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


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"]]
