057702907365402454 0.80173769857540789 0.031663681812221865 -9.6655133228797414 1.0333476141852578 30.200023433140348 -1.2948503691574622 -18.412661447127661 4.5780928291568683 10.897021392539695 -1.6063237746381551 9.4856265258789065 -15.55578843874809 -0.62751863342400815 -16.744705044139518 -51.767563193184998 12.3148361714681 5.7039447859221823 10.409719425294458 -30.252570404052733 1.1032285436799254 -21.426021379774269 -3.5454888960894415 0.38970550805330278 -27.462850753120758 2.3135354516354014 -4.3756836022201337 -5.328285701982268 0.77626065050854409 32.963777949892247 -15.547968667052514
leaf_weight=522892 1962 147506 77 1869 28 29 24 267 27 227 35 39 1748 88 28 30 51 41 25 79 22 51 400 46 47 76 91 136 29 43
leaf_count=522892 1962 147506 77 1869 28 29 24 267 27 227 35 39 1748 88 28 30 51 41 25 79 22 51 400 46 47 76 91 136 29 43
internal_value=0 0.0196163 -0.213508 0.358834 3.79943 14.1763 -0.174128 2.20514 -3.94759 0.110154 -2.06296 -2.5955 -0.626818 -1.74112 -11.4857 -4.81176 -8.50815 -0.710148 0.343313 -6.43422 -0.960513 -8.93414 -1.89348 -4.74747 -12.4146 -7.74456 0.655061 0.905976 6.43346 0.451096
internal_weight=0 155121 7615 3191 428 57 2763 371 104 2663 794 759 4424 2059 197 169 139 1862 2365 104 1821 73 720 320 93 100 2261 2170 165 2005
internal_count=678013 155121 7615 3191 428 57 2763 371 104 2663 794 759 4424 2059 197 169 139 1862 2365 104 1821 73 720 320 93 100 2261 2170 165 2005
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=266500 2 262148 2 2 2
is_linear=0
shrinkage=0.1


Tree=940
num_leaves=31
num_cat=11
split_feature=8 13 12 11 12 11 14 14 12 12 14 13 11 13 11 13 11 11 13 11 14 12 12 11 12 12 14 14 11 12
split_gain=7809.35 102480 380016 622182 1.41612e+06 1.40445e+06 2.7831e+06 591623 6.07913e+06 580520 689541 2.91525e+06 7.38772e+06 2.44222e+06 9.81474e+06 770550 456260 431106 397147 3.32533e+06 1.39542e+07 4.06688e+07 2.25052e+06 4.30708e+06 830106 823190 2.93569e+06 686715 964673 243035
threshold=1.0000000180025095e-35 0 11.500000000000002 2.5000000000000004 12.500000000000002 3.5000000000000004 1 2 14.500000000000002 9.5000000000000018 3 4 1.5000000000000002 5 1.5000000000000002 6 2.5000000000000004 2.5000000000000004 7 1.0000000180025095e-35 8 14.500000000000002 12.500000000000002 1.5000000000000002 12.500000000000002 14.500000000000002 9 10 1.0000000180025095e-35 11.500000000000002
decision_type=2 9 2 2 2 2 1 1 2 2 1 9 2 9 2 9 2 2 9 2 1 2 2 2 2 2 1 1 2 2
left_child=-1 29 9 18 5 6 -5 -6 -9 -3 13 12 -12 14 -11 17 -14 -15 19 20 21 -4 23 -21 27 26 -24 28 -20 -2
right_child=1 2 3 4 7 -7 -8 8 -10 10 11 -13 16 15 -16 -17 -18 -19 24 22 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020668200754429332 0.079177638003081544 0.34055106198905932 160.57284762064617 29.087544501455206 -0.0072144290360693754 -1.1573151074923003 -6.8832577641805024 -15.404712646435469 45.667921212741305 -76.357112187924585 53.009303393628869 -2.8125060413360599 -9.0097788788551512 12.622902834004371 -4.4702943084436821 -2.8602827218011466 7.2209981194857891 -0.047915593624114988 -20.211611215691818 -41.780584001541143 -20.625406020028251 -31.906199131841245 0.88634138833908804 3.396131953071146 0.88643770833386393 -1.6505631337965156 36.356778548558559 0.54243165399426618 -3.8197905528176692 -0.96583430587137176
leaf_weight=652834 11796 7158 21 76 416 52 30 39 28 23 36 490 43 58 109 464 29 50 57 36 42 23 105 51 797 173 30 107 97 2743
leaf_count=652834 11796 7158 21 76 416 52 30 39 28 23 36 490 43 58 109 464 29 50 57 36 42 23 105 51 797 173 30 107 97 2743
internal_value=0 0.0546884 0.290357 1.46793 4.08564 12.3036 18.9071 1.39734 10.1182 -0.0127402 -1.95503 0.541924 14.6638 -4.07602 -15.7991 -1.07567 -2.47238 6.18417 0.377643 2.72758 20.6037 59.9588 -1.09538 -15.2977 -0.709785 2.9163 8.76866 -5.61127 -9.88689 -0.117898
internal_weight=0 25179 10640 2180 641 158 106 483 67 8460 1302 598 108 704 132 572 72 108 1539 481 86 44 395 87 1058 308 135 261 154 14539
internal_count=678013 25179 10640 2180 641 158 106 483 67 8460 1302 598 108 704 132 572 72 108 1539 481 86 44 395 87 1058 308 135 261 154 14539
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1755271 2 2 2 4352 4096 2097768 274528 2 2 2
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=15
split_feature=0 12 12 11 13 13 11 14 11 13 13 14 13 11 11 13 11 13 11 11 13 11 13 14 13 11 11 14 11 13
split_gain=7153.85 76877.1 165506 288590 751173 572005 3.46503e+06 8.08084e+06 1.84441e+06 497912 376238 360123 1.00867e+06 891326 954386 488163 359573 1.05599e+06 2.58117e+06 465383 303567 302155 263411 230395 198520 799205 492726 166494 155844 155582
threshold=1.0000000180025095e-35 13.500000000000002 12.500000000000002 3.5000000000000004 0 1 1.0000000180025095e-35 2 2.5000000000000004 3 4 5 6 1.5000000000000002 1.0000000180025095e-35 7 2.5000000000000004 8 1.0000000180025095e-35 1.5000000000000002 9 1.5000000000000002 10 11 12 2.5000000000000004 2.5000000000000004 13 4.5000000000000009 14
decision_type=2 2 2 2 9 9 2 1 2 9 9 1 9 2 2 9 2 9 2 2 9 2 9 1 9 2 2 1 2 9
left_child=-1 2 -2 5 -5 6 7 -4 20 28 23 12 13 14 -7 16 17 18 -13 -20 -8 -19 -14 -10 25 -15 -26 -12 -6 -3
right_child=1 29 3 4 9 11 8 -9 10 -11 27 15 22 24 -16 -17 -18 21 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0058010383210696055 -0.013179559002041877 3.478464533918995 -3.00047465801239 -3.0153996799848022 -0.74899778591913391 2.2158220627728631 -0.77951605530966706 54.599375803877678 5.627328919892264 5.5958109168445365 4.0712258378278863 -9.8282428350204079 -0.22271233802566881 0.76507076047501477 -4.6731721734347413 -3.8888158597052098 -2.6266847968650855 0.55045386543009289 4.7116531070910002 14.215389986038208 -5.3560405381835334 -2.3457199607070511 -3.2740613463890917 10.883817216040384 5.4415732988973309 18.38988983154297 0.88899677878931949 -2.3924327732966497 3.4391972991655457 -0.1591102624122181
leaf_weight=515277 117784 108 60 770 549 646 555 41 202 194 103 78 858 53 292 374 434 973 76 160 192 572 417 142 635 50 380 65 106 35867
leaf_count=515277 117784 108 60 770 549 646 555 41 202 194 103 78 858 53 292 374 434 973 76 160 192 572 417 142 635 50 380 65 106 35867
internal_value=0 -0.0182496 0.0183658 0.432262 -0.776474 0.698223 2.54179 20.3816 1.13082 1.27462 5.75401 0.275512 0.969312 2.33307 0.0712738 -0.589989 -0.0348225 0.570083 5.75909 11.1549 -2.03795 -0.518431 -1.2384 7.5769 4.25158 8.49596 3.7007 1.48218 -0.0701427 -0.147267
internal_weight=0 162736 126761 8977 1619 7358 1360 101 1259 849 512 5998 3331 2056 938 2667 2293 1859 314 236 747 1545 1275 344 1118 103 1015 168 655 35975
internal_count=678013 162736 126761 8977 1619 7358 1360 101 1259 849 512 5998 3331 2056 938 2667 2293 1859 314 236 747 1545 1275 344 1118 103 1015 168 655 35975
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1624208 1574912 2 131073 1572864 2 49584 225364 139264 1050624 135172 2 32896 2 2097154
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=7
split_feature=11 12 13 1 12 1 14 12 12 12 12 3 12 13 0 12 6 0 12 14 13 6 14 12 11 12 9 12 13 1
split_gain=7456.35 39235.5 811246 5.08264e+06 5.58011e+06 977657 1.72964e+06 310395 228993 170378 164947 143035 84395.9 157794 248428 423984 188322 138625 134176 164005 94011 145019 140728 80728.8 77818 150124 70748.5 69167.9 414768 1.776e+06
threshold=3.5000000000000004 18.500000000000004 0 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 1 23.500000000000004 19.500000000000004 19.500000000000004 19.500000000000004 1.0000000180025095e-35 21.500000000000004 2 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 3 4 1.0000000180025095e-35 5 19.500000000000004 4.5000000000000009 20.500000000000004 1.0000000180025095e-35 13.500000000000002 6 1.0000000180025095e-35
decision_type=2 2 9 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 1 9 2 1 2 2 2 2 2 9 2
left_child=-1 27 3 10 -5 11 9 -6 -8 -7 -3 12 13 14 16 23 -4 24 19 -18 -14 22 -22 -16 25 -15 -12 -2 -29 -30
right_child=1 2 5 4 7 6 8 -9 -10 -11 26 -13 20 17 15 -17 18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0056974344523093275 0.0031679149654509214 -2.4506253597842664 -2.0149709613082258 -68.848667642344594 -16.037377298289332 26.76209507694951 7.5678095587368679 -0.073683030264718202 -2.8961904829343159 16.481181398630142 0.16016409931270253 6.8699303473195732 0.54304803735067864 0.56042793499361176 3.9281302402759426 13.939792211432206 10.655617978837755 -2.6891437294369656 -0.50159031363094553 -0.46437565939767023 -2.0905865530118102 1.6736016267054792 -7.9929724454879763 -0.43173897586651705 -1.9055083631129748 7.9323859393596656 5.4073539875171805 0.60357887344626082 -0.053423945166664745 -8.1321720973955216
leaf_weight=522892 136685 314 188 23 29 27 29 21 75 40 532 31 228 202 116 38 36 210 51 21 181 74 52 67 89 32 27 10169 5247 287
leaf_count=522892 136685 314 188 23 29 27 29 21 75 40 532 31 228 202 116 38 36 210 51 21 181 74 52 67 89 32 27 10169 5247 287
internal_value=0 0.0192681 -0.356275 -2.70757 -28.0843 0.898576 8.09401 -9.33263 0.0216557 20.6242 -0.616599 0.142738 0.0111653 0.532034 1.75693 4.32782 -0.103194 -0.676368 3.22472 6.55878 -1.0111 -2.11415 -3.40786 2.33189 0.611308 1.56856 0.413606 0.0260033 0.224771 -0.471546
internal_weight=0 155121 2733 946 73 1787 171 50 104 67 873 1616 1585 1050 517 221 296 533 108 57 535 307 233 183 323 234 559 152388 15703 5534
internal_count=678013 155121 2733 946 73 1787 171 50 104 67 873 1616 1585 1050 517 221 296 533 108 57 535 307 233 183 323 234 559 152388 15703 5534
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1048596 2 145952 2 53249 2 1987100
is_linear=0
shrinkage=0.1


Tree=943
num_leaves=31
num_cat=7
split_feature=12 1 13 12 14 11 14 14 11 12 11 12 13 12 12 13 12 12 12 11 12 11 12 11 13 9 11 9 8 3
split_gain=8934.37 72173.8 291801 3.33963e+06 1.08428e+06 212159 737373 231477 433220 178574 60081 48952.9 41996.4 48708.7 37682.1 41652.8 90718.2 100022 88579.2 47586.3 42582.8 53368.9 36784.6 51720.5 31501.5 187067 274508 75405.7 64446.1 60057.3
threshold=19.500000000000004 1.0000000180025095e-35 0 20.500000000000004 1 3.5000000000000004 2 3 2.5000000000000004 21.500000000000004 3.5000000000000004 21.500000000000004 4 22.500000000000004 25.500000000000004 5 21.500000000000004 22.500000000000004 21.500000000000004 2.5000000000000004 20.500000000000004 1.5000000000000002 27.500000000000004 1.0000000180025095e-35 6 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 9 2 1 2 1 1 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=-1 24 3 -3 -5 7 -7 8 11 -6 -11 -4 13 -9 15 18 19 -18 20 -17 21 -14 -16 -24 25 28 -27 -26 29 -2
right_child=1 2 5 4 9 6 -8 12 -10 10 -12 -13 14 -15 22 16 17 -19 -20 -21 -22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=-0.0015056702518062841 -0.5103246042030678 34.567729162400774 -3.8434387450522567 -21.919073390960694 10.035229238219884 14.301639895005659 -1.5532421217384664 0.043715929133551462 -17.832384594281518 -0.87207260138609188 4.5992571904109081 1.096403784581593 -2.9477928161621096 4.4096680560010553 3.8634616087644531 -5.4873145647121202 4.2007830190658568 -2.1011665828087751 -1.4263229529062906 -0.62736483668458876 5.663971502130682 3.8156921931675507 2.7957624402539487 -3.2862125961868851 0.16426830154656236 0.63308296171101663 10.800973445347378 -1.0565483425676492 -5.4990980077672891 -6.0225906121730803
leaf_weight=666326 1685 31 47 22 23 44 88 56 21 88 26 35 20 47 39 66 40 68 114 29 33 28 29 27 8250 110 35 539 27 20
leaf_count=666326 1685 31 47 22 23 44 88 56 21 88 26 35 20 47 39 66 40 68 114 29 33 28 29 27 8250 110 35 539 27 20
internal_value=0 0.0866918 0.889896 4.31514 -1.31177 0.0541683 3.73172 -0.63953 -5.01697 1.99743 0.375775 -1.73497 0.116974 1.85577 -0.278303 -0.711082 -1.66763 0.232889 0.352165 -4.00375 2.8987 0.997573 1.50552 -0.136618 0.00980524 -0.36097 3.0874 0.0892981 -0.651746 -0.574985
internal_weight=0 11687 1021 190 159 831 132 699 103 137 114 82 596 103 493 398 203 108 195 95 81 48 95 56 10666 1877 145 8789 1732 1705
internal_count=678013 11687 1021 190 159 831 132 699 103 137 114 82 596 103 493 398 203 108 195 95 81 48 95 56 10666 1877 145 8789 1732 1705
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1122304 2 2 2 540800 48 45123
is_linear=0
shrinkage=0.1


Tree=944
num_leaves=31
num_cat=7
split_feature=12 1 13 12 14 11 14 14 11 12 11 13 12 12 11 12 12 12 12 13 3 14 12 11 11 12 12 11 11 10
split_gain=7236.84 58460.8 236359 2.7051e+06 878267 171849 597272 187496 350908 144645 48665.6 47491.5 68530.6 59361.5 100030 63340.3 39651.8 31881.9 43920.3 25916.7 77245.4 64614.3 78592.5 59627 57812.5 224402 29420.8 24690.6 20724.1 20685
threshold=19.500000000000004 1.0000000180025095e-35 0 20.500000000000004 1 3.5000000000000004 2 3 2.5000000000000004 21.500000000000004 3.5000000000000004 4 20.500000000000004 22.500000000000004 1.5000000000000002 20.500000000000004 21.500000000000004 22.500000000000004 29.500000000000004 5 1.0000000180025095e-35 6 21.500000000000004 2.5000000000000004 3.5000000000000004 21.500000000000004 21.500000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 9 2 1 2 1 1 2 2 2 9 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2
left_child=-1 19 3 -3 -5 7 -7 8 16 -6 -11 13 28 15 -15 -9 -4 27 -19 23 29 22 -22 26 -25 -26 -2 -14 -13 -21
right_child=1 2 5 4 9 6 -8 11 -10 10 -12 12 17 14 -16 -17 -18 18 -20 20 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0013550858897439526 1.7485712130864461 31.110956290460408 -3.4590948530968202 -19.727166314558552 9.0317065352978911 12.871475980498573 -1.3979178937998684 4.0943320659490734 -16.049146842956542 -0.78486524725502194 4.1393315828763519 -5.2682678827872644 1.8801455930754543 -1.5063614559173584 7.230857904333817 -1.8954982324080036 0.98676337872232711 -1.1742554303138488 2.6416845851474342 -0.016728304161784665 0.748938304479005 -6.8662759410010441 -5.5744197545380434 -0.91904416233301167 -2.3657556439439458 7.8464537385182513 5.4720052505843348 -1.8256134691692534 -1.9126253544338168 0.8154586233682446
leaf_weight=666326 63 31 47 22 23 44 88 26 21 88 26 26 125 20 38 55 35 186 36 9876 61 27 29 183 48 39 32 21 63 308
leaf_count=666326 63 31 47 22 23 44 88 26 21 88 26 26 125 20 38 55 35 186 36 9876 61 27 29 183 48 39 32 21 63 308
internal_value=0 0.0780226 0.800907 3.88363 -1.18059 0.0487515 3.35855 -0.575577 -4.51527 1.79769 0.338197 0.105276 -0.39422 1.65668 4.21802 0.0271633 -1.56147 0.199374 -0.555454 0.00882474 -0.0208913 -2.57575 -1.28859 0.825425 0.0898902 2.21213 3.00278 1.34713 -2.89293 0.00843996
internal_weight=0 11687 1021 190 159 831 132 699 103 137 114 596 457 139 58 81 82 368 222 10666 10301 117 90 365 270 87 95 146 89 10184
internal_count=678013 11687 1021 190 159 831 132 699 103 137 114 596 457 139 58 81 82 368 222 10666 10301 117 90 365 270 87 95 146 89 10184
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1122304 2 2 2 655520 900 2
is_linear=0
shrinkage=0.1


Tree=945
num_leaves=31
num_cat=9
split_feature=13 6 11 12 13 12 13 12 11 14 13 12 12 11 11 13 12 14 12 14 11 13 11 12 12 12 12 11 12 12
split_gain=6726.74 33143.7 95072 452541 479165 686160 400995 397480 485514 1.1033e+06 351538 343464 775952 942770 969777 4.30968e+06 6.70095e+06 1.35553e+07 520338 401607 1.22607e+06 744179 1.01779e+06 986342 1.38847e+06 675551 474877 316241 1.49555e+06 1.66258e+06
threshold=0 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1 1.0000000180025095e-35 2 14.500000000000002 3.5000000000000004 3 4 12.500000000000002 14.500000000000002 1.0000000180025095e-35 1.5000000000000002 5 13.500000000000002 6 5.5000000000000009 7 1.5000000000000002 8 1.0000000180025095e-35 19.500000000000004 16.500000000000004 15.500000000000002 15.500000000000002 3.5000000000000004 14.500000000000002 13.500000000000002
decision_type=9 2 2 2 9 2 9 2 2 1 9 2 2 2 2 9 2 1 2 1 2 9 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -4 9 -9 11 18 13 -13 15 16 17 -15 -5 20 21 22 25 24 26 -14 -24 28 29 -8
right_child=-2 2 6 10 -6 -7 27 8 -10 -11 -12 12 19 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.029411570615773892 0.0083003967786975993 -1.7531647160473991 -1.0321922624437778 -1.1169719133628619 -0.060629380355534168 2.714866030270946 0.85480776104960765 8.3222161984389977 -2.186792596844537 -3.423499159812927 -0.79168199988300358 1.8204936676587753 9.4973487940701578 -79.408765783975298 -2.0055872889837332 3.0134478251139325 -0.23960019066220239 0.95649134938309843 0.83061106142210672 -1.0904871251910626 -1.3259172307921485 -2.1741670508717381 11.048154835473923 30.827196212485433 -1.8679076020146761 -1.3520621438459917 23.688050062760066 0.027751219372121112 -2.207023614888207 6.3224071966254893
leaf_weight=221048 400605 425 4015 1744 3178 1797 8949 222 191 125 8480 407 88 43 907 176 84 41 6428 899 649 119 84 24 71 165 46 14915 1495 593
leaf_count=221048 400605 425 4015 1744 3178 1797 8949 222 191 125 8480 407 88 43 907 176 84 41 6428 899 649 119 84 24 71 165 46 14915 1495 593
internal_value=0 -0.0119576 0.056496 -0.0845803 0.729673 1.85194 0.176067 -0.688655 1.8623 4.09105 -0.299538 0.0495889 -0.735431 -2.36014 -3.72027 -8.24124 -19.0758 -40.1829 0.414974 0.520404 1.68268 4.95333 6.63443 11.6663 9.37848 2.42165 15.5207 0.327913 0.733837 1.1946
internal_weight=0 277408 56360 25855 5400 2222 30505 4553 538 347 20455 11975 3803 1658 1251 344 168 84 8172 2145 1246 597 478 225 201 253 130 25952 11037 9542
internal_count=678013 277408 56360 25855 5400 2222 30505 4553 538 347 20455 11975 3803 1658 1251 344 168 84 8172 2145 1246 597 478 225 201 253 130 25952 11037 9542
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=404175 270537 262276 2 401540 131072 2 2 139264
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=7
split_feature=11 12 13 1 12 1 14 12 12 12 8 3 12 12 12 13 14 0 6 9 0 12 13 1 14 12 12 8 14 1
split_gain=6799.27 49353.8 673266 4.57799e+06 4.95835e+06 688886 1.13747e+06 230968 215569 174064 160282 118070 107083 79928.5 75011.1 168921 202735 112517 258214 70157.8 68886.3 56846 338066 3.19081e+06 5.01276e+07 5.95862e+07 1.17868e+07 2.22964e+06 1.90656e+07 1.6663e+06
threshold=3.5000000000000004 18.500000000000004 0 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 1 19.500000000000004 23.500000000000004 19.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 25.500000000000004 19.500000000000004 2 3 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 4 1.0000000180025095e-35 5 15.500000000000002 16.500000000000004 1.0000000180025095e-35 6 1.0000000180025095e-35
decision_type=2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 9 2 1 2 2 2 1 2
left_child=-1 21 3 10 -5 11 7 -7 -6 -8 12 14 -3 19 15 16 17 18 -4 -14 -17 -2 23 27 25 -25 -26 -23 -29 -24
right_child=1 2 5 4 8 6 9 -9 -10 -11 -12 -13 13 -15 -16 20 -18 -19 -20 -21 -22 22 29 24 26 -27 -28 28 -30 -31
leaf_value=-0.0054436642678583145 0.0052486648914059552 -2.2814921955464302 -1.5098432241766542 -65.054360033118215 -14.539543914794923 24.088693774188009 6.8138652669972393 12.118504099845886 -1.2359335581461588 -2.3092183262507122 8.0709633100600477 6.2184811930502617 0.31717608028425359 -2.5120626245484208 -0.50271764020559451 0.79752588317725082 -4.1248653214553306 7.9015082775706977 10.6198940717257 5.6686659849607031 -2.0449674526850385 0.832016374684171 0.15779364367958507 6.4765579269212843 -1.0030245684660399 212.27478726704919 -65.466962022047781 1.3075873143637358 -88.190275799786605 -5.8203570156740998
leaf_weight=522892 136685 303 54 23 29 27 29 40 21 75 21 31 424 99 1052 209 29 71 26 26 144 4763 10022 34 104 24 39 201 27 489
leaf_count=522892 136685 303 54 23 29 27 29 40 21 75 21 31 424 99 1052 209 29 71 26 26 144 4763 10022 34 104 24 39 201 27 489
internal_value=0 0.0183965 -0.402796 -2.54443 -26.6281 0.741034 6.78097 16.9423 -8.95203 0.234718 -0.559711 0.106493 -0.772439 0.0604258 -0.0130471 0.953432 3.34722 5.00393 2.43232 0.626373 -0.352045 0.0259503 0.206146 0.865408 13.2203 91.6344 -18.5841 0.369582 -9.29084 -0.120212
internal_weight=0 155121 2733 946 73 1787 171 67 50 104 873 1616 852 549 1585 533 180 151 80 450 353 152388 15703 5192 201 58 143 4991 228 10511
internal_count=678013 155121 2733 946 73 1787 171 67 50 104 873 1616 852 549 1585 533 180 151 80 450 353 152388 15703 5192 201 58 143 4991 228 10511
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1048596 2 135200 2 1835540 2 2
is_linear=0
shrinkage=0.1


Tree=947
num_leaves=31
num_cat=10
split_feature=8 13 12 11 12 14 11 12 14 13 11 13 11 14 12 11 12 14 12 11 14 12 14 12 12 11 14 11 11 12
split_gain=8562.98 82127.7 311621 661466 1.21342e+06 1.16793e+06 2.24636e+06 608472 709602 2.36123e+06 5.98411e+06 1.78985e+06 7.94989e+06 542331 5.1667e+06 432906 2.531e+06 1.68113e+07 1.26477e+06 900378 849384 494543 415011 377735 1.17624e+06 2.3733e+06 1.98081e+06 1.07929e+06 369543 355467
threshold=1.0000000180025095e-35 0 11.500000000000002 2.5000000000000004 12.500000000000002 1 3.5000000000000004 9.5000000000000018 2 3 1.5000000000000002 4 1.5000000000000002 5 14.500000000000002 1.0000000180025095e-35 12.500000000000002 6 12.500000000000002 1.5000000000000002 7 16.500000000000004 8 2.5000000000000004 1.5000000000000002 2.5000000000000004 9 3.5000000000000004 2.5000000000000004 14.500000000000002
decision_type=2 9 2 2 2 1 2 2 1 9 2 9 2 1 2 2 2 1 2 2 1 2 1 2 2 2 1 2 2 2
left_child=-1 -2 7 15 5 6 -5 23 11 10 -10 12 -9 -6 -15 16 17 -4 19 22 -18 -22 -17 24 -3 -26 -27 -28 -12 -20
right_child=1 2 3 4 13 -7 -8 8 9 -11 28 -13 -14 14 -16 18 20 -19 29 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0021974729612160813 -0.092442342910198885 1.0933301408833012 50.665917653886105 27.063114379882816 0.16615793994024172 -3.3651806756069789 -2.2814757847785949 -68.721412725033971 47.70836777157254 -2.6270797407880746 -8.1088105756182998 -1.5189164493581375 -4.023472266240951 -13.638734956276721 42.664414399010795 -22.616142755330998 -5.1411472264644322 -24.998106887123804 3.3344573810365468 -2.9418780329823497 1.9467151773386988 17.904822614669801 -8.1704047615463669 0.81583700774909973 0.28299010724356743 -20.630741582705284 3.6423605044682823 -15.691008030284536 6.4983487490949958 -0.90046345483418766
leaf_weight=652834 14928 1175 63 75 398 38 40 23 36 460 43 546 109 39 28 43 226 55 360 160 87 25 37 5008 452 127 84 44 29 441
leaf_count=652834 14928 1175 63 75 398 38 40 23 36 460 43 546 109 39 28 43 226 55 360 160 87 25 37 5008 452 127 84 44 29 441
internal_value=0 0.0572332 0.27502 1.35667 4.1091 11.834 16.8563 -0.00582418 -2.03942 0.567864 13.1972 -4.2237 -14.2194 1.56736 9.89094 0.220403 2.78979 15.3988 -0.905091 -7.27291 -1.61217 5.50879 -15.935 0.361936 -0.845896 -4.0688 -11.7826 -3.00348 -2.22537 1.00287
internal_weight=0 25179 10251 2115 618 153 115 8136 1246 568 108 678 132 465 67 1497 456 118 1041 240 338 112 80 6890 1882 707 255 128 72 801
internal_count=678013 25179 10251 2115 618 153 115 8136 1246 568 108 678 132 465 67 1497 456 118 1041 240 338 112 80 6890 1882 707 255 128 72 801
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1755303 2 2 4352 4096 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=948
num_leaves=31
num_cat=7
split_feature=12 1 13 12 14 11 14 14 11 12 11 13 12 12 13 12 11 12 12 12 12 11 11 11 12 11 13 9 11 9
split_gain=7840.29 62884 252404 2.51975e+06 706366 143581 363150 151845 284186 126203 51475.5 38180.1 46044.3 76924.5 39660.4 179834 82820.3 72766.3 52088.5 44728.4 46037.3 43922.8 118547 42565.9 85845.9 34292.3 24357.2 182326 204796 68735.2
threshold=19.500000000000004 1.0000000180025095e-35 0 20.500000000000004 1 3.5000000000000004 2 3 2.5000000000000004 21.500000000000004 3.5000000000000004 4 22.500000000000004 23.500000000000004 5 20.500000000000004 1.5000000000000002 21.500000000000004 25.500000000000004 21.500000000000004 23.500000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 29.500000000000004 1.0000000180025095e-35 6 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35
decision_type=2 2 9 2 1 2 1 1 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2
left_child=-1 26 3 -3 -5 7 -7 8 25 -6 -11 12 -9 -14 17 -16 -17 21 -19 -18 -21 22 -13 24 -20 -4 27 -2 -29 -28
right_child=1 2 5 4 9 6 -8 11 -10 10 -12 14 13 -15 15 16 19 18 23 20 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0014217490721715256 -0.62935889470518092 30.308711734894786 -3.8961052131472216 -17.489744394475764 8.5711398394211482 10.496785869381645 -0.62981580597433184 -0.020827779315766834 -14.441962850661506 -0.70430192134597092 4.3600587698129507 0.18985564766860591 8.864616582393646 0.95885084569454193 -7.5396005535737061 -3.1371057266884663 -1.9841125053167343 -1.7871695224274982 -3.9253876421186664 6.0929177463054662 0.64017584959665941 -1.0296864624023436 8.1761318711673514 5.0676348147184953 4.489813509854403 0.27402957617020118 0.14753069728867707 0.89907669761393338 9.7754426138741639 -1.0085022215425534
leaf_weight=666326 1612 31 33 22 23 44 88 63 21 88 26 41 20 32 39 47 20 141 27 32 30 25 34 23 22 49 8370 101 35 548
leaf_count=666326 1612 31 33 22 23 44 88 63 21 88 26 41 20 32 39 47 20 141 27 32 30 25 34 23 22 49 8370 101 35 548
internal_value=0 0.0811992 0.830932 4.01657 -0.856951 0.0535868 3.07905 -0.516979 -4.06238 1.81401 0.450728 0.0957331 1.65331 3.99953 -0.304697 -1.49996 0.209709 0.363423 -0.669694 2.128 3.45449 2.6003 3.8103 1.51869 -0.147134 -1.4042 0.00943122 -0.330819 3.18344 0.0764082
internal_weight=0 11687 1021 190 159 831 132 699 103 137 114 596 115 52 481 168 129 313 213 82 62 100 75 72 49 82 10666 1748 136 8918
internal_count=678013 11687 1021 190 159 831 132 699 103 137 114 596 115 52 481 168 129 313 213 82 62 100 75 72 49 82 10666 1748 136 8918
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1122304 2 2 2 540832 131089 45059
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=10
split_feature=12 13 11 6 12 12 13 14 14 11 11 12 1 13 11 14 1 14 12 13 12 11 13 11 4 11 11 11 0 13
split_gain=7028.04 94927.1 224979 463928 688977 1.30237e+06 1.13479e+06 1.17021e+07 5.99051e+06 3.68526e+06 567709 396029 403310 390879 379449 334123 319374 1.10226e+06 847414 481786 588645 985236 364887 1.16604e+06 479384 638647 1.63842e+06 593929 611691 406282
threshold=4.5000000000000009 0 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1 2 3 4.5000000000000009 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 4 4.5000000000000009 5 1.0000000180025095e-35 6 2.5000000000000004 7 2.5000000000000004 2.5000000000000004 8 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 9
decision_type=2 9 2 2 2 2 9 1 1 2 2 2 2 9 2 1 2 1 2 9 2 2 9 2 2 2 2 2 2 9
left_child=1 -1 11 -4 14 6 8 -8 9 -6 -10 12 -3 -7 -5 -14 22 18 -18 20 -19 -22 24 -24 27 26 -26 -13 -29 -25
right_child=-2 2 3 4 5 13 7 -9 10 -11 -12 16 15 -15 -16 -17 17 19 -20 -21 21 -23 23 29 25 -27 -28 28 -30 -31
leaf_value=0.055142177339992063 -0.0085867354590414679 0.039638552172210732 0.015346512489603621 -3.8547972438085147 19.887116130264353 -2.2421865258410327 -19.131680425008138 35.567713411649066 -9.1909594732867799 -1.7883444793953385 1.5340146464686242 -0.51559440482722407 -2.379033107393318 1.1901917974873031 2.6338643805185953 5.3626271888794683 -24.346878340437609 -4.5044402029456165 -5.2233157830853614 -3.9311754265930428 2.024580998787513 21.612168610095978 -0.07053676211390289 -3.1976382247785993 -2.9670658702435704 -3.6645888069644572 18.124331721776649 1.4193493368861076 -1.6997760542421518 -1.3221080736643702
leaf_weight=181760 396113 28332 36972 362 223 409 66 96 242 121 62 10468 72 1593 120 247 37 82 62 233 130 32 9861 1632 69 64 79 3595 762 4117
leaf_count=181760 396113 28332 36972 362 223 409 66 96 242 121 62 10468 72 1593 120 247 37 82 62 233 130 32 9861 1632 69 64 79 3595 762 4117
internal_value=0 0.0120708 -0.0661051 0.116663 1.25385 1.85261 5.23598 12.5105 3.17528 12.2629 -7.00363 -0.18903 0.0794499 0.483717 -2.23936 3.61529 -0.435394 -2.76829 -12.3705 -0.775377 2.30481 5.89373 -0.391548 -0.729989 -0.0396989 4.68189 8.29118 -0.107245 0.873842 -1.86239
internal_weight=0 281900 100140 40266 3294 2812 810 162 648 344 304 59874 28651 2002 482 319 31223 576 99 477 244 162 30647 15610 15037 212 148 14825 4357 5749
internal_count=678013 281900 100140 40266 3294 2812 810 162 648 344 304 59874 28651 2002 482 319 31223 576 99 477 244 162 30647 15610 15037 212 148 14825 4357 5749
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1970680 34817 2 2 57348 2 2 67587 2140672 81920
is_linear=0
shrinkage=0.1


Tree=950
num_leaves=31
num_cat=5
split_feature=13 14 12 12 13 8 11 12 12 11 11 12 12 4 11 11 13 12 13 4 12 8 12 11 6 0 11 7 11 11
split_gain=7306.05 114936 239131 607661 665241 618014 1.75683e+07 1.48212e+07 2.263e+06 8.79888e+06 1.32346e+06 2.77325e+06 583570 1.10562e+06 1.51595e+06 1.01238e+06 654953 573382 1.32252e+06 1.02445e+06 1.72355e+06 877369 700848 2.50176e+06 3.51668e+07 1.13167e+06 7.57759e+06 1.57935e+06 3.63585e+06 957140
threshold=0 1 6.5000000000000009 13.500000000000002 2 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 10.500000000000002 1.5000000000000002 1.5000000000000002 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 3 4.5000000000000009 4 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002
decision_type=9 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 4 5 12 7 -7 10 -10 11 -8 13 15 -15 16 -4 -2 19 21 -21 22 -19 24 -24 27 -27 29 -29 -25
right_child=1 -3 3 -5 -6 6 8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-0.010642831361817959 0.09697448311774827 -0.045371745224506904 -0.26358416305555332 -0.13782452341736079 0.57816743972383788 -0.15225401132003122 -0.16497299759476275 108.18656132902419 -66.588895078500116 -2.9977404860723684 0.27069039250747789 36.630997171546475 -0.079647200234424897 2.1892000215394156 -29.231799409669989 -0.42829498345556766 -9.2692632530407959 -0.43225876343410169 -1.0269941849810686 -22.951809437985119 3.2376680029763119 6.6795134767298237 -8.3725247741925841 -10.324671858448093 133.85251493908112 38.590336545308432 0.7771150874671432 24.537448697341119 -6.3947926395817811 -0.7467466541717902
leaf_weight=330928 52514 179833 133 38263 42851 23 54 28 24 233 431 33 12668 28 34 1648 232 2013 13857 47 54 277 101 118 21 60 454 76 76 901
leaf_count=330928 52514 179833 133 38263 42851 23 54 28 24 233 431 33 12668 28 34 1648 232 2013 13857 47 54 277 101 118 21 60 454 76 76 901
internal_value=0 0.010124 0.0697947 0.171951 0.374842 -0.185027 2.47663 59.3279 -1.26455 -8.93621 2.54166 13.7921 -0.334277 -1.8888 -15.0417 -1.4837 -6.24892 -0.070164 -0.556296 0.997483 -8.94951 1.24513 0.851069 2.2807 16.1088 1.27949 5.19111 -0.437479 9.07133 -1.85587
internal_weight=0 347085 167252 96683 58420 15569 826 51 775 257 518 87 14743 2075 62 2013 365 70569 18055 4198 101 4097 3820 1807 122 1685 514 1171 152 1019
internal_count=678013 347085 167252 96683 58420 15569 826 51 775 257 518 87 14743 2075 62 2013 365 70569 18055 4198 101 4097 3820 1807 122 1685 514 1171 152 1019
cat_boundaries=0 1 2 3 4 5
cat_threshold=3549773 2 37026 162 37120
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=6
split_feature=12 1 13 12 11 12 11 14 14 11 11 12 13 12 12 12 12 12 12 11 13 9 11 11 12 11 14 12 11 12
split_gain=7843.26 50417.7 206349 1.83006e+06 667464 135842 119013 294201 119598 230372 73346.2 32437.7 31328.7 117114 150016 43958.4 43101.4 60303 44935.1 81523.7 21546 224782 217277 104677 213045 829120 95634.5 81950.4 80059 134408
threshold=19.500000000000004 1.0000000180025095e-35 0 20.500000000000004 3.5000000000000004 22.500000000000004 3.5000000000000004 1 2 2.5000000000000004 2.5000000000000004 21.500000000000004 3 24.500000000000004 22.500000000000004 20.500000000000004 23.500000000000004 26.500000000000004 22.500000000000004 1.5000000000000002 4 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 20.500000000000004 1.0000000180025095e-35 5 20.500000000000004 1.5000000000000002 22.500000000000004
decision_type=2 2 9 2 2 2 2 1 1 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2
left_child=-1 20 3 -3 5 -5 8 -8 9 11 -7 -4 13 14 -10 -14 18 -18 -17 -20 21 23 28 24 25 26 -2 -25 -23 -30
right_child=1 2 6 4 -6 10 7 -9 12 -11 -12 -13 15 -15 -16 16 17 -19 19 -21 -22 22 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-0.0014499800288418846 -5.5167672726843096 24.862224444221049 -2.9687302609707449 7.8099547787716519 -12.437830992002745 2.3701118800951089 9.4510536280545328 -0.56372737359594216 2.5850594379862804 -12.990998713175456 -4.0478920658429471 1.0524054551976068 -2.2784538754852868 7.0773604590317305 -6.151215717710298 0.13152566862683143 -2.7965548812018501 1.2373322263596551 -1.3264623522758485 6.0457231616973885 0.0681533352166344 -3.4103093342139168 10.932167553901673 -2.9117981287778596 -0.88924723155650442 17.216169116076301 2.2755564178739274 -0.71692541372286134 8.9048977209174112 -2.0281971151178535
leaf_weight=666326 36 34 47 38 37 69 44 88 61 21 24 35 93 29 29 155 90 63 24 40 9444 26 32 255 255 34 28 511 23 22
leaf_count=666326 36 34 47 38 37 69 44 88 61 21 24 35 93 29 29 155 90 63 24 40 9444 26 32 255 255 34 28 511 23 22
internal_value=0 0.0811866 0.752504 3.52963 -0.577578 2.77226 0.0241546 2.77453 -0.503951 -3.6457 0.713853 -1.25239 0.0501591 1.4306 -0.229963 -0.32685 0.152264 -1.13554 1.05196 3.28115 0.0169249 -0.376461 4.09081 -0.791022 0.633721 4.59655 -2.10763 -1.44759 1.00738 3.55983
internal_weight=0 11687 1021 202 168 131 819 132 687 103 93 82 584 119 90 465 372 153 219 64 10666 1222 103 1119 353 98 64 766 71 45
internal_count=678013 11687 1021 202 168 131 819 132 687 103 93 82 584 119 90 465 372 153 219 64 10666 1222 103 1119 353 98 64 766 71 45
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=1122336 2 2 147584 40963 2
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=9
split_feature=13 12 0 12 13 11 14 11 11 14 11 13 3 14 12 11 12 3 12 13 12 10 12 11 12 11 14 6 13 8
split_gain=7246.24 48433.4 344569 1.02409e+06 1.44964e+06 3.04583e+06 5.42993e+06 5.99468e+06 1.34096e+06 881222 1.74273e+06 216571 1.04174e+06 3.49461e+06 4.25595e+06 3.16605e+06 571215 274973 942693 447851 714457 212682 331602 188978 178824 1.81391e+06 8.043e+06 6.22614e+06 2.6424e+06 2.70043e+06
threshold=0 11.500000000000002 1.0000000180025095e-35 12.500000000000002 1 2.5000000000000004 2 3.5000000000000004 1.5000000000000002 3 1.0000000180025095e-35 4 1.0000000180025095e-35 5 12.500000000000002 2.5000000000000004 14.500000000000002 1.0000000180025095e-35 18.500000000000004 6 13.500000000000002 1.0000000180025095e-35 12.500000000000002 2.5000000000000004 12.500000000000002 1.0000000180025095e-35 7 1.0000000180025095e-35 8 1.0000000180025095e-35
decision_type=9 2 2 2 9 2 1 2 2 1 2 9 2 1 2 2 2 2 2 9 2 2 2 2 2 2 1 2 9 2
left_child=1 -1 11 4 5 8 7 -7 9 10 -4 12 -3 16 -15 -16 -14 21 19 20 -19 24 -23 -22 25 26 27 -13 -27 -30
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 -12 17 13 14 15 -17 -18 18 -20 -21 23 22 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0086912449407997305 -0.0059831232066753738 -0.31253383460203538 -4.310488106863839 0.14443288570981069 -0.19453458501635015 35.179492922594953 -3.1086094690748483 -3.654077277864729 -1.5281046921746775 1.7557163370066675 22.601446879993787 49.464326881016461 11.287519621079968 -46.882734783275708 0.70949519036830155 -43.414646654129029 -0.90621981603084234 10.617245290992416 17.554487953314911 -1.2327113610121512 -1.4611113916820204 -4.8702713185306052 -0.37919597653352954 5.4430907682939011 -0.085486523005477072 3.3845139884938611 -6.2289277623208719 7.1283517137358459 -1.9151583570557591 -19.927679102072556
leaf_weight=135628 508871 5567 35 9453 929 137 121 56 456 116 77 62 62 37 87 20 101 107 37 362 142 221 642 55 11834 1168 178 79 1284 89
leaf_count=135628 508871 5567 35 9453 929 137 121 56 456 116 77 62 62 37 87 20 101 107 37 362 142 221 642 55 11834 1168 178 79 1284 89
internal_value=0 0.0179079 0.125558 0.572739 2.67382 5.29277 13.4994 23.9117 1.60277 7.86451 14.1915 -0.104357 -0.624202 -6.29619 -17.6474 -7.53801 3.73189 0.0837722 2.01833 1.15521 3.91063 -0.00359399 -1.52929 0.466458 0.0860121 0.795633 7.90338 25.7442 -0.0966821 -3.06047
internal_weight=0 169142 33514 11380 1927 998 314 193 684 228 112 22134 5874 307 144 107 163 16260 703 666 304 15557 863 197 14694 2860 319 141 2541 1373
internal_count=678013 169142 33514 11380 1927 998 314 193 684 228 112 22134 5874 307 144 107 163 16260 703 666 304 15557 863 197 14694 2860 319 141 2541 1373
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=643232 528384 2 2 524320 2 102400 2 82048
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=11
split_feature=0 12 13 13 12 13 12 11 13 14 13 12 13 11 14 12 14 13 12 11 11 12 12 12 11 12 11 11 12 13
split_gain=7760.03 78314.1 481085 324386 587740 279766 262277 564248 2.47514e+06 1.02603e+06 749903 492437 895096 604351 881997 1.62934e+06 489559 778452 1.72892e+06 4.86313e+06 4.84771e+06 574574 473013 427528 396092 322906 323363 626812 820329 2.46593e+06
threshold=1.0000000180025095e-35 4.5000000000000009 0 1 8.5000000000000018 2 9.5000000000000018 1.0000000180025095e-35 3 4 5 11.500000000000002 6 3.5000000000000004 7 10.500000000000002 8 9 13.500000000000002 2.5000000000000004 3.5000000000000004 27.500000000000004 12.500000000000002 12.500000000000002 1.0000000180025095e-35 23.500000000000004 3.5000000000000004 2.5000000000000004 14.500000000000002 10
decision_type=2 2 9 9 2 9 2 2 9 1 9 2 9 2 1 2 1 9 2 2 2 2 2 2 2 2 2 2 2 9
left_child=-1 2 5 4 -3 -2 7 8 -6 -10 -9 12 24 -14 -15 -16 17 18 19 -13 23 22 -18 -21 -8 26 27 -24 -29 -30
right_child=1 3 -4 -5 6 -7 11 10 9 -11 -12 16 13 14 15 -17 21 -19 -20 20 -22 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=0.0059944579484349537 -5.428747819852429 -0.83252232421076799 0.26030980337659376 0.059602186066747609 -4.3100896027251965 -0.53600150955061154 -3.4163362081000148 -2.2762868477454696 31.273906336890327 10.395778139899759 1.3161943279762767 -2.5908037144480356 -2.4847869913381708 -2.0618854815794947 8.8281173048348265 -2.6634803372570595 2.3705136844374675 -0.63303180232180378 -0.19605535718785549 33.251989639861677 1.5525370340647662 12.657646909574183 -0.023115903803535839 22.392537697749354 0.8645279064282051 -7.5378405075806842 -1.0769517387487548 0.27819496652354364 13.730038628211389 -0.31289143180535511
leaf_weight=515277 109 13348 34135 78884 121 7648 235 756 36 68 2402 301 3121 737 261 234 1436 9502 1651 79 127 41 2467 67 2693 52 1143 575 211 296
leaf_count=515277 109 13348 34135 78884 121 7648 235 756 36 68 2402 301 3121 737 261 234 1436 9502 1651 79 127 41 2467 67 2693 52 1143 575 211 296
internal_value=0 -0.0190544 0.0987673 -0.0598987 -0.284505 -0.611655 -0.028944 0.797865 5.63623 16.077 0.453143 -0.139812 -0.833458 -1.74049 0.130905 3.39573 0.141581 -0.238811 1.4411 6.17517 15.8402 0.858644 0.780366 28.2685 0.519174 0.299031 0.385885 0.85701 2.86373 5.79604
internal_weight=0 162736 41892 120844 41960 7757 28612 3383 225 104 3158 25229 7281 4353 1232 495 17948 11727 2225 574 273 6221 6180 146 2928 4744 4692 3549 1082 507
internal_count=678013 162736 41892 120844 41960 7757 28612 3383 225 104 3158 25229 7281 4353 1232 495 17948 11727 2225 574 273 6221 6180 146 2928 4744 4692 3549 1082 507
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=2165067 2015276 2097152 1736704 2 311336 1327136 2 2 557064 131072
is_linear=0
shrinkage=0.1


Tree=954
num_leaves=31
num_cat=9
split_feature=12 13 1 14 6 9 11 12 8 14 1 13 14 12 14 11 12 11 12 13 11 12 12 11 11 13 3 11 13 12
split_gain=6941.17 33074.1 63064.3 42177.8 38139.5 21969.8 16468 14127.4 80050.2 92765.7 51430.3 205780 1.96888e+06 334947 189497 466178 476933 246428 271468 63989.4 64334.1 55528.2 55985.9 47670.8 66178.5 42100.5 66735.5 58961.5 148861 195986
threshold=28.500000000000004 0 1.0000000180025095e-35 1 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 19.500000000000004 1.0000000180025095e-35 2 1.0000000180025095e-35 3 4 20.500000000000004 5 3.5000000000000004 20.500000000000004 3.5000000000000004 21.500000000000004 6 2.5000000000000004 22.500000000000004 20.500000000000004 2.5000000000000004 1.5000000000000002 7 1.0000000180025095e-35 1.0000000180025095e-35 8 21.500000000000004
decision_type=2 9 2 1 2 2 2 2 2 1 2 9 1 2 1 2 2 2 2 9 2 2 2 2 2 9 2 2 9 2
left_child=7 5 3 -3 6 -2 -5 -1 10 -10 25 12 -12 -14 17 19 -17 18 -13 21 -21 22 -16 24 -15 26 -9 28 -27 -30
right_child=1 2 -4 4 -6 -7 -8 8 9 -11 11 14 13 23 15 16 -18 -19 -20 20 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0012881981306987868 0.010897719761041898 -0.16674616264153835 -5.6097395013879847 -6.2963180541992188 0.30342454828065019 2.6283198963512078 -2.7850531998802635 -0.3168482785648945 -0.93177479307421229 -7.6324631302445027 27.344474032719933 -4.4024698765654318 -10.764493421997344 -0.33415203223357332 4.0579132494719135 18.425918226975664 3.1577770562842491 -9.753665235565931 7.3497778297960767 -0.414988179949971 -3.4945163166385962 4.4480198892680081 -1.8850919760909737 -2.4235531895380955 5.4660956186020657 -1.4943316289240185 -6.1296160373091695 0.0058486569414055332 1.9656114291355984 -0.18544378110230508
leaf_weight=666326 1136 365 27 22 29 33 34 1587 88 27 30 57 28 37 23 26 96 41 30 308 87 44 51 23 42 273 20 5413 937 773
leaf_count=666326 1136 365 27 22 29 33 34 1587 88 27 30 57 28 37 23 26 96 41 30 308 87 44 51 23 42 273 20 5413 937 773
internal_value=0 -0.205117 -0.89679 -0.633942 -2.64014 0.0840665 -4.16448 0.000485931 0.118218 -2.50498 0.14861 0.859521 4.00235 -1.07642 0.146104 0.855569 6.41164 -3.36209 -0.349971 -0.465758 -1.06627 1.50707 -0.0379417 1.58305 2.74952 0.0757261 -0.386785 0.176505 0.643235 0.987459
internal_weight=0 1646 477 450 85 1169 56 676367 10041 115 9926 923 160 130 763 635 122 128 87 513 395 118 74 102 79 9003 1607 7396 1983 1710
internal_count=678013 1646 477 450 85 1169 56 676367 10041 115 9926 923 160 130 763 635 122 128 87 513 395 118 74 102 79 9003 1607 7396 1983 1710
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1618001 2 2 77824 2 2 655488 45123 722976
is_linear=0
shrinkage=0.1


Tree=955
num_leaves=31
num_cat=8
split_feature=13 5 11 12 12 12 13 14 12 14 12 12 12 11 12 2 3 12 12 12 14 14 13 12 11 11 11 13 12 12
split_gain=6601.95 71515.9 1.73542e+06 2.45489e+07 697846 164065 257444 392507 125476 101344 84459.3 68974.5 65607 62341.7 49501.2 240878 98961.9 787703 614213 3.49636e+06 4.82864e+07 1.46472e+06 3.94318e+06 9.91926e+06 1.61805e+06 952880 389317 312962 1.03032e+06 306856
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 12.500000000000002 11.500000000000002 1 2 4.5000000000000009 3 7.5000000000000009 3.5000000000000004 16.500000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 18.500000000000004 11.500000000000002 10.500000000000002 4 5 6 12.500000000000002 2.5000000000000004 2.5000000000000004 2.5000000000000004 7 13.500000000000002 9.5000000000000018
decision_type=9 2 2 2 2 2 9 1 2 1 2 2 2 2 2 2 2 2 2 2 1 1 9 2 2 2 2 9 2 2
left_child=1 14 3 -3 9 6 11 10 -9 -5 -8 -4 -7 -13 15 -1 -16 18 19 29 26 27 24 -24 -23 -25 -21 28 -20 -18
right_child=-2 2 5 4 -6 12 7 8 -10 -11 -12 13 -14 -15 16 -17 17 -19 21 20 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.2575365266480078 -0.0040015228475649691 112.27270973205566 3.8665799703353496 -24.887603223891489 -1.3651371479034424 1.3468226817073814 1.659803554197637 -16.050730138354833 -7.1250650197267538 -15.279164480126424 -6.13882094564892 -3.3348794528416228 -3.0591991941134138 3.1773643584478473 -0.029527199979172698 3.6423553804433126 0.13132525852412683 19.564274513153805 25.468515621532095 -26.620649944652214 139.49212306785586 -1.9291389989852907 -86.969142241477982 -2.3442887684655567 24.57257606983185 -22.233453779954178 -12.252076570915454 -0.70595805380603438 1.3004853574077737 2.2443698603159299
leaf_weight=9722 582845 20 39 21 38 173 41 36 28 23 21 49 42 21 58677 161 24608 21 22 44 25 130 20 63 28 39 33 227 89 707
leaf_count=9722 582845 20 39 21 38 173 41 36 28 23 21 49 42 21 58677 161 24608 21 22 44 25 130 20 63 28 39 33 227 89 707
internal_value=0 0.0244047 1.15934 12.9365 -11.2919 -1.51015 -3.33651 -6.16317 -12.1458 -19.865 -0.981666 0.454724 0.486111 -1.38121 0.0177859 -0.194005 0.0424886 0.204665 0.189049 0.264787 18.7419 -2.92588 -8.27476 -20.865 2.60264 -9.94897 -20.4627 1.50514 5.58719 0.190339
internal_weight=0 95168 552 102 82 450 235 126 64 44 62 109 215 70 94616 9883 84733 26056 26035 25417 102 618 280 122 158 102 77 338 111 25315
internal_count=678013 95168 552 102 82 450 235 126 64 44 62 109 215 70 94616 9883 84733 26056 26035 25417 102 618 280 122 158 102 77 338 111 25315
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=573472 557056 2 2 2 2 557056 32800
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=9
split_feature=5 13 12 12 11 12 11 13 12 12 13 12 14 14 11 11 12 12 11 14 14 11 12 13 11 13 12 11 11 12
split_gain=7158.61 544874 1.66975e+07 919203 918892 279041 1.1737e+06 1.11716e+06 338423 289166 146112 128220 110038 109503 135758 215866 103534 238568 97930.8 148963 99334.9 94416.3 94140.2 85884.4 99178.1 70608.2 191394 110765 76061.9 66073.7
threshold=1.0000000180025095e-35 0 8.5000000000000018 11.500000000000002 1.5000000000000002 8.5000000000000018 1.5000000000000002 1 6.5000000000000009 6.5000000000000009 2 4.5000000000000009 3 4 2.5000000000000004 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5 6 1.0000000180025095e-35 6.5000000000000009 7 1.0000000180025095e-35 8 3.5000000000000004 4.5000000000000009 2.5000000000000004 3.5000000000000004
decision_type=2 9 2 2 2 2 2 9 2 2 9 2 1 1 2 2 2 2 2 1 1 2 2 9 2 9 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -3 18 11 12 -8 25 22 16 17 -16 20 -20 -9 -5 -15 24 -7 -12 27 28 -27 -17
right_child=1 5 3 21 -6 23 10 9 -10 -11 13 -13 -14 14 15 29 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00078252409686075611 83.442908732096356 2.0937958578109739 -32.270919316465204 -4.948534322778384 -3.0263265348616102 6.8547513473865598 4.6800014480467764 -8.9890236821667902 -8.7937847163226159 -19.444979803612895 1.046179845490149 -5.6990173735116656 -3.301912642747928 1.1843162871979096 1.6764425277709962 -2.1661558628082278 2.6065583720351713 14.348235687231407 -13.346872945932242 -3.5237101906224306 -17.196644821961723 0.48332600267603998 -5.0504578388098516 0.079856193255051861 0.51721543546380666 -2.5656942367553714 1.0899044309343611 0.068208239799322085 -8.5221684563834721 2.9555715837568606
leaf_weight=673966 24 125 22 48 21 43 31 29 37 47 231 76 39 91 24 48 33 39 26 38 30 96 33 2419 58 36 154 43 53 53
leaf_count=673966 24 125 22 48 21 43 31 29 37 47 231 76 39 91 24 48 33 39 26 38 30 96 33 2419 58 36 154 43 53 53
internal_value=0 -0.132615 4.69677 -5.15852 -17.9887 -0.409433 -1.59073 -6.73211 -0.370032 -12.0634 0.143961 -2.67192 0.232935 0.658582 2.11716 3.74874 7.14409 9.52089 -10.2236 -7.51437 -13.1624 -1.32729 -0.474938 0.205843 2.9257 -0.234299 -1.26102 -4.0993 -6.11281 0.521483
internal_weight=0 4047 211 187 43 3836 1316 332 162 170 984 146 70 838 321 197 96 63 123 64 59 144 124 2520 101 517 286 132 89 101
internal_count=678013 4047 211 187 43 3836 1316 332 162 170 984 146 70 838 321 197 96 63 123 64 59 144 124 2520 101 517 286 132 89 101
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=8224 1052688 80 2 2 2 2 327752 1101824
is_linear=0
shrinkage=0.1


Tree=957
num_leaves=31
num_cat=7
split_feature=11 12 13 1 12 1 14 12 12 12 8 13 7 0 12 14 12 12 12 12 9 3 14 12 13 1 12 1 12 14
split_gain=6704.12 49970.1 547801 3.96568e+06 4.65825e+06 472454 868864 232867 157996 156306 132737 89305.3 86270.6 115866 328300 329465 111872 119806 85546 66128.8 59017.5 56702.9 54334.1 54069.5 313264 1.21048e+06 1.45826e+07 621469 1.27316e+07 1.59035e+08
threshold=3.5000000000000004 18.500000000000004 0 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 1 19.500000000000004 23.500000000000004 19.500000000000004 1.0000000180025095e-35 2 1.0000000180025095e-35 1.0000000180025095e-35 21.500000000000004 3 20.500000000000004 28.500000000000004 19.500000000000004 25.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4 13.500000000000002 5 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 17.500000000000004 6
decision_type=2 2 9 2 2 2 1 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 1 2 9 2 2 2 2 1
left_child=-1 23 3 10 -5 11 7 -7 -6 -8 18 12 13 14 15 -4 -15 -18 -3 20 22 -13 -20 -2 27 -26 -27 -25 -29 -30
right_child=1 2 5 4 8 6 9 -9 -10 -11 -12 21 -14 16 -16 -17 17 -19 19 -21 -22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=-0.0054266985628516132 0.005657140946410703 -2.0320030326103615 -2.9448910067666252 -61.997395125679354 -12.402858431585905 21.685189423737704 6.1417441927153495 9.665870062410832 -1.0135039647420248 -2.5034580427010855 7.3645109085809626 -0.14301028952488914 -2.8801766207723909 3.125616002473675 13.423534656036646 11.612587150905959 -8.3086091121037793 1.7913240339445033 0.97063699863277952 -2.2786989843190617 5.2006480510418234 -5.5069707155227663 -1.5969952602471624 0.37250681475076475 -0.058405174211921443 1.6725674597043838 -67.212337766374858 -2.4615951513632752 225.44014845628004 -124.32357274569
leaf_weight=522892 136685 303 53 23 29 27 29 40 21 75 21 1348 33 61 32 22 24 23 312 99 26 20 112 9766 5247 252 35 351 26 26
leaf_count=522892 136685 303 53 23 29 27 29 40 21 75 21 1348 33 61 32 22 24 23 312 99 26 20 112 9766 5247 252 35 351 26 26
internal_value=0 0.018246 -0.405568 -2.33718 -24.7521 0.626561 5.62857 14.5095 -7.61933 -0.0927767 -0.489623 0.101141 1.8076 2.6112 4.94347 1.3253 0.300522 -3.36609 -0.683211 0.0612039 0.575982 -0.219824 0.292395 0.0258469 0.201587 -0.403571 -6.72803 0.53079 4.37968 50.5583
internal_weight=0 155121 2733 946 73 1787 171 67 50 104 873 1616 248 215 107 75 108 47 852 549 450 1368 424 152388 15703 5534 287 10169 403 52
internal_count=678013 155121 2733 946 73 1787 171 67 50 104 873 1616 248 215 107 75 108 47 852 549 450 1368 424 152388 15703 5534 287 10169 403 52
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1048596 2 45984 2 2 1987100 2
is_linear=0
shrinkage=0.1


Tree=958
num_leaves=31
num_cat=8
split_feature=12 13 12 12 14 10 1 4 11 10 11 11 4 13 7 11 11 14 14 11 7 11 14 6 13 6 11 11 11 14
split_gain=6470.06 120877 1.16419e+06 996114 935428 847155 758785 757463 795939 732124 1.12974e+06 787996 617871 526429 1.53168e+06 4.61305e+06 1.00936e+07 6.61323e+06 1.837e+06 1.51028e+06 600472 781056 2.18543e+06 2.16292e+07 2.61451e+06 1.25696e+06 889349 664998 646480 1.13976e+06
threshold=5.5000000000000009 0 6.5000000000000009 6.5000000000000009 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 2 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 3 4 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5 1.0000000180025095e-35 6 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 2.5000000000000004 7
decision_type=2 9 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 1 1 2 2 2 1 2 9 2 2 2 2 1
left_child=-1 2 4 5 9 6 12 -6 -9 -2 -11 -12 13 14 -3 18 17 -17 19 -16 21 22 23 -15 25 -24 28 -28 -23 -30
right_child=1 3 -4 -5 7 -7 -8 8 -10 10 11 -13 -14 20 15 16 -18 -19 -20 -21 -22 26 24 -25 -26 -27 27 -29 29 -31
leaf_value=0.010303498818984199 -1.7996585277010011 0.20927559589260755 0.01796253780042326 -0.029884662347802123 -0.28995584615217479 -2.0653239840330535 -3.2137804166798376 13.317915225323336 1.6174052997700219 12.118263279578903 -1.9562717047693294 6.090847985979952 -2.5554603329194445 -1.2295888915542486 3.1665448266106684 45.392018408822544 -3.3022033380336517 11.224367055966873 1.38361970111416 -21.038086911369774 -0.99714523936357835 1.7833660737715942 -1.6279324585283306 97.195420441804117 8.5795793434795069 -21.979794009226676 4.7916035898497187 0.87195103117645534 1.5534618121375172 -5.4076226767441984
leaf_weight=320637 8377 7204 185266 136393 10134 970 419 81 206 88 489 162 448 129 37 101 233 129 239 85 642 2244 71 27 186 53 1355 636 573 399
leaf_count=320637 8377 7204 185266 136393 10134 970 419 81 206 88 489 162 448 129 37 101 233 129 239 85 642 2244 71 27 186 53 1355 636 573 399
internal_value=0 -0.00926257 -0.0594584 0.0581168 -0.793659 0.799981 0.982713 -0.146481 4.91964 -1.53348 1.48377 0.0462373 1.10159 1.21582 0.675585 4.7606 11.3674 26.2284 -3.71299 -13.6973 1.89852 2.22956 6.15181 15.8055 1.29382 -9.55606 1.87854 3.53952 0.850238 -1.30402
internal_weight=0 357376 204803 152573 19537 16180 15210 10421 287 9116 739 651 14791 14343 8028 824 463 230 361 122 6315 5673 466 156 310 124 5207 1991 3216 972
internal_count=678013 357376 204803 152573 19537 16180 15210 10421 287 9116 739 651 14791 14343 8028 824 463 230 361 122 6315 5673 466 156 310 124 5207 1991 3216 972
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1844186 2 2246688 2 2 2 4097 2
is_linear=0
shrinkage=0.1


Tree=959
num_leaves=31
num_cat=6
split_feature=13 5 11 12 14 12 12 11 14 12 2 11 14 12 12 12 11 12 12 12 12 12 12 12 11 12 12 14 12 14
split_gain=6453.76 111139 2.173e+06 1.13747e+07 231276 251376 176810 200832 867456 107154 54065.2 2.21057e+06 4.06302e+06 6.84362e+06 5.4247e+07 7.8955e+06 7.53814e+06 1.08916e+06 1.85558e+06 891454 2.45609e+06 1.46183e+06 1.28447e+06 358671 320970 843955 1.09707e+06 2.17525e+06 1.0084e+06 1.16878e+06
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1 13.500000000000002 11.500000000000002 2.5000000000000004 2 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 3 7.5000000000000009 9.5000000000000018 3.5000000000000004 3.5000000000000004 13.500000000000002 15.500000000000002 7.5000000000000009 8.5000000000000018 5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 12.500000000000002 4 7.5000000000000009 5
decision_type=9 2 2 2 1 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1
left_child=1 10 3 -3 5 -5 7 9 -9 -4 -1 23 13 15 -15 16 -13 -16 -19 21 -21 22 -14 -12 -25 28 27 -27 -26 -30
right_child=-2 2 6 4 -6 -7 -8 8 -10 -11 11 12 19 14 17 -17 -18 18 -20 20 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0056194496170052502 -0.003514495006946252 79.912197912307022 1.8344089914176422 -16.330323375355114 3.7855664166537197 -1.2133213671770964 0.48512371954370725 -0.19676889291516059 -21.886526278087075 -4.4578593292236333 4.3162309350194157 -13.492446587655856 3.2071802484421505 169.58952437691067 -5.1705350445583464 -36.569373950552432 45.47614688408084 30.697695066712118 0.59911858417369712 -32.620159334124942 -0.47639120466568896 15.593546627185965 -15.334417964672221 -0.19292027343115403 -3.287247300583434 39.567595367431643 -2.6401845023372119 -7.0720199298858653 -26.373681153642373 -7.0600461850775051
leaf_weight=75934 599986 21 59 22 22 22 183 54 28 50 74 46 105 23 64 47 41 33 54 33 85 54 58 293 308 20 133 20 47 94
leaf_count=75934 599986 21 59 22 22 22 183 54 28 50 74 46 105 23 64 47 41 33 54 33 85 54 58 293 308 20 133 20 47 94
internal_value=0 0.0270563 1.57515 15.8101 -4.58603 -8.77182 -1.73619 -3.86446 -7.60303 -1.05195 0.017859 0.587343 5.15176 13.442 26.5231 -3.54396 14.2974 4.73154 12.0158 -2.4703 -9.46575 1.33368 -3.39044 -2.38022 -2.92179 -4.20725 1.72698 16.2478 -6.49372 -13.4979
internal_weight=0 78027 461 87 66 44 374 191 82 109 77566 1632 643 308 174 134 87 151 87 335 118 217 163 989 915 622 173 40 449 141
internal_count=678013 78027 461 87 66 44 374 191 82 109 77566 1632 643 308 174 134 87 151 87 335 118 217 163 989 915 622 173 40 449 141
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=540704 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=960
num_leaves=31
num_cat=6
split_feature=5 12 13 14 13 12 12 11 12 11 11 12 12 11 13 11 12 14 12 11 11 11 13 12 11 12 12 11 12 12
split_gain=7995.88 295328 1.91262e+06 1.54348e+07 1.29128e+06 821133 695769 1.26016e+06 366537 731969 181103 214484 199288 131729 71448.9 189651 156129 178784 153865 206950 62439.4 48967.7 38910.1 286786 402868 1.06357e+06 226128 124437 89159.8 38112.5
threshold=1.0000000180025095e-35 7.5000000000000009 0 1 2 6.5000000000000009 8.5000000000000018 1.0000000180025095e-35 12.500000000000002 2.5000000000000004 1.5000000000000002 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3 1.0000000180025095e-35 14.500000000000002 4 9.5000000000000018 2.5000000000000004 2.5000000000000004 2.5000000000000004 5 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1.5000000000000002 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35
decision_type=2 2 9 1 9 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2
left_child=-1 4 3 8 13 10 7 -4 9 -3 11 -6 20 -2 -8 16 17 -16 19 -17 -12 -10 29 -24 25 -25 -26 -28 -27 -15
right_child=1 2 6 -5 5 -7 14 -9 21 -11 12 -13 -14 22 15 18 -18 -19 -20 -21 -22 -23 23 24 26 28 27 -29 -30 -31
leaf_value=0.00084514078951452166 -2.8193171287536622 -18.831761132517169 -25.148266239166261 85.231936168670657 -3.2746717929840088 -25.074653031275826 -0.22146450540680879 -2.2528961780642676 4.7412911243927791 4.1662135009765633 -4.7632392009099327 -14.375504110170448 -0.71122445936326861 2.0502199866554953 9.6309489988511618 11.923125095367432 0.34078068695534236 1.8719752470652264 -0.25408642954630539 -0.94388522911071782 -11.557218299373504 -0.99970244963963839 -7.4439439619741137 26.547830797278365 -8.1095925238824673 -3.150280637326448 4.1239904979864752 -2.3322049973057766 4.2642987381328235 -0.22528302738401626
leaf_weight=673966 125 31 30 24 28 26 1622 121 39 25 24 46 77 88 62 25 87 57 694 25 31 24 31 23 31 23 72 51 55 450
leaf_count=673966 125 31 30 24 28 26 1622 121 39 25 24 46 77 88 62 25 87 57 694 25 31 24 31 23 31 23 72 51 55 450
internal_value=0 -0.140138 0.408231 11.2866 -1.4709 -7.98455 -0.203756 -6.80165 -2.67825 -8.56481 -6.21514 -10.1752 -3.99512 0.203475 0.182809 0.866265 3.56053 5.91447 0.131915 5.48962 -8.59257 2.55425 0.664499 1.58279 2.74223 7.6503 -0.476705 1.44703 2.07795 0.144237
internal_weight=0 4047 2866 143 1181 232 2723 151 119 56 206 74 132 949 2572 950 206 119 744 50 55 63 824 286 255 101 154 123 78 538
internal_count=678013 4047 2866 143 1181 232 2723 151 119 56 206 74 132 949 2572 950 206 119 744 50 55 63 824 286 255 101 154 123 78 538
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=352 2 1200273 1576981 2 1179664
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=8
split_feature=5 12 12 11 13 12 13 11 12 13 11 12 11 11 13 14 12 14 12 14 12 12 12 12 13 12 11 11 12 12
split_gain=6482.25 239194 1.7392e+06 1.0871e+07 1.04594e+06 665118 638978 2.66678e+06 1.98219e+06 419360 338552 200237 106701 105583 149075 211189 232616 94856.8 90208.2 71548.6 45970.9 43207.5 50445.2 78521.3 31862.1 211228 372025 1.06782e+06 205638 147142
threshold=1.0000000180025095e-35 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 0 6.5000000000000009 1 2.5000000000000004 12.500000000000002 2 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3 4 14.500000000000002 5 2.5000000000000004 6 10.500000000000002 19.500000000000004 14.500000000000002 13.500000000000002 7 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 5.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 9 2 9 2 2 9 2 2 2 2 9 1 2 1 2 1 2 2 2 2 9 2 2 2 2 2
left_child=-1 4 3 -3 12 9 7 8 -4 10 -6 19 -2 14 21 16 -16 -12 -19 -11 -9 22 23 -8 25 -14 27 28 -27 -28
right_child=1 2 6 -5 5 -7 13 20 -10 11 17 -13 24 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.0007606129375015262 -2.5373855300903321 63.664369047841717 -50.066237964630126 -2.3363169373944404 -11.707587205796015 -22.567188079540546 -0.44392294180478981 -3.1306231816609702 -9.6866400626397908 -10.924268828905547 -1.1141294324720228 -4.658252718574122 -6.3687448183695476 -0.05465315616212222 9.1004662469375965 -0.57487317517746328 1.424955402284044 1.4112961509011008 10.690727691650391 -17.483057880401613 0.54547135253858303 4.0882126020348597 -2.3197520846905917 5.0503406703472145 0.15207567764920804 -2.9522533427344428 -6.8751343536376952 25.139198371887208 8.8447456078095872 1.0032292661413684
leaf_weight=673966 125 31 20 128 21 26 139 42 31 39 37 38 30 1904 86 86 73 22 20 29 179 23 92 32 559 45 30 25 22 113
leaf_count=673966 125 31 20 128 21 26 139 42 31 39 37 38 30 1904 86 86 73 22 20 29 179 23 92 32 559 45 30 25 22 113
internal_value=0 -0.126179 0.367331 10.5317 -1.32381 -7.18609 -0.229692 -4.73566 -25.5218 -5.59363 -0.38381 -9.56956 0.183128 0.291894 1.54 3.28323 5.57649 2.57773 5.83007 -13.7214 -0.153153 -0.0658199 -0.431603 0.584243 0.598049 1.47731 2.5418 7.50231 0.921388 -0.649574
internal_weight=0 4047 2866 159 1181 232 2707 272 51 206 100 106 949 2435 531 245 159 79 42 68 221 286 263 171 824 265 235 92 67 143
internal_count=678013 4047 2866 159 1181 232 2707 272 51 206 100 106 949 2435 531 245 159 79 42 68 221 286 263 171 824 265 235 92 67 143
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1200273 33 591880 2064 2 2 2 20481
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=7
split_feature=12 13 12 11 3 2 14 14 11 1 13 7 13 11 0 11 6 11 9 11 7 4 12 14 11 11 14 12 11 12
split_gain=6150.38 103154 1.15324e+06 385538 1.56963e+06 971002 788863 434273 744984 2.67634e+06 512503 635852 430713 715222 1.10092e+06 406416 1.13493e+06 1.8432e+06 404540 607589 339580 300161 2.20808e+06 3.20514e+06 9.77492e+06 1.17123e+07 2.10445e+06 4.22064e+06 2.68728e+07 1.39554e+06
threshold=5.5000000000000009 0 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1 2 1.5000000000000002 1.0000000180025095e-35 3 1.0000000180025095e-35 4 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 5 2.5000000000000004 3.5000000000000004 6 8.5000000000000018 3.5000000000000004 8.5000000000000018
decision_type=2 9 2 2 2 2 1 1 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2
left_child=-1 2 3 7 5 -5 -6 10 9 12 -2 15 -9 -14 20 16 -12 -18 -17 -20 -15 -4 23 -23 -25 -26 29 28 -28 -24
right_child=1 -3 21 4 6 -7 -8 8 -10 -11 11 -13 13 14 -16 18 17 -19 19 -21 -22 22 26 24 25 -27 27 -29 -30 -31
leaf_value=0.010057970353253712 -0.44272390849626247 0.020652614897024996 0.053757912982485258 -0.7844144492130779 3.4924573458230541 -15.05210632012815 14.727406186942595 -3.9381994259653625 -1.5833095054258379 30.668108417141823 -3.3221311170914598 -9.2819254475831983 -1.414421780710887 0.79679129317874819 16.731069507020894 -2.4609619453403297 -37.685575358072917 -3.12163206603792 12.713020672268339 -2.8920347486223497 11.398135920933315 3.8012144550524263 -16.210432460904123 2.5954500126838687 -94.736524302164725 -4.8084368024553577 -5.3720456225148752 0.65135344341397294 106.95271268572127 -1.979000666600256
leaf_weight=320637 985 273854 72793 1797 253 49 83 151 2701 31 340 160 329 221 66 1632 27 36 45 56 35 95 76 80 30 28 89 568 28 738
leaf_count=320637 985 273854 72793 1797 253 49 83 151 2701 31 340 160 329 221 66 1632 27 36 45 56 35 95 76 80 30 28 89 568 28 738
internal_value=0 -0.0090186 -0.106295 -1.17576 -0.0188724 -1.16313 6.26776 -1.54617 -0.777002 1.83745 -2.37464 -3.18763 0.723044 1.83651 5.21514 -2.74605 -5.60649 -17.9348 -2.08088 4.06071 2.24619 0.0228012 -1.27826 -10.3347 -20.0659 -51.323 0.129444 4.21392 21.5091 -3.30773
internal_weight=0 357376 83522 8997 2182 1846 336 6815 3534 833 3281 2296 802 651 322 2136 403 63 1733 101 256 74525 1732 233 138 58 1499 685 117 814
internal_count=678013 357376 83522 8997 2182 1846 336 6815 3534 833 3281 2296 802 651 322 2136 403 63 1733 101 256 74525 1732 233 138 58 1499 685 117 814
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1843850 2 2 524296 136 2 2
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=4
split_feature=13 14 5 11 2 11 12 12 12 11 12 12 12 12 11 12 12 13 12 12 12 12 12 11 12 3 12 3 13 12
split_gain=6198.09 75573.5 782134 9.66452e+06 724672 1.56567e+06 4.0483e+06 2.66499e+07 3.59757e+06 5.45104e+06 9.06568e+06 2.50156e+06 2.45211e+06 2.20192e+06 882941 855383 3.79574e+06 1.07594e+06 910217 1.73238e+06 586965 451537 354930 323037 524530 2.39372e+06 1.66521e+06 4.63984e+06 5.6384e+06 8.16302e+06
threshold=0 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 8.5000000000000018 6.5000000000000009 3.5000000000000004 3.5000000000000004 1.5000000000000002 12.500000000000002 14.500000000000002 13.500000000000002 3.5000000000000004 8.5000000000000018 6.5000000000000009 2 12.500000000000002 10.500000000000002 10.500000000000002 1.0000000180025095e-35 15.500000000000002 2.5000000000000004 6.5000000000000009 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 3 5.5000000000000009
decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2
left_child=1 4 23 -4 -1 15 7 8 9 21 -11 14 13 -13 20 16 -6 18 19 -17 -8 -7 -14 -3 26 -26 -25 -28 29 -29
right_child=-2 2 3 -5 5 6 11 -9 -10 10 -12 12 22 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.059277816874632294 -0.0042764647255257989 0.11323142680816137 51.861251878738408 -3.2650814118752116 -0.29149431565228634 1.3559333911308877 -16.902037102835518 89.569363477753427 -22.591166441580828 -4.0008958376370947 84.338187444777716 2.2535535148952319 -11.12858755050167 44.730042259509752 -32.466297084093092 4.430426190240043 -38.340268098923467 -3.9482553465421812 0.90097766236255039 39.312945191065474 1.2389912636049334 -15.490394550416529 1.4536231806248796 -0.48808148644832772 -0.60291845912295217 -8.2756894915667853 0.5971056855689274 58.742589142362959 3.99512157088785 2.1955679490831161
leaf_weight=53000 565159 35011 38 195 170 26 42 41 51 26 21 23 31 26 21 35 31 119 57 24 31 41 81 12188 8511 427 2225 59 258 45
leaf_count=53000 565159 35011 38 195 170 26 42 41 51 26 21 23 31 26 21 35 31 119 57 24 31 41 81 12188 8511 427 2225 59 258 45
internal_value=0 0.0213913 -0.056849 5.72548 0.106981 2.92556 6.98855 17.4147 -0.514683 9.36164 35.4698 -1.43411 6.13398 24.7921 -14.3965 -1.3704 -6.15971 2.72598 9.12644 18.6199 -9.19831 -8.95301 -2.02895 -0.0797916 -0.36478 -0.969474 0.00102395 2.30532 12.8047 31.2685
internal_weight=0 112854 58957 233 53897 897 461 206 165 114 47 255 161 49 94 436 201 235 116 59 73 67 112 58724 23713 8938 14775 2587 362 104
internal_count=678013 112854 58957 233 53897 897 461 206 165 114 47 255 161 49 94 436 201 235 116 59 73 67 112 58724 23713 8938 14775 2587 362 104
cat_boundaries=0 1 2 3 4
cat_threshold=2637986 2 16544 16384
is_linear=0
shrinkage=0.1


Tree=964
num_leaves=31
num_cat=6
split_feature=5 13 11 14 12 12 11 12 13 12 11 12 12 12 12 13 11 12 14 12 12 14 11 11 12 12 12 11 11 12
split_gain=8956.93 491601 8.96502e+06 803487 776135 206952 1.1489e+06 1.55245e+06 292357 340852 257152 90643.4 89275.8 88343.9 64429.4 58428 161257 199411 141179 200904 75677.9 57615.1 109347 185586 111428 81307.8 62823.6 127819 66394.5 54291.2
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 1 9.5000000000000018 8.5000000000000018 1.0000000180025095e-35 7.5000000000000009 2 7.5000000000000009 1.5000000000000002 1.5000000000000002 5.5000000000000009 11.500000000000002 1.5000000000000002 3 1.0000000180025095e-35 9.5000000000000018 4 14.500000000000002 24.500000000000004 5 2.5000000000000004 3.5000000000000004 1.5000000000000002 7.5000000000000009 3.5000000000000004 3.5000000000000004 2.5000000000000004 3.5000000000000004
decision_type=2 9 2 1 2 2 2 2 9 2 2 2 2 2 2 9 2 2 1 2 2 1 2 2 2 2 2 2 2 2
left_child=-1 2 -2 13 -5 6 7 12 9 10 29 -12 14 -4 -3 -7 18 -18 19 -17 -19 26 25 24 -24 -23 27 28 -10 -8
right_child=1 5 3 4 -6 15 8 -9 21 -11 11 -13 -14 -15 -16 16 17 20 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00088720010185857593 60.950097129821785 -7.4586862600766697 -1.610422751578418 -27.546466480601921 -2.6382026146198143 -0.22467781292197697 -3.621405774354935 -29.52126435597738 -1.5415205772717795 -14.101301816793589 -5.8868099710215702 0.86734606884930232 -8.2182592468261717 3.2659325372471528 -1.754027374070811 8.8964237338606864 7.5472722721822336 -0.67096447783348323 -0.48376452816066462 1.1488486086405241 5.5920214116573339 0.79734129217355998 11.005207665761311 0.39587908375019931 3.6776704710357047 -5.2177835464477544 1.2742313083280301 0.43419938258635693 -7.1046235689302781 -10.088156207832132
leaf_weight=673966 25 26 66 22 29 1734 20 30 45 26 23 146 50 85 83 69 33 546 67 65 20 134 36 98 49 27 220 195 41 37
leaf_count=673966 25 26 66 22 29 1734 20 30 45 26 23 146 50 85 83 69 33 546 67 65 20 134 36 98 49 27 220 195 41 37
internal_value=0 -0.148328 4.27231 -2.53076 -13.3829 -0.421102 -1.45541 -8.65641 -0.214761 -3.13392 -2.01086 -0.0518586 -4.71964 1.13455 -3.11477 0.102144 0.803296 -0.00909214 3.26426 5.13827 -0.449658 0.684789 1.6894 3.36169 6.7811 -0.211406 0.00866622 -0.982168 -4.1937 -7.81912
internal_weight=0 4047 227 202 51 3820 1286 189 1097 252 226 169 159 151 109 2534 800 599 201 134 566 845 344 183 85 161 501 281 86 57
internal_count=678013 4047 227 202 51 3820 1286 189 1097 252 226 169 159 151 109 2534 800 599 201 134 566 845 344 183 85 161 501 281 86 57
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2080 2 2105688 1577365 2 2
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=9
split_feature=5 13 11 12 11 13 12 12 12 13 11 12 12 14 12 14 14 11 11 12 11 12 14 13 12 12 12 14 11 12
split_gain=7261.12 220994 2.90876e+06 1.55293e+07 229927 748198 707500 278179 174340 395937 1.02345e+06 482185 205766 205965 238467 192612 167896 297256 418191 494641 232391 439682 160766 116914 204897 114856 103077 106415 261307 202960
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 1 8.5000000000000018 11.500000000000002 9.5000000000000018 2 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 3 8.5000000000000018 4 5 2.5000000000000004 3.5000000000000004 7.5000000000000009 3.5000000000000004 16.500000000000004 6 7 9.5000000000000018 9.5000000000000018 13.500000000000002 8 3.5000000000000004 10.500000000000002
decision_type=2 9 2 2 2 9 2 2 2 9 2 2 2 1 2 1 1 2 2 2 2 2 1 9 2 2 2 1 2 2
left_child=-1 2 3 -2 5 6 22 -8 9 10 11 -7 15 -14 -15 -11 20 25 19 -19 21 -4 -3 24 -6 -18 27 -25 29 -29
right_child=1 4 16 -5 23 8 7 -9 -10 12 -12 -13 13 14 -16 -17 17 18 -20 -21 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.0007984911929626486 68.725030067988811 -11.991338659215856 0.5519743462778488 -22.484922411441804 -7.976726395289103 -9.3613119216192331 7.2363721414045861 -7.7900796611394201 -0.018341003580367176 -1.4191261177160301 -1.389480459690094 -30.790830158051989 -0.042704855208679782 -10.614845667920022 0.31743633449077607 4.7594383862944181 3.3112204635352422 -20.013264225551062 2.180258213240525 -1.1350462882415109 -3.2393529556999527 13.680341590684037 -22.714186125788196 0.59164962470542715 0.82939858490135521 -3.5805650472640993 -0.8589778071878883 8.1036642260778518 -0.29665207310634506 -0.34444319284879249
leaf_weight=673966 35 27 212 40 45 21 22 28 1230 98 97 21 118 53 32 104 57 35 29 23 121 29 29 828 64 42 327 105 136 39
leaf_count=673966 35 27 212 40 45 21 22 28 1230 98 97 21 118 53 32 104 57 35 29 23 121 29 29 828 64 42 327 105 136 39
internal_value=0 -0.133551 1.58417 20.0797 -0.449406 -1.19335 -8.97758 -1.17844 -0.67382 -2.16826 -6.56359 -20.0761 -0.485689 -2.74615 -6.49916 1.76192 -0.918249 -3.36015 -7.62463 -12.5271 0.336428 2.13174 -17.5442 0.453521 -2.57035 0.387433 0.696268 1.16155 2.84681 5.81564
internal_weight=0 4047 623 75 3424 1880 106 50 1774 544 139 42 405 203 85 202 548 186 87 58 362 241 56 1544 109 99 1435 1108 280 144
internal_count=678013 4047 623 75 3424 1880 106 50 1774 544 139 42 405 203 85 202 548 186 87 58 362 241 56 1544 109 99 1435 1108 280 144
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=131104 2392321 606272 2 2 2 2 8328 2
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=8
split_feature=12 13 6 14 4 7 12 11 13 0 11 9 0 6 14 11 11 11 14 14 11 14 11 12 0 11 11 14 11 7
split_gain=6363.12 31885.9 43281.7 42341.8 16841 19089.2 20311.3 29541 14783.9 44207.2 51606.9 26881.9 26833.2 35384.2 65083.4 156457 40227.7 59569.1 26942 19762.7 16026.8 15431.9 14652.9 14223.2 187991 510327 62349.8 44921.7 48249 18201.5
threshold=28.500000000000004 0 1.0000000180025095e-35 1 1.0000000180025095e-35 1.0000000180025095e-35 29.500000000000004 3.5000000000000004 2 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 4 5 2.5000000000000004 6 1.5000000000000002 27.500000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 7 1.5000000000000002 1.0000000180025095e-35
decision_type=2 9 2 1 2 2 2 2 9 2 2 2 2 2 1 2 2 2 1 1 2 1 2 2 2 2 2 1 2 2
left_child=23 2 3 4 5 6 -2 -8 9 19 -11 12 13 14 -10 -16 17 -15 -19 22 -14 -18 -3 -1 27 26 -26 29 -29 -25
right_child=1 8 -4 -5 -6 -7 7 -9 11 10 -12 -13 20 16 15 -17 21 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00018078085648914519 -0.14706518419327275 -1.8348098630905154 1.0461894596616428 -5.3009036464075896 1.4349675750732422 0.057242978887355078 -2.05935443251852 -6.3901996521722708 0.21116314580705431 5.925674997057234 0.96092746229056858 -3.0635592091468076 -0.44009224221030663 -0.69371622093324747 0.6110973584449898 9.9220636567244167 -1.0766197059750557 4.7045678526927261 0.26185087022327241 -2.1291025141011115 -2.2134877916109765 -3.5163577022722792 0.89223104337210302 -0.97582486192272477 2.2552914555867516 15.323755908834523 -3.4186546381782081 -1.1855069087101864 -7.7186402606964108 2.0439617767333984
leaf_weight=676089 31 25 66 31 20 47 63 21 225 28 83 31 374 123 59 26 100 39 21 46 59 35 93 99 45 29 34 26 20 25
leaf_count=676089 31 25 66 31 20 47 63 21 225 28 83 31 374 123 59 26 100 39 21 46 59 35 93 99 45 29 34 26 20 25
internal_value=0 -0.196381 -1.15011 -1.88465 -1.30276 -1.64075 -2.33472 -3.14207 0.00663713 0.648577 2.2133 -0.159442 -0.0760931 0.34149 1.10174 3.45916 -0.399637 0.566393 3.14962 -0.370924 -0.681733 -1.70914 0.314468 0.000474836 0.715609 3.97817 -0.18666 -1.35708 -4.026 -0.366997
internal_weight=0 1646 279 213 182 162 115 84 1367 275 111 1092 1061 628 310 85 318 183 60 164 433 135 118 676367 278 108 79 170 46 124
internal_count=678013 1646 279 213 182 162 115 84 1367 275 111 1092 1061 628 310 85 318 183 60 164 433 135 118 676367 278 108 79 170 46 124
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=131496 2 561217 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=13
split_feature=0 12 13 12 12 13 11 13 12 14 11 11 14 12 14 14 12 12 11 13 12 11 13 12 11 14 13 13 11 14
split_gain=5869.16 80227.5 548990 778338 665420 398922 1.50288e+06 1.07744e+06 3.09058e+06 2.7865e+06 3.5949e+06 769263 1.13971e+06 426977 690094 420991 1.81864e+06 465334 1.89825e+06 381677 865033 885012 1.04633e+06 778942 3.58836e+06 3.05443e+06 6.72422e+06 3.52191e+06 1.85291e+06 3.65156e+06
threshold=1.0000000180025095e-35 10.500000000000002 0 12.500000000000002 12.500000000000002 1 2.5000000000000004 2 11.500000000000002 3 3.5000000000000004 1.5000000000000002 4 11.500000000000002 5 6 11.500000000000002 11.500000000000002 3.5000000000000004 7 7.5000000000000009 1.5000000000000002 8 9.5000000000000018 2.5000000000000004 9 10 11 3.5000000000000004 12
decision_type=2 2 9 2 2 9 2 9 2 1 2 2 1 2 1 1 2 2 2 9 2 2 9 2 2 1 9 9 2 1
left_child=-1 19 3 -3 5 6 13 8 -8 10 -10 12 -7 14 -4 16 -9 -17 -19 20 -2 -22 23 -23 25 27 -27 -25 -26 -30
right_child=1 2 4 -5 -6 11 7 15 9 -11 -12 -13 -14 -15 -16 17 -18 18 -20 -21 21 22 -24 24 28 26 -28 -29 29 -31
leaf_value=0.0052258734177377791 -0.04320741723168775 -0.95726208987818051 -7.8610540129297934 -0.031411277812853196 -0.045185415781835242 9.9933366559717793 -2.2173990092001672 4.6221081252318958 44.699387468610496 -3.5709484678326238 -2.2574806213378906 1.2421968957792817 1.2375971528566803 -0.38971626933028058 -1.0888346844875232 0.57372967458906632 -5.2996970472797278 -0.54429405742221415 15.612841740592581 -0.15724748177976219 -0.065859800270311228 1.4099105934986784 -0.053993404327851817 17.184507364647413 -3.2188631057739259 24.10519226595887 -2.6976565201741192 -3.3864430526207236 -4.9110922543507707 16.356570346180984
leaf_weight=515277 34439 12760 278 31484 13468 274 121 367 56 33 23 2433 325 574 328 336 372 180 122 49414 6177 4033 2997 418 725 107 463 106 159 164
leaf_count=515277 34439 12760 278 31484 13468 274 121 367 56 33 23 2433 325 574 328 336 372 180 122 49414 6177 4033 2997 418 725 107 463 106 159 164
internal_value=0 -0.0165585 -0.104294 -0.29836 0.340797 1.23427 0.365458 2.35372 8.49834 20.8339 31.0284 2.02586 5.24273 -2.34424 -4.19556 1.24325 -0.372359 3.13412 5.98276 0.039632 0.235017 0.85943 1.48258 2.22483 3.76956 7.77556 2.70933 13.2865 -0.412273 5.88735
internal_weight=0 162736 63534 44244 19290 5822 2790 1610 233 112 79 3032 599 1180 606 1377 739 638 302 99202 49788 15349 9172 6175 2142 1094 570 524 1048 323
internal_count=678013 162736 63534 44244 19290 5822 2790 1610 233 112 79 3032 599 1180 606 1377 739 638 302 99202 49788 15349 9172 6175 2142 1094 570 524 1048 323
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=248284 1581058 524288 2 2 2 2 2214864 2099216 2 2048 16 2
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=7
split_feature=12 13 5 12 12 2 12 11 12 14 14 11 11 12 12 12 11 12 12 12 2 14 11 11 13 14 13 11 6 0
split_gain=6620.08 166636 564200 2.43207e+07 1.03892e+06 299338 3.89785e+06 1.94898e+07 365074 2.72308e+06 418571 577317 513470 1.00614e+06 832475 254960 220955 187678 394153 175325 721470 6.39722e+06 2.83144e+06 7.42857e+06 764926 1.11709e+06 1.0411e+06 3.85756e+06 2.59911e+06 893907
threshold=7.5000000000000009 0 1.0000000180025095e-35 8.5000000000000018 9.5000000000000018 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 9.5000000000000018 1 2 2.5000000000000004 2.5000000000000004 12.500000000000002 10.500000000000002 10.500000000000002 1.5000000000000002 12.500000000000002 10.500000000000002 8.5000000000000018 1.0000000180025095e-35 3 2.5000000000000004 3.5000000000000004 4 5 6 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 9 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 1 2 2 9 1 9 2 2 2
left_child=-1 2 5 -4 -5 -2 7 -7 9 -8 12 15 13 14 -10 -12 -6 18 -14 20 24 22 -22 -24 -3 29 27 -27 -29 -26
right_child=1 19 3 4 16 6 8 -9 10 -11 11 -13 17 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.008560319270099986 0.11858729446425703 0.73738117835580363 105.72545096657494 -25.488620080947879 -6.2136576537844501 -29.914873937281172 -35.522136990229292 62.687187617432841 5.7201649745305385 2.9970896959304811 0.72425808184074636 2.8431821840780755 3.4957374267578127 -0.031120009422302249 30.552563250506367 -9.3641523333696224 0.15212578056591819 1.5802387355819463 -13.929648127379242 -0.0075277436556590322 -3.4354092676004919 5.1283283582996289 -41.202400620778405 0.34505371680626507 -0.34741976824348048 3.2115452216173477 -1.0095262778710319 -43.062775911603659 0.024403454008556549 1.7020758241046861
leaf_weight=389234 27859 6777 22 20 79 41 24 51 27 78 33 108 25 70 27 104 176 127 27 230669 139 389 96 78 6530 95 11888 42 21 3157
leaf_count=389234 27859 6777 22 20 79 41 24 51 27 78 33 108 25 70 27 104 176 127 27 230669 139 389 96 78 6530 95 11888 42 21 3157
internal_value=0 -0.0114228 0.216336 4.55247 -3.54137 0.171384 2.15369 21.4189 -0.573073 -6.06626 0.449381 -2.62411 2.93455 7.88053 18.1364 -6.9341 -1.82002 -0.491714 -5.55206 -0.0367558 -0.267564 -3.43464 -14.0768 -22.5777 -0.189581 -0.478755 -1.1219 -8.94659 -28.7004 0.320512
internal_weight=0 288779 28898 297 275 28601 742 92 650 102 548 245 303 124 54 137 255 179 52 259881 29212 702 313 174 28510 21733 12046 158 63 9687
internal_count=678013 288779 28898 297 275 28601 742 92 650 102 548 245 303 124 54 137 255 179 52 259881 29212 702 313 174 28510 21733 12046 158 63 9687
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=82082 2 2 2 1056777 2 4
is_linear=0
shrinkage=0.1


Tree=969
num_leaves=31
num_cat=7
split_feature=5 13 11 12 14 12 12 11 12 13 11 12 12 14 13 11 11 12 12 12 12 11 11 13 11 12 12 14 11 12
split_gain=9558.5 214016 6.93377e+06 2.98483e+07 469267 646437 306347 1.40291e+06 1.36865e+06 363770 337695 458858 102731 124697 156032 163520 749565 271440 209847 77303.8 86087.8 68726 74310.8 66932.9 161481 190876 97987.6 177192 67994.2 63102.4
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 8.5000000000000018 1 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 7.5000000000000009 2 1.5000000000000002 5.5000000000000009 7.5000000000000009 3 4 3.5000000000000004 2.5000000000000004 3.5000000000000004 1.5000000000000002 5.5000000000000009 1.5000000000000002 3.5000000000000004 1.5000000000000002 5 1.0000000180025095e-35 9.5000000000000018 14.500000000000002 6 1.0000000180025095e-35 20.500000000000004
decision_type=2 9 2 2 1 2 2 2 2 9 2 2 2 1 9 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2
left_child=-1 2 3 -2 -4 -6 7 8 19 10 -9 -12 13 -11 21 16 18 -17 -16 20 -3 22 -15 28 26 -26 27 -25 29 -8
right_child=1 6 4 -5 5 -7 23 9 -10 12 11 -13 -14 14 15 17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00096389914567850696 125.10185086386544 -10.157203911883492 0.545059199973977 -43.500992266337079 -14.860096996235399 -1.529809681403226 -1.1602371431986491 -16.719404104481573 -30.367611285618377 -0.32900455504505322 4.9408535248193992 -9.7317501717425401 -2.7766211908439113 4.1557373180389403 -6.089212547302246 -6.3342528507627298 19.430449058070327 8.8090490794181822 4.9922629534094423 -9.3815526943206802 -2.891736904562336 5.3360366821289062 -1.8505653882638002 8.4755982475004341 6.642988839603607 -0.32337435781383989 0.69739920993645987 0.78712535005695417 0.12554833864604972 -6.9614954376220712
leaf_weight=673966 21 21 413 21 53 116 300 23 28 396 39 47 87 25 25 29 33 20 54 50 73 21 117 69 42 619 84 53 1148 20
leaf_count=673966 21 21 413 21 53 116 300 23 28 396 39 47 87 25 25 29 33 20 54 50 73 21 117 69 42 619 84 53 1148 20
internal_value=0 -0.153181 1.53578 40.8004 -1.27136 -5.71031 -0.464202 -1.85146 -10.1382 -0.295435 -5.45584 -3.0779 0.463435 0.861379 2.31629 4.39207 6.77283 -0.153313 1.48547 -6.20469 -4.51487 -0.00327137 -0.793118 0.180206 0.871097 0.119269 3.3258 5.13552 -0.232186 -1.52282
internal_weight=0 4047 624 42 582 169 3423 1088 172 916 109 86 807 720 324 161 112 49 79 144 94 163 142 2335 867 661 206 122 1468 320
internal_count=678013 4047 624 42 582 169 3423 1088 172 916 109 86 807 720 324 161 112 49 79 144 94 163 142 2335 867 661 206 122 1468 320
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1048608 2 2105800 2 131088 530709 2
is_linear=0
shrinkage=0.1


Tree=970
num_leaves=31
num_cat=7
split_feature=5 13 11 12 12 11 12 12 12 13 11 12 14 11 11 12 11 12 12 12 11 13 12 14 13 11 14 11 12 12
split_gain=7742.39 207902 2.5207e+06 1.24856e+07 200120 843109 489408 844947 408952 238042 308006 280639 134002 237861 308917 383890 188304 359862 91693.7 90986.3 84792.5 96365.3 165773 94212.7 77580.4 956359 71758.3 70013 84470 67794.2
threshold=1.0000000180025095e-35 0 1.0000000180025095e-35 8.5000000000000018 9.5000000000000018 1.0000000180025095e-35 6.5000000000000009 8.5000000000000018 7.5000000000000009 1 1.5000000000000002 5.5000000000000009 2 2.5000000000000004 3.5000000000000004 7.5000000000000009 3.5000000000000004 16.500000000000004 9.5000000000000018 11.500000000000002 1.5000000000000002 3 10.500000000000002 4 5 1.0000000180025095e-35 6 3.5000000000000004 12.500000000000002 15.500000000000002
decision_type=2 9 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 9 2 1 9 2 1 2 2 2
left_child=-1 2 3 -2 5 6 26 8 -8 10 -7 -12 16 18 15 -15 17 -4 -14 20 -6 22 -22 -24 25 -21 -3 -27 -29 -18
right_child=1 4 12 -5 19 9 7 -9 -10 -11 11 -13 13 14 -16 -17 29 -19 -20 24 21 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.00086751155453572827 62.365277842964446 -0.43068531155586243 0.50737334889061048 -19.419431338049474 2.982423916588659 -15.047463624373727 -12.712254115513394 -1.8124117009779988 -32.013656748896061 0.22018079279218547 4.4467682716174002 -6.2832891053419857 2.9827910908481532 -17.605257415771487 1.6304023446707891 -0.97421237437621411 -1.7515674280724962 12.384453372400383 -3.1750049000694638 -22.813397121429446 -0.65265460961904287 -0.8146948607609823 3.6997768481572475 11.868863849639894 0.1318792228423688 -1.630623230832146 -5.5122322516007856 5.9085884094238281 0.086253970814502146 -7.7842716051184615
leaf_weight=673966 35 48 212 40 184 23 21 34 23 938 39 65 57 35 29 23 98 29 42 20 78 250 48 20 1222 187 66 31 127 23
leaf_count=673966 35 48 212 40 184 23 21 34 23 938 39 65 57 35 29 23 98 29 42 20 78 250 48 20 1222 187 66 31 127 23
internal_value=0 -0.137863 1.52826 18.7468 -0.444181 -1.44926 -7.54882 -13.6525 -22.8016 -0.349625 -4.24147 -2.25952 -0.800401 -2.98194 -6.79666 -11.0102 0.320498 1.93657 0.370393 0.136782 1.20863 0.384442 2.33371 6.10245 -0.254946 -1.5122 -3.37263 -0.321177 1.22861 -2.89828
internal_weight=0 4047 623 75 3424 1257 192 78 44 1065 127 104 548 186 87 58 362 241 99 2167 580 396 146 68 1587 365 114 345 158 121
internal_count=678013 4047 623 75 3424 1257 192 78 44 1065 127 104 548 186 87 58 362 241 99 2167 580 396 146 68 1587 365 114 345 158 121
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=131104 2105800 2 1059072 2 6405 2
is_linear=0
shrinkage=0.1


Tree=971
num_leaves=31
num_cat=14
split_feature=0 12 13 12 13 11 11 11 13 14 14 13 11 13 12 13 12 12 11 14 14 12 13 14 14 11 13 12 11 12
split_gain=6413.18 75353.6 433878 962734 1.25193e+06 1.40038e+06 1.01158e+06 933665 545973 1.61838e+06 509241 506816 392038 1.02247e+06 3.84434e+06 704611 671125 590822 532782 1.61778e+06 966887 380227 288615 3.64911e+06 2.18883e+06 1.77047e+06 279490 258475 734675 256569
threshold=1.0000000180025095e-35 4.5000000000000009 0 3.5000000000000004 1 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 2 3 4 5 1.5000000000000002 6 3.5000000000000004 7 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 8 9 2.5000000000000004 10 11 12 1.5000000000000002 13 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 9 2 9 2 2 2 9 1 1 9 2 9 2 9 2 2 2 1 1 2 9 1 1 2 9 2 2 2
left_child=-1 2 3 11 -5 -6 22 -8 10 -10 -9 -2 13 14 27 16 17 -15 19 -19 -20 -13 24 -24 25 -7 -18 -4 -29 -14
right_child=1 -3 12 4 5 6 7 8 9 -11 -12 21 29 15 -16 -17 26 18 20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0055004394830871417 -0.30890433507539566 -0.05733599138672979 -1.0501405027177599 -1.5704048926296903 -6.5031197924009509 13.244951532928036 -0.67012195030004018 -1.0548915146823867 12.914620696173774 -0.85865870807187772 5.7210613975524902 0.45540107498424398 0.57725955671392692 0.45975895075859186 34.470630405062721 -2.0200647651061887 -1.6740578396544272 -1.233246759108042 5.756410298764127 7.0333096545675531 -2.8253074651265013 2.668598347758004 29.25073597466768 -0.20384958317849489 10.59155633931603 -4.6329469060140944 1.9761766387570292 -3.0035945638020838 21.055387670343574 -0.56621611273873973
leaf_weight=515277 8639 120844 144 732 142 71 659 249 216 141 200 2800 2249 3821 42 1196 1438 367 206 667 362 1074 67 113 366 252 238 30 22 15389
leaf_count=515277 8639 120844 144 732 142 71 659 249 216 141 200 2800 2249 3821 42 1196 1438 367 206 667 362 1074 67 113 366 252 238 30 22 15389
internal_value=0 -0.0172712 0.0983021 0.513342 2.0592 3.12596 3.72519 2.12179 4.40451 7.27108 1.92058 0.117437 -0.151152 0.405242 6.73249 0.215325 0.594243 1.13561 2.74761 4.09924 0.287076 1.06622 6.42827 10.1935 5.22088 -0.70313 -1.1539 1.13209 7.17521 -0.420413
internal_weight=0 162736 41892 15721 3208 2476 2334 1465 806 357 449 12513 26171 8533 238 8295 7099 5423 1602 1034 568 3874 869 180 689 323 1676 196 52 17638
internal_count=678013 162736 41892 15721 3208 2476 2334 1465 806 357 449 12513 26171 8533 238 8295 7099 5423 1602 1034 568 3874 869 180 689 323 1676 196 52 17638
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1491620 278656 163872 2 2 1179680 524288 4177 2 2 1179652 2 2 16
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=7
split_feature=5 12 12 11 11 13 11 12 13 14 11 12 11 11 12 14 11 11 12 14 12 12 11 12 12 11 13 12 14 12
split_gain=6337.69 210407 1.37976e+06 9.46481e+06 592997 464258 2.07496e+06 1.52652e+06 295345 230050 377359 225080 142454 142349 138988 125087 133765 327611 151665 120596 97168 368698 67227.5 165495 138705 67062.2 206563 58613 67525.5 55421
threshold=1.0000000180025095e-35 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0 2.5000000000000004 12.500000000000002 1 2 2.5000000000000004 5.5000000000000009 1.5000000000000002 2.5000000000000004 5.5000000000000009 3 2.5000000000000004 3.5000000000000004 1.5000000000000002 4 10.500000000000002 11.500000000000002 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 5 14.500000000000002 6 3.5000000000000004
decision_type=2 2 2 2 2 9 2 2 9 1 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 9 2 1 2
left_child=-1 4 3 -3 -2 6 7 -4 15 13 11 12 -11 14 -10 -6 -17 18 -18 20 -8 -22 24 -24 -15 26 27 28 -7 -19
right_child=1 2 5 -5 8 25 19 -9 9 10 -12 -13 -14 22 -16 16 17 29 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00077520412088030342 -6.8679235823360489 58.968618503693612 -43.861267046928411 -2.6155036189593375 -0.14798641728694878 9.5890465903282163 -3.9133353001362572 -8.4255584686033185 -5.7217922163915027 -3.3697132977572353 -10.013723544085899 -8.3808024501800542 6.8441197097301485 9.2724326500525844 2.1793704801990139 0.49921222686767575 15.963541386045259 -1.3892450120713977 5.4454279055962198 -4.621806951669547 14.160956627982003 0.046954544662283021 6.0942558903847974 -2.2212049720400855 0.020127838711405912 0.0075435710844452058 0.11839606105563152 2.3527516574859617 3.6192490849230028 4.1595787588755293
leaf_weight=673966 162 31 20 128 289 40 37 31 79 22 82 25 36 26 31 120 29 45 26 52 21 156 31 105 43 1859 405 50 36 30
leaf_count=673966 162 31 20 128 289 40 37 31 79 22 82 25 36 26 31 120 29 45 26 52 21 156 31 105 43 1859 405 50 36 30
internal_value=0 -0.124741 0.33812 9.39146 -1.24799 -0.193642 -3.72734 -22.3219 -0.354539 -2.13308 -5.20237 -0.448981 2.96991 -0.59307 -3.4951 1.24578 2.9068 5.12919 10.9913 -0.30234 0.74725 1.7215 0.964118 -0.325769 3.5065 0.289438 1.28178 4.64333 6.76125 0.830284
internal_weight=0 4047 2866 159 1181 2707 317 51 1019 480 165 83 58 315 110 539 250 130 55 266 214 177 205 136 69 2390 531 126 76 75
internal_count=678013 4047 2866 159 1181 2707 317 51 1019 480 165 83 58 315 110 539 250 130 55 266 214 177 205 136 69 2390 531 126 76 75
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=289 678017 2 2 2 1515520 2
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=7
split_feature=12 1 13 12 14 11 12 11 14 11 14 13 12 11 12 11 12 10 13 12 11 11 12 12 11 12 13 9 12 0
split_gain=6131.95 48064.6 192405 1.98038e+06 690345 169059 105473 96686.5 378382 64709.2 62795.6 31623.6 76119.8 26850.4 20982.7 54303 18658 16775.9 102014 151119 83232.4 183151 69552.8 131120 23409.2 26429.2 18997.3 60346.5 41998.9 30595.8
threshold=19.500000000000004 1.0000000180025095e-35 0 20.500000000000004 1 3.5000000000000004 20.500000000000004 3.5000000000000004 2 1.0000000180025095e-35 3 4 21.500000000000004 1.0000000180025095e-35 25.500000000000004 1.0000000180025095e-35 23.500000000000004 1.0000000180025095e-35 5 24.500000000000004 2.5000000000000004 1.0000000180025095e-35 20.500000000000004 21.500000000000004 3.5000000000000004 20.500000000000004 6 1.0000000180025095e-35 23.500000000000004 1.0000000180025095e-35
decision_type=2 2 9 2 1 2 2 2 1 2 1 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2
left_child=-1 17 3 -3 -5 9 10 11 -9 -6 -4 -8 -13 -12 15 -14 -11 26 19 20 21 -19 -22 -24 25 -20 27 28 29 -2
right_child=1 2 6 4 5 -7 7 8 -10 16 13 12 14 -15 -16 -17 -18 18 24 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012358946002975751 -0.91851833245820469 26.814764601184478 -4.9983714690575241 -17.257730206576262 4.1675067076316248 8.0620390920928031 0.63828699943995237 14.158751438140868 -0.20059139249117477 -3.2211471441629769 -3.5977021480428761 -4.7118629886990506 3.6480858412655923 -0.16026718508629573 2.2101436782527615 -2.1110852601006629 -0.12382404651583695 0.81956437981647001 -2.9019669569827418 -2.1323726658727611 -2.5350211360237815 12.862904282978603 10.206430653163366 -0.24665015595299855 -3.8886783866970625 0.2677836980466004 0.015061240604480435 2.9201887539454869 0.68616777229309089 -3.0931573537316654
leaf_weight=666326 180 31 52 22 26 33 386 25 69 37 29 42 22 105 37 64 41 23 37 51 22 28 21 28 27 91 9915 42 100 101
leaf_count=666326 180 31 52 22 26 33 386 25 69 37 29 42 22 105 37 64 41 23 37 51 22 28 21 28 27 91 9915 42 100 101
internal_value=0 0.0718315 0.727296 3.50865 -0.814634 1.82586 0.0485593 0.654132 3.61838 -0.152924 -2.0488 0.148434 -0.976997 -0.90419 0.218892 -0.637809 -1.59307 0.00908731 0.71317 2.30557 4.34975 7.43159 2.13603 4.23324 -1.13939 -0.648472 -0.0132516 -0.661611 -1.07382 -1.70015
internal_weight=0 11687 1021 190 159 137 831 645 94 104 186 551 165 134 123 86 78 10666 328 173 122 51 71 49 155 128 10338 423 381 281
internal_count=678013 11687 1021 190 159 137 831 645 94 104 186 551 165 134 123 86 78 10666 328 173 122 51 71 49 155 128 10338 423 381 281
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1122304 2 2 2 544912 1050641 1
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=9
split_feature=12 13 6 14 4 7 0 13 11 11 0 11 14 9 12 8 14 1 11 12 13 14 11 12 12 12 13 14 11 11
split_gain=6194.62 28385.7 37036 32623.2 14635 17430 20013.9 12499.6 48621.7 67102.7 73258 114358 72366.3 21578.4 11577 67057.2 75695 52086.3 198657 461411 130704 328074 224698 193466 121632 113688 82311.4 45473.5 640050 43817.3
threshold=28.500000000000004 0 1.0000000180025095e-35 1 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3 1.0000000180025095e-35 19.500000000000004 1.0000000180025095e-35 4 1.0000000180025095e-35 2.5000000000000004 20.500000000000004 5 6 3.5000000000000004 22.500000000000004 20.500000000000004 23.500000000000004 7 8 3.5000000000000004 2.5000000000000004
decision_type=2 9 2 1 2 2 2 9 2 2 2 2 1 2 2 2 1 2 2 2 9 1 2 2 2 2 9 1 2 2
left_child=14 2 3 4 5 6 -2 8 9 10 -3 -12 -11 -9 -1 17 29 -16 24 27 22 -22 23 -21 -19 -23 -26 -20 -29 -17
right_child=1 7 -4 -5 -6 -7 -8 13 -10 12 11 -13 -14 -15 15 16 -18 18 19 20 21 25 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0011122721975602272 -3.9807943556989942 -0.15975028922924628 0.9369998769326644 -4.7728086594612371 1.2887536048889161 0.044065472166588966 -1.2409330887337253 -0.084183752080906421 4.8047085342407234 -0.26514516268290728 -1.5245832194452702 7.4093449053011442 -7.021851974984874 -2.7613240411204676 0.061539305099129415 1.0725889642238617 -6.9255604426066091 -2.995355032765588 11.929729455890078 7.1116243911511976 12.653571199487757 -1.3096605327357069 -7.6031798839569094 -3.2321078169345854 2.4832849447156344 6.0984890752368504 -0.41219895919899879 -3.3590047721884084 18.219802432590061 -3.4323355687292003
leaf_weight=666326 42 130 66 31 20 47 73 1046 25 51 23 38 23 31 9003 50 27 129 33 33 27 89 44 40 132 27 314 28 27 38
leaf_count=666326 42 130 66 31 20 47 73 1046 25 51 23 38 23 31 9003 50 27 129 33 33 27 89 44 40 132 27 314 28 27 38
internal_value=0 -0.193738 -1.0936 -1.77414 -1.26338 -1.57846 -2.24158 -0.00206418 0.569383 0.19131 1.18179 4.04081 -2.3652 -0.159758 0.000493748 0.10707 -2.29382 0.134886 0.850316 2.73612 0.617712 2.54736 -1.80426 1.44383 -0.291003 0.41465 0.491197 8.99504 7.23423 -0.872719
internal_weight=0 1646 279 213 182 162 115 1367 290 265 191 61 74 1077 676367 10041 115 9926 923 348 260 143 117 73 575 116 446 88 55 88
internal_count=678013 1646 279 213 182 162 115 1367 290 265 191 61 74 1077 676367 10041 115 9926 923 348 260 143 117 73 575 116 446 88 55 88
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=131496 2 569408 2 2 1581072 2 602112 2
is_linear=0
shrinkage=0.1


Tree=975
num_leaves=31
num_cat=7
split_feature=8 12 13 11 14 11 12 13 11 12 11 12 12 11 14 13 12 12 11 14 13 11 12 12 12 11 11 12 12 11
split_gain=5960.3 81350.2 548373 1.10302e+06 704009 483666 698411 243370 397830 311644 114995 187359 287049 113761 335178 104948 386531 483028 4.22272e+06 988216 1.05023e+06 1.64568e+06 2.34085e+06 3.02035e+06 886697 8.1372e+06 5.74115e+06 1.48897e+07 3.33264e+06 1.69714e+06
threshold=1.0000000180025095e-35 16.500000000000004 0 1.0000000180025095e-35 1 1.0000000180025095e-35 18.500000000000004 2 3.5000000000000004 17.500000000000004 2.5000000000000004 18.500000000000004 17.500000000000004 3.5000000000000004 3 4 11.500000000000002 12.500000000000002 1.0000000180025095e-35 5 6 3.5000000000000004 14.500000000000002 13.500000000000002 14.500000000000002 3.5000000000000004 3.5000000000000004 13.500000000000002 13.500000000000002 2.5000000000000004
decision_type=2 2 9 2 1 2 2 9 2 2 2 2 2 2 1 9 2 2 2 1 9 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 -3 7 -6 -7 8 -4 -10 -9 12 -12 14 -5 16 -2 18 -18 20 -19 -22 23 -23 26 -26 28 -28 -21 -30
right_child=1 2 4 13 5 6 -8 10 9 -11 11 -13 -14 -15 -16 -17 17 19 -20 24 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0018182967663251271 0.052012797417034053 -24.946961012340729 2.2986486999081897 -0.18846940597597983 23.924404988970078 -0.27483141373614878 20.002063237703766 0.98895072209042145 0.071543320365574051 -15.000206756591798 2.4515902802750875 -1.8195925180282857 12.319302451853851 3.1202034198320829 -11.821608289082846 0.2209706537690892 -46.959108387340201 4.1843703430086849 -2.2038357673305096 -1.1508805729973486 2.3517819962031963 -1.3097447748053563 2.7719594352265711 -29.439636563211678 7.2760194793660595 -67.598378281366266 -17.535349377718841 73.827873229980469 -13.675832581520082 -48.85387956500054
leaf_weight=652834 10179 21 71 142 21 49 26 218 23 34 74 36 49 52 30 12217 22 494 505 71 377 73 117 80 47 21 44 30 24 32
leaf_count=652834 10179 21 71 142 21 49 26 218 23 34 74 36 49 52 30 12217 22 494 505 71 377 73 117 80 47 21 44 30 24 32
internal_value=0 0.0477647 1.01176 -2.91391 2.61701 10.5104 6.75449 1.1683 -2.50114 -8.91862 2.41641 4.52552 6.38263 -0.978394 -2.21751 0.014249 -0.194218 -1.48917 -4.07218 -0.52375 0.761684 -1.88713 -7.87579 -16.0182 -5.97609 -15.847 -2.6367 19.5038 -15.5375 -33.7776
internal_weight=0 25179 846 245 601 96 75 505 128 57 377 159 123 224 172 24333 12116 1937 527 1410 1141 647 270 153 269 68 201 74 127 56
internal_count=678013 25179 846 245 601 96 75 505 128 57 377 159 123 224 172 24333 12116 1937 527 1410 1141 647 270 153 269 68 201 74 127 56
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=30848 2 1048577 2 1737447 2 1605764
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=8
split_feature=5 13 12 12 11 12 11 14 12 12 11 12 14 12 13 11 12 14 12 11 12 14 11 12 11 13 12 12 11 14
split_gain=5046.18 185536 1.44722e+06 1.45014e+07 749591 2.90801e+06 493870 1.04331e+06 453542 245598 692363 200234 188380 307271 140783 310523 202488 108584 104379 281743 85035.9 160605 241437 74178 85922.5 64996.7 229168 287576 61226.3 104294
threshold=1.0000000180025095e-35 0 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 1 5.5000000000000009 9.5000000000000018 1.0000000180025095e-35 4.5000000000000009 2 15.500000000000002 3 1.5000000000000002 8.5000000000000018 4 6.5000000000000009 1.0000000180025095e-35 13.500000000000002 5 1.0000000180025095e-35 10.500000000000002 1.5000000000000002 6 8.5000000000000018 5.5000000000000009 1.5000000000000002 7
decision_type=2 9 2 2 2 2 2 1 2 2 2 2 1 2 9 2 2 1 2 2 2 1 2 2 2 9 2 2 2 1
left_child=-1 2 3 6 5 8 18 11 17 10 -4 -8 13 -7 28 16 -16 -3 19 -2 21 22 -11 -23 -25 -17 27 -27 29 -6
right_child=1 4 9 -5 14 12 7 -9 -10 20 -12 -13 -14 -15 15 25 -18 -19 -20 -21 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00069573940529830654 6.5885265584577599 -9.186695988972982 -22.020803775787357 75.502307562317171 0.15507186281530164 6.3099074548426666 9.7784066286954019 -20.329740995519302 -25.824424768530804 -7.7465386670430512 3.1717844009399414 -3.8731331961495536 -2.5061348357458706 -2.5083158428706822 -12.285517762158369 0.53120057582748481 -2.8177810183886827 -17.332669626871745 8.2156788949613215 -2.8812947814805168 0.41853007085196137 5.7042856514453888 -1.1649122591941588 2.4190831962896855 -4.6930433860191938 -0.75298326015472417 0.23280356433242561 -16.989108734130863 0.34608936531039386 5.7119334204722261
leaf_weight=673966 57 36 20 28 79 106 22 34 46 75 24 21 97 63 37 339 58 30 27 70 403 32 217 49 26 24 128 20 1820 59
leaf_count=673966 57 36 20 28 79 106 22 34 46 75 24 21 97 63 37 339 58 30 27 70 403 32 217 49 26 24 128 20 1820 59
internal_value=0 -0.111303 0.988316 7.53792 -0.525887 -4.6849 -0.700188 -7.23925 -18.202 -1.00514 -8.27939 3.11138 1.00651 3.02264 0.0852091 -1.23484 -6.50522 -12.8894 2.56934 1.36894 -0.606054 -1.64091 -2.8554 1.67339 -0.046454 -0.27919 -1.8025 -8.13304 0.497529 2.53083
internal_weight=0 4047 1105 259 2942 378 231 77 112 846 44 43 266 169 2564 606 95 66 154 127 802 399 292 107 75 511 172 44 1958 138
internal_count=678013 4047 1105 259 2942 378 231 77 112 846 44 43 266 169 2564 606 95 66 154 127 802 399 292 107 75 511 172 44 1958 138
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=48 2 2 1742849 2 2 16772 2
is_linear=0
shrinkage=0.1


Tree=977
num_leaves=31
num_cat=15
split_feature=0 12 13 12 13 11 11 11 13 14 14 13 11 13 12 13 12 12 13 12 11 14 14 13 14 11 12 13 12 14
split_gain=5055.65 61012.9 351377 779400 1.01509e+06 1.13431e+06 819381 756269 442234 1.31088e+06 412486 410570 317378 828257 3.11391e+06 571570 543516 478566 512881 316888 298958 1.4017e+06 1.18611e+06 253127 251429 256588 642488 279527 602460 245526
threshold=1.0000000180025095e-35 4.5000000000000009 0 3.5000000000000004 1 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 2 3 4 5 1.5000000000000002 6 3.5000000000000004 7 3.5000000000000004 2.5000000000000004 8 2.5000000000000004 1.0000000180025095e-35 9 10 11 12 1.5000000000000002 1.0000000180025095e-35 13 1.5000000000000002 14
decision_type=2 2 9 2 9 2 2 2 9 1 1 9 2 9 2 9 2 2 9 2 2 1 1 9 1 2 2 9 2 1
left_child=-1 2 3 11 -5 -6 -7 23 10 -10 -9 19 13 14 -4 16 17 29 -19 -2 21 -20 -22 -8 25 26 -13 28 -27 -15
right_child=1 -3 12 4 5 6 7 8 9 -11 -12 24 -14 15 -16 -17 -18 18 20 -21 22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0048780451244541303 0.41183779628719297 -0.051391664802196729 1.0191543720206437 -1.4152148496108556 -5.8525384231352469 5.7857083198801966 -2.6758558094311069 -0.94913290858747501 11.623427002518266 -0.77252287898503302 5.1492246932983399 11.764997916588417 -0.37810203036337109 1.6096194244764022 31.023839523678738 -1.8194659697945241 -1.0380642230300177 -2.885388399606728 -1.005446215537982 2.4581182423276768 7.9683484994681777 6.8387685139973957 -2.7843301019153084 1.2029266138545802 -0.79875938075465758 2.9998366089754329 0.94625926490545942 0.2327471812887103 -7.7403340196250987 -0.12340845716198588
leaf_weight=515277 2744 120844 196 732 142 869 303 249 216 141 200 65 17638 1185 42 1196 1676 156 354 1045 157 639 296 356 4445 86 353 3642 133 2636
leaf_count=515277 2744 120844 196 732 142 869 303 249 216 141 200 65 17638 1185 42 1196 1676 156 354 1045 157 639 296 356 4445 86 353 3642 133 2636
internal_value=0 -0.0153403 0.0886555 0.462158 1.85306 2.81363 3.35294 1.90988 3.96432 6.54424 1.72878 0.105938 -0.135833 0.364786 6.0595 0.193855 0.53513 1.02232 2.47312 0.973629 3.05008 4.04234 0.942316 -0.60284 -0.271722 0.275127 2.6286 0.0203352 -3.3689 0.414052
internal_weight=0 162736 41892 15721 3208 2476 2334 1465 806 357 449 12513 26171 8533 238 8295 7099 5423 1602 3789 1446 993 453 659 8724 4279 418 3861 219 3821
internal_count=678013 162736 41892 15721 3208 2476 2334 1465 806 357 449 12513 26171 8533 238 8295 7099 5423 1602 3789 1446 993 453 659 8724 4279 418 3861 219 3821
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1491620 278656 163872 2 2 311428 524288 4177 4097 2 2 1081348 2 32 2
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=6
split_feature=12 13 0 12 12 0 11 12 12 12 11 11 13 11 12 11 7 12 14 14 12 12 6 11 13 12 13 11 1 11
split_gain=4930.37 28945.3 134638 391809 1.68985e+06 42305.9 123608 39943.5 37060.6 155774 36977.8 82985.9 32823.7 233285 105454 67893.8 100317 32960.8 50109.6 20355.4 30634.8 95519.6 40561 19978.6 15134.7 15074.5 80048.2 219219 35112 43973.5
threshold=26.500000000000004 0 1.0000000180025095e-35 28.500000000000004 27.500000000000004 1.0000000180025095e-35 2.5000000000000004 29.500000000000004 28.500000000000004 27.500000000000004 1.0000000180025095e-35 1.5000000000000002 1 3.5000000000000004 28.500000000000004 3.5000000000000004 1.0000000180025095e-35 29.500000000000004 2 3 27.500000000000004 29.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4 24.500000000000004 5 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004
decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 1 2 2 2 2 9 2 9 2 2 2
left_child=25 2 19 4 -4 12 23 -5 9 -8 -9 -12 13 17 -15 24 -17 -3 -19 -2 -21 -22 -23 -7 -14 -1 27 -27 -28 -30
right_child=1 5 3 7 -6 6 8 10 -10 -11 11 -13 15 14 -16 16 -18 18 -20 20 21 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=-3.0430108352784717e-05 -0.25305654302500841 1.1606205157331517 -4.8275217151641847 -3.2817256178174703 32.698545771837239 -1.109583698709806 -0.32025297546386722 -2.5407668661188199 -2.422913532864444 -11.483540649414063 6.9719871997833254 0.33992430369059246 1.059029911580633 2.95715550292622 12.99014729499817 -8.8309038357301191 -0.11325362234404593 -0.020326165990395981 -5.8292687292452214 1.3725425761678947 -8.4140639521858915 -2.9577450083361736 2.1695892899124711 0.18377941062178793 -0.14918185506776169 0.047073414237112615 -0.19815181516870262 9.747602168251488 0.28153448852838253 5.2137822653566097
leaf_weight=674899 285 37 30 28 20 192 25 27 79 25 23 105 112 22 20 22 33 33 27 23 22 36 27 316 681 74 677 34 51 28
leaf_count=674899 285 37 30 28 20 192 25 27 79 25 23 105 112 22 20 22 33 33 27 23 22 36 27 316 681 74 677 34 51 28
internal_value=0 -0.147772 0.426324 2.33779 10.1829 -0.369418 -1.00702 0.19431 -3.77136 -5.9019 0.822239 1.53162 0.0383405 1.40767 7.73477 -0.20035 -3.60031 -1.18678 -2.63435 -0.696086 -1.86519 -2.74129 -0.760316 -0.305051 0.0329344 0.000503964 0.417937 2.83815 0.0341976 2.02967
internal_weight=0 2250 626 233 50 1624 637 183 129 50 155 128 987 139 42 848 55 97 60 393 108 85 63 508 793 675763 864 108 756 79
internal_count=678013 2250 626 233 50 1624 637 183 129 50 155 128 987 139 42 848 55 97 60 393 108 85 63 508 793 675763 864 108 756 79
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=675905 1081344 2 2 8320 77824
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=6
split_feature=12 4 13 11 14 11 11 13 12 12 11 11 12 11 12 12 13 11 12 12 14 11 11 12 12 14 12 11 12 12
split_gain=4755.43 59456.3 125459 342084 155528 301559 93828.4 130154 85076.2 152896 119633 140927 73690.1 229634 184605 478740 172278 171530 285080 149094 328629 355444 299823 615561 114798 143964 101794 71127.7 63984.1 61274
threshold=12.500000000000002 1.0000000180025095e-35 0 3.5000000000000004 1 1.5000000000000002 3.5000000000000004 2 14.500000000000002 15.500000000000002 1.5000000000000002 2.5000000000000004 15.500000000000002 1.0000000180025095e-35 16.500000000000004 17.500000000000004 3 1.5000000000000002 14.500000000000002 13.500000000000002 4 1.5000000000000002 2.5000000000000004 14.500000000000002 14.500000000000002 5 24.500000000000004 1.5000000000000002 17.500000000000004 18.500000000000004
decision_type=2 2 9 2 1 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 1 2 2 2 2
left_child=-1 -2 3 4 29 -6 7 12 -9 10 -10 -12 16 14 -14 -16 19 -18 -19 20 21 -4 24 -24 27 -26 -17 -21 -11 -3
right_child=1 2 6 -5 5 -7 -8 8 9 28 11 -13 13 -15 15 26 17 18 -20 22 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0040142030788370689 0.0078496768464874703 -1.4613239792952861 12.811539044746986 12.444742076627669 0.20941145976384479 11.889290956131049 -0.91252172485301475 -2.213943448264478 -1.1720539613467891 -3.4547664754447482 8.7488469980200954 -0.14449162823813302 -2.3158156089293653 -1.2637455708661658 19.245943334556763 5.9300862696112659 -1.4356956950898443 0.35738192708039085 9.7569208909164775 0.72455945897985385 15.896247929540175 -1.6538895529143667 20.243304975827538 -1.5816051959991455 7.2467166915535932 -2.7712587503286508 -1.0341588192207869 -5.8541013899303627 0.28897167265415197 3.9346616463661195
leaf_weight=550725 124834 133 26 31 60 35 533 217 41 84 49 28 39 314 21 41 212 121 44 27 29 49 24 28 32 26 43 42 100 25
leaf_count=550725 124834 133 26 31 60 35 533 217 41 84 49 28 39 314 21 41 212 121 44 27 29 49 24 28 32 26 43 42 100 25
internal_value=0 0.0174321 0.504887 2.44383 1.31502 4.51252 0.238764 0.615076 -0.690237 0.381756 3.19147 5.51491 1.21633 0.252613 3.55912 5.74123 1.90351 0.434574 2.86393 3.71378 6.85626 3.36079 2.09546 8.49143 -0.523362 2.7559 2.36506 -3.27984 -1.42013 -0.607529
internal_weight=0 127288 2454 284 253 95 2170 1637 519 302 118 77 1118 458 144 105 660 377 165 283 104 75 179 52 127 58 84 69 184 158
internal_count=678013 127288 2454 284 253 95 2170 1637 519 302 118 77 1118 458 144 105 660 377 165 283 104 75 179 52 127 58 84 69 184 158
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=385092 2 135449 135169 2 2
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=6
split_feature=8 13 12 14 12 11 11 12 11 12 12 14 11 12 13 12 12 11 13 12 11 11 11 11 11 11 12 11 13 11
split_gain=4787.28 80018.4 400272 244768 825821 312852 192754 242545 215674 146889 95320.8 1.14083e+06 4.47473e+06 8.28345e+06 7.80219e+06 1.41046e+07 8.93228e+06 8.51878e+06 697734 1.9563e+06 8.29158e+06 1.14512e+06 483175 446815 426544 380107 346046 1.73027e+06 256834 229020
threshold=1.0000000180025095e-35 0 11.500000000000002 1 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 14.500000000000002 13.500000000000002 2 3.5000000000000004 14.500000000000002 3 14.500000000000002 14.500000000000002 1.5000000000000002 4 14.500000000000002 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 14.500000000000002 3.5000000000000004 5 1.5000000000000002
decision_type=2 9 2 1 2 2 2 2 2 2 2 1 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2
left_child=-1 2 3 4 -2 6 -5 8 -8 -4 -3 18 14 -14 15 17 -16 -13 19 20 24 -21 -17 -20 -12 -23 27 -25 -28 -18
right_child=1 10 9 5 -6 -7 7 -9 -10 -11 11 12 13 -15 16 22 29 -19 23 21 -22 25 -24 26 -26 -27 28 -29 -30 -31
leaf_value=-0.001639373145390751 -18.267946173404827 -0.0034588142049208782 -12.073278260231019 4.6204008579254152 0.40778663777565777 8.2985098600387577 -5.9069040934244796 -10.430907383458369 4.687488763228707 -2.8651547838747504 -8.2131909883939311 -7.0082374954223638 68.199963785807299 -0.26559549376021985 46.425476862834053 -0.41332850236159113 7.3847887388591111 -76.439516697373506 5.3571844155843165 -17.289398855321547 -43.96592046533312 0.22347327254320445 11.194066443443299 -1.3391640207346749 3.8498895370354087 7.0207842854091105 3.4948146371227327 13.773748908269974 -1.2207585053963959 -2.9545365275406255
leaf_weight=652834 29 21893 41 56 129 60 33 29 46 30 39 30 30 43 65 65 29 43 196 34 56 380 80 272 118 105 122 105 939 82
leaf_count=652834 29 21893 41 56 129 60 33 29 46 30 39 30 30 43 65 65 29 43 196 34 56 380 80 272 118 105 122 105 939 82
internal_value=0 0.0427974 -1.25977 -0.0060539 -3.02004 2.11988 -0.140593 -2.60926 0.261983 -8.18252 0.0671438 0.612987 5.12984 27.8709 0.916385 -11.5285 16.0728 -47.9061 -0.278547 -2.82191 -10.9301 0.451373 5.99075 0.872758 0.853328 1.69506 0.267599 2.87 -0.657101 -0.253271
internal_weight=0 25179 453 382 158 224 164 108 79 71 24726 2833 467 73 394 218 176 73 2366 732 213 519 145 1634 157 485 1438 377 1061 111
internal_count=678013 25179 453 382 158 224 164 108 79 71 24726 2833 467 73 394 218 176 73 2366 732 213 519 145 1634 157 485 1438 377 1061 111
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=6 2 2 149520 143456 525056
is_linear=0
shrinkage=0.1


Tree=981
num_leaves=31
num_cat=8
split_feature=5 13 12 12 11 12 11 14 12 12 11 12 14 12 13 11 12 14 12 11 12 14 11 12 14 12 12 14 12 11
split_gain=4093.93 149009 1.18761e+06 1.14502e+07 623798 2.33532e+06 383909 864467 367369 195259 563512 151618 140839 242970 114562 275359 136074 87953 84547.2 228212 65062.4 123611 145901 84664.5 60161.7 58547.4 213898 62395.7 156252 223168
threshold=1.0000000180025095e-35 0 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 8.5000000000000018 2.5000000000000004 1 5.5000000000000009 9.5000000000000018 1.0000000180025095e-35 4.5000000000000009 2 14.500000000000002 3 1.5000000000000002 8.5000000000000018 4 6.5000000000000009 1.0000000180025095e-35 12.500000000000002 5 1.0000000180025095e-35 11.500000000000002 6 17.500000000000004 16.500000000000004 7 4.5000000000000009 1.5000000000000002
decision_type=2 9 2 2 2 2 2 1 2 2 2 2 1 2 9 2 2 1 2 2 2 1 2 2 1 2 2 1 2 2
left_child=-1 2 3 6 5 8 18 11 17 10 -4 -8 13 -7 25 16 -16 -3 19 -2 21 22 -11 -23 -21 26 27 -6 -29 -30
right_child=1 4 9 -5 14 12 7 -9 -10 20 -12 -13 -14 -15 15 -17 -18 -19 -20 24 -22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00061529509881477176 5.9297544546294638 -8.2679458194308815 -19.818643493652345 66.036888175175122 0.015970218796077972 6.2665377699095632 8.5074896356333856 -18.296686408099006 -23.241901816492497 -7.3518953992609397 2.7015965270996096 -3.1044938174161043 -2.2044060320282979 -1.3442326627395771 -11.056885210243431 -0.28584767168361325 -2.7851341624592627 -15.599322253863017 7.3941916306813553 -5.6973208109537765 0.12013417453526105 3.6078256477743893 -1.4400993443452395 -2.9910052414598138 0.17555830478668213 -1.5760968761560612 8.0211912217893104 3.6677536420962391 8.2172399342060096 -0.47220874170096505
leaf_weight=673966 57 36 20 29 1181 87 23 34 46 57 25 22 96 81 37 493 43 30 27 33 532 59 156 29 37 133 38 187 32 387
leaf_count=673966 57 36 20 29 1181 87 23 34 46 57 25 22 96 81 37 493 43 30 27 33 532 59 156 29 37 133 38 187 32 387
internal_value=0 -0.100264 0.864319 6.78045 -0.479855 -4.2821 -0.59481 -6.2622 -16.3817 -0.891244 -7.3074 2.83052 0.851072 2.59706 0.083103 -1.14887 -6.61082 -11.6004 2.31249 1.23213 -0.544633 -1.71957 -3.02213 1.43321 -2.59308 0.447216 0.597119 0.439249 1.26415 0.191425
internal_weight=0 4047 1140 262 2907 376 233 79 112 878 45 45 264 168 2531 573 80 66 154 127 833 301 213 88 70 1958 1825 1787 606 419
internal_count=678013 4047 1140 262 2907 376 233 79 112 878 45 45 264 168 2531 573 80 66 154 127 833 301 213 88 70 1958 1825 1787 606 419
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=52 2 2 1742849 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=7
split_feature=12 1 13 12 14 11 12 11 14 14 11 13 11 12 12 12 12 11 14 11 12 11 11 12 12 11 11 11 13 3
split_gain=4079.67 30581 157039 1.53268e+06 568885 160746 90505.2 75794 279287 65016.9 57966.5 24026.5 66462.1 55948.2 107767 59662.6 37916.9 77854.4 44721.1 37030.8 46349.9 67648.6 43021.8 84714.7 16799.8 16797.2 20856.7 16508 16406 77946.1
threshold=19.500000000000004 1.0000000180025095e-35 0 20.500000000000004 1 3.5000000000000004 20.500000000000004 3.5000000000000004 2 3 1.0000000180025095e-35 4 1.0000000180025095e-35 22.500000000000004 24.500000000000004 21.500000000000004 22.500000000000004 1.0000000180025095e-35 5 1.5000000000000002 23.500000000000004 2.5000000000000004 1.0000000180025095e-35 29.500000000000004 23.500000000000004 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 6 1.0000000180025095e-35
decision_type=2 2 9 2 1 2 2 2 1 1 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 9 2
left_child=-1 28 3 -3 -5 10 9 11 -9 27 -6 12 -8 15 -15 -14 17 -13 -19 22 -21 -22 23 -18 -12 -11 -27 -4 -2 -30
right_child=1 2 6 4 5 -7 7 8 -10 25 24 16 13 14 -16 -17 19 18 -20 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.001015506849306552 0.65824493591977906 23.597752675702495 -3.1233685455322266 -15.635442178899593 3.8478234070997974 7.7691196788441053 -3.4295050899187722 12.210174880981446 -0.12640330687813137 -2.939451388655038 -3.1492574537122575 2.2178521318869158 1.4743808004591201 -3.6817936189713016 5.4696090178056203 8.2539282989501963 -1.5702189475770982 -6.9967472040653238 -1.8596808888890721 4.3704256057739261 -2.036339107843546 3.3595977692377001 -4.3253691178781022 5.763750993637812 -0.21020582885276984 0.99991017142931637 -1.8480607869890002 -6.689493560791016 0.014358996932180993 -2.5815214216199696
leaf_weight=666326 365 31 25 22 26 33 24 25 69 29 37 44 27 31 22 25 63 20 111 42 52 42 27 21 41 60 45 27 10184 117
leaf_count=666326 365 31 25 22 26 33 24 25 69 29 37 44 27 31 22 25 63 20 111 42 52 42 27 21 41 60 45 27 10184 117
internal_value=0 0.0585831 0.581416 3.09417 -0.708782 1.6882 -0.0299747 0.530084 3.1546 -1.97372 -0.241323 0.0823439 1.22334 2.40336 0.116902 4.73378 -0.288594 -1.42157 -2.64397 0.502435 1.60861 0.374611 -0.852883 0.263274 -1.60437 -0.809046 -0.220649 -4.97501 0.00853515 -0.0151107
internal_weight=0 11687 1021 190 159 137 831 645 94 186 104 551 129 105 53 52 422 175 131 247 136 94 111 84 78 134 105 52 10666 10301
internal_count=678013 11687 1021 190 159 137 831 645 94 186 104 551 129 105 53 52 422 175 131 247 136 94 111 84 78 134 105 52 10666 10301
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=1122304 2 2 2 20608 2 900
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=8
split_feature=12 13 0 14 11 11 11 0 13 11 13 11 12 11 7 11 6 14 12 11 6 12 11 14 13 11 12 12 2 13
split_gain=4700.99 26801.8 167705 684808 44553 38513.4 46781.8 35240.4 136040 71042.4 44428.5 158542 86317.6 43940 83291.2 75930.5 22056.8 18234.7 17879.7 78083.2 41211.4 29878.7 20832.9 13864.4 13755.8 22385.5 83939.6 13017.1 271698 186292
threshold=26.500000000000004 0 1.0000000180025095e-35 1 3.5000000000000004 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2 2.5000000000000004 3 3.5000000000000004 28.500000000000004 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 4 29.500000000000004 2.5000000000000004 1.0000000180025095e-35 27.500000000000004 2.5000000000000004 5 6 1.5000000000000002 29.500000000000004 23.500000000000004 1.0000000180025095e-35 7
decision_type=2 9 2 1 2 2 2 2 9 2 9 2 2 2 2 2 2 1 2 2 2 2 2 1 9 2 2 2 2 9
left_child=27 2 18 4 5 6 -4 10 9 -9 11 16 -13 -12 15 -15 17 -3 19 21 23 -2 -22 -20 25 -10 -27 -1 29 -29
right_child=1 7 3 -5 -6 -7 -8 8 24 -11 13 12 -14 14 -16 -17 -18 -19 20 -21 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00016735176692644362 2.8628427028656009 2.2114369796543585 -2.799523553848267 15.485973347255163 3.4822016036068955 -3.68331254237407 2.2985020679897734 -2.3050674082802947 -1.1990234815412097 -7.6877922034845119 0.020819275353910198 2.6314458183620286 11.614106302261353 -8.0512932244936621 1.1892692849991169 -1.3595444434728379 -1.8029556936250544 -1.3573107546026058 -0.86724989967686794 -5.1295947007834917 -0.21007695061819895 -1.8416643982684171 3.2402171891927725 -3.3437756836414341 -0.47734695987701414 -3.3713220096769789 4.2333302447136409 1.2637627041318982 10.427412022077121 -0.95486470703866078
leaf_weight=674241 27 41 30 35 27 37 45 61 36 41 827 23 20 30 47 39 53 22 77 45 35 27 35 32 490 21 47 721 26 775
leaf_count=674241 27 41 30 35 27 37 45 61 36 41 827 23 20 30 47 39 53 22 77 45 35 27 35 32 490 21 47 721 26 775
internal_value=0 -0.144294 0.537248 2.98387 -0.164146 -1.04318 0.259292 -0.316852 -0.875687 -4.06972 0.0332205 1.52696 6.80943 -0.232369 -2.05746 -4.269 -0.299557 0.965208 -0.974763 -2.05313 -0.378347 0.510589 1.51507 -1.5943 -0.25442 0.745648 1.88483 0.000492065 0.292611 0.116472
internal_weight=0 2250 452 174 139 112 75 1798 696 102 1102 159 43 943 116 69 116 63 278 99 179 54 70 109 594 104 68 675763 1522 1496
internal_count=678013 2250 452 174 139 112 75 1798 696 102 1102 159 43 943 116 69 116 63 278 99 179 54 70 109 594 104 68 675763 1522 1496
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=659456 2 1155136 1081408 2 2 18433 67664
is_linear=0
shrinkage=0.1


Tree=984
num_leaves=31
num_cat=8
split_feature=12 13 0 14 13 14 11 9 14 6 11 1 11 0 11 11 11 0 0 12 14 11 11 0 11 11 12 13 14 11
split_gain=4111.75 24786.4 37360.3 12644.4 11883.8 65827.3 107281 16148.1 16867.9 87931 50877.9 26194.4 122715 165344 234680 93152.4 16257 15740.5 11219.5 10479 207027 468090 70439.9 162392 21038.2 90551.6 12728.3 27774.7 91227.3 36932.9
threshold=28.500000000000004 0 1.0000000180025095e-35 1 2 3 1.5000000000000002 1.0000000180025095e-35 4 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 27.500000000000004 5 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 26.500000000000004 6 7 1.0000000180025095e-35
decision_type=2 9 2 1 9 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 1 2
left_child=19 2 3 -2 5 6 -3 8 10 11 16 12 -10 -14 -15 -13 17 -6 -18 26 22 -22 24 -24 -21 -26 -1 28 -28 -30
right_child=1 4 -4 -5 7 -7 -8 -9 9 -11 -12 15 13 14 -16 -17 18 -19 -20 20 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=0.00044331725733572238 -0.63407389693748883 -1.8497261459762986 -2.7827519913280714 1.5146513787070006 0.30628254150925338 -2.5669815163863334 5.0416930379538698 -2.2614252870733087 -1.7015752268391986 -1.9676555090937122 -2.2747780907585802 3.7067111622203477 12.807781900865956 7.0129066428258318 -5.224250701904297 -4.2134448086773908 0.3683274131722567 -0.65151904400791238 2.3061983656375964 -1.3214925396676158 -2.3052559223245175 14.988792761440934 0.4684776605703892 -9.7343286661001365 5.6577860593795783 -0.86345659397980745 -0.06953120950390311 0.46769427653072643 -1.9455518059108567 -7.2717815995216375
leaf_weight=675763 161 37 85 33 361 38 58 33 43 87 107 33 20 42 25 27 82 327 47 51 34 29 39 26 31 68 136 137 23 30
leaf_count=675763 161 37 85 33 361 38 58 33 43 87 107 33 20 42 25 27 82 327 47 51 34 29 39 26 31 68 136 137 23 30
internal_value=0 -0.157849 -0.998742 -0.268569 0.0209269 0.884147 2.35767 -0.07847 -0.0191421 0.665329 -0.224335 1.87096 2.66864 4.82864 2.4468 0.142641 0.0442049 -0.148952 1.07437 0.00039435 0.614225 5.6555 -0.862985 -3.61264 0.328535 1.17855 0.00014195 -0.624559 -1.36863 -4.9604
internal_weight=0 1646 279 194 1367 133 95 1234 1201 277 924 190 130 87 67 60 817 688 129 676367 278 63 215 65 150 99 676089 326 189 53
internal_count=678013 1646 279 194 1367 133 95 1234 1201 277 924 190 130 87 67 60 817 688 129 676367 278 63 215 65 150 99 676089 326 189 53
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=131496 2 36928 2 2 2 1179664 2
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=6
split_feature=12 13 5 12 12 2 14 12 12 11 11 12 12 12 11 11 11 14 12 12 5 11 2 14 11 11 13 6 9 14
split_gain=3988.78 139850 557310 1.98609e+07 761991 241068 3.77482e+06 1.23665e+07 2.16782e+06 1.66802e+06 415871 816648 674305 386153 431596 339956 177281 161602 325165 155539 756186 1.75485e+06 595421 5.18175e+06 2.29346e+06 6.01714e+06 587552 956694 892248 876469
threshold=7.5000000000000009 0 1.0000000180025095e-35 8.5000000000000018 9.5000000000000018 1.0000000180025095e-35 1 9.5000000000000018 8.5000000000000018 2.5000000000000004 2.5000000000000004 12.500000000000002 10.500000000000002 10.500000000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002 2 13.500000000000002 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3 2.5000000000000004 3.5000000000000004 4 1.0000000180025095e-35 1.0000000180025095e-35 5
decision_type=2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 9 2 2 1
left_child=-1 2 5 -4 -5 -2 7 -7 9 -8 11 12 -9 15 -15 -10 17 18 -6 20 22 -22 26 24 -24 -26 28 29 -3 -28
right_child=1 19 3 4 16 6 8 10 13 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0066164809411570977 0.1076943066839621 0.98678289200733027 95.936597650701344 -21.600777189731602 -17.019402555624644 61.149499748974314 -3.188566766363202 5.1477766081138903 12.733506079073306 -33.232022530691971 -0.45201099079580942 -0.045142984730856761 27.49693517331724 -8.4287468415040241 1.7717356826948085 0.34204966154524952 0.43584889859299775 1.3809707465171814 -1.4029413445790608 -0.0045732825757061231 -31.04630757845365 -2.1839259284036654 -3.0922389205411185 4.615124701472971 -37.082531623045604 0.31017834834563429 0.86145124818135954 -1.395472021729153 -3.5532944361625178 -0.6709877114051328
leaf_weight=389234 27859 6265 22 20 24 41 33 27 27 42 179 70 27 104 69 123 176 25 30 230669 26 111 139 389 96 78 7010 6651 465 7982
leaf_count=389234 27859 6265 22 20 24 41 33 27 27 42 179 70 27 104 69 123 176 25 30 230669 26 111 139 389 96 78 7010 6651 465 7982
internal_value=0 -0.00889491 0.199757 4.50932 -2.80486 0.155075 1.93401 9.60601 -4.69706 -20.0129 2.63148 7.08264 16.3224 -1.14075 -4.36035 2.57251 -1.33067 -5.2662 -8.34359 -0.0321028 -0.249497 -7.66146 -0.214572 -3.09155 -12.6695 -20.3203 -0.143391 -0.397097 0.672094 0.0455543
internal_weight=0 288779 28898 297 275 28601 742 344 398 75 303 124 54 323 173 150 255 79 54 259881 29212 137 29075 702 313 174 28373 21643 6730 14992
internal_count=678013 288779 28898 297 275 28601 742 344 398 75 303 124 54 323 173 150 255 79 54 259881 29212 137 29075 702 313 174 28373 21643 6730 14992
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=82082 2 2 2 1056777 2
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=10
split_feature=0 13 12 12 13 11 14 11 11 11 14 11 11 12 12 13 13 11 14 13 12 11 11 12 12 11 13 13 11 11
split_gain=5143.06 58599 149455 559554 1.04682e+06 1.61138e+06 1.52913e+06 2.51596e+06 562430 618834 448078 1.55246e+06 1.22925e+06 215922 451462 953817 438415 462700 432529 686374 1.23504e+06 4.55066e+06 3.16333e+06 591555 349661 350243 1.62763e+06 1.23549e+06 1.9805e+06 552908
threshold=1.0000000180025095e-35 0 4.5000000000000009 3.5000000000000004 1 1.5000000000000002 2 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3 3.5000000000000004 2.5000000000000004 11.500000000000002 10.500000000000002 4 5 1.0000000180025095e-35 6 7 13.500000000000002 2.5000000000000004 3.5000000000000004 27.500000000000004 12.500000000000002 2.5000000000000004 8 9 3.5000000000000004 1.5000000000000002
decision_type=2 9 2 2 9 2 1 2 2 2 1 2 2 2 2 9 9 2 1 9 2 2 2 2 2 2 9 9 2 2
left_child=-1 2 3 -2 8 6 -6 -8 -5 -10 11 -11 -12 14 -4 16 -16 -18 19 20 21 -15 -23 24 25 26 29 28 -27 -20
right_child=1 -3 13 4 5 -7 7 -9 9 10 12 -13 -14 18 15 -17 17 -19 23 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0049034084080306854 -0.14423508058033988 0.025469628284949808 -0.23297562788931891 -4.8698906303681051 -5.4888964760082741 -3.8099062388825491 0.014943114916483561 33.320555487344436 9.2669839685613464 -2.6583615406622156 9.2491499540821618 5.4624628107791278 1.4892860108945105 -2.942333794318909 1.294720363045881 -4.687951322120874 4.84073135227833 -2.1229301498903905 2.5858526397169683 -0.69093981798364856 -0.088534993922678384 25.959814935655739 2.2493470000237532 13.401280021667482 0.26117452324375395 -2.3413484587705224 -2.9485725090720436 -2.5367810259854822 15.049355262933776 11.066953339819181
leaf_weight=515277 11501 111018 18406 97 54 654 48 43 143 534 302 421 630 281 825 725 103 1296 114 8570 1488 134 97 37 4064 133 210 443 129 236
leaf_count=515277 11501 111018 18406 97 54 654 48 43 143 534 302 421 630 281 825 725 103 1296 114 8570 1488 134 97 37 4064 133 210 443 129 236
internal_value=0 -0.015489 -0.103396 0.16989 1.4046 -1.67439 7.84207 15.7528 2.55705 2.92453 2.44389 0.921604 4.00375 -0.209151 -0.417018 -1.56571 -0.524454 -1.59881 0.0694008 -0.301797 1.36232 5.60548 16.0035 0.80059 0.713102 2.16499 4.03197 0.681994 5.99253 8.07386
internal_weight=0 162736 51718 14427 2926 799 145 91 2127 2030 1887 955 932 37291 21355 2949 2224 1399 15936 10570 2000 512 231 5366 5329 1265 560 705 262 350
internal_count=678013 162736 51718 14427 2926 799 145 91 2127 2030 1887 955 932 37291 21355 2949 2224 1399 15936 10570 2000 512 231 5366 5329 1265 560 705 262 350
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=2031948 1245188 2 2 1507328 1310720 2 589832 655424 1048580
is_linear=0
shrinkage=0.1


Tree=987
num_leaves=31
num_cat=8
split_feature=13 9 11 12 12 14 11 11 12 12 11 12 12 12 13 13 12 12 11 14 12 11 11 12 14 12 12 13 14 12
split_gain=5106.05 91610.7 466203 1.50171e+06 695720 1.72931e+06 4.45799e+06 6.01493e+06 788071 1.6388e+06 2.84867e+06 1.46518e+06 934283 1.30314e+06 791011 599034 884226 2.17228e+06 1.70011e+06 594355 554470 409366 411044 623715 1.01408e+06 379179 1.03979e+06 1.24916e+06 2.71336e+06 602721
threshold=0 1.0000000180025095e-35 3.5000000000000004 16.500000000000004 1.0000000180025095e-35 1 1.5000000000000002 2.5000000000000004 5.5000000000000009 9.5000000000000018 2.5000000000000004 6.5000000000000009 7.5000000000000009 8.5000000000000018 2 3 6.5000000000000009 7.5000000000000009 1.5000000000000002 4 17.500000000000004 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 5 14.500000000000002 16.500000000000004 6 7 17.500000000000004
decision_type=9 2 2 2 2 1 2 2 2 2 2 2 2 2 9 9 2 2 2 1 2 2 2 2 1 2 2 9 1 2
left_child=1 -1 4 -4 5 6 -3 -8 14 10 15 -12 19 -14 21 16 -10 18 -18 -13 -5 -6 23 24 -23 -11 27 28 -27 -28
right_child=-2 2 3 20 8 -7 7 -9 9 25 11 12 13 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.0016311059781807969 0.0050848158867594639 -22.146900622049969 -2.049664932004962 19.739879076104415 2.2815522615011639 -0.45981251245844157 54.369246673583987 -13.082627258300782 -4.7457927841889234 -1.8448357811462721 -0.92711932924058704 11.140198382624874 1.9163666718094436 15.889629141489664 -0.24390028129756308 -1.0588379987325627 3.8859491594376103 -0.061531263148784647 34.760101754324779 24.86135860618792 4.7357813746588571 -18.41239439646403 -3.1055784484360118 1.4889162250593597 -4.4629125193545693 30.217033216688368 -9.454383645147086 0.67332215854363853 -2.6430578308219608 -0.27889396628394486
leaf_weight=165146 504419 21 2307 38 77 167 39 20 76 1581 108 54 135 132 1247 814 31 125 42 76 70 96 326 51 114 54 100 248 47 252
leaf_count=165146 504419 21 2307 38 77 167 39 20 76 1581 108 54 135 132 1247 814 31 125 42 76 70 96 326 51 114 54 100 248 47 252
internal_value=0 -0.0147985 -0.33599 -1.51013 0.134015 5.33148 17.4208 31.5042 -0.0878604 0.731713 3.19308 9.40009 12.2095 8.8245 -1.74974 0.312072 4.26767 7.94292 21.6492 19.1618 10.015 -4.50618 -5.47333 -8.43076 -10.8398 -0.986499 0.949349 4.81723 13.581 -2.88557
internal_weight=0 173594 8448 2415 6033 247 80 59 5786 3875 1593 505 397 267 1911 1088 274 198 73 130 108 664 587 261 210 2282 701 349 101 352
internal_count=678013 173594 8448 2415 6033 247 80 59 5786 3875 1593 505 397 267 1911 1088 274 198 73 130 108 664 587 261 210 2282 701 349 101 352
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1368648 2 1048576 16384 2 2 1048576 2
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=7
split_feature=12 13 1 11 0 14 9 11 7 6 14 11 11 14 0 11 14 6 1 13 11 12 11 0 14 11 11 0 11 12
split_gain=4618.8 22911.2 60368.2 91889.8 47315.8 49175.3 32977 28756.6 91030.5 46223.4 24931.6 17828.5 12866.8 47186.6 61476.7 31994 58184.4 94533.1 24538.4 21292.4 69107.6 7850.21 169603 529073 114865 45745.8 43683.9 19523.1 54465.6 10174.9
threshold=28.500000000000004 0 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2 1.5000000000000002 1.5000000000000002 3 1.0000000180025095e-35 1.0000000180025095e-35 4 1.0000000180025095e-35 1.0000000180025095e-35 5 3.5000000000000004 27.500000000000004 2.5000000000000004 1.0000000180025095e-35 6 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 26.500000000000004
decision_type=2 9 2 2 2 1 2 2 2 2 1 2 2 1 2 2 1 2 2 9 2 2 2 2 1 2 2 2 2 2
left_child=21 6 4 -4 7 -6 12 10 9 -9 -3 -7 15 19 -15 18 17 -17 -2 -14 -21 29 24 26 27 -26 -24 -23 -29 -1
right_child=1 2 3 -5 5 11 -8 8 -10 -11 -12 -13 13 14 -16 16 -18 -19 -20 20 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00045171460895206703 -0.37926817045930555 0.22143637199694033 0.24187934512183784 -9.2292309951782237 -0.76550839249702074 -6.6143099524758089 3.3784990024566657 6.9893362435801283 -2.76612423317773 1.2396523087112994 -2.2697640134363759 -2.6324306322180711 -0.30593634695740224 -0.66647109452522169 -6.1903739682559316 -1.3560723348575481 4.6387013457038186 5.0949802337154271 2.808141827583313 4.3644847064548067 -0.81964176972707115 -0.69811672133557945 -4.3352190647806443 15.205937615756334 -1.8945149569284347 -8.169726713345602 1.4788205782572428 -2.1793372948964436 3.8188555265345223 -0.55835538527076956
leaf_weight=675763 340 223 21 20 136 22 30 29 28 27 49 23 312 66 29 85 44 31 26 45 60 85 28 29 21 26 24 24 41 326
leaf_count=675763 340 223 21 20 136 22 30 29 28 27 49 23 312 66 29 85 44 31 26 45 60 85 28 29 21 26 24 24 41 326
internal_value=0 -0.167316 -0.668033 -4.37817 -0.397203 -1.71365 0.108906 0.272112 1.8894 4.21717 -0.227346 -4.57913 0.0154581 -0.341399 -2.35272 0.362817 1.54238 0.367916 -0.15284 0.116815 1.2802 0.000400725 0.531687 4.38368 -1.05213 -5.36591 -1.65182 0.299527 1.60414 0.000182266
internal_weight=0 1646 578 41 537 181 1068 356 84 56 272 45 1038 512 95 526 160 116 366 417 105 676367 278 81 197 47 52 150 65 676089
internal_count=678013 1646 578 41 537 181 1068 356 84 56 272 45 1038 512 95 526 160 116 366 417 105 676367 278 81 197 47 52 150 65 676089
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=569425 2 2 2 2 532496 2
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=11
split_feature=6 13 11 12 13 14 12 13 14 13 12 12 12 12 12 12 13 12 12 13 12 12 12 12 12 12 14 13 11 13
split_gain=4487.36 92871 332449 616579 688130 1.52014e+06 648066 716911 686889 1.71278e+06 3.58728e+06 1.2397e+07 3.91589e+06 1.26113e+07 1.58443e+06 621490 610861 706312 1.16631e+06 704613 2.01615e+06 1.11422e+06 1.56303e+06 423286 1.06182e+06 714291 324524 355829 331234 682972
threshold=1.0000000180025095e-35 0 3.5000000000000004 1.0000000180025095e-35 1 2 1.5000000000000002 3 4 5 11.500000000000002 10.500000000000002 7.5000000000000009 6.5000000000000009 13.500000000000002 5.5000000000000009 6 4.5000000000000009 5.5000000000000009 7 7.5000000000000009 14.500000000000002 15.500000000000002 7.5000000000000009 10.500000000000002 9.5000000000000018 8 9 3.5000000000000004 10
decision_type=2 9 2 2 9 1 2 9 1 9 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 1 9 2 9
left_child=-1 2 -2 4 5 -4 7 -5 9 10 11 12 13 15 -12 -8 17 -10 -19 20 -20 23 -23 -21 25 -25 27 28 -3 -30
right_child=1 26 3 6 -6 -7 8 -9 16 -11 14 -13 -14 -15 -16 -17 -18 18 19 21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00452499144654537 0.16244102903925572 -0.33917743255217525 -0.20556821425755822 -10.892686487280805 0.6098663294113289 23.276808974322151 3.2429226436151199 -2.0228583341264454 -3.3983959720165879 -0.79362419356793279 -9.2423015503656298 42.820064154730908 -6.9570125675201417 47.542024615113171 1.1988343956106799 -8.5217500906724197 -3.2954508956740884 6.7730165925317882 24.043590224872936 -5.0485627266356188 0.20272300816624544 13.32517822009175 -1.8087589633464813 -0.52001388764717216 -3.9774020300051314 7.2862316000802183 0.13215241865879065 -0.7566209030826988 3.1413137252734344 0.13457959608704437
leaf_weight=518152 73026 16717 60 105 285 51 329 521 689 3539 210 90 240 71 472 52 1146 245 44 394 183 119 160 355 648 175 40006 10956 823 8150
leaf_count=518152 73026 16717 60 105 285 51 329 521 689 3539 210 90 240 71 472 52 1146 245 44 394 183 119 160 355 648 175 40006 10956 823 8150
internal_value=0 0.0146403 0.0877896 -0.447476 3.42094 9.70895 -0.604 -3.71693 -0.391284 0.398119 3.26212 7.90716 3.36646 8.84795 -2.01618 1.63725 -1.34111 -0.584646 0.247394 -0.521989 4.62032 -1.17126 4.64622 -2.2112 -1.2622 2.05752 -0.0647695 -0.279765 -0.0760757 0.414007
internal_weight=0 159861 83209 10183 396 111 9787 626 9161 5003 1464 782 692 452 682 381 4158 3012 2323 2078 227 1851 279 1572 1178 530 76652 36646 25690 8973
internal_count=678013 159861 83209 10183 396 111 9787 626 9161 5003 1464 782 692 452 682 381 4158 3012 2323 2078 227 1851 279 1572 1178 530 76652 36646 25690 8973
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=491612 24 2 16 2 80 163852 32772 2 1599489 2048
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=9
split_feature=13 10 11 12 13 13 12 12 11 14 11 12 12 14 11 14 13 12 13 11 12 12 12 13 12 11 12 12 12 11
split_gain=5885.58 39612.2 112091 324873 309733 217273 400122 948484 2.19547e+06 382073 348478 182056 157891 274135 153741 149689 829520 1.2505e+06 523569 1.00115e+06 1.14453e+06 1.96944e+06 704292 1.05045e+06 1.44246e+06 1.87866e+06 967474 662052 2.59328e+06 518210
threshold=0 1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 1 2 10.500000000000002 9.5000000000000018 1.0000000180025095e-35 3 1.0000000180025095e-35 5.5000000000000009 8.5000000000000018 4 1.0000000180025095e-35 5 6 8.5000000000000018 7 2.5000000000000004 10.500000000000002 7.5000000000000009 2.5000000000000004 8 1.0000000180025095e-35 2.5000000000000004 8.5000000000000018 3.5000000000000004 4.5000000000000009 3.5000000000000004
decision_type=9 2 2 2 9 9 2 2 2 1 2 2 2 1 2 1 9 2 9 2 2 2 2 9 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 12 -9 -8 -11 -6 13 14 -7 18 17 -17 19 -4 21 27 23 -20 -25 -26 -24 -21 -29 -28
right_child=1 2 15 5 11 6 9 8 -10 10 -12 -13 -14 -15 -16 16 -18 -19 22 20 -22 -23 26 24 25 -27 29 28 -30 -31
leaf_value=-0.0075129827088706346 0.0032478090983943386 2.7076764179026989 -3.18826731376245 -1.174664040683191 -2.0872014371743277 1.5426374336768842 -2.3931111474369846 39.312144474188493 0.47723103085079716 -0.73299592551538506 10.384416807139361 -6.5486282976988326 -2.5374671880098489 -1.809979830290142 10.729039892858388 2.6811313729845523 -1.9090561929992096 -2.4489540529855787 0.22621493800146744 -5.0560300048516726 -3.0470475513787791 24.934439741675533 -1.4547454984108545 -6.4581371716090619 2.0105885980403531 19.768760189934383 2.302587186522127 33.870422461725056 0.84340483347574868 -0.97162664669804877
leaf_weight=411980 254213 117 142 385 630 29 258 24 37 59 54 107 65 57 49 1526 1585 690 495 49 87 67 2518 56 113 126 1684 31 102 678
leaf_count=411980 254213 117 142 385 630 29 258 24 37 59 54 107 65 57 49 1526 1585 690 495 49 87 67 2518 56 113 126 1684 31 102 678
internal_value=0 0.011568 0.190521 -0.519596 -1.95757 0.687907 1.81245 4.84101 15.7565 -0.269302 4.57975 -2.69831 1.51178 3.46141 7.31358 0.324064 -0.169249 1.0789 0.629056 3.77263 6.82672 10.2766 0.356758 3.1274 7.72592 11.3726 -0.0910359 4.88058 8.54143 1.36274
internal_weight=0 266033 11820 1871 854 1017 632 261 61 371 113 737 200 135 78 9949 3801 2216 6148 478 336 249 5670 790 295 239 4880 182 133 2362
internal_count=678013 266033 11820 1871 854 1017 632 261 61 371 113 737 200 135 78 9949 3801 2216 6148 478 336 249 5670 790 295 239 4880 182 133 2362
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1368669 2097568 528674 2 2 2 655648 2097280 720928
is_linear=0
shrinkage=0.1


Tree=991
num_leaves=31
num_cat=11
split_feature=13 7 11 12 12 13 14 12 12 13 12 12 12 12 12 12 12 12 12 11 11 13 14 14 13 14 14 11 12 13
split_gain=4767 38232 394583 308463 456281 360493 454073 860032 385893 345023 268401 1.09104e+06 611956 455473 352709 256258 204518 188320 1.50053e+06 3.47762e+06 4.13308e+06 8.5223e+06 3.10658e+07 3.57106e+06 2.83631e+06 1.46445e+06 1.17162e+06 680012 538000 512092
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 11.500000000000002 1 2 14.500000000000002 14.500000000000002 3 6.5000000000000009 7.5000000000000009 8.5000000000000018 9.5000000000000018 5.5000000000000009 7.5000000000000009 18.500000000000004 5.5000000000000009 6.5000000000000009 3.5000000000000004 2.5000000000000004 4 5 6 7 8 9 1.5000000000000002 3.5000000000000004 10
decision_type=9 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 1 1 9 1 1 2 2 9
left_child=-1 -2 3 4 9 6 7 -6 -8 15 14 -12 -13 -14 -11 -3 -5 28 19 20 24 22 -22 -23 26 -26 27 -19 29 -4
right_child=1 2 17 16 5 -7 8 -9 -10 10 11 12 13 -15 -16 -17 -18 18 -20 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.006761660039295684 0.021918455472831173 -2.0031802743586438 6.9019053561346873 7.6541321709752088 -23.554934353298613 -1.1532304121036057 0.57438165131261798 -3.1235322622876418 -14.696022991512132 0.025724137190110137 18.567078339426143 -11.936705537523544 13.33117015361786 -0.050426347794071326 -8.0546141124907003 -7.6491134452819827 -0.85477036416138474 -1.8523027992248537 -0.13378379124250353 -5.754414501129248 95.789896954230542 -10.464251974354621 -0.91588361075754909 13.31814189359546 -17.159313440322876 -1.3435545453373692 2.8382742608111839 18.33020861786191 -1.4458750618424192 0.074016806113976846
leaf_weight=411980 243588 343 102 56 45 131 59 38 23 379 38 35 32 124 63 105 57 20 10777 313 53 115 89 140 92 161 230 101 2980 5744
leaf_count=411980 243588 343 102 56 45 131 59 38 23 379 38 35 32 124 63 105 57 20 10777 313 53 115 89 140 92 161 230 101 2980 5744
internal_value=0 0.0104106 -0.114475 -1.66578 -2.06729 -5.55876 -8.47306 -14.2008 -3.70878 -1.14373 0.308983 3.09218 0.0134025 2.69452 -1.126 -3.25382 3.36203 -0.00115124 0.255208 3.44559 6.32232 14.2481 32.8642 2.49491 1.11281 -6.82498 6.83409 14.9943 -0.352346 0.205081
internal_weight=0 266033 22445 1528 1415 296 165 83 82 1119 671 229 191 156 442 448 113 20917 12091 1314 1001 397 142 255 604 253 351 121 8826 5846
internal_count=678013 266033 22445 1528 1415 296 165 83 82 1119 671 229 191 156 442 448 113 20917 12091 1314 1001 397 142 255 604 253 351 121 8826 5846
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1368669 198784 2 131234 131072 2 2 530432 2 2 65538
is_linear=0
shrinkage=0.1


Tree=992
num_leaves=31
num_cat=6
split_feature=13 5 11 12 14 12 12 11 12 8 12 11 14 11 11 12 14 2 11 9 11 12 14 12 14 6 12 1 1 11
split_gain=4898.24 520359 6.69382e+06 1.2202e+07 1.8363e+06 298155 161705 127735 58302.7 435349 1.42985e+06 3.95147e+06 6.82824e+06 2.78958e+06 1.20201e+06 476480 574984 414690 3.48537e+06 304523 2.53501e+06 7.91724e+06 2.46936e+06 424814 1.55277e+06 187823 212323 2.1768e+06 1.16272e+06 640730
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1 6.5000000000000009 11.500000000000002 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 2 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 3 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 4 1.5000000000000002 5 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004
decision_type=9 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 1 2 1 2 2 2 2 2
left_child=1 8 3 -3 5 -4 -7 -8 9 17 13 -12 -13 14 -11 -15 -17 19 -19 25 23 22 -22 -21 -25 26 28 29 -1 -28
right_child=-2 2 4 -5 -6 6 7 -9 -10 10 11 12 -14 15 -16 16 -18 18 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.083910258998097953 -0.0019344739717004423 91.96394889137963 -9.3156395652077428 -13.357855943861333 -26.098003393231018 11.128991603851318 6.5098277168273926 -2.9062826920958127 -0.078546482085588384 -0.80830505752563475 -6.9538130844210064 70.207074584960935 -4.4681839307149254 -27.007390562693281 29.621877394782175 -21.303218356045811 1.0783059696356456 3.083954971439236 -39.755794302622483 -1.2628506333132585 5.6325039034798037 46.202813024106234 -36.365432584853401 0.97057527673655553 -35.248494434356694 -1.1525686642636921 1.0655423438655958 21.904286240558235 -12.976875747459523 -5.2860597404123055
leaf_weight=5608 645047 22 22 22 33 22 25 34 23045 25 47 25 24 24 27 22 24 91 24 60 42 46 21 29 20 1063 2230 49 69 171
leaf_count=5608 645047 22 22 22 33 22 25 34 23045 25 47 25 24 24 27 22 24 91 24 60 42 46 21 29 20 1063 2230 49 69 171
internal_value=0 0.0375792 5.39959 39.303 -5.56918 1.00802 3.81197 1.08359 0.00815244 0.213262 4.63177 13.7616 33.6314 -2.55234 14.992 -15.5853 -9.6259 0.112114 -5.85651 0.185073 3.87902 14.6626 -8.36681 -6.90453 -13.8127 0.0974469 0.260947 1.039 -0.0748345 0.613179
internal_weight=0 32966 180 44 136 103 81 59 32786 9741 218 96 49 122 52 70 46 9523 115 9408 218 109 63 109 49 9190 8127 2450 5677 2401
internal_count=678013 32966 180 44 136 103 81 59 32786 9741 218 96 49 122 52 70 46 9523 115 9408 218 109 63 109 49 9190 8127 2450 5677 2401
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2162976 2 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=993
num_leaves=31
num_cat=6
split_feature=5 13 12 12 12 11 12 12 12 13 12 11 11 12 11 12 12 12 11 14 11 14 12 13 11 12 11 13 12 11
split_gain=6041.75 966990 1.12088e+07 971702 321190 1.55674e+06 1.80915e+06 394425 109627 84015.3 92305.5 169194 387397 872617 166546 162781 132103 125939 96675.4 75738.5 68460.2 76838.1 51054.1 45330.1 189133 155841 113200 89670.2 102191 89651.9
threshold=1.0000000180025095e-35 0 8.5000000000000018 11.500000000000002 8.5000000000000018 1.0000000180025095e-35 7.5000000000000009 7.5000000000000009 13.500000000000002 1 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 5.5000000000000009 1.5000000000000002 4.5000000000000009 1.5000000000000002 2 4.5000000000000009 3 1.5000000000000002 4 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 5 13.500000000000002 1.5000000000000002
decision_type=2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 1 2 9 2 2 2 9 2 2
left_child=-1 2 -2 -4 5 6 22 9 -5 10 14 12 15 -14 -7 18 -13 19 -12 -15 21 -18 -3 24 -6 29 27 -27 -29 -25
right_child=1 4 3 8 23 7 -8 -9 -10 -11 11 16 13 17 -16 -17 20 -19 -20 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=0.00072004145539057251 55.112130108395142 -9.8905068030724159 -28.004530069102415 -9.4250298385620113 -5.7597311035792034 -7.3448461348010659 -32.564698715209964 -5.5479608052015301 -1.0612651926953169 -0.55012521720539753 1.8989213307698567 -6.6403244510773689 25.705948829650879 9.9548855304718025 4.1890976769583572 4.6139079871277016 -0.26949806167529178 -1.6810919546311902 -3.96396740659078 2.7233158898353578 -2.3575745563881072 5.6463392659237517 -5.0541675984859467 0.91581997871398935 0.041104141122025636 0.32894515001548913 -0.23159546527218736 5.705509309266743 1.114299937239801 7.0937368139353669
leaf_weight=673966 37 26 23 25 60 31 30 125 42 471 45 31 22 28 21 60 52 31 75 30 51 38 136 41 889 255 1123 95 99 55
leaf_count=673966 37 26 23 25 60 31 30 125 42 471 45 31 22 28 21 60 52 31 75 30 51 38 136 41 889 255 1123 95 99 55
internal_value=0 -0.12183 8.13756 -10.27 -0.409133 -1.693 -10.0076 -0.256096 -4.18207 0.41478 1.28302 1.75659 3.22626 7.87255 -2.68691 0.361047 -0.72988 3.4643 -1.76538 6.21442 0.569579 2.2283 -5.83037 0.22854 -0.322255 0.540603 0.30498 1.64701 3.19774 4.45525
internal_weight=0 4047 127 90 3920 1303 192 1111 67 986 515 463 291 111 52 180 172 89 120 58 141 90 162 2617 949 1668 1572 449 194 96
internal_count=678013 4047 127 90 3920 1303 192 1111 67 986 515 463 291 111 52 180 172 89 120 58 141 90 162 2617 949 1668 1572 449 194 96
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=288 546961 2 2 1579013 16
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=5
split_feature=13 5 12 11 12 1 1 12 12 3 14 12 12 11 14 0 6 14 14 1 12 8 7 12 12 10 11 11 8 2
split_gain=4910.26 2.41032e+06 2.75048e+06 243337 336562 1.83404e+06 686174 1.23426e+06 307563 1.3533e+07 5.39376e+07 2.23655e+06 812142 699846 1.44661e+06 1.94943e+06 634710 1.00028e+06 373397 1.11118e+06 1.0618e+06 808449 408502 408105 594593 375925 465101 360990 1.048e+07 5.82347e+06
threshold=0 1.0000000180025095e-35 12.500000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 10.500000000000002 1.0000000180025095e-35 1 14.500000000000002 11.500000000000002 2.5000000000000004 2 1.0000000180025095e-35 1.0000000180025095e-35 3 4 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=9 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -6 -8 18 12 11 -11 13 14 -10 -16 -15 -18 19 25 21 22 -20 -24 -25 27 -27 -5 29 -29
right_child=-2 2 -4 8 6 -7 7 -9 9 10 -12 -13 -14 16 15 -17 17 -19 20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.21388302140917098 -0.001098568849287423 45.445625427246092 -0.58571786174067753 0.45708932761457605 -0.93847805871050916 26.675823805067274 -28.210258659949673 -2.0585581569348355 0.25662455498417719 -43.395756340026857 169.7773168149202 1.4695621948242188 0.76022964790101022 3.9574626092325178 -31.414608945651931 -0.2504263401031494 -26.879067611694339 1.9924301775296531 -0.41469807417695465 -22.09400040762765 -7.881199074799742 -9.8033110869684439 1.0612228369411034 24.289752197265628 4.5586366721561982 -0.078298828624329478 -15.830590761118922 -1.3220805817765822 64.235736649124718 46.116991961443865
leaf_weight=875 667120 25 27 1691 2815 27 26 59 79 20 23 25 1439 114 49 34 20 30 2213 21 201 87 158 21 56 53 29 622 27 27
leaf_count=875 667120 25 27 1691 2815 27 26 59 79 20 23 25 1439 114 49 34 20 30 2213 21 201 87 158 21 56 53 29 622 27 27
internal_value=0 0.0665564 21.5447 -0.0364046 -0.681047 1.00598 -1.20577 -10.0579 0.311789 1.42578 45.2015 -18.4706 -0.260762 -4.76753 -9.42936 -18.6486 -0.162547 -9.55617 -0.0804413 0.810897 -0.885122 -0.330404 0.00625605 3.97039 9.93985 1.00731 -5.64923 1.23791 3.19111 0.651502
internal_weight=0 10893 52 10841 3802 902 2900 85 7039 1833 68 45 1765 326 162 83 164 50 5206 2470 2736 2535 2448 235 77 2449 82 2367 676 649
internal_count=678013 10893 52 10841 3802 902 2900 85 7039 1833 68 45 1765 326 162 83 164 50 5206 2470 2736 2535 2448 235 77 2449 82 2367 676 649
cat_boundaries=0 1 2 3 4 5
cat_threshold=32 2 2 2 2
is_linear=0
shrinkage=0.1


Tree=995
num_leaves=31
num_cat=4
split_feature=5 13 12 12 12 11 12 13 12 12 11 12 12 11 12 14 11 11 12 12 14 12 12 11 12 12 12 11 11 11
split_gain=7671.23 445493 9.17642e+06 1.1771e+06 253962 1.23415e+06 1.53893e+06 313994 1.51314e+06 110779 97740.5 136031 94483.2 92548.4 110045 154713 105888 55898.7 75601.6 41353.8 39183.7 82598.4 68962.3 91141.2 231017 159344 66465.9 105090 202981 49427.1
threshold=1.0000000180025095e-35 0 8.5000000000000018 10.500000000000002 8.5000000000000018 1.0000000180025095e-35 7.5000000000000009 1 7.5000000000000009 7.5000000000000009 1.5000000000000002 13.500000000000002 6.5000000000000009 2.5000000000000004 5.5000000000000009 2 1.5000000000000002 2.5000000000000004 15.500000000000002 1.5000000000000002 3 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 2.5000000000000004 3.5000000000000004 3.5000000000000004 2.5000000000000004 3.5000000000000004
decision_type=2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 19 9 13 12 11 -5 20 14 15 -9 -16 18 -12 -3 26 22 -22 24 -24 -26 27 28 -7 -28
right_child=1 4 3 10 -6 7 -8 8 -10 -11 17 -13 -14 -15 16 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=0.00081464280312824574 50.700837092929419 -8.9013462653526894 -24.798342426617943 -8.7571006254716348 0.18212451018792711 0.92005634307861328 -30.636489609309606 -7.7089413317306992 -19.593155369551287 4.5420388469213178 4.859517114427355 -0.60772041722580239 -3.1043827763625558 1.2725278903378383 -3.8324914672157981 -0.47827511474267759 4.9734189298417837 -2.9665330089904645 -1.9138032546410195 -4.5486410388613452 -0.57211627494998096 -1.7929651742511326 14.137346923828126 0.51877499676269034 -3.417241409301758 6.9173399660635644 4.3733368470751008 0.82432034274181698 -9.4194446114932795 0.035224135716756186
leaf_weight=673966 36 26 24 33 2498 43 28 53 46 79 45 54 63 180 22 67 36 27 26 136 41 45 25 46 25 37 58 166 34 48
leaf_count=673966 36 26 24 33 2498 43 28 53 46 79 45 54 63 180 22 67 36 27 26 136 41 45 25 46 25 37 58 166 34 48
internal_value=0 -0.137276 3.91016 -3.96238 -0.407306 -1.53957 -8.9888 -0.269053 -2.45923 0.997771 -1.25934 -3.69886 0.569848 -0.326355 -1.9432 -3.67182 1.63325 0.906357 2.37915 -5.24722 0.977378 2.02588 3.01351 4.11886 6.02235 2.75017 0.319435 -0.592023 -3.64544 2.40891
internal_weight=0 4047 245 209 3802 1304 190 1114 404 710 185 87 631 358 178 120 58 98 71 162 568 219 174 133 87 62 349 243 77 106
internal_count=678013 4047 245 209 3802 1304 190 1114 404 710 185 87 631 358 178 120 58 98 71 162 568 219 174 133 87 62 349 243 77 106
cat_boundaries=0 1 2 3 4
cat_threshold=8232 1740801 2 2
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=8
split_feature=5 12 12 11 13 11 13 11 12 13 14 11 13 13 11 11 12 12 12 12 12 11 14 12 12 14 12 12 12 11
split_gain=6213.7 172573 859548 9.1426e+06 637297 486671 409824 1.62451e+06 1.29571e+06 235089 109077 75556.4 142166 69649.7 380595 76495.5 67856.5 97527.4 132212 101679 64896.5 64974.8 62075.1 59807.7 57165.9 53704.8 72752.2 57600.7 52633.9 121892
threshold=1.0000000180025095e-35 7.5000000000000009 8.5000000000000018 1.0000000180025095e-35 0 1.0000000180025095e-35 1 2.5000000000000004 12.500000000000002 2 3 1.0000000180025095e-35 4 5 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 5.5000000000000009 3.5000000000000004 6.5000000000000009 2.5000000000000004 6 3.5000000000000004 2.5000000000000004 7 14.500000000000002 19.500000000000004 2.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 9 2 9 2 2 9 1 2 9 9 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2
left_child=-1 4 3 -3 13 22 7 8 -4 10 23 12 -8 15 -15 -2 17 19 -19 28 21 -17 -6 -7 -12 26 -14 -28 29 -11
right_child=1 2 6 -5 5 9 11 -9 -10 16 24 -13 25 14 -16 20 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00073323662483295465 4.9592371415400853 56.167269189896132 -39.801970199942588 -4.3595193122047933 -8.8407095300740206 2.3504748687744139 4.1405600942233027 -0.15775570246428927 -7.1549312499261681 -6.557105163206538 1.5818334738413493 0.00021656558011509794 2.6536601604231254 -11.119228956617158 0.67224246775578766 -1.971456297125135 -8.4120252897864898 4.0076997220516208 -5.2327971426645918 -9.8147513283623606 5.9942269975488838 2.4369917508214716 -15.096980238131117 -3.947299318564566 8.6390000728043645 -1.3856584457326528 -1.8441617179162724 2.7489078719364972 0.53072104972341794 1.5344868024190268
leaf_weight=673966 69 31 20 128 29 25 126 221 31 83 24 1904 149 29 488 70 38 32 30 36 22 64 35 38 22 121 97 38 23 24
leaf_count=673966 69 31 20 128 29 25 126 221 31 83 24 1904 149 29 488 70 38 32 30 36 22 64 35 38 22 121 97 38 23 24
internal_value=0 -0.123549 0.295637 7.4413 -1.14081 -4.10895 -0.124075 -3.733 -19.9577 -2.82705 1.14947 0.293184 1.34919 0.661732 0.0106199 2.09373 -4.33671 -3.84769 -0.463508 -5.11167 0.960503 0.134071 -12.2621 -1.44818 4.957 0.369411 1.13018 -0.551298 -3.80927 -4.74217
internal_weight=0 4047 2866 159 1181 439 2707 272 51 375 109 2435 531 742 517 225 266 228 62 166 156 134 64 63 46 405 284 135 130 107
internal_count=678013 4047 2866 159 1181 439 2707 272 51 375 109 2435 531 742 517 225 266 228 62 166 156 134 64 63 46 405 284 135 130 107
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1069201 33 559104 2 1515520 16 2 2
is_linear=0
shrinkage=0.1


Tree=997
num_leaves=31
num_cat=12
split_feature=6 12 12 13 14 13 11 13 11 11 13 13 11 11 13 11 11 13 12 11 11 14 13 13 12 11 13 12 12 12
split_gain=5207.99 82648.9 500436 2.26573e+06 1.61492e+06 2.88425e+06 7.60025e+06 1.49857e+06 1.1905e+06 4.49568e+06 5.56745e+06 1.92882e+06 7.93636e+06 1.53455e+06 772958 695692 570812 516317 714701 1.04537e+06 723144 574761 1.84361e+06 1.26018e+06 942081 960319 2.56436e+06 2.36215e+06 3.62382e+06 781237
threshold=1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 0 1 2 1.0000000180025095e-35 3 1.0000000180025095e-35 1.5000000000000002 4 5 2.5000000000000004 2.5000000000000004 6 3.5000000000000004 3.5000000000000004 7 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 8 9 10 2.5000000000000004 3.5000000000000004 11 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 2 9 1 9 2 9 2 2 9 9 2 2 9 2 2 9 2 2 2 1 9 9 2 2 9 2 2 2
left_child=-1 2 17 4 5 6 -4 8 -6 10 -10 12 -11 14 -13 -15 -14 18 19 20 -2 23 29 -19 25 -24 -27 28 -28 -23
right_child=1 -3 3 -5 7 -7 -8 -9 9 11 -12 13 16 15 -16 -17 -18 21 -20 -21 -22 22 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0048697408741499339 1.808918027620058 -0.034248054443273765 68.659469327059668 -1.3265042772617708 1.253981442813985 -0.91659948770489008 3.7968320865442262 -0.75288704555967589 20.320507024408698 34.23574899773849 -3.4474340954342404 3.0152375811024719 -3.3828386012339751 8.6187658203578792 -4.0082327791193659 -1.75949634327608 5.4936854748015707 -1.3332597629431158 -1.426097134511787 0.12854183351292331 15.404794297735377 -0.13417742235791308 -0.46787462954722203 1.0384392207317623 2.8666320374033685 -3.7190484122850407 -4.4167247425426135 -3.1669272032651037 29.867690765973435 -1.5037609480441265
leaf_weight=518152 74 107720 22 3251 855 2230 101 726 354 95 138 218 149 269 506 85 141 2745 4722 867 83 9746 2650 12019 2418 191 44 66 103 7273
leaf_count=518152 74 107720 22 3251 855 2230 101 726 354 95 138 218 149 269 506 85 141 2745 4722 867 83 9746 2650 12019 2418 191 44 66 103 7273
internal_value=0 0.0157771 0.119126 0.791097 1.95904 -0.067656 14.2405 3.31322 4.35095 5.72763 13.9968 2.94674 8.91889 0.724372 -1.90715 6.12681 0.932989 -0.0237036 -0.905165 1.48819 8.99655 0.112461 -0.205745 0.597281 1.38948 0.2245 4.76607 11.9866 19.6057 -0.719041
internal_weight=0 159861 52141 9140 5889 2353 123 3536 2810 1955 492 1463 385 1078 724 354 290 43001 5746 1024 157 37255 22491 14764 5472 3054 404 213 147 17019
internal_count=678013 159861 52141 9140 5889 2353 123 3536 2810 1955 492 1463 385 1078 724 354 290 43001 5746 1024 157 37255 22491 14764 5472 3054 404 213 147 17019
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1612368 2 32832 1052688 16 1048576 4096 3244036 2 919761 21256 4104
is_linear=0
shrinkage=0.1


Tree=998
num_leaves=31
num_cat=8
split_feature=13 11 12 6 13 12 14 11 12 11 12 12 12 12 12 14 13 3 12 12 12 11 13 4 13 12 12 12 12 13
split_gain=5442.5 43709.6 341030 397185 624836 1.31265e+06 612781 1.80511e+06 1.62056e+06 4.24232e+06 7.55142e+06 988406 3.28467e+06 642155 608083 564392 883831 1.53581e+06 8.86243e+06 1.22051e+06 929529 895413 2.3038e+06 2.09326e+06 2.97478e+06 7.33744e+06 1.0446e+07 3.59312e+06 4.81401e+06 1.97393e+06
threshold=0 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1 4.5000000000000009 2 3.5000000000000004 16.500000000000004 3.5000000000000004 17.500000000000004 11.500000000000002 12.500000000000002 14.500000000000002 9.5000000000000018 3 4 1.0000000180025095e-35 9.5000000000000018 7.5000000000000009 16.500000000000004 3.5000000000000004 5 1.0000000180025095e-35 6 7.5000000000000009 5.5000000000000009 9.5000000000000018 6.5000000000000009 7
decision_type=9 2 2 2 9 2 1 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 9 2 9 2 2 2 2 9
left_child=-1 -2 -3 15 5 -5 8 11 14 -10 -11 -8 -13 -14 -7 -4 17 19 -19 -17 21 22 -18 -24 25 26 -25 28 -26 -23
right_child=1 2 3 4 -6 6 7 -9 9 10 -12 12 13 -15 -16 16 20 18 -20 -21 -22 29 23 24 27 -27 -28 -29 -30 -31
leaf_value=-0.0072645173360532563 0.048946833301864619 0.24026235110010222 -0.010427599858980357 5.5604413952965004 -0.018516991824103698 0.88267939564736031 2.3926786074025159 -1.4086631545040866 -3.24974902062189 69.303755640100562 -2.0063605178486217 27.354164069738143 9.5039416023522367 -0.27345723726891524 -2.9245886283238445 -5.360829436807748 -2.4962125646981024 -2.2083710708282065 -52.725532303786864 1.9491483447589275 2.4998229640110345 -2.3322841668497802 -0.30785301882024624 6.572823786735535 7.6701747947269014 -7.1351023793220527 76.752635192871097 18.113866471184625 -44.413006515502929 0.86424429754893206
leaf_weight=408553 142900 33786 40595 624 19079 674 521 808 105 27 33 78 121 151 1111 415 6567 227 41 508 1013 2511 9042 48 36 64 38 45 35 8257
leaf_count=408553 142900 33786 40595 624 19079 674 521 808 105 27 33 78 121 151 1111 415 6567 227 41 508 1013 2511 9042 48 36 64 38 45 35 8257
internal_value=0 0.0110434 -0.0317527 -0.130814 0.226145 1.32064 0.595252 1.99565 -0.610525 8.87132 30.0832 5.15373 9.26374 4.07605 -1.487 -0.250749 -0.588943 -3.24532 -9.93674 -1.33757 -0.473202 -0.586418 -1.06387 -0.0505863 8.69265 17.3466 37.5825 -3.67623 -18.0046 0.117479
internal_weight=0 269460 126560 92774 23332 4253 3629 1679 1950 165 60 871 350 272 1785 69442 28847 1191 268 923 27656 26643 15875 9308 266 150 86 116 71 10768
internal_count=678013 269460 126560 92774 23332 4253 3629 1679 1950 165 60 871 350 272 1785 69442 28847 1191 268 923 27656 26643 15875 9308 266 150 86 116 71 10768
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1434201 2099232 2 2 2097184 131330 528384 524420
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=5
split_feature=13 5 11 14 12 11 12 14 6 11 11 12 12 12 12 12 12 12 12 12 12 12 11 12 13 12 13 12 12 12
split_gain=8073.36 269949 1.35817e+07 1.13502e+06 403006 370245 75412.4 49194.8 502848 635842 950967 1.68394e+06 1.11754e+06 2.25199e+06 1.29607e+06 1.37882e+06 1.17803e+06 1.11151e+06 754155 1.87439e+06 772193 2.19461e+06 6.28294e+06 483766 2.049e+06 913992 1.57154e+06 3.39269e+06 660039 483213
threshold=0 1.0000000180025095e-35 1.0000000180025095e-35 1 9.5000000000000018 2.5000000000000004 12.500000000000002 2 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 16.500000000000004 14.500000000000002 13.500000000000002 17.500000000000004 18.500000000000004 16.500000000000004 19.500000000000004 16.500000000000004 17.500000000000004 6.5000000000000009 5.5000000000000009 1.5000000000000002 4.5000000000000009 3 9.5000000000000018 4 11.500000000000002 3.5000000000000004 1.0000000180025095e-35
decision_type=9 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2
left_child=1 7 -3 4 -4 -5 -6 8 -1 18 12 29 13 23 16 -16 -14 -17 20 -20 21 -10 -23 24 28 -25 27 -27 -11 -12
right_child=-2 2 3 5 6 -7 -8 -9 9 10 11 -13 14 -15 15 17 -18 -19 19 -21 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.33115491434818167 -0.0032597855526878619 80.221349897838778 -6.9044907481582074 -7.0590639829635622 6.5022984043359759 -23.603032245943623 1.2825508136422403 -0.069289577247911405 -1.8771719601826788 7.3667376870592243 11.053990839208875 -23.959623569912381 5.9114803996086129 -12.804749214081538 -21.239534115791322 23.041147359212243 21.212142157176185 -5.0263544016106181 -27.041158201054827 0.99469224047242555 -0.15740375022711672 -50.261000106209202 -0.5682097496924462 -2.4702360464326034 -2.7181154661073017 20.831824222687754 -1.4127548915023604 -2.2891823167067309 19.545016854269463 -2.3186343527588162
leaf_weight=21645 622329 21 54 24 50 31 62 28608 585 203 28 36 250 126 32 21 63 43 41 57 1165 38 77 705 261 124 374 130 57 773
leaf_count=21645 622329 21 54 24 50 31 62 28608 585 203 28 36 250 126 32 21 63 43 41 57 1165 38 77 705 261 124 374 130 57 773
internal_value=0 0.0364808 3.36912 -3.93358 0.191509 -16.3838 3.6128 0.0219407 0.119202 -0.764921 0.0985759 -2.80208 1.11484 0.131841 5.8736 -4.29098 8.99117 4.18329 -2.18399 -10.7346 -1.73469 -4.35974 -16.9884 1.01103 3.59483 0.00115395 2.77556 8.6574 9.66487 -1.85118
internal_weight=0 55684 242 221 166 55 112 55442 26834 5189 3226 837 2389 1980 409 96 313 64 1963 98 1865 700 115 1854 521 1333 628 254 260 801
internal_count=678013 55684 242 221 166 55 112 55442 26834 5189 3226 837 2389 1980 409 96 313 64 1963 98 1865 700 115 1854 521 1333 628 254 260 801
cat_boundaries=0 1 2 3 4 5
cat_threshold=2097568 2 2 160 256
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
VehAge=10441
Area=6394
Region=4611
VehGas=3579
VehBrand__B2=850
VehBrand__B1=724
VehBrand__B10=643
VehBrand__B4=531
VehBrand__B12=528
VehBrand__B5=379
VehBrand__B11=378
VehBrand__B3=343
VehBrand__B6=215
VehBrand__B14=201
VehBrand__B13=183

parameters:
[boosting: gbdt]
[objective: regression]
[metric: ]
[tree_learner: serial]
[device_type: cpu]
[linear_tree: 0]
[data: ]
[valid: ]
[num_iterations: 1000]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: 13,14]
[forcedbins_filename: ]
[objective_seed: 5]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[["R11", "R21", "R22", "R23", "R24", "R25", "R26", "R31", "R41", "R42", "R43", "R52", "R53", "R54", "R72", "R73", "R74", "R82", "R83", "R91", "R93", "R94"], ["Diesel", "Regular"]]
