tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=4
objective=regression_l1
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4
feature_infos=[0:8] [0:6] [0:23] [0:59] [0:8681.3164043211018]
tree_sizes=2941 3152 3160 3193 3185 3208 3234 3217 3210 3222 3213 3242 3224 3255 3231 3234 3248 3231 3238 3231 3256 3237 3245 3245 3254 3266 3260 3236 3251 3248 3247 3266 3270 3241 3257 3231 3274 3244 3241 3267 3235 3251 3258 3254 3245 3255 3234 3229 3249 3257 3253 3232 3242 3265 3232 3272 3179 3238 3243 3239 3250 3200 3271 3219 3179 3219 3150 3188 3140 3224 3230 3204 3163 3147 3188 3134 3229 3172 3217 3190 3183 3104 3220 3153 3163 3195 3103 3152 3151 3162 3176 3256 3210 3089 3131 3156 3098 3177 3196 3109

Tree=0
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 4 2 2 2 2 1 2 1 2 1 2 2 2 1 4 4 2 2 1 4 2 2
split_gain=5.72822e+06 308625 299337 126581 43725.5 38197.9 31804.7 27771.6 24233.5 17656.4 14946.8 14058.2 13891.3 16498.4 13420.5 13930.3 9598.11 9564.32 9031.73 8054.99 9960.87 11787.9 5714.59 5397.46 4226.73 4089.69 5215.92 3841.41 3506.83 3389.28
threshold=2.1899990808160887 1.6560643380933695 2.8508734635215753 0.063865034115743999 1.3203755843718745 4361.7762099207484 1.9267818337745302 2.4864403584954307 3.3324412719549321 7.5000000000000009 7.5000000000000009 7.5000000000000009 18.500000000000004 4.5000000000000009 19.500000000000004 4.5000000000000009 19.500000000000004 4.5000000000000009 7.5000000000000009 7.5000000000000009 18.500000000000004 4.5000000000000009 1.0873174328083814 0.21462207961866353 7.5000000000000009 19.500000000000004 4.5000000000000009 1.4985877332513882 15.500000000000002 11.500000000000002
decision_type=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 2 2
left_child=1 3 7 -1 22 8 11 10 24 -8 -2 -3 13 -13 15 28 17 -12 -9 -6 21 27 23 -5 -4 26 -20 -21 -11 -17
right_child=2 6 5 4 19 -7 9 18 -10 14 16 12 -14 -15 -16 29 -18 -19 25 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.9499999999999993 9 8.8499999999999996 9.1500000000000004 8.5 8.75 9 8.9000000000000004 9.0500000000000007 9.9499999999999993 9.0500000000000007 9.1500000000000004 8.9499999999999993 8.9000000000000004 8.9000000000000004 8.9499999999999993 8.9000000000000004 9 9.0500000000000007 9.1999999999999993 8.8499999999999996 8.8000000000000007 8.8000000000000007 8.75 8.5999999999999996 9.25 9.0999999999999996 9.0999999999999996 8.9000000000000004 9 8.9499999999999993
leaf_weight=233621 104548 121166 117614 40321 168177 41527 106093 109598 3118587 190227 276160 336595 211128 132890 137019 29993 134834 115135 264202 276278 295967 186842 890498 2072321 513267 140225 113142 221894 114365 92624
leaf_count=233621 104548 121166 117614 40321 168177 41527 106093 109598 3118587 190227 276160 336595 211128 132890 137019 29993 134834 115135 264202 276278 295967 186842 890498 2072321 513267 140225 113142 221894 114365 92624
internal_value=9 8.93455 9.07989 8.92125 8.91722 9.09391 8.97416 9.03762 9.09497 8.99024 9.0228 8.96072 8.96631 8.97589 8.99728 9.00601 9.02966 9.03759 9.05252 8.93381 8.93727 8.9439 8.91087 8.90804 9.07709 9.05804 9.06346 8.95193 9.01747 8.97755
internal_weight=0 5.85802e+06 5.04884e+06 4.38592e+06 4.1523e+06 3.791e+06 1.4721e+06 1.25784e+06 3.74947e+06 670321 630677 801779 680613 469485 564228 427209 526129 391295 627167 1.14916e+06 980981 685014 3.00314e+06 2.11264e+06 630881 517569 377344 498172 304592 122617
internal_count=10906858 5858019 5048839 4385919 4152298 3790995 1472100 1257844 3749468 670321 630677 801779 680613 469485 564228 427209 526129 391295 627167 1149158 980981 685014 3003140 2112642 630881 517569 377344 498172 304592 122617
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 4 2 2 2 1 2 2 2 1 2 1 2 1 2 2 2 4 4 4 2 1 4
split_gain=5.17713e+06 412042 280240 130771 51059.1 37037 35635.8 29677.5 24002.7 19361.7 13897.3 13149.5 15382.7 12471.1 9627.13 11624.9 13466 9136.13 11603.8 7866.63 7419.61 10438 6431.43 5800.15 5741.92 5080.65 5951.01 3410.83 4541.85 3346.83
threshold=2.2616853422966914 1.6295558195015538 2.9668808990227098 0.063865034115743999 1.2630016800121691 4361.7762099207484 1.8666141539308019 3.7087252944443323 2.620565846896731 6.5000000000000009 7.5000000000000009 18.500000000000004 4.5000000000000009 7.5000000000000009 7.5000000000000009 18.500000000000004 4.5000000000000009 18.500000000000004 4.5000000000000009 7.5000000000000009 4.5000000000000009 18.500000000000004 7.5000000000000009 11.500000000000002 1.4511300822629829 0.21462207961866353 1.0332844068791915 19.500000000000004 4.5000000000000009 2.0864151065215695
decision_type=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 2 2
left_child=1 3 8 -1 25 7 10 22 13 -8 -3 12 -12 -2 -6 16 24 18 29 -10 21 -15 -4 -20 -16 -5 -27 28 -21 -11
right_child=2 6 5 4 14 -7 9 -9 19 17 11 -13 -14 20 15 -17 -18 -19 23 27 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.044999999999999929 0 -0.13499999999999998 0.13499999999999998 -0.45000000000000001 -0.22500000000000001 0 -0.090000000000000038 1.0050000000000001 0.084999999999999964 0.0050000000000000712 -0.044999999999999929 -0.14000000000000004 -0.14000000000000004 0.13499999999999998 -0.13499999999999998 -0.18000000000000008 -0.18000000000000008 -0.044999999999999929 -0.090000000000000038 0.23000000000000009 0.044999999999999929 0.040000000000000036 0.25500000000000006 -0.040000000000000036 -0.090000000000000038 -0.35999999999999999 -0.25999999999999995 0.125 0.14000000000000004 0.084999999999999964
leaf_weight=233621 120474 108114 163446 40321 185935 41527 120824 2735792 97886 259881 303750 188828 118932 274212 298840 327557 207433 270085 48268 228787 171455 149346 681236 120909 257153 1860514 889939 123834 98147 179812
leaf_count=233621 120474 108114 163446 40321 185935 41527 120824 2735792 97886 259881 303750 188828 118932 274212 298840 327557 207433 270085 48268 228787 171455 149346 681236 120909 257153 1860514 889939 123834 98147 179812
internal_value=0 -0.0602648 0.0782791 -0.0768048 -0.0809834 0.0924274 -0.0188879 0.0935164 0.0377414 -0.00667397 -0.0358568 -0.0300136 -0.0202124 0.025675 -0.0644203 -0.0608357 -0.0540741 -0.00151441 0.00527584 0.0534771 0.0316156 0.0387203 0.0771317 -0.0169798 -0.0459619 -0.0885619 -0.0890785 0.059057 0.0644106 0.013839
internal_weight=0 6.02072e+06 4.88614e+06 4.30131e+06 4.06769e+06 3.622e+06 1.7194e+06 3.58047e+06 1.26414e+06 999779 719624 611510 422682 715487 1.27692e+06 1.09098e+06 763426 878955 608870 548654 595013 423558 844682 169177 555993 2.79077e+06 2.75045e+06 450768 326934 439693
internal_count=10906858 6020716 4886142 4301313 4067692 3622001 1719403 3580474 1264141 999779 719624 611510 422682 715487 1276918 1090983 763426 878955 608870 548654 595013 423558 844682 169177 555993 2790774 2750453 450768 326934 439693
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 2 4 4 2 2 1 2 2 1 2 2 2 1 4 2 1 2 1 2 1 4 2 4
split_gain=4.76862e+06 331258 285751 123002 74178.5 40926.2 40280.3 27784.2 24668.9 21119 11599.7 14125.2 15802.1 11465.6 11174 13146.6 9803.45 9751.46 9013.7 8752.69 7813.7 7164.75 9166.32 6341.02 7440.42 5323.17 6622.37 5258.63 4458.27 4169.01
threshold=2.155475754322183 2.8233973166852473 1.6166242080208066 0.063865034115743999 4.0625888652848916 1.109559830922848 4361.7762099207484 7.5000000000000009 2.4415007124697028 1.8209414928602661 7.5000000000000009 18.500000000000004 4.5000000000000009 7.5000000000000009 18.500000000000004 4.5000000000000009 19.500000000000004 7.5000000000000009 7.5000000000000009 4.5000000000000009 1.4393715700686949 19.500000000000004 4.5000000000000009 19.500000000000004 4.5000000000000009 19.500000000000004 4.5000000000000009 0.21462207961866353 11.500000000000002 1.8815998753166945
decision_type=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 2 2
left_child=2 8 3 -1 17 27 -6 29 18 14 -7 12 20 -10 15 -9 19 -3 -2 -11 -12 22 -20 24 -15 26 -19 -5 -21 -4
right_child=1 4 7 5 6 10 -8 9 13 16 11 -13 -14 23 -16 -17 -18 25 21 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.040499999999999939 -0.041000000000000016 0.1215 -0.1215 -0.40500000000000008 1.0545 -0.20250000000000004 0 -0.040499999999999939 0.036499999999999845 0.0095000000000000639 -0.16150000000000003 -0.20700000000000005 -0.20700000000000005 0.16650000000000009 -0.12599999999999997 -0.12599999999999997 -0.075999999999999984 0.30199999999999999 0.080999999999999878 -0.081000000000000058 -0.081000000000000058 -0.0039999999999999151 0.0039999999999999151 0.077500000000000041 0.085500000000000048 0.1545 0.17949999999999999 -0.32400000000000007 -0.041000000000000016 -0.081000000000000058
leaf_weight=233621 102913 262136 120703 40321 2441781 264317 41527 266886 116832 405194 545994 465066 294804 284480 165287 103863 179077 530826 275329 39681 257287 132918 114434 149697 121658 321057 236410 2158477 122108 112174
leaf_count=233621 102913 262136 120703 40321 2441781 264317 41527 266886 116832 405194 545994 465066 294804 284480 165287 103863 179077 530826 275329 39681 257287 132918 114434 149697 121658 321057 236410 2158477 122108 112174
internal_value=0 0.0711493 -0.0613252 -0.0745908 0.0859339 -0.078684 0.0961916 -0.0240243 0.0274907 -0.0182526 -0.0676249 -0.0643488 -0.0581624 0.0407842 -0.033394 -0.0237538 -0.00737367 0.0670711 0.0131969 -0.000931421 -0.0508951 0.0185232 0.0253603 0.0467698 0.0532543 0.0712416 0.0757657 -0.0878754 -0.0205941 -0.0557998
internal_weight=0 5.132e+06 5.77486e+06 4.25989e+06 3.83374e+06 4.02627e+06 2.48331e+06 1.51497e+06 1.29826e+06 1.2821e+06 1.82747e+06 1.56315e+06 1.09808e+06 672667 536036 370749 746060 1.35043e+06 625594 566983 803281 522681 389763 555835 406138 1.08829e+06 767236 2.1988e+06 161789 232877
internal_count=10906858 5131998 5774860 4259887 3833737 4026266 2483308 1514973 1298261 1282096 1827468 1563151 1098085 672667 536036 370749 746060 1350429 625594 566983 803281 522681 389763 555835 406138 1088293 767236 2198798 161789 232877
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 2 2 2 2 2 1 4 2 4 1 2 2 1 4 4 4 2 1 2 2 1 2
split_gain=4.21669e+06 313611 244674 117125 102713 38651.1 33318.1 29915.2 16230.9 15409.4 12807.5 12427.4 11718.8 11750.8 9715.07 8714.61 8517.03 8293.61 7967.19 6756.27 7512.25 6610.89 4936.48 5602.47 4929.57 4792.25 4785.14 4753.18 5560.56 4704.39
threshold=2.1375285436391986 4.4813380359302117 1.5367253106069072 0.063865034115743999 2.6951182532413069 4361.7762099207484 1.1644762710155476 1.8209414928602661 6.5000000000000009 6.5000000000000009 7.5000000000000009 6.5000000000000009 19.500000000000004 4.5000000000000009 5.0882153925695146 19.500000000000004 2.3610942949939773 4.5000000000000009 7.5000000000000009 18.500000000000004 4.5000000000000009 3.0284617307684369 0.21462207961866353 0.88851680502863417 11.500000000000002 5.5000000000000009 15.500000000000002 19.500000000000004 4.5000000000000009 18.500000000000004
decision_type=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 2 2
left_child=2 4 3 -1 11 14 22 10 -9 -6 -4 -2 13 26 -3 17 25 -10 -8 20 -20 -11 -5 -24 -19 29 -12 28 -23 -13
right_child=1 5 7 6 9 -7 18 8 15 21 12 16 -14 -15 -16 -17 -18 24 19 -21 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.036449999999999962 -0.0086500000000000916 0.34905000000000008 -0.14035000000000011 -0.36450000000000005 0.099050000000000082 0 -0.22874999999999998 -0.072900000000000104 0.0035499999999998979 0.14304999999999987 -0.036449999999999962 0.06340000000000004 -0.11340000000000004 -0.11340000000000004 1.2990500000000003 -0.068399999999999933 0.090099999999999986 -0.072900000000000104 -0.13285 -0.18629999999999997 -0.19130000000000003 0.29905000000000009 -0.34160000000000007 -0.23285 -0.036899999999999981 -0.0099000000000000199 -0.081450000000000078 0.16404999999999995 0.18155000000000002 0.0048999999999999495
leaf_weight=233621 146889 335106 132931 40321 291792 41527 195137 99765 413803 433557 267196 258955 174393 162015 1815964 170160 546797 40748 593587 343662 217571 557036 1315394 1058804 116073 57725 155921 327702 238501 124205
leaf_count=233621 146889 335106 132931 40321 291792 41527 195137 99765 413803 433557 267196 258955 174393 162015 1815964 170160 546797 40748 593587 343662 217571 557036 1315394 1058804 116073 57725 155921 327702 238501 124205
internal_value=0 0.065376 -0.0591413 -0.0727447 0.0442727 0.0940882 -0.0770085 -0.0277577 -0.0142196 0.0588095 -0.0405084 0.0205874 -0.0354968 -0.0287156 0.095933 -0.00912007 0.0246235 -0.0031972 -0.0644267 -0.0612688 -0.0562901 0.0627622 -0.084043 -0.0846323 -0.0227808 0.014282 -0.0199465 0.0668108 0.0709859 0.0183286
internal_weight=0 5.17576e+06 5.7311e+06 3.9981e+06 2.98316e+06 2.1926e+06 3.76448e+06 1.733e+06 840549 1.84859e+06 892456 1.13457e+06 759525 585132 2.15107e+06 740784 987682 570624 1.34996e+06 1.15482e+06 811158 1.5568e+06 2.41452e+06 2.3742e+06 156821 440885 423117 1.12324e+06 795537 383160
internal_count=10906858 5175756 5731102 3998097 2983159 2192597 3764476 1733005 840549 1848588 892456 1134571 759525 585132 2151070 740784 987682 570624 1349957 1154820 811158 1556796 2414519 2374198 156821 440885 423117 1123239 795537 383160
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 2 4 2 2 4 2 1 2 2 1 4 2 1 2 1 2 1 4 2 2 2 2 2
split_gain=3.97595e+06 339341 229752 111804 92689.2 40094.7 37338.9 21844.2 21870.9 18419.5 13377.8 12796.5 9412.71 9704.95 9328.46 9265.17 8966.56 8904.11 8886.4 10158.4 8685.25 10163.3 7616.6 9638.87 6854.62 5516.5 5003.2 4772.72 4505.35 3972.8
threshold=2.1199575269312043 4.4813380359302117 1.5502812062730131 0.063865034115743999 2.6456506576644947 1.2186136800714296 4361.7762099207484 6.5000000000000009 1.8068240005615064 7.5000000000000009 7.5000000000000009 5.567169351399671 19.500000000000004 4.5000000000000009 7.5000000000000009 19.500000000000004 4.5000000000000009 0.9324955909906677 18.500000000000004 4.5000000000000009 19.500000000000004 4.5000000000000009 18.500000000000004 4.5000000000000009 0.21462207961866353 11.500000000000002 7.5000000000000009 11.500000000000002 11.500000000000002 7.5000000000000009
decision_type=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 2 2
left_child=2 4 3 -1 10 17 11 -4 12 -6 -2 26 13 -9 -7 16 -10 24 19 -16 21 -12 23 -11 -5 -25 -3 -18 -23 -19
right_child=1 6 7 5 9 14 -8 8 15 22 20 -13 -14 -15 18 -17 27 29 -20 -21 -22 28 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.032804999999999931 -0.0077850000000001529 0.21414500000000009 -0.11561000000000005 -0.32805000000000001 0.089145000000000085 -0.15937500000000002 0 -0.045315000000000084 0.0031949999999998369 0.25749499999999997 0.095840000000000106 1.3691450000000001 -0.10206 -0.10206 -0.10461500000000008 -0.061559999999999886 -0.065610000000000043 -0.22831500000000002 -0.16767000000000004 -0.16716999999999996 0.010740000000000017 -0.032059999999999887 0.13264500000000012 0.063395000000000049 -0.26831500000000003 0.16339500000000007 0.36414500000000011 -0.033210000000000052 0.041089999999999988 -0.178315
leaf_weight=233621 181638 128578 188901 40321 377429 172042 41527 409665 413518 664939 476718 1604408 157479 149320 519548 169325 40613 158306 302992 191846 234678 48191 585813 82203 1480460 223383 418084 115770 151217 944325
leaf_count=233621 181638 128578 188901 40321 377429 172042 41527 409665 413518 664939 476718 1604408 157479 149320 519548 169325 40613 158306 302992 191846 234678 48191 585813 82203 1480460 223383 418084 115770 151217 944325
internal_value=0 0.0624949 -0.0583707 -0.0711881 0.0407897 -0.0753058 0.0924522 -0.0268573 -0.0227057 0.0539439 0.0175052 0.0942654 -0.0351563 -0.0290725 -0.0600512 -0.0106384 -0.00453605 -0.0822047 -0.0563994 -0.0502911 0.022447 0.0282001 0.0587501 0.0641852 -0.0871654 0.0494846 0.0810519 -0.024933 0.00924336 -0.0753627
internal_weight=0 5.21881e+06 5.68805e+06 4.04346e+06 3.02621e+06 3.80984e+06 2.1926e+06 1.64459e+06 1.45569e+06 1.93377e+06 1.09244e+06 2.15107e+06 716464 558985 1.18643e+06 739226 569901 2.62341e+06 1.01439e+06 711394 910804 676126 1.55634e+06 970525 1.52078e+06 305586 546662 156383 199408 1.10263e+06
internal_count=10906858 5218806 5688052 4043461 3026209 3809840 2192597 1644591 1455690 1933767 1092442 2151070 716464 558985 1186428 739226 569901 2623412 1014386 711394 910804 676126 1556338 970525 1520781 305586 546662 156383 199408 1102631
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 4 2 2 2 4 1 2 2 4 2 2 2 1 1 4 2 2 2 2 1 4 4
split_gain=3.50028e+06 317370 236940 106709 86979.9 34463.7 31199.3 28291.3 26330.9 15885.1 15607.6 11207.1 10284.5 9298.09 9019.37 8054.68 7547.29 6652.26 6254.19 9814.04 10862.9 6148.38 5964.58 5660.73 5316.39 5185.2 4925.02 4709.29 4560.37 4305.29
threshold=2.1375285436391986 4.6226305235008391 1.4629714767441473 0.063865034115743999 2.7184431749850164 4361.7762099207484 1.7213949921164908 1.0763842949653031 6.1558307448191645 7.5000000000000009 7.5000000000000009 19.500000000000004 2.4011943484643257 4.5000000000000009 7.5000000000000009 6.5000000000000009 2.9989810477517893 19.500000000000004 7.5000000000000009 18.500000000000004 4.5000000000000009 4.5000000000000009 0.21462207961866353 11.500000000000002 15.500000000000002 6.5000000000000009 7.5000000000000009 5.5000000000000009 0.81829167984181972 1.33251840076745
decision_type=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 2 2
left_child=2 4 3 -1 12 8 15 22 14 -6 -8 13 26 24 -3 -4 -11 21 -9 20 29 -17 -5 -15 -12 -14 -2 -18 -24 -20
right_child=1 5 6 7 9 -7 10 18 -10 16 11 -13 25 23 -16 17 27 -19 19 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.029524499999999954 -0.035256500000000024 0.19273050000000005 -0.13375400000000007 -0.29524499999999998 0.090530500000000028 0 -0.083754000000000065 -0.18993750000000001 1.4322305000000002 0.11948049999999988 0.021726500000000117 -0.064903999999999948 0.0057434999999999908 -0.091854000000000019 0.33273049999999993 -0.064723500000000031 0.20438049999999991 -0.10590300000000018 -0.1254835 -0.15590300000000018 -0.15545299999999998 -0.10545299999999998 -0.28060850000000004 -0.029889000000000013 -0.023773499999999892 0.077665999999999971 0.035501000000000005 0.11455550000000017 -0.19148350000000003 -0.08160349999999994
leaf_weight=233621 96266 164491 93004 40321 374856 41527 175912 207463 1391542 348275 329442 228910 78219 50936 508073 433500 1007775 163624 436904 364723 231522 155491 1061032 157387 195795 508254 491264 165214 968629 202886
leaf_count=233621 96266 164491 93004 40321 374856 41527 175912 207463 1391542 348275 329442 228910 78219 50936 508073 433500 1007775 163624 436904 364723 231522 155491 1061032 157387 195795 508254 491264 165214 968629 202886
internal_value=0 0.0588269 -0.0546206 -0.0694159 0.0383196 0.0887277 -0.0266774 -0.0737674 0.0905423 0.051564 -0.0158694 -0.0108635 0.0169287 -0.0048356 0.0742963 -0.0412272 0.0561076 -0.0377964 -0.0630218 -0.0603251 -0.05456 -0.0328411 -0.0812609 -0.0227123 0.00225479 0.0262967 0.00757749 0.0599456 -0.0820175 -0.0478432
internal_weight=0 5.17576e+06 5.7311e+06 3.7471e+06 3.07012e+06 2.10563e+06 1.984e+06 3.51348e+06 2.06411e+06 1.89612e+06 1.13838e+06 962470 1.174e+06 733560 672564 845619 1.52126e+06 752615 1.4435e+06 1.23604e+06 871312 588991 2.06998e+06 208323 525237 586473 587530 1.17299e+06 2.02966e+06 639790
internal_count=10906858 5175756 5731102 3747101 3070123 2105633 1984001 3513480 2064106 1896120 1138382 962470 1174003 733560 672564 845619 1521264 752615 1443498 1236035 871312 588991 2069982 208323 525237 586473 587530 1172989 2029661 639790
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 4 2 2 2 2 1 1 2 2 2 1 4 2 4 2 2 1 1 2 2 2 4
split_gain=3.05589e+06 317815 248539 97322.4 49813 41374 39209 31839.2 38500.1 12483.7 11380.2 13095.1 10184.7 10996.2 9721.75 9405.04 8858.68 8975.53 6561.73 6275.78 6252.43 6012.88 5886.19 5144.81 5095.46 4590.19 4502.5 4237.43 3887.98 3686.3
threshold=2.3002092908604408 1.4511300822629829 4.7656556318796701 0.063865034115743999 1.763289575656378 0.96664210520393146 2.8790657406248781 4361.7762099207484 6.7336621184587573 7.5000000000000009 7.5000000000000009 19.500000000000004 18.500000000000004 4.5000000000000009 4.5000000000000009 6.5000000000000009 7.5000000000000009 19.500000000000004 4.5000000000000009 0.21462207961866353 19.500000000000004 2.5083225623778627 6.5000000000000009 11.500000000000002 4.5000000000000009 1.0000000180025095e-35 11.500000000000002 15.500000000000002 6.5000000000000009 0.83093980828579939
decision_type=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 2 2
left_child=1 3 6 -1 15 19 21 8 22 -7 -6 14 13 27 25 -3 -8 18 -18 -5 24 -2 -4 -20 -17 -12 -26 -11 -23 -21
right_child=2 4 7 5 10 9 16 -9 -10 12 11 -13 -14 -15 -16 20 17 -19 23 29 -22 28 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.026572050000000048 0.03798939999999984 -0.1203786000000001 0.17845744999999999 -0.26572049999999997 -0.051649100000000031 -0.17444375000000001 0.081477450000000048 0 1.4890074500000001 -0.09655515000000002 -0.021396149999999992 -0.039413599999999965 -0.14133514999999994 -0.15993820000000003 -0.026900099999999941 -0.057211150000000016 0.22320745000000014 0.10753244999999989 0.05059995000000015 -0.25254765000000001 -0.095312700000000125 0.024226149999999794 0.3390074500000001 0.15309995000000021 -0.13130869999999994 0.032988349999999757 -0.071308699999999989 -0.13133514999999996 0.080232449999999927 -0.17233514999999999
leaf_weight=233621 425368 111669 166440 40321 217418 262693 347833 41527 1219539 579128 111015 281877 457099 289677 253365 519134 658084 419196 72897 1106036 196900 86025 596465 226378 48973 520704 138108 235923 541885 501560
leaf_count=233621 425368 111669 166440 40321 217418 262693 347833 41527 1219539 579128 111015 281877 457099 289677 253365 519134 658084 419196 72897 1106036 196900 86025 596465 226378 48973 520704 138108 235923 541885 501560
internal_value=0 -0.0480911 0.0585375 -0.0664484 -0.0197339 -0.0706517 0.0391168 0.0851902 0.0870054 -0.0602779 -0.00739718 -0.00348366 -0.0568855 -0.0516911 0.00249445 -0.0365638 0.0484023 0.0520053 0.0573485 -0.0821373 -0.0331786 0.0239149 0.069386 0.0450719 -0.0287851 0.00913175 -0.0429349 -0.0457433 0.0301336 -0.0831147
internal_weight=0 6.10522e+06 4.80164e+06 3.70606e+06 2.39916e+06 3.47244e+06 2.77767e+06 2.02397e+06 1.98244e+06 1.82452e+06 1.38438e+06 1.16696e+06 1.56183e+06 1.10473e+06 885084 1.01478e+06 1.72439e+06 1.37656e+06 957359 1.64792e+06 903115 1.05328e+06 762905 299275 706215 631719 187081 815051 627910 1.6076e+06
internal_count=10906858 6105221 4801637 3706058 2399163 3472437 2777666 2023971 1982444 1824520 1384379 1166961 1561827 1104728 885084 1014784 1724388 1376555 957359 1647917 903115 1053278 762905 299275 706215 631719 187081 815051 627910 1607596
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 4 4 2 2 2 1 2 2 2 1 2 2 4 1 1 2 2 4 2 4 2 2
split_gain=2.79771e+06 336547 181106 89428.1 70455.7 37552.1 39696.9 29067 18542.8 11419.1 11266.1 10617.2 11005.5 11954.5 10003.6 9613.57 9199.8 9522.33 6712.5 7640.98 5678.45 5276.96 5100.17 4988.06 4935.41 4810.27 4717.6 4380.01 4313.55 3963
threshold=2.0692179402278179 4.6226305235008391 1.4393715700686949 0.063865034115743999 2.7440476367541091 7.4869049087064621 4361.7762099207484 0.99975416099508785 1.7488122461040476 2.3812857161247467 7.5000000000000009 7.5000000000000009 18.500000000000004 4.5000000000000009 7.5000000000000009 7.5000000000000009 18.500000000000004 4.5000000000000009 7.5000000000000009 19.500000000000004 0.21462207961866353 5.5000000000000009 4.5000000000000009 19.500000000000004 10.500000000000002 0.73980663510687295 7.5000000000000009 3.1218322297088883 19.500000000000004 7.5000000000000009
decision_type=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 2 2
left_child=2 4 3 -1 9 10 -7 20 15 26 -3 -9 13 -13 -6 -4 17 27 -10 22 -5 28 -20 -12 -19 -22 -2 -16 -17 -11
right_child=1 5 8 7 14 6 -8 11 18 29 23 12 -14 -15 16 21 -18 24 19 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.023914845000000007 -0.027534189999999903 0.17116170500000011 -0.10834074000000005 -0.23914844999999998 0.073329705000000092 1.5401067050000004 0 -0.15699937500000002 -0.070213689999999926 0.011033534999999796 0.36505670499999998 -0.099801635000000041 -0.12720163499999995 -0.12894438 0.14747670499999987 -0.052530035000000024 0.096779204999999993 0.026834204999999934 0.0019540149999997427 -0.05447223999999995 -0.22729288499999997 -0.093071430000000094 -0.043060089999999822 0.21505670499999996 0.12028995500000016 -0.16534132999999995 0.023105909999999952 0.2258867050000001 -0.085781430000000117 0.065466154999999845
leaf_weight=233621 116480 261813 149386 40321 367285 1052210 41527 238446 136393 114756 487334 740333 415985 263889 198662 576068 564882 51430 410234 177627 803547 111415 162324 262749 240175 928684 597490 431507 175404 554881
leaf_count=233621 116480 261813 149386 40321 367285 1052210 41527 238446 136393 114756 487334 740333 415985 263889 198662 576068 564882 51430 410234 177627 803547 111415 162324 262749 240175 928684 597490 431507 175404 554881
internal_value=0 0.0504636 -0.0508506 -0.0638375 0.0302238 0.0815836 0.0944287 -0.0679135 -0.0257856 0.0131476 0.0676996 -0.0583988 -0.0551205 -0.0494548 0.0429679 -0.0350337 0.046619 0.0527771 -0.0152264 -0.0115162 -0.0768169 -0.0309789 -0.00589495 0.0739336 0.0378358 -0.0776805 0.00434948 0.0596911 -0.0279678 0.0225282
internal_weight=0 5.34318e+06 5.56368e+06 3.66483e+06 3.23755e+06 2.10563e+06 1.09374e+06 3.4312e+06 1.89885e+06 1.38361e+06 1.0119e+06 1.65865e+06 1.42021e+06 1.00422e+06 1.85394e+06 1.01227e+06 1.48666e+06 921774 886578 750185 1.77255e+06 862887 572558 750083 291605 1.73223e+06 713970 630169 751472 669637
internal_count=10906858 5343181 5563677 3664826 3237548 2105633 1093737 3431205 1898851 1383607 1011896 1658653 1420207 1004222 1853941 1012273 1486656 921774 886578 750185 1772552 862887 572558 750083 291605 1732231 713970 630169 751472 669637
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 4 2 2 2 2 1 2 2 1 4 2 4 2 2 2 1 4 1 2 2 2 1
split_gain=2.45875e+06 318903 171046 83739.8 64779.1 48915.3 38962.7 34347.4 15180.9 11126.1 8950.13 8681.87 12236.5 10379.1 7995.28 7733.55 7463.39 7263.82 7249.67 6258.47 6000.09 5836.81 5267.95 5258.6 5086.85 4944.63 4740.83 4629.26 4543.96 4157.54
threshold=2.052890581205149 4.8468740826415839 1.4145835186004461 0.063865034115743999 2.6951182532413069 7.9573140321853844 4361.7762099207484 0.87729660646368446 1.7488122461040476 7.5000000000000009 6.5000000000000009 7.5000000000000009 18.500000000000004 4.5000000000000009 6.5000000000000009 19.500000000000004 4.5000000000000009 2.3610942949939773 7.5000000000000009 0.21462207961866353 19.500000000000004 19.500000000000004 11.500000000000002 5.5000000000000009 3.5310730681121103 4.5000000000000009 11.500000000000002 18.500000000000004 15.500000000000002 4.5000000000000009
decision_type=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 2 2
left_child=2 4 3 -1 17 10 -7 19 14 -6 -3 -9 13 28 -4 16 24 -2 -10 -5 29 25 -18 27 -11 -16 -27 -20 -13 -12
right_child=1 5 8 7 9 6 -8 11 18 15 20 12 -14 -15 21 -17 22 -19 23 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.021523360499999991 0.0064166690000000415 0.15404553450000016 -0.097506666000000047 -0.21523360499999999 0.065996734500000015 1.4860960345000003 0 -0.14235664200000003 -0.06319232100000001 0.14829803449999998 0.37905103449999977 -0.089419471499999945 -0.14473952149999994 -0.14274994199999994 -0.047277031500000004 0.078511284500000056 0.03387403450000015 0.04532953949999996 -0.0027913865000000373 -0.2045635965 0.19405103449999983 -0.07720328700000012 0.11677845950000024 -0.064904080999999891 0.22804803450000011 -0.11101944200000001 -0.061019442000000007 -0.042802936500000222 -0.11607147150000011 0.22855103449999989
leaf_weight=233621 712813 225571 120388 40321 410176 969400 41527 292616 129829 442201 344194 649670 505482 320401 563129 496433 87396 630161 421376 1273499 252658 212458 271567 93901 353600 53037 149264 200494 263213 146462
leaf_count=233621 712813 225571 120388 40321 410176 969400 41527 292616 129829 442201 344194 649670 505482 320401 563129 496433 87396 630161 421376 1273499 252658 212458 271567 93901 353600 53037 149264 200494 263213 146462
internal_value=0 0.0460823 -0.0488847 -0.0618548 0.0275228 0.0779958 0.093384 -0.0658972 -0.0250056 0.0386569 0.06194 -0.0577482 -0.0550663 -0.0496956 -0.0327599 0.0423186 0.0468058 0.0104327 -0.0149342 -0.0784971 0.0672346 -0.0297662 0.0348356 -0.0109908 0.0522051 -0.0256959 -0.0391056 -0.00766012 -0.0442608 0.0736818
internal_weight=0 5.38416e+06 5.5227e+06 3.57882e+06 3.40435e+06 1.97981e+06 1.01093e+06 3.3452e+06 1.94388e+06 2.06137e+06 968885 2.03138e+06 1.73877e+06 1.23328e+06 1.09828e+06 1.6512e+06 1.15476e+06 1.34297e+06 845600 1.31382e+06 743314 977888 358963 715771 795801 765430 202301 621870 912883 490656
internal_count=10906858 5384159 5522699 3578823 3404347 1979812 1010927 3345202 1943876 2061373 968885 2031382 1738766 1233284 1098276 1651197 1154764 1342974 845600 1313820 743314 977888 358963 715771 795801 765430 202301 621870 912883 490656
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 2 4 2 2 2 2 2 1 4 2 2 4 1 2 2 4 1 2 4 1 1 1
split_gain=2.0958e+06 307423 149720 76195.6 61773.1 55873 38134.1 17761.8 16968.3 14710.3 10068.4 9986.4 9284.21 8244.06 7993.75 8033.31 7878.58 7301 6934.9 6022.99 5961.98 5484.8 5330.82 5247.67 5001.95 4927.64 4512.24 4298.25 4095.73 4040.76
threshold=2.0206006548706918 4.6932043329727184 1.3091176704597161 0.063865034115743999 8.4837949883038259 2.6702725799397347 4361.7762099207484 0.92175264155243897 7.5000000000000009 1.7488122461040476 7.5000000000000009 7.5000000000000009 7.5000000000000009 19.500000000000004 6.5000000000000009 5.5000000000000009 3.1218322297088883 19.500000000000004 18.500000000000004 2.3399090913527325 4.5000000000000009 18.500000000000004 15.500000000000002 0.21462207961866353 4.5000000000000009 10.500000000000002 0.68123229381296735 5.5000000000000009 3.5000000000000004 4.5000000000000009
decision_type=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 2 2
left_child=2 5 3 -1 11 14 -6 23 -4 13 -7 -3 -9 20 28 18 -12 24 19 -16 22 29 -10 -5 -14 -22 -25 -11 -2 -13
right_child=1 4 8 7 6 10 -8 12 9 27 16 21 17 -15 15 -17 -18 -19 -20 -21 25 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.01937102445000001 -0.062016097449999918 0.1500854310500003 -0.077063773300000013 -0.19371024449999999 1.4874864310500002 0.053330508049999815 0 -0.12895517329999998 -0.042549328349999985 -0.015123787349999774 0.067899231049999828 0.39064593104999973 -0.09446432434999999 -0.076772958300000138 0.037487752149999845 -0.013413672899999974 0.13063898105000007 -0.1349205693500001 0.00077500209999996632 0.076377390550000257 -0.1113677428 0.19919593105000041 -0.064549328350000046 -0.18410723684999999 -0.13262994780000001 -0.058768742800000065 -0.14030239234999994 -0.058413672899999908 -0.00016609744999982468 0.20569593104999984
leaf_weight=233621 56766 303280 334526 40321 887185 398528 41527 212347 451301 560670 549332 325822 741540 284788 388914 158179 1071042 269758 345083 314956 43434 358189 260861 632835 257303 223608 807522 84560 120072 148988
leaf_count=233621 56766 303280 334526 40321 887185 398528 41527 212347 451301 560670 549332 325822 741540 284788 388914 158179 1071042 269758 345083 314956 43434 358189 260861 632835 257303 223608 807522 84560 120072 148988
internal_value=0 0.0426222 -0.045049 -0.0589523 0.0730607 0.024151 0.0921919 -0.0632894 -0.0252499 -0.0216097 0.0347602 0.0574242 -0.0555459 -0.0278812 0.00867447 0.0115833 0.0382624 -0.0523065 0.0147512 0.0204444 -0.0235258 0.0630809 -0.0187477 -0.0710344 -0.0483641 -0.0362685 -0.0720304 -0.00932412 -0.011182 0.0701287
internal_weight=0 5.46786e+06 5.439e+06 3.19525e+06 2.06499e+06 3.40287e+06 928712 2.96163e+06 2.24375e+06 1.90922e+06 2.0189e+06 1.13628e+06 1.48095e+06 1.26399e+06 1.38397e+06 1.20713e+06 1.62037e+06 1.2686e+06 1.04895e+06 703870 979204 832999 712162 1.48068e+06 998843 267042 1.44036e+06 645230 176838 474810
internal_count=10906858 5467863 5438995 3195247 2064991 3402872 928712 2961626 2243748 1909222 2018902 1136279 1480948 1263992 1383970 1207132 1620374 1268601 1048953 703870 979204 832999 712162 1480678 998843 267042 1440357 645230 176838 474810
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 2 2 4 2 1 2 4 4 1 4 2 2 2 2 1 2 2 2 1 2 2 2
split_gain=1.83395e+06 293285 150864 69361.6 68730.9 41375.4 37102.1 24879.1 15152.8 14341.7 13165.4 10825.7 10131.8 9480.8 9049.42 7753.36 7361.62 6159.03 5024.22 4460.41 4227.26 5669.86 7368.33 4133.15 4122.21 4120.71 4034.14 3816.4 3738.69 5455.13
threshold=2.0206006548706918 5.7807855470603329 1.33251840076745 0.063865034115743999 2.8790657406248781 8.9978562471646804 4361.7762099207484 0.78007046158758742 7.5000000000000009 6.5000000000000009 1.5777271488179683 19.500000000000004 4.5000000000000009 7.5000000000000009 4.3503034965344343 2.3399090913527325 5.5000000000000009 0.21462207961866353 15.500000000000002 7.5000000000000009 6.5000000000000009 18.500000000000004 4.5000000000000009 3.5000000000000004 11.500000000000002 7.5000000000000009 5.5000000000000009 19.500000000000004 20.500000000000004 7.5000000000000009
decision_type=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 2 2
left_child=2 4 3 -1 15 13 -7 17 -9 23 27 12 18 -3 28 25 -12 -5 -10 -16 -17 22 -22 -4 -14 -2 -21 -11 29 -6
right_child=1 5 9 7 14 6 -8 8 11 10 16 -13 24 -15 19 20 -18 -19 -20 26 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.017433922004999935 -0.027927378154999974 0.17007688794500028 -0.064461711569999733 -0.17433922004999999 0.05406401024500003 1.4887377879450001 0 -0.12627215311499995 -0.076272153114999963 -0.057601995514999872 -0.02565666247000005 -0.12249301241500002 -0.14320590311500006 0.32517633794500012 0.097582437945000156 -0.002002542755000114 -0.057072305609999853 -0.165696513165 -0.097167891914999957 0.19972633794499989 0.093956807944999998 0.013809085340000138 0.013973457944999979 -0.10294962206999997 -0.11102951301999991 0.0085963693900000145 0.0856263379449997 -0.075656662470000052 0.056578757945000113 0.11742933294500002
leaf_weight=233621 121461 204469 166636 40321 291302 800895 41527 300458 670797 598274 1009648 374998 89706 515541 168617 130272 146696 931173 371433 469401 397125 278648 161796 73545 268826 630202 77582 162863 261951 917074
leaf_count=233621 121461 204469 166636 40321 291302 800895 41527 300458 670797 598274 1009648 374998 89706 515541 168617 130272 146696 931173 371433 469401 397125 278648 161796 73545 268826 630202 77582 162863 261951 917074
internal_value=0 0.0390338 -0.0429778 -0.0564829 0.0243849 0.0756497 0.0906941 -0.0605083 -0.0543279 -0.0224394 -0.0195539 -0.0508138 -0.046774 0.0580475 0.0361508 0.00942749 -0.0128313 -0.0737166 -0.0417858 0.0453737 0.0153452 0.0179516 0.023761 -0.0454753 -0.0612743 0.00180786 0.0497571 -0.0297672 0.0316621 0.0340099
internal_weight=0 5.46786e+06 5.439e+06 3.28133e+06 3.90543e+06 1.56243e+06 842422 3.04771e+06 2.07622e+06 2.15766e+06 1.91748e+06 1.77576e+06 1.40076e+06 720010 2.18593e+06 1.7195e+06 1.15634e+06 971494 1.04223e+06 715600 967841 837569 558921 240181 358532 751663 546983 761137 1.47033e+06 1.20838e+06
internal_count=10906858 5467863 5438995 3281333 3905431 1562432 842422 3047712 2076218 2157662 1917481 1775760 1400762 720010 2185927 1719504 1156344 971494 1042230 715600 967841 837569 558921 240181 358532 751663 546983 761137 1470327 1208376
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 4 2 2 2 1 2 2 1 2 2 1 1 2 4 2 1 2 2 2 2 1 1
split_gain=1.546e+06 230722 211663 57731 44334.8 27593.6 32840.3 24731.5 23921.9 10892.9 9572.46 11157.6 10295.2 9079.14 9176.76 8592.19 8189.29 7228.98 11248.2 6761.84 6349.7 6346.29 5771.68 6371.24 5398.98 4484.39 4379.94 6754.24 6882.45 6531.57
threshold=2.2810068303530726 7.08528122962674 1.3792780556926056 0.063865034115743999 3.1218322297088883 4361.7762099207484 9.9715911407626923 0.98872641817211504 1.6427400884374928 7.5000000000000009 7.5000000000000009 18.500000000000004 4.5000000000000009 6.5000000000000009 19.500000000000004 4.5000000000000009 6.5000000000000009 18.500000000000004 3.5000000000000004 1.0000000180025095e-35 7.5000000000000009 4.4131176835457824 18.500000000000004 4.5000000000000009 11.500000000000002 18.500000000000004 7.5000000000000009 19.500000000000004 3.5000000000000004 1.0000000180025095e-35
decision_type=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 2 2
left_child=2 4 3 -1 26 6 16 20 -4 -10 -6 12 21 -9 15 -15 -3 18 19 -11 -5 -12 23 -22 -14 -18 -2 28 29 -28
right_child=1 5 8 7 10 -7 -8 13 9 17 11 -13 24 14 -16 -17 25 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.015690529804500031 0.0036576092205001134 0.1755697491505 -0.05423999622300002 -0.15280910515850002 0.075569749150499993 0 1.8898640091505001 -0.11291122481300003 -0.042720540412999955 -0.022718205054000153 0.15568639965050013 0.091307679150499865 0.027162299650500189 -0.075301102723499991 -0.10452421117349991 -0.10410900171799993 0.58986400915050019 -0.035190996222999885 -0.020533202867999912 0.041565797131999815 -0.10779713322349993 0.28210870415049988 -0.14912686184849999 -0.14912686184849999 0.12206408165050019 0.28504920415050033 0.027853165700499893 0.012212481806000142 0.034561127150499971 0.11013064941100002
leaf_weight=233621 250167 118405 890609 270668 504356 41527 634105 156949 267021 124543 391023 697393 91390 791387 273603 266472 237479 459818 452507 415878 790005 312586 412323 257874 240202 144417 104678 318523 405171 352158
leaf_count=233621 250167 118405 890609 270668 504356 41527 634105 156949 267021 124543 391023 697393 91390 791387 273603 266472 237479 459818 452507 415878 790005 312586 412323 257874 240202 144417 104678 318523 405171 352158
internal_value=0 0.0400494 -0.0357242 -0.0519695 0.0276911 0.0785941 0.081525 -0.0554528 -0.0142355 -0.00734652 0.0364839 0.0400133 0.0465999 -0.0460009 -0.0433194 -0.0390974 0.0623699 -0.00393448 0.000865924 0.0106053 -0.0635806 0.053446 -0.0609729 -0.0570292 0.0320732 0.0694938 0.0139433 0.0164904 0.0210883 0.0295034
internal_weight=0 4.84358e+06 6.06328e+06 3.4529e+06 3.66765e+06 1.17593e+06 1.13441e+06 3.21928e+06 2.61038e+06 1.71977e+06 2.23695e+06 1.73259e+06 1.0352e+06 1.48841e+06 1.33146e+06 1.05786e+06 500301 1.45275e+06 992928 540421 1.73087e+06 703609 1.4602e+06 1.04788e+06 331592 381896 1.4307e+06 1.18053e+06 862007 456836
internal_count=10906858 4843580 6063278 3452902 3667647 1175933 1134406 3219281 2610376 1719767 2236950 1732594 1035201 1488411 1331462 1057859 500301 1452746 992928 540421 1730870 703609 1460202 1047879 331592 381896 1430697 1180530 862007 456836
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 2 2 4 2 4 2 4 2 4 1 2 2 2 1 4 4 1 2 2 1 1 1
split_gain=1.32165e+06 267631 101975 52950.8 46970.6 35514.9 33411.5 25836.4 10636.7 9236.06 8626.31 7834.45 7658.41 7529.25 7516.71 7512.1 7464.1 6948.44 6404.16 5813.85 5669.14 4849.92 4733.99 5909.74 4358.03 4254.26 4110.31 3778.15 4452.25 3601.44
threshold=1.9875478652524217 6.4305754945323477 1.3792780556926056 3.0585111125219111 0.063865034115743999 9.4770567817028475 4361.7762099207484 0.88851680502863417 6.5000000000000009 6.5000000000000009 11.706087530795603 6.5000000000000009 4.3503034965344343 18.500000000000004 1.6034253718631113 7.5000000000000009 2.5528404184267992 4.5000000000000009 4.5000000000000009 6.5000000000000009 11.500000000000002 5.5000000000000009 0.66561210068130083 0.21462207961866353 5.5000000000000009 7.5000000000000009 18.500000000000004 3.5000000000000004 5.5000000000000009 3.5000000000000004
decision_type=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 2 2
left_child=2 3 4 16 -1 15 10 22 -9 29 -7 18 -13 17 -11 -3 19 -10 -5 -2 -19 -21 23 -6 26 -24 -14 -15 -29 -4
right_child=1 5 9 11 7 6 -8 8 13 14 -12 12 24 27 -16 -17 -18 20 -20 21 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.014121476824050029 -0.017372786298199827 0.15417312423544979 -0.084599695321700003 0.074100634305450094 -0.14612558472265 0.50087760823545013 0 -0.10214131817720001 -0.067770992451150036 -0.048815996600700018 2.6508776082354504 0.088617994685449911 0.20344729598544975 -0.098726790056150107 -0.027647577745700147 0.3308776082354502 0.040764494330450068 -0.11113608303669996 -0.011051208464549945 0.022053330004900042 -0.081998101546200006 -0.019517389119550012 -0.13384595133264998 -0.13834714852615004 0.073847474185449971 -0.094789815613649964 0.11257793623544998 -0.063314187451149986 -0.10779129005615014 -0.045193486371699801
leaf_weight=233621 158973 166690 72667 319335 40321 245841 41527 197032 902948 682150 470163 1018972 377158 249053 1004889 421675 797334 87989 72235 959577 212534 144048 109101 590499 101506 615794 260445 164478 49532 138771
leaf_count=233621 158973 166690 72667 319335 40321 245841 41527 197032 902948 682150 470163 1018972 377158 249053 1004889 421675 797334 87989 72235 959577 212534 144048 109101 590499 101506 615794 260445 164478 49532 138771
internal_value=0 0.0326029 -0.0370299 0.0201923 -0.0472657 0.0714199 0.0857359 -0.0504077 -0.0427667 -0.0184131 0.0907936 0.0311712 0.0340203 -0.040169 -0.0159439 0.0529877 0.00873524 -0.0359996 0.0183793 0.00395169 -0.0491706 0.00652713 -0.060911 -0.0672455 0.0417699 -0.0553985 0.0448337 -0.0510049 -0.0412607 -0.0381152
internal_weight=0 5.55548e+06 5.35138e+06 4.20958e+06 3.4529e+06 1.3459e+06 757531 3.21928e+06 1.86357e+06 1.89848e+06 716004 2.14965e+06 1.75808e+06 1.66653e+06 1.68704e+06 588365 2.05993e+06 1.20347e+06 391570 1.2626e+06 300523 1.10362e+06 1.35572e+06 630820 739109 724895 637603 463063 214010 211438
internal_count=10906858 5555479 5351379 4209583 3452902 1345896 757531 3219281 1863566 1898477 716004 2149651 1758081 1666534 1687039 588365 2059932 1203471 391570 1262598 300523 1103625 1355715 630820 739109 724895 637603 463063 214010 211438
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 4 2 4 2 1 2 4 2 1 2 1 2 2 4 1 2 1 2 1 2 1 2
split_gain=1.14959e+06 238682 102366 51118.4 49834.3 31189.5 32666.7 19901.4 14931.8 12027.5 8212.87 8083.72 8344.65 7752.81 7616.11 7273.56 7308.5 7607.13 8004.07 6488.53 6472.59 5406.33 5180.75 4901.52 4647.76 4372.58 4367.48 4106.19 4811.99 4707.32
threshold=1.9724453994182767 6.9041015180909131 1.2081819753118594 3.0585111125219111 0.063865034115743999 10.26680505863118 4361.7762099207484 0.71084494744720317 1.6034253718631113 7.5000000000000009 13.510221848315824 18.500000000000004 4.5000000000000009 7.5000000000000009 4.4131176835457824 7.5000000000000009 5.5000000000000009 15.500000000000002 4.5000000000000009 6.5000000000000009 18.500000000000004 0.21462207961866353 5.5000000000000009 7.5000000000000009 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 18.500000000000004 4.5000000000000009 10.500000000000002
decision_type=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 2 2
left_child=2 3 4 15 -1 13 10 21 19 -9 -7 12 -11 -3 -5 -2 17 18 -17 -4 -15 -6 24 -16 -21 -10 -19 28 -27 -30
right_child=1 5 8 14 7 6 -8 9 25 11 -12 -13 -14 20 23 16 -18 26 -20 22 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.012709329141645043 -0.0057846011345949579 0.15259546181190517 -0.076535786359480093 0.068945814766905048 -0.13151302625038497 0.45078984741190525 0 -0.10191318215438505 -0.046434725789529813 -0.065319992919785005 2.385789847411905 -0.089220641550534913 -0.089063804233029939 0.49778984741190513 0.08365046181190508 0.077672667776355203 -0.013273076817645092 -0.0034018486736449916 -0.0081067727676899185 -0.071693096681129997 0.20454017541190553 -0.12451243367353504 -0.066496663642079942 0.14406661761190503 -0.040767791391579961 -0.00027602480663020402 0.031691719984959836 -0.038907138826129818 -0.07746655989763003 -0.028692319306630056
leaf_weight=233621 355178 157560 149272 1258956 40321 209507 41527 266500 124372 833182 384693 445595 281560 256683 253152 558724 236366 370068 117040 155853 168482 716570 154288 764987 940523 496972 462820 287815 35736 148935
leaf_count=233621 355178 157560 149272 1258956 40321 209507 41527 266500 124372 833182 384693 445595 281560 256683 253152 558724 236366 370068 117040 155853 168482 716570 154288 764987 940523 496972 462820 287815 35736 148935
internal_value=0 0.029815 -0.0351381 0.0189186 -0.0481995 0.0689602 0.084278 -0.0521988 -0.0203818 -0.0465496 0.0902706 -0.0431962 -0.0386455 0.0522492 0.0292968 0.00766614 0.0103212 0.0128828 0.0207661 -0.0272217 0.0592709 -0.0658337 -0.0248697 0.0357278 -0.0224553 -0.0116278 0.00648659 -0.00936317 -0.00513421 -0.0189174
internal_weight=0 5.59574e+06 5.31112e+06 4.37729e+06 2.81735e+06 1.21845e+06 635727 2.58373e+06 2.49377e+06 1.82684e+06 594200 1.56034e+06 1.11474e+06 582725 2.2771e+06 2.1002e+06 1.74502e+06 1.50865e+06 675764 1.39994e+06 425165 756891 1.25066e+06 1.01814e+06 1.09638e+06 1.09383e+06 832888 969458 681643 184671
internal_count=10906858 5595743 5311115 4377291 2817349 1218452 635727 2583728 2493766 1826837 594200 1560337 1114742 582725 2277095 2100196 1745018 1508652 675764 1399936 425165 756891 1250664 1018139 1096376 1093830 832888 969458 681643 184671
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 2 4 2 4 2 2 2 1 1 1 2 4 1 1 2 2 1 2 1 1 2 2
split_gain=998519 237774 85191.8 58206.9 45095.1 27645.6 24571.2 26814.1 12315.7 11713.7 9055.24 8394.56 8025.01 6966.68 6573.07 6502.89 6364.02 7621.02 5572.45 5046.34 4810.74 5601.33 6163.89 6672.73 5276.17 5428.1 4708.93 5068.98 4497.97 4460.87
threshold=1.8957057480073569 8.7274620793340905 1.2186136800714296 3.0899576490239093 0.063865034115743999 0.73980663510687295 4361.7762099207484 13.510221848315824 7.5000000000000009 5.7807855470603329 6.5000000000000009 2.5308351056845475 5.5000000000000009 19.500000000000004 18.500000000000004 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 18.500000000000004 0.21462207961866353 1.0000000180025095e-35 5.5000000000000009 7.5000000000000009 20.500000000000004 3.5000000000000004 15.500000000000002 2.5000000000000004 5.5000000000000009 3.5000000000000004 11.500000000000002
decision_type=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 2 2
left_child=2 3 4 11 -1 19 7 12 -7 20 28 -2 -3 16 15 -10 17 -12 -14 -6 -5 22 -22 24 25 -24 -15 -28 -4 -17
right_child=1 6 10 9 5 8 -8 -9 14 -11 13 -13 18 26 -16 29 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.011438396227480574 0.0020684278926328403 0.15571086267071479 -0.044580665155576862 0.027336378740214509 -0.11836172362534647 -0.091721863938946602 0 2.1472108626707147 -0.058290698294056309 0.17405105767071483 -0.054770026588517241 0.036185872279173741 0.59801086267071468 -0.061011524943516984 -0.080442529935531581 -0.10876047380972703 -0.043588522325966932 -0.0092879487259665446 0.25781731037071437 -0.11206119030618159 0.043494989623714633 0.042565886805714472 0.21864644237571476 0.056512455850714363 0.088281282125714539 0.099458480850714542 -0.030492106088517091 -0.081555730576422028 -0.077571347723532025 -0.076591910968276888
leaf_weight=233621 1470260 85054 168457 203698 40321 258918 41527 384693 810947 673963 200393 879650 248117 163593 434727 76254 681925 686178 129078 803547 290791 290900 245871 278979 370525 210975 223069 45458 76671 198698
leaf_count=233621 1470260 85054 168457 203698 40321 258918 41527 384693 810947 673963 200393 879650 248117 163593 434727 76254 681925 686178 129078 803547 290791 290900 245871 278979 370525 210975 223069 45458 76671 198698
internal_value=0 0.0260251 -0.0346147 0.0174202 -0.0460703 -0.0498195 0.0736334 0.0773158 -0.0427504 0.0278343 -0.0200409 0.00604976 0.0610837 -0.0178182 -0.0393176 -0.0351577 -0.0147209 -0.00913441 0.0673405 -0.0647267 0.0238012 0.025553 0.0281815 0.0315867 0.0360964 0.0432881 -0.0290609 -0.020913 -0.0381817 -0.0484477
internal_weight=0 5.80408e+06 5.10278e+06 4.91561e+06 2.85703e+06 2.62341e+06 888469 846942 1.77954e+06 2.5657e+06 2.24574e+06 2.34991e+06 462249 2.00062e+06 1.52063e+06 1.0859e+06 1.5685e+06 886571 377195 843868 1.89174e+06 1.68804e+06 1.39714e+06 1.10635e+06 827371 456846 432120 268527 245128 274952
internal_count=10906858 5804081 5102777 4915612 2857033 2623412 888469 846942 1779544 2565702 2245744 2349910 462249 2000616 1520626 1085899 1568496 886571 377195 843868 1891739 1688041 1397141 1106350 827371 456846 432120 268527 245128 274952
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 2 4 4 2 2 4 1 2 2 2 2 1 2 2 2 2 1 2 4 2 1 1
split_gain=866779 204057 89024.9 44808.8 39014.2 22061.5 21495.8 33439.2 12214.8 8860.94 8791.6 8348.85 7611.43 6821.47 6253.78 6012.98 5884.55 4924.34 8077.39 6019.07 4843.15 4360.22 4060.45 3881 3759.23 3922.7 3622.27 3456.23 5910.68 4036.51
threshold=1.9424671321762206 8.7274620793340905 1.2405517379283897 3.0899576490239093 0.063865034115743999 0.75379296930959405 4361.7762099207484 14.474496692018944 7.5000000000000009 1.6295558195015538 4.3503034965344343 6.5000000000000009 19.500000000000004 2.5308351056845475 4.5000000000000009 18.500000000000004 6.5000000000000009 7.5000000000000009 19.500000000000004 4.5000000000000009 11.500000000000002 11.500000000000002 15.500000000000002 6.5000000000000009 5.5000000000000009 15.500000000000002 0.21462207961866353 18.500000000000004 3.5000000000000004 1.0000000180025095e-35
decision_type=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 2 2
left_child=2 3 4 13 -1 26 7 11 -7 16 -5 -3 14 23 22 -13 -4 -12 19 -19 -16 -21 -10 -2 25 -18 -6 28 29 -25
right_child=1 6 9 10 5 8 -8 -9 12 -11 17 15 -14 -15 20 -17 24 18 -20 21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.010294556604732464 -0.015263890344183651 0.1579251793636427 -0.061231957502024328 0.055471734502643068 -0.10652555126281182 -0.082549677545051922 0 1.9324897764036437 -0.044937673798400905 -0.024390953594165411 0.070735520943143199 0.57120977640364323 -0.072664866978678341 0.032567285051256438 -0.097884426428754348 0.2324897764036436 -0.023950354759070081 0.20981831416314345 0.085597399603643265 0.0090904516096429692 -0.06893271987144925 0.12514095190364358 -0.060782824084650855 -0.0059332841549290197 -0.055149447744280433 -0.041812284354165112 -0.10085507127556347 -0.0073920000701438232 -0.0039090934577437507 0.057507322665411212
leaf_weight=233621 167914 104549 145965 1176139 40321 264015 41527 342103 591804 928758 361540 258129 326166 879650 78133 142161 544989 461412 360066 52876 233727 153669 325699 100863 150131 519612 847130 370382 364358 339449
leaf_count=233621 167914 104549 145965 1176139 40321 264015 41527 342103 591804 928758 361540 258129 326166 879650 78133 142161 544989 461412 360066 52876 233727 153669 325699 100863 150131 519612 847130 370382 364358 339449
internal_value=0 0.0247619 -0.0316666 0.0165951 -0.0431786 -0.0465624 0.0687763 0.0722205 -0.0402577 -0.0168805 0.0255988 0.0558636 -0.0368822 0.00620161 -0.0332791 0.0624357 -0.0220203 0.0309842 0.0345145 0.0410226 -0.0455127 0.0268343 -0.0291209 0.00171799 -0.0197407 -0.0176516 -0.0594889 0.00375013 0.00742963 0.015226
internal_weight=0 5.67679e+06 5.23007e+06 4.78832e+06 2.94062e+06 2.707e+06 888469 846942 1.81954e+06 2.28946e+06 2.5657e+06 504839 1.55553e+06 2.22262e+06 1.22936e+06 400290 1.3607e+06 1.38956e+06 1.02802e+06 667957 311860 206545 917503 1.34297e+06 1.21473e+06 1.0646e+06 887451 1.17505e+06 804670 440312
internal_count=10906858 5676787 5230071 4788318 2940616 2706995 888469 846942 1819544 2289455 2565702 504839 1555529 2222616 1229363 400290 1360697 1389563 1028023 667957 311860 206545 917503 1342966 1214732 1064601 887451 1175052 804670 440312
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 2 4 2 1 4 2 2 2 2 4 2 2 2 2 2 2 1 1 1 1 2 2
split_gain=702640 192206 63530.5 40727.4 29741.2 20896.5 33202.1 16675.2 10368 9559.34 9353.45 9134.86 8939.2 7921.67 5788.54 5777.03 4846.8 4609.38 4395.81 4309.55 4065.35 3556.3 3508.46 3741.23 6153.3 4194.1 3279.89 3744.89 4279.79 3727.67
threshold=1.8957057480073569 9.2356574130385507 1.2516587173044018 3.5310730681121103 0.21462207961866353 4361.7762099207484 15.802884990757821 0.61523768472026175 7.5000000000000009 2.5083225623778627 19.500000000000004 4.5000000000000009 5.9016995952873224 6.5000000000000009 19.500000000000004 5.5000000000000009 15.500000000000002 1.4629714767441473 11.500000000000002 19.500000000000004 7.5000000000000009 17.500000000000004 7.5000000000000009 18.500000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 6.5000000000000009 18.500000000000004
decision_type=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 2 2
left_child=2 3 4 9 -1 6 15 -6 -9 22 11 16 -5 -4 17 -3 -10 -15 -13 -17 -14 -22 -2 24 25 -24 -11 28 -28 -30
right_child=1 5 13 12 7 -7 -8 8 10 26 -12 18 20 14 -16 19 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.045872996136530647 -0.016451402309765228 0.15934725846727887 -0.047960902445026314 0.067786429403528636 -0.13626836695450706 0 1.7392407987632794 -0.08626836695450707 -0.044718258034810714 -0.00094443258407110879 -0.068162567464560647 -0.090344513317828848 0.082764006762328896 -0.034135587193468188 -0.036736212744351703 0.51408879876327873 -0.055425025964632106 -0.017939574733953381 -0.062039447884304356 0.23130512119327876 0.25776450519232913 0.12703765964327901 -0.0057019970554957672 -0.0099851832079346902 -0.0034044557694560499 0.055623050170970072 0.0042503285458217023 0.011152098475821326 0.068595111076328943 0.028005348326676584
leaf_weight=273942 231058 84261 232131 1429468 463004 41527 301881 328634 733263 157063 400157 95751 203394 539369 408738 263546 400888 940170 286730 109811 259127 255288 100446 391830 372068 332410 142832 211813 585853 330405
leaf_count=273942 231058 84261 232131 1429468 463004 41527 301881 328634 733263 157063 400157 95751 203394 539369 408738 263546 400888 940170 286730 109811 259127 255288 100446 391830 372068 332410 142832 211813 585853 330405
internal_value=0 0.0221257 -0.0287425 0.0148442 -0.0381509 0.0676047 0.0713814 -0.0413268 -0.0377638 0.00702057 -0.0349502 -0.031362 0.0252492 -0.0155095 -0.0133664 0.0543995 -0.0268551 -0.0104563 -0.0447261 0.0597372 0.0343544 0.0390865 0.00123462 0.00341273 0.00731373 0.0154199 0.0128059 0.0144907 0.0169183 0.0194282
internal_weight=0 5.80408e+06 5.10278e+06 5.00306e+06 2.98237e+06 801026 759499 2.70843e+06 2.24542e+06 2.85578e+06 1.91679e+06 1.51663e+06 2.14728e+06 2.12041e+06 1.88828e+06 457618 1.13415e+06 1.47954e+06 382481 373357 717809 514415 1.42781e+06 1.19675e+06 804924 432856 1.42797e+06 1.2709e+06 1.05909e+06 916258
internal_count=10906858 5804081 5102777 5003055 2982369 801026 759499 2708427 2245423 2855778 1916789 1516632 2147277 2120408 1888277 457618 1134151 1479539 382481 373357 717809 514415 1427812 1196754 804924 432856 1427966 1270903 1059090 916258
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 2 2 1 2 2 1 2 2 2 1 2 2 1 2 2 2 1 2 1 1 4 1
split_gain=600955 154906 94154.2 29778 23905.6 23004.5 21515.8 25420 9903.6 11596.2 8499.54 6174.32 9447 8181.8 10392.6 7825.14 5975.04 5602.29 5586.54 9320.67 8794.67 5481.5 5220.41 4997.76 10842 5245.45 4797.61 4391.52 4264.22 3967.27
threshold=2.2255125879120325 10.596722056185305 1.4274303319384332 4.8468740826415839 4361.7762099207484 17.363445469100128 0.063865034115743999 0.64910147511828375 6.5000000000000009 19.500000000000004 4.5000000000000009 20.500000000000004 7.5000000000000009 4.5000000000000009 15.500000000000002 10.500000000000002 10.500000000000002 1.0000000180025095e-35 6.5000000000000009 18.500000000000004 4.5000000000000009 7.5000000000000009 3.5000000000000004 15.500000000000002 4.5000000000000009 10.500000000000002 1.0000000180025095e-35 2.5000000000000004 0.21462207961866353 3.5000000000000004
decision_type=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 2 2
left_child=2 3 6 11 5 -3 -1 28 22 10 17 12 -2 14 26 -15 -12 -10 -5 20 -20 -4 -9 24 -23 -26 -14 -11 -8 -28
right_child=1 4 21 18 -6 -7 7 8 9 27 16 -13 13 15 -16 -17 -18 -19 19 -21 -22 23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.0046778013306061792 0.0083358583222260304 0.38354964187395102 -0.032715514725073017 0.061475357093095796 0 1.5653167188869519 -0.091285696522877574 -0.055681877300190946 -0.060050004781329491 -0.068793299178218706 -0.086338357694974208 0.0056666042331485755 0.034776239684103948 -0.045021283488174295 0.033203509353043795 0.032231087969026011 -0.050458482454095947 -0.038282498879026419 0.26267991888695086 0.081765636952926005 0.090575038282425524 0.010966027639927135 -0.085934031860640844 -0.022802555815313409 -0.062353758251458481 -0.020585859991558309 0.12509605770804377 -0.053711315890104319 -0.086297738344526032 0.058318509934093578
leaf_weight=233621 566429 293973 352229 313611 41527 260336 40321 203305 262518 191971 90200 512793 123489 83671 609090 488932 403677 1237424 470117 417940 182308 681364 99049 1020672 67512 194708 423636 314240 547112 179083
leaf_count=233621 566429 293973 352229 313611 41527 260336 40321 203305 262518 191971 90200 512793 123489 83671 609090 488932 403677 1237424 470117 417940 182308 681364 99049 1020672 67512 194708 423636 314240 547112 179083
internal_value=0 0.0238796 -0.0232547 0.0173594 0.0717118 0.0771943 -0.0333213 -0.0353442 -0.0313795 -0.0293121 -0.0258804 0.0117413 0.013811 0.0171778 0.0214661 0.00717757 -0.0372589 -0.0221339 0.0294853 0.0329244 0.0403931 -0.00750849 -0.0484736 -0.00544858 -0.00020242 -0.0174815 0.0295455 -0.0428286 -0.0542583 0.0332246
internal_weight=0 4.96694e+06 5.93992e+06 4.3711e+06 595836 554309 3.62344e+06 3.38982e+06 2.80238e+06 2.50003e+06 1.99382e+06 2.98712e+06 2.47433e+06 1.9079e+06 1.3353e+06 572603 493877 1.49994e+06 1.38398e+06 1.07036e+06 652425 2.31648e+06 302354 1.96426e+06 943584 262220 726208 506211 587433 602719
internal_count=10906858 4966935 5939923 4371099 595836 554309 3623438 3389817 2802384 2500030 1993819 2987123 2474330 1907901 1335298 572603 493877 1499942 1383976 1070365 652425 2316485 302354 1964256 943584 262220 726208 506211 587433 602719
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 2 4 1 2 1 2 2 2 1 1 1 1 4 2 2 1 1 2 2 2 1 1
split_gain=523014 161819 62437 28604.7 33573.6 25563.5 22264.5 24469.7 8108.46 7865.45 7567.7 7059.56 5673.52 4965.05 5255.21 4653.49 4568.64 5144.76 4447.19 5773.62 4264.22 3864.67 5800.41 5950.9 3534.94 3517.57 3495.11 6035.6 7120.99 5683.07
threshold=1.9424671321762206 9.2356574130385507 1.2746951674099993 15.802884990757821 4361.7762099207484 4.2905885281954772 0.063865034115743999 0.64910147511828375 6.5000000000000009 2.5528404184267992 5.5000000000000009 18.500000000000004 3.5000000000000004 6.5000000000000009 18.500000000000004 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 0.21462207961866353 7.5000000000000009 18.500000000000004 4.5000000000000009 3.5000000000000004 12.500000000000002 6.5000000000000009 18.500000000000004 3.5000000000000004 3.5000000000000004
decision_type=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 2 2
left_child=2 5 6 13 -5 9 -1 20 -9 -2 11 16 -13 -3 -15 24 17 -10 -17 -20 -8 -7 23 -23 -4 -25 29 28 -28 -11
right_child=1 3 15 4 -6 21 7 8 10 26 -12 12 -14 14 -16 18 -18 -19 19 -21 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0042100211975455437 0.0028862198466846679 0.11240756843315652 -0.052633776874909714 1.4087850469982564 0 0.050735790199166256 -0.082157126870589806 -0.07252346224838728 -0.054045004303196545 -0.032223964499886827 -0.057254487508853646 -0.059748344135847377 -0.036714599903590626 0.45341192699825617 0.18019467768655562 -0.040919894168855553 -0.049051672193843127 -0.030903809692418707 -0.012088326831312557 -0.037516565941480187 -0.077667964510073434 0.18466787036328114 0.065792288669632978 0.0026127626835828368 -0.021065861563592761 0.1054590561661831 0.080555444173941559 0.017443495436246081 0.025488868306641699 0.035509849866016553
leaf_weight=233621 1383906 95307 82682 301881 41527 391923 40321 243363 192070 99998 235002 295310 195312 230080 132231 236543 426206 659347 1446900 241027 547112 450644 473536 77347 155255 124310 569454 594122 507681 202840
leaf_count=233621 1383906 95307 82682 301881 41527 391923 40321 243363 192070 99998 235002 295310 195312 230080 132231 236543 426206 659347 1446900 241027 547112 450644 473536 77347 155255 124310 569454 594122 507681 202840
internal_value=0 0.0193659 -0.0244671 0.0610204 0.0828347 0.0125226 -0.0336406 -0.0360866 -0.0313351 0.00765458 -0.0292412 -0.0270005 -0.0371969 0.0446503 0.0499927 -0.0114534 -0.023085 -0.0188541 -0.00982224 -0.00802268 -0.0542583 0.0232929 0.0262701 0.0323858 -0.0246464 0.0181075 0.0117068 0.0134979 0.0179611 0.0018221
internal_weight=0 5.67679e+06 5.23007e+06 801026 343408 4.87576e+06 3.06766e+06 2.83404e+06 2.24661e+06 3.358e+06 2.00325e+06 1.76824e+06 490622 457618 362311 2.16241e+06 1.27762e+06 851417 1.92447e+06 1.68793e+06 587433 1.51776e+06 1.12584e+06 652301 237937 201657 1.9741e+06 1.67126e+06 1.07714e+06 302838
internal_count=10906858 5676787 5230071 801026 343408 4875761 3067664 2834043 2246610 3358001 2003247 1768245 490622 457618 362311 2162407 1277623 851417 1924470 1687927 587433 1517760 1125837 652301 237937 201657 1974095 1671257 1077135 302838
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 4 2 4 4 2 2 1 2 4 1 2 1 2 2 1 1 2 1 1 1 2 2
split_gain=443339 156048 57041.7 27630.5 22628.2 24532.2 20310.9 33466.6 7821.41 7042.27 6703.25 6023.65 5211.77 4698.75 5382.25 4411.57 4264.22 4044.43 3482.52 5284.98 3949.1 3477.71 3354.08 3163.34 4858.96 3020.49 3011.84 2946.75 2786.76 2639.28
threshold=1.9424671321762206 10.596722056185305 1.1320451391052746 4.5512344757770959 0.063865034115743999 0.64910147511828375 4361.7762099207484 17.363445469100128 1.4748239984124771 7.5000000000000009 2.5747377668184788 7.08528122962674 6.5000000000000009 18.500000000000004 4.5000000000000009 17.500000000000004 0.21462207961866353 1.0000000180025095e-35 7.5000000000000009 5.5000000000000009 20.500000000000004 5.5000000000000009 3.5000000000000004 3.5000000000000004 15.500000000000002 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 3.5000000000000004 6.5000000000000009
decision_type=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 2 2
left_child=2 3 4 10 -1 16 7 21 29 -7 -2 -5 -13 14 -11 27 -6 -12 28 20 23 -3 -22 24 -20 -10 -15 -14 -19 -4
right_child=1 6 8 11 5 9 -8 -9 25 13 17 12 15 26 -16 -17 -18 18 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0037890190777909896 0.0029234535838497779 0.1438168115898403 -0.043005797614050323 0.064213059802669822 -0.073941414183530799 -0.061795780848153473 0 1.267906542298431 -0.035287840069896784 -0.035259913507792721 -0.0028746542486581816 0.07263514602181971 0.39107073429843031 -0.061237352490512632 -0.050343448774784076 0.12878260111669526 -0.069901168059066085 0.032089713312172211 0.1206964075198453 0.0014590923414592894 -0.0032368386524137096 0.35368376199973001 0.05335559426620904 0.041478839459269605 0.043607950744547354 -0.012988617432907823 -0.046016434571234832 0.15828122235888245 -0.013263534655660792 -0.031861104974458779
leaf_weight=233621 1423607 58582 134145 972896 40321 249979 41527 260336 168510 778361 229687 133329 193388 160493 259613 190993 547112 225236 290779 236380 166937 235391 127990 429705 248134 1273198 251269 62387 149503 1133449
leaf_count=233621 1423607 58582 134145 972896 40321 249979 41527 260336 168510 778361 229687 133329 193388 160493 259613 190993 547112 225236 290779 236380 166937 235391 127990 429705 248134 1273198 251269 62387 149503 1133449
internal_value=0 0.01757 -0.0227864 0.0118924 -0.0336133 -0.0366414 0.0659858 0.0710393 -0.0127129 -0.0305528 0.00699974 0.0230071 0.0310726 -0.02788 -0.0242943 0.0362506 -0.0542583 0.010585 0.0121195 0.0142738 0.0168413 0.0479163 0.0067098 0.0199261 0.0250291 -0.00767479 -0.0369189 0.0448375 0.00349657 -0.018443
internal_weight=0 5.67679e+06 5.23007e+06 5.08095e+06 2.52077e+06 2.28715e+06 595836 554309 2.7093e+06 1.69972e+06 3.52796e+06 1.55299e+06 580097 1.44974e+06 1.03797e+06 446768 587433 2.10435e+06 1.87466e+06 1.49992e+06 1.26354e+06 293973 294927 968618 538913 1.44171e+06 411762 255775 374739 1.26759e+06
internal_count=10906858 5676787 5230071 5080951 2520769 2287148 595836 554309 2709302 1699715 3527958 1552993 580097 1449736 1037974 446768 587433 2104351 1874664 1499925 1263545 293973 294927 968618 538913 1441708 411762 255775 374739 1267594
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 4 4 2 2 1 2 1 2 2 1 2 2 1 1 1 1 2 1 2 1 2 2
split_gain=364031 150764 45501.4 28590.9 23506.9 22225.8 22111 8793.05 8402.19 7796.03 5947.2 7744.55 6023.11 5429.94 4279.55 4120.34 3688.1 3643.47 5426.7 4106.49 3233.85 2919.25 4857.68 2894.19 2874.83 3538.58 3655.24 2832.24 4294.31 2817.9
threshold=1.9114006399297823 12.488862463994478 0.96664210520393146 5.364665132288887 4361.7762099207484 0.063865034115743999 17.363445469100128 1.486683587184437 2.7697432743488846 0.68123229381296735 7.5000000000000009 17.500000000000004 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 7.5000000000000009 19.500000000000004 5.5000000000000009 6.5000000000000009 4.5000000000000009 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 3.5000000000000004 17.500000000000004 5.5000000000000009 7.5000000000000009 15.500000000000002
decision_type=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 2 2
left_child=2 3 5 8 6 -1 -3 13 23 -7 -5 12 -12 20 -10 -11 21 18 19 -16 -4 22 -15 -2 25 26 -20 28 -25 -24
right_child=1 4 7 10 -6 9 -8 -9 14 15 11 -13 -14 16 17 -17 -18 -19 24 -21 -22 -23 29 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0034101171700118729 -0.019370059111468586 0.36876738579975737 -0.062840148127882953 0.055996677761687867 0 -0.062911051253159475 1.1411158880685874 -0.014817471362143664 -0.0019437784853629126 -0.063472022388733243 0.28675031761322994 0.081401754901185452 0.12323982451329663 -0.042806785766446788 0.029899968241197783 -0.039842403882805577 -0.041764775628752027 0.0082529031443529643 0.10753612717184301 -0.051295367508671322 -0.029609089117047651 -0.035640596323263288 -0.0015058211705465396 -0.013299122307415168 0.025016566939889275 0.040678812367025335 0.03635302383737269 -0.011562521363704371 0.017738057688505292 -0.026907297725132298
leaf_weight=233621 208604 168965 74827 334862 41527 673156 260336 1316484 237195 144976 264756 437905 222542 179417 197233 829785 359968 333397 409765 56280 131165 586346 415053 218025 314587 459625 179228 266705 1149541 200982
leaf_count=233621 208604 168965 74827 334862 41527 673156 260336 1316484 237195 144976 264756 437905 222542 179417 197233 829785 359968 333397 409765 56280 131165 586346 415053 218025 314587 459625 179228 266705 1149541 200982
internal_value=0 0.0161482 -0.0204485 0.0113221 0.0703737 -0.0328342 0.0773231 -0.0133092 0.00721151 -0.0369264 0.0244696 0.0286027 0.0372758 -0.0175762 0.0114026 -0.0312106 -0.0157604 0.0129452 0.0149081 0.0014733 -0.0329294 -0.0134118 -0.00946556 0.0022371 0.0174066 0.0199218 0.0250534 0.00365294 0.00549136 -0.00524824
internal_weight=0 5.76108e+06 5.14578e+06 5.29025e+06 470828 1.88154e+06 429301 3.26424e+06 4.03018e+06 1.64792e+06 1.26006e+06 925203 487298 1.94776e+06 2.18731e+06 974761 1.74177e+06 1.95012e+06 1.61672e+06 253513 205992 1.3818e+06 795452 1.84288e+06 1.3632e+06 1.04862e+06 588993 1.63427e+06 1.36757e+06 616035
internal_count=10906858 5761078 5145780 5290250 470828 1881538 429301 3264242 4030185 1647917 1260065 925203 487298 1947758 2187310 974761 1741766 1950115 1616718 253513 205992 1381798 795452 1842875 1363205 1048618 588993 1634271 1367566 616035
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 4 2 2 1 1 2 2 2 1 2 2 1 1 2 1 2 2 1 2 2 2 2
split_gain=300211 132983 54453.8 29835.6 26351.9 13572.9 9009.75 8769.95 7157.57 5640.4 5549.89 5282.33 5131.47 5070.92 4798.1 4975.82 4488.82 5196.21 4352.35 4429.25 4179.08 3388.93 3248.34 2994.34 3117.98 2950.27 3243.95 2917.74 2750.37 2574.7
threshold=2.3203971745663967 15.802884990757821 1.1539371347305376 4361.7762099207484 7.2755387962326052 1.0000000180025095e-35 1.6818042251167384 0.95508042939293436 19.031470636161817 6.5000000000000009 19.500000000000004 1.0000000180025095e-35 5.5000000000000009 7.5000000000000009 7.5000000000000009 20.500000000000004 3.5000000000000004 15.500000000000002 19.500000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 4.5000000000000009 7.5000000000000009 20.500000000000004 3.5000000000000004 3.5000000000000004 6.5000000000000009 6.5000000000000009 20.500000000000004
decision_type=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 2 2
left_child=2 4 5 8 11 -1 23 13 -3 -6 22 -2 14 -7 25 16 17 -16 19 -15 -17 -14 -11 -4 -25 27 -27 -13 -9 -8
right_child=1 3 6 -5 9 7 29 28 -10 10 -12 12 21 18 15 20 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0030691054530107564 -0.0021433604528327877 0.82700429926172847 -0.030316577027728633 0 0.070496559985518917 -0.060586717582094357 -0.00082592011639039955 -0.045552350447729498 1.0270042992617285 0.33964035403843412 0.10776416551490726 -0.027144127762726279 0.017019771199760569 -0.047464935235873897 0.10761162615900091 -0.00084842166771572638 0.036610931130322835 0.040068065056164497 -0.055584023686355268 -0.052737686962047906 0.049151578332284278 -0.037149358668689916 0.14712911767166476 -0.017822380230005219 -0.034493615359711072 0.043030789923326478 -0.013154838893790988 0.029634845253048783 -0.033338570989329956 -0.019090718022838349
leaf_weight=189593 393049 83096 270243 41527 179433 264097 1437066 81131 218785 314359 193642 155753 459204 826484 491052 294531 719604 412235 286772 271553 222955 92457 104215 1341007 248893 213694 93520 74941 687605 244362
leaf_count=189593 393049 83096 270243 41527 179433 264097 1437066 81131 218785 314359 193642 155753 459204 826484 491052 294531 719604 412235 286772 271553 222955 92457 104215 1341007 248893 213694 93520 74941 687605 244362
internal_value=0 0.0180618 -0.0153925 0.0780031 0.0133991 -0.0263605 -0.00731814 -0.028381 0.0889354 0.0299273 0.034497 0.00978757 0.0111196 -0.0324934 0.0129285 0.0150504 0.017773 0.0224672 -0.0300717 -0.0272066 0.00651187 0.00233712 0.0409729 -0.0121135 -0.0104594 0.00448553 0.0109031 -0.00406079 -0.0195602 -0.00201305
internal_weight=0 4.75805e+06 6.14881e+06 343408 4.41464e+06 2.60724e+06 3.54157e+06 2.41764e+06 301881 791649 612216 3.623e+06 3.22995e+06 1.64891e+06 2.67828e+06 2.14038e+06 1.62289e+06 903287 1.38481e+06 1.09804e+06 517486 551661 418574 1.86014e+06 1.5899e+06 537908 307214 230694 768736 1.68143e+06
internal_count=10906858 4758052 6148806 343408 4414644 2607235 3541571 2417642 301881 791649 612216 3622995 3229946 1648906 2678285 2140377 1622891 903287 1384809 1098037 517486 551661 418574 1860143 1589900 537908 307214 230694 768736 1681428
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 2 4 4 2 2 1 1 2 2 2 1 1 1 1 2 2 1 1 1 2 1 4 2
split_gain=255499 139851 32674.2 28358.8 27552.8 11467.8 10430.4 9048.25 7536.2 7297.7 4801.59 5764.01 4083.61 4075.34 4002.23 4642.15 3567.96 3262.51 4389.98 3214.43 6058.04 5256.87 3104.22 3145.74 3034.64 3065.7 2897.32 3356.69 2802.77 2655.27
threshold=1.9565920344307979 15.802884990757821 1.1644762710155476 4361.7762099207484 6.4305754945323477 1.0000000180025095e-35 19.031470636161817 6.5000000000000009 0.73980663510687295 2.9369508376616884 7.5000000000000009 17.500000000000004 5.5000000000000009 4.5000000000000009 7.5000000000000009 20.500000000000004 4.5000000000000009 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 3.5000000000000004 15.500000000000002 15.500000000000002 4.5000000000000009 1.0000000180025095e-35 5.5000000000000009 6.5000000000000009 3.5000000000000004 8.2207406222617951 12.500000000000002
decision_type=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 2 2
left_child=2 4 5 6 9 -1 -3 16 -9 -2 -6 13 22 28 -4 19 -7 -17 -19 -16 21 -21 23 -10 -11 26 27 -26 -12 -22
right_child=1 3 14 -5 10 7 -8 8 12 24 11 -13 -14 -15 15 17 -18 18 -20 20 29 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0027621949077097697 0.0039880901346878161 0.74430386933555548 -0.026232753805952493 0 0.066785806656135802 -0.046741761055207845 0.92430386933555586 -0.044584139953732831 -0.021089107042003976 0.00020979554578719474 0.15796729975805698 0.09698774896341647 -0.040824672320092327 0.1092000673448002 -0.030138739987237085 -0.036503614450023571 -0.064302921602294921 0.0036629454416615918 -0.053083617800371033 0.016074732082518219 -0.031262710120674345 -0.015567371175523537 -0.032692830000352571 -0.036871376344321319 -0.019990069623293041 0.010530467641658348 0.049736420499055717 0.034934056078731679 0.38405461181593881 -0.011596669436025575
leaf_weight=189593 1974026 83096 385746 41527 266427 220180 218785 767351 567238 248719 88318 345724 163727 102939 238727 185105 69771 135223 36810 477431 272745 331851 583043 87237 105647 357050 1424067 183176 199080 556499
leaf_count=189593 1974026 83096 385746 41527 266427 220180 218785 767351 567238 248719 88318 345724 163727 102939 238727 185105 69771 135223 36810 477431 272745 331851 583043 87237 105647 357050 1424067 183176 199080 556499
internal_value=0 0.0141694 -0.0164591 0.0760113 0.0101587 -0.0242927 0.0866696 -0.0261201 -0.0239018 0.00667282 0.0250856 0.0292493 -0.0195394 0.0375775 -0.00854181 -0.0069179 -0.042711 -0.0173681 -0.0074538 -0.00492981 -0.00335033 0.00280471 -0.0175758 -0.0128486 0.0104772 0.0117313 0.0134883 0.00435596 0.0436927 -0.0093572
internal_weight=0 5.63858e+06 5.26828e+06 343408 5.29517e+06 2.64814e+06 301881 2.45855e+06 2.1686e+06 4.29268e+06 1.00249e+06 736061 1.40124e+06 390337 2.62014e+06 2.23439e+06 289951 357138 172033 1.87725e+06 1.63853e+06 809282 1.23752e+06 654475 2.31866e+06 2.06994e+06 1.71289e+06 288823 287398 829244
internal_count=10906858 5638581 5268277 343408 5295173 2648140 301881 2458547 2168596 4292685 1002488 736061 1401245 390337 2620137 2234391 289951 357138 172033 1877253 1638526 809282 1237518 654475 2318659 2069940 1712890 288823 287398 829244
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 2 2 1 2 2 4 4 1 1 2 1 2 2 1 2 2 2 1 1 2 1 1 1
split_gain=213852 130754 40747 31405.9 21650.6 7678.57 12676.6 7492.25 4549.68 4388.94 4383 4300.52 4282.36 4021.01 3992.7 5732.75 3969.82 3835.52 3798.13 3814.45 4588.34 7580.33 6976.34 3401.13 3291.14 3278.08 3967.41 2825 3152.39 2650.68
threshold=2.3203971745663967 17.363445469100128 1.3444015487378238 4361.7762099207484 6.4305754945323477 1.0000000180025095e-35 0.57677878104017288 7.5000000000000009 19.500000000000004 1.0000000180025095e-35 6.5000000000000009 18.500000000000004 19.031470636161817 0.21462207961866353 3.5000000000000004 1.0000000180025095e-35 15.500000000000002 3.5000000000000004 20.500000000000004 7.5000000000000009 4.5000000000000009 12.500000000000002 15.500000000000002 3.5000000000000004 3.5000000000000004 5.5000000000000009 7.5000000000000009 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35
decision_type=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 2 2
left_child=2 4 5 12 18 -1 13 -8 14 -4 -6 17 -3 -7 15 -9 -17 -12 19 23 22 -22 -21 24 -2 26 -11 -10 -29 -24
right_child=1 3 9 -5 10 6 7 8 27 25 11 -13 -14 -15 -16 16 -18 -19 -20 20 21 -23 29 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0024859754169387575 -0.011603227407729656 0.86987348240200013 -0.026517423195990153 0 0.05676832332135362 -0.1010512601209011 -0.037230890178643609 -0.038260027716913218 -0.043134483215303027 -0.021605185784947259 0.28678211254241931 0.087015548460119163 0.83187348240200054 -0.083315146009364946 -0.030604946245781941 -0.002384165407337502 -0.025653138293645572 0.13630713300263828 0.00040129724527986359 0.071426744108966753 -0.028708612051619477 0.032039121445775365 -0.017116020421023139 -0.014660026005834227 0.033361513492856786 -0.020353222819714214 0.001866302219657179 -0.025502238242684341 -0.052169922543957005 0.026631404730833277
leaf_weight=189593 104944 41551 329085 41527 242732 84349 391494 238457 181968 310735 274561 312864 218785 376524 765984 525343 274411 213876 605017 802506 197737 440803 117376 279020 307843 393099 1790882 246878 50004 556910
leaf_count=189593 104944 41551 329085 41527 242732 84349 391494 238457 181968 310735 274561 312864 218785 376524 765984 525343 274411 213876 605017 802506 197737 440803 117376 279020 307843 393099 1790882 246878 50004 556910
internal_value=0 0.0155995 -0.012636 0.0792923 0.011285 -0.020138 -0.0213197 -0.0186802 -0.0164885 -0.00380257 0.0238861 0.0274522 0.0921747 -0.0366372 -0.0141887 -0.0101479 -0.00609037 0.0333155 0.00742932 0.00897822 0.0110863 0.00400351 0.0141488 0.00253235 0.00829702 -0.00237069 -0.000802953 -0.0251536 -0.0191403 0.00665059
internal_weight=0 4.75805e+06 6.14881e+06 301863 4.45619e+06 3.325e+06 3.13541e+06 2.67454e+06 2.28304e+06 2.8238e+06 1.04403e+06 801301 260336 460873 1.8042e+06 1.03821e+06 799754 488437 3.41216e+06 2.80714e+06 2.11533e+06 638540 1.47679e+06 691807 412787 2.49472e+06 2.10162e+06 478850 296882 674286
internal_count=10906858 4758052 6148806 301863 4456189 3325005 3135412 2674539 2283045 2823801 1044033 801301 260336 460873 1804195 1038211 799754 488437 3412156 2807139 2115332 638540 1476792 691807 412787 2494716 2101617 478850 296882 674286
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 4 1 2 4 2 1 2 1 1 2 1 2 2 2 1 1 2 2 2 2 1 2
split_gain=195455 121459 28446.5 34049.9 17679.9 17041.8 10431.8 7574.74 5159.73 3967.96 3950.1 3828 3474.39 3360.13 3202.24 3183.26 3107.28 3002.38 2645.58 3739.88 3774.75 2560.69 7867.02 2942.16 2682.51 2522.72 3082.07 2381.74 2303.99 2174.89
threshold=11.083327231127907 1.6818042251167384 19.031470636161817 4361.7762099207484 0.99975416099508785 3.1862832816718751 1.0000000180025095e-35 0.55592067293378034 0.21462207961866353 1.0000000180025095e-35 7.5000000000000009 7.08528122962674 19.500000000000004 1.0000000180025095e-35 8.5000000000000018 4.5000000000000009 5.5000000000000009 11.500000000000002 5.5000000000000009 6.5000000000000009 3.5000000000000004 15.500000000000002 4.5000000000000009 4.5000000000000009 10.500000000000002 4.5000000000000009 18.500000000000004 2.5000000000000004 3.5000000000000004 20.500000000000004
decision_type=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 2 2
left_child=1 4 25 -4 6 13 -1 8 -8 -6 -9 -7 15 -3 -11 -12 29 -17 19 20 28 22 -21 -23 -24 -2 -27 -20 -15 -16
right_child=2 5 3 -5 9 11 7 10 -10 14 12 -13 -14 18 16 17 -18 -19 27 21 -22 23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0022373778752449169 0.080503322854579562 -0.015831342823076612 0.7486861341618003 0 -0.030935481749514972 0.030718687385126665 -0.090946134108811014 -0.04055248588398852 -0.074983631408428411 -0.022834930533207842 -0.021161769429877176 0.10794424241870965 -0.034908733703963878 -0.028352778630867981 -0.0094955159939599035 -0.050988092124177258 -0.027837217014286344 -0.028760062750281892 0.022196663828130261 0.034052929410659162 -0.040967402158078509 -0.0020869190085578636 -0.050752136289240114 0.026808437774808527 -0.0046090295535178077 0.41999119346272668 0.15448991193396433 -0.016930890260317712 0.009549808943000393 -0.023020382386391883
leaf_weight=189593 49727 352004 218785 41527 295050 2155367 84349 209007 333191 430182 711766 622741 244425 52437 1220272 58982 258094 174860 68572 791829 85373 845728 53494 217312 126906 150709 92444 379926 134599 257607
leaf_count=189593 49727 352004 218785 41527 295050 2155367 84349 209007 333191 430182 711766 622741 244425 52437 1220272 58982 258094 174860 68572 791829 85373 845728 53494 217312 126906 150709 92444 379926 134599 257607
internal_value=0 -0.00351589 0.0574923 0.0815456 -0.0159485 0.00591979 -0.0229164 -0.025246 -0.0370661 -0.0102688 -0.0217183 0.0116111 -0.0194915 0.000832835 -0.00878695 -0.0167444 -0.00687298 -0.0268669 0.00200785 0.00337369 -0.00763007 0.00484648 0.00855549 0.00145432 -0.0102905 0.0361138 0.0403108 -0.00501987 0.000322932 -0.00510495
internal_weight=0 1.03537e+07 553192 260312 4.46738e+06 5.88629e+06 2.00617e+06 1.81658e+06 417540 2.4612e+06 1.39904e+06 2.77811e+06 1.19003e+06 3.10818e+06 2.16616e+06 945608 1.73597e+06 233842 2.75618e+06 2.30768e+06 272409 2.03527e+06 972229 1.06304e+06 180400 292880 243153 448498 187036 1.47788e+06
internal_count=10906858 10353666 553192 260312 4467378 5886288 2006173 1816580 417540 2461205 1399040 2778108 1190033 3108180 2166155 945608 1735973 233842 2756176 2307678 272409 2035269 972229 1063040 180400 292880 243153 448498 187036 1477879
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 4 4 2 2 1 2 1 1 2 1 2 2 1 1 1 1 2 2 1 2 1 1
split_gain=188837 112689 25881.7 18452.9 16271.1 16242.9 9188.68 9700.75 6179.8 4728.54 3749.43 3877.43 3614.27 3053.49 3369.28 3377.47 3046.53 3380.28 5780.86 3084.75 2970.6 2732.08 2596.54 2500.31 2495.64 3120.32 2736.12 2463.45 3261.67 2417.65
threshold=15.802884990757821 1.6818042251167384 4361.7762099207484 3.4906271729016454 19.031470636161817 0.99975416099508785 1.0000000180025095e-35 0.57677878104017288 8.2207406222617951 0.21462207961866353 4.5000000000000009 18.500000000000004 1.0000000180025095e-35 20.500000000000004 2.5000000000000004 5.5000000000000009 7.5000000000000009 3.5000000000000004 15.500000000000002 2.5000000000000004 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 5.5000000000000009 7.5000000000000009 19.500000000000004 4.5000000000000009 8.5000000000000018 5.5000000000000009 1.0000000180025095e-35
decision_type=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 2 2
left_child=1 5 4 13 -2 6 -1 9 22 -8 -10 21 -7 16 -15 -16 19 18 29 20 -3 -12 -5 -24 -9 26 -26 -14 -29 -18
right_child=2 3 -4 8 -6 12 7 24 10 -11 11 -13 27 14 15 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0020136400877204252 0.5908870148155273 -0.024874946160009872 0 -0.0018592006501485514 0.67381752074562018 -0.027841933574563438 -0.081851520697929919 -0.036092228321027701 0.022452990569121312 -0.067485268267585594 0.27584460377035641 0.074149734670888631 -0.020551437479887014 -0.029317752270535638 0.0071296767953683117 -0.043471681722622259 0.0059667437926631097 -1.4388380114027655e-06 -7.5115182938567671e-05 -0.020962230326060552 0.016528664084364309 0.086755896071598934 0.044607850751776118 0.012631707890608902 -0.016886380279998826 -0.031417860333567485 -0.027663278782189417 -0.010915265519721018 -0.0250534953128577 0.048949958841014767
leaf_weight=189593 83096 69292 41527 216092 218785 295050 84349 202322 105640 376524 257495 179850 430182 199913 281663 54525 159117 1074223 553416 304964 205955 82720 1487543 316892 689707 236942 226736 1477879 258094 546772
leaf_count=189593 83096 69292 41527 216092 218785 295050 84349 202322 105640 376524 257495 179850 430182 199913 281663 54525 159117 1074223 553416 304964 205955 82720 1487543 316892 689707 236942 226736 1477879 258094 546772
internal_value=0 -0.00280022 0.0725501 0.00604156 0.0827323 -0.0148655 -0.0215443 -0.0237306 0.0123235 -0.036264 0.0210075 0.0244964 -0.00942152 0.00122296 -0.00571292 0.000400371 0.00249909 0.00411146 0.00762667 -0.00398562 0.00368941 0.0307744 0.00963427 0.0108748 -0.0194699 -0.0176729 -0.0150282 -0.00800723 -0.0063285 0.0136258
internal_weight=0 1.05634e+07 343408 6.09607e+06 301881 4.46738e+06 2.00617e+06 1.81658e+06 2.64623e+06 460873 625705 520065 2.4612e+06 3.44984e+06 536101 336188 2.91374e+06 2.33353e+06 1.2593e+06 580211 275247 340215 2.02053e+06 1.80444e+06 1.35571e+06 1.15338e+06 916443 2.16616e+06 1.73597e+06 705889
internal_count=10906858 10563450 343408 6096072 301881 4467378 2006173 1816580 2646232 460873 625705 520065 2461205 3449840 536101 336188 2913739 2333528 1259305 580211 275247 340215 2020527 1804435 1355707 1153385 916443 2166155 1735973 705889
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 4 4 2 2 1 4 4 2 1 2 1 2 1 1 1 1 2 2 1 2 1 2
split_gain=185277 97106.2 29565.7 17093.2 16103.8 10387.6 8082.43 7511.34 4974.18 4731.11 3720.79 4202.86 3678.14 3587.09 2435.49 2106.94 2084.52 2041 2158 3455.57 1956.52 2574.8 1774.96 1765.59 1662.05 1654.45 1603.81 2130 1564.72 1923.45
threshold=17.363445469100128 1.7213949921164908 4361.7762099207484 0.85411835247845469 5.7807855470603329 1.0000000180025095e-35 0.57677878104017288 19.031470636161817 2.7697432743488846 0.21462207961866353 7.5000000000000009 17.500000000000004 4.5000000000000009 1.1644762710155476 8.7274620793340905 20.500000000000004 1.0000000180025095e-35 7.5000000000000009 3.5000000000000004 15.500000000000002 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 11.500000000000002 5.5000000000000009 8.5000000000000018 5.5000000000000009 7.5000000000000009
decision_type=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 2 2
left_child=1 3 7 5 8 -1 9 -2 15 -7 -6 12 14 22 -12 17 -10 24 19 -19 -17 -22 -5 -15 -3 -14 27 -25 29 -18
right_child=2 4 -4 13 10 6 -8 -9 16 -11 11 -13 25 23 -16 20 28 18 -20 -21 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018122760789484717 0.68179831333397445 0.0024124821778899633 0 -0.032943293361364923 0.034212117690435306 -0.073666368628136955 -0.024896950903970441 0.60643576867105797 -0.0025731177444118462 -0.060736741440827038 0.11328464716493869 0.05629948653703707 -0.020310114921218061 -0.022198726430001339 0.30040761373941827 -0.025768390170166456 0.0049350066476321792 0.033939773456913257 -0.0020494044162404634 -0.0018623666504538506 0.013087856720831327 -0.038339779155353609 -0.019419982129138359 -0.018710375866756924 -0.022392205197593107 0.097257757697486374 -0.019175645254269291 -0.0059517076643578193 0.0051563217805298935 0.032771249234602
leaf_weight=189593 41551 182922 41527 145217 334731 84349 812329 218785 254883 376524 164980 439776 43802 231553 187948 190528 351555 506125 753473 387903 133656 36496 1040128 284690 204832 89332 261735 1166602 359605 1389728
leaf_count=189593 41551 182922 41527 145217 334731 84349 812329 218785 254883 376524 164980 439776 43802 231553 187948 190528 351555 506125 753473 387903 133656 36496 1040128 284690 204832 89332 261735 1166602 359605 1389728
internal_value=0 -0.00256071 0.0768905 -0.0135092 0.00580271 -0.022433 -0.0256848 0.0893899 0.00313706 -0.0362627 0.0158509 0.0191176 0.0255264 -0.00933853 0.0308692 -7.11622e-05 0.00639999 0.0011772 0.0027135 0.00603605 -0.00711545 0.000678217 -0.0136746 -0.00669543 -0.0053503 0.011363 -0.00558759 -0.00428818 0.00743609 0.0086763
internal_weight=0 1.0605e+07 301863 4.59272e+06 6.01228e+06 1.4628e+06 1.2732e+06 260336 4.75171e+06 460873 1.26057e+06 925838 486062 3.12992e+06 352928 2.39594e+06 2.35577e+06 2.03526e+06 1.6475e+06 894028 360680 170152 1.18534e+06 1.94458e+06 387754 133134 1.71303e+06 1.45129e+06 2.10089e+06 1.74128e+06
internal_count=10906858 10604995 301863 4592720 6012275 1462795 1273202 260336 4751706 460873 1260569 925838 486062 3129925 352928 2395935 2355771 2035255 1647501 894028 360680 170152 1185345 1944580 387754 133134 1713027 1451292 2100888 1741283
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 4 4 4 2 2 1 1 1 2 2 1 1 1 2 1 1 2 1 1 2 1 2
split_gain=180442 82931.8 28793.4 15366 13343.1 11115.3 11412.9 8885.89 4601.17 3809.57 2906.03 2723.59 2746.47 1809.98 1749.52 1718.52 2113.41 1761.03 3527.33 1763.18 1646.75 1620.14 3038.01 2888.69 1570.96 3108.13 1675.06 1625.32 2151.96 1557.84
threshold=17.363445469100128 1.7213949921164908 4361.7762099207484 0.76702715695584844 4.2905885281954772 0.21462207961866353 0.55592067293378034 19.031470636161817 8.7274620793340905 1.1644762710155476 2.4201790425036633 5.5000000000000009 19.500000000000004 3.5000000000000004 1.0000000180025095e-35 5.5000000000000009 8.5000000000000018 15.500000000000002 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 18.500000000000004 2.5000000000000004 5.5000000000000009 7.5000000000000009 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 3.5000000000000004
decision_type=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 2 2
left_child=1 3 7 5 10 -1 -7 -2 -6 14 -3 -10 13 -13 -5 16 -16 18 -18 -19 -11 24 -23 -24 27 26 -26 28 -12 -17
right_child=2 4 -4 9 8 6 -8 -9 11 20 21 12 -14 -15 15 29 17 19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0016310484710535533 0.61361848200057667 -0.0018444639746164173 0 -0.030290245381264749 0.033912869987471693 -0.054663067296744305 -0.023408997910170194 0.54579219180395244 0.023905959579341385 -0.01997885378700124 -0.012841895491423828 0.26576659828285187 0.060995998619775095 0.13081409623682988 -0.024725320800573238 0.0012232945759439674 0.0036094602517978917 -0.019937071545558818 -0.021175730384120951 0.00096584216878232716 -0.010451825840362795 -0.020210608912364949 0.023136551790386584 -0.027301648824812653 0.012008874702888762 0.0070408615821641266 0.054837937598191291 -0.011643140813126607 0.020355427192799171 -0.026467953085866559
leaf_weight=273942 41551 1764795 41527 182989 1430317 333191 555868 218785 107919 231553 60684 195723 140017 142947 223046 28570 249424 378826 168891 92733 1713027 264412 330796 72159 136472 550633 454371 177419 183611 160660
leaf_count=273942 41551 1764795 41527 182989 1430317 333191 555868 218785 107919 231553 60684 195723 140017 142947 223046 28570 249424 378826 168891 92733 1713027 264412 330796 72159 136472 550633 454371 177419 183611 160660
internal_value=0 -0.00254738 0.0758602 -0.0126653 0.00518158 -0.0225983 -0.028025 0.0881953 0.011812 -0.009297 0.00183443 0.0192702 0.0225055 0.0273759 -0.0131106 -0.011824 -0.010326 -0.0081443 -0.00342111 -0.0123342 -0.00638441 0.00423334 0.000108636 0.00557407 0.00599428 0.00792115 0.0129586 0.000778727 0.0060693 -0.0206341
internal_weight=0 1.0605e+07 301863 4.59272e+06 6.01228e+06 1.163e+06 889059 260336 2.01692e+06 3.42972e+06 3.99535e+06 586606 478687 338670 1.48514e+06 1.30215e+06 1.11292e+06 889874 418315 471559 1.94458e+06 2.23056e+06 667367 402955 1.56319e+06 1.14148e+06 590843 421714 244295 189230
internal_count=10906858 10604995 301863 4592720 6012275 1163001 889059 260336 2016923 3429719 3995352 586606 478687 338670 1485139 1302150 1112920 889874 418315 471559 1944580 2230557 667367 402955 1563190 1141476 590843 421714 244295 189230
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 4 2 2 2 1 2 2 2 1 1 2 2 1 1 1 1 2 1 1 2 2 1
split_gain=174899 63134.3 28306.5 10637.2 9944.4 8942.22 4771.95 4004.86 6103.65 2378.44 2352.47 2435.17 2387.67 3585.17 2166.07 2423.18 2079.74 2489.37 2418.04 2046.77 2695.07 2039.65 2034.72 2471.85 1965.95 1888.46 1765.54 2400.59 2222.04 1757.91
threshold=17.363445469100128 1.7213949921164908 4361.7762099207484 8.2207406222617951 19.031470636161817 1.1644762710155476 2.9369508376616884 1.0000000180025095e-35 0.61523768472026175 4.5000000000000009 20.500000000000004 7.5000000000000009 3.5000000000000004 15.500000000000002 19.500000000000004 8.5000000000000018 3.5000000000000004 1.0000000180025095e-35 15.500000000000002 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 17.500000000000004 1.0000000180025095e-35 5.5000000000000009 6.5000000000000009 3.5000000000000004 3.5000000000000004
decision_type=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 2 2
left_child=1 5 4 6 -2 7 25 -1 -9 -5 11 19 13 21 15 -10 17 -17 -19 20 -8 -13 -16 -24 29 -3 27 28 -27 -11
right_child=2 3 -4 9 -6 -7 10 8 14 24 -12 12 -14 -15 22 16 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0014679436239482869 0.55225663380051915 -0.014806002719470258 0 0.014395883785230979 0.49121297262355701 -0.010384213056045068 -0.011557705942281516 -0.048328266846496076 -0.025392485455595804 0.24424461544645198 0.00023775189497854399 0.027319843272395519 0.018130703122653104 0.021095515432610235 -0.028296538226708901 -0.025963967963957481 -0.018129308404002044 0.003248514226618138 -0.013325190249236219 -0.0078707170956210607 0.039621218520564133 0.090071383904783003 -0.010973114126785878 -0.042177025191429518 0.067549060046420806 -0.00035897968006342045 -0.0087334408370978167 0.0069532925086837954 -0.035132841999793656 0.11294387697797639
leaf_weight=189593 41551 301181 41527 111942 218785 1944580 88854 547353 381560 191196 507911 99535 749832 380514 178595 158308 514528 322921 195881 296981 229224 342591 124123 35278 223665 156877 381430 1738619 71476 140447
leaf_count=189593 41551 301181 41527 111942 218785 1944580 88854 547353 381560 191196 507911 99535 749832 380514 178595 158308 514528 322921 195881 296981 229224 342591 124123 35278 223665 156877 381430 1738619 71476 140447
internal_value=0 -0.00199026 0.0752037 0.00475336 0.0874339 -0.0108183 0.00326721 -0.0145995 -0.0156794 0.0166582 0.00622963 0.00765315 0.00973982 0.0134601 -0.0130129 -0.0114525 -0.00923166 -0.00558993 -0.00224055 0.00231831 0.0078924 0.0195845 -0.020276 -0.0120633 0.0193388 0.000253512 0.00120959 0.00241701 -0.00722259 0.0242251
internal_weight=0 1.0605e+07 301863 6.01228e+06 260336 4.59272e+06 5.34502e+06 2.64814e+06 2.45855e+06 667250 2.69544e+06 2.18753e+06 1.57247e+06 822640 1.91119e+06 1.5732e+06 1.19164e+06 677110 518802 615059 318078 442126 337996 159401 555308 2.64958e+06 2.3484e+06 1.96697e+06 228353 331643
internal_count=10906858 10604995 301863 6012275 260336 4592720 5345025 2648140 2458547 667250 2695442 2187531 1572472 822640 1911194 1573198 1191638 677110 518802 615059 318078 442126 337996 159401 555308 2649583 2348402 1966972 228353 331643
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 1 2 2 1 2 2 4 2 2 1 2 1 4 2 1 1 1 1 2 1 2 2 2 1
split_gain=169009 45379.2 27711.8 11412.2 8118.79 6331.88 3259.82 2525.48 2672.94 4653.03 4003.98 2682.47 2461.45 2608.24 3350.25 2442 3287.9 2394.12 2380.95 2290.68 2151.7 2914.38 2110.71 3334.13 2052.19 3168.87 2140.79 1850.43 1735.81 2322.45
threshold=17.363445469100128 1.9114006399297823 4361.7762099207484 19.031470636161817 7.2755387962326052 1.1748094374540947 1.0000000180025095e-35 20.500000000000004 8.5000000000000018 3.5000000000000004 14.500000000000002 1.5000000000000002 1.0000000180025095e-35 19.500000000000004 8.5000000000000018 4.5000000000000009 14.500000000000002 3.5000000000000004 12.488862463994478 12.500000000000002 3.5000000000000004 5.5000000000000009 5.5000000000000009 3.5000000000000004 13.500000000000002 4.5000000000000009 10.500000000000002 7.5000000000000009 20.500000000000004 3.5000000000000004
decision_type=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 2 2
left_child=1 5 3 -2 6 12 -3 8 11 10 -10 17 -1 14 -14 16 -16 -8 27 -17 -15 -22 23 -9 25 -11 -27 -6 -7 -30
right_child=2 4 -4 -5 18 28 7 22 9 24 -12 -13 13 20 15 19 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0013211492615534228 0.4970309704204674 -0.0086363851763289652 0 0.4420916753612012 0.016070055462794032 -0.0068939987385768127 -0.010401935348053294 -0.013863673404643607 0.062522325477173804 0.032069420420661209 0.017402769524520422 -0.0056193199282166262 -0.027634568420790019 -0.029609340274727992 -0.0046175711675616963 -0.034836587718662493 -0.019461409477757298 0.031468885703014315 0.16940492966329865 -0.015233529337906761 -0.013033430635417355 -0.041488501884586526 -0.037957649660037521 0.025497807799226637 0.016896177196767861 -0.045403912767075387 -0.0070195927278694729 0.086568329855009563 -0.025497486247405377 -0.0065282789696649249
leaf_weight=189593 41551 508036 41527 218785 173723 2123179 76878 358142 474602 165368 617171 682809 514317 231493 599002 129029 542759 245068 168965 273465 162428 46194 81935 278494 822536 100046 214936 490506 173186 161135
leaf_count=189593 41551 508036 41527 218785 173723 2123179 76878 358142 474602 165368 617171 682809 514317 231493 599002 129029 542759 245068 168965 273465 162428 46194 81935 278494 822536 100046 214936 490506 173186 161135
internal_value=0 -0.00148895 0.074394 0.0864951 0.00486193 -0.00822666 0.0032253 0.00415769 0.00529627 0.00711262 0.011928 0.0009673 -0.0115806 -0.0124141 -0.0109202 -0.00859204 -0.00623099 0.00849211 0.0139487 -0.0152897 -0.0194015 -0.0120361 -0.00122869 0.000715637 0.00307748 -0.00211596 -0.00800109 0.0112526 -0.0045578 -0.0112554
internal_weight=0 1.0605e+07 301863 260336 5.45922e+06 5.14578e+06 4.62602e+06 4.11798e+06 3.39941e+06 2.39466e+06 1.09177e+06 1.00476e+06 2.68828e+06 2.49869e+06 2.05857e+06 1.54426e+06 1.14176e+06 321946 833194 402494 440115 208622 718571 636636 1.30289e+06 480350 314982 664229 2.4575e+06 334321
internal_count=10906858 10604995 301863 260336 5459215 5145780 4626021 4117985 3399414 2394659 1091773 1004755 2688280 2498687 2058572 1544255 1141761 321946 833194 402494 440115 208622 718571 636636 1302886 480350 314982 664229 2457500 334321
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 2 2 4 2 0 1 1 2 2 1 4 2 2 1 2 1 1 1 1 1 2 2 1 1 1
split_gain=166960 37899.6 32690.4 8166.24 7095.25 2817.42 2840.23 3460.23 2671.29 2201.58 2146.95 2712.51 2060.16 2456.87 3296.77 2382.72 1944.95 3425.63 2740.68 2331.3 2921.83 1974.4 1741.89 1734.18 1650.29 1669.51 1730.46 4809.46 2458.08 1556.22
threshold=19.031470636161817 2.0864151065215695 4361.7762099207484 8.2207406222617951 1.3553878465060663 4.5000000000000009 18.500000000000004 15.802884990757821 20.500000000000004 1.5000000000000002 2.5000000000000004 5.5000000000000009 7.5000000000000009 2.5000000000000004 3.5000000000000004 3.9056356625170454 6.5000000000000009 3.5000000000000004 5.5000000000000009 15.500000000000002 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 7.5000000000000009 15.500000000000002 3.5000000000000004 4.5000000000000009 3.5000000000000004
decision_type=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 2 2
left_child=1 4 -2 8 9 -5 7 23 12 16 -10 -12 13 14 -3 -14 17 29 19 20 -18 -21 -6 -7 25 -24 27 -27 -28 -1
right_child=2 3 -4 5 22 6 -8 -9 10 -11 11 -13 15 -15 -16 -17 18 -19 -20 21 -22 -23 24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.035360124867349185 0.39788250782508072 -0.012189736775729366 0 0.0080931249978423384 -0.015253321879813521 0.19416332091630581 0.046914190999586228 0.44732787337842056 -0.017769866783770637 -0.0085724596505655452 0.017414145111641056 -0.03439259359554292 0.010471510868373458 -0.0098738356887455581 0.024891659827982693 0.04007614304599514 -0.0070356124384420406 -0.038605433062378673 -0.02842065043696609 -0.021517566543303612 -0.027977050647388868 -0.0050555754624784129 -0.013251631838199175 0.073294656516354459 -0.012221213133708986 0.022899953609099379 -0.0099631964431520902 -0.014201644982938078 0.016822360333551424 -0.0090996138773346228
leaf_weight=50029 218785 121800 41527 116958 262378 196411 204198 47430 294750 948589 391212 79102 1767307 440995 329522 906933 891415 95661 242246 736227 130011 137908 243406 143804 309300 398092 594405 281371 151891 133195
leaf_count=50029 218785 121800 41527 116958 262378 196411 204198 47430 294750 948589 391212 79102 1767307 440995 329522 906933 891415 95661 242246 736227 130011 137908 243406 143804 309300 398092 594405 281371 151891 133195
internal_value=0 -0.00118814 0.0798715 0.00510418 -0.00684551 0.0150546 0.0178573 0.0228851 0.00347595 -0.00974852 -0.00188586 0.00230782 0.00462611 0.000465418 0.00565228 0.00601442 -0.011351 -0.0192054 -0.0103263 -0.00904635 -0.00580208 -0.0128373 -0.00248581 0.0193575 -0.00147048 -0.000227239 0.0010795 0.00473065 -0.00224469 -0.0111972
internal_weight=0 1.06465e+07 260312 5.04042e+06 5.60612e+06 708801 591843 387645 4.33162e+06 3.36528e+06 765064 470314 3.56656e+06 892317 451322 2.67424e+06 2.41669e+06 278885 2.13781e+06 1.89556e+06 1.02143e+06 874135 2.24084e+06 340215 1.97846e+06 1.66916e+06 1.42576e+06 679463 746296 183224
internal_count=10906858 10646546 260312 5040422 5606124 708801 591843 387645 4331621 3365281 765064 470314 3566557 892317 451322 2674240 2416692 278885 2137807 1895561 1021426 874135 2240843 340215 1978465 1669165 1425759 679463 746296 183224
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 2 2 1 1 1 1 4 1 2 1 2 1 1 2 1 1 2 1 2 1 2 2 1
split_gain=167332 32690.4 32124.6 6546.41 6216.69 2518.03 2883.59 2233.54 2858.72 3283.1 3211.36 2519.58 2780.53 2369.06 2024.06 1942.62 2602.46 2526.15 3882.77 2342.76 1893.2 1968.06 2364.89 1826.02 2121.13 1820.38 3809.46 2427.86 1796.85 2513.66
threshold=19.031470636161817 4361.7762099207484 2.4011943484643257 12.488862463994478 1.3553878465060663 1.0000000180025095e-35 0.45059434080261701 19.500000000000004 7.5000000000000009 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 3.9555083501796484 1.0000000180025095e-35 8.5000000000000018 5.5000000000000009 15.500000000000002 3.5000000000000004 4.5000000000000009 20.500000000000004 3.5000000000000004 5.5000000000000009 2.5000000000000004 3.5000000000000004 13.500000000000002 4.5000000000000009 9.5000000000000018 6.5000000000000009 4.5000000000000009
decision_type=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 2 2
left_child=2 -2 4 7 5 -1 -7 8 -4 10 -10 -9 -13 -12 -8 23 17 18 -17 -19 -6 -22 -23 24 -16 26 -11 -28 -25 -30
right_child=1 -3 3 -5 20 6 14 11 9 25 13 12 -14 -15 15 16 -18 19 -20 -21 21 22 -24 28 -26 -27 27 -29 29 -31
leaf_value=0.001653030708298431 0.35809425704257269 0 0.0027509471206228044 0.19412676482481431 -0.0022609917518108705 -0.045841797504045267 -0.019800470047570153 -0.015700319385802075 0.0064166217085791294 0.038327771695819739 0.029197119435019837 0.025329159411886338 -0.029844607551310888 0.095158642178730629 -0.029036963634327506 0.0057186537822884638 -0.018391050006858745 -0.014794936779951319 -0.013740152964324893 0.0039327989645133064 -0.023421475511243274 0.0086708685716166307 -0.03126270847442552 -0.028457975987252127 0.0034122789048101512 0.021932426240640623 -0.068905018375100199 -0.010415018375100438 -0.010551655745515554 -0.041018476238421635
leaf_weight=189593 218785 41527 898059 210516 2533055 249459 360912 399444 271191 173685 475957 486668 109646 422876 38196 490279 292784 743547 332975 182606 219263 157917 43116 121466 137113 591540 63160 225172 197196 29155
leaf_count=189593 218785 41527 898059 210516 2533055 249459 360912 399444 271191 173685 475957 486668 109646 422876 38196 490279 292784 743547 332975 182606 219263 157917 43116 121466 137113 591540 63160 225172 197196 29155
internal_value=0 0.0798715 -0.00127848 0.00535875 -0.00582462 -0.00876304 -0.00943141 0.00447933 0.00579477 0.00771796 0.0113642 0.000355508 0.00447248 0.0142419 -0.00855159 -0.00756511 -0.00617234 -0.00471194 -0.000681442 -0.00829463 -0.00247634 -0.00869197 -0.00154552 -0.0130022 -0.00468031 0.00366862 -0.00103481 -0.00808235 -0.0171967 -0.0119315
internal_weight=0 260312 1.06465e+07 4.32791e+06 6.31863e+06 3.36528e+06 3.17569e+06 4.1174e+06 3.12164e+06 2.22358e+06 1.17002e+06 995758 596314 898833 2.92623e+06 2.56532e+06 2.04219e+06 1.74941e+06 823254 926153 2.95335e+06 420296 201033 523126 175309 1.05356e+06 462017 288332 347817 226351
internal_count=10906858 260312 10646546 4327914 6318632 3365281 3175688 4117398 3121640 2223581 1170024 995758 596314 898833 2926229 2565317 2042191 1749407 823254 926153 2953351 420296 201033 523126 175309 1053557 462017 288332 347817 226351
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 2 2 1 1 1 4 2 2 2 1 2 2 1 1 2 1 2 1 2 3 1 2
split_gain=165523 32466.6 26121.1 5727.73 5193.37 2145.87 2695.12 1934.96 1845.73 2414.19 1780.19 1706.42 1587.85 1466.24 1440.56 2202.57 1414.28 1721 1400.94 2461.3 1387.04 1550.3 1352.5 1940.34 1623.03 4493.61 1562.13 1653.4 2367.56 3197.43
threshold=19.031470636161817 4361.7762099207484 2.4011943484643257 12.488862463994478 1.3553878465060663 1.0000000180025095e-35 0.45059434080261701 4.2293742641942567 20.500000000000004 8.5000000000000018 3.5000000000000004 1.0000000180025095e-35 5.5000000000000009 0.73980663510687295 21.500000000000004 7.5000000000000009 2.5000000000000004 3.5000000000000004 5.5000000000000009 18.500000000000004 5.5000000000000009 1.0000000180025095e-35 8.5000000000000018 5.5000000000000009 12.500000000000002 4.5000000000000009 2.5000000000000004 28.500000000000004 4.5000000000000009 6.5000000000000009
decision_type=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 2 2
left_child=2 -2 4 7 5 -1 -7 -4 9 13 -10 -6 -12 -8 15 -9 17 -15 -5 -20 21 -11 26 24 25 -24 -13 -28 29 -29
right_child=1 -3 3 18 11 6 8 14 10 20 12 22 -14 16 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0014877276374685167 0.32228483133831531 0 0.0053029635925556208 0.018443813458113922 -0.012954682285229335 -0.041257617753640743 -0.021168068014929188 0.0074434701122756408 -0.021774673874716124 -0.016694444338386651 -0.0057099475882772316 0.0021217302942197593 -0.032263631872526323 -0.02498813127089905 -0.0044228481668131536 0.040869712552778027 -0.018600452646917631 0.0056149790777452859 0.34871609827276162 0.075920985884529557 -0.012458178792185672 -0.0050694353191370395 0.03275477957436923 -0.011204968504226099 -0.00097150998888002611 -0.026927415368841068 -0.027351129517581719 -0.025576591381517667 -0.035818126107581887 0.026483660535529641
leaf_weight=189593 218785 41527 2227026 38735 343476 249459 131515 479132 187958 261268 140408 193756 37375 37041 243967 1167273 310515 103978 106155 65626 255409 1460762 345859 318924 1329904 82635 147933 47891 38485 104488
leaf_count=189593 218785 41527 2227026 38735 343476 249459 131515 479132 187958 261268 140408 193756 37375 37041 243967 1167273 310515 103978 106155 65626 255409 1460762 345859 318924 1329904 82635 147933 47891 38485 104488
internal_value=0 0.0795926 -0.00111756 0.00486743 -0.00521695 -0.00790267 -0.00851967 0.00404484 -0.00766909 -0.00671989 -0.0143142 -0.00215663 -0.00714073 -0.0123748 0.00639779 0.00746044 -0.00966837 -0.00136365 0.0209561 0.0248299 -0.00505255 -0.00403257 -0.00128462 -0.000131997 0.00116959 0.00652191 -0.00578065 -0.00987642 -0.00372621 0.00187099
internal_weight=0 260312 1.06465e+07 4.32791e+06 6.31863e+06 3.36528e+06 3.17569e+06 4.1174e+06 2.92623e+06 2.56049e+06 365741 2.95335e+06 177783 583049 1.89037e+06 1.6464e+06 451534 141019 210516 171781 1.97744e+06 1.72203e+06 2.60988e+06 2.07732e+06 1.7584e+06 428494 532553 338797 190864 152379
internal_count=10906858 260312 10646546 4327914 6318632 3365281 3175688 4117398 2926229 2560488 365741 2953351 177783 583049 1890372 1646405 451534 141019 210516 171781 1977439 1722030 2609875 2077322 1758398 428494 532553 338797 190864 152379
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 2 1 1 2 2 1 1 1 2 1 2 2 2 2 1 0 2 2 1 2 2 1
split_gain=164203 32254.6 21751.6 4792.39 3045.55 2299.98 2138.13 2493.36 1883.49 2042.64 2718.85 1848.51 4671.44 2974.2 2881.96 2341.9 1787.43 4423.55 3230.2 1478.05 1414.93 1624.06 1249.85 1230.13 1229.91 1652.75 1328.5 1229.18 1921.2 1647.63
threshold=19.031470636161817 4361.7762099207484 2.0371775997550241 7.08528122962674 1.1859865260814064 15.802884990757821 1.0000000180025095e-35 0.45059434080261701 19.500000000000004 2.5000000000000004 5.5000000000000009 6.5000000000000009 4.5000000000000009 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 13.500000000000002 4.5000000000000009 9.5000000000000018 17.500000000000004 4.5000000000000009 18.500000000000004 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 17.500000000000004 4.5000000000000009 6.5000000000000009 4.5000000000000009 5.5000000000000009
decision_type=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 2 2
left_child=2 -2 4 8 6 24 -1 -8 11 -10 -11 12 14 15 -4 -13 17 -15 -19 -17 -7 -22 -6 27 -5 26 -26 28 -9 -29
right_child=1 -3 3 5 22 20 7 23 9 10 -12 13 -14 16 -16 19 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0013389548737215763 0.29005634820448378 0 -0.015372746449032705 0.016640015473530667 -0.01213282942063092 -0.091380112098011071 -0.037131855978276639 -0.01528267356812494 -0.014953144526068841 0.015156084907976109 -0.028652923176541556 0.00031160314824312256 -0.040285998091456325 0.023644659774187816 0.01592053042179007 0.039981429374438986 0.012337444158899303 -0.063067246529768722 -0.012973522216136147 0.0067852089581023735 0.34831079973082102 0.10634692918154727 -0.0041630788136494791 -0.0056173797400029812 0.13584415335152472 0.032212839165751461 0.029653370978922313 -0.010468377537346019 -0.027653750275951697 -0.018864177126954297
leaf_weight=189593 218785 41527 141587 217778 324703 11318 249459 128590 394287 500895 105941 309906 131842 216515 416338 829572 645752 83075 248568 224566 47430 24348 2425709 651347 247100 283379 84268 1298648 51154 162878
leaf_count=189593 218785 41527 141587 217778 324703 11318 249459 128590 394287 500895 105941 309906 131842 216515 416338 829572 645752 83075 248568 224566 47430 24348 2425709 651347 247100 283379 84268 1298648 51154 162878
internal_value=0 0.0793275 -0.00106012 0.00359683 -0.00544726 0.0101589 -0.00781233 -0.00857638 0.00218271 -0.00160949 0.00203152 0.00335167 -0.00124259 0.00459054 0.0027579 0.00778069 0.0009458 -0.00325381 -0.0105122 0.0100273 0.0260229 0.0312045 -0.0030983 -0.0075433 0.00857548 0.0108632 0.0156581 -0.00900254 -0.0168061 -0.00804283
internal_weight=0 260312 1.06465e+07 5.16446e+06 5.48208e+06 915621 2.73167e+06 2.54208e+06 4.24884e+06 1.00112e+06 606836 3.24772e+06 689767 2.55795e+06 557925 1.36404e+06 1.19391e+06 548158 331643 1.05414e+06 83096 71778 2.75041e+06 2.29262e+06 832525 614747 331368 1.64127e+06 179744 1.46153e+06
internal_count=10906858 260312 10646546 5164465 5482081 915621 2731669 2542076 4248844 1001123 606836 3247721 689767 2557954 557925 1364044 1193910 548158 331643 1054138 83096 71778 2750412 2292617 832525 614747 331368 1641270 179744 1461526
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 2 2 4 1 1 4 4 1 1 2 2 4 1 4 1 1 2 1 2 2 1 1 2 3 1
split_gain=163969 32254.6 19173.5 4229.74 3248.4 2019.36 2227.66 2259.31 1991.49 2279.36 1692.6 2861.02 1504.4 2401.79 1401.16 1865.36 1653.99 1375.82 1363.96 1342.5 1342.44 1323.38 1408.45 1297.69 1239.61 2769.28 1281.26 1235.98 1849.16 1684.66
threshold=19.031470636161817 4361.7762099207484 2.2083713706818768 12.488862463994478 1.3902541801450066 19.500000000000004 8.5000000000000018 3.5310730681121103 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 0.45059434080261701 3.5000000000000004 1.0000000180025095e-35 20.500000000000004 8.5000000000000018 0.73980663510687295 3.5000000000000004 0.21462207961866353 5.5000000000000009 5.5000000000000009 2.5000000000000004 3.5000000000000004 17.500000000000004 14.500000000000002 3.5000000000000004 1.0000000180025095e-35 6.5000000000000009 29.500000000000004 4.5000000000000009
decision_type=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 2 2
left_child=2 -2 4 5 10 6 -4 -8 -7 -10 -1 18 13 -9 15 16 -13 -16 -12 -19 24 22 -18 -15 25 26 -17 -23 -29 -30
right_child=1 -3 3 -5 -6 8 7 12 9 -11 11 14 -14 23 17 20 21 19 -20 -21 -22 27 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0012050593863493831 0.26105071338403579 0 0.0015559534641408136 0.14571223626339247 -0.0035445121470093714 -0.013457830073461886 0.0073938241479593715 0.0064339400633873119 0.01753826653014361 -0.025033512747038956 -0.044782775507866024 -0.018431624474728459 0.019787456078914547 0.088368745211017521 -0.018845621412016556 -0.010905923614630986 -0.022106186786992412 -0.0040390325554492184 -0.032787790864266156 -0.027150850972578234 -0.010711162528716935 -0.021255197379255544 0.0065817485267832161 0.023665278711172633 -0.0083955362033634635 -0.011413847189748428 0.0093041720627403453 -0.023897453112245871 0.0070117596315706805 -0.033170165637192287
leaf_weight=189593 218785 41527 1151373 210516 2408224 433386 1138525 141346 532175 119042 84349 131515 560613 345732 196712 124697 39113 146964 165110 39190 267035 109519 109887 112809 938359 295238 437539 99124 104625 14236
leaf_count=189593 218785 41527 1151373 210516 2408224 433386 1138525 141346 532175 119042 84349 131515 560613 345732 196712 124697 39113 146964 165110 39190 267035 109519 109887 112809 938359 295238 437539 99124 104625 14236
internal_value=0 0.0793275 -0.00100269 0.00372956 -0.0048083 0.00308633 0.00426942 0.00606757 -0.000677391 0.00281826 -0.00675649 -0.00728388 0.0091726 0.0126532 -0.00644273 -0.00563172 -0.0104995 -0.0121003 -0.0175808 -0.00593809 -0.00419697 -0.00775943 5.36913e-05 0.0161663 -0.00321327 -0.000464854 0.00365327 -0.0113141 -0.00695965 0.00145128
internal_weight=0 260312 1.06465e+07 4.74552e+06 5.90103e+06 4.535e+06 3.4504e+06 2.29902e+06 1.0846e+06 651217 3.4928e+06 3.30321e+06 1.1605e+06 599887 3.05375e+06 2.67089e+06 608019 382866 249459 186154 2.06287e+06 476504 149000 458541 1.79583e+06 857474 562236 327504 217985 118861
internal_count=10906858 260312 10646546 4745517 5901029 4535001 3450398 2299025 1084603 651217 3492805 3303212 1160500 599887 3053753 2670887 608019 382866 249459 186154 2062868 476504 149000 458541 1795833 857474 562236 327504 217985 118861
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 0 2 2 1 2 2 2 1 2 4 2 1 4 1 2 2 2 2 1 2 2 3 2 1 1
split_gain=162352 32023.7 16290.5 4554.73 2914.74 1857.71 1583.4 2552.45 2238.57 1456.41 1365.8 1328.03 1349.19 1256.43 1195.83 1191.09 2347.85 1575.67 1216.47 1601.76 1207.91 1186.99 1598.22 1109.94 1097.89 1253.93 1732.17 2520.96 1598.08 1462.97
threshold=19.031470636161817 4361.7762099207484 2.9074135131119241 1.5636041746970781 15.802884990757821 1.5000000000000002 6.5000000000000009 3.5000000000000004 5.5000000000000009 22.500000000000004 10.500000000000002 20.500000000000004 3.5000000000000004 22.500000000000004 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 8.2207406222617951 5.5000000000000009 10.500000000000002 1.0000000180025095e-35 4.5000000000000009 18.500000000000004 4.5000000000000009 7.5000000000000009 3.5000000000000004 27.500000000000004 6.5000000000000009 3.5000000000000004 4.5000000000000009
decision_type=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 2 2
left_child=2 -2 3 5 9 6 7 23 11 15 -10 -8 14 24 -13 16 -4 18 -17 -20 -18 -6 -23 -1 25 28 -27 -28 -5 -29
right_child=1 -3 4 13 21 -7 8 -9 10 -11 -12 12 -14 -15 -16 17 20 -19 19 -21 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.020989755605123686 0.23494564204563206 0 -0.018371990452604691 -0.022644869789703218 -0.096813324514549493 -0.0033578149101137103 -0.0071532134197873631 -0.022762855510431026 -0.033268048212738231 -0.01239678586431694 -0.013228033799933049 0.050394245058348379 -0.0064384462326617436 -0.018332435244430022 -0.020381594727129304 0.017890444080305202 0.049191586058772788 0.073869893322036972 -0.054640238827133564 0.003801130451206447 0.0056487043756664693 0.29890849613139991 0.081141012637053228 -0.00084755020824864866 0.0014153120532946597 -0.030824722915156855 -0.024357370404832324 0.02803611093804257 0.0093762316318489539 -0.047743919393971448
leaf_weight=102349 218785 41527 221237 65025 11318 1156833 1979104 114372 44637 195641 252130 12093 130321 127094 179270 1772677 107058 452547 40559 246337 327542 47430 24348 116664 2484515 88691 66578 64355 208678 7143
leaf_count=102349 218785 41527 221237 65025 11318 1156833 1979104 114372 44637 195641 252130 12093 130321 127094 179270 1772677 107058 452547 40559 246337 327542 47430 24348 116664 2484515 88691 66578 64355 208678 7143
internal_value=0 0.0790378 -0.000895389 -0.00360185 0.00475818 -0.00579643 -0.00713573 -0.0136236 -0.00630304 0.00430111 -0.014477 -0.00524872 -0.0112079 -0.00071923 -0.0165523 0.00481822 0.00102327 0.00580896 0.00463499 -0.00140608 0.00529222 0.0232598 0.0280058 -0.00730048 -0.000304625 -0.0045777 -0.0100769 -0.00307222 -2.15562e-05 0.00996671
internal_weight=0 260312 1.06465e+07 7.19985e+06 3.44669e+06 4.08777e+06 2.93094e+06 333385 2.59756e+06 3.3636e+06 296767 2.30079e+06 321684 3.11208e+06 191363 3.16796e+06 655837 2.51212e+06 2.05957e+06 286896 434600 83096 71778 219013 2.98498e+06 500470 226767 138076 273703 71498
internal_count=10906858 260312 10646546 7199852 3446694 4087773 2930940 333385 2597555 3363598 296767 2300788 321684 3112079 191363 3167957 655837 2512120 2059573 286896 434600 83096 71778 219013 2984985 500470 226767 138076 273703 71498
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 2 2 2 1 2 1 1 4 1 4 1 2 2 1 3 2 1 1 2 2 2 1 1
split_gain=161960 32023.7 13262 3503.78 3122.92 1834.13 2519.91 1750.21 1628.9 1595.97 2319.28 1962.68 2771.96 1930.27 1582.71 1555.49 1366.03 1278.78 1364.88 2081.12 2803.53 2866.58 3189.18 2054.35 1961.88 1531.45 1502.94 1389.64 4677.75 1873.94
threshold=19.031470636161817 4361.7762099207484 2.5747377668184788 0.95508042939293436 17.363445469100128 1.0000000180025095e-35 0.45059434080261701 22.500000000000004 7.5000000000000009 18.500000000000004 1.5000000000000002 8.5000000000000018 3.5000000000000004 1.0000000180025095e-35 4.4813380359302117 5.5000000000000009 0.21462207961866353 1.0000000180025095e-35 8.5000000000000018 3.5000000000000004 4.5000000000000009 30.500000000000004 6.5000000000000009 3.5000000000000004 5.5000000000000009 10.500000000000002 18.500000000000004 12.500000000000002 4.5000000000000009 4.5000000000000009
decision_type=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 2 2
left_child=2 -2 3 5 9 -1 16 17 -8 11 -11 -4 13 -13 -15 -12 -7 -5 19 23 21 -21 -23 -19 27 -26 -27 28 -20 -29
right_child=1 -3 4 7 -6 6 8 -9 -10 10 15 12 -14 14 -16 -17 -18 18 24 20 -22 22 -24 -25 25 26 -28 29 -30 -31
leaf_value=0.0024073568277078296 0.21145107784106898 0 0.0032682909681730266 -0.0097600615319890071 0.26901764651826027 -0.039589176615100689 -0.014404999118412753 -0.016908116807828399 -0.0069085462330860997 -0.018272399330789748 0.014343646519932918 0.0074616345329221907 0.0078387049663724891 0.030589052750307211 0.10133587416306683 -0.022401912608198061 -0.028793690435860775 -0.019320169889780914 0.021714301278414984 -0.021059930214963177 -0.031816522250100565 -0.018374407750664901 0.020918082591472143 0.0075250877234860347 -0.031789477771496967 -0.0015936687049571852 -0.017761098571296242 -0.0034389376445014721 -0.01938468454470197 0.012525116903399348
leaf_weight=189593 218785 41527 1039597 551574 41551 84349 211800 181121 1187647 301923 761097 207937 835249 365280 301874 138360 165110 70813 577779 191132 84457 66870 162968 287452 52436 325490 118801 1608921 133810 401555
leaf_count=189593 218785 41527 1039597 551574 41551 84349 211800 181121 1187647 301923 761097 207937 835249 365280 301874 138360 165110 70813 577779 191132 84457 66870 162968 287452 52436 325490 118801 1608921 133810 401555
internal_value=0 0.0790378 -0.000798794 -0.00353287 0.00375725 -0.00724662 -0.00831764 -0.00211492 -0.00666713 0.00347046 0.000429839 0.00479884 0.00688167 0.0108148 0.0134368 0.00297546 -0.0175768 -0.001738 -0.0011274 -0.00465722 -0.00878999 -0.00545407 0.00207102 0.00117315 -0.000180254 -0.00595961 -0.00405207 0.000874373 0.00467222 -0.000469839
internal_weight=0 260312 1.06465e+07 6.65368e+06 3.99287e+06 1.8385e+06 1.64891e+06 4.81518e+06 1.39945e+06 3.95132e+06 1.20138e+06 2.74994e+06 1.71034e+06 875091 667154 899457 249459 4.63406e+06 4.08248e+06 863692 505427 420970 229838 358265 3.21879e+06 496727 444291 2.72206e+06 711589 2.01048e+06
internal_count=10906858 260312 10646546 6653678 3992868 1838499 1648906 4815179 1399447 3951317 1201380 2749937 1710340 875091 667154 899457 249459 4634058 4082484 863692 505427 420970 229838 358265 3218792 496727 444291 2722065 711589 2010476
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 2 4 2 1 1 2 1 2 2 3 2 1 1 2 2 0 1 2 2 2 4 1
split_gain=160735 31788.8 11084.3 3000.87 2168.71 2080.21 1634.02 2838.85 1382.24 1373.5 1253.14 1946.03 2315.47 1152.78 2254.85 1228.31 1150.33 1280.55 3136.76 1898.72 1131.84 2201.82 1470.94 1105.44 1094.2 1008.15 1188.21 929.926 859.829 842.25
threshold=19.031470636161817 4361.7762099207484 2.0371775997550241 5.9016995952873224 0.95508042939293436 17.363445469100128 1.0000000180025095e-35 0.45059434080261701 7.5000000000000009 0.21462207961866353 18.500000000000004 3.5000000000000004 5.5000000000000009 7.5000000000000009 3.5000000000000004 12.500000000000002 3.5000000000000004 25.500000000000004 6.5000000000000009 4.5000000000000009 4.5000000000000009 15.500000000000002 10.500000000000002 1.5000000000000002 3.5000000000000004 3.5000000000000004 18.500000000000004 21.500000000000004 0.55592067293378034 5.5000000000000009
decision_type=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 2 2
left_child=2 -2 4 10 6 29 -1 9 -9 -8 13 -12 -13 16 15 -15 24 -18 -19 -20 21 28 -22 27 -4 -7 -27 -6 -10 -5
right_child=1 -3 3 5 23 25 7 8 20 -11 11 12 -14 14 -16 -17 17 18 19 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0021666211449369757 0.19030597005696209 0 -0.01011276445090239 0.038560711940927916 -0.0052296582141098114 -0.26344335450575046 -0.035630258953590621 -0.01296449920657148 0.003314177437064636 -0.025914321392274699 -0.011280705357661258 0.016319164742838944 -0.020161721347378328 0.036284578931183378 0.00023429298337820372 0.011965197230702352 -0.032400561551683006 -0.030696562980720366 0.047901764834331576 -0.060156189700035695 -0.028262727449234151 -0.011623770389209476 -0.0082422128034180808 0.00049421709689756455 0.012285518291362331 0.24211588186643454 0.13196002490037914 -0.01353899777315073 0.00021445938315451941 -0.00019522108767340286
leaf_weight=189593 218785 41527 110585 1025052 2387224 4063 84349 211800 56052 165110 645981 388270 126140 456263 957158 579018 118996 101961 80650 10009 38918 425020 259267 1051130 330911 26181 11307 205228 408390 191920
leaf_count=189593 218785 41527 110585 1025052 2387224 4063 84349 211800 56052 165110 645981 388270 126140 456263 957158 579018 118996 101961 80650 10009 38918 425020 259267 1051130 330911 26181 11307 205228 408390 191920
internal_value=0 0.078742 -0.000792013 0.00253236 -0.00392378 0.00677898 -0.0067238 -0.0077347 -0.00598286 -0.0175624 0.00116407 -0.0015911 0.002998 0.00232853 0.00358832 0.00682298 -0.00100437 -0.00565632 -0.000617797 0.0129154 -0.00465568 -0.00286825 -0.00998742 -0.00251094 0.00227907 0.0287815 0.0339095 -0.00362005 0.0018913 0.00602775
internal_weight=0 260312 1.06465e+07 5.16446e+06 5.48208e+06 1.25852e+06 1.8385e+06 1.64891e+06 1.39945e+06 249459 3.90594e+06 1.16039e+06 514410 2.74555e+06 1.99244e+06 1.03528e+06 753112 311616 192620 90659 1.18765e+06 889462 298185 3.64358e+06 441496 41551 37488 2.59245e+06 464442 1.21697e+06
internal_count=10906858 260312 10646546 5164465 5482081 1258523 1838499 1648906 1399447 249459 3905942 1160391 514410 2745551 1992439 1035281 753112 311616 192620 90659 1187647 889462 298185 3643582 441496 41551 37488 2592452 464442 1216972
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 0 2 2 1 2 1 1 2 2 2 2 3 2 1 2 2 1 2 2 2 1 1 1 1 2
split_gain=160391 31788.8 9505.53 3495.03 2350.79 1312.58 1202.44 2050.65 1624.32 1196.25 1197.67 1129.56 1097.05 1299.22 1065.91 1119.72 1316.1 1803.92 4445.63 1495.5 1037.11 1012 1835.18 1073.08 981.104 1363.24 1197.05 1087.6 902.772 894.227
threshold=19.031470636161817 4361.7762099207484 1.5636041746970781 4.9282305855150019 17.363445469100128 1.5000000000000002 6.5000000000000009 3.5000000000000004 5.5000000000000009 22.500000000000004 3.5000000000000004 1.0000000180025095e-35 20.500000000000004 7.5000000000000009 8.5000000000000018 1.5000000000000002 20.500000000000004 6.5000000000000009 4.5000000000000009 4.5000000000000009 10.500000000000002 4.5000000000000009 10.500000000000002 17.500000000000004 19.500000000000004 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 3.5000000000000004
decision_type=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 2 2
left_child=2 -2 5 9 12 6 7 28 24 11 -11 -4 13 -5 15 -13 19 -18 -19 -17 -10 23 -23 -15 25 26 -8 -26 -1 -6
right_child=1 -3 3 4 29 -7 8 -9 20 10 -12 14 -14 21 -16 16 17 18 -20 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.015341609737391782 0.17127537305126594 0 -0.0078462532677107798 0.0084256807564717217 -0.23709901905517514 -0.0023120486719995447 -0.011689863903108312 -0.018058878262788625 -0.026239329792903734 -0.028417225716131436 0.00069118925488282918 0.0075458949756280098 -0.0016417111570518729 0.07574405824839836 0.0050615816377638017 0.00021089357363486273 -0.0136839976735045 0.028814535175593649 -0.04941327580524249 -0.032877598164656165 -0.010783648509162448 -0.080985707160515119 0.027061256924144673 0.013535922526214961 -0.016040376335067743 -0.011358337322926994 0.00079341856686587775 -0.0050154357658094284 0.00046222362421914913 0.21790429367979131
leaf_weight=102349 218785 41527 530150 426942 4063 1156833 275900 114372 44637 104387 115903 294642 319170 452380 3158258 84877 218018 200342 35454 139864 252130 41053 206087 189695 201722 610906 953887 258373 116664 37488
leaf_count=102349 218785 41527 530150 426942 4063 1156833 275900 114372 44637 104387 115903 294642 319170 452380 3158258 84877 218018 200342 35454 139864 252130 41053 206087 189695 201722 610906 953887 258373 116664 37488
internal_value=0 0.078742 -0.000706933 0.001652 0.00559075 -0.00449181 -0.00561758 -0.0112714 -0.00489195 0.000299085 -0.00690181 0.000639372 0.00499392 0.00626939 0.00119699 -0.00169657 -0.00393174 -0.0008325 0.00522994 -0.01019 -0.0118548 0.00844644 0.00300882 0.0105394 -0.00399385 -0.00296144 -0.00104335 -0.00812419 -0.00560378 0.0290799
internal_weight=0 260312 1.06465e+07 6.55877e+06 1.67688e+06 4.08777e+06 2.93094e+06 333385 2.59756e+06 4.8819e+06 220290 4.6616e+06 1.63533e+06 1.31616e+06 4.13146e+06 973197 678555 453814 235796 224741 296767 889215 247140 642075 2.30079e+06 1.84069e+06 1.22979e+06 460095 219013 41551
internal_count=10906858 260312 10646546 6558773 1676878 4087773 2930940 333385 2597555 4881895 220290 4661605 1635327 1316157 4131455 973197 678555 453814 235796 224741 296767 889215 247140 642075 2300788 1840693 1229787 460095 219013 41551
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 2 1 1 2 1 0 1 2 1 2 2 2 1 3 2 1 2 1 2 2 1 2
split_gain=160253 31788.8 7990.17 2629.64 2469 1601.57 3434.87 1375.16 1372.27 1275.07 1090.31 1041.16 1073.54 1021.23 985.739 1218.27 1951.32 4157.76 1578.14 1504.72 1261.31 1211.66 1430.25 2956.36 1310.08 1079.52 1589.27 1497.96 996.534 1205.67
threshold=19.031470636161817 4361.7762099207484 2.8790657406248781 0.97769484526050399 15.802884990757821 1.0000000180025095e-35 0.45059434080261701 0.21462207961866353 21.500000000000004 3.5000000000000004 5.5000000000000009 7.5000000000000009 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 8.5000000000000018 3.5000000000000004 15.500000000000002 1.5000000000000002 13.500000000000002 4.5000000000000009 28.500000000000004 6.5000000000000009 4.5000000000000009 4.5000000000000009 4.5000000000000009 10.500000000000002 11.500000000000002 4.5000000000000009 18.500000000000004
decision_type=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 2 2
left_child=2 -2 3 5 13 -1 7 -7 14 -10 -11 -8 -13 -4 -5 18 17 -17 20 25 -16 24 -23 -24 -20 27 -27 -18 29 -21
right_child=1 -3 4 8 -6 6 11 -9 9 10 -12 12 -14 -15 15 16 19 -19 21 28 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0030283238813595403 0.15414783574613936 0 0.0057379536622601535 -0.0074163656122887113 0.19611386431181188 -0.030931399325938847 -0.010821018242414571 -0.022187055520754485 -0.016386494898517689 0.0054561225551539756 -0.023607114531290385 -0.003962936084115398 -0.013456071379041125 0.018732148414314764 -0.008062423680159015 0.019475149407470662 0.016477677265759282 -0.0026745765260127287 -0.0012919428198149953 -0.015929308337317316 0.014265565070796349 -0.012342258063670642 0.017028892718978561 -0.032770981491510302 -0.022029779005920958 -0.028548035993136003 -0.0070218005157308035 -0.023261769601154648 0.006014807766507247 0.0079809651870256463
leaf_weight=189593 218785 41527 2387507 569249 83096 84349 224067 165110 228685 186476 45346 1111907 147918 1017444 113242 781404 125390 785584 95624 252010 147369 161869 186755 31560 213185 118322 258247 89503 678129 167606
leaf_count=189593 218785 41527 2387507 569249 83096 84349 224067 165110 228685 186476 45346 1111907 147918 1017444 113242 781404 125390 785584 95624 252010 147369 161869 186755 31560 213185 118322 258247 89503 678129 167606
internal_value=0 0.078742 -0.000672819 -0.00258511 0.00325176 -0.00574765 -0.0067021 -0.0175592 -0.00142355 -0.00663682 -0.00141057 -0.0048769 -0.00375981 0.00283613 -0.000920787 -0.000392197 0.000526903 0.00306856 -0.00354379 -0.00183086 0.00308467 -0.006051 -0.00227153 0.00300987 -0.010704 -0.00589691 -0.00912422 -0.000241516 0.00035992 -0.00347032
internal_weight=0 260312 1.06465e+07 7.1585e+06 3.48805e+06 1.92294e+06 1.73335e+06 249459 5.23556e+06 460507 231822 1.48389e+06 1.25982e+06 3.40495e+06 4.77505e+06 4.2058e+06 3.2562e+06 1.56699e+06 949604 1.68921e+06 260611 688993 380184 218315 308809 591462 376569 214893 1.09774e+06 419616
internal_count=10906858 260312 10646546 7158499 3488047 1922944 1733351 249459 5235555 460507 231822 1483892 1259825 3404951 4775048 4205799 3256195 1566988 949604 1689207 260611 688993 380184 218315 308809 591462 376569 214893 1097745 419616
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 2 0 2 2 1 2 4 2 2 4 1 2 2 0 2 1 2 1 1 1 2 1
split_gain=158977 31591.8 6718.55 2786.41 2355.03 1455.03 3630.82 1375.16 1281.85 1064.66 1026.28 1094.93 1613.9 1187.18 1110.34 865.617 1263.56 1034.23 846.306 824.177 1231.11 797.729 768.635 869.131 738.612 650.496 621.349 711.273 752.957 607.351
threshold=19.031470636161817 4361.7762099207484 3.4906271729016454 0.95508042939293436 17.363445469100128 1.0000000180025095e-35 0.45059434080261701 0.21462207961866353 22.500000000000004 1.5000000000000002 7.5000000000000009 18.500000000000004 4.5000000000000009 11.500000000000002 0.57677878104017288 21.500000000000004 7.5000000000000009 7.6992399857654181 3.5000000000000004 3.5000000000000004 18.500000000000004 1.5000000000000002 17.500000000000004 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 5.5000000000000009 10.500000000000002 4.5000000000000009
decision_type=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 2 2
left_child=2 -2 3 5 15 -1 7 21 9 -5 29 12 14 -14 -12 16 24 26 -10 -6 -21 -7 23 -19 25 -4 -18 -28 -29 -8
right_child=1 -3 4 8 19 6 10 -9 18 -11 11 -13 13 -15 -16 -17 17 22 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0027254914932235866 0.13873305217152562 0 -0.0063732183787589495 -0.0031390382157304945 -0.2330005035808391 -0.067825568668387334 -0.013621878436603918 -0.019968349968679001 -0.0225400669806076 0.0027318450319791412 0.0032997114450831868 -0.0086381929583363437 -0.021466914587116293 -0.0047074839325171427 -0.002667831138737942 -0.0052873391203755562 -0.0071690530119404633 0.11672445797183642 -0.0049291288353488843 0.1765024778806307 0.07736220661118054 0.068098677370301661 0.023811773997624644 0.023359461991227449 -0.0048309997236231084 0.045742080223578618 0.019607846721014257 -0.049172389937616683 0.0034837765456179784 -0.0042387935307693246
leaf_weight=189593 218785 41527 50465 4151718 4063 64481 134534 165110 111097 1686359 96961 333645 58816 151196 547029 342299 145188 230246 129545 26181 11307 19868 158003 76909 512119 88671 901027 24964 157886 77266
leaf_count=189593 218785 41527 50465 4151718 4063 64481 134534 165110 111097 1686359 96961 333645 58816 151196 547029 342299 145188 230246 129545 26181 11307 19868 158003 76909 512119 88671 901027 24964 157886 77266
internal_value=0 0.0784931 -0.000604778 -0.00207972 0.00367372 -0.00549095 -0.00644488 -0.0175592 -0.001048 -0.000753176 -0.00446369 -0.00332009 -0.00142224 -0.00903472 0.00106026 0.0033085 0.00399407 0.00543311 -0.00820056 0.027299 0.0319356 -0.0071714 0.00944926 0.0123648 0.00025044 0.00671142 0.00391314 0.00473605 -0.000950506 -0.0108763
internal_weight=0 260312 1.06465e+07 7.91722e+06 2.72933e+06 1.8385e+06 1.64891e+06 249459 6.07872e+06 5.83808e+06 1.39945e+06 1.18765e+06 854002 210012 643990 2.68778e+06 2.34548e+06 1.69422e+06 240642 41551 37488 84349 465158 307155 651255 139136 1.22906e+06 1.08388e+06 182850 211800
internal_count=10906858 260312 10646546 7917218 2729328 1838499 1648906 249459 6078719 5838077 1399447 1187647 854002 210012 643990 2687777 2345478 1694223 240642 41551 37488 84349 465158 307155 651255 139136 1229065 1083877 182850 211800
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 2 1 1 1 2 2 2 1 2 1 1 2 2 2 1 2 2 3 1 2 2 2 2
split_gain=158871 31591.8 5727.25 2819.72 1879.23 4271.81 1677.53 1059.49 2582.01 2023.19 1333.78 4403.48 1280.53 1422.81 2799.52 2637.07 1441.27 1253.1 1112.35 1009.16 1423.69 875.627 821.768 1224.93 779.064 754.574 1189.86 1140.51 1079.43 1035.69
threshold=19.031470636161817 4361.7762099207484 1.5777271488179683 17.363445469100128 0.48165805212790619 0.21462207961866353 5.9016995952873224 18.500000000000004 2.5000000000000004 5.5000000000000009 3.5000000000000004 6.5000000000000009 4.5000000000000009 13.500000000000002 4.5000000000000009 10.500000000000002 4.5000000000000009 4.5000000000000009 13.500000000000002 6.5000000000000009 11.500000000000002 1.0000000180025095e-35 3.5000000000000004 18.500000000000004 21.500000000000004 5.5000000000000009 3.5000000000000004 8.5000000000000018 9.5000000000000018 13.500000000000002
decision_type=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 2 2
left_child=2 -2 4 6 5 -1 7 10 24 17 11 -4 -12 14 19 -16 -15 -10 -13 -14 -21 -6 -5 -24 -9 27 -27 -23 -28 -29
right_child=1 -3 3 22 21 -7 -8 8 9 -11 12 18 13 16 15 -17 -18 -19 -20 20 -22 25 23 -25 -26 26 28 29 -30 -31
leaf_value=-0.0013660586074367488 0.12485974695437321 0 -0.018291594717181694 -0.2097004532227551 -0.0086878159869711712 -0.019186690560790344 0.023344797988076496 -0.0051203968934142811 0.0020406850558131852 -0.01891159892106984 0.0092783517643175283 0.023127595458504225 -0.025260225490329448 -0.013312664349872173 -0.03518100379018909 -0.0074215277524634976 0.010412123532013063 0.024995778466397847 0.006139106061877975 0.021597743920109026 -0.020621688819466223 -0.0066299270747388842 0.15885223009256749 0.069625985950062849 -0.019983625445324019 0.006215260472813889 -0.019995801448971753 0.0029697403005748413 -0.0059202557681281576 -0.0030265286060529029
leaf_weight=273942 218785 41527 249567 4063 447092 207202 1216972 231304 523795 164087 453999 902634 31616 233838 193486 252138 439420 232105 703116 197660 81294 545680 26181 11307 364095 73660 45722 718611 354579 1467381
leaf_count=273942 218785 41527 249567 4063 447092 207202 1216972 231304 523795 164087 453999 902634 31616 233838 193486 252138 439420 232105 703116 197660 81294 545680 26181 11307 364095 73660 45722 718611 354579 1467381
internal_value=0 0.0784931 -0.000578497 0.00126936 -0.00348968 -0.00936435 0.00110262 0.000327741 -0.00190275 0.00141795 0.0012318 0.00313483 -0.000642809 -0.00211228 -0.00508917 -0.0101687 0.00123133 0.00360286 0.00505546 0.00219918 0.00411824 -0.00271586 0.0272364 0.0318662 -0.00703377 -0.00213764 -0.00582094 -0.00149857 -0.00797025 -0.000477678
internal_weight=0 260312 1.06465e+07 6.51268e+06 4.13387e+06 481144 6.47113e+06 5.25415e+06 1.51539e+06 919987 3.73877e+06 1.85532e+06 1.88345e+06 1.42945e+06 756194 445624 673258 755900 1.60575e+06 310570 278954 3.65272e+06 41551 37488 595399 3.20563e+06 473961 2.73167e+06 400301 2.18599e+06
internal_count=10906858 260312 10646546 6512677 4133869 481144 6471126 5254154 1515386 919987 3738768 1855317 1883451 1429452 756194 445624 673258 755900 1605750 310570 278954 3652725 41551 37488 595399 3205633 473961 2731672 400301 2185992
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 1 2 2 1 2 2 1 2 1 2 3 2 1 2 2 4 2 3 1 1 2 1 2 2
split_gain=158715 31591.8 5092.44 2472.58 2429.23 4449.98 1351.64 1198.04 1467.51 2506.33 3071.74 1416.39 1309.46 1194.58 1148.21 1590.69 1074.71 1672.91 2468.45 1005.8 959.978 967.852 901.907 899.047 870.826 1281.71 850.963 823.799 818.096 794.408
threshold=19.031470636161817 4361.7762099207484 2.4640282153822013 17.363445469100128 0.48165805212790619 0.21462207961866353 1.0000000180025095e-35 8.5000000000000018 20.500000000000004 3.5000000000000004 14.500000000000002 1.5000000000000002 4.5000000000000009 13.500000000000002 4.5000000000000009 9.5000000000000018 32.500000000000007 6.5000000000000009 4.5000000000000009 11.500000000000002 22.500000000000004 8.7274620793340905 4.5000000000000009 35.500000000000007 3.5000000000000004 5.5000000000000009 3.5000000000000004 4.5000000000000009 18.500000000000004 17.500000000000004
decision_type=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 2 2
left_child=2 -2 4 20 5 -1 -6 11 9 10 -9 12 -8 14 19 -16 22 -18 -19 -11 21 -4 -13 -12 -10 -26 -23 28 -15 -28
right_child=1 -3 3 -5 6 -7 7 8 24 13 23 16 -14 27 15 -17 17 18 -20 -21 -22 26 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.0012294527466931273 0.11237377225893611 0 0.0044936941792508732 0.14296700708331045 -0.0081119416142137798 -0.017268021504711319 -0.0079599844859747481 0.011902559292448524 -0.011506181043045238 0.0087319508970956864 0.0026523338106198228 -0.0034657973806393907 0.012141373917566957 -0.012691207247025283 -0.028299835363389293 -0.0083344016260746834 -0.010478263322033145 0.012973333330771287 -0.023573422555864278 -0.016269532567307721 -0.013808870697901555 -0.017062903221215463 -0.017335481762717819 -0.0089931687055578632 0.0043109194312677349 -0.017718069730209684 0.078698589226238277 0.0022923950670520553 0.006762809673689852 0.014007797388987343
leaf_weight=273942 218785 41527 3377836 41551 713539 207202 124354 801175 332786 147756 530547 118178 160331 290228 56937 365736 161714 190788 32369 105756 232115 80810 284017 354072 303586 82001 310293 676125 131958 158844
leaf_count=273942 218785 41527 3377836 41551 713539 207202 124354 801175 332786 147756 530547 118178 160331 290228 56937 365736 161714 190788 32369 105756 232115 80810 284017 354072 303586 82001 310293 676125 131958 158844
internal_value=0 0.0784931 -0.000539743 0.00216904 -0.00230555 -0.00914071 -0.00175412 -0.00119914 -0.000434134 0.000419734 0.00318093 -0.00418185 0.00186276 -0.00220344 -0.00551018 -0.00870153 -0.00636821 -0.00259074 0.00302164 -0.00018934 0.00192659 0.00229588 -0.00998297 -0.000881396 -0.00454708 -0.00131254 0.00618623 -0.000167621 -0.00363347 0.00781882
internal_weight=0 260312 1.06465e+07 4.20145e+06 6.4451e+06 481144 5.96395e+06 5.25041e+06 4.17866e+06 3.46029e+06 1.68579e+06 1.07175e+06 284685 1.7745e+06 676185 422673 787066 384871 223157 253512 4.1599e+06 3.92778e+06 402195 884619 718373 385587 549947 1.09831e+06 422186 469137
internal_count=10906858 260312 10646546 4201449 6445097 481144 5963953 5250414 4178663 3460290 1685794 1071751 284685 1774496 676185 422673 787066 384871 223157 253512 4159898 3927783 402195 884619 718373 385587 549947 1098311 422186 469137
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 1 4 1 2 2 2 0 2 2 1 2 1 2 4 4 2 3 1 1 4 0 1 2 1
split_gain=158481 31591.8 4413.19 2497.79 1660.5 4686.91 1504.38 1378.35 911.231 875.065 1204.08 872.434 731.52 698.11 887.318 2918.93 640.239 695.256 655.724 867.146 640.049 617.612 588.417 591.429 717.183 581.076 797.729 574.579 560.731 554.627
threshold=19.031470636161817 4361.7762099207484 1.3902541801450066 17.363445469100128 0.48165805212790619 0.21462207961866353 1.0000000180025095e-35 4.3503034965344343 5.5000000000000009 18.500000000000004 4.5000000000000009 17.500000000000004 1.5000000000000002 8.5000000000000018 15.500000000000002 3.5000000000000004 19.500000000000004 2.5000000000000004 8.5000000000000018 0.57677878104017288 0.41269033324789184 6.5000000000000009 19.500000000000004 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 12.500000000000002 4.5000000000000009
decision_type=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 2 2
left_child=2 -2 4 6 5 25 11 12 -9 10 -5 21 13 -8 15 28 18 -18 -6 -20 -7 -4 -16 -24 -25 -1 -27 -19 -15 -17
right_child=1 -3 3 9 16 20 7 8 -10 -11 -12 -13 -14 14 22 29 17 27 19 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0027124934793143042 0.10113639503304271 0 -0.017968077097896894 -0.15302710860881064 -0.0054832863344986826 -0.016172098870423035 -0.0059362961957877937 0.020772771713992458 -0.0043334942935462804 0.048366686646726012 0.12867030637497975 -0.017093296742498331 0.0053700668832638247 0.030681305133926886 0.0033468085438047804 0.0047125178221982368 -0.010374026051339504 -0.0014832318305390225 0.0027472705505731557 -0.0023475618892197406 -0.012667263149462472 0.0016078904428700191 -0.0093252804501771543 0.012717241165585591 -0.0092089496423742642 -0.06078346066613563 0.061548360768684467 -0.015946262757188735 0.011681043235398293 -0.010195901628654802
leaf_weight=189593 218785 41527 85306 5016 599079 121704 716585 1439324 311178 11307 25228 284070 1337752 297037 479508 208628 204895 278373 104832 1768047 85498 437793 654433 153273 127526 64481 19868 56435 213641 366136
leaf_count=189593 218785 41527 85306 5016 599079 121704 716585 1439324 311178 11307 25228 284070 1337752 297037 479508 208628 204895 278373 104832 1768047 85498 437793 654433 153273 127526 64481 19868 56435 213641 366136
internal_value=0 0.0784931 -0.000481377 0.000941256 -0.00339512 -0.00885016 0.000798432 0.00131881 0.00370374 0.0253881 0.0342613 -0.00326635 0.000402172 -0.000415106 0.000373573 0.00252432 -0.00252362 -0.00564403 -0.00184235 -0.000921202 -0.0201986 -0.000843626 -0.00127656 -0.00273686 0.00110221 -0.00026648 -0.0071714 -0.00283625 0.0080258 -0.00236375
internal_weight=0 260312 1.06465e+07 7.15374e+06 3.4928e+06 481144 7.11219e+06 6.30502e+06 1.7505e+06 41551 30244 807169 4.55452e+06 3.21677e+06 2.50018e+06 1.08544e+06 3.01166e+06 539703 2.47196e+06 1.87288e+06 207202 523099 1.41474e+06 935232 280799 273942 84349 334808 510678 574764
internal_count=10906858 260312 10646546 7153741 3492805 481144 7112190 6305021 1750502 41551 30244 807169 4554519 3216767 2500182 1085442 3011661 539703 2471958 1872879 207202 523099 1414740 935232 280799 273942 84349 334808 510678 574764
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 4 2 1 2 2 0 0 1 2 2 1 4 2 2 1 2 3 2 2 1 1 1 2
split_gain=157473 31372.5 4085.37 2707.38 1914.01 1309.23 3331.5 1380.57 1027.42 939.515 894.336 1084.79 799.034 793.095 784.355 730.463 785.73 974.386 986.174 761.177 663.048 883.28 1898.34 667.062 640.466 1209.12 2224.7 950.913 1028.01 689.179
threshold=19.031470636161817 4361.7762099207484 0.76702715695584844 17.363445469100128 3.1862832816718751 1.0000000180025095e-35 0.45059434080261701 0.21462207961866353 22.500000000000004 1.0000000180025095e-35 18.500000000000004 4.5000000000000009 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 18.500000000000004 4.5000000000000009 0.57677878104017288 11.500000000000002 8.5000000000000018 3.5000000000000004 13.500000000000002 37.500000000000007 8.5000000000000018 17.500000000000004 3.5000000000000004 2.5000000000000004 5.5000000000000009 13.500000000000002
decision_type=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 2 2
left_child=2 -2 5 4 8 -1 7 13 9 -4 11 -5 20 -7 -6 -8 17 18 -17 -19 -11 22 -22 -24 -16 26 -26 -27 -29 -28
right_child=1 -3 3 10 14 6 15 -9 -10 12 -12 -13 -14 -15 24 16 -18 19 -20 -21 21 -23 23 -25 25 27 29 28 -30 -31
leaf_value=0.0024412441313828026 0.091022755529738222 0 -0.0056646119259390563 -0.13772439774792958 -0.0061364553847237605 -0.054705114599522056 -0.011162376290304189 -0.012708833878218596 -0.010089600851403535 -0.0051095011682821935 0.043530017982053693 0.11580327573748193 0.0029264055174301976 0.055393524691816021 0.00083380716161869379 0.0051421185400579716 -0.010155518493499738 -0.020908694629174995 -0.0023203208219555907 -0.0063134062100294493 0.01118327539646149 -0.003310922769339442 0.0010956918730920862 -0.00877102390565483 0.053635642515149587 -0.0094083420373685563 -0.0052544201190745099 0.018696634112939581 -0.016117487003692688 0.019371424153666619
leaf_weight=189593 218785 41527 732408 5016 340008 64481 112052 165110 246595 848603 11307 25228 1572213 19868 753756 96961 170938 29922 236943 77133 508731 1514987 626646 362374 427475 316121 280437 517795 133938 259907
leaf_count=189593 218785 41527 732408 5016 340008 64481 112052 165110 246595 848603 11307 25228 1572213 19868 753756 96961 170938 29922 236943 77133 508731 1514987 626646 362374 427475 316121 280437 517795 133938 259907
internal_value=0 0.078215 -0.00050809 0.000177898 6.58124e-05 -0.00610189 -0.00758264 -0.0175488 -0.000912787 -0.000659654 0.025648 0.0346184 -0.000206458 -0.00714057 0.00213726 -0.0041485 -0.00278919 -0.000558102 0.0021036 -0.00885993 -0.000980255 -0.000284791 0.00143729 -0.00111605 0.00270939 0.00367237 0.00617171 0.00117311 0.00335613 0.0019073
internal_weight=0 260312 1.06465e+07 9.48354e+06 9.44199e+06 1.163e+06 973408 249459 6.41256e+06 6.16596e+06 41551 30244 5.43355e+06 84349 3.02944e+06 723949 611897 440959 333904 107055 3.86134e+06 3.01274e+06 1.49775e+06 989020 2.68943e+06 1.93567e+06 967819 967854 651733 540344
internal_count=10906858 260312 10646546 9483545 9441994 1163001 973408 249459 6412557 6165962 41551 30244 5433554 84349 3029437 723949 611897 440959 333904 107055 3861341 3012738 1497751 989020 2689429 1935673 967819 967854 651733 540344
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 0 2 2 2 1 2 1 2 4 2 2 2 1 2 1 2 3 2 2 2 3 2 1 2
split_gain=157464 31372.5 3681.44 4129.58 2774.49 1957.58 1038.73 897.209 1071.24 847.703 696.292 694.18 782.26 2252.83 622.624 619.73 792.464 695.217 1739.6 1892.29 918.449 603.067 594.123 592.219 591.58 567.177 793.393 1119.77 2537.78 983.569
threshold=19.031470636161817 4361.7762099207484 0.48165805212790619 0.21462207961866353 17.363445469100128 3.4906271729016454 1.5000000000000002 18.500000000000004 4.5000000000000009 22.500000000000004 1.0000000180025095e-35 8.5000000000000018 3.5000000000000004 15.500000000000002 0.41269033324789184 22.500000000000004 7.5000000000000009 17.500000000000004 4.5000000000000009 10.500000000000002 1.5000000000000002 1.0000000180025095e-35 21.500000000000004 3.5000000000000004 16.500000000000004 1.0000000180025095e-35 22.500000000000004 6.5000000000000009 4.5000000000000009 4.5000000000000009
decision_type=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 2 2
left_child=2 23 3 -1 5 6 9 8 -6 10 -4 25 13 -13 -5 16 21 18 -18 -20 -19 -7 -15 -2 -14 -12 29 -28 -29 -27
right_child=1 -3 4 14 7 15 -8 -9 -10 -11 11 12 24 22 -16 -17 17 20 19 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.00049139723824609405 0.081920479976764687 0 -0.0061859576267487178 -0.013284005595558847 -0.12395195797313648 0.026871052252515251 0.0012027081713400279 0.039177016183847974 0.10422294816373352 -0.012054370952698968 0.0038599656556960408 0.008238906507655042 -0.0058664245757393376 0.0010118422440749343 -0.010129653446694321 -0.013848794834394697 0.037237222139485486 -0.013658216358500931 -0.053657797983208161 0.0099496745429329195 0.011187312335169609 -0.0065477838440635601 -0.0081668471630043094 0.081920479976764687 0.00026951185944383836 -0.0024234812604271741 -0.008099332535709448 0.010913218076133192 -0.023164604536757328 -0.019272185313283653
leaf_weight=273942 12197 41527 616378 121704 5016 139136 2147520 11307 25228 194283 144207 828859 973334 336676 85498 163516 744204 212007 70142 252423 594230 512119 570104 206588 776843 122915 267497 236284 38497 182677
leaf_count=273942 12197 41527 616378 121704 5016 139136 2147520 11307 25228 194283 144207 828859 973334 336676 85498 163516 744204 212007 70142 252423 594230 512119 570104 206588 776843 122915 267497 236284 38497 182677
internal_value=0 0.078215 -0.000505704 -0.00905301 -0.000101147 -0.000206986 -0.001043 0.0256865 0.0346713 -0.00179614 -0.0015489 -0.00111515 -0.000450913 0.00105339 -0.0197054 0.00210594 0.00249241 0.0035372 0.00521209 -0.000921675 0.00132108 -0.000512395 -0.0023911 0.0933396 -0.00194272 -0.00344903 -0.00443511 -0.00213876 0.00234478 -0.00851004
internal_weight=0 260312 1.06465e+07 481144 1.01654e+07 1.01239e+07 7.43607e+06 41551 30244 5.28855e+06 5.09427e+06 4.47789e+06 3.48582e+06 1.73564e+06 207202 2.68778e+06 2.52426e+06 1.87301e+06 1.06677e+06 322565 806237 651255 906780 218785 1.75018e+06 992077 847870 542278 274781 305592
internal_count=10906858 260312 10646546 481144 10165402 10123851 7436074 41551 30244 5288554 5094271 4477893 3485816 1735639 207202 2687777 2524261 1873006 1066769 322565 806237 651255 906780 218785 1750177 992077 847870 542278 274781 305592
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=4 4 4 4 1 4 4 4 4 2 2 2 2 0 2 2 2 1 2 3 1 2 1 0 2 2 1 2 3 4
split_gain=157575 31372.5 3964.88 2503.03 1293.28 1293.47 1289.41 2716 1250.32 820.228 998.99 743.385 1004.88 723.859 612.533 665.023 630.377 1617.42 1854.23 2408.46 1173.01 955.981 612.07 604.753 592.219 585.602 527.901 1920.69 759.808 509.767
threshold=19.031470636161817 4361.7762099207484 0.76702715695584844 17.363445469100128 1.0000000180025095e-35 5.271476962261004 1.0000000180025095e-35 0.45059434080261701 0.21462207961866353 18.500000000000004 4.5000000000000009 12.500000000000002 6.5000000000000009 1.5000000000000002 22.500000000000004 8.5000000000000018 3.5000000000000004 4.5000000000000009 5.5000000000000009 19.500000000000004 3.5000000000000004 5.5000000000000009 5.5000000000000009 1.5000000000000002 3.5000000000000004 6.5000000000000009 3.5000000000000004 14.500000000000002 37.500000000000007 0.063865034115743999
decision_type=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 2 2
left_child=2 24 6 4 11 13 -1 8 23 10 -5 12 -4 14 15 16 20 18 -18 -20 -6 -19 -7 29 -2 -21 27 -17 -29 -8
right_child=1 -3 3 9 5 22 7 -9 -10 -11 -12 -13 -14 -15 -16 26 17 21 19 25 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0022462594420691318 0.073728431979088072 0 -0.013084877997989698 -0.11155676217582311 -0.012078606575283946 0.02202060377717956 -0.40272025339724427 -0.004822912197735541 -0.010109549930840789 0.03525931456546303 0.093800653347360458 -0.0097203507285833282 0.0082597217260427236 0.002999250805979159 -0.00982301713510534 0.010582723053943789 -0.025829488303009643 -0.0028673811699531093 -0.020659138311324821 -0.0041959557839424738 0.004742048196489268 -0.028260663440461367 -0.0064240608461414439 0.049903311946459007 0.073728431979088072 0.012921541474649346 -0.0019228381032984744 0.0013247646111029356 -0.0092398950372780675 -0.0018115145147466817
leaf_weight=189593 12197 41527 104946 5016 99726 1066746 34852 723949 165110 11307 25228 669701 317341 2060214 206741 718369 54237 35866 137697 76858 358329 74973 231596 19868 206588 265640 1863478 698229 401307 29629
leaf_count=189593 12197 41527 104946 5016 99726 1066746 34852 723949 165110 11307 25228 669701 317341 2060214 206741 718369 54237 35866 137697 76858 358329 74973 231596 19868 206588 265640 1863478 698229 401307 29629
internal_value=0 0.078215 -0.000533412 0.000142383 3.46113e-05 0.000457844 -0.0060441 -0.0075136 -0.0165121 0.0246324 0.0332231 -0.00320168 8.4066e-05 -7.6209e-05 -0.000727123 -0.000496854 -0.00265035 -0.00466424 -0.00238421 -0.000404627 0.000186659 -0.0156578 0.00335844 -0.00660707 0.0933396 0.00408586 0.000148558 0.00136096 -0.00126635 -0.0113072
internal_weight=0 260312 1.06465e+07 9.48354e+06 9.44199e+06 8.35001e+06 1.163e+06 973408 249459 41551 30244 1.09199e+06 422287 7.05166e+06 4.99145e+06 4.78471e+06 1.10333e+06 645271 534432 480195 458055 110839 1.29834e+06 84349 218785 342498 3.68138e+06 1.8179e+06 1.09954e+06 64481
internal_count=10906858 260312 10646546 9483545 9441994 8350006 1163001 973408 249459 41551 30244 1091988 422287 7051664 4991450 4784709 1103326 645271 534432 480195 458055 110839 1298342 84349 218785 342498 3681383 1817905 1099536 64481
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 2 2 0 2 1 2 1 2 1 4 1 2 2 3 2 2 4 2 3 1 2 2 4
split_gain=157349 31372.5 3258.61 3052 2547.87 1280.88 1097.18 820.228 998.99 810.006 623.95 1096.78 975.499 2034.02 2837.17 1107.31 695.908 693.021 686.834 645.146 658.398 1793.8 592.219 575.796 536.7 508.053 454.102 452.279 434.808 424.675
threshold=19.031470636161817 4361.7762099207484 0.50858983957727955 0.21462207961866353 17.363445469100128 1.8515178253779727 0.41269033324789184 18.500000000000004 4.5000000000000009 1.5000000000000002 6.5000000000000009 3.5000000000000004 17.500000000000004 4.5000000000000009 10.500000000000002 2.5000000000000004 12.488862463994478 5.5000000000000009 4.5000000000000009 12.500000000000002 22.500000000000004 8.5000000000000018 3.5000000000000004 7.08528122962674 12.500000000000002 34.500000000000007 4.5000000000000009 22.500000000000004 7.5000000000000009 0.57677878104017288
decision_type=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 2 2
left_child=2 22 3 -1 5 27 -5 8 -6 10 11 -7 13 16 -15 25 19 26 -13 20 21 28 -2 -11 -16 -14 -17 29 -12 -4
right_child=1 -3 4 6 7 9 -8 -9 -10 23 12 18 15 14 24 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00066688345862839791 0.066355588781179628 0 0.0018567455119351097 -0.010944650042918802 -0.10040108595824081 -0.019740671176008109 -0.010979689313718489 0.031733383108916512 0.084420588012624628 0.0048065965278290441 -0.036379741364606491 0.005586259015934303 -0.0052295871629620908 -0.036899544088575986 -0.012884034098501829 0.0020974334873423927 0.15323568624453829 -0.012834547732423474 -0.027977238429073206 0.0039462945615040823 0.027359826207268869 0.029542645372416489 0.066355588781179628 0.041943982781532441 0.0083592033936664475 -0.021784100310774157 0.018601518247557715 -0.0078941675660472842 -0.00799408586375705 -0.0019203167610636564
leaf_weight=273942 12197 41527 123543 121704 5016 234588 126987 11307 25228 1401399 47281 369175 340067 127402 110659 472470 36299 160910 54425 596499 467629 183934 206588 265519 286889 231722 184606 156419 55752 4175175
leaf_count=273942 12197 41527 123543 121704 5016 234588 126987 11307 25228 1401399 47281 369175 340067 127402 110659 472470 36299 160910 54425 596499 467629 183934 206588 265519 286889 231722 184606 156419 55752 4175175
internal_value=0 0.078215 -0.000476925 -0.00817687 -7.94258e-05 -0.000181267 -0.0161972 0.0246324 0.0332231 0.000821631 4.32542e-05 -0.00276821 0.000603643 0.00206887 -0.00323307 -0.00141253 0.00407498 0.000947449 0.000269594 0.00370788 0.00565071 0.00188001 0.0933396 0.00267092 0.000928693 -0.00478865 0.00238785 -0.00144801 -0.00868363 -0.00125582
internal_weight=0 260312 1.06465e+07 522633 1.01239e+07 1.00824e+07 248691 41551 30244 5.62722e+06 3.96031e+06 658188 3.30212e+06 1.91234e+06 524950 1.38978e+06 1.38739e+06 817986 423600 1.3511e+06 754596 286967 218785 1.66692e+06 397548 571789 657076 4.45514e+06 103033 4.29872e+06
internal_count=10906858 260312 10646546 522633 10123913 10082362 248691 41551 30244 5627225 3960307 658188 3302119 1912344 524950 1389775 1387394 817986 423600 1351095 754596 286967 218785 1666918 397548 571789 657076 4455137 103033 4298718
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 4 2 2 2 1 2 0 1 2 2 1 2 2 2 1 0 4 4 1 4 2 1 2 1
split_gain=157202 31372.5 3203.09 2966.62 2602.83 1133.28 1025.65 841.671 900.464 629.995 601.065 592.219 584.458 526.769 507.979 816.653 765.619 702.195 520.481 501.069 473.51 460.447 433.571 944.246 424.179 415.428 412.752 1403.86 501.127 411.711
threshold=19.031470636161817 4361.7762099207484 0.50858983957727955 0.21462207961866353 17.363445469100128 3.5310730681121103 0.41269033324789184 18.500000000000004 4.5000000000000009 22.500000000000004 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 8.5000000000000018 20.500000000000004 3.5000000000000004 18.500000000000004 1.0000000180025095e-35 13.500000000000002 4.5000000000000009 4.5000000000000009 3.3324412719549321 3.1862832816718751 5.5000000000000009 8.4837949883038259 6.5000000000000009 4.5000000000000009 4.5000000000000009 5.5000000000000009
decision_type=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 2 2
left_child=2 11 3 -1 5 9 -5 8 -6 12 -11 -2 22 -7 18 16 17 25 -15 20 -18 -14 23 26 -12 -16 27 -4 -29 -17
right_child=1 -3 4 6 7 13 -8 -9 -10 10 24 -13 21 14 15 29 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00060019511276561139 0.0597200299030618 0 -0.0085560262490735894 -0.0098501850386269584 -0.090360977362416869 -0.0076447640160221654 -0.0098817203823466041 0.028560044798025076 0.075978529211361945 -0.014831030797625645 0.0020328198080314052 0.0597200299030618 0.0032533629898771291 0.028085232361158143 0.028100342731064744 0.0019150657615892186 0.019163233327704889 0.0025723436857070683 -0.0051834266131852054 0.01559017086198562 -0.020113872164192161 -0.0024247403230358345 -0.014634444623492372 0.017196219159050941 -0.017852961974433867 0.10686332131175541 -0.0014267632626780548 0.0045438453966397674 -0.013782869869651382 -0.02277178678107248
leaf_weight=273942 12197 41527 329218 121704 5016 298083 126987 11307 25228 132753 127674 206588 1414838 126738 308928 396032 87002 139598 545175 416879 153593 641108 142312 115349 26321 116615 4255802 229902 20645 57797
leaf_count=273942 12197 41527 329218 121704 5016 298083 126987 11307 25228 132753 127674 206588 1414838 126738 308928 396032 87002 139598 545175 416879 153593 641108 142312 115349 26321 116615 4255802 229902 20645 57797
internal_value=0 0.078215 -0.000440237 -0.00807431 -4.61383e-05 -0.000149072 -0.0159817 0.0249308 0.0336331 -0.000781557 -0.00537754 0.0933396 -0.000597216 0.00162807 0.00213072 0.00306184 0.00440654 0.00710566 -0.000192436 0.00208647 -0.00154741 0.000825897 -0.00117167 -0.00101525 -0.00112666 0.00912458 -0.00122854 -0.00373168 0.00190902 -0.000560784
internal_weight=0 260312 1.06465e+07 522633 1.01239e+07 1.00824e+07 248691 41551 30244 7.43592e+06 286748 218785 7.14917e+06 2.64644e+06 2.34836e+06 1.67644e+06 1.22262e+06 565141 671913 657474 240595 2.05595e+06 5.09323e+06 4.95092e+06 153995 425543 4.83557e+06 579765 250547 453829
internal_count=10906858 260312 10646546 522633 10123913 10082362 248691 41551 30244 7435922 286748 218785 7149174 2646440 2348357 1676444 1222615 565141 671913 657474 240595 2055946 5093228 4950916 153995 425543 4835567 579765 250547 453829
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 1 4 2 2 4 2 2 2 1 2 2 2 1 1 2 3 2 3 2 2 1 1 2 1 2
split_gain=156975 31372.5 2728.7 2597.31 2457.6 983.221 912.51 841.671 900.464 830.678 616.625 614.619 917.291 864.776 1250.73 1709.88 1035.44 4331.57 1680.78 956.052 867.306 781.545 715.74 1636.76 1262 2874.35 704.165 682.998 614.667 592.219
threshold=19.031470636161817 4361.7762099207484 0.50858983957727955 17.363445469100128 0.21462207961866353 1.0000000180025095e-35 5.9016995952873224 18.500000000000004 4.5000000000000009 0.41269033324789184 15.500000000000002 1.0000000180025095e-35 8.5000000000000018 5.5000000000000009 10.500000000000002 18.500000000000004 12.500000000000002 4.5000000000000009 4.5000000000000009 17.500000000000004 21.500000000000004 12.500000000000002 30.500000000000004 4.5000000000000009 6.5000000000000009 4.5000000000000009 3.5000000000000004 3.5000000000000004 4.5000000000000009 3.5000000000000004
decision_type=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 2 2
left_child=2 29 4 5 -1 10 11 8 -5 -6 -4 28 22 16 -15 21 17 -14 20 -20 -18 -16 23 26 27 -26 -13 -24 -7 -2
right_child=1 -3 3 7 9 6 -8 -9 -10 -11 -12 12 13 14 15 -17 18 -19 19 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00054017560148906802 0.053748026912755625 0 -0.0012969719400667047 -0.081324879626175323 -0.0088651665347642353 -0.001656145590570546 0.0159803413680649 0.025704040318222356 0.068380676290225748 -0.0088935483441119345 -0.010689115230515966 -0.012645030628332776 0.014110336180430495 -0.017341740917172555 -0.0079424766307828239 -0.013551757136292775 0.0017058421619762676 -0.01381555271589221 0.00019618756346018174 0.014810155937295911 -0.0048267178363274434 0.0054806894559302323 -0.00083713878812989866 -0.015160884168520062 0.016029379745447693 -0.022471893778641585 0.0046411149751269141 -0.010896396253724561 0.016781195782255409 0.053748026912755625
leaf_weight=273942 12197 41527 639588 5016 121704 132421 1071609 11307 25228 126987 533293 57353 1009654 94233 140692 259352 1157436 239382 348751 455764 1974685 443126 217376 395153 286956 50992 261381 164840 148325 206588
leaf_count=273942 12197 41527 639588 5016 121704 132421 1071609 11307 25228 126987 533293 57353 1009654 94233 140692 259352 1157436 239382 348751 455764 1974685 443126 217376 395153 286956 50992 261381 164840 148325 206588
internal_value=0 0.078215 -0.000383392 -1.96466e-05 -0.0074295 -0.000122471 0.000235827 0.0249308 0.0336331 -0.0146266 -0.00284419 -0.000138379 -0.000309059 0.000224119 -0.00257104 -0.00134991 0.000729394 0.00323802 -6.65543e-05 0.00401049 -0.00111378 0.00165154 -0.00258561 -0.00482948 -0.000361307 0.00409057 0.000501986 -0.00429757 0.00445599 0.0933396
internal_weight=0 260312 1.06465e+07 1.01239e+07 522633 1.00824e+07 8.90948e+06 41551 30244 248691 1.17288e+06 7.83787e+06 7.55713e+06 6.12308e+06 937403 843170 5.18567e+06 1.24904e+06 3.93664e+06 804515 3.13212e+06 583818 1.43405e+06 713887 720164 337948 318734 382216 280746 218785
internal_count=10906858 260312 10646546 10123913 522633 10082362 8909481 41551 30244 248691 1172881 7837872 7557126 6123075 937403 843170 5185672 1249036 3936636 804515 3132121 583818 1434051 713887 720164 337948 318734 382216 280746 218785
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=4 4 4 4 2 2 4 4 0 2 2 4 2 1 2 1 2 2 1 2 3 2 4 4 0 1 4 4 2 2
split_gain=155937 31149.6 2668.8 2490.29 838.541 888.457 762.213 2048.1 758.524 635.081 596.121 577.05 500.514 1159.77 721.058 588.677 1795.25 1008.96 1399.35 2025.29 824.795 766.716 708.156 478.656 502.331 473.22 434.406 428.227 422.32 410.86
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 0.84238514565657285 18.500000000000004 4.5000000000000009 1.0000000180025095e-35 0.48165805212790619 1.5000000000000002 3.5000000000000004 22.500000000000004 7.08528122962674 6.5000000000000009 3.5000000000000004 4.5000000000000009 3.5000000000000004 17.500000000000004 13.500000000000002 4.5000000000000009 9.5000000000000018 29.500000000000004 11.500000000000002 8.9978562471646804 0.21462207961866353 1.5000000000000002 1.0000000180025095e-35 0.063865034115743999 0.36974713994338892 1.0000000180025095e-35 5.5000000000000009
decision_type=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 2 2
left_child=2 9 3 6 5 -4 -1 23 10 -2 12 28 13 29 -15 16 22 18 21 -20 -18 -17 25 24 26 -14 -8 -25 -10 -5
right_child=1 -3 4 8 -6 -7 7 -9 11 -11 -12 -13 15 14 -16 17 20 -19 19 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0022023589151505263 0.048373224221479917 0 -0.073192391663557996 -0.01520479572961655 0.023133636286399906 0.061542608661203251 -0.36226750264023155 -0.0030860848702809031 0.015514131387102914 0.048373224221479917 -0.010321923965292967 0.034341402917807427 -0.0010327199671574584 0.0033423245676445393 -0.015525984733600496 0.010008507401545508 0.00085756575677091722 0.0010188281136537471 -0.028410271086862338 -0.0069307978907561466 -0.0099223582010781186 -0.016295019510448049 0.081977049860333301 -0.0090651740176315165 0.045093706169101383 0.0071739641841109154 -0.0014496376459837369 -0.0051302373049230358 0.0016945779362833591 -0.002612177538998495
leaf_weight=189593 12197 41527 5016 234014 11307 25228 34852 939604 96277 206588 285225 265519 403221 510899 79581 262324 561193 1398517 132230 365058 543148 105734 100313 82488 19868 1409687 29629 124714 2327345 103962
leaf_count=189593 12197 41527 5016 234014 11307 25228 34852 939604 96277 206588 285225 265519 403221 510899 79581 262324 561193 1398517 132230 365058 543148 105734 100313 82488 19868 1409687 29629 124714 2327345 103962
internal_value=0 0.0779315 -0.000406536 -0.000505639 0.0248875 0.0335736 -0.00440177 -0.0053107 9.70684e-05 0.0930023 -0.00048769 0.00150944 -0.000282373 -0.00242359 0.000250305 9.40466e-05 0.0010085 -0.00112485 -0.00380865 -0.00726822 -0.00220195 0.000865624 0.00286161 -0.0126328 -0.00628223 0.00240906 -0.0105659 -0.015218 0.00102458 -0.00709518
internal_weight=0 260312 1.06465e+07 1.0605e+07 41551 30244 1.42075e+06 1.23116e+06 9.18425e+06 218785 6.49511e+06 2.68914e+06 6.20988e+06 928456 590480 5.28142e+06 3.01756e+06 2.26386e+06 865346 497288 1.10434e+06 368058 1.91322e+06 291551 84349 1.81291e+06 64481 207202 2.42362e+06 337976
internal_count=10906858 260312 10646546 10604995 41551 30244 1420748 1231155 9184247 218785 6495106 2689141 6209881 928456 590480 5281425 3017562 2263863 865346 497288 1104341 368058 1913221 291551 84349 1812908 64481 207202 2423622 337976
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 2 2 1 4 4 4 2 4 4 1 2 1 2 2 2 1 1 2 2 1 2 3 2 4
split_gain=155720 31149.6 2657.34 2164.28 1003.48 1392.34 838.541 888.457 701.304 673.904 726.273 972.063 635.081 471.215 798.755 432.476 431.06 875.305 428.807 427.992 421.803 909.888 620.42 575.308 518.56 596.253 546.582 453.704 421.514 411.884
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 0.69652702320203608 1.0000000180025095e-35 0.48165805212790619 18.500000000000004 4.5000000000000009 1.0000000180025095e-35 3.4906271729016454 3.3324412719549321 3.21993442944783 3.5000000000000004 3.7087252944443323 3.8039855970618057 5.5000000000000009 6.5000000000000009 3.5000000000000004 15.500000000000002 6.5000000000000009 20.500000000000004 3.5000000000000004 2.5000000000000004 17.500000000000004 14.500000000000002 4.5000000000000009 9.5000000000000018 26.500000000000004 9.5000000000000018 8.9978562471646804
decision_type=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 2 2
left_child=2 12 3 4 -1 -6 7 -4 18 10 11 -10 -2 -11 -15 16 17 -16 19 -5 21 23 -22 29 25 -23 -27 -25 -21 -18
right_child=1 -3 6 8 5 -7 -8 -9 9 13 -12 -13 -14 14 15 -17 20 -19 -20 28 22 24 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.0019821230236354739 0.043535901799332068 0 -0.065873152497201923 -0.0099223393702644117 -0.0070721324795247403 -0.0034747896521621249 0.020820272657759632 0.055388347795082643 -0.00039049944085860493 0.01804026189983432 -0.015885404325384125 0.022606021372016196 0.043535901799332068 -0.022728120571685474 -0.022132447540654177 -0.0053159436651187171 0.027231274828430508 0.010045388056794025 -0.0094495101731082443 0.011457799678202818 -0.013408083223089663 0.0076134192813213991 0.010449511824527314 0.032070056756696011 0.016050944777198772 -0.076021325867400347 -0.01699104557736 -0.0090586584987566009 -0.0025350172386648497 0.11084682903537697
leaf_weight=189593 12197 41527 5016 106820 291551 468005 11307 25228 5884194 189166 151889 115687 206588 75173 131555 375610 313300 222452 509568 165742 135379 129075 223913 76089 214495 25183 68886 97891 336789 106990
leaf_count=189593 12197 41527 5016 106820 291551 468005 11307 25228 5884194 189166 151889 115687 206588 75173 131555 375610 313300 222452 509568 165742 135379 129075 223913 76089 214495 25183 68886 97891 336789 106990
internal_value=0 0.0779315 -0.000352171 -0.000451061 -0.00500754 -0.00663203 0.0248875 0.0335736 -3.16906e-06 0.000305367 -0.000247864 -7.49848e-05 0.0930023 0.00173225 0.00131972 0.00167879 0.00234127 -0.000774278 -0.00235719 -0.000566997 0.00313405 0.00416151 0.000183138 0.00670974 0.000701263 -0.00267361 -0.0087287 0.00187378 0.000654885 0.0087116
internal_weight=0 260312 1.06465e+07 1.0605e+07 949149 759556 41551 30244 9.65585e+06 8.53693e+06 6.15177e+06 5.99988e+06 218785 2.38516e+06 2.19599e+06 2.12082e+06 1.74521e+06 354007 1.11892e+06 609351 1.3912e+06 1.03191e+06 359292 594270 437639 223144 94069 173980 502531 420290
internal_count=10906858 260312 10646546 10604995 949149 759556 41551 30244 9655846 8536927 6151770 5999881 218785 2385157 2195991 2120818 1745208 354007 1118919 609351 1391201 1031909 359292 594270 437639 223144 94069 173980 502531 420290
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 2 2 0 2 2 0 1 1 2 1 2 1 2 2 1 2 2 1 1 4 2 4 3 2
split_gain=155673 31149.6 2435.66 1990.29 869.817 1231.57 763.514 822.181 671.813 635.081 500.426 490.982 429.148 601.209 412.245 1005.76 681.042 614.568 1006.7 783.681 1134.97 1672.05 652.335 603.615 521.679 512.658 503.33 486.452 434.64 392.711
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 0.69652702320203608 1.0000000180025095e-35 0.48165805212790619 18.500000000000004 4.5000000000000009 1.5000000000000002 3.5000000000000004 21.500000000000004 4.5000000000000009 3.5000000000000004 5.5000000000000009 6.5000000000000009 3.5000000000000004 1.5000000000000002 3.5000000000000004 15.500000000000002 13.500000000000002 4.5000000000000009 9.5000000000000018 12.500000000000002 2.5000000000000004 4.5000000000000009 1.4020589845539655 18.500000000000004 7.08528122962674 38.500000000000007 5.5000000000000009
decision_type=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 2 2
left_child=2 9 3 4 -1 -6 7 -4 10 -2 14 -10 -12 -14 15 29 -17 18 25 20 22 -22 -19 28 26 -16 27 -21 -20 -5
right_child=1 -3 6 8 5 -7 -8 -9 11 -11 12 -13 13 -15 17 16 -18 19 23 24 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017839107212719086 0.039182311619399002 0 -0.059285837247481515 -0.012577890298922513 -0.0063649192315722303 -0.0031273106869459167 0.018738245391983811 0.049849513015574588 0.0048209342413660042 0.039182311619399002 -0.01064057921481858 -0.0013644659744472599 0.0042108083271031665 -0.015767056056783881 5.1437618495331355e-05 0.0090894788507431389 -0.004926405656044075 0.0060396631671791219 -0.0013723880942359658 -0.011504823847839596 -0.02336438000347112 -0.0061986681575946891 -0.019668934885126443 0.0047001704639193067 0.0035155166258114437 0.011878136876361901 0.0041196760802673536 0.065763574878416983 -0.011195704149411335 -0.0020394714880059618
leaf_weight=189593 12197 41527 5016 243030 291551 468005 11307 25228 1954373 206588 350639 868237 234409 68442 533551 289897 323722 333729 623071 283849 139046 384077 56375 349875 799674 1141988 206509 23146 338603 109604
leaf_count=189593 12197 41527 5016 243030 291551 468005 11307 25228 1954373 206588 350639 868237 234409 68442 533551 289897 323722 333729 623071 283849 139046 384077 56375 349875 799674 1141988 206509 23146 338603 109604
internal_value=0 0.0779315 -0.000340242 -0.000434918 -0.00480441 -0.00631685 0.0238237 0.0321122 -5.40605e-06 0.0930023 -0.0005415 0.00129242 -0.00317312 -0.000415716 -0.000263215 -0.00216041 0.000285356 8.84052e-05 0.00102575 -0.00116919 -0.00341897 -0.0064633 0.000663413 -0.00104922 0.000395377 0.00264995 -0.0020919 -0.00465969 -0.00234321 -0.00641628
internal_weight=0 260312 1.06465e+07 1.0605e+07 949149 759556 41551 30244 9.65585e+06 218785 6.83324e+06 2.82261e+06 653490 302851 6.17975e+06 966253 613619 5.21349e+06 2.98709e+06 2.2264e+06 913227 523123 390104 1.31155e+06 1.31318e+06 1.67554e+06 513504 306995 961674 352634
internal_count=10906858 260312 10646546 10604995 949149 759556 41551 30244 9655846 218785 6833236 2822610 653490 302851 6179746 966253 613619 5213493 2987088 2226405 913227 523123 390104 1311549 1313178 1675539 513504 306995 961674 352634
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=4 4 4 4 2 2 2 2 4 1 1 4 4 2 2 2 1 2 1 2 2 2 1 2 1 1 2 2 3 1
split_gain=155439 31149.6 2423.82 1563.31 763.514 822.181 635.081 533.872 579.213 538.061 491.477 486.936 1201.55 482.746 460.726 499.468 883.346 765.251 617.651 1251.53 1107.48 510.84 474.725 607.743 438.689 433.532 2212.05 1525.02 731.586 469.275
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 0.84238514565657285 18.500000000000004 4.5000000000000009 3.5000000000000004 22.500000000000004 7.2755387962326052 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 0.48165805212790619 5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 4.5000000000000009 5.5000000000000009 10.500000000000002 18.500000000000004 12.500000000000002 1.0000000180025095e-35 9.5000000000000018 4.5000000000000009 3.5000000000000004 18.500000000000004 17.500000000000004 30.500000000000004 4.5000000000000009
decision_type=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 2 2
left_child=2 6 3 11 5 -4 -2 8 14 -9 -11 -1 -13 -10 24 16 -16 -18 22 -20 21 -21 23 -17 -5 27 -27 -24 -29 -28
right_child=1 -3 4 7 -6 -7 -8 9 13 10 -12 12 -14 -15 15 18 17 -19 19 20 -22 -23 25 -25 -26 26 29 28 -30 -31
leaf_value=0.0016055196491446821 0.035264080457459102 0 -0.053357253522733572 0.00011341185335149717 0.016864420852785146 0.044864561714017273 0.035264080457459102 -0.014480130666614778 -0.01021249748851254 0.0049689446530605252 -0.017663450088906886 -0.0057284273084150074 -0.0022071605052556009 0.026322535014377025 -0.010406285152629025 0.0096126965247993468 0.002773485575662349 -0.012961170501509401 -0.016658006361157884 -0.0067848884614585721 -0.012385137039499306 0.0074542634682126518 0.007348148056583792 -0.0051716822719424906 0.017518013444180091 -0.0049064554402799667 0.005493666999861091 0.0020540207805857416 -0.0074563352254529043 0.018458878943735168
leaf_weight=189593 12197 41527 5016 151983 11307 25228 206588 202551 166875 174110 41619 291551 939604 612528 290866 142913 466134 87749 125937 132228 216626 416927 1857901 697382 146434 1514932 353740 576867 525709 282236
leaf_count=189593 12197 41527 5016 151983 11307 25228 206588 202551 166875 174110 41619 291551 939604 612528 290866 142913 466134 87749 125937 132228 216626 416927 1857901 697382 146434 1514932 353740 576867 525709 282236
internal_value=0 0.0779315 -0.000281425 -0.00037587 0.0238237 0.0321122 0.0930023 0.000101663 0.000268208 -0.00338864 8.66828e-05 -0.00346282 -0.00418932 0.00287027 1.4274e-05 -0.000135364 -0.00242948 -8.61193e-05 0.000147821 -0.00230656 -0.000787301 0.00160119 0.000515552 -0.00168715 0.00386942 0.000877668 -0.000202798 0.00166267 -0.00128354 0.00474672
internal_weight=0 260312 1.06465e+07 1.0605e+07 41551 30244 218785 9.18425e+06 8.76597e+06 418280 215729 1.42075e+06 1.23116e+06 779403 7.98656e+06 7.68815e+06 844749 553883 6.8434e+06 891718 765781 549155 5.95168e+06 840295 298417 5.11138e+06 2.15091e+06 2.96048e+06 1.10258e+06 635976
internal_count=10906858 260312 10646546 10604995 41551 30244 218785 9184247 8765967 418280 215729 1420748 1231155 779403 7986564 7688147 844749 553883 6843398 891718 765781 549155 5951680 840295 298417 5111385 2150908 2960477 1102576 635976
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=4 4 4 4 2 2 2 0 4 4 2 2 1 1 1 2 1 3 2 2 1 1 4 4 2 3 3 2 2 4
split_gain=155078 31149.6 2492.16 1008.41 793.305 695.814 635.081 510.393 454.833 920.424 372.289 534.17 1004.88 715.26 462.329 446.599 424.038 372.106 1130.34 747.104 607.391 356.374 350.14 340.48 614.836 337.378 329.563 327.601 316.869 313.122
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 1.5116925529967513 18.500000000000004 4.5000000000000009 3.5000000000000004 1.5000000000000002 0.50858983957727955 1.0000000180025095e-35 7.5000000000000009 17.500000000000004 3.5000000000000004 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 4.5000000000000009 30.500000000000004 6.5000000000000009 5.5000000000000009 4.5000000000000009 1.0000000180025095e-35 4.5512344757770959 0.57677878104017288 7.5000000000000009 19.500000000000004 49.500000000000007 4.5000000000000009 19.500000000000004 8.2207406222617951
decision_type=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 2 2
left_child=2 6 3 8 5 -4 -2 10 9 27 15 12 21 -13 16 -5 25 19 -19 -17 26 -12 -23 24 -10 -15 -20 -1 -26 -9
right_child=1 -3 4 7 -6 -7 -8 29 23 -11 11 13 -14 14 -16 17 -18 18 20 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.10337088343061077 0.031737672411713193 0 -0.048021528170460216 0.0069249859418968997 0.015177978767506773 0.040378105542615832 0.031737672411713193 0.0034657145953552516 -0.014528970442031231 -0.0055746218772572582 0.00033406750475819538 -0.010752321224614293 -0.0020863101428034271 0.0067531555570717224 -0.0093252420037591936 -0.0041730878779047131 0.013235199545083188 -0.0084453742547076164 0.015633830981078491 -0.023937148490546536 -0.029769197528874792 0.0099250626373569521 0.04015234664126837 -0.001569860922311861 0.0061069282280342922 -0.0039075751290976518 0.054362228093965473 -0.00050112073619832385 -0.0174219166414483 0.03447372558219932
leaf_weight=21966 12197 41527 5016 185444 11307 25228 206588 1771229 20240 333040 267143 420684 983686 273879 187597 241533 219652 270373 58268 132629 11909 693019 209035 3263793 85669 531648 29121 167627 21924 203887
leaf_count=21966 12197 41527 5016 185444 11307 25228 206588 1771229 20240 333040 267143 420684 983686 273879 187597 241533 219652 270373 58268 132629 11909 693019 209035 3263793 85669 531648 29121 167627 21924 203887
internal_value=0 0.0779315 -0.000190522 -0.00028629 0.0242521 0.0327007 0.0930023 0.000459561 -0.00156119 -0.00430723 -0.000105691 0.000334492 0.00136909 -0.0010291 0.000203335 -0.00189922 0.00103855 -0.00299382 -0.000743634 -0.00521699 0.00838083 0.00335076 0.00430085 -0.00113804 0.00392465 -2.34629e-05 0.011268 0.00125479 0.00693261 0.00180911
internal_weight=0 260312 1.06465e+07 1.0605e+07 41551 30244 218785 6.69074e+06 3.91426e+06 522633 4.71562e+06 3.78634e+06 2.15288e+06 1.63346e+06 1.21278e+06 929277 1.02518e+06 743833 369671 374162 99298 1.1692e+06 902054 3.39163e+06 127833 805527 87389 189593 107593 1.97512e+06
internal_count=10906858 260312 10646546 10604995 41551 30244 218785 6690736 3914259 522633 4715620 3786343 2152883 1633460 1212776 929277 1025179 743833 369671 374162 99298 1169197 902054 3391626 127833 805527 87389 189593 107593 1975116
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=4 4 4 4 2 2 2 4 2 1 1 0 0 0 2 4 4 2 3 2 2 1 3 3 1 1 1 2 2 2
split_gain=155073 31147.8 2492.36 891.121 793.305 695.814 634.924 470.227 434.797 540.819 713.023 387.535 317.785 381.107 289.272 288.817 506.457 286.823 419.54 1265.43 464.24 1315.56 585.559 320.732 333.836 363.885 312.404 482.692 343.112 300.295
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 0.84238514565657285 18.500000000000004 4.5000000000000009 3.5000000000000004 12.488862463994478 21.500000000000004 3.5000000000000004 5.5000000000000009 1.5000000000000002 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.063865034115743999 8.5000000000000018 15.500000000000002 5.5000000000000009 6.5000000000000009 4.5000000000000009 35.500000000000007 42.500000000000007 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 4.5000000000000009 19.500000000000004
decision_type=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 2 2
left_child=2 6 3 12 5 -4 -2 8 11 -10 -11 17 15 -14 -13 -1 -17 18 19 -5 26 22 -22 24 25 -19 27 -20 -28 -27
right_child=1 -3 4 7 -6 -7 -8 -9 9 10 -12 14 13 -15 -16 16 -18 23 20 -21 21 -23 -24 -25 -26 29 28 -29 -30 -31
leaf_value=0.00072296211305982187 0.028563905170541661 0 -0.043219375353414337 0.0010923774714963308 0.013660180890756379 0.036340294988354317 0.028563905170541661 0.038826231881137832 -0.008336864766009101 0.0054944159439935802 -0.013118836650194067 0.013738096571325187 0.0013424953438732957 -0.0046696013906467829 0.0023449340078451012 -0.32356674228653137 -0.0038019841005522362 -0.0019175305876743211 -0.012584078577193037 -0.020876992976179221 -0.00044234682895423206 -0.018806214474183226 0.017502571534238242 -0.0022933059899720833 -0.00095017254325924227 0.0068769565257209564 0.0013494378247893126 0.0015597539591771792 -0.012622414752113009 -0.0012177042564158747
leaf_weight=141472 12197 41527 5016 220450 11307 25228 206588 168965 466497 341197 92244 108026 273130 119843 2243601 34852 851451 384222 160523 160795 163560 54351 210105 1236400 1348915 1079914 351057 85402 59837 248186
leaf_count=141472 12197 41527 5016 220450 11307 25228 206588 168965 466497 341197 92244 108026 273130 119843 2243601 34852 851451 384222 160523 160795 163560 54351 210105 1236400 1348915 1079914 351057 85402 59837 248186
internal_value=0 0.0779292 -0.000191499 -0.00028727 0.0242521 0.0327007 0.0929995 7.32668e-05 -2.46914e-05 -0.00211015 0.000433046 0.000206572 -0.00261792 -0.00019925 0.00128843 -0.0035427 -0.00421244 -0.000234831 -0.00144262 -0.00429619 -0.00043979 0.00212282 0.00423722 0.00017719 0.00072621 0.00165308 -0.00210971 -0.00492874 -0.000422493 0.00243717
internal_weight=0 260312 1.06465e+07 1.0605e+07 41551 30244 218785 9.18425e+06 9.01528e+06 899938 433441 8.11534e+06 1.42075e+06 392973 2.35163e+06 1.02778e+06 886303 5.76372e+06 1.46608e+06 381245 1.08484e+06 428016 373665 4.29764e+06 3.06124e+06 1.71232e+06 656819 245925 410894 1.3281e+06
internal_count=10906858 260312 10646546 10604995 41551 30244 218785 9184247 9015282 899938 433441 8115344 1420748 392973 2351627 1027775 886303 5763717 1466080 381245 1084835 428016 373665 4297637 3061237 1712322 656819 245925 410894 1328100
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=4 4 4 2 4 2 2 2 4 1 1 0 2 2 3 2 2 1 4 1 2 4 4 4 2 2 4 1 4 3
split_gain=154973 31147.8 2487.25 793.305 695.881 695.814 634.924 392.596 393.574 364.221 468.549 333.993 364.508 345.023 299.637 889.325 570.5 394.575 252.923 243.6 237.924 261.009 431.654 278.502 378.2 236.688 295.363 223.043 221.629 216.303
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 1.5116925529967513 4.5000000000000009 3.5000000000000004 21.500000000000004 12.488862463994478 3.5000000000000004 5.5000000000000009 1.5000000000000002 7.5000000000000009 1.0000000180025095e-35 33.500000000000007 6.5000000000000009 4.5000000000000009 4.5000000000000009 2.6702725799397347 4.5000000000000009 1.5000000000000002 0.53377472230590461 1.0000000180025095e-35 0.57677878104017288 7.5000000000000009 5.5000000000000009 13.510221848315824 3.5000000000000004 19.913081271118635 12.500000000000002
decision_type=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 2 2
left_child=2 6 4 5 20 -4 28 8 11 -9 -11 12 13 19 16 -16 -15 18 -17 -6 27 22 -22 24 -23 26 -10 -1 -2 -18
right_child=1 -3 3 -5 7 -7 -8 9 25 10 -12 -13 -14 14 15 17 29 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0036172572870332154 0.025707514653487352 0 -0.038897437818072693 0.012294162801680386 -0.0017559405775063653 0.032706265489518674 0.025707514653487352 -0.0089962273029598801 0.072544015635138237 0.0057263816462064911 -0.01277298209256621 0.0044923457773240472 0.0013561293112339446 -0.0027321213875355355 -0.0075733512367502703 0.0073715399101990549 -0.030014555105795537 -0.023422668990200891 0.055700035559757312 0.016546891980368451 0.00065066590175391072 -0.013183721086455158 -0.0046369612794762817 -0.0014703900896592794 0.0061863004035698672 0.064795659304864736 -0.056915053170202158 0.0029179453034848812 0.025707514653487352 -0.013097850004762535
leaf_weight=56559 2518 41527 5016 11307 97407 25228 206588 382803 9403 266938 75946 1701284 3218741 229247 234808 37643 57145 10402 39626 81922 177285 8762 350204 3107353 71887 112899 22865 142209 9679 111657
leaf_count=56559 2518 41527 5016 11307 97407 25228 206588 382803 9403 266938 75946 1701284 3218741 229247 234808 37643 57145 10402 39626 81922 177285 8762 350204 3107353 71887 112899 22865 142209 9679 111657
internal_value=0 0.0779292 -0.000166401 0.0242521 -0.000262075 0.0327007 0.0929995 0.000357509 0.000624689 -0.00183867 0.000528459 0.000496402 9.5178e-06 -0.00176973 -0.0027466 -0.000480962 -0.0045821 0.00811329 0.0105747 0.00215526 -0.00132114 -0.00150147 -0.00356197 -0.00116054 0.0046411 0.00576784 -0.00178505 0.00204963 0.0708289 -0.00899397
internal_weight=0 260312 1.06465e+07 41551 1.0605e+07 30244 218785 6.69074e+06 5.96505e+06 725687 342884 5.81988e+06 4.1186e+06 899857 720528 322479 398049 87671 77269 179329 3.91426e+06 3.71549e+06 527489 3.188e+06 80649 145167 32268 198768 12197 168802
internal_count=10906858 260312 10646546 41551 10604995 30244 218785 6690736 5965049 725687 342884 5819882 4118598 899857 720528 322479 398049 87671 77269 179329 3914259 3715491 527489 3188002 80649 145167 32268 198768 12197 168802
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 1 1 1 2 4 2 1 2 2 1 2 2 2 2 1 1 3 2 4 4 1 2
split_gain=154824 31147.8 2479.57 793.305 695.814 634.924 537.75 354.695 776.01 566.946 440.66 1768.43 719.033 679.902 417.96 433.353 405.485 721.847 453.174 1073.91 445.936 435.354 423.109 333.836 299.346 272.293 262.156 257.999 267.559 228.337
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 1.8515178253779727 18.500000000000004 1.5000000000000002 5.5000000000000009 3.5000000000000004 6.5000000000000009 8.4837949883038259 1.5000000000000002 4.5000000000000009 20.500000000000004 13.500000000000002 4.5000000000000009 5.5000000000000009 9.5000000000000018 11.500000000000002 7.5000000000000009 5.5000000000000009 1.0000000180025095e-35 30.500000000000004 12.500000000000002 6.1558307448191645 6.4305754945323477 4.5000000000000009 1.5000000000000002
decision_type=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 2 2
left_child=2 5 6 4 -4 -2 29 10 -9 14 11 -8 23 -12 24 -16 17 20 26 -20 21 -15 27 -13 -10 -21 -19 28 -18 -1
right_child=1 -3 3 -5 -6 -7 7 8 9 -11 13 12 -14 16 15 -17 22 18 19 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001128372345128481 0.023136763188138332 0 -0.03500769403626549 0.011064746521512347 0.02943563894056709 0.023136763188138332 -0.011278322460496782 -0.010895766233582016 0.0052495735398585099 -0.0105368013195422 0.012899963325556919 -0.00057549573028996552 0.065700979176968849 -0.0017689078800552595 0.028423476014445725 0.0052144057565243433 -0.011811270149875064 0.0043404250701247092 -0.032328972880278251 -0.011214603207859497 -0.018314069909563281 0.025961043347576231 0.013188061154954411 0.010442996718915866 -0.0043761819039401578 0.0052674984245342678 -0.022738110597535055 0.031636773885497148 0.0034009662188184465 -0.0012976473421037584
leaf_weight=252482 12197 41527 5016 11307 25228 206588 316951 412506 431365 187961 299264 329510 181758 152636 90649 148346 198491 143840 128032 230717 83433 160621 229097 1113619 391262 85246 59439 65295 187187 4725288
leaf_count=252482 12197 41527 5016 11307 25228 206588 316951 412506 431365 187961 299264 329510 181758 152636 90649 148346 198491 143840 128032 230717 83433 160621 229097 1113619 391262 85246 59439 65295 187187 4725288
internal_value=0 0.0779292 -0.000128718 0.0242521 0.0327007 0.0929995 -0.000224243 0.000445495 -0.000780764 0.000460714 0.000959513 0.0020356 0.00336842 -7.32467e-05 0.00135698 0.00503818 -0.00083699 -0.00207478 -0.00413333 -0.00592372 0.00128413 0.00301446 0.00106313 0.00262187 0.000287494 -0.00279305 -0.000222846 -0.000714677 -0.00169883 -0.000981363
internal_weight=0 260312 1.06465e+07 41551 30244 218785 1.0605e+07 5.62722e+06 1.66209e+06 1.24958e+06 3.96514e+06 1.94184e+06 1.62489e+06 2.0233e+06 1.06162e+06 238995 1.72403e+06 1.04396e+06 647274 443995 396690 313257 680070 1.44313e+06 822627 315963 203279 450973 385678 4.97777e+06
internal_count=10906858 260312 10646546 41551 30244 218785 10604995 5627225 1662089 1249583 3965136 1941838 1624887 2023298 1061622 238995 1724034 1043964 647274 443995 396690 313257 680070 1443129 822627 315963 203279 450973 385678 4977770
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 1 2 2 2 2 1 2 4 2 1 1 3 2 3 2 4 2 2 1 2 2 2
split_gain=154830 31147.8 2479.93 793.305 695.814 634.924 484.393 378.843 361.051 522.388 1102.08 501.895 462.409 539.884 578.216 416.194 386.746 2479.47 1176.26 772.763 647.668 633.732 2107.44 485.114 456.901 381.475 356.91 351.321 322.181 306.479
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 0.84238514565657285 1.0000000180025095e-35 5.5000000000000009 18.500000000000004 12.500000000000002 4.5000000000000009 6.5000000000000009 3.5000000000000004 5.5000000000000009 12.488862463994478 12.500000000000002 4.5000000000000009 4.5000000000000009 18.500000000000004 9.5000000000000018 20.500000000000004 8.5000000000000018 2.2083713706818768 17.500000000000004 20.500000000000004 4.5000000000000009 9.5000000000000018 4.5000000000000009 18.500000000000004
decision_type=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 2 2
left_child=2 5 6 4 -4 -2 -1 26 12 10 11 -10 13 14 -9 16 17 21 19 -18 -19 22 -14 -23 -20 -26 -8 -13 -15 -17
right_child=1 -3 3 -5 -6 -7 7 8 9 -11 -12 27 15 28 -16 29 18 20 24 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0016839921569832051 0.020823086869324214 0 -0.031506924632638801 0.0099582718693611138 0.026492075046510168 0.020823086869324214 0.00034791936882321299 -0.014167055842993293 0.00020799465962726416 -0.0095343333656859215 0.007138562135474303 -0.018871572075478141 -0.016647260264197251 0.0032657732689578725 9.2326934452113829e-05 0.090861455177095263 0.0021826723187999167 -0.02146454385863077 0.0013164185646767025 -0.0041025391566645196 -0.0075709374322315177 0.0046379683821994536 0.01219272123782842 0.024331478720521462 0.01750116425318211 0.0058192838524522734 0.014170205383661649 -0.0070528146767333769 -0.008912129828092575 0.0021987733774523122
leaf_weight=1420748 12197 41527 5016 11307 25228 206588 179099 211103 201177 284547 452450 104806 210439 340214 131414 65547 1216461 96760 342915 2587694 189724 670706 416576 534644 230820 226313 162971 198622 83028 46217
leaf_count=1420748 12197 41527 5016 11307 25228 206588 179099 211103 201177 284547 452450 104806 210439 340214 131414 65547 1216461 96760 342915 2587694 189724 670706 416576 534644 230820 226313 162971 198622 83028 46217
internal_value=0 0.0779292 -0.000130465 0.0242521 0.0327007 0.0929995 -0.000225997 3.98182e-05 -8.65058e-05 -0.00166752 -0.00054908 -0.00376235 0.000171763 -0.00215851 -0.00511011 0.000432843 0.00033223 0.00145027 -0.00018229 -0.000915289 -0.0072011 0.00280288 0.000224397 0.00414419 0.00330305 0.00537283 0.00330517 -0.00633033 0.000230128 0.00648509
internal_weight=0 260312 1.06465e+07 41551 30244 218785 1.0605e+07 9.18425e+06 8.84218e+06 1.2416e+06 957055 504605 7.60058e+06 765759 342517 6.83482e+06 6.72305e+06 2.11885e+06 4.6042e+06 3.80416e+06 286484 1.83236e+06 627015 1.20535e+06 800048 457133 342070 303428 423242 111764
internal_count=10906858 260312 10646546 41551 30244 218785 10604995 9184247 8842177 1241602 957055 504605 7600575 765759 342517 6834816 6723052 2118849 4604203 3804155 286484 1832365 627015 1205350 800048 457133 342070 303428 423242 111764
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 0 0 4 2 1 4 2 4 2 4 4 4 4 4 4 4 2 4 1 4 1 1 1 1
split_gain=154764 31147.8 2476.51 793.305 695.814 634.924 500.042 526.077 465.161 288.037 295.612 286.656 232.066 221.629 213.611 189.728 237.318 236.917 364.729 332.732 176.336 449.312 174.973 173.659 155.525 155.448 155.856 194.646 150.74 148.614
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 1.5000000000000002 4.5000000000000009 0.84238514565657285 1.5000000000000002 3.5000000000000004 8.7274620793340905 22.500000000000004 19.913081271118635 19.500000000000004 12.488862463994478 11.706087530795603 11.083327231127907 9.9715911407626923 9.4770567817028475 1.0000000180025095e-35 0.063865034115743999 4.5000000000000009 9.9715911407626923 1.0000000180025095e-35 0.21462207961866353 5.5000000000000009 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009
decision_type=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 2 2
left_child=2 5 6 4 -4 13 8 9 20 10 -8 25 15 -2 -7 16 17 18 19 -10 22 -22 -1 -13 -23 -11 27 -27 -14 -30
right_child=1 -3 3 -5 -6 14 7 -9 12 11 -12 23 28 -15 -16 -17 -18 -19 -20 -21 21 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.093378786586132634 0.01874077818239215 0 -0.028356232169375065 0.0089624446824252864 0.023842867541858936 0.01874077818239215 -0.0029474241668350667 -0.0020103492083094034 -0.00050197404124405762 0.047774926631858075 0.015472394619040132 0.076164717042078334 -0.011785640914041641 0.01874077818239215 0.01874077818239215 0.028269705910922482 -0.051043379504644548 0.040076464897697589 -0.043152449791717375 0.05461834288830545 -0.29044820798002197 -0.0049127771115176529 -0.00079961622870605709 0.019498111516350038 -0.0022936199730523299 -0.0026252181683317668 -0.0015488611884605598 0.0033808323451652634 0.0015494527710902873 -0.012608306065426246
leaf_weight=15975 2518 41527 5016 11307 25228 164761 39688 945822 5913926 47071 120692 42237 143253 9679 41827 110262 26720 26919 79147 52907 34852 108184 125497 70770 743267 207551 274917 1333366 112765 29207
leaf_count=15975 2518 41527 5016 11307 25228 164761 39688 945822 5913926 47071 120692 42237 143253 9679 41827 110262 26720 26919 79147 52907 34852 108184 125497 70770 743267 207551 274917 1333366 112765 29207
internal_value=0 0.0779292 -0.000113633 0.0242521 0.0327007 0.0929995 -0.0002091 0.000863693 -0.000648621 0.001733 0.0058087 0.00140219 -0.000335822 0.0708289 0.0943085 -0.000207717 -0.000282034 -0.000240659 -0.000282336 -0.000192883 -0.00262538 -0.0031487 0.000653133 0.00629253 -0.00269317 0.00110553 0.000958458 0.00134978 -0.0031249 -0.000815654
internal_weight=0 260312 1.06465e+07 41551 30244 218785 1.0605e+07 3.08211e+06 7.52288e+06 2.13629e+06 160380 1.97591e+06 6.49511e+06 12197 206588 6.20988e+06 6.09962e+06 6.0729e+06 6.04598e+06 5.96683e+06 1.02778e+06 886303 141472 113007 851451 1.8629e+06 1.81583e+06 1.54092e+06 285225 141972
internal_count=10906858 260312 10646546 41551 30244 218785 10604995 3082114 7522881 2136292 160380 1975912 6495106 12197 206588 6209881 6099619 6072899 6045980 5966833 1027775 886303 141472 113007 851451 1862905 1815834 1540917 285225 141972
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 2 3 2 1 2 3 4 2 1 1 3 1 2 2 1 2 1 1 4 1 2 3
split_gain=154753 31147.8 2481.82 795.334 687.674 634.924 392.39 269.552 278.699 598.121 744.95 1244.16 742.518 504.974 438.718 418.19 480.309 321.676 313.917 290.706 643.367 455.795 273.906 238.84 1630.94 453.842 328.076 346.902 310.381 261.086
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 0.84238514565657285 1.0000000180025095e-35 8.5000000000000018 26.500000000000004 6.5000000000000009 4.5000000000000009 4.5000000000000009 43.500000000000007 2.2083713706818768 15.500000000000002 2.5000000000000004 3.5000000000000004 10.500000000000002 5.5000000000000009 11.500000000000002 18.500000000000004 3.5000000000000004 12.500000000000002 4.5000000000000009 4.5000000000000009 6.571205071845271 1.5000000000000002 17.500000000000004 13.500000000000002
decision_type=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 2 2
left_child=2 5 6 4 -4 -2 -1 22 9 12 -11 14 17 19 -12 -15 -17 -9 -14 23 -21 -22 -8 24 -10 26 29 -28 -27 -25
right_child=1 -3 3 -5 -6 -7 7 8 13 10 11 -13 18 15 -16 16 -18 -19 -20 20 21 -23 -24 25 -26 28 27 -29 -30 -31
leaf_value=-0.0014228287738589529 0.016866700364153078 0 -0.025520608952437841 0.0080662002141828285 0.021458580787673043 0.016866700364153078 -0.0016319199654249773 -0.0096296136381713651 0.011733927611544903 -0.0038935819430870214 0.0045994230985682448 -0.015376905764906823 -0.019645840111292046 0.0011520879502046279 0.03253950430560977 -0.010624389060280138 -0.0016822375209777363 0.0037639297217366696 -0.0074925367651154321 -0.013432095709366366 0.0050822383607194155 -0.0066913959688269745 0.010377623750544896 0.0022269235360958817 -0.012283565155056931 0.0012349741123334646 -0.0067639534856212442 0.033139310992441294 0.011917430132765361 -0.0019771545021862735
leaf_weight=1420748 12197 41527 5016 11307 25228 206588 111354 82224 879059 543130 204697 59168 156431 827877 175882 418245 657087 267482 253456 113182 383090 211845 230716 817819 167420 252195 107916 192993 338248 1732731
leaf_count=1420748 12197 41527 5016 11307 25228 206588 111354 82224 879059 543130 204697 59168 156431 827877 175882 418245 657087 267482 253456 113182 383090 211845 230716 817819 167420 252195 107916 192993 338248 1732731
internal_value=0 0.0779292 -0.00011089 0.024281 0.0327404 0.0929995 -0.000206459 3.27844e-05 -7.37714e-05 -0.00120702 0.000421721 0.00348132 -0.00331454 0.000204361 0.00557861 -0.0011892 -0.00248984 7.03448e-05 -0.00620244 0.000714751 -0.00116831 0.000146403 0.00278715 0.00101183 0.00233478 0.000609605 8.70782e-05 0.00320994 0.00313307 -0.000281351
internal_weight=0 260312 1.06465e+07 41551 30244 218785 1.0605e+07 9.18425e+06 8.84218e+06 1.74247e+06 982877 439747 759593 7.09971e+06 380579 1.90321e+06 1.07533e+06 349706 409887 5.1965e+06 708117 594935 342070 4.48838e+06 1.04648e+06 3.4419e+06 2.85146e+06 300909 590443 2.55055e+06
internal_count=10906858 260312 10646546 41551 30244 218785 10604995 9184247 8842177 1742470 982877 439747 759593 7099707 380579 1903209 1075332 349706 409887 5196498 708117 594935 342070 4488381 1046479 3441902 2851459 300909 590443 2550550
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 0 0 4 4 2 4 2 2 2 1 0 4 4 2 2 4 2 1 2 2 1 2 1 4
split_gain=154691 31147.8 2478.65 795.334 687.674 634.924 382.175 407.574 374.147 221.629 213.611 206.338 216.432 325.943 180.559 169.919 172.942 162.727 457.199 169.743 173.753 162.486 161.158 153.81 205.372 175.961 148.613 138.065 126.531 123.099
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 1.5000000000000002 4.5000000000000009 0.84238514565657285 19.913081271118635 19.500000000000004 7.08528122962674 4.5000000000000009 6.5000000000000009 22.500000000000004 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 0.063865034115743999 4.5000000000000009 19.500000000000004 14.474496692018944 4.5000000000000009 5.5000000000000009 10.500000000000002 18.500000000000004 1.0000000180025095e-35 9.5000000000000018 3.5000000000000004 1.8364222767802052
decision_type=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 2 2
left_child=2 5 6 4 -4 9 8 11 17 28 -7 12 15 -14 21 -8 -17 19 -19 -1 -21 -10 -23 26 -25 -26 27 -15 -2 -9
right_child=1 -3 3 -5 -6 10 7 29 14 -11 -12 -13 13 23 -16 16 -18 18 -20 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.084183190804905203 0.015180030327737626 0 -0.022968548057193772 0.0072595801927647589 0.019312722708905741 0.015180030327737626 -0.0014134662323983527 -0.00329621892612213 -0.00049410901071311741 0.015180030327737626 0.015180030327737626 0.026807088713822227 -0.011583227660519224 0.011530796184206516 -0.0058647782648992399 0.0057891306238231806 0.018234436789509267 -0.26126110430463384 -0.0024353972937238844 -0.00081039154995661284 0.048357314596735534 -0.052777686467678109 0.064270110288920532 -0.015248967264863822 0.003447974152340372 -0.0073095779020743382 0.003673423614671734 -0.0037731517862581222 0.015180030327737626 0.00017373629967645245
leaf_weight=15975 1263 41527 5016 11307 25228 164761 50588 434739 6156639 9679 41827 183498 38000 25897 285225 129288 61110 34852 851451 96519 28978 9025 44217 27495 144793 65361 1238648 171614 1255 511083
leaf_count=15975 1263 41527 5016 11307 25228 164761 50588 434739 6156639 9679 41827 183498 38000 25897 285225 129288 61110 34852 851451 96519 28978 9025 44217 27495 144793 65361 1238648 171614 1255 511083
internal_value=0 0.0779292 -9.52797e-05 0.024281 0.0327404 0.0929995 -0.000190787 0.000747085 -0.000575032 0.0708289 0.0943085 0.00151225 0.00121098 0.000815979 -0.000294499 0.00401683 0.00538556 -0.00234789 -0.00285061 0.000801572 -0.000434273 -0.000181501 0.00531911 0.00102389 -0.00133264 -0.000269326 0.00141384 -0.00113361 0.0444003 -0.000981157
internal_weight=0 260312 1.06465e+07 41551 30244 218785 1.0605e+07 3.08211e+06 7.52288e+06 12197 206588 2.13629e+06 1.95279e+06 1.71181e+06 6.49511e+06 240986 190398 1.02778e+06 886303 141472 125497 6.20988e+06 53242 1.67381e+06 237649 210154 1.43616e+06 197511 2518 945822
internal_count=10906858 260312 10646546 41551 30244 218785 10604995 3082114 7522881 12197 206588 2136292 1952794 1711808 6495106 240986 190398 1027775 886303 141472 125497 6209881 53242 1673808 237649 210154 1436159 197511 2518 945822
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 1 2 2 3 2 2 1 1 2 0 2 3 1 1 2 2 2 4 4 1 1 2 4 1
split_gain=154522 31147.8 2469.98 795.334 687.674 634.924 345.691 285.222 448.423 419.626 700.261 661.852 1004.01 374.691 1672.23 628.55 561.142 470.07 367.678 339.046 895.97 825.86 325.908 303.588 387.942 297.941 290.39 857.742 459.265 315.563
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 33.500000000000007 4.5000000000000009 6.5000000000000009 4.5000000000000009 3.5000000000000004 15.500000000000002 1.5000000000000002 13.500000000000002 16.500000000000004 3.5000000000000004 4.5000000000000009 10.500000000000002 11.500000000000002 18.500000000000004 0.41269033324789184 0.55592067293378034 2.5000000000000004 4.5000000000000009 18.500000000000004 7.6992399857654181 5.5000000000000009
decision_type=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 2 2
left_child=2 5 6 4 -4 -2 -1 -8 9 10 18 -11 -13 14 15 23 19 -16 -9 21 -21 -15 -19 -10 -25 -24 27 28 -18 -28
right_child=1 -3 3 -5 -6 -7 7 8 13 11 -12 12 -14 16 17 -17 26 22 -20 20 -22 -23 25 24 -26 -27 29 -29 -30 -31
leaf_value=-0.0032789855101249543 0.01366202729496422 0 -0.020671693251474468 0.0065336221734881407 0.017381450438015377 0.01366202729496422 0.0048551814054777157 -0.0095490786642519875 -0.0051425790231956377 -0.0038147663900245377 -0.0093324314008094156 0.012342707183025681 -0.012745803555534164 0.0096498016709409395 0.0025547741194277052 0.017345267989126344 -0.008647336338163036 0.00034042086461729684 0.0022463674796739498 -0.013405653499447468 -0.0021438260869961925 -0.010526678965174252 -0.0077762773745856609 0.0068317076564003544 0.0057543964391966185 -0.00095092400386089795 0.0051995556750093824 0.0027446549985187031 0.060272644140238897 -0.00048985594863246715
leaf_weight=1237052 12197 41527 5016 11307 25228 206588 359796 87690 45260 451351 529525 297382 55974 241734 570294 388458 450380 510383 376450 228378 484296 173390 569473 27476 1023436 323060 845848 543868 29708 754333
leaf_count=1237052 12197 41527 5016 11307 25228 206588 359796 87690 45260 451351 529525 297382 55974 241734 570294 388458 450380 510383 376450 228378 484296 173390 569473 27476 1023436 323060 845848 543868 29708 754333
internal_value=0 0.0779292 -5.25992e-05 0.024281 0.0327404 0.0929995 -0.00014794 5.95328e-05 -5.0743e-05 -0.00146343 -0.00283808 0.000233998 0.00347525 0.000301632 0.00105256 0.00358783 -0.000390439 -0.000854952 -2.58543e-06 -0.0022559 -0.0035792 1.58989e-05 -0.00183903 0.00236295 0.00270831 -0.0029916 0.000411297 -0.00090375 -0.00398427 0.0012528
internal_weight=0 260312 1.06465e+07 41551 30244 218785 1.0605e+07 9.36794e+06 9.00815e+06 1.79837e+06 993665 804707 353356 7.20978e+06 3.45784e+06 1.48463e+06 3.75194e+06 1.97321e+06 464140 1.1278e+06 712674 415124 1.40292e+06 1.09617e+06 1.05091e+06 892533 2.62414e+06 1.02396e+06 480088 1.60018e+06
internal_count=10906858 260312 10646546 41551 30244 218785 10604995 9367943 9008147 1798372 993665 804707 353356 7209775 3457840 1484630 3751935 1973210 464140 1127798 712674 415124 1402916 1096172 1050912 892533 2624137 1023956 480088 1600181
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 4 2 2 4 1 1 2 1 2 2 3 1 2 2 2 1 1 3 2 2 1 2 2
split_gain=154517 31147.8 2458.99 791.617 684.718 634.924 306.776 221.629 218.691 213.611 204.421 201.68 197.247 215.608 430.038 895.35 384.632 425.8 379.222 658.842 409.509 362.903 301.504 276.955 255.439 255.317 250.912 238.613 676.552 390.127
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 1.5116925529967513 19.913081271118635 22.500000000000004 19.500000000000004 14.474496692018944 3.5000000000000004 1.0000000180025095e-35 8.5000000000000018 3.5000000000000004 18.500000000000004 1.5000000000000002 23.500000000000004 4.5000000000000009 5.5000000000000009 5.5000000000000009 5.5000000000000009 3.5000000000000004 1.5000000000000002 46.500000000000007 13.500000000000002 12.500000000000002 4.5000000000000009 10.500000000000002 10.500000000000002
decision_type=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 2 2
left_child=2 5 6 4 -4 7 -1 -2 10 -7 12 -10 -8 16 15 26 22 21 19 -19 -20 -18 -14 -17 -21 27 -15 28 -16 -29
right_child=1 -3 3 -5 -6 9 8 -9 11 -11 -12 -13 13 14 25 23 17 18 20 24 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00098406643178936557 0.01229582456546794 0 -0.018604523926327231 0.0058802599561396107 0.015643305394213769 0.01229582456546794 -0.0033700734364336075 0.01229582456546794 -0.011963160715835565 0.01229582456546794 0.047973161323719184 0.00019666029268274878 -0.0045088948433040345 0.020380536945451413 0.027365021992400786 -0.0079919181744081413 -0.0023848492999128724 -0.011452944938521538 -0.00099660450318026514 0.004415432955845411 -0.023049961934300003 -0.017096331845305814 0.008645561629424937 0.0011327080404746504 0.020653677540341066 0.0019860289927852827 0.0068926494898320818 -0.014650874299781159 -0.0096234684980682772 -0.0027295090787164966
leaf_weight=3914259 2518 41527 5016 11307 25228 164761 718166 9679 162803 41827 76324 168827 110108 477241 94219 223791 175760 105753 121194 199341 58333 202366 334373 501146 114252 1491032 766367 141654 148244 299442
leaf_count=3914259 2518 41527 5016 11307 25228 164761 718166 9679 162803 41827 76324 168827 110108 477241 94219 223791 175760 105753 121194 199341 58333 202366 334373 501146 114252 1491032 766367 141654 148244 299442
internal_value=0 0.0779292 -5.13782e-05 0.0242281 0.0326676 0.0929995 -0.000146506 0.0708289 0.000264874 0.0943085 0.000395433 -0.00223864 0.000332942 0.000534233 0.000898836 0.00196963 -0.000528463 -0.00163798 2.08725e-05 0.00166736 -0.00382505 -0.00426524 0.00191032 -0.000823658 0.00396916 -7.0496e-05 0.00359792 -0.00167081 0.000849202 -0.00305602
internal_weight=0 260312 1.06465e+07 41551 30244 218785 1.0605e+07 12197 6.69074e+06 206588 6.35911e+06 331630 6.28278e+06 5.56462e+06 4.14314e+06 1.96854e+06 1.42148e+06 976999 598873 419346 179527 378126 444481 724937 313593 2.17459e+06 1.24361e+06 683559 242463 441096
internal_count=10906858 260312 10646546 41551 30244 218785 10604995 12197 6690736 206588 6359106 331630 6282782 5564616 4143136 1968545 1421480 976999 598873 419346 179527 378126 444481 724937 313593 2174591 1243608 683559 242463 441096
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 4 2 4 2 2 0 0 1 4 1 2 2 0 4 1 2 4 2 4 4 0 4 4
split_gain=154437 31147.8 2454.92 791.617 684.718 634.924 276.853 366.617 243.095 221.629 214.205 213.611 211.914 245.807 200.064 190.498 171.102 157.348 249.97 148.973 132.239 126.531 119.532 118.485 116.681 386.481 248.341 124.492 160.173 279.267
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 0.50858983957727955 1.0000000180025095e-35 22.500000000000004 19.913081271118635 4.5000000000000009 19.500000000000004 1.5000000000000002 4.5000000000000009 3.5000000000000004 7.2755387962326052 5.5000000000000009 4.5000000000000009 6.5000000000000009 2.5000000000000004 0.57677878104017288 3.5000000000000004 20.500000000000004 1.2292567210303786 18.500000000000004 0.45059434080261701 0.36974713994338892 1.5000000000000002 0.063865034115743999 0.21462207961866353
decision_type=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 2 2
left_child=2 5 6 4 -4 9 7 10 12 21 -1 -7 -8 15 -10 17 -16 19 23 -14 -20 -2 -12 -19 27 26 -26 28 -9 -30
right_child=1 -3 3 -5 -6 11 8 24 14 -11 22 -13 13 -15 16 -17 -18 18 20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.082047373262206416 0.011066242108920932 0 -0.016744071533694439 0.0052922339605260054 0.014078974854792392 0.011066242108920932 -0.00038842278007535926 -0.23796092271576461 -0.0091045650373553499 0.011066242108920932 -0.00091287820068046703 0.011066242108920932 0.0037164488664515717 -0.0010810356649805896 0.0020145444773940649 0.02842179359321655 -0.0098203385360073458 -0.013225378993967319 0.0082276544094410653 0.013355470658528558 0.0016948487973229122 0.011066242108920932 0.04492024666975887 -0.0067079438067839453 -0.0011402538985070265 -0.014713410454441966 0.0017490906455811751 -0.0012257564852663273 0.006032513681449414 -0.0032060298681602542
leaf_weight=21966 1263 41527 5016 11307 25228 164761 6833537 26740 216525 9679 139064 41827 156298 867278 187294 163358 44343 8701 20380 72177 1485038 1255 28563 27433 38728 19431 19380 68106 22941 137714
leaf_count=21966 1263 41527 5016 11307 25228 164761 6833537 26740 216525 9679 139064 41827 156298 867278 187294 163358 44343 8701 20380 72177 1485038 1255 28563 27433 38728 19431 19380 68106 22941 137714
internal_value=0 0.0779292 -3.12965e-05 0.0242281 0.0326676 0.0929995 -0.000126346 -0.0023705 -1.00175e-05 0.0708289 0.00113981 0.0943085 9.58876e-05 0.000828482 -0.00228667 0.00145594 -0.000243916 0.00115439 0.00079141 0.00360346 0.000988695 0.0444003 -7.69566e-05 -0.00742791 -0.00436884 -0.000971124 0.00311145 -0.00539998 -0.0067307 -0.00553795
internal_weight=0 260312 1.06465e+07 41551 30244 218785 1.0605e+07 522633 1.00824e+07 12197 189593 206588 9.6342e+06 2.80066e+06 448162 1.93338e+06 231637 1.77003e+06 1.54155e+06 228475 1.50542e+06 2518 167627 36134 333040 77539 58108 255501 187395 160655
internal_count=10906858 260312 10646546 41551 30244 218785 10604995 522633 10082362 12197 189593 206588 9634200 2800663 448162 1933385 231637 1770027 1541552 228475 1505418 2518 167627 36134 333040 77539 58108 255501 187395 160655
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 4 2 4 4 2 4 4 2 2 4 4 4 4 4 4 4 4 4 2 2 1 1 2
split_gain=154414 31147.8 2453.75 791.617 684.718 634.924 263.325 221.629 213.611 193.388 213.368 255.09 430.912 328.208 210.52 176.692 169.772 548.241 847.265 397.064 594.526 447.289 394.161 748.128 224.553 202.579 201.92 200.149 302.729 300.917
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 0.69652702320203608 19.913081271118635 19.500000000000004 1.0000000180025095e-35 0.36974713994338892 7.5000000000000009 0.45059434080261701 0.55592067293378034 4.5000000000000009 22.500000000000004 3.1534196612716134 3.3324412719549321 3.4509726139152175 3.7087252944443323 3.8554904666098158 3.5746513084606542 4.0625888652848916 4.2293742641942567 3.9555083501796484 7.5000000000000009 7.5000000000000009 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002
decision_type=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 2 2
left_child=2 5 6 4 -4 7 9 -2 -7 14 -11 12 -12 -14 -1 16 -8 26 -19 21 -21 -20 24 25 -22 -24 -18 28 -25 -29
right_child=1 -3 3 -5 -6 8 15 -9 -10 10 11 -13 13 -15 -16 -17 17 18 19 20 22 -23 23 27 -26 -27 -28 29 -30 -31
leaf_value=0.073842635935985793 0.0099596178980291949 0 -0.015069664380325067 0.0047630105644735467 0.012671077369313367 0.0099596178980291949 -0.00028390707625032264 0.0099596178980291949 0.0099596178980291949 -0.0042093114908810852 0.0017637413706708572 -0.00051137611442788613 -0.011553513311771103 -0.0033338595280355322 -0.00017860672268348312 -0.0037120119898341741 0.026794800796243124 -0.01844687962171019 0.0008841588300247949 -0.017743416374108634 0.006526796363024623 0.021773669998446901 -0.042212213985294157 -0.0086168367816473086 0.030535340123583235 -0.013256723898855328 0.0093770982759263447 0.017939782048183341 0.0085365034818089217 -0.0058181214374815942
leaf_weight=21966 2518 41527 5016 11307 25228 164761 6333453 9679 41827 166837 14088 499107 27196 52328 167627 434019 40607 122614 119556 120975 77921 121240 26197 221836 78904 88950 161622 90613 1108148 509191
leaf_count=21966 2518 41527 5016 11307 25228 164761 6333453 9679 41827 166837 14088 499107 27196 52328 167627 434019 40607 122614 119556 120975 77921 121240 26197 221836 78904 88950 161622 90613 1108148 509191
internal_value=0 0.0779292 -2.54731e-05 0.0242281 0.0326676 0.0929995 -0.0001205 0.0708289 0.0943085 -0.00170985 -0.00242299 -0.00153378 -0.00632398 -0.00917962 0.00114719 3.57297e-05 0.000128532 0.00076389 0.000385869 0.000774284 0.000373568 0.00463961 0.000748583 0.000378056 0.00558011 -0.00745221 0.00578503 0.000845274 0.00152919 -0.000671219
internal_weight=0 260312 1.06465e+07 41551 30244 218785 1.0605e+07 12197 206588 949149 759556 592719 93612 79524 189593 9.65585e+06 9.22183e+06 2.88837e+06 2.68614e+06 2.56353e+06 2.32274e+06 240796 2.20176e+06 2.04494e+06 156825 115147 202229 1.92979e+06 1.32998e+06 599804
internal_count=10906858 260312 10646546 41551 30244 218785 10604995 12197 206588 949149 759556 592719 93612 79524 189593 9655846 9221827 2888374 2686145 2563531 2322735 240796 2201760 2044935 156825 115147 202229 1929788 1329984 599804
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 0 0 4 4 2 4 4 2 2 2 4 4 1 2 2 4 4 2 2 1 4 2 2 1
split_gain=154384 31147.8 2452.23 791.617 684.718 634.924 224.917 293.309 248.918 221.629 213.611 157.197 307.429 164.892 130.629 156.819 149.593 250.85 168.407 160.125 136.727 127.403 130.499 148.853 160.588 126.531 122.188 119.485 185.824 164.308
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 1.5000000000000002 4.5000000000000009 0.69652702320203608 19.913081271118635 19.500000000000004 1.0000000180025095e-35 0.063865034115743999 4.5000000000000009 6.5000000000000009 4.5000000000000009 0.21462207961866353 0.36974713994338892 4.5000000000000009 8.5000000000000018 18.500000000000004 8.7274620793340905 9.9715911407626923 3.5000000000000004 15.500000000000002 3.5000000000000004 0.21462207961866353 4.5000000000000009 6.5000000000000009 3.5000000000000004
decision_type=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 2 2
left_child=2 5 6 4 -4 9 8 21 11 25 -7 13 -13 -1 15 -14 19 18 20 -16 -18 26 23 -23 -25 -2 -8 29 -29 -28
right_child=1 -3 3 -5 -6 10 7 -9 -10 -11 -12 12 14 -15 16 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.060602175998786839 0.0089636561082265583 0 -0.013562697942292347 0.0042867095080261208 0.011403969632382173 0.0089636561082265583 0.044052485711211634 -0.001552069494424302 -0.00039219478490100103 0.0089636561082265583 0.0089636561082265583 -0.2121782479746239 -0.0040115640472624392 -0.00019368503755270441 0.14988042042677127 -0.021857198229983776 -0.0037883803417929408 -0.0012722301432414264 0.0010687012627134341 0.0029166180190819627 -0.041833116453940902 -0.021341540281369475 0.010879177562255827 0.10646992182198148 0.025427468559276536 0.0089636561082265583 -0.0028307603442987886 -0.0085863293300431302 0.0014218515046007685 0.0076696677759047205
leaf_weight=15975 1263 41527 5016 11307 25228 164761 50970 945822 6833236 9679 41827 34852 52457 125497 2603 14486 27594 373541 11959 21025 9656 6128 78253 22089 17656 1255 52852 38841 1673831 195672
leaf_count=15975 1263 41527 5016 11307 25228 164761 50970 945822 6833236 9679 41827 34852 52457 125497 2603 14486 27594 373541 11959 21025 9656 6128 78253 22089 17656 1255 52852 38841 1673831 195672
internal_value=0 0.0779292 -1.79589e-05 0.0242281 0.0326676 0.0929995 -0.000112956 0.000606532 -0.000407729 0.0708289 0.0943085 -0.00221839 -0.00298537 0.000753506 -0.0023683 -0.00648761 -0.00175053 -0.00218332 -0.00889471 0.00599289 -0.0122094 0.00125563 0.00436492 0.00859983 0.0108366 0.0444003 0.00106383 0.000938203 0.00064087 0.00298724
internal_weight=0 260312 1.06465e+07 41551 30244 218785 1.0605e+07 3.08211e+06 7.52288e+06 12197 206588 689645 548173 141472 513321 66943 446378 422750 49209 23628 37250 2.13629e+06 124126 45873 39745 2518 2.01217e+06 1.9612e+06 1.71267e+06 248524
internal_count=10906858 260312 10646546 41551 30244 218785 10604995 3082114 7522881 12197 206588 689645 548173 141472 513321 66943 446378 422750 49209 23628 37250 2136292 124126 45873 39745 2518 2012166 1961196 1712672 248524
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 1 2 2 2 3 0 0 4 1 2 3 2 4 4 0 4 1 4 4 4 4 2 1
split_gain=154348 31147.8 2450.38 791.617 684.718 634.924 221.629 213.669 215.319 213.611 213.273 191.357 180.923 214.401 134.782 126.531 116.88 182.708 118.212 114.377 121.927 115.248 110.753 106.465 102.805 214.77 102.649 124.331 100.571 94.627
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.913081271118635 1.0000000180025095e-35 11.500000000000002 19.500000000000004 6.5000000000000009 39.500000000000007 1.5000000000000002 4.5000000000000009 0.69652702320203608 3.5000000000000004 9.5000000000000018 20.500000000000004 8.5000000000000018 0.063865034115743999 3.4906271729016454 3.5000000000000004 19.913081271118635 4.5000000000000009 1.0000000180025095e-35 0.063865034115743999 3.7087252944443323 3.8554904666098158 22.500000000000004 4.5000000000000009
decision_type=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 2 2
left_child=2 5 7 4 -4 6 15 8 10 -7 -1 -10 14 19 24 -2 17 18 -12 -14 21 -21 -11 -23 -9 -26 -22 -28 -16 -6
right_child=1 -3 3 -5 29 9 -8 12 11 22 16 -13 13 -15 28 -17 -18 -19 -20 20 26 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0051501503942029464 0.0080672904974036907 0 -0.012206428148063254 0.0038580385572231537 0.010263572669143885 0.0080672904974036907 0.0080672904974036907 0.0018060976739038281 -0.0021487717911433005 0.0080672904974036907 -0.0082883386617046643 -0.0080856364157916982 0.04699687327226592 -0.00098815023754426088 1.5390305967599716e-05 0.0080672904974036907 -0.0011816209309614579 0.012205641655135669 0.011493418564520042 0.00065290961838040398 0.017653442395912402 0.0019620657845261348 0.0080672904974036907 0.011823392451982606 -0.19070922648113606 -0.0015735111217204168 -0.011401506105254811 0.0099216136203143183 -0.0040025494495331774 0.010263572669143885
leaf_weight=116747 1263 41527 5016 11307 17862 164761 9679 124409 551476 8561 37580 270343 38658 838176 5758776 1255 116547 121324 23035 1227031 39328 77329 33266 52885 30379 448091 23506 439684 269691 7366
leaf_count=116747 1263 41527 5016 11307 17862 164761 9679 124409 551476 8561 37580 270343 38658 838176 5758776 1255 116547 121324 23035 1227031 39328 77329 33266 52885 30379 448091 23506 439684 269691 7366
internal_value=0 0.0779292 -8.81037e-06 0.0242281 0.0326676 0.0929995 0.0708289 -0.000103772 -0.00133899 0.0943085 0.000517059 -0.00227678 5.93407e-05 0.000743442 -0.000222971 0.0444003 0.00193443 0.00351821 -0.000965108 0.00133158 0.00121967 0.000726987 0.0879265 0.00355569 -0.00164859 -0.00231446 0.00255036 0.0021339 -8.04019e-05 0.0393769
internal_weight=0 260312 1.06465e+07 41551 30244 218785 12197 1.0605e+07 1.23705e+06 206588 415233 821819 9.36794e+06 2.7366e+06 6.63135e+06 2518 298486 181939 60615 1.89842e+06 1.85976e+06 1.35724e+06 41827 130214 602879 478470 502518 463190 6.02847e+06 25228
internal_count=10906858 260312 10646546 41551 30244 218785 12197 10604995 1237052 206588 415233 821819 9367943 2736597 6631346 2518 298486 181939 60615 1898421 1859763 1357245 41827 130214 602879 478470 502518 463190 6028467 25228
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 4 4 4 2 4 4 4 4 2 1 2 1 4 2 2 4 4 4 4 4 4 4
split_gain=154313 31147.8 2448.6 791.617 684.718 634.924 221.629 213.611 183.294 146.28 204.951 195.637 300.303 215.54 175.053 258.422 222.419 196.288 315.61 157.419 144.103 180.396 208.25 152.248 547.612 310.004 293.705 238.57 141.859 196.519
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.913081271118635 19.500000000000004 0.69652702320203608 1.0000000180025095e-35 0.36974713994338892 7.5000000000000009 0.45059434080261701 0.53377472230590461 0.57677878104017288 0.50858983957727955 19.500000000000004 4.5000000000000009 11.500000000000002 3.5000000000000004 14.474496692018944 5.5000000000000009 18.500000000000004 9.9715911407626923 9.4770567817028475 11.083327231127907 11.706087530795603 12.488862463994478 0.21462207961866353 0.063865034115743999
decision_type=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 2 2
left_child=2 5 8 4 -4 6 -2 -7 9 -1 28 12 -12 -14 15 -13 17 -17 -19 -18 23 -22 -23 24 -10 -25 -27 -28 29 -11
right_child=1 -3 3 -5 -6 7 -8 -9 20 10 11 14 13 -15 -16 16 19 18 -20 -21 21 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.0016298905212217109 0.0072605614476636054 0 -0.010985785333257071 0.0034722347015005541 0.0092372154022292829 0.0072605614476636054 0.0072605614476636054 0.0072605614476636054 -4.5616325879294097e-06 -0.12345515184952403 0.0019318217633395474 -0.00080761245424945118 -0.010297813045106442 -0.0034530565303641405 -0.0021670208415015325 0.0066201314593758555 -0.01580523409748107 -0.016562827588009376 0.0091564422550010072 0.010032441606636234 -0.039765831630477068 0.11208744778274067 -0.0029011779849980714 -0.037609936749358044 0.058989912214286205 0.036633270340774619 -0.043319195195172716 0.006162674034882798 -0.0032521911954416006 0.003176536493319615
leaf_weight=189593 2518 41527 5016 11307 25228 164761 9679 41827 9200178 44028 14088 138474 20562 58962 253040 64766 11407 5264 15639 10517 15486 39966 26315 122440 81899 41502 40862 87198 82488 40321
leaf_count=189593 2518 41527 5016 11307 25228 164761 9679 41827 9200178 44028 14088 138474 20562 58962 253040 64766 11407 5264 15639 10517 15486 39966 26315 122440 81899 41502 40862 87198 82488 40321
internal_value=0 0.0779292 -1.87854e-08 0.0242281 0.0326676 0.0929995 0.0708289 0.0943085 -9.49458e-05 -0.00142096 -0.00204119 -0.00116969 -0.0053647 -0.0077486 -0.000382884 0.00151625 0.00519272 0.00749279 -0.00093288 -0.00379493 3.53982e-05 0.00421564 0.00648602 -3.02901e-07 7.0426e-05 -0.00224861 0.000520164 -0.00184913 -0.00513735 -0.00225373
internal_weight=0 260312 1.06465e+07 41551 30244 218785 12197 206588 1.0605e+07 949149 759556 592719 93612 79524 499107 246067 107593 85669 20903 21924 9.65585e+06 81767 66281 9.57408e+06 9.28208e+06 292002 169562 128060 166837 84349
internal_count=10906858 260312 10646546 41551 30244 218785 12197 206588 10604995 949149 759556 592719 93612 79524 499107 246067 107593 85669 20903 21924 9655846 81767 66281 9574079 9282077 292002 169562 128060 166837 84349
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 4 2 3 1 1 2 4 2 1 1 2 1 1 2 2 2 2 3 4 4 4 2
split_gain=154277 31147.8 2446.76 791.617 684.718 634.924 221.629 213.611 162.698 143.453 598.748 440.576 422.841 1114.17 393.962 375.388 338.725 222.929 215.213 449.247 307.478 382.063 278.449 411.877 443.155 245.619 226.888 219.603 210.244 206.027
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.913081271118635 19.500000000000004 1.5116925529967513 17.500000000000004 29.500000000000004 2.5000000000000004 3.5000000000000004 5.5000000000000009 8.4837949883038259 1.5000000000000002 5.5000000000000009 4.5000000000000009 13.500000000000002 5.5000000000000009 4.5000000000000009 12.500000000000002 12.500000000000002 5.5000000000000009 9.5000000000000018 35.500000000000007 4.0625888652848916 7.08528122962674 6.1558307448191645 20.500000000000004
decision_type=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 2 2
left_child=2 5 8 4 -4 6 -2 -7 -1 12 29 -12 13 -10 -15 -14 17 -13 20 27 21 -17 23 28 26 -26 -25 -20 -22 -11
right_child=1 -3 3 -5 -6 7 -8 -9 9 10 11 16 15 14 -16 18 -18 -19 19 -21 22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00064704984015797609 0.0065345053028970316 0 -0.0098872067999316478 0.0031250112313507827 0.0083134938620062823 0.0065345053028970316 0.0065345053028970316 0.0065345053028970316 -0.010045398637418402 0.006179812853284972 -0.010266525467880962 -0.0015973296115019409 0.0066059497112926028 0.0051004537905438244 0.051477198654445999 0.0035276713724202938 -0.010469655252310694 0.0094993388499450063 -0.0051245666540207686 0.012751630804246262 0.0029096192759141106 -0.023208302371610937 0.0041850738848995487 -0.012233607792599521 -0.012983650125449487 0.00062009606951729523 -0.057823478929054775 0.033805953850349367 -0.021326405475535638 -0.0004494201729963621
leaf_weight=3914259 2518 41527 5016 11307 25228 164761 9679 41827 261952 611903 455658 396939 338530 1696060 175152 420332 134405 172160 374744 217751 166681 51696 103348 98076 159323 120326 53176 42990 59439 580095
leaf_count=3914259 2518 41527 5016 11307 25228 164761 9679 41827 261952 611903 455658 396939 338530 1696060 175152 420332 134405 172160 374744 217751 166681 51696 103348 98076 159323 120326 53176 42990 59439 580095
internal_value=0 0.0779292 9.09215e-06 0.0242281 0.0326676 0.0929995 0.0708289 0.0943085 -8.57992e-05 0.000213788 -0.000415284 -0.00203354 0.000554616 0.00155853 0.00241362 -0.000415969 -0.000464532 0.000601829 -0.00097126 0.000523537 -0.00174205 0.000262696 -0.00298658 -0.00374554 -0.00555928 -0.0032008 -0.00991987 -0.0013961 -0.000289227 0.00115839
internal_weight=0 260312 1.06465e+07 41551 30244 218785 12197 206588 1.0605e+07 6.69074e+06 2.35116e+06 1.15916e+06 4.33958e+06 2.13316e+06 1.87121e+06 2.20641e+06 703504 569099 1.86788e+06 635485 1.2324e+06 472028 760369 657021 430901 279649 151252 417734 226120 1.192e+06
internal_count=10906858 260312 10646546 41551 30244 218785 12197 206588 10604995 6690736 2351160 1159162 4339576 2133164 1871212 2206412 703504 569099 1867882 635485 1232397 472028 760369 657021 430901 279649 151252 417734 226120 1191998
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 1 2 2 2 3 2 1 2 1 3 1 2 2 1 2 2 4 0 4 3 4 4
split_gain=154234 31147.8 2444.57 791.617 684.718 634.924 221.629 213.611 172.593 168.999 148.18 280.01 318.21 571.321 634.422 425.658 277.008 263.876 297.996 759.791 424.908 410.475 495.263 451.455 314.794 270.74 254.99 253.55 253.317 232.447
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.913081271118635 19.500000000000004 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 8.5000000000000018 35.500000000000007 6.5000000000000009 4.5000000000000009 4.5000000000000009 3.5000000000000004 43.500000000000007 3.5000000000000004 19.500000000000004 13.500000000000002 4.5000000000000009 11.500000000000002 12.500000000000002 0.41269033324789184 1.5000000000000002 1.0000000180025095e-35 11.500000000000002 7.4869049087064621 2.4011943484643257
decision_type=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 2 2
left_child=2 5 8 4 -4 6 -2 -7 9 -1 -10 12 15 -14 29 16 28 18 19 24 21 23 -23 -20 26 -26 -13 -17 -12 -15
right_child=1 -3 3 -5 -6 7 -8 -9 10 -11 11 17 13 14 -16 27 -18 -19 20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001139294302378513 0.0058810547726075415 0 -0.0088984861199385545 0.0028125101082153493 0.0074821444758057971 0.0058810547726075415 0.0058810547726075415 0.0058810547726075415 0.0034739286413484117 -0.0034464256455588151 -0.004639256175032358 0.048517759722152935 -0.0032079826374570965 0.0056423031685499227 -0.0092561795942561528 -0.013487954146111659 0.0018365162768295474 -0.0012613634005667507 0.0068737532842250816 -0.0023487425686258947 0.001295661410777349 -0.011615142511979393 -0.00097143549747418238 -0.014565668445654901 0.0039119239584712419 0.011123407092051174 -0.0028622670918816875 -0.0043555266263397563 -0.076336884749648712 0.03548092876332589
leaf_weight=415233 2518 41527 5016 11307 25228 164761 9679 41827 359796 821819 78456 33120 417008 180126 52365 172606 396539 1939961 238703 735207 1918510 262991 242829 63009 1271462 467695 36288 392405 13694 95173
leaf_count=415233 2518 41527 5016 11307 25228 164761 9679 41827 359796 821819 78456 33120 417008 180126 52365 172606 396539 1939961 238703 735207 1918510 262991 242829 63009 1271462 467695 36288 392405 13694 95173
internal_value=0 0.0779292 1.99313e-05 0.0242281 0.0326676 0.0929995 0.0708289 0.0943085 -7.49175e-05 -0.00118508 7.16806e-05 -7.80405e-06 -0.00112413 0.000458188 0.00358294 -0.00224238 -8.12378e-05 0.000270646 0.000637708 0.00141616 -8.87e-05 -0.00201305 -0.0037543 0.000906162 0.00251807 0.00278164 -0.00408598 -0.0041116 -0.00502008 0.00550202
internal_weight=0 260312 1.06465e+07 41551 30244 218785 12197 206588 1.0605e+07 1.23705e+06 9.36794e+06 9.00815e+06 1.79837e+06 744672 327664 1.0537e+06 488689 7.20978e+06 5.26981e+06 2.54377e+06 2.72604e+06 807532 505820 301712 1.80856e+06 1.73916e+06 69408 565011 92150 275299
internal_count=10906858 260312 10646546 41551 30244 218785 12197 206588 10604995 1237052 9367943 9008147 1798372 744672 327664 1053700 488689 7209775 5269814 2543772 2726042 807532 505820 301712 1808565 1739157 69408 565011 92150 275299
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 1 4 4 4 4 4 4 4 4 1 2 2 2 2 2 2 2 1 1 1 4 2
split_gain=154147 31147.8 2440.1 791.617 684.718 634.924 221.629 213.611 136.526 138.461 535.943 660.332 431.07 458.232 326.889 593.267 260.404 227.803 226.946 359.656 328.445 231.307 201.413 201.289 345.206 274.822 221.343 209.969 177.44 151.18
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.913081271118635 19.500000000000004 1.0000000180025095e-35 3.4906271729016454 3.3324412719549321 3.21993442944783 3.7087252944443323 3.8554904666098158 4.0625888652848916 4.1714407397271538 3.6171608750263942 4.5000000000000009 1.0000000180025095e-35 12.500000000000002 4.5000000000000009 20.500000000000004 9.5000000000000018 17.500000000000004 6.5000000000000009 3.5000000000000004 2.5000000000000004 3.5000000000000004 3.9555083501796484 4.5000000000000009
decision_type=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 2 2
left_child=2 5 8 4 -4 6 -2 -7 -1 10 11 -10 16 -14 28 -16 -11 23 -19 20 -20 -21 -22 24 25 -17 -25 -26 -15 -27
right_child=1 -3 3 -5 -6 7 -8 -9 9 12 -12 -13 13 14 15 17 -18 18 19 21 22 -23 -24 26 27 29 -28 -29 -30 -31
leaf_value=-0.001960212790307381 0.0052929492953467166 0 -0.0080086375079446281 0.0025312590973939567 0.0067339300282249328 0.0052929492953467166 0.0052929492953467166 0.0052929492953467166 -0.00020774656518858238 0.0053285532514744105 -0.01466607559393669 0.017854313809332469 -0.015131100944095267 0.0055695680396208765 -0.031421367057453152 -0.014417716861750307 0.023180134815703114 0.024049860283527735 -0.0024090718430546335 0.011785678479510864 -0.045121689413441503 -0.0092139551909525604 -0.015568900150720211 -0.0080963685464503499 0.026728657238252754 0.0196966183882374 0.0073718094540886625 0.004922634374682211 0.028056111942813367 -0.023291186090994745
leaf_weight=1237052 2518 41527 5016 11307 25228 164761 9679 41827 6715210 112554 151889 115687 114239 73588 72039 118970 76612 48179 136088 228544 61540 101349 73054 216994 367968 80582 253282 156942 74551 18082
leaf_count=1237052 2518 41527 5016 11307 25228 164761 9679 41827 6715210 112554 151889 115687 114239 73588 72039 118970 76612 48179 136088 228544 61540 101349 73054 216994 367968 80582 253282 156942 74551 18082
internal_value=0 0.0779292 4.20794e-05 0.0242281 0.0326676 0.0929995 0.0708289 0.0943085 -5.26827e-05 7.77012e-05 -0.00014699 -1.63522e-05 0.000735507 0.000340939 0.000679332 0.000332486 0.00531597 0.000677061 -0.000835448 -0.00136519 -0.00406676 0.000851488 -0.00756943 0.00148612 0.00251137 -0.000837185 -0.000132688 0.00389972 0.0052066 0.00306495
internal_weight=0 260312 1.06465e+07 41551 30244 218785 12197 206588 1.0605e+07 9.36794e+06 6.98279e+06 6.8309e+06 2.38516e+06 2.19599e+06 2.08175e+06 1.93361e+06 189166 1.86157e+06 648754 600575 270682 329893 134594 1.21282e+06 742544 217634 470276 524910 148139 98664
internal_count=10906858 260312 10646546 41551 30244 218785 12197 206588 10604995 9367943 6982786 6830897 2385157 2195991 2081752 1933613 189166 1861574 648754 600575 270682 329893 134594 1212820 742544 217634 470276 524910 148139 98664
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 0 0 4 1 4 4 1 4 0 0 4 4 2 2 0 4 4 2 4 4 4 4
split_gain=154157 31147.8 2440.62 791.617 684.718 634.924 221.629 213.611 132.111 198.542 133.196 126.531 121.214 110.753 94.627 88.4097 88.1622 87.7396 86.8685 83.8943 79.7525 157.46 105.447 86.495 82.4624 79.5482 77.5432 131.818 219.24 215.731
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.913081271118635 19.500000000000004 1.5000000000000002 4.5000000000000009 0.063865034115743999 3.5000000000000004 0.69652702320203608 19.913081271118635 4.5000000000000009 7.08528122962674 1.5000000000000002 4.5000000000000009 0.30730898849689098 1.0000000180025095e-35 4.5000000000000009 6.5000000000000009 2.5000000000000004 1.2292567210303786 4.6226305235008391 1.5000000000000002 15.802884990757821 9.9715911407626923 9.7240392744153983 11.083327231127907
decision_type=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 2 2
left_child=2 5 8 4 -4 6 11 -7 12 10 19 -2 -1 -9 -6 20 -3 -18 -11 -10 22 23 24 -22 -12 -13 27 28 -14 -29
right_child=1 16 3 -5 14 7 -8 13 9 18 15 25 26 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
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leaf_weight=689645 1263 32594 5016 11307 17862 164761 9679 8561 37015 20643 133054 827 6545251 33266 7366 183498 8058 875 925179 6739 9706 1637197 74475 27140 27468 428 28924 84103 27553 147405
leaf_count=689645 1263 32594 5016 11307 17862 164761 9679 8561 37015 20643 133054 827 6545251 33266 7366 183498 8058 875 925179 6739 9706 1637197 74475 27140 27468 428 28924 84103 27553 147405
internal_value=0 0.0779292 3.95058e-05 0.0242281 0.0326676 0.0929995 0.0708289 0.0943085 -5.52664e-05 0.000496153 0.0010302 0.0444003 -0.000281182 0.0879265 0.0393769 0.000916017 -0.00146892 0.00733236 -0.00071007 0.00649084 0.000714495 0.00047233 0.00243961 -0.00599251 0.000996748 0.0219124 -0.000153661 -0.000175624 -9.30197e-05 -0.00252086
internal_weight=0 260312 1.06465e+07 41551 30244 218785 12197 206588 1.0605e+07 3.08211e+06 2.13629e+06 2518 7.52288e+06 41827 25228 2.09254e+06 41527 8933 945822 43754 1.90904e+06 1.67404e+06 234997 36846 160522 1255 6.83324e+06 6.80431e+06 6.5728e+06 231508
internal_count=10906858 260312 10646546 41551 30244 218785 12197 206588 10604995 3082114 2136292 2518 7522881 41827 25228 2092538 41527 8933 945822 43754 1909040 1674043 234997 36846 160522 1255 6833236 6804312 6572804 231508
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 1 0 0 4 4 4 4 4 1 2 4 2 1 2 2 4 4 1 0 1 2 2
split_gain=155220 30016.5 2438.97 791.617 684.718 634.924 221.629 213.611 126.531 114.97 148.966 116.774 110.753 105.252 210.514 255.47 269.64 317.203 236.808 140.508 216.415 174.667 107.587 97.9169 219.212 138.042 109.723 94.627 91.4356 88.5245
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.913081271118635 19.500000000000004 3.5000000000000004 1.5000000000000002 4.5000000000000009 0.063865034115743999 19.913081271118635 0.50858983957727955 0.45059434080261701 0.36974713994338892 4.5000000000000009 18.500000000000004 1.0000000180025095e-35 19.500000000000004 4.5000000000000009 7.5000000000000009 15.500000000000002 0.063865034115743999 0.21462207961866353 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 15.500000000000002 22.500000000000004
decision_type=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 2 2
left_child=2 5 9 4 -4 6 8 -7 -2 13 11 -11 -9 14 15 18 17 -17 -1 20 21 -16 -23 26 -25 -26 -20 -6 -27 -15
right_child=1 -3 3 -5 27 7 -8 12 -10 10 -12 -13 -14 29 19 16 -18 -19 23 -21 -22 22 -24 24 25 28 -28 -29 -30 -31
leaf_value=0.00068235297365628613 0.0042872889292311809 0.0050000000000000712 -0.0064869963814352619 0.002050319868889261 0.0054544833228618479 0.0042872889292311809 0.0042872889292311809 0.0042872889292311809 0.0042872889292311809 0.033506141087197606 -0.001103743690788761 0.0015304133348626793 0.0042872889292311809 -0.00017833121922254948 -0.0078606312829839989 -0.0012873119187066353 0.0035088451070471208 0.0026281547852666787 0.64374324453563592 -0.011115152130228446 -0.012677050822545777 0.0073386701423446615 -0.016744948675798368 0.00339023349830927 -0.0024122310685405603 -0.032433666063812795 -0.16059489565721474 0.0054544833228618479 0.0016702066431753427 -0.0036021043472473481
leaf_weight=141472 1263 41527 5016 11307 17862 164761 9679 8561 1255 43754 945822 2092538 33266 6833537 5876 33524 15653 9838 240 9812 13142 20794 10179 29629 31212 17133 34612 7366 10586 305642
leaf_count=141472 1263 41527 5016 11307 17862 164761 9679 8561 1255 43754 945822 2092538 33266 6833537 5876 33524 15653 9838 240 9812 13142 20794 10179 29629 31212 17133 34612 7366 10586 305642
internal_value=0 0.0782054 4.76774e-05 0.0242281 0.0326676 0.0929995 0.0708289 0.0943085 0.0444003 -4.70627e-05 0.000467342 0.000929929 0.0879265 -0.000257813 -0.00187124 -0.000864776 0.00508515 0.00102394 -0.00219039 -0.00732238 -0.00517493 -0.00124562 0.00175314 -0.0053917 -0.00362466 -0.00715243 -0.00988179 0.0393769 -0.00201667 -0.000171098
internal_weight=0 260312 1.06465e+07 41551 30244 218785 12197 206588 2518 1.0605e+07 3.08211e+06 2.13629e+06 41827 7.52288e+06 383702 323899 59015 43362 264884 59803 49991 36849 30973 123412 88560 58931 34852 25228 27719 7.13918e+06
internal_count=10906858 260312 10646546 41551 30244 218785 12197 206588 2518 10604995 3082114 2136292 41827 7522881 383702 323899 59015 43362 264884 59803 49991 36849 30973 123412 88560 58931 34852 25228 27719 7139179
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 1 4 2 2 1 2 3 2 4 4 2 2 1 2 2 2 4 4 4 2 1 1
split_gain=155143 30016.5 2435.05 791.617 684.718 634.924 221.629 213.611 126.531 110.753 106.307 158.525 247.811 348.834 191.939 174.22 342.415 300.696 355.279 162.604 160.503 421.587 619.155 226.794 157.104 173.541 161.881 132.523 1231.73 590.993
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.913081271118635 19.500000000000004 3.5000000000000004 19.913081271118635 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 5.5000000000000009 32.500000000000007 4.5000000000000009 6.9041015180909131 7.4869049087064621 3.5000000000000004 4.5000000000000009 5.5000000000000009 10.500000000000002 18.500000000000004 12.500000000000002 3.3324412719549321 13.510221848315824 0.64910147511828375 12.500000000000002 4.5000000000000009 4.5000000000000009
decision_type=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 2 2
left_child=2 5 10 4 -4 6 8 -7 -2 -9 -1 12 13 15 -15 17 -17 -12 -19 -14 27 -22 23 -23 26 -26 -16 28 -13 -29
right_child=1 -3 3 -5 -6 7 -8 9 -10 -11 11 20 19 14 24 16 -18 18 -20 -21 21 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0028001421658627734 0.0038585600363077789 0.0044999999999999927 -0.0058382967432919486 0.0018452878819999797 0.0049090349905753783 0.0038585600363077789 0.0038585600363077789 0.0038585600363077789 0.0038585600363077789 0.0038585600363077789 -0.0042993253170283911 0.003895184657664608 0.0009295646414467563 -0.0054255138826726952 -0.020265613094566606 -0.019660717646436867 0.053178820870255099 -0.086558474121046211 0.04361695167773974 -0.0061327353051809476 -0.0083267718325711112 -0.0040103143858576827 -0.0068164429480799711 0.0042304821061840414 -0.014643093851698553 0.4347298564681758 0.0075289999247491581 -0.00102667230290443 -0.0080912340608469083 0.0042124023361752808
leaf_weight=386824 1263 41527 5016 11307 25228 164761 9679 8561 1255 33266 159126 2184730 619620 61485 5969 44899 8616 22524 6728 120787 159822 161966 320851 517778 23238 926 58693 4478730 334329 927354
leaf_count=386824 1263 41527 5016 11307 25228 164761 9679 8561 1255 33266 159126 2184730 619620 61485 5969 44899 8616 22524 6728 120787 159822 161966 320851 517778 23238 926 58693 4478730 334329 927354
internal_value=0 0.0782054 6.71016e-05 0.0242281 0.0326676 0.0929995 0.0708289 0.0943085 0.0444003 0.0879265 -2.75625e-05 -8.91647e-05 -0.00120474 -0.00323709 0.000546201 -0.00558801 -0.0106232 -0.0041576 -0.013476 -0.000128173 4.99034e-05 -0.0010485 -0.000286729 0.0014223 0.00351924 -0.00336037 0.00609013 0.000210734 0.000809787 -6.84044e-05
internal_weight=0 260312 1.06465e+07 41551 30244 218785 12197 206588 2518 41827 1.0605e+07 1.02182e+07 1.13261e+06 392204 150311 241893 53515 188378 29252 740407 9.08556e+06 1.16042e+06 1.0006e+06 679744 88826 24164 64662 7.92514e+06 2.51906e+06 5.40608e+06
internal_count=10906858 260312 10646546 41551 30244 218785 12197 206588 2518 41827 10604995 10218171 1132611 392204 150311 241893 53515 188378 29252 740407 9085560 1160417 1000595 679744 88826 24164 64662 7925143 2519059 5406084
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 1 4 4 2 2 4 4 4 4 4 4 1 2 2 2 2 4 2 2 1 2 2
split_gain=155147 30016.5 2435.28 791.617 684.718 634.924 221.629 213.611 126.531 110.753 105.698 130.148 161.706 128.881 385.296 209.386 219.138 190.455 130.703 152.175 143.264 136.315 130.477 142.442 106.538 103.447 170.1 94.7244 114.34 135.171
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.913081271118635 19.500000000000004 3.5000000000000004 19.913081271118635 14.474496692018944 5.5000000000000009 19.500000000000004 9.9715911407626923 9.4770567817028475 11.083327231127907 11.706087530795603 12.488862463994478 13.510221848315824 4.5000000000000009 19.500000000000004 5.5000000000000009 3.5000000000000004 15.500000000000002 15.802884990757821 17.500000000000004 3.5000000000000004 1.0000000180025095e-35 9.5000000000000018 6.5000000000000009
decision_type=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 2 2
left_child=2 5 10 4 -4 6 8 -7 -2 -9 13 -12 24 14 27 25 -17 -18 -19 20 21 -20 -16 -24 -13 26 -15 28 29 -1
right_child=1 -3 3 -5 -6 7 -8 9 -10 -11 11 12 -14 15 22 16 17 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0036020844599839565 0.0034727040326771432 0.0040499999999999764 -0.0052544670689627544 0.0016607590938001239 0.0044181314915178408 0.0034727040326771432 0.0034727040326771432 0.0034727040326771432 0.0034727040326771432 0.0034727040326771432 -0.035540605512694161 0.035948361212804515 -0.0097384811615654609 -0.061284391096059924 -0.018761548401249686 0.033507396771687681 -0.039021595329341352 0.03138647860270645 -0.072983819898901459 -0.084576533573525847 -0.06379814317739517 0.068767736984559499 0.093948767601013838 0.01895513464247749 0.15104721506782826 -0.048166894011875884 -0.0049673261652358747 9.45031958473841e-05 -0.0025744348270462683 0.0051289228680875716
leaf_weight=106966 1263 41527 5016 11307 25228 164761 9679 8561 1255 33266 15486 21088 22075 15885 9227 41502 40862 44608 4286 11129 8333 18842 40942 31730 23118 38377 68178 8972389 895723 174249
leaf_count=106966 1263 41527 5016 11307 25228 164761 9679 8561 1255 33266 15486 21088 22075 15885 9227 41502 40862 44608 4286 11129 8333 18842 40942 31730 23118 38377 68178 8972389 895723 174249
internal_value=0 0.0782054 6.59557e-05 0.0242281 0.0326676 0.0929995 0.0708289 0.0943085 0.0444003 0.0879265 -2.87129e-05 0.00355278 0.00548121 -5.65416e-05 2.58034e-06 -0.00212807 0.000147439 -0.00189911 0.000740843 -0.00322141 0.000333747 0.0043843 0.00683403 0.00825627 0.00897163 -0.00527932 -0.00331537 -5.25454e-05 -0.000896054 0.000863041
internal_weight=0 260312 1.06465e+07 41551 30244 218785 12197 206588 2518 41827 1.0605e+07 81767 66281 1.05232e+07 1.02312e+07 292002 169562 128060 87198 42590 31461 23128 81899 72672 44206 122440 84063 1.01493e+07 1.17694e+06 281215
internal_count=10906858 260312 10646546 41551 30244 218785 12197 206588 2518 41827 10604995 81767 66281 10523228 10231226 292002 169562 128060 87198 42590 31461 23128 81899 72672 44206 122440 84063 10149327 1176938 281215
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 1 4 1 3 2 2 2 1 1 2 2 3 2 2 2 2 4 4 3 2 1 1
split_gain=155159 30019.6 2436.02 791.617 684.718 634.924 221.629 213.611 126.531 110.753 94.627 93.7904 406.707 358.792 478.839 342.559 311.881 228.734 437.886 269.551 409.251 218.648 208.37 207.5 198.809 163.565 156.112 171.536 315.234 232.184
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.913081271118635 19.500000000000004 3.5000000000000004 19.913081271118635 4.5000000000000009 44.500000000000007 14.500000000000002 5.5000000000000009 7.5000000000000009 4.5000000000000009 2.5000000000000004 8.5000000000000018 1.5000000000000002 13.500000000000002 6.5000000000000009 4.5000000000000009 6.5000000000000009 7.5000000000000009 2.8790657406248781 1.5636041746970781 12.500000000000002 17.500000000000004 3.5000000000000004 2.5000000000000004
decision_type=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 2 2
left_child=2 5 11 4 -4 6 8 -7 -2 -9 -6 17 13 21 15 22 -14 18 -1 20 -20 -13 -15 -22 -24 -19 -27 28 -28 -29
right_child=1 -3 3 -5 10 7 -8 9 -10 -11 -12 12 16 14 -16 -17 -18 25 19 -21 23 -23 24 -25 -26 26 27 29 -30 -31
leaf_value=0.002783223124683687 0.0031254336294097131 0.0036450000000000319 -0.0047290203620661943 0.0014946831844198983 0.0039763183423659147 0.0031254336294097131 0.0031254336294097131 0.0031254336294097131 0.0031254336294097131 0.0031254336294097131 0.0039763183423659147 -0.0025899175417249069 -0.0070362071386811838 0.0037635148549604483 0.0010127096061245844 -0.0094729151073233101 -0.0010834036383481128 -0.00024288312489515463 -0.0014195050312622471 -0.0015324488468276165 -0.020089503147508125 -0.016190905543185342 0.012457753249800075 -0.0086706811681230185 0.067762426936729805 0.0049330283505161889 0.0080824198293209196 -0.0048469906549931004 -0.00089325169616465421 0.0017515183756255936
leaf_weight=528884 1263 41527 5016 11307 17862 164761 9679 8561 1255 33266 7366 264275 499955 67490 906357 21636 784819 2428287 191999 879100 74322 32642 72823 107544 27062 1074572 737695 486497 685105 733931
leaf_count=528884 1263 41527 5016 11307 17862 164761 9679 8561 1255 33266 7366 264275 499955 67490 906357 21636 784819 2428287 191999 879100 74322 32642 72823 107544 27062 1074572 737695 486497 685105 733931
internal_value=0 0.0782046 6.23113e-05 0.0242281 0.0326676 0.0929995 0.0708289 0.0943085 0.0444003 0.0879265 0.0393769 -3.23715e-05 -0.000544142 0.000639883 0.00147567 0.00605414 -0.00182725 0.00014044 -0.000857143 -0.00187563 -0.00412475 -0.00244344 0.00758476 -0.00752422 0.0104851 0.000429655 0.000846576 0.000433409 0.00117951 -0.000436404
internal_weight=0 260312 1.06465e+07 41551 30244 218785 12197 206588 2518 41827 25228 1.0605e+07 2.67706e+06 1.39228e+06 1.09537e+06 189011 1.28477e+06 7.92794e+06 1.78185e+06 1.25296e+06 373865 296917 167375 181866 99885 6.14609e+06 3.7178e+06 2.64323e+06 1.4228e+06 1.22043e+06
internal_count=10906858 260312 10646546 41551 30244 218785 12197 206588 2518 41827 25228 10604995 2677059 1392285 1095368 189011 1284774 7927936 1781849 1252965 373865 296917 167375 181866 99885 6146087 3717800 2643228 1422800 1220428
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 1 4 1 0 0 4 2 4 4 4 4 4 0 1 2 2 1 1 2 2 3 4
split_gain=155137 30019.6 2434.94 791.617 684.718 634.924 221.629 213.611 126.531 110.753 94.627 84.1579 131.792 117.167 79.5482 76.2191 90.2368 127.142 77.8751 83.4342 76.8966 100.746 74.5438 74.0638 151.159 82.2767 249.951 139.338 77.7499 73.6856
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.913081271118635 19.500000000000004 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 4.5000000000000009 0.063865034115743999 1.5000000000000002 3.4906271729016454 3.3324412719549321 3.21993442944783 3.7087252944443323 3.8554904666098158 3.5000000000000004 4.5000000000000009 1.5000000000000002 6.5000000000000009 4.5000000000000009 3.5000000000000004 15.500000000000002 14.500000000000002 22.500000000000004 0.84238514565657285
decision_type=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 2 2
left_child=2 5 11 4 -4 6 8 -7 -2 -9 -6 29 13 -13 -10 16 17 20 -17 -20 -15 -22 -8 24 -14 26 -25 -27 -28 -1
right_child=1 -3 3 -5 10 7 22 9 14 -11 -12 12 23 15 -16 18 -18 -19 19 -21 21 -23 -24 25 -26 27 28 -29 -30 -31
leaf_value=-0.00092223270468592142 0.0028128902664690258 0.0032804999999999753 -0.0042561183258598588 0.0013452148659780505 0.0035786865081291809 0.0028128902664690258 0.0028128902664690258 0.0028128902664690258 0.0028128902664690258 0.0028128902664690258 0.0035786865081291809 0.031021705088436314 -0.01043924174040143 0.0002091556878748513 -0.31218710973353159 0.013859312059464557 -0.011803065232083122 0.020766616327579437 -0.0093517527282990908 0.0064840428918634179 0.00097235340452721535 0.010171523774483937 0.0028128902664690258 0.0063223457221528896 0.0015941338054743959 -0.0067894403740258909 0.0010328096680391142 0.00062172022220039489 -0.0065263111953972166 -0.00019550019903160634
leaf_weight=1027775 1263 41527 5016 11307 17862 164761 7373 8561 827 33266 7366 43754 72402 1327642 428 43862 34879 26406 26155 493269 89735 50590 2306 231522 62140 155845 85290 206479 132144 6495106
leaf_count=1027775 1263 41527 5016 11307 17862 164761 7373 8561 827 33266 7366 43754 72402 1327642 428 43862 34879 26406 26155 493269 89735 50590 2306 231522 62140 155845 85290 206479 132144 6495106
internal_value=0 0.0782046 6.76464e-05 0.0242281 0.0326676 0.0929995 0.0708289 0.0943085 0.0444003 0.0879265 0.0393769 -2.70156e-05 0.000413093 0.000848199 0.0219124 0.00074111 0.000374824 0.00049218 0.00173553 0.00139385 0.000368469 0.00259469 0.0777043 -0.000569663 -0.00274264 -0.000209299 0.000695391 -0.0013303 -0.00173938 -0.000207327
internal_weight=0 260312 1.06465e+07 41551 30244 218785 12197 206588 2518 41827 25228 1.0605e+07 3.08211e+06 2.13629e+06 1255 2.09254e+06 1.52925e+06 1.49437e+06 563286 519424 1.46797e+06 140325 9679 945822 134542 811280 448956 362324 217434 7.52288e+06
internal_count=10906858 260312 10646546 41551 30244 218785 12197 206588 2518 41827 25228 10604995 3082114 2136292 1255 2092538 1529252 1494373 563286 519424 1467967 140325 9679 945822 134542 811280 448956 362324 217434 7522881
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 1 4 1 1 2 2 3 3 2 1 2 2 2 4 3 2 4 2 4 3 2 2
split_gain=155146 30021.4 2434.93 791.617 684.718 632.266 218.468 213.611 123.847 110.753 94.627 83.4742 116.993 154.304 124.04 100.989 94.7932 85.7476 336.802 380.044 302.718 135.76 134.263 134.405 120.464 126.015 250.151 191.33 337.767 224.087
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.913081271118635 19.500000000000004 3.5000000000000004 19.913081271118635 4.5000000000000009 1.0000000180025095e-35 9.5000000000000018 6.5000000000000009 20.500000000000004 46.500000000000007 8.5000000000000018 5.5000000000000009 18.500000000000004 12.500000000000002 5.5000000000000009 8.4837949883038259 28.500000000000004 9.5000000000000018 4.5512344757770959 8.5000000000000018 3.7087252944443323 35.500000000000007 5.5000000000000009 3.5000000000000004
decision_type=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 2 2
left_child=2 5 11 4 -4 6 8 -7 -2 -9 -6 12 13 -1 16 -14 -15 24 19 20 21 -19 -22 -24 25 26 27 -13 29 -29
right_child=1 -3 3 -5 10 7 -8 9 -10 -11 -12 17 15 14 -16 -17 -18 18 -20 -21 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0034631493559196258 0.0025316012398221236 0.0029524499999999069 -0.0038305064932735891 0.0012106933793802456 0.0032208178573164049 0.0025316012398221236 0.0025316012398221236 0.0025316012398221236 0.0025316012398221236 0.0025316012398221236 0.0032208178573164049 -0.0021564912899541436 -0.0016248283371206541 -0.0074920539839143712 0.009592732092913182 -0.0059608978460028439 0.0075433786513821044 0.0021858758791269309 -0.0062955646418870973 0.0037949231739326629 -0.0094212500146955598 -0.031998711958976148 -0.0085315588462496986 0.00030519817470580084 0.0043657056036941816 0.00042299978470174973 -0.014538108638161696 -0.00067527116674632743 0.00452569513649479 -0.010648761197611468
leaf_weight=116747 1263 41527 5016 11307 17862 164761 9679 8561 1255 33266 7366 729716 737445 37580 121324 200921 23035 308358 320851 517778 147551 23841 62942 124335 1344146 5142765 115560 168121 320367 41612
leaf_count=116747 1263 41527 5016 11307 17862 164761 9679 8561 1255 33266 7366 729716 737445 37580 121324 200921 23035 308358 320851 517778 147551 23841 62942 124335 1344146 5142765 115560 168121 320367 41612
internal_value=0 0.0782069 6.77215e-05 0.0242281 0.0326676 0.0930023 0.0708781 0.0943085 0.0446386 0.0879265 0.0393769 -2.69401e-05 -0.000798996 0.000924717 0.00274543 -0.00134766 -0.00094861 7.50111e-05 -0.000616343 0.000161968 -0.00141598 0.00072276 -0.00353794 -0.00176049 0.000207408 2.96557e-05 -0.000820576 -0.000412124 0.00103377 -0.00208599
internal_weight=0 260312 1.06465e+07 41551 30244 218785 12197 206588 2518 41827 25228 1.0605e+07 1.23705e+06 298686 181939 938366 60615 9.36794e+06 1.50566e+06 1.1848e+06 667027 332199 334828 187277 7.86229e+06 6.51814e+06 1.37538e+06 1.25982e+06 530100 209733
internal_count=10906858 260312 10646546 41551 30244 218785 12197 206588 2518 41827 25228 10604995 1237052 298686 181939 938366 60615 9367943 1505656 1184805 667027 332199 334828 187277 7862287 6518141 1375376 1259816 530100 209733
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 1 4 1 2 3 1 1 2 2 4 2 3 3 2 1 2 4 4 4 3 2 0
split_gain=155157 30021.4 2435.5 791.617 684.718 632.266 218.468 213.611 123.847 110.753 94.627 80.7848 119.343 98.6197 94.9841 207.525 422.033 168.064 138.574 126.254 107.354 94.98 198.08 221.014 124.534 280.065 162.377 116.227 102.136 89.1306
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.913081271118635 19.500000000000004 3.5000000000000004 19.913081271118635 4.5000000000000009 1.0000000180025095e-35 24.500000000000004 2.5000000000000004 5.5000000000000009 18.500000000000004 12.500000000000002 6.1558307448191645 5.5000000000000009 28.500000000000004 14.500000000000002 6.5000000000000009 3.5000000000000004 5.5000000000000009 3.3324412719549321 6.9041015180909131 0.66561210068130083 32.500000000000007 4.5000000000000009 1.5000000000000002
decision_type=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 2 2
left_child=2 5 11 4 -4 6 8 -7 -2 -9 -6 12 -1 -14 21 16 17 18 -16 -20 -17 22 23 -13 26 -26 -25 -28 -24 -23
right_child=1 -3 3 -5 10 7 -8 9 -10 -11 -12 14 13 -15 15 20 -18 -19 19 -21 -22 29 28 24 25 -27 27 -29 -30 -31
leaf_value=0.0064163883846791066 0.0022784411158397687 0.0026572049999998627 -0.0034474558439463012 0.0010896240414425052 0.0028987360715845515 0.0022784411158397687 0.0022784411158397687 0.0022784411158397687 0.0022784411158397687 0.0022784411158397687 0.0028987360715845515 -0.0076162950111761775 -0.0073527765411053993 0.0015485244141871136 0.000975834090770622 -7.8795716866508775e-05 0.0034154308565393699 -0.027845472938494355 -0.0073813411171782311 -0.0014845794702667448 -0.0075099430304510053 -0.00010780041018669806 0.0018160066763275751 -0.018985199833371703 -0.022498476223273479 0.050709567926764267 -0.00074634184316888516 0.0066532670788912902 -0.0040443638203075064 0.0013573738218987331
leaf_weight=174352 1263 41527 5016 11307 17862 164761 9679 8561 1255 33266 7366 241893 45799 166673 200787 85838 517778 75172 131886 169528 235013 5666483 390140 10684 29099 13720 38475 58333 94682 2258660
leaf_count=174352 1263 41527 5016 11307 17862 164761 9679 8561 1255 33266 7366 241893 45799 166673 200787 85838 517778 75172 131886 169528 235013 5666483 390140 10684 29099 13720 38475 58333 94682 2258660
internal_value=0 0.0782069 6.48849e-05 0.0242281 0.0326676 0.0930023 0.0708781 0.0943085 0.0446386 0.0879265 0.0393769 -2.97878e-05 0.00138875 -0.00020238 -8.34885e-05 -0.000843643 -0.000188376 -0.00204738 -0.00138729 -0.00274307 -0.00308025 3.87973e-05 -0.000948661 -0.00261956 0.000391854 -0.00416871 0.00220854 0.00349971 0.000403035 0.000148073
internal_weight=0 260312 1.06465e+07 41551 30244 218785 12197 206588 2518 41827 25228 1.0605e+07 386824 212472 1.02182e+07 1.416e+06 1.09515e+06 577373 502201 301414 320851 8.80217e+06 877026 392204 150311 42819 107492 96808 484822 7.92514e+06
internal_count=10906858 260312 10646546 41551 30244 218785 12197 206588 2518 41827 25228 10604995 386824 212472 10218171 1416002 1095151 577373 502201 301414 320851 8802169 877026 392204 150311 42819 107492 96808 484822 7925143
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 1 4 1 3 2 2 2 1 1 2 2 4 2 2 3 2 2 1 2 2 4 1
split_gain=155165 30021.4 2435.9 791.617 684.718 632.266 218.468 213.611 123.847 110.753 94.627 83.74 327.129 255.245 349.533 257.026 247.05 218.749 154.118 174.348 150.359 319.014 193.73 315.63 205.403 148.979 284.382 148.84 121.684 119.135
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.913081271118635 19.500000000000004 3.5000000000000004 19.913081271118635 4.5000000000000009 44.500000000000007 14.500000000000002 5.5000000000000009 7.5000000000000009 4.5000000000000009 4.5000000000000009 19.500000000000004 6.5000000000000009 3.1218322297088883 8.5000000000000018 1.5000000000000002 13.500000000000002 6.5000000000000009 7.5000000000000009 5.5000000000000009 17.500000000000004 4.5000000000000009 0.61523768472026175 3.5000000000000004
decision_type=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 2 2
left_child=2 5 11 4 -4 6 8 -7 -2 -9 -6 20 13 27 15 18 17 -14 -15 -20 21 -1 23 -23 -25 -18 -27 -13 -26 -22
right_child=1 -3 3 -5 10 7 -8 9 -10 -11 -12 12 16 14 -16 -17 25 -19 19 -21 29 22 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.0023146373316051518 0.00205059700425565 0.0023914844999998412 -0.0031027102595516001 0.00098066163729839686 0.0026088624644259543 0.00205059700425565 0.00205059700425565 0.00205059700425565 0.00205059700425565 0.00205059700425565 0.0026088624644259543 -0.0021237503924766087 -0.0073945343352149091 0.0032125545508399967 0.00085128526079607529 -0.0079996427368437938 0.005117030363275355 -0.0012892797297451076 0.011163196812689869 0.064644069558484854 0.0013760750010345824 -0.0010944492435718267 -0.0012058052266223918 -0.017794041608069921 0.0027180156843733096 0.0059366692009581003 -0.0081655823538562267 -0.013101228198715021 -0.0088554864663851884 -0.00022445111528011097
leaf_weight=528884 1263 41527 5016 11307 17862 164761 9679 8561 1255 33266 7366 264275 528597 67490 906357 21636 196135 393956 75737 24148 3355908 191999 879100 74322 8020 66192 99894 32642 99524 2790179
leaf_count=528884 1263 41527 5016 11307 17862 164761 9679 8561 1255 33266 7366 264275 528597 67490 906357 21636 196135 393956 75737 24148 3355908 191999 879100 74322 8020 66192 99894 32642 99524 2790179
internal_value=0 0.0782069 6.28749e-05 0.0242281 0.0326676 0.0930023 0.0708781 0.0943085 0.0446386 0.0879265 0.0393769 -3.18058e-05 -0.000515379 0.000546512 0.00125145 0.00516319 -0.00166613 -0.00253503 0.00648902 0.00898333 0.000131484 -0.00067733 -0.00154665 -0.00345339 -0.00643881 0.000546904 -0.00165697 -0.00205411 -0.00364502 0.000365973
internal_weight=0 260312 1.06465e+07 41551 30244 218785 12197 206588 2518 41827 25228 1.0605e+07 2.67706e+06 1.39228e+06 1.09537e+06 189011 1.28477e+06 922553 167375 99885 7.92794e+06 1.78185e+06 1.25296e+06 373865 181866 362221 166086 296917 107544 6.14609e+06
internal_count=10906858 260312 10646546 41551 30244 218785 12197 206588 2518 41827 25228 10604995 2677059 1392285 1095368 189011 1284774 922553 167375 99885 7927936 1781849 1252965 373865 181866 362221 166086 296917 107544 6146087
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 1 4 1 4 4 4 4 4 4 4 1 2 2 2 2 2 2 2 2 1 4 2
split_gain=155147 30021.4 2434.99 791.617 684.718 632.266 218.468 213.611 123.847 110.753 94.627 77.4796 110.575 306.079 175.073 180.108 149.742 102.991 115.382 116.164 112.165 97.2054 124.851 85.5306 140.215 79.6427 171.64 146.913 78.6687 147.052
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.913081271118635 19.500000000000004 3.5000000000000004 19.913081271118635 4.5000000000000009 14.474496692018944 9.9715911407626923 9.7240392744153983 11.083327231127907 11.706087530795603 12.488862463994478 13.510221848315824 4.5000000000000009 19.500000000000004 5.5000000000000009 5.5000000000000009 19.500000000000004 17.500000000000004 3.5000000000000004 7.5000000000000009 13.500000000000002 4.5000000000000009 9.2356574130385507 3.5000000000000004
decision_type=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 2 2
left_child=2 5 11 4 -4 6 8 -7 -2 -9 -6 12 13 28 23 -16 -17 -18 19 20 -19 -13 25 24 -14 27 -27 -23 -1 -30
right_child=1 -3 3 -5 10 7 -8 9 -10 -11 -12 21 14 -15 15 16 17 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00011584362632817148 0.0018455373038300138 0.0021523360499998037 -0.0027924392335961557 0.00088259547356841497 0.0023479762179832164 0.0018455373038300138 0.0018455373038300138 0.0018455373038300138 0.0018455373038300138 0.0018455373038300138 0.0023479762179832164 -0.031222462018612875 -0.055479109759474454 0.062534512169164821 0.029955857274824638 -0.034620240086429277 0.028225594531910758 -0.067921837642663976 -0.075587487960637398 -0.057429962003585903 0.060100322569171284 0.39402886048906077 -0.0094264090823209315 -0.043482985984024586 -0.0052397371530290117 -0.02170027958994325 0.10142186661791186 -0.078256578804000304 -0.036438449976300545 0.0297895066268417
leaf_weight=10105832 1263 41527 5016 11307 17862 164761 9679 8561 1255 33266 7366 15486 15885 40192 41502 40862 44608 4286 11129 8333 18842 4091 22075 38377 68178 14322 24271 1522 10065 75137
leaf_count=10105832 1263 41527 5016 11307 17862 164761 9679 8561 1255 33266 7366 15486 15885 40192 41502 40862 44608 4286 11129 8333 18842 4091 22075 38377 68178 14322 24271 1522 10065 75137
internal_value=0 0.0782069 6.74209e-05 0.0242281 0.0326676 0.0930023 0.0708781 0.0943085 0.0446386 0.0879265 0.0393769 -2.72419e-05 -5.1068e-05 3.69457e-06 -0.00196985 0.000110874 -0.00174449 0.000596344 -0.00292087 0.00017482 0.00382221 0.00303912 0.00470572 -0.00485136 -0.00306556 0.0077727 0.00615397 0.0189025 -3.06544e-05 0.00299523
internal_weight=0 260312 1.06465e+07 41551 30244 218785 12197 206588 2518 41827 25228 1.0605e+07 1.05232e+07 1.02312e+07 292002 169562 128060 87198 42590 31461 23128 81767 66281 122440 84063 44206 38593 5613 1.0191e+07 85202
internal_count=10906858 260312 10646546 41551 30244 218785 12197 206588 2518 41827 25228 10604995 10523228 10231226 292002 169562 128060 87198 42590 31461 23128 81767 66281 122440 84063 44206 38593 5613 10191034 85202
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 1 4 1 2 2 2 1 1 2 2 1 2 2 4 2 1 2 1 0 4 1 2
split_gain=155125 30021.4 2433.85 791.617 684.718 632.266 218.468 213.611 123.847 110.753 94.627 75.404 74.5438 74.0619 135.515 80.8946 104.834 115.926 103.286 439.548 382.232 357.322 350.059 649.622 331.517 292.877 192.069 159.081 148.189 256.223
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.913081271118635 19.500000000000004 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 1.5000000000000002 22.500000000000004 3.5000000000000004 1.0000000180025095e-35 9.5000000000000018 6.5000000000000009 3.5000000000000004 5.5000000000000009 18.500000000000004 7.6992399857654181 18.500000000000004 5.5000000000000009 4.5000000000000009 2.5000000000000004 1.5000000000000002 0.45059434080261701 4.5000000000000009 20.500000000000004
decision_type=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 2 2
left_child=2 5 13 4 -4 6 8 -7 -2 -9 -6 -10 -8 15 -15 16 17 -1 19 -17 21 26 24 28 -20 -22 27 -21 -24 -30
right_child=1 -3 3 -5 10 7 12 9 11 -11 -12 -13 -14 14 -16 18 -18 -19 22 20 25 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0027644752937566078 0.0016609835734470836 0.0019371024449998941 -0.0025131953102366824 0.00079433592621143141 0.0021131785961848947 0.0016609835734470836 0.0016609835734470836 0.0016609835734470836 0.0016609835734470836 0.0016609835734470836 0.0021131785961848947 -0.28183901642655373 0.0016609835734470836 -0.0062483540002780565 0.00086831237376570067 -0.0052348519113792243 -0.0021732025427674273 0.0046022894618016784 0.0017928295784311211 -0.0021188225429447983 -0.0034515934971790954 0.043679427907759028 0.0028585307695890186 -0.0049406753883164184 -0.0021589991064748129 0.0022549290786130884 0.0055186293125276458 0.001289082829795607 0.014521012116313426 0.0034863785554218652
leaf_weight=116747 1263 41527 5016 11307 17862 164761 7373 8561 827 33266 7366 428 2306 226848 242304 282363 897719 181939 880660 90885 701777 166825 439744 274410 2848260 383623 675155 1851234 175906 168596
leaf_count=116747 1263 41527 5016 11307 17862 164761 7373 8561 827 33266 7366 428 2306 226848 242304 282363 897719 181939 880660 90885 701777 166825 439744 274410 2848260 383623 675155 1851234 175906 168596
internal_value=0 0.0782069 7.30566e-05 0.0242281 0.0326676 0.0930023 0.0708781 0.0943085 0.0446386 0.0879265 0.0393769 0.0223904 0.0777043 -2.15842e-05 -0.00124991 3.52709e-05 -0.000736958 0.00088588 0.000138622 0.000503629 0.000781574 0.00140214 -0.000177919 0.0014269 -0.000633535 -0.000810208 0.00111612 0.000611034 0.0028922 0.00444526
internal_weight=0 260312 1.06465e+07 41551 30244 218785 12197 206588 2518 41827 25228 1255 9679 1.0605e+07 469152 1.01358e+07 1.1964e+06 298686 8.93944e+06 4.15186e+06 3.8695e+06 2.7841e+06 4.78758e+06 1.05866e+06 3.72892e+06 1.0854e+06 2.61727e+06 1.94212e+06 784246 344502
internal_count=10906858 260312 10646546 41551 30244 218785 12197 206588 2518 41827 25228 1255 9679 10604995 469152 10135843 1196405 298686 8939438 4151862 3869499 2784099 4787576 1058656 3728920 1085400 2617274 1942119 784246 344502
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 4 2 1 4 1 2 2 0 0 4 4 4 4 4 4 4 0 4 4 1 4 4 4 4
split_gain=155126 30021.4 2433.89 791.617 684.718 632.266 218.468 213.611 123.847 110.753 94.627 75.404 74.5438 69.4269 85.4309 79.8928 128.335 160.552 91.269 134.001 67.7015 99.7013 74.2532 67.4515 58.6557 71.3454 144.682 227.752 134.714 54.769
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.913081271118635 19.500000000000004 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 1.5000000000000002 5.5000000000000009 1.5000000000000002 5.9016995952873224 6.1558307448191645 6.2930413920287149 5.567169351399671 5.4629668123638169 0.21462207961866353 0.36974713994338892 4.5000000000000009 5.6727216324632623 0.71084494744720317 4.5000000000000009 0.45059434080261701 0.30730898849689098 0.50858983957727955 6.0319131588762103
decision_type=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 2 2
left_child=2 5 13 4 -4 6 8 -7 -2 -9 -6 -10 -8 14 24 18 29 -18 19 20 22 -22 -16 -20 25 -1 27 -27 -28 -17
right_child=1 -3 3 -5 10 7 12 9 11 -11 -12 -13 -14 -15 15 16 17 -19 23 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00035195178961817676 0.0014948852161026595 0.0017433922004999047 -0.0022618757792130851 0.00071490233359057249 0.0019018607365666185 0.0014948852161026595 0.0014948852161026595 0.0014948852161026595 0.0014948852161026595 0.0014948852161026595 0.0019018607365666185 -0.25365511478389852 0.0014948852161026595 -0.0024872440277537325 0.03157389266238031 0.01206194326332799 -0.034199658769581733 0.010192354950386395 -0.040957985279402115 0.040249383833905486 -0.0019571348829817482 0.00055499937065017768 -0.04096903728796053 -0.0062979955935816186 -0.00010884371363637513 -0.0038348738643112059 -0.010903969917999579 0.0028064885923205999 -0.0040227255403365806 0.052015250379518464
leaf_weight=528179 1263 41527 5016 11307 17862 164761 7373 8561 827 33266 7366 428 2306 360260 50970 12213 11945 292551 11379 11674 20678 2265989 10965 22665 6803613 65712 15820 24076 85481 10825
leaf_count=528179 1263 41527 5016 11307 17862 164761 7373 8561 827 33266 7366 428 2306 360260 50970 12213 11945 292551 11379 11674 20678 2265989 10965 22665 6803613 65712 15820 24076 85481 10825
internal_value=0 0.0782069 7.28499e-05 0.0242281 0.0326676 0.0930023 0.0708781 0.0943085 0.0446386 0.0879265 0.0393769 0.0223904 0.0777043 -2.17916e-05 2.61891e-05 0.000506273 0.00197109 0.00142662 0.000305891 0.00038004 0.000326918 0.000238557 0.00358925 -0.00483492 -0.00014751 -0.0010063 -0.00266211 0.000260614 -0.00525266 0.00916746
internal_weight=0 260312 1.06465e+07 41551 30244 218785 12197 206588 2518 41827 25228 1255 9679 1.0605e+07 1.02447e+07 2.72185e+06 327534 304496 2.39432e+06 2.36028e+06 2.3486e+06 2.28667e+06 61935 34044 7.52288e+06 719268 191089 89788 101301 23038
internal_count=10906858 260312 10646546 41551 30244 218785 12197 206588 2518 41827 25228 1255 9679 10604995 10244735 2721854 327534 304496 2394320 2360276 2348602 2286667 61935 34044 7522881 719268 191089 89788 101301 23038
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 2 4 1 4 1 2 2 3 2 2 2 1 1 2 2 2 3 1 4 1 4 2 4 2
split_gain=155138 30024.4 2433.74 791.617 684.718 627.849 213.611 213.252 119.437 110.753 94.627 74.5438 68.7435 68.557 265.769 199.887 280.012 193.28 188.886 179.425 141.007 278.169 294.181 141.604 198.923 141.361 189.683 160.009 143.414 124.399
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 19.913081271118635 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 1.5000000000000002 44.500000000000007 14.500000000000002 5.5000000000000009 7.5000000000000009 4.5000000000000009 4.5000000000000009 19.500000000000004 8.5000000000000018 4.5000000000000009 11.500000000000002 3.5000000000000004 6.1558307448191645 4.5000000000000009 13.510221848315824 7.5000000000000009 3.7087252944443323 6.5000000000000009
decision_type=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 2 2
left_child=2 5 13 4 -4 7 -7 8 -2 -8 -6 -9 -10 20 15 -15 17 29 19 -16 21 23 -23 24 -1 26 27 -24 -27 -17
right_child=1 -3 3 -5 10 6 9 11 12 -11 -12 -13 -14 14 18 16 -18 -19 -20 -21 -22 22 25 -25 -26 28 -28 -29 -30 -31
leaf_value=-6.200678757268818e-05 0.0013453966944922515 0.0015690529804498255 -0.0020356882012919188 0.00064341210023144413 0.0017116746629099568 0.0013453966944922515 0.0013453966944922515 0.0013453966944922515 0.0013453966944922515 0.0013453966944922515 0.0017116746629099568 0.0013453966944922515 -0.22828960330550885 -0.0030933962354462888 -0.0067706119447592528 0.0028267908145314102 0.00070790065290111677 -0.00696130981851546 0.0010009029539717496 -0.0011137010145498393 0.00066905198037838789 -0.0096859118688147564 -0.0030869877056714404 0.0022178922608652842 -0.029864515255350277 -0.0023811919524058924 0.20396335875478258 0.0032776977504306972 -0.038625156441608514 0.016799669778162409
leaf_weight=194700 1263 41527 5016 11307 17862 164761 8561 7373 827 33266 7366 2306 428 296917 528597 67490 906357 21636 362221 393956 6146087 199202 330857 683260 52587 60022 6074 227551 27596 99885
leaf_count=194700 1263 41527 5016 11307 17862 164761 8561 7373 827 33266 7366 2306 428 296917 528597 67490 906357 21636 362221 393956 6146087 199202 330857 683260 52587 60022 6074 227551 27596 99885
internal_value=0 0.0782108 7.35825e-05 0.0242281 0.0326676 0.0930068 0.0943085 0.0709601 0.0450357 0.0879265 0.0393769 0.0777043 0.0231873 -2.10561e-05 -0.0004586 0.000498533 0.00112236 0.00462354 -0.00149583 -0.00225559 0.000126691 -0.000656565 -0.00196288 0.0005385 -0.00151201 -0.000935439 -0.00035537 -0.000546554 -0.00467256 0.00577326
internal_weight=0 260312 1.06465e+07 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 1.0605e+07 2.67706e+06 1.39228e+06 1.09537e+06 189011 1.28477e+06 922553 7.92794e+06 1.78185e+06 851302 930547 247287 652100 564482 558408 87618 167375
internal_count=10906858 260312 10646546 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 10604995 2677059 1392285 1095368 189011 1284774 922553 7927936 1781849 851302 930547 247287 652100 564482 558408 87618 167375
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 2 4 1 4 1 2 2 2 4 1 1 2 3 2 1 4 2 3 4 3 2 1 1 0
split_gain=155121 30024.4 2432.9 791.617 684.718 627.849 213.611 213.252 119.437 110.753 94.627 74.5438 68.7435 63.1923 98.0541 77.9964 71.426 71.4239 242.151 296.325 265.461 206.758 187.828 188.234 182.501 170.157 204.128 320.131 222.109 181.096
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 19.913081271118635 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 4.6932043329727184 3.5000000000000004 4.5000000000000009 8.5000000000000018 33.500000000000007 6.5000000000000009 4.5000000000000009 2.4011943484643257 5.5000000000000009 10.500000000000002 3.7087252944443323 15.500000000000002 15.500000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002
decision_type=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 2 2
left_child=2 5 13 4 -4 7 -7 8 -2 -8 -6 -9 -10 14 16 -16 -1 18 22 -20 21 -21 -15 -24 -22 -19 28 -28 29 -27
right_child=1 -3 3 -5 10 6 9 11 12 -11 -12 -13 -14 17 15 -17 -18 25 19 20 24 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.001439764803775212 0.0012108570250433104 0.0014121476824048075 -0.001832119381163011 0.00057907089020829976 0.0015405071966192452 0.0012108570250433104 0.0012108570250433104 0.0012108570250433104 0.0012108570250433104 0.0012108570250433104 0.0015405071966192452 0.0012108570250433104 -0.20546064297495834 -0.0003977458681815094 0.001420394472628761 0.025669342814972042 0.0030029750972341953 0.0014516770587855278 -0.0017799679795098555 0.0029944447895955406 -0.00037115699129897095 0.025355249439920159 -0.010393740376856631 -0.0028578693819946823 -0.046543360834947034 0.0010946528785372501 -0.0037424526610783104 0.00012612638499405194 -0.0010282021036295498 0.0081942467437361444
leaf_weight=146600 1263 41527 5016 11307 17862 164761 8561 7373 827 33266 7366 2306 428 541098 36683 59847 143694 2193956 493727 229028 42613 123846 166574 396079 13361 1035561 1335559 2050515 1220961 375293
leaf_count=146600 1263 41527 5016 11307 17862 164761 8561 7373 827 33266 7366 2306 428 541098 36683 59847 143694 2193956 493727 229028 42613 123846 166574 396079 13361 1035561 1335559 2050515 1220961 375293
internal_value=0 0.0782108 7.77905e-05 0.0242281 0.0326676 0.0930068 0.0943085 0.0709601 0.0450357 0.0879265 0.0393769 0.0777043 0.0231873 -1.68317e-05 0.00123777 0.00399876 0.000319676 -6.43266e-05 -0.000599205 0.000615683 0.00260684 0.00362169 -0.00159266 -0.00287193 -0.00379105 6.63554e-05 -0.000208495 -0.000721957 0.000452121 0.00130673
internal_weight=0 260312 1.06465e+07 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 1.0605e+07 386824 96530 290294 1.02182e+07 2.00633e+06 902575 408848 352874 1.10375e+06 562653 55974 8.21184e+06 6.01789e+06 3.38607e+06 2.63182e+06 1.41085e+06
internal_count=10906858 260312 10646546 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 10604995 386824 96530 290294 10218171 2006326 902575 408848 352874 1103751 562653 55974 8211845 6017889 3386074 2631815 1410854
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 2 4 1 4 1 2 2 1 3 2 4 2 2 2 2 1 4 4 2 2 4 4 4 1
split_gain=155126 30027.3 2432.36 791.617 684.718 623.447 213.611 208.099 115.107 110.753 94.627 74.5438 65.6012 100.15 63.5452 63.385 63.1977 87.6268 80.6155 87.97 138.096 112.896 79.8762 248.431 158.098 144.066 119.224 126.975 123.605 90.9967
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 19.913081271118635 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 22.500000000000004 3.5000000000000004 24.500000000000004 1.0000000180025095e-35 14.474496692018944 5.5000000000000009 18.500000000000004 13.500000000000002 7.5000000000000009 3.5000000000000004 9.9715911407626923 9.2356574130385507 3.5000000000000004 15.500000000000002 11.083327231127907 11.706087530795603 12.488862463994478 3.5000000000000004
decision_type=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 2 2
left_child=2 5 12 4 -4 7 -7 8 -2 -8 -6 -9 16 14 -14 -10 22 -18 19 20 21 -19 23 -1 -25 -26 -24 -28 -29 -30
right_child=1 -3 3 -5 10 6 9 11 15 -11 -12 -13 13 -15 -16 -17 17 18 -20 -21 -22 -23 26 24 25 -27 27 28 29 -31
leaf_value=1.5205655291694599e-05 0.0010897713225389795 0.0012709329141642911 -0.00164890744304671 0.00052116380118718555 0.0013864564769576759 0.0010897713225389795 0.0010897713225389795 0.0010897713225389795 0.0010897713225389795 0.0010897713225389795 0.0013864564769576759 0.0010897713225389795 -0.0016286559068085184 0.00070237197521869641 -0.0081563318049012075 0.0010897713225389795 -0.028586198414077304 0.39870113237505367 -0.0031698350482038508 0.11445580989393705 -0.02407825225485425 0.010630444373128612 -0.024441182068061451 -0.023701376661130525 0.067108882568945746 0.0091107259916288538 0.026982608755392337 -0.033033845367735286 0.02469388651500495 -0.017889326793279991
leaf_weight=9668176 1263 41527 5016 11307 17862 164761 8561 7373 500 33266 7366 2306 105504 242304 121344 755 15486 3012 20872 20031 14322 2601 115256 14472 62349 41877 38534 37929 44066 36860
leaf_count=9668176 1263 41527 5016 11307 17862 164761 8561 7373 500 33266 7366 2306 105504 242304 121344 755 15486 3012 20872 20031 14322 2601 115256 14472 62349 41877 38534 37929 44066 36860
internal_value=0 0.0782146 8.0458e-05 0.0242281 0.0326676 0.0930114 0.0943085 0.0710421 0.0454329 0.0879265 0.0393769 0.0777043 -1.41537e-05 -0.0011702 -0.00268021 0.0239841 3.93554e-05 0.00290603 0.00461554 0.00724616 0.00254327 0.0158382 1.76052e-05 6.46376e-05 0.0046117 0.00597164 -0.00167067 0.000118814 -0.00149846 0.00070929
internal_weight=0 260312 1.06465e+07 41551 30244 218785 206588 12197 2518 41827 25228 9679 1.0605e+07 469152 226848 1255 1.01358e+07 76324 60838 39966 19935 5613 1.00595e+07 9.78687e+06 118698 104226 272645 157389 118855 80926
internal_count=10906858 260312 10646546 41551 30244 218785 206588 12197 2518 41827 25228 9679 10604995 469152 226848 1255 10135843 76324 60838 39966 19935 5613 10059519 9786874 118698 104226 272645 157389 118855 80926
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 2 4 1 4 1 2 2 0 0 4 4 4 2 2 1 4 4 2 2 3 2 2 1 4
split_gain=155125 30027.3 2432.29 791.617 684.718 623.447 213.611 208.099 115.107 110.753 94.627 74.5438 63.385 60.3302 61.2802 68.4907 92.6362 63.7665 66.2678 79.1669 83.2398 66.4687 91.425 63.8686 74.4704 136.71 136.529 122.773 211.139 90.2994
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 19.913081271118635 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 0.21462207961866353 0.36974713994338892 7.2755387962326052 20.500000000000004 4.5000000000000009 3.5000000000000004 9.9715911407626923 9.2356574130385507 2.5000000000000004 8.5000000000000018 27.500000000000004 5.5000000000000009 6.5000000000000009 4.5000000000000009 2.2083713706818768
decision_type=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 2 2
left_child=2 5 13 4 -4 7 -7 8 -2 -8 -6 -9 -10 14 -1 -16 -17 23 19 20 -19 22 -21 -18 25 26 -25 -27 29 -29
right_child=1 -3 3 -5 10 6 9 11 12 -11 -12 -13 -14 -15 15 16 17 18 -20 21 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.00019949657418791845 0.00098079419028493939 0.0011438396227479331 -0.0014840166987418969 0.0004690474210683249 0.0012478108292619085 0.00098079419028493939 0.00098079419028493939 0.00098079419028493939 0.00098079419028493939 0.00098079419028493939 0.0012478108292619085 0.00098079419028493939 0.00098079419028493939 -0.0023634459707864153 0.019910408166212437 -0.0018758324921282822 0.0033074482538227204 -0.033253942945213846 -0.0081706533535403029 0.022409053180259875 0.010344228061670081 0.013152665073789649 0.073577786060056036 0.0012082532248270717 0.0006437304579225867 -0.0041421880330698713 -0.010149235181116857 0.0034607493649640554 -0.011753779823179045 0.030700845861147741
leaf_weight=7522881 1263 41527 5016 11307 17862 164761 8561 7373 500 33266 7366 2306 755 360260 61935 20678 226572 12797 42905 50704 30631 62621 24606 41345 1913982 61176 79731 50507 12470 29194
leaf_count=7522881 1263 41527 5016 11307 17862 164761 8561 7373 500 33266 7366 2306 755 360260 61935 20678 226572 12797 42905 50704 30631 62621 24606 41345 1913982 61176 79731 50507 12470 29194
internal_value=0 0.0782146 8.07774e-05 0.0242281 0.0326676 0.0930114 0.0943085 0.0710421 0.0454329 0.0879265 0.0393769 0.0777043 0.0239841 -1.38331e-05 3.08939e-05 0.000437496 0.000360951 0.000413187 0.00202618 0.00286228 -0.000861196 0.00403463 0.00603638 0.000263398 9.79252e-05 -0.00144266 -0.00395454 0.000540604 0.0028458 0.00473896
internal_weight=0 260312 1.06465e+07 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 1.0605e+07 1.02447e+07 2.72185e+06 2.65992e+06 2.63924e+06 224264 181359 43428 137931 75310 2.41498e+06 2.1884e+06 274423 121076 153347 92171 79701
internal_count=10906858 260312 10646546 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 10604995 10244735 2721854 2659919 2639241 224264 181359 43428 137931 75310 2414977 2188405 274423 121076 153347 92171 79701
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 2 4 1 4 1 2 2 1 4 4 4 4 2 2 4 2 4 4 3 3 2 1 1 2
split_gain=155124 30027.3 2432.28 791.617 684.718 623.447 213.611 208.099 115.107 110.753 94.627 74.5438 63.385 54.2299 90.8722 80.9432 71.0699 69.566 82.6212 72.5414 103.727 73.0554 83.8859 110.403 70.5139 63.878 62.9186 101.579 80.9812 326.758
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 19.913081271118635 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4.0625888652848916 3.9555083501796484 14.474496692018944 0.96664210520393146 9.5000000000000018 19.500000000000004 1.0873174328083814 18.500000000000004 1.6818042251167384 1.2516587173044018 14.500000000000002 31.500000000000004 22.500000000000004 3.5000000000000004 3.5000000000000004 5.5000000000000009
decision_type=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 2 2
left_child=2 5 13 4 -4 7 -7 8 -2 -8 -6 -9 -10 14 15 17 -16 -1 25 21 -21 -20 23 -23 -24 -19 28 -28 29 -15
right_child=1 -3 3 -5 10 6 9 11 12 -11 -12 -13 -14 26 16 -17 -18 18 19 20 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0021038048668502009 0.0008827147712565875 0.0010294556604732109 -0.0013356150288679203 0.00042214267896127926 0.0011230297463356465 0.0008827147712565875 0.0008827147712565875 0.0008827147712565875 0.0008827147712565875 0.0008827147712565875 0.0011230297463356465 0.0008827147712565875 0.0008827147712565875 -0.0043311056284442984 -0.011982331310574957 0.023729746844137978 0.053032438702853568 0.00037666550306507678 -0.0012920254262321685 0.0083708688132092309 0.001458501328333739 -0.0058455701506239244 0.0012508093301661916 0.0079694637333989071 -0.019346899435062251 0.0061955162901622179 -0.0056735486284837933 0.00060440556989789236 -0.00028249049515665091 0.00118225661754936
leaf_weight=234859 1263 41527 5016 11307 17862 164761 8561 7373 500 33266 7366 2306 755 282363 236615 9045 11217 88065 378460 9436 131006 9441 8210 12415 23065 85218 186201 242304 4787576 3869499
leaf_count=234859 1263 41527 5016 11307 17862 164761 8561 7373 500 33266 7366 2306 755 282363 236615 9045 11217 88065 378460 9436 131006 9441 8210 12415 23065 85218 186201 242304 4787576 3869499
internal_value=0 0.0782146 8.08713e-05 0.0242281 0.0326676 0.0930114 0.0943085 0.0710421 0.0454329 0.0879265 0.0393769 0.0777043 0.0239841 -1.37388e-05 -0.000636028 -0.000207032 -0.00234837 -0.000293927 0.000178984 -0.000400501 0.0015736 -0.00104289 -0.00451525 0.000237921 -0.00783693 0.00209195 6.84355e-05 -0.00111527 0.000125176 0.000448377
internal_weight=0 260312 1.06465e+07 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 1.0605e+07 1.23705e+06 989220 247832 980175 745316 572033 140442 431591 53131 21856 31275 173283 9.36794e+06 428505 8.93944e+06 4.15186e+06
internal_count=10906858 260312 10646546 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 10604995 1237052 989220 247832 980175 745316 572033 140442 431591 53131 21856 31275 173283 9367943 428505 8939438 4151862
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 2 4 1 4 1 2 2 2 3 1 0 2 1 4 2 4 1 2 2 4 3 4 2 3
split_gain=155103 30027.3 2431.2 791.617 684.718 623.447 213.611 208.099 115.107 110.753 94.627 74.5438 63.385 62.3421 88.2977 58.8921 53.018 53.038 50.0596 59.758 48.1156 47.2515 47.0926 151.941 295.835 130.933 79.1124 71.8947 71.1373 94.9237
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 19.913081271118635 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 4.5000000000000009 5.5000000000000009 6.5000000000000009 2.5000000000000004 4.3503034965344343 17.500000000000004 4.0625888652848916 5.5000000000000009 18.500000000000004 12.500000000000002 5.567169351399671 14.500000000000002 3.4906271729016454 5.5000000000000009 28.500000000000004
decision_type=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 2 2
left_child=2 5 13 4 -4 7 -7 8 -2 -8 20 -9 -10 14 15 -1 22 -18 -16 21 -6 -20 -15 24 25 28 -25 -26 -24 -30
right_child=1 -3 3 -5 10 6 9 11 12 -11 -12 -13 -14 16 18 -17 17 -19 19 -21 -22 -23 23 26 27 -27 -28 -29 29 -31
leaf_value=0.0018390749283059727 0.00079444329413078671 0.00092651009442583647 -0.0012020535259807731 0.00037992841106486712 0.0010107267717017977 0.00079444329413078671 0.00079444329413078671 0.00079444329413078671 0.00079444329413078671 0.00079444329413078671 0.0010107267717017977 0.00079444329413078671 0.00079444329413078671 0.00014953785808415889 -0.0054240819018782638 0.009801484937441797 -0.0085508743199547155 -0.0015745002896984774 -9.0059970044986678e-05 0.015882101861881104 0.0010107267717017977 -0.026222502948791873 0.00097549720448353305 0.00038797225596907129 0.002100472625546601 -0.0217838839696185 -0.0059324399750583902 0.014956454313582057 -0.0057337154022388155 -0.00049555539456829227
leaf_weight=93934 1263 41527 5016 11307 16531 164761 8561 7373 500 33266 7366 2306 755 8502783 45799 80418 38074 310102 118688 43729 1331 4256 186043 83105 382748 86588 227437 116721 124398 160172
leaf_count=93934 1263 41527 5016 11307 16531 164761 8561 7373 500 33266 7366 2306 755 8502783 45799 80418 38074 310102 118688 43729 1331 4256 186043 83105 382748 86588 227437 116721 124398 160172
internal_value=0 0.0782146 8.62251e-05 0.0242281 0.0326676 0.0930114 0.0943085 0.0710421 0.0454329 0.0879265 0.0393769 0.0777043 0.0239841 -8.36398e-06 0.00123777 0.00290562 -5.55383e-05 -0.00126832 -0.000130841 0.000673774 0.0433098 -0.000455492 -1.27558e-05 -0.000557485 1.40063e-05 -0.00157017 -0.00250208 0.00178129 -0.000912639 -0.00190674
internal_weight=0 260312 1.06465e+07 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 1.0605e+07 386824 174352 1.02182e+07 348176 212472 166673 17862 122944 9.87e+06 1.36721e+06 1.05667e+06 557201 310542 499469 470613 284570
internal_count=10906858 260312 10646546 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 10604995 386824 174352 10218171 348176 212472 166673 17862 122944 9869995 1367212 1056670 557201 310542 499469 470613 284570
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 2 4 1 4 1 2 2 3 2 2 1 2 1 2 4 2 4 3 4 2 2 1 2 2
split_gain=155129 30027.3 2432.5 791.617 684.718 623.447 213.611 208.099 115.107 110.753 94.627 74.5438 63.385 51.0675 180.47 205.014 212.077 160.486 153.349 140.443 110.302 109.144 102.379 112.357 90.5686 97.1478 177.069 115.303 90.2664 193.749
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 19.913081271118635 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 44.500000000000007 11.500000000000002 5.5000000000000009 4.5000000000000009 9.5000000000000018 4.5000000000000009 7.5000000000000009 1.3902541801450066 4.5000000000000009 0.68123229381296735 54.500000000000007 1.0873174328083814 19.500000000000004 17.500000000000004 3.5000000000000004 8.5000000000000018 1.5000000000000002
decision_type=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 2 2
left_child=2 5 13 4 -4 7 -7 8 -2 -8 -6 -9 -10 28 15 21 19 -18 24 22 -21 -15 -17 -24 -16 26 27 -26 29 -1
right_child=1 -3 3 -5 10 6 9 11 12 -11 -12 -13 -14 14 18 16 17 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0020465792698993292 0.0007149989647174948 0.00083385908498332393 -0.0010818481733828379 0.00034193556995845145 0.00090965409453147572 0.0007149989647174948 0.0007149989647174948 0.0007149989647174948 0.0007149989647174948 0.0007149989647174948 0.00090965409453147572 0.0007149989647174948 0.0007149989647174948 -0.0014317565889365724 -5.1294923169464823e-05 -0.0041270983684500882 -0.0082646026730101244 0.0027586507346372361 0.0011487849768123226 -0.00095633369274708004 0.0090710785402993831 -0.010570958850398339 0.0056991095943020658 0.017969430050839019 -0.0016393608851856811 -0.0012816105890108176 -0.012140454545833103 -0.011678331197181535 0.00058729285518968057 -0.0020451076936169876
leaf_weight=528884 1263 41527 5016 11307 17862 164761 8561 7373 500 33266 7366 2306 755 264275 273783 13990 72201 79375 488755 147242 225378 32642 103020 50365 310268 322160 190176 103429 6146087 1252965
leaf_count=528884 1263 41527 5016 11307 17862 164761 8561 7373 500 33266 7366 2306 755 264275 273783 13990 72201 79375 488755 147242 225378 32642 103020 50365 310268 322160 190176 103429 6146087 1252965
internal_value=0 0.0782146 7.9763e-05 0.0242281 0.0326676 0.0930114 0.0943085 0.0710421 0.0454329 0.0879265 0.0393769 0.0777043 0.0239841 -1.48515e-05 -0.000392483 0.000680635 0.00162427 -0.001681 -0.00102069 0.00255206 0.0014712 -0.00151726 0.00495833 0.00570525 -0.00162892 -0.00210133 -0.00284944 -0.00168843 0.000112665 -0.000514017
internal_weight=0 260312 1.06465e+07 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 1.0605e+07 2.67706e+06 988488 691571 151576 1.68857e+06 539995 372620 296917 167375 153385 1.19982e+06 926033 603873 413697 7.92794e+06 1.78185e+06
internal_count=10906858 260312 10646546 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 10604995 2677059 988488 691571 151576 1688571 539995 372620 296917 167375 153385 1199816 926033 603873 413697 7927936 1781849
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 2 4 1 4 1 2 2 4 4 4 3 2 2 2 1 2 2 3 1 2 2 1 1 2
split_gain=155138 30027.3 2432.98 791.617 684.718 623.447 213.611 208.099 115.107 110.753 94.627 74.5438 63.385 51.7314 151.942 176.06 84.7917 208.231 155.182 152.33 150.627 147.167 290.997 221.538 136.082 304.923 288.934 281.876 132.123 128.063
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 19.913081271118635 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 0.97769484526050399 1.0873174328083814 1.1320451391052746 38.500000000000007 15.500000000000002 5.5000000000000009 7.5000000000000009 2.5000000000000004 8.5000000000000018 4.5000000000000009 10.500000000000002 3.5000000000000004 18.500000000000004 19.500000000000004 5.5000000000000009 1.0000000180025095e-35 20.500000000000004
decision_type=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 2 2
left_child=2 5 13 4 -4 7 -7 8 -2 -8 -6 -9 -10 -1 -15 -16 21 18 -18 -20 -19 22 -17 -24 26 -26 28 29 -23 -27
right_child=1 -3 3 -5 10 6 9 11 12 -11 -12 -13 -14 14 15 16 17 20 19 -21 -22 24 23 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00048461205870999893 0.00064349906824574539 0.00075047317648504477 -0.00097366335604434087 0.00030774201296281947 0.0008186886850779729 0.00064349906824574539 0.00064349906824574539 0.00064349906824574539 0.00064349906824574539 0.00064349906824574539 0.0008186886850779729 0.00064349906824574539 0.00064349906824574539 0.0023886386034769561 -0.0046816457372344192 0.0016069184990799457 -0.0033523107188035972 -0.0061157660797664277 0.0071951073933014704 0.001063649615666762 -0.00089758099611700901 0.00048586356072775064 -0.012790064051335648 -0.0025756363041180563 -0.0023220429182170934 0.012146690154680862 -0.0012107526596230045 -0.0036282428025828928 0.0067961933448914998 0.0033827386401630299
leaf_weight=1922944 1263 41527 5016 11307 17862 164761 8561 7373 500 33266 7366 2306 755 423319 174506 661170 335281 486403 197654 1063882 765155 354835 137214 408810 1179307 201284 662565 169819 1165813 295034
leaf_count=1922944 1263 41527 5016 11307 17862 164761 8561 7373 500 33266 7366 2306 755 423319 174506 661170 335281 486403 197654 1063882 765155 354835 137214 408810 1179307 201284 662565 169819 1165813 295034
internal_value=0 0.0782146 7.73772e-05 0.0242281 0.0326676 0.0930114 0.0943085 0.0710421 0.0454329 0.0879265 0.0393769 0.0777043 0.0239841 -1.72466e-05 8.66961e-05 -8.01576e-06 5.98202e-05 -0.000379269 0.000377689 0.000885904 -0.00134504 0.000298691 -0.000669818 -0.00237828 0.000588906 -4.32416e-05 0.00112325 0.00166707 0.00188262 0.00287034
internal_weight=0 260312 1.06465e+07 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 1.0605e+07 8.68205e+06 8.25873e+06 8.08423e+06 2.84838e+06 1.59682e+06 1.26154e+06 1.25156e+06 5.23585e+06 1.20719e+06 546024 4.02866e+06 1.84544e+06 2.18321e+06 666137 1.52065e+06 496318
internal_count=10906858 260312 10646546 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 10604995 8682051 8258732 8084226 2848375 1596817 1261536 1251558 5235851 1207194 546024 4028657 1845444 2183213 666137 1520648 496318
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 2 4 1 4 1 2 2 4 4 4 4 4 4 2 3 2 2 1 2 3 2 2 4 3
split_gain=155154 30027.3 2433.75 791.617 684.718 623.447 213.611 208.099 115.107 110.753 94.627 74.5438 63.385 49.9587 122.569 119.479 75.8989 67.2279 65.052 64.1647 127.245 205.296 141.587 155.487 126.569 123.515 236.595 108.809 176.84 163.638
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 19.913081271118635 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.5244608314071051 1.4511300822629829 1.4020589845539655 1.6295558195015538 1.5901053600366495 1.486683587184437 7.5000000000000009 38.500000000000007 17.500000000000004 19.500000000000004 2.5000000000000004 1.0000000180025095e-35 52.500000000000007 6.5000000000000009 4.5000000000000009 7.9573140321853844 25.500000000000004
decision_type=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 2 2
left_child=2 5 13 4 -4 7 -7 8 -2 -8 -6 -9 -10 14 15 -1 17 -15 -16 24 -21 -22 23 -23 -18 27 -27 28 -26 -29
right_child=1 -3 3 -5 10 6 9 11 12 -11 -12 -13 -14 16 18 -17 19 -19 -20 20 21 22 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.00031620486414363214 0.00057914916142109973 0.00067542585883657586 -0.00087629702044011992 0.00027696781166639542 0.00073681981657003348 0.00057914916142109973 0.00057914916142109973 0.00057914916142109973 0.00057914916142109973 0.00057914916142109973 0.00073681981657003348 0.00057914916142109973 0.00057914916142109973 0.0011751729076527441 -0.0059001980789203049 0.0039172259057455253 0.0037593774116839286 0.0045343181310984809 -0.0015937421003361597 0.0015977525848819953 0.0014767912449539012 -0.017168866239071968 -0.0016062822087254958 -0.0039183637255057139 0.00062303095612143984 -0.0013672486353847547 0.030780465534516389 -0.01166545522739817 -0.022482379597926719 -0.0024477781978714756
leaf_weight=3534608 1263 41527 5016 11307 17862 164761 8561 7373 500 33266 7366 2306 755 217117 123238 171450 263222 126973 127927 3273993 1006642 109533 493995 163202 424381 86481 28609 157151 76755 219718
leaf_count=3534608 1263 41527 5016 11307 17862 164761 8561 7373 500 33266 7366 2306 755 217117 123238 171450 263222 126973 127927 3273993 1006642 109533 493995 163202 424381 86481 28609 157151 76755 219718
internal_value=0 0.0782146 7.3545e-05 0.0242281 0.0326676 0.0930114 0.0943085 0.0710421 0.0454329 0.0879265 0.0393769 0.0777043 0.0239841 -2.10938e-05 -0.000302409 -0.000157526 0.000146365 0.00159261 -0.00244023 6.74209e-05 0.000226593 -0.000455629 -0.00168847 -0.00351733 -0.000572069 -0.00108882 0.00199148 -0.00149259 -0.000527202 -0.0027763
internal_weight=0 260312 1.06465e+07 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 1.0605e+07 3.95722e+06 3.70606e+06 6.64777e+06 344090 251165 6.30368e+06 5.04736e+06 1.77337e+06 766730 272735 1.25632e+06 993095 115090 878005 501136 376869
internal_count=10906858 260312 10646546 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 10604995 3957223 3706058 6647772 344090 251165 6303682 5047365 1773372 766730 272735 1256317 993095 115090 878005 501136 376869
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 2 4 1 4 1 2 2 2 2 4 4 4 4 4 4 4 1 2 2 2 2 1 2 2
split_gain=155147 30027.3 2433.41 791.617 684.718 623.447 213.611 208.099 115.107 110.753 94.627 74.5438 63.385 48.1156 45.2371 44.814 73.5163 212.559 122.437 117.945 94.8918 88.7999 92.3202 104.504 101.269 82.3599 147.984 89.0289 67.6822 88.2167
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 19.913081271118635 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 17.500000000000004 10.500000000000002 14.474496692018944 9.9715911407626923 9.7240392744153983 11.083327231127907 11.706087530795603 12.488862463994478 13.510221848315824 4.5000000000000009 18.500000000000004 5.5000000000000009 4.5000000000000009 14.500000000000002 3.5000000000000004 17.500000000000004 3.5000000000000004
decision_type=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 2 2
left_child=2 5 15 4 -4 7 -7 8 -2 -8 13 -9 -10 -6 -12 16 17 -1 28 -20 -21 25 23 24 -23 -22 27 -27 29 -18
right_child=1 -3 3 -5 10 6 9 11 12 -11 14 -13 -14 -15 -16 -17 18 -19 19 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.5731594926780021e-05 0.0005212342452793451 0.00060788327295284721 -0.00078866731839610793 0.00024927103049989798 0.00066313783491267486 0.0005212342452793451 0.0005212342452793451 0.0005212342452793451 0.0005212342452793451 0.0005212342452793451 0.00066313783491267486 0.0005212342452793451 0.0005212342452793451 0.00066313783491267486 0.00066313783491267486 0.020857588841972332 -0.045008982753077124 0.051697577621512995 0.024668849288499575 -0.029141312072147943 0.064244035240940897 -0.058794660164385705 -0.066180217756784288 -0.049723450243287462 0.063589638625559539 0.012499995005681087 0.037343675384260422 -0.095439276963855235 -0.037057607238138245 -0.0057046401070287803
leaf_weight=10191034 1263 41527 5016 11307 16531 164761 8561 7373 500 33266 2457 2306 755 1331 4909 81767 15885 40192 41502 40862 8567 4286 11129 9912 17263 7676 22639 5726 38377 68178
leaf_count=10191034 1263 41527 5016 11307 16531 164761 8561 7373 500 33266 2457 2306 755 1331 4909 81767 15885 40192 41502 40862 8567 4286 11129 9912 17263 7676 22639 5726 38377 68178
internal_value=0 0.0782146 7.52545e-05 0.0242281 0.0326676 0.0930114 0.0943085 0.0710421 0.0454329 0.0879265 0.0393769 0.0777043 0.0239841 0.0433098 0.0298398 -1.93777e-05 -3.7498e-05 7.15457e-06 -0.00160204 0.000138003 -0.00136342 0.000500011 -0.00276591 3.17854e-06 0.00391201 0.00361819 0.00152327 -0.00680495 -0.00401176 -0.00242318
internal_weight=0 260312 1.06465e+07 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 17862 7366 1.0605e+07 1.05232e+07 1.02312e+07 292002 169562 128060 87198 42590 31461 21549 44608 36041 13402 122440 84063
internal_count=10906858 260312 10646546 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 17862 7366 10604995 10523228 10231226 292002 169562 128060 87198 42590 31461 21549 44608 36041 13402 122440 84063
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 2 4 1 4 1 2 2 2 2 0 0 4 2 2 1 4 4 2 2 4 4 2 4 4
split_gain=155139 30027.3 2433.01 791.617 684.718 623.447 213.611 208.099 115.107 110.753 94.627 74.5438 63.385 48.1156 45.2371 43.6014 48.0086 42.6149 42.3069 41.2797 71.8914 68.5294 55.7204 70.4004 63.3353 173.227 244.926 143.178 140.019 99.063
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 19.913081271118635 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 17.500000000000004 10.500000000000002 4.5000000000000009 1.5000000000000002 19.913081271118635 19.500000000000004 22.500000000000004 3.5000000000000004 3.3324412719549321 2.4640282153822013 1.0000000180025095e-35 7.5000000000000009 3.7087252944443323 4.4131176835457824 3.5000000000000004 3.5746513084606542 5.567169351399671
decision_type=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 2 2
left_child=2 5 19 4 -4 7 17 8 -2 -8 13 -9 -10 -6 -12 16 -3 -7 -5 22 21 -21 -1 -24 25 28 27 -27 -25 -28
right_child=1 15 3 18 10 6 9 11 12 -11 14 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 24 -26 26 29 -29 -30 -31
leaf_value=-0.00019961258530551974 0.00046911082075169476 -0.049452905054342369 -0.00070980058655649718 0.25022434392745013 0.00059682405142140742 0.00046911082075169476 0.00046911082075169476 0.00046911082075169476 0.00046911082075169476 0.00046911082075169476 0.00059682405142140742 0.00046911082075169476 0.00046911082075169476 0.00059682405142140742 0.00059682405142140742 -0.40945290505434251 0.085547094945657778 0.00046911082075169476 -0.049775656072549884 -0.0011494080089657465 0.00046678244426479054 -0.015573121203971496 0.0069812478579821761 0.0019131650053358486 0.0013061081529428975 -0.0064379847028003924 0.0056334446696231673 -0.021418892740752683 0.022741794467789057 -0.0072141929130634004
leaf_weight=6208060 1263 32594 5016 1928 16531 31679 8561 7373 500 33266 2457 2306 755 1331 4909 875 8058 133082 9379 137904 242304 88944 195200 224913 3008706 44304 107788 44791 20654 281427
leaf_count=6208060 1263 32594 5016 1928 16531 31679 8561 7373 500 33266 2457 2306 755 1331 4909 875 8058 133082 9379 137904 242304 88944 195200 224913 3008706 44304 107788 44791 20654 281427
internal_value=0 0.0782146 7.72081e-05 0.0242281 0.0326676 0.0930114 0.0943085 0.0710421 0.0454329 0.0879265 0.0393769 0.0777043 0.0239841 0.0433098 0.0298398 0.000257664 0.000733051 0.0959286 0.00165384 -1.74163e-05 -0.000934452 -0.00221382 2.503e-05 0.000319799 0.000222982 -0.000616817 -0.00172524 -0.00645491 0.00154215 -0.000642575
internal_weight=0 260312 1.06465e+07 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 17862 7366 41527 40652 164761 11307 1.0605e+07 469152 226848 1.01358e+07 3.92778e+06 3.73258e+06 723877 478310 89095 245567 389215
internal_count=10906858 260312 10646546 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 17862 7366 41527 40652 164761 11307 10604995 469152 226848 10135843 3927783 3732583 723877 478310 89095 245567 389215
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 2 4 1 4 1 2 2 2 2 4 0 0 4 4 4 4 4 4 4 0 4 4 4 4
split_gain=155167 29989.9 2404.51 818.019 684.718 623.447 213.611 208.099 115.107 110.753 94.627 74.5438 63.385 48.1156 45.2371 42.6149 40.8705 54.6057 64.7408 86.2897 59.1298 93.92 118.71 71.5705 97.5249 59.0516 58.9658 144.368 66.0207 55.141
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 19.913081271118635 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 17.500000000000004 10.500000000000002 19.913081271118635 5.5000000000000009 1.5000000000000002 0.21462207961866353 0.36974713994338892 5.9016995952873224 6.1558307448191645 6.2930413920287149 5.567169351399671 5.364665132288887 4.5000000000000009 5.0882153925695146 4.9282305855150019 5.1740296579993013 5.6727216324632623
decision_type=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 2 2
left_child=2 5 16 4 -4 7 15 8 -2 -8 13 -9 -10 -6 -12 -7 17 -1 25 -20 23 -22 -23 24 26 -19 27 -21 -28 -25
right_child=1 -3 3 -5 10 6 9 11 12 -11 14 -13 -14 -15 -16 -17 -18 18 19 20 21 22 -24 29 -26 -27 28 -29 -30 -31
leaf_value=-0.00017582974300633936 0.00042219973867645426 0.0054923854510919414 -0.00063882052790091852 0.005201909534704896 0.00053714164627933776 0.00042219973867645426 0.00042219973867645426 0.00042219973867645426 0.00042219973867645426 0.00042219973867645426 0.00053714164627933776 0.00042219973867645426 0.00042219973867645426 0.00053714164627933776 0.00053714164627933776 0.00042219973867645426 -0.0019304671900316707 0.026198426229640505 -0.0016725189386737505 0.00034947383701342541 0.029644688604242832 -0.02957977129858165 0.0089972434437409991 -0.036722092950309281 0.028484035865778169 -0.038227742736491391 -0.039225926781396761 0.031964655370992648 -0.003079604682275239 -0.0054890213472557296
leaf_weight=7522881 1263 41527 5016 11307 16531 31679 8561 7373 500 33266 2457 2306 755 1331 4909 133082 360260 50970 20678 2200071 23038 11945 292551 11379 22924 10965 10811 21060 22797 22665
leaf_count=7522881 1263 41527 5016 11307 16531 31679 8561 7373 500 33266 2457 2306 755 1331 4909 133082 360260 50970 20678 2200071 23038 11945 292551 11379 22924 10965 10811 21060 22797 22665
internal_value=0 0.0782238 7.94812e-05 0.0240885 0.0326676 0.0930114 0.0943085 0.0710421 0.0454329 0.0879265 0.0393769 0.0777043 0.0239841 0.0433098 0.0298398 0.0959286 -1.45875e-05 2.22261e-05 0.000406047 0.000331627 0.000382042 0.00163952 0.00117374 0.000203875 0.000271902 0.00360216 0.000205922 0.000268827 -0.00395144 -0.00434732
internal_weight=0 260312 1.06465e+07 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 17862 7366 164761 1.0605e+07 1.02447e+07 2.72185e+06 2.65992e+06 2.63924e+06 327534 304496 2.31171e+06 2.27766e+06 61935 2.25474e+06 2.22113e+06 33608 34044
internal_count=10906858 260312 10646546 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 17862 7366 164761 10604995 10244735 2721854 2659919 2639241 327534 304496 2311707 2277663 61935 2254739 2221131 33608 34044
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 2 4 1 4 1 2 2 2 2 4 4 4 4 4 0 0 2 2 0 2 2 2 1 2
split_gain=155169 29989.9 2404.63 818.019 684.718 623.447 213.611 208.099 115.107 110.753 94.627 74.5438 63.385 48.1156 45.2371 42.6149 40.4292 138.701 87.9455 148.366 133.016 179.554 93.6907 227.197 87.0962 76.9124 91.3879 66.0322 65.8614 47.9908
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 19.913081271118635 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 17.500000000000004 10.500000000000002 19.913081271118635 1.0000000180025095e-35 0.30730898849689098 0.21462207961866353 0.063865034115743999 1.5000000000000002 4.5000000000000009 5.5000000000000009 8.5000000000000018 1.0000000180025095e-35 20.500000000000004 5.5000000000000009 7.5000000000000009 4.5000000000000009 22.500000000000004
decision_type=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 2 2
left_child=2 5 16 4 -4 7 15 8 -2 -8 13 -9 -10 -6 -12 -7 25 18 19 20 24 -22 -21 28 -18 26 -1 -28 -24 -19
right_child=1 -3 3 -5 10 6 9 11 12 -11 14 -13 -14 -15 -16 -17 17 29 -20 22 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.054445482310066851 0.00037997976480852458 0.0049431469059827652 -0.00057493847511054248 0.0046817185812344066 0.00048342748165168818 0.00037997976480852458 0.00037997976480852458 0.00037997976480852458 0.00037997976480852458 0.00037997976480852458 0.00048342748165168818 0.00037997976480852458 0.00037997976480852458 0.00048342748165168818 0.00048342748165168818 0.00037997976480852458 0.5814558150638931 8.8886957097678024e-05 -0.0043949870481732487 -0.014888061533517939 0.22094331947088641 -0.27835815610709541 0.22893707438896727 0.0037388096073861735 -0.1450396728586954 0.040128821669544838 -0.052027257570777509 0.00041953856375087639 -0.0025220527335523268 -0.0018323667937971688
leaf_weight=24025 1263 41527 5016 11307 16531 31679 8561 7373 500 33266 2457 2306 755 1331 4909 133082 240 9835693 39897 7446 6739 2437 3795 28481 34612 28563 11429 125576 599 455463
leaf_count=24025 1263 41527 5016 11307 16531 31679 8561 7373 500 33266 2457 2306 755 1331 4909 133082 240 9835693 39897 7446 6739 2437 3795 28481 34612 28563 11429 125576 599 455463
internal_value=0 0.0782238 7.89176e-05 0.0240885 0.0326676 0.0930114 0.0943085 0.0710421 0.0454329 0.0879265 0.0393769 0.0777043 0.0239841 0.0433098 0.0298398 0.0959286 -1.51532e-05 -4.14962e-05 -0.00336268 -0.00153292 -0.00554647 0.00516565 0.00284963 0.00514373 -0.00836681 0.00143201 0.000583742 -0.000413854 0.0263086 -1.39926e-06
internal_weight=0 260312 1.06465e+07 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 17862 7366 164761 1.0605e+07 1.04154e+07 124246 84349 44028 9176 40321 32875 34852 189593 161030 137005 4394 1.02912e+07
internal_count=10906858 260312 10646546 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 17862 7366 164761 10604995 10415402 124246 84349 44028 9176 40321 32875 34852 189593 161030 137005 4394 10291156
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 2 4 1 4 1 2 2 2 2 4 2 3 2 2 2 1 2 4 2 2 2 1 2 1
split_gain=155171 29989.9 2404.73 818.019 684.718 623.447 213.611 208.099 115.107 110.753 94.627 74.5438 63.385 48.1156 45.2371 42.6149 39.7331 39.3275 204.33 114.488 114.803 244.991 197.434 157.219 114.295 108.308 98.8712 234.212 179.29 214.143
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 19.913081271118635 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 17.500000000000004 10.500000000000002 19.913081271118635 6.5000000000000009 12.500000000000002 17.500000000000004 1.5000000000000002 8.5000000000000018 3.5000000000000004 6.5000000000000009 1.7488122461040476 20.500000000000004 16.500000000000004 15.500000000000002 2.5000000000000004 16.500000000000004 5.5000000000000009
decision_type=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 2 2
left_child=2 5 17 4 -4 7 15 8 -2 -8 13 -9 -10 16 -12 -7 -6 18 19 -1 22 25 -21 -24 -20 -22 -19 -28 -29 -30
right_child=1 -3 3 -5 10 6 9 11 12 -11 14 -13 -14 -15 -16 -17 -18 26 24 20 21 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=0.0042734816447747908 0.00034198178832767212 0.0044488322153844349 -0.00051744462759941714 0.00421354672311125 0.00043508473348623515 0.00034198178832767212 0.00034198178832767212 0.00034198178832767212 0.00034198178832767212 0.00034198178832767212 0.00043508473348623515 0.00034198178832767212 0.00034198178832767212 0.00043508473348623515 0.00043508473348623515 0.00034198178832767212 0.00043508473348623515 0.00035381652093740006 0.0049256631386606744 0.00020591755977861226 0.0044379307319501573 -0.0035777623490339753 -0.0021659007718355383 -0.019586803438695989 0.00063278081059632292 -0.0055670266019280492 -0.0029050524290894944 -0.0043567073896112699 0.0018103085405467567 -0.0028539142794183903
leaf_weight=163482 1263 41527 5016 11307 2492 31679 8561 7373 500 33266 2457 2306 755 1331 4909 133082 14039 4691648 425912 178306 474153 448968 77744 90398 374217 58975 1429347 234513 1571279 386053
leaf_count=163482 1263 41527 5016 11307 2492 31679 8561 7373 500 33266 2457 2306 755 1331 4909 133082 14039 4691648 425912 178306 474153 448968 77744 90398 374217 58975 1429347 234513 1571279 386053
internal_value=0 0.0782238 7.84104e-05 0.0240885 0.0326676 0.0930114 0.0943085 0.0710421 0.0454329 0.0879265 0.0393769 0.0777043 0.0239841 0.0433098 0.0298398 0.0959286 0.0447825 -1.56624e-05 0.000351067 -0.000340343 -0.000647626 -9.551e-05 -0.00221274 -0.00467105 0.00164036 0.0013539 -0.000116783 -0.000509335 0.00014011 0.000453168
internal_weight=0 260312 1.06465e+07 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 17862 7366 164761 16531 1.0605e+07 2.29216e+06 1.49203e+06 1.32854e+06 982096 346448 168142 800129 533128 8.31284e+06 3.62119e+06 2.19184e+06 1.95733e+06
internal_count=10906858 260312 10646546 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 17862 7366 164761 16531 10604995 2292155 1492026 1328544 982096 346448 168142 800129 533128 8312840 3621192 2191845 1957332
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 2 4 1 4 1 2 2 2 2 4 2 4 4 4 3 2 1 1 2 4 1 1 2 2
split_gain=155175 29989.9 2404.94 818.019 684.718 623.447 213.611 208.099 115.107 110.753 94.627 74.5438 63.385 48.1156 45.2371 42.6149 39.7331 35.6103 95.2915 98.4736 64.8899 145.096 206.022 159.568 361.537 168.923 157.083 200.988 150.039 149.648
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 19.913081271118635 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 17.500000000000004 10.500000000000002 19.913081271118635 6.5000000000000009 1.5244608314071051 1.4511300822629829 1.3902541801450066 12.500000000000002 17.500000000000004 1.5000000000000002 3.5000000000000004 5.5000000000000009 12.488862463994478 5.5000000000000009 4.5000000000000009 20.500000000000004 11.500000000000002
decision_type=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 2 2
left_child=2 5 17 4 -4 7 15 8 -2 -8 13 -9 -10 16 -12 -7 -6 18 19 -1 -19 23 -23 24 -22 29 27 -24 -29 -26
right_child=1 -3 3 -5 10 6 9 11 12 -11 14 -13 -14 -15 -16 -17 -18 20 -20 -21 21 22 26 -25 25 -27 -28 28 -30 -31
leaf_value=-0.000290156395458574 0.00030778360949454967 0.0040039489938459736 -0.0004657001648396886 0.00379219205079977 0.0003915762601373274 0.00030778360949454967 0.00030778360949454967 0.00030778360949454967 0.00030778360949454967 0.00030778360949454967 0.0003915762601373274 0.00030778360949454967 0.00030778360949454967 0.0003915762601373274 0.0003915762601373274 0.00030778360949454967 0.0003915762601373274 0.0018949086804655125 -0.0031483903218928692 0.0033689916916161524 -0.007275561441289824 -0.0061567999676551471 -0.0010395168986026882 -0.0007743880681363003 0.0073100186505896227 0.072699462092025866 -0.0054317541432313378 0.01259667940203766 0.0011155900953353282 0.0010631120542729632
leaf_weight=3492805 1263 41527 5016 11307 2492 31679 8561 7373 500 33266 2457 2306 755 1331 4909 133082 14039 1441000 251165 213253 197857 450443 888507 1719805 716435 32512 211566 130070 136541 723036
leaf_count=3492805 1263 41527 5016 11307 2492 31679 8561 7373 500 33266 2457 2306 755 1331 4909 133082 14039 1441000 251165 213253 197857 450443 888507 1719805 716435 32512 211566 130070 136541 723036
internal_value=0 0.0782238 7.73396e-05 0.0240885 0.0326676 0.0930114 0.0943085 0.0710421 0.0454329 0.0879265 0.0393769 0.0777043 0.0239841 0.0433098 0.0298398 0.0959286 0.0447825 -1.67374e-05 -0.000254244 -0.000126496 0.000124643 -3.97175e-05 -0.000760706 0.000346791 0.00104309 0.00158256 -0.000149413 0.000309406 0.00271744 0.00142156
internal_weight=0 260312 1.06465e+07 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 17862 7366 164761 16531 1.0605e+07 3.95722e+06 3.70606e+06 6.64777e+06 5.20677e+06 1.81713e+06 3.38964e+06 1.66984e+06 1.47198e+06 1.36668e+06 1.15512e+06 266611 1.43947e+06
internal_count=10906858 260312 10646546 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 17862 7366 164761 16531 10604995 3957223 3706058 6647772 5206772 1817127 3389645 1669840 1471983 1366684 1155118 266611 1439471
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 2 2 4 1 4 1 2 2 2 2 4 2 1 0 0 0 0 4 4 4 2 2 1 1 2
split_gain=155181 29993 2405.37 818.019 684.718 623.447 213.611 208.099 115.107 110.753 94.627 74.5438 63.385 48.1156 45.2371 42.6149 39.7331 35.5061 34.4249 48.0086 34.3584 42.1026 64.4494 71.2026 48.6208 49.4809 50.0823 61.2193 47.7995 65.4264
threshold=19.031470636161817 4361.7762099207484 17.363445469100128 18.500000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 19.913081271118635 3.5000000000000004 19.913081271118635 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 17.500000000000004 10.500000000000002 19.913081271118635 6.5000000000000009 3.5000000000000004 4.5000000000000009 1.5000000000000002 5.5000000000000009 1.5000000000000002 0.21462207961866353 0.41269033324789184 7.2755387962326052 20.500000000000004 4.5000000000000009 3.5000000000000004 3.5000000000000004 11.500000000000002
decision_type=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 2 2
left_child=2 5 20 4 17 7 15 8 -2 -8 13 -9 -10 16 -12 -7 -6 -4 19 -3 21 -1 -23 -24 -25 26 27 -26 29 -28
right_child=1 18 3 -5 10 6 9 11 12 -11 14 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 24 25 -27 28 -29 -30 -31
leaf_value=-0.00018374765516355752 0.00027700524854523678 -0.046396445905538646 0.19958086985164414 0.0034129728457195085 0.00035241863412380784 0.00027700524854523678 0.00027700524854523678 0.00027700524854523678 0.00027700524854523678 0.00027700524854523678 0.00035241863412380784 0.00027700524854523678 0.00027700524854523678 0.00035241863412380784 0.00035241863412380784 0.00027700524854523678 0.00035241863412380784 -0.050419130148355862 -0.37039644590553888 0.075103554094461344 -0.0017285479646124815 0.015407876827747203 -0.0011567613692482937 0.00043154050161811066 -0.028531044025399056 -0.0076591114371719728 0.070255304003557492 0.0093458040609879951 0.0086950128536450681 0.019140867686165387
leaf_weight=7522881 1263 32594 1985 11307 2492 31679 8561 7373 500 33266 2457 2306 755 1331 4909 133082 14039 3031 875 8058 360260 61935 30619 2405036 12797 42905 26346 30631 62354 49231
leaf_count=7522881 1263 32594 1985 11307 2492 31679 8561 7373 500 33266 2457 2306 755 1331 4909 133082 14039 3031 875 8058 360260 61935 30619 2405036 12797 42905 26346 30631 62354 49231
internal_value=0 0.0782231 7.51981e-05 0.0240885 0.0326676 0.0930114 0.0943085 0.0710421 0.0454329 0.0879265 0.0393769 0.0777043 0.0239841 0.0433098 0.0298398 0.0959286 0.0447825 -0.00107656 0.000310641 0.000733051 -1.88873e-05 1.48662e-05 0.000351892 0.00027764 0.000333473 0.0017417 0.00246417 -0.000497375 0.00339663 0.00508753
internal_weight=0 260312 1.06465e+07 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 17862 7366 164761 16531 5016 41527 40652 1.0605e+07 1.02447e+07 2.72185e+06 2.65992e+06 2.6293e+06 224264 181359 43428 137931 75577
internal_count=10906858 260312 10646546 41551 30244 218785 206588 12197 2518 41827 25228 9679 1255 17862 7366 164761 16531 5016 41527 40652 10604995 10244735 2721854 2659919 2629300 224264 181359 43428 137931 75577
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
Column_2=1191
Column_4=1024
Column_1=624
Column_3=86
Column_0=75

parameters:
[boosting: gbdt]
[objective: regression_l1]
[metric: l1]
[tree_learner: serial]
[device_type: cpu]
[linear_tree: 0]
[data: ]
[valid: ]
[num_iterations: 100]
[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: ]
[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:null
