tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=136
objective=regression
feature_names=wdir_lag_1 wdir_lag_3 wdir_lag_6 wdir_lag_12 wspd_lag_1 wspd_lag_3 wspd_lag_6 wspd_lag_12 gst_lag_1 gst_lag_3 gst_lag_6 gst_lag_12 wvht_lag_1 wvht_lag_3 wvht_lag_6 wvht_lag_12 dpd_lag_1 dpd_lag_3 dpd_lag_6 dpd_lag_12 apd_lag_1 apd_lag_3 apd_lag_6 apd_lag_12 mwd_lag_1 mwd_lag_3 mwd_lag_6 mwd_lag_12 pres_lag_1 pres_lag_3 pres_lag_6 pres_lag_12 atmp_lag_1 atmp_lag_3 atmp_lag_6 atmp_lag_12 wtmp_lag_1 wtmp_lag_3 wtmp_lag_6 wtmp_lag_12 dewp_lag_1 dewp_lag_3 dewp_lag_6 dewp_lag_12 vis_lag_1 vis_lag_3 vis_lag_6 vis_lag_12 tide_lag_1 tide_lag_3 tide_lag_6 tide_lag_12 ground_energy_lag_1 ground_energy_lag_3 ground_energy_lag_6 ground_energy_lag_12 ground_dir_lag_1 ground_dir_lag_3 ground_dir_lag_6 ground_dir_lag_12 ground_quality_lag_1 ground_quality_lag_3 ground_quality_lag_6 ground_quality_lag_12 mid_energy_lag_1 mid_energy_lag_3 mid_energy_lag_6 mid_energy_lag_12 mid_dir_lag_1 mid_dir_lag_3 mid_dir_lag_6 mid_dir_lag_12 mid_quality_lag_1 mid_quality_lag_3 mid_quality_lag_6 mid_quality_lag_12 wind_energy_lag_1 wind_energy_lag_3 wind_energy_lag_6 wind_energy_lag_12 wind_dir_lag_1 wind_dir_lag_3 wind_dir_lag_6 wind_dir_lag_12 wind_quality_lag_1 wind_quality_lag_3 wind_quality_lag_6 wind_quality_lag_12 ground_dir_sin_lag_1 ground_dir_sin_lag_3 ground_dir_sin_lag_6 ground_dir_sin_lag_12 ground_dir_cos_lag_1 ground_dir_cos_lag_3 ground_dir_cos_lag_6 ground_dir_cos_lag_12 mid_dir_sin_lag_1 mid_dir_sin_lag_3 mid_dir_sin_lag_6 mid_dir_sin_lag_12 mid_dir_cos_lag_1 mid_dir_cos_lag_3 mid_dir_cos_lag_6 mid_dir_cos_lag_12 wind_dir_sin_lag_1 wind_dir_sin_lag_3 wind_dir_sin_lag_6 wind_dir_sin_lag_12 wind_dir_cos_lag_1 wind_dir_cos_lag_3 wind_dir_cos_lag_6 wind_dir_cos_lag_12 mwd_sin_lag_1 mwd_sin_lag_3 mwd_sin_lag_6 mwd_sin_lag_12 mwd_cos_lag_1 mwd_cos_lag_3 mwd_cos_lag_6 mwd_cos_lag_12 wdir_sin_lag_1 wdir_sin_lag_3 wdir_sin_lag_6 wdir_sin_lag_12 wdir_cos_lag_1 wdir_cos_lag_3 wdir_cos_lag_6 wdir_cos_lag_12 wd_lag_1 wd_lag_3 wd_lag_6 wd_lag_12 bar_lag_1 bar_lag_3 bar_lag_6 bar_lag_12 station_id
feature_infos=[0:360] [0:360] [0:360] [0:360] [0:21.799999237060547] [0:21.200000762939453] [0:25] [0:23] [0:29.299999237060547] [0:27.100000381469727] [0:31.200000762939453] [0:28.5] [0.25999999046325684:9.6599998474121094] [0:10.529999732971191] [0:9.4600000381469727] [0:10.899999618530273] [2.5999999046325684:23.530000686645508] [0:23.530000686645508] [0:23.530000686645508] [0:23.530000686645508] [2.9700000286102295:17.819999694824219] [0:17.819999694824219] [0:19.340000152587891] [0:17.209999084472656] [0:497] [0:497] [0:464] [0:455] [0:1038.0999755859375] [0:1037.5] [0:1037.699951171875] [0:1038.300048828125] [0:26.299999237060547] [0:27.799999237060547] [0:26.100000381469727] [0:25.899999618530273] [6.1999998092651367:24.799999237060547] [0:24.600000381469727] [0:24.799999237060547] [0:24.600000381469727] [-7.4000000953674316:23.200000762939453] [-9.6000003814697266:22.700000762939453] [-7.9000000953674316:22.899999618530273] [-9.6000003814697266:22.700000762939453] none none none none none none none none [0:878.6400146484375] [0:968.280029296875] [0:834.27001953125] [0:862.32000732421875] [0:359.93472290039062] [0:359.9815673828125] [0:359.97222900390625] [0:359.91531372070312] [0:1370.821044921875] [0:1370.821044921875] [0:0.96832031011581421] [0:0.96592772006988525] [0:285.14999389648438] [0:283.6300048828125] [0:314.1300048828125] [0:339.26998901367188] [0:359.98739624023438] [0:359.75848388671875] [0:359.95089721679688] [0:359.95086669921875] [0:0.96948069334030151] [0:0.97000002861022949] [0:0.96628022193908691] [0:0.96894651651382446] [0:150.30999755859375] [0:122.26999664306641] [0:117.86000061035156] [0:111.01999664306641] [0:359.97418212890625] [0:359.98101806640625] [0:359.864990234375] [0:359.919189453125] [0:250.69261169433594] [0:0.95387572050094604] [0:380.48614501953125] [0:46.998142242431641] [-1:0.99999970197677612] [-1:1] [-1:0.99999982118606567] [-1:0.99999940395355225] [-1:1] [-1:1] [-1:1] [-1:1] [-1:0.99999934434890747] [-1:0.99999934434890747] [-1:0.99999934434890747] [-1:0.99999958276748657] [-1:1] [-1:1] [-0.99999994039535522:1] [-0.99999994039535522:1] [-1:0.99999767541885376] [-1:0.99989962577819824] [-1:0.99999940395355225] [-1:0.99998730421066284] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [0:360] [0:360] [0:360] [0:360] [0:1031.300048828125] [0:1031] [0:1031.0999755859375] [0:1032.699951171875] -1:0:5:6:7:11:9:8:10:4:3:2:1:12
tree_sizes=3113 3172 3161 3196 3167 3178 3198 3170 3168 3183 3138 3167 3166 3170 3163 3170 3177 3150 3161 3214 3190 3176 3180 3179 3167 3195 3174 3158 3203 3178 3202 3192 3152 3201 3186 3176 3194 3185 3189 3196 3189 3197 3204 3190 3175 3174 3178 3186 3157 3197 3146 3164 3185 3192 3177 3169 3170 3190 3172 3179 3182 3182 3172 3215 3185 3202 3181 3157 3163 3177 3193 3215 3204 3187 3203 3158 3185 3149 3178 3142 3213 3179 3196 3173 3123 3171 3162 3185 3194 3154 3191 3158 3169 3132 3176 3154 3149 3197 3168 3137 3207 3112 3126 3112 3154 3145 3130 3105 3162 3171 3069 3125 3129 2998 3141 3128 3141 3153 3154 3143 3113 3126 3093 3092 3183 3148 3089 3142 3078 3035 3116 3117 3088 2915 2992 2974 3007 3131 3027 2952 2899 2997 3032 2905 3057 2969 2982 3002 2976 2903 3132 3088 2947 3102 2896 2983 2958 2937 2921 3136 3103 2983 3061 2999 3043 2934 2896 2959 2934 2871 2947 2977 3050 2923 3092 3045 2928 2994 2988 3003 2936 2922 3129 3155 3149 3037 3094 2921 3020 3081 2883 2943 2952 2900 3037 2956 2951 2945 2953 3038 3042 3034 3051 2894 3033 2955 2961 2922 2963 2891 3038 3019 3017 3031 3037 2956 2930 2923 3005 2950 3073 3070 2984 3153 2925 3110 2947 2873 3046 2915 2841 2917 2937 2877 3102 2967 2908 3010 3033 3052 2952 2938 2976 2975 2940 2931 3053 2908 2923 2952 2974 3082 3010 2908 2978 2939 3038 3080 3062 2963 2875 2900 2966 2863 2945 2993 3133 2895 2947 2907 2990 2991 2895 3124 2944 2873 2875 3032 2886 2873 2949 2931 3031 2938 2867 3132 3110 2890 2884 3099 3031 3139 3041 3055 3047 3015 3036 3111 2978 3109 3039 3027 2945 2921 3024 3007 3108 2999 2903 2911 3090 3098 3072 3038 2865 3161 3110 3011 3013 3038 2875 2892 3004 2885 2913 2969 2875 2986 2966 2970 2923 2870 2887 2917 2921 3022 3000 3013 2917 3017 2907 2924 3087 2909 2914 2854 2928 2892 2928 2891 2939 3051 2942 3014 2953 2998 2913 2974 3159 2939 3045 2989 3028 3038 2977 3049 3104 2961 3037 2921 2925 2943 2923 2994 2968 3132 2884 3085 3137 2852 2981 2961 3007 3123 3050 2969 2957 2977 2966 2953 2878 3004 2905 2879 2928 2931 2874 3027 2988 2899 2883 3093 2857 2921 3071 2909 2946 2927 2986 2885 3088 2955 3171 2927 2947 2952 2904 3034 2870 2993 2923 3048 3115 2890 3035 2889 2955 3008 2894 3004 2890 3083 2897 3058 2925 2875 2891 2863 2914 2965 2982 3021 2977 3015 2981 2904 2903 2919

Tree=0
num_leaves=31
num_cat=1
split_feature=56 111 57 60 57 90 88 82 90 59 88 80 112 88 52 60 88 90 93 91 61 57 52 94 60 100 136 89 90 91
split_gain=150447 13724.1 8338.15 2070.27 1110.69 958.943 900.878 533.05 387.354 343.71 309.39 274.825 263.235 247.666 190.688 185.142 175.678 126.38 98.5235 89.146 85.5244 82.4187 82.1726 73.0305 72.8511 70.8508 60.6793 59.8638 56.9812 55.1508
threshold=197.10121154785159 0.99999991059303295 238.94032287597659 0.45289181172847753 213.25239562988284 -0.58349326252937306 -0.82521855831146229 1.0000000180025095e-35 -0.74596008658409108 208.26368713378909 -0.68199357390403736 231.77751922607425 -0.87878364324569691 -0.55467808246612538 3.0049999952316289 0.42731185257434851 -0.62578403949737538 -0.28408059477806086 -0.88174536824226368 -0.63279208540916432 0.36027471721172338 196.89773559570315 3.9650000333786015 -0.88271468877792347 0.63168570399284374 0.46409603953361517 0 -0.41617116332054133 -0.74596008658409108 -0.64716172218322743
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 1 2 2 2
left_child=1 4 5 8 9 10 12 21 14 17 15 28 24 18 20 29 -8 -1 -7 -13 -4 -3 -10 -11 -5 -16 -19 -15 -6 -2
right_child=2 7 3 6 11 13 16 -9 22 23 -12 19 -14 27 25 -17 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.35393039349539951 -0.36970493062021886 -0.33739398065201187 -0.36949831343712908 -0.38109128240188189 -0.37438916983190912 -0.36044755285577074 -0.3761472172500166 -0.3590611166857286 -0.36669077578944953 -0.35462636309762907 -0.36433760695430845 -0.36420850617260547 -0.37904589509337838 -0.36019910810576766 -0.37910385779790184 -0.37387139016955434 -0.36950498468979442 -0.34701793990238755 -0.36523608999241952 -0.35868348021783081 -0.37401620691185727 -0.36062570315823994 -0.37232903224274877 -0.36025319720723775 -0.38335234546831914 -0.37445293582695993 -0.35249474941131376 -0.35603546315779189 -0.36628104647640486 -0.36528403246703389
leaf_weight=16282 18421 636606 18886 51888 5660 18169 52263 2855 28431 9857 30054 14182 73376 14375 18650 24581 12297 20587 26277 15047 23521 382 8363 13896 113660 14598 6747 21612 3511 11433
leaf_count=16282 18421 636606 18886 51888 5660 18169 52263 2855 28431 9857 30054 14182 73376 14375 18650 24581 12297 20587 26277 15047 23521 382 8363 13896 113660 14598 6747 21612 3511 11433
internal_value=-0.355125 -0.340263 -0.374203 -0.377975 -0.356947 -0.36469 -0.380123 -0.337505 -0.37218 -0.353079 -0.36841 -0.363734 -0.381539 -0.360782 -0.374227 -0.370658 -0.374882 -0.350443 -0.363279 -0.361364 -0.372004 -0.337408 -0.367972 -0.357918 -0.382644 -0.377062 -0.348366 -0.357699 -0.371285 -0.368012
internal_weight=1.32647e+06 745612 580855 415933 105769 164922 303484 639843 112449 67369 84489 38400 238924 80433 75655 54435 64560 43616 44446 29229 42407 636988 36794 23753 165548 33248 27334 35987 9171 29854
internal_count=1326467 745612 580855 415933 105769 164922 303484 639843 112449 67369 84489 38400 238924 80433 75655 54435 64560 43616 44446 29229 42407 636988 36794 23753 165548 33248 27334 35987 9171 29854
cat_boundaries=0 1
cat_threshold=1850
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=88 111 57 60 88 57 88 58 58 58 59 52 117 58 68 60 88 116 58 73 91 61 93 81 58 60 91 91 52 88
split_gain=135287 11508.2 8602.1 1887.42 1095.05 1002.37 787.135 473.383 358.476 336.319 314.781 220.561 214.853 208.319 203.899 177.365 166.138 115.698 112.04 98.6113 90.986 85.3649 80.9324 76.9907 71.9059 66.8895 64.0141 61.1373 57.5256 50.839
threshold=-0.22483345866203305 0.99999991059303295 238.94032287597659 0.45725698769092565 -0.60332545638084401 217.16017913818362 -0.83999592065811146 199.16585540771487 215.436149597168 228.61101531982425 208.26368713378909 2.0349999666213994 0.47714059054851538 205.77494812011722 1.0000000180025095e-35 0.38281616568565374 -0.6877559721469878 0.56638467311859142 196.21112823486331 0.28128394484519964 -0.60439130663871754 0.36027471721172338 -0.88174536824226368 248.4364929199219 208.57098388671878 0.65070509910583507 -0.31081713736057276 -0.56506499648094166 3.0049999952316289 -0.77436810731887806
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 4 9 8 10 12 19 22 29 18 21 25 26 -7 -10 -8 -13 28 -3 -16 -11 -1 -17 -12 -5 -6 -15 -2 -4
right_child=1 7 3 6 13 14 16 -9 15 11 24 17 -14 27 20 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0051349602418467753 0.003942855444789682 0.016851593038117119 -0.013160525900030098 -0.024818888469666931 -0.0031801248315522115 -0.015998956813169325 -0.020718481063016186 -0.0079179736146417108 -0.01107135299571858 -0.012235691715910357 -6.8154080512350474e-05 -0.021921019245210994 -0.022693412246332603 -0.0086136323607454834 -0.0094369407588853066 -0.020332566927102991 -0.015356770437181097 -0.017131343399869586 0.0012037665436403641 0.0024448641581559152 -0.0035781947130440806 -0.017080822027824821 -0.0099039738092467008 -0.015078314935963164 -0.0057561656490040186 -0.026898708271988078 0.0009620390701686422 -0.0045449144523825357 0.0088851483717752016 -0.008739987016811555
leaf_weight=14966 10276 636574 16218 60481 20599 7563 51457 1939 27171 17276 11641 29413 61515 18563 14163 9263 20088 22068 14443 1190 12454 19188 21935 28189 10630 107143 17046 18369 13787 10859
leaf_count=14966 10276 636574 16218 60481 20599 7563 51457 1939 27171 17276 11641 29413 61515 18563 14163 9263 20088 22068 14443 1190 12454 19188 21935 28189 10630 107143 17046 18369 13787 10859
internal_value=7.01436e-06 0.0143387 -0.0177841 -0.0217075 -0.0085223 -0.00190399 -0.0237913 0.0167497 -0.0119016 -0.0162603 0.00194845 -0.0177605 -0.0252208 -0.00392197 -0.00875419 -0.0141467 -0.0192131 -0.0198679 0.00468504 0.0168247 -0.00669565 -0.0147853 -0.0079698 -0.0163778 -0.00278306 -0.0261483 -0.00130452 -0.00658996 0.00677456 -0.0113877
internal_weight=1.32647e+06 734660 591807 415706 176101 94957 300684 639703 101524 115022 60777 87945 229139 74577 34180 64623 71545 51481 38506 637764 26617 36464 36901 37452 22271 167624 37645 36932 24063 27077
internal_count=1326467 734660 591807 415706 176101 94957 300684 639703 101524 115022 60777 87945 229139 74577 34180 64623 71545 51481 38506 637764 26617 36464 36901 37452 22271 167624 37645 36932 24063 27077
is_linear=0
shrinkage=0.05


Tree=2
num_leaves=31
num_cat=0
split_feature=56 111 57 60 57 88 90 58 116 59 90 88 68 88 60 88 52 60 58 90 57 59 58 112 88 52 57 52 63 81
split_gain=122601 11640.1 6431.02 1697.3 912.875 814.544 716.083 437.761 305.048 287.395 250.892 242.479 205.642 161.955 152.982 138.161 132.851 104.158 91.3332 87.0216 85.6175 82.1684 80.2017 73.9675 62.5619 56.5748 52.5273 52.2963 51.601 50.1608
threshold=198.58361816406253 0.99999991059303295 238.08215332031253 0.41699147224426275 213.25239562988284 -0.7959839105606078 -0.5666942000389098 185.88105773925784 0.52247866988182079 200.7541198730469 -0.70262134075164784 -0.70409920811653126 1.0000000180025095e-35 -0.56290641427040089 0.38891325891017919 -0.53691497445106495 1.7749999761581423 0.58054903149604808 196.21112823486331 -0.54164007306098927 201.27823638916018 199.2976989746094 208.57098388671878 -0.8703225553035735 -0.92562118172645558 6.0850000381469735 208.60371398925784 3.4450000524520878 0.36345851421356207 246.82061767578128
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 6 10 9 8 11 20 17 18 16 14 -6 21 -2 -7 28 27 -1 -14 -3 -8 -11 -18 -19 -10 -13 -5 -4 -16
right_child=2 7 3 5 12 15 13 -9 25 22 -12 26 19 -15 29 -17 23 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0064788991246170482 -0.011013051365931311 0.016003476278936848 -0.011176779839919798 -0.02029252945053003 -0.014995552064389956 -0.01780497499250978 -0.0041041750628745847 -0.0056331230802944511 -0.018372888861678725 0.0003720015319120242 -0.010688896308106436 -0.0062889520499351884 -0.008319103903741602 -0.0025392891161843999 -0.019914612675375282 -0.010556612194181029 -0.020917853884834345 -0.025697214744299014 0.0014448865770904135 -0.0031070766412531672 -0.004120030825165856 -0.0088214968038004323 -0.0047041273034446676 -0.016398983161624987 -0.023342196763584958 -0.021499968330969496 -0.010343037496566005 -0.023620761205784161 -0.015711911792407541 -0.015211572415166281
leaf_weight=24837 22994 637047 12079 17650 7740 48793 13840 2350 20789 18702 28503 14455 17397 32511 7780 7598 15213 110408 14140 14840 529 27720 13326 22374 37875 47539 17864 35627 13047 20900
leaf_count=24837 22994 637047 12079 17650 7740 48793 13840 2350 20789 18702 28503 14455 17397 32511 7780 7598 15213 110408 14140 14840 529 27720 13326 22374 37875 47539 17864 35627 13047 20900
internal_value=6.66418e-06 0.0133149 -0.017356 -0.0206081 -0.00163346 -0.0222937 -0.00876642 0.0159074 -0.0234357 0.00176913 -0.0145786 -0.0119268 -0.00767697 -0.00518271 -0.0140514 -0.0168283 -0.0163464 -0.0244144 0.00465267 -0.0059198 0.0159868 -0.00725057 -0.00174004 -0.018228 -0.0250957 -0.0205485 -0.00852981 -0.0225182 -0.0135317 -0.0164874
internal_weight=1.32647e+06 750908 575559 417495 110982 326279 158064 639926 269888 71005 91216 83993 39977 74071 51674 56391 62713 201560 38977 32237 637576 41560 32028 37587 148283 68328 32319 53277 25126 28680
internal_count=1326467 750908 575559 417495 110982 326279 158064 639926 269888 71005 91216 83993 39977 74071 51674 56391 62713 201560 38977 32237 637576 41560 32028 37587 148283 68328 32319 53277 25126 28680
is_linear=0
shrinkage=0.05


Tree=3
num_leaves=31
num_cat=1
split_feature=56 111 57 60 59 112 90 82 90 57 89 88 88 93 88 52 60 61 136 16 62 90 88 57 90 59 90 56 60 90
split_gain=110647 10505.2 5803.99 1533.12 828.771 700.965 646.265 396.632 263.655 255.387 238.24 218.838 208.008 150.272 145.743 143.667 138.189 113.577 88.6087 78.7848 74.4544 69.6376 68.2235 63.1425 61.3803 55.5888 55.2577 53.7238 53.7123 52.5783
threshold=198.58361816406253 0.99999991059303295 238.08215332031253 0.43359622359275823 219.14482116699222 -0.8338540494441985 -0.5666942000389098 1.0000000180025095e-35 -0.62131059169769276 199.88430023193362 -0.71024402976036061 -0.70409920811653126 -0.70409920811653126 -0.88174536824226368 -0.88416260480880726 3.1950000524520878 0.42731185257434851 0.44483830034732824 0 12.50999975204468 0.35899662971496588 -0.17041142284870145 -0.67024502158164967 196.89773559570315 -0.76639544963836659 199.2976989746094 -0.52369385957717884 239.07808685302737 0.42731185257434851 -0.41416043043136591
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 8 9 14 11 23 15 18 17 16 24 25 19 20 -2 -6 -1 -5 -4 -20 28 -3 -7 -8 -14 -16 -15 -12
right_child=2 7 3 5 10 12 13 -9 -10 -11 29 -13 26 22 27 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012927823406835544 -0.011037430354028658 0.015208635983034253 -0.01169659491669265 -0.022183124019391667 -0.0085333831372553428 -0.019863798659426751 -0.00043636183710920147 -0.0032484076497526649 -0.0098275717552974186 -0.0020003945712897498 -0.0058652278221393963 -0.008103316244214542 -0.014806060736279981 -0.0073697806603286219 -0.01576221871585861 -0.018437275936524961 -0.016241286090150537 -0.016871453542806638 0.0029458716738431871 -0.024373035374097622 -0.015731023578463135 0.0073462358120651924 -0.0049837927245202111 -0.0050726886577497987 -0.01670650728390961 -0.0043457365120937487 -0.0084131831661376551 -0.020933636296977937 -0.012999484657081751 -0.0011602072544236546
leaf_weight=6146 28722 636614 20244 65920 11890 61771 15838 2928 25468 26597 13597 32319 17437 12448 5983 29472 22952 6221 17510 108950 26283 18480 18010 384 20503 21352 4193 31271 6423 10541
leaf_count=6146 28722 636614 20244 65920 11890 61771 15838 2928 25468 26597 13597 32319 17437 12448 5983 29472 22952 6221 17510 108950 26283 18480 18010 384 20503 21352 4193 31271 6423 10541
internal_value=6.33052e-06 0.0126492 -0.0164882 -0.0195777 -0.00155179 -0.0212945 -0.0083281 0.015112 -0.0142304 0.00183577 -0.00706285 -0.0113304 -0.0179299 -0.00492357 -0.0229426 -0.0157058 -0.0133488 -0.0113975 0.00425722 -0.0235475 -0.0139756 0.00520391 -0.00718508 0.0151964 -0.019077 -0.00268086 -0.0135668 -0.0201031 -0.00928593 -0.00381056
internal_weight=1.32647e+06 750908 575559 417495 110982 316028 158064 639926 101467 68733 42249 83993 103904 74071 212124 75999 51674 18111 42136 174870 46527 35990 36881 636998 82274 37190 21630 37254 18871 24138
internal_count=1326467 750908 575559 417495 110982 316028 158064 639926 101467 68733 42249 83993 103904 74071 212124 75999 51674 18111 42136 174870 46527 35990 36881 636998 82274 37190 21630 37254 18871 24138
cat_boundaries=0 1
cat_threshold=6352
is_linear=0
shrinkage=0.05


Tree=4
num_leaves=31
num_cat=2
split_feature=56 111 57 60 57 88 90 58 117 59 80 90 93 88 60 16 88 60 136 88 69 90 61 58 52 59 60 136 52 90
split_gain=99859.3 9480.94 5239.89 1375.31 753.433 667.339 602.518 364.55 271.505 230.768 206.534 203.846 173.773 171.061 120.612 106.9 104.251 83.5504 78.2565 76.6208 75.342 73.4399 67.51 66.8437 66.7984 57.265 52.2447 52.1691 49.8713 48.1392
threshold=198.58361816406253 0.99999991059303295 238.94032287597659 0.41489531099796301 210.96268463134768 -0.78184598684310902 -0.63469424843788136 199.16585540771487 0.47714059054851538 199.2976989746094 231.77751922607425 -0.7621537148952483 -0.88174536824226368 -0.7465946078300475 0.45289181172847753 12.50999975204468 -0.53691497445106495 0.57149705290794384 0 -0.61845427751541127 161.72990417480472 -0.45315317809581751 0.36027471721172338 208.57098388671878 6.0850000381469735 199.2976989746094 0.42731185257434851 1 2.304999947547913 -0.74596008658409108
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2
left_child=1 4 6 11 9 8 13 20 17 18 29 15 25 14 -2 22 -7 -5 -1 26 -3 -12 -4 -11 -10 -8 -14 -15 -13 -6
right_child=2 7 3 5 10 16 12 -9 24 23 21 28 19 27 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0064493663043568537 -0.011190006717966248 0.014448190358008857 -0.011696328023313036 -0.020363297785848587 -0.016141797377757654 -0.015797782601367948 -0.00048731080103570713 -0.0067828090093430705 -0.016630924205071874 0.00052887391118257147 -0.0068393337200051479 -0.008352529575562791 -0.0072237179685698052 -0.012518443279562334 -0.01657461212987742 -0.019459335279249174 -0.0094431289039440605 -0.022802744787947166 0.0017791604009498654 -0.0047589809118681603 0.0023242530270490137 -0.0020092073686845133 -0.015557286767353979 -0.0041078695595928956 -0.019680536250278047 -0.0042992959858180451 -0.011846885667226579 -0.0073912637170193409 -0.01237582035175519 -0.0088077793360784029
leaf_weight=20991 27526 636609 20014 46961 5737 42839 16816 2033 24768 19258 19308 19524 15815 6239 16715 10553 7599 138969 15703 18003 1284 13284 26069 13033 65291 23790 9959 25388 12721 3668
leaf_count=20991 27526 636609 20014 46961 5737 42839 16816 2033 24768 19258 19308 19524 15815 6239 16715 10553 7599 138969 15703 18003 1284 13284 26069 13033 65291 23790 9959 25388 12721 3668
internal_value=6.01365e-06 0.0120167 -0.0156638 -0.0186273 -0.00147421 -0.0201287 -0.00798366 0.0143564 -0.0210952 0.00174018 -0.00675421 -0.0131132 -0.00507658 -0.011217 -0.0132244 -0.01492 -0.0148404 -0.0221866 0.00445302 -0.00726185 0.0144238 -0.00487065 -0.0138805 -0.00134257 -0.0188418 -0.00272065 -0.0090101 -0.00840899 -0.00993976 -0.0132815
internal_weight=1.32647e+06 750908 575559 415308 110982 326427 160251 639926 275989 68985 41997 88881 84383 75868 44241 56636 50438 185930 36694 43777 637893 32592 46083 32291 90059 40606 25774 31627 32245 9405
internal_count=1326467 750908 575559 415308 110982 326427 160251 639926 275989 68985 41997 88881 84383 75868 44241 56636 50438 185930 36694 43777 637893 32592 46083 32291 90059 40606 25774 31627 32245 9405
cat_boundaries=0 1 2
cat_threshold=1578 6272
is_linear=0
shrinkage=0.05


Tree=5
num_leaves=31
num_cat=2
split_feature=56 111 89 61 59 59 88 102 58 89 57 58 92 24 60 61 58 136 63 117 60 81 92 88 88 90 90 136 91 90
split_gain=90218.1 8580.87 4743.97 1476.03 688.388 539.013 491.996 310.602 266.2 207.757 189.601 170.615 156.462 149.158 140.305 101.319 100.34 81.1089 70.2758 68.9624 68.5897 65.2175 63.8433 56.0625 56.0432 55.9601 51.6091 48.4032 46.6939 45.2254
threshold=198.58361816406253 0.99999991059303295 -0.6830310821533202 0.44020745158195501 212.94972229003909 219.14482116699222 -0.86786568164825428 0.97378492355346691 229.46570587158206 -0.74452722072601307 196.89773559570315 233.69169616699222 -0.63225647807121266 298.50000000000006 0.37489013373851782 0.47621883451938635 205.77494812011722 0 0.34302677214145666 0.59480014443397533 0.54009971022605907 156.94623565673831 -0.51357385516166676 -0.7465946078300475 -0.50113797187805165 -0.54164007306098927 -0.17041142284870145 1 -0.7585928440093993 -0.55024287104606617
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2
left_child=1 4 3 8 10 16 13 -3 23 15 17 27 -8 20 19 -6 -4 -1 -13 -10 -5 -9 -16 -2 -20 -11 -19 -7 -14 -12
right_child=2 7 5 6 9 11 12 21 14 25 29 18 28 -15 22 -17 -18 26 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015662019487692165 -0.010689708048454828 -0.0027415829633942812 -0.0019189915772092612 -0.019263741793413756 -0.0078665120493813176 -0.010803593972756768 -0.011535747400429081 0.01372823373052416 -0.014035199022580831 -0.0057992143906099476 -0.0041731528763896721 -0.008335246648553082 -0.017914519264563271 -0.018309550767139783 -0.011848648207323237 -0.01617476514480274 -0.0057764688686373902 0.0030799469992029093 -0.013647855429352086 -0.0097314622754136066 -0.02183085811855532 -0.002861030010033782 -0.017083032077060419 -0.0065674392459663285 -0.0077483748424136759 -0.0014104052547457505 0.0071354157168335864 -0.0061359708178478972 -0.015091464209496697 0.00019602714971151807
leaf_weight=5076 21020 2881 33110 32110 12692 7167 14814 636105 20416 13421 8764 10909 54813 53231 6932 5162 34345 14688 32046 17108 137193 593 36491 13574 4604 15830 16838 25503 19989 18269
leaf_count=5076 21020 2881 33110 32110 12692 7167 14814 636105 20416 13421 8764 10909 54813 53231 6932 5162 34345 14688 32046 17108 137193 593 36491 13574 4604 15830 16838 25503 19989 18269
internal_value=-8.42085e-06 0.0114137 -0.0149035 -0.0175714 -0.0014364 -0.00717733 -0.0193584 0.0136387 -0.0127434 -0.00601834 0.00195531 -0.00994711 -0.0162304 -0.0206181 -0.0143123 -0.0102686 -0.00388304 0.00430082 -0.0118582 -0.012073 -0.021344 0.0137128 -0.0162474 -0.00907221 -0.0129068 -0.00342409 0.0052443 -0.00716512 -0.0171601 -0.00122045
internal_weight=1.32569e+06 750319 575375 427691 110740 147684 312150 639579 115541 47105 63635 80229 89616 222534 80947 17854 67455 36602 47559 37524 169303 636698 43423 34594 36650 29251 31526 32670 74802 27033
internal_count=1325694 750319 575375 427691 110740 147684 312150 639579 115541 47105 63635 80229 89616 222534 80947 17854 67455 36602 47559 37524 169303 636698 43423 34594 36650 29251 31526 32670 74802 27033
cat_boundaries=0 1 2
cat_threshold=6352 6276
is_linear=0
shrinkage=0.05


Tree=6
num_leaves=31
num_cat=1
split_feature=57 111 56 60 92 92 112 96 91 91 90 59 90 59 91 52 63 80 16 117 70 52 52 63 58 100 100 90 90 136
split_gain=81480.9 6694.07 5460.49 1201.49 684.596 552.954 543.619 265.541 200.678 197.15 191.596 151.383 142.968 138.708 127.959 113.553 106.308 83.5977 69.2102 64.6789 57.4313 55.3987 54.4051 54.1513 51.9946 51.4771 48.1242 47.6856 44.6031 43.3081
threshold=193.68055725097659 0.99999991059303295 236.47928619384768 0.41261115670204168 -0.82903259992599476 -0.85587266087532032 -0.82409480214118946 -0.1477534398436546 -0.63279208540916432 -0.70639678835868824 -0.61411073803901661 208.98417663574222 -0.68560004234313954 195.58074951171878 -0.88880494236946095 2.1049998998641972 0.47346444427967077 256.28024291992193 12.50999975204468 0.56638467311859142 254.24473571777347 3.0049999952316289 3.495000004768372 0.35334408283233648 230.33657073974612 0.59866586327552807 0.86886897683143627 -0.18448260426521298 -0.35063770413398737 0
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 1
left_child=1 4 5 9 13 11 14 -3 16 15 17 28 25 27 18 23 -6 -7 -5 -17 -9 -16 -11 -4 -13 -8 -14 -1 -2 -19
right_child=2 7 3 6 8 10 12 20 -10 22 -12 24 26 -15 21 19 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027809170578113095 -0.0026079957737723419 -0.0028987915444957635 -0.0085435060738374129 -0.019049478855043826 -0.0066522574870158807 -0.014299407803040447 -0.017436696705251897 0.013041565808977217 -0.0022557223715283245 -0.007463301666174595 -0.0060873654357123256 -0.0039994727258407196 -0.012398127490284787 2.7738024887102729e-05 -0.014051814700923045 -0.01755222010923916 -0.013808390054062872 -0.011381013305379613 -0.021148288332030009 -0.012964443631072096 -0.0031225024974396963 -0.018286025775837943 -0.012215941391377869 -0.012996614277837579 -0.0078440653710813678 -0.014940990226524051 -0.0044425652140201929 0.0071727350195132577 0.00074634847525760462 -0.0080745615561370662
leaf_weight=10766 19979 2628 11501 64337 15822 12813 41355 636207 20756 24414 36791 25236 19520 24590 9033 17678 7723 19331 100852 13587 550 53345 7993 16798 13498 41292 2106 14512 19665 21016
leaf_count=10766 19979 2628 11501 64337 15822 12813 41355 636207 20756 24414 36791 25236 19520 24590 9033 17678 7723 19331 100852 13587 550 53345 7993 16798 13498 41292 2106 14512 19665 21016
internal_value=-8.00673e-06 0.0111291 -0.0138049 -0.0168309 -0.0013168 -0.00618617 -0.0182324 0.0129621 -0.00583991 -0.011774 -0.00886121 -0.00311616 -0.0152427 0.00270137 -0.0196023 -0.0134815 -0.00899954 -0.0107809 -0.0203309 -0.0155585 0.0130276 -0.0176729 -0.00863551 -0.0111868 -0.00533923 -0.0161898 -0.0116234 0.00530224 -0.000944108 -0.00966357
internal_weight=1.32569e+06 733554 592140 423811 94169 168329 331840 639385 44301 91971 89951 78378 104273 49868 227567 59564 23545 53160 165189 31265 636757 62378 32407 28299 38734 82647 21626 25278 39644 40347
internal_count=1325694 733554 592140 423811 94169 168329 331840 639385 44301 91971 89951 78378 104273 49868 227567 59564 23545 53160 165189 31265 636757 62378 32407 28299 38734 82647 21626 25278 39644 40347
cat_boundaries=0 1
cat_threshold=7364
is_linear=0
shrinkage=0.05


Tree=7
num_leaves=31
num_cat=0
split_feature=56 111 57 60 94 56 90 91 89 91 89 100 117 57 81 112 91 80 52 56 57 98 98 60 91 53 56 37 108 56
split_gain=73616.6 6042.92 4557.05 1194.43 577.244 449.043 443.336 278.455 250.499 191.695 179.765 157.131 151.289 147.24 107.889 98.0006 94.7974 94.4937 82.7202 69.8456 66.08 62.2552 59.8684 55.0729 53.3734 52.6957 51.3225 48.7728 49.5918 46.3241
threshold=193.94339752197268 0.99999991059303295 231.06435394287112 0.47072310745716101 -0.83414083719253529 215.85308074951175 -0.82239615917205799 -0.68426063656806935 -0.40542343258857721 -0.49409213662147516 -0.7355862259864806 0.45513853430747991 0.56638467311859142 190.30676269531253 252.36079406738284 -0.64942333102226246 -0.3953897207975387 237.0148849487305 1.7749999761581423 250.1213073730469 209.35489654541018 -0.20714263617992398 -0.67040404677391041 0.33013805747032171 -0.47629566490650171 2.4750000238418584 240.87440490722659 16.750000000000004 0.449799194931984 253.28467559814456
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 5 7 13 16 11 12 -3 14 17 19 18 25 -7 -8 -2 -6 -4 -5 -16 -10 -9 -14 -12 -1 -20 28 -11 -13
right_child=2 8 3 6 10 9 15 22 21 27 24 29 23 -15 20 -17 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021713568777171322 -0.004221655266353653 -0.0069106916752185808 -0.012425912644774996 -0.015629120900994057 -0.013864867655349564 -0.013852534724425249 -0.014986713615093742 -0.0094839828217783174 0.0013960788580461851 -0.0092606340945257035 -0.0046253118464269069 -0.010785392643702997 -0.0084652934768082496 -1.8676563343688862e-05 -0.006595804166709596 -0.010408712099531214 -0.00028798233507766206 -0.0063803957743393995 -0.012762370932031315 -0.019701218082357905 -0.010320885180849677 0.012387019265427512 -0.0049761665189334801 -0.01236005544443383 -0.00021575474854986315 0.0071988112026841232 -0.017374177556464893 -0.001049881372390659 -0.0043877661946196455 -0.016856697058190463
leaf_weight=7917 33470 1690 20147 11326 6532 11984 55254 31537 1291 7409 15433 3299 14106 25627 22739 14827 28237 11900 7617 149897 24988 636365 9610 25456 12357 15256 29002 6790 17683 65948
leaf_count=7917 33470 1690 20147 11326 6532 11984 55254 31537 1291 7409 15433 3299 14106 25627 22739 14827 28237 11900 7617 149897 24988 636365 9610 25456 12357 15256 29002 6790 17683 65948
internal_value=-7.61351e-06 0.0105653 -0.0131381 -0.0157347 -0.00119976 -0.00571852 -0.0175006 -0.0118742 0.0123138 -0.00793967 -0.00520403 -0.0185595 -0.0133449 0.00259297 -0.00961111 -0.0140181 -0.00242161 -0.00903277 -0.0149991 -0.0194152 -0.00854611 0.0123648 -0.00843117 -0.0109714 -0.00266457 0.00548119 -0.0164149 -0.00480928 -0.00582659 -0.0165675
internal_weight=1.32569e+06 734368 591326 438026 95022 153300 300551 137475 639346 91593 46222 230470 96328 48800 59711 70081 61707 18432 56766 161223 47727 637656 41147 39562 27790 23173 36619 31882 25092 69247
internal_count=1325694 734368 591326 438026 95022 153300 300551 137475 639346 91593 46222 230470 96328 48800 59711 70081 61707 18432 56766 161223 47727 637656 41147 39562 27790 23173 36619 31882 25092 69247
is_linear=0
shrinkage=0.05


Tree=8
num_leaves=31
num_cat=3
split_feature=57 71 56 60 92 116 92 68 91 90 52 90 59 58 91 60 62 112 102 109 52 91 136 136 80 108 52 136 89 100
split_gain=66469.8 5950.03 4064.76 919.045 540.394 487.615 438.07 239.693 166.186 156.786 140.567 126.839 119.003 115.36 114.465 89.9292 76.9612 72.8955 71.9678 71.7485 67.2813 55.7667 50.6433 48.2815 46.6336 44.9068 43.8598 42.4646 42.0645 39.5963
threshold=196.89773559570315 182.52442932128909 239.07808685302737 0.39074617624282842 -0.82903259992599476 0.56638467311859142 -0.84294298291206349 230.66133117675784 -0.68426063656806935 -0.61411073803901661 2.5449999570846562 -0.85919165611267079 190.68383789062503 205.0715026855469 -0.6956285536289214 0.5135059952735902 0.40916301310062414 -0.80382624268531788 0.99999988079071056 0.87619403004646312 7.805000066757203 -0.49409213662147516 0 1 262.15328979492193 0.87561699748039257 2.0349999666213994 2 -0.73086112737655629 0.32346405088901525
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 1 2 2
left_child=1 7 6 10 12 11 13 18 15 16 19 20 27 -2 28 -6 -8 -12 -1 21 -5 -4 -15 -14 -18 -16 -13 -3 -7 -22
right_child=2 4 3 5 8 14 9 -9 -10 -11 17 26 23 22 25 -17 24 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0047707493957595843 -0.0010150919669701846 -0.0017459819191232213 -0.010251200234823801 -0.016837514517393085 -0.0068300593971843057 -0.015020341029267852 -0.0078893860087796124 -0.001735958737527921 -0.0023854179982580014 -0.0057689807197244562 -0.015661197883686546 -0.011382600334922322 -0.0065349235066342482 -0.0094090389166401039 -0.011389925135051958 -0.01469782476840399 -0.014331825407420132 -0.010662417405393022 0.011769938176963795 -0.0022865817085191307 -0.01954789937604362 -0.0060247200226076466 -0.0042855608482876006 0.00065041151934609233 -0.0102880508625814 -0.0053775127766203766 -0.015899566117077775 0.0056268987432115287 -0.01212056491102302 -0.017781375217835408
leaf_weight=3694 32887 2174 30506 61494 18519 61463 23740 3322 23318 34843 13596 6197 2520 5565 20017 4518 10743 15732 636203 4171 79128 10488 36812 30782 21197 3676 40476 19264 15701 52948
leaf_count=3694 32887 2174 30506 61494 18519 61463 23740 3322 23318 34843 13596 6197 2520 5565 20017 4518 10743 15732 636203 4171 79128 10488 36812 30782 21197 3676 40476 19264 15701 52948
internal_value=-7.23292e-06 0.00988769 -0.0126752 -0.0153158 -0.0013886 -0.0164146 -0.00605588 0.01166 -0.0053611 -0.00839947 -0.0102844 -0.0176395 0.00197541 -0.00323716 -0.0134969 -0.00837308 -0.0100456 -0.0129798 0.0117295 -0.00853421 -0.0182037 -0.00916989 -0.00496161 0.000104922 -0.0116482 -0.0104571 -0.0152998 0.00488103 -0.0144303 -0.0188397
internal_weight=1.32569e+06 744314 581380 415593 101095 341100 165787 643219 46355 90523 74493 240243 54740 75264 100857 23037 55680 29328 639897 45165 193570 40994 42377 33302 31940 23693 46673 21438 77164 132076
internal_count=1325694 744314 581380 415593 101095 341100 165787 643219 46355 90523 74493 240243 54740 75264 100857 23037 55680 29328 639897 45165 193570 40994 42377 33302 31940 23693 46673 21438 77164 132076
cat_boundaries=0 1 2 3
cat_threshold=6272 6288 6352
is_linear=0
shrinkage=0.05


Tree=9
num_leaves=31
num_cat=2
split_feature=56 111 89 61 59 58 88 58 52 80 90 91 103 91 56 56 136 52 108 89 136 89 52 81 59 89 88 100 90 52
split_gain=60070 5594.29 3224.18 1017.37 489.659 381.189 331.003 210.408 188.973 152.963 134.408 114.611 114.145 113.568 100.951 99.3875 88.832 71.176 70.3999 66.1807 62.6333 61.5217 58.0663 55.4093 48.7109 46.5103 42.7144 42.2361 42.0255 36.6194
threshold=198.58361816406253 0.99999991059303295 -0.68902736902236927 0.43588010966777807 214.38483428955081 219.30564117431643 -0.86786568164825428 212.26129150390628 3.804999947547913 239.32254791259768 -0.36177980899810785 -0.58105376362800587 0.47925680875778204 -0.53152775764465321 235.59038543701175 224.75280761718753 0 5.4049999713897714 0.14079814404249194 1.0000000180025095e-35 1 -0.40542343258857721 9.2150001525878924 156.94623565673831 200.7541198730469 -0.75698891282081593 -0.86081150174140919 0.50278496742248546 -0.84300392866134632 1.6549999713897707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 10 16 12 23 11 25 -1 20 22 17 -10 -8 -4 -7 -18 29 -2 -11 -5 -3 -20 -6 -19 -16 -22 -12
right_child=2 7 5 6 9 13 15 -9 14 21 19 -13 -14 -15 27 -17 18 26 24 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012527009117539682 -0.006713295465329349 0.011179948344708566 0.00050744637417913325 -0.01629343711642646 -0.013002503760978773 -0.0080157846767412947 -0.0086141832050870542 -0.0063341233084737497 -0.0080534700489075569 -0.0051991384035032298 -0.00065055590490979969 -0.005813114436898744 -0.014894548750329063 -0.0052140642533823646 -0.016150281363843551 -0.013869269593616548 -0.0087901817717311228 -0.015276841069064863 -0.0014320412016407286 0.0068311184016431065 -0.012325085485972324 -0.0009255753874504749 -0.018218306699184828 0.0016719422227822634 -0.0046167831587263395 -0.0065788701836092646 -0.010317425737760587 -0.012207041796442835 -0.0091672915127580298 0.0033010538953271128
leaf_weight=23930 10981 636319 13179 61737 6150 34705 10148 1724 7364 19621 7943 21809 55111 22216 17482 79347 6880 5924 19418 10755 24596 14754 107231 1536 31457 5201 16254 11104 18432 22386
leaf_count=23930 10981 636319 13179 61737 6150 34705 10148 1724 7364 19621 7943 21809 55111 22216 17482 79347 6880 5924 19418 10755 24596 14754 107231 1536 31457 5201 16254 11104 18432 22386
internal_value=-6.87711e-06 0.00931342 -0.012161 -0.014384 -0.00106221 -0.00585901 -0.0158439 0.0111099 -0.0102881 -0.00502669 0.00172611 -0.00887234 -0.0168705 -0.00824565 -0.0132738 -0.0132734 -0.00319764 -0.00942966 -0.00404248 0.00346117 -0.0101077 -0.00336489 -0.017515 0.0111571 -0.00340123 -0.0100592 -0.0116421 -0.0146186 -0.0109698 0.00226615
internal_weight=1.32569e+06 750319 575375 425342 110740 150033 313574 639579 111768 45726 65014 75818 224079 79099 35950 89495 70934 56883 57755 41084 54009 34375 168968 637855 50875 11351 22178 28586 43028 30329
internal_count=1325694 750319 575375 425342 110740 150033 313574 639579 111768 45726 65014 75818 224079 79099 35950 89495 70934 56883 57755 41084 54009 34375 168968 637855 50875 11351 22178 28586 43028 30329
cat_boundaries=0 1 2
cat_threshold=34 274
is_linear=0
shrinkage=0.05


Tree=10
num_leaves=31
num_cat=5
split_feature=57 71 56 52 56 100 63 91 68 58 81 80 136 136 136 136 136 91 52 58 94 108 91 30 58 98 52 80 61 56
split_gain=54160.8 5031.6 3154.42 815.198 445.98 351.924 280.953 280.236 196.5 163.83 108.465 107.198 105.621 100.999 95.4157 76.0489 70.552 70.4262 70.0259 69.6603 55.5077 46.0012 45.6128 45.4231 43.4298 42.9764 42.1646 39.681 36.2187 34.4208
threshold=198.40934753417972 182.52442932128909 232.11108398437503 4.3150000572204599 225.49237823486331 0.49975810945034033 0.42158214747905737 -0.58105376362800587 232.82884216308597 203.67131805419925 236.69863128662112 253.60945892333987 0 1 2 3 4 -0.18807616829872129 1.2450000047683718 202.96282196044925 0.99999994039535534 0.42441627383232122 -0.64716172218322743 1019.5499877929689 232.88762664794925 -0.68906998634338368 12.015000343322756 237.0148849487305 0.40703496336936956 248.49803161621097
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 6 9 16 12 11 20 17 -6 -2 21 -8 22 -13 26 -3 -14 -9 -1 -4 -7 -17 -20 -15 -5 -11 -19 -10
right_child=2 4 3 5 10 14 13 19 29 27 -12 15 18 25 -16 23 -18 28 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0045546394787521569 -0.011155165707475646 0.00094465970416570072 -0.011718608431213931 -0.014059349786677808 -0.011190102034759569 -0.011944718771364852 -0.014631983112519798 -0.00089309836370622523 0.0025723214941104221 -0.0077924799882577341 -0.0044939044519396783 -0.0088392863087085553 -0.0074672680792778282 -0.011596399096052383 -0.014150670038530933 -0.0045363201549557643 -0.017581873425844583 0.0019741531066969783 -0.0082175102386731497 -0.0041376369478944098 0.010622837808331157 -0.0039076974935490045 -0.0081301971480133867 -0.010105086833248794 -0.012370218847314429 -0.0067547344923565471 -0.01625057873782226 -0.0015510310010033079 0.0063590008474293837 -0.0077866126304895981
leaf_weight=3791 13864 27009 2158 31325 8323 34128 36254 28890 2006 2829 22119 19865 24905 29751 59617 37767 81984 7252 9156 38709 636293 14899 10173 4055 20156 5418 73386 25506 13432 1336
leaf_count=3791 13864 27009 2158 31325 8323 34128 36254 28890 2006 2829 22119 19865 24905 29751 59617 37767 81984 7252 9156 38709 636293 14899 10173 4055 20156 5418 73386 25506 13432 1336
internal_value=-9.11917e-07 0.00885771 -0.0115248 -0.0136507 -0.00121064 -0.0151704 -0.0105557 -0.00508977 0.0105238 0.000837053 -0.00632468 -0.00718237 -0.00833481 -0.012772 -0.0128382 -0.0062895 -0.0164685 0.00262607 -0.00941498 -0.00275101 0.0105869 -0.00489304 -0.0110663 -0.00507505 -0.0110731 -0.0108474 -0.0155936 -0.00217418 0.00482163 -0.00156877
internal_weight=1.32636e+06 749896 576460 433310 106470 290613 142697 143150 643426 76028 30442 75551 71274 71423 103918 61687 186695 47693 54217 67599 640084 17057 44301 41822 29312 35169 104711 28335 20684 3342
internal_count=1326356 749896 576460 433310 106470 290613 142697 143150 643426 76028 30442 75551 71274 71423 103918 61687 186695 47693 54217 67599 640084 17057 44301 41822 29312 35169 104711 28335 20684 3342
cat_boundaries=0 1 2 3 4 5
cat_threshold=274 6336 1296 6336 1811
is_linear=0
shrinkage=0.05


Tree=11
num_leaves=31
num_cat=0
split_feature=58 71 56 89 89 92 60 68 52 52 91 91 100 89 91 112 80 119 100 82 96 85 89 52 39 81 75 89 56 31
split_gain=48916 3751.89 3550 781.508 397.313 391.925 370.13 166.275 161.92 128.544 120.912 107.109 106.365 83.9617 83.7194 69.4837 59.533 58.6813 55.9681 49.9813 45.1028 40.3745 38.9548 37.7607 37.3817 34.8495 33.7957 32.7377 31.2057 30.2712
threshold=192.18926239013675 182.52442932128909 232.11108398437503 -0.78399837017059315 -0.51236432790756214 -0.84294298291206349 0.5185239613056184 210.02821350097659 3.4450000524520878 3.1950000524520878 -0.68426063656806935 -0.64067906141281117 0.3752873837947846 -0.18634427338838574 -0.48487828671932215 -0.72534674406051625 288.83775329589849 0.59480014443397533 0.40169991552829748 295.04441833496099 -0.69791865348815907 0.69015038013458263 -0.51236432790756214 2.5849999189376835 15.650000095367433 246.82061767578128 0.5458950698375703 -0.54703882336616505 245.15773010253909 1018.1499938964845
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 7 4 6 11 13 9 21 20 17 19 16 -8 -3 25 -10 24 -4 -11 -7 26 -1 -17 -15 -2 -6 -5 -12 -9 -16
right_child=2 5 3 8 14 10 12 28 15 18 27 -13 -14 23 29 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010089326573049224 -0.011476528908835347 0.00017127831604486684 -0.01130182925512601 -0.0052704234028928716 -0.0078860430464130615 -0.009090522184367596 -0.016249337127076571 0.003281197607504038 -0.012418109893065889 -0.015047248893316073 -0.0040342486331885257 -0.0045685219640531835 -0.014056033256288184 0.0016508388601777094 0.0002793415710874517 -0.010100931970102422 -0.0066509234630461453 -0.0079367933139999746 -0.011803268766105185 -0.0041293126479756519 -0.0037977062019574378 0.0032164089922423335 -0.0057806212578475277 0.0061794490269772608 -0.0068218668062658737 -0.0029290722327771196 -0.0087307328061657329 -0.00021253157538520746 -0.0059720072351239842 -0.0040929470544824502
leaf_weight=636892 15146 21698 35049 10197 4012 12801 126590 2268 31617 27781 9931 36253 98123 6986 37566 19726 28501 20553 25501 8413 9763 2144 7094 13495 6031 30508 22909 12860 1523 4425
leaf_count=636892 15146 21698 35049 10197 4012 12801 126590 2268 31617 27781 9931 36253 98123 6986 37566 19726 28501 20553 25501 8413 9763 2144 7094 13495 6031 30508 22909 12860 1523 4425
internal_value=-8.8729e-07 0.00869094 -0.0106086 -0.0129643 -0.00430162 -0.00110536 -0.0141323 0.0100043 -0.00911806 -0.0117397 -0.00440643 -0.00663494 -0.0152916 0.00233862 -0.00168102 -0.0108302 -0.00814292 -0.010058 -0.0134947 -0.00712302 -0.0067842 0.0100663 -0.00895819 0.00463476 -0.0101509 -0.00350518 -0.00766492 -0.00187781 -0.000436194 -0.000181409
internal_weight=1.32636e+06 729011 597345 434903 162442 86184 333597 642827 101306 108884 44005 85931 224713 42179 76511 58437 49678 55602 53282 21214 42869 639036 26820 20481 21177 34520 33106 22791 3791 41991
internal_count=1326356 729011 597345 434903 162442 86184 333597 642827 101306 108884 44005 85931 224713 42179 76511 58437 49678 55602 53282 21214 42869 639036 26820 20481 21177 34520 33106 22791 3791 41991
is_linear=0
shrinkage=0.05


Tree=12
num_leaves=31
num_cat=3
split_feature=56 71 89 61 58 90 88 90 90 80 57 59 52 16 52 92 136 81 136 91 99 109 110 89 136 52 57 91 56 101
split_gain=44189.6 4427.48 2172.8 763.659 366.503 241.264 234.705 172.792 153.445 114.168 111.939 105.336 94.2955 92.5244 69.6147 56.4699 54.8962 54.3974 53.4158 50.3321 47.9189 44.7667 43.2181 43.1075 42.2701 40.4757 35.7718 33.116 32.9 32.1504
threshold=201.50190734863284 182.52442932128909 -0.6830310821533202 0.44020745158195501 212.26129150390628 -0.4966366291046142 -0.86786568164825428 -0.27394531667232508 -0.6798546016216277 237.0148849487305 192.86135864257815 221.557243347168 3.7549999952316289 12.50999975204468 2.7150000333786015 -0.67419251799583424 0 254.47026824951175 1 -0.79005262255668629 -0.73966264724731434 0.99461153149604808 -0.31587526202201838 -0.7355862259864806 2 0.23499999940395358 217.93222808837893 -0.9237040877342223 182.65007019042972 0.39130236208438879
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 1 2 2 2 2 2
left_child=1 7 3 8 10 11 13 -1 12 -6 14 -4 19 18 -3 -8 -7 -13 25 -2 -10 -9 -18 -11 -12 -5 -19 -15 -16 -14
right_child=2 4 5 6 9 16 15 21 20 23 24 17 29 27 28 -17 22 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012179173249323013 -0.01000235018881946 0.00067651707080059647 -0.004422057818582837 -0.008783272225846862 -0.0093907827128574956 0.00070842059401661928 -0.0082495548614001657 0.0040242587285142049 -0.007300818156710711 -0.0056007446044462703 -0.0063292190262139673 -0.011639133775954907 -0.014035739318409674 -0.016003492918694833 0.0075106176160487387 -0.01196805369220613 -0.010946069791165242 -0.0059627551167217071 -0.01217027522826847 -0.0067359566238325234 -0.003240431226617622 0.009586552295605304 -0.0030513774472868305 -0.0019951750256365711 -0.00022439793140288818 -0.014902405452630552 -0.0087663961030774382 -0.014289722462049842 0.003356520164049671 -0.010688255687206025
leaf_weight=3744 31491 15005 28828 2871 9647 10117 11760 3638 24676 12827 3084 9301 14419 81992 8638 77459 1805 21536 48734 18855 10299 636425 43792 23436 33968 46026 24119 42957 10634 14273
leaf_count=3744 31491 15005 28828 2871 9647 10117 11760 3638 24676 12827 3084 9301 14419 81992 8638 77459 1805 21536 48734 18855 10299 636425 43792 23436 33968 46026 24119 42957 10634 14273
internal_value=-8.42832e-07 0.00786486 -0.01059 -0.0123643 -0.00107199 -0.00517423 -0.0136447 0.00949229 -0.00886262 -0.00455658 0.00117083 -0.00686987 -0.0100828 -0.0145132 0.00323019 -0.0114779 -0.00262428 -0.00815391 -0.0133599 -0.00877906 -0.00610517 0.00955494 -0.00336316 -0.00327054 -0.000734298 -0.0145401 -0.00744389 -0.0154143 0.00521845 -0.0123705
internal_weight=1.32636e+06 761046 565310 425812 117239 139498 311799 643807 114013 45910 71329 83784 79038 222580 34277 89219 55714 54956 97631 50346 34975 640063 45597 36263 37052 48897 45655 124949 19272 28692
internal_count=1326356 761046 565310 425812 117239 139498 311799 643807 114013 45910 71329 83784 79038 222580 34277 89219 55714 54956 97631 50346 34975 640063 45597 36263 37052 48897 45655 124949 19272 28692
cat_boundaries=0 1 2 3
cat_threshold=34 6340 6272
is_linear=0
shrinkage=0.05


Tree=13
num_leaves=31
num_cat=4
split_feature=57 71 88 60 92 58 91 89 68 91 117 62 136 136 81 16 91 59 52 89 52 94 31 136 60 102 91 136 113 56
split_gain=39922.6 3815.79 2265.94 649.696 341.039 273.169 168.253 160.188 146.432 125.968 87.9921 84.6689 78.955 73.7035 69.6807 59.7241 59.604 53.7144 47.8857 45.0272 43.5134 40.1143 39.7441 37.5315 35.5635 34.7152 33.9047 28.2909 27.743 26.408
threshold=199.88430023193362 182.52442932128909 -0.70409920811653126 0.48000334203243261 -0.88000643253326405 228.61101531982425 -0.73090636730194081 -0.89848613739013661 245.73721313476565 -0.68991276621818531 0.53727915883064281 0.38114528357982641 0 1 236.69863128662112 12.50999975204468 -0.095968913286924348 190.68383789062503 3.5449999570846562 -0.57193791866302479 1.9550000429153445 0.88278770446777355 1017.7500000000001 2 0.30832596123218542 0.47847180068492895 -0.7585928440093993 3 -0.84335932135581959 237.34967041015628
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2
left_child=1 8 3 6 13 12 10 15 21 14 20 28 -4 -3 -6 25 -15 -14 23 -13 -2 -1 -19 -8 -12 -5 -9 -11 -7 -10
right_child=2 4 5 7 9 11 18 26 29 27 24 19 17 16 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.004155136718862279 -0.0097364115175366736 -0.0025815649122337058 -0.0076781854737278613 -0.013687332384895161 -0.0099955037067375949 -0.007120310407933309 -0.0033070151535385291 -0.012176773679577915 0.0025310394346153742 -9.4687002554628529e-05 -0.0056798526994266928 -0.0089972758277468493 0.00027416083930112661 0.0013696436117366974 -0.0044824207028365632 -0.014889480277195614 0.0052253605979851693 -0.0023829892861774462 -0.0090390207768308358 -0.0049630119145647397 -0.012673070546123376 0.0091077513790483924 -0.0060722499084835159 -0.0068522768926803897 -0.0093002787462149236 -0.011237197975330144 -0.010055877080458422 -0.0031619938392681321 -0.00370511119855918 -0.0066407890774494889
leaf_weight=4115 19997 8200 7269 55812 8522 8622 11961 73016 1693 15963 8939 37730 16680 32646 17503 107294 14464 46205 14006 8469 34166 636375 8670 20171 28124 19511 25398 14209 19163 1463
leaf_count=4115 19997 8200 7269 55812 8522 8622 11961 73016 1693 15963 8939 37730 16680 32646 17503 107294 14464 46205 14006 8469 34166 636375 8670 20171 28124 19511 25398 14209 19163 1463
internal_value=-8.07258e-07 0.00754364 -0.00997486 -0.011878 -0.000995561 -0.00476389 -0.00905983 -0.0132555 0.00902299 -0.00373882 -0.0103043 -0.00694598 -0.00271578 0.00179169 -0.0062877 -0.0141319 0.00255291 -0.00221029 -0.00659922 -0.00825773 -0.0115889 0.00907593 -0.00296588 -0.00553573 -0.00842709 -0.0130527 -0.0116294 -0.00154026 -0.00476489 -0.00172067
internal_weight=1.32636e+06 755153 571203 418395 111507 152808 137364 281031 643646 56197 91226 73984 78824 55310 26025 182617 47110 71555 46138 46199 54163 640490 54875 32132 37063 75323 98414 30172 27785 3156
internal_count=1326356 755153 571203 418395 111507 152808 137364 281031 643646 56197 91226 73984 78824 55310 26025 182617 47110 71555 46138 46199 54163 640490 54875 32132 37063 75323 98414 30172 27785 3156
cat_boundaries=0 1 2 3 4
cat_threshold=4224 6352 306 818
is_linear=0
shrinkage=0.05


Tree=14
num_leaves=31
num_cat=5
split_feature=58 99 56 112 89 92 52 52 68 136 68 82 89 63 57 136 136 31 98 80 111 112 136 136 57 91 57 108 52 52
split_gain=36110.7 3056.3 2374.53 533.246 333.95 308.891 226.742 145.774 128.213 108.605 98.8463 97.9554 71.2085 69.8624 67.2452 64.5286 64.3458 61.1354 51.6328 50.8462 47.8032 45.4893 42.0329 36.7781 34.7222 34.1596 33.9278 32.876 30.8004 30.6118
threshold=196.21112823486331 -0.087328113615512834 240.87440490722659 -0.78257837891578663 -0.51236432790756214 -0.88000643253326405 1.9950000047683718 2.9250000715255742 232.82884216308597 0 291.44926452636724 236.82041168212893 -0.61101707816123951 0.40923216938972479 189.36502838134768 1 2 1017.6499938964845 -0.68906998634338368 245.35810089111331 -0.52719905972480763 -0.8338540494441985 3 4 171.43115234375003 -0.3317465186119079 201.27823638916018 0.54914134740829479 2.5849999189376835 7.9449999332427987
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 1 2 2 2 2 2 1 1 2 2 2 2 2 2
left_child=1 5 4 6 9 14 13 16 24 19 -8 27 23 -4 28 -6 -5 20 26 -2 -11 -17 29 -9 -3 -22 -13 -7 -1 -12
right_child=2 8 3 7 15 11 10 12 -10 17 22 18 -14 -15 -16 21 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014687855248752268 -0.012760583483144853 0.0086500401705557704 -0.0068953282252992854 -0.0032239078760190735 -0.0061367000678719426 -0.010215561262646717 -0.013967451517525873 -0.0090490548228096077 -0.00071941229149722794 -0.011065029683174989 -0.0096185896292445006 -0.001225454879361508 -0.006373846330957807 -0.010993669074591532 0.00038262495194685503 -0.0035334566516470435 -0.0075310083467730639 -0.0079146741328991396 0.00085389289105088605 -0.0076292194200910865 -0.004561882400932399 -0.000524458098925704 -0.013560462371634278 -0.011429520239897439 0.0034639989778342374 -0.0013442126961940542 -0.0046654601846997648 -0.0050162891914917835 0.0055978691791249251 -0.011909070852634134
leaf_weight=6754 5697 637145 19085 13531 7747 5721 142046 29169 3693 2406 19527 11616 13054 22846 25647 17008 24405 14138 9632 31635 36804 48033 30100 38539 3244 10631 18717 6489 13632 57665
leaf_count=6754 5697 637145 19085 13531 7747 5721 142046 29169 3693 2406 19527 11616 13054 22846 25647 17008 24405 14138 9632 31635 36804 48033 30100 38539 3244 10631 18717 6489 13632 57665
internal_value=-7.75875e-07 0.00731739 -0.00930144 -0.011379 -0.00440924 -0.000898949 -0.0125301 -0.00855421 0.0085702 -0.00626539 -0.0131022 -0.00353287 -0.00975512 -0.0091283 0.00208641 -0.00182572 -0.00599759 -0.00501189 -0.00233538 -0.00841003 -0.00418949 -0.0013111 -0.0119568 -0.010407 0.00862377 -0.00384075 -0.00334811 -0.00745241 0.00422988 -0.0113282
internal_weight=1.32636e+06 742290 584066 409967 174099 98208 291269 118698 644082 101311 249338 52175 80762 41931 46033 72788 37936 63979 39965 37332 49841 65041 107292 67708 640389 47435 30333 12210 20386 77192
internal_count=1326356 742290 584066 409967 174099 98208 291269 118698 644082 101311 249338 52175 80762 41931 46033 72788 37936 63979 39965 37332 49841 65041 107292 67708 640389 47435 30333 12210 20386 77192
cat_boundaries=0 1 2 3 4 5
cat_threshold=6340 6272 306 1811 1296
is_linear=0
shrinkage=0.05


Tree=15
num_leaves=31
num_cat=4
split_feature=56 99 58 89 89 91 119 58 81 57 52 61 99 60 91 108 59 88 136 52 57 61 136 62 89 88 136 60 136 52
split_gain=32624.8 2481.92 2145.3 522.369 350.637 282.125 253.284 127.974 115.966 104.024 99.1549 92.6643 88.6877 86.1863 80.9316 64.7389 60.221 58.1107 49.3494 48.9169 42.7848 42.2898 42.0352 40.98 40.651 36.9139 36.5179 36.3876 30.7092 29.5026
threshold=193.11430358886722 -0.087328113615512834 239.12293243408206 -0.74859669804573048 -0.53808835148811329 -0.47629566490650171 0.56638467311859142 236.51035308837893 246.82061767578128 253.29666900634768 4.6349999904632577 0.41110199689865118 -0.81706973910331715 0.42954809963703161 -0.65375539660453785 -0.5897192358970641 197.11301422119143 -0.67024502158164967 0 4.1349999904632577 204.21167755126956 0.41110199689865118 1 0.40708181262016302 -0.041786428540945046 -0.55467808246612538 2 0.36935018002986914 3 1.0149999856948855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 1 2 1 2
left_child=1 5 4 6 8 9 10 20 -2 22 23 -8 17 28 19 -6 -17 27 -12 -5 -3 -11 -1 29 -15 -18 -14 -10 -7 -4
right_child=2 7 3 14 15 13 11 -9 12 21 18 -13 26 24 -16 16 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0061481313591367909 -0.011905604816072803 0.0082047746516875891 -0.0061401921255358205 -0.0063820379352895517 -0.009214849908136185 0.0010696361578764588 -0.0065991730953043545 -0.0053715272415883414 -0.0058224002781948961 -0.0046895499532223408 -0.012227120117612112 -0.010222429751852405 -0.0062099932645225901 0.002665065137409051 -0.0046192648086616607 0.00041859186817137822 -0.0038001096498125188 -0.0045697166056704736 -0.013911008152388469 -0.0094344550567276846 0.00035593085997024607 -0.010348966196675845 -0.0011697329452350403 -0.011516939279524267 0.0072748746708059244 -0.0011107672479628748 -0.0024352371474146966 -0.0090793612568499608 -0.0027269043893907632 -0.010178244116040911
leaf_weight=5162 8047 639334 6873 23576 2776 17894 23967 1746 13131 6835 104288 66912 8965 13831 24728 27967 25761 19154 78196 29610 1741 6384 23628 44582 7310 25282 22597 24720 7572 13231
leaf_count=5162 8047 639334 6873 23576 2776 17894 23967 1746 13131 6835 104288 66912 8965 13831 24728 27967 25761 19154 78196 29610 1741 6384 23628 44582 7310 25282 22597 24720 7572 13231
internal_value=-5.13149e-06 0.00706524 -0.0087061 -0.0106733 -0.00411921 -0.000779249 -0.011524 0.00814664 -0.0061587 -0.00375084 -0.0123539 -0.00926689 -0.00563655 0.00189918 -0.0069826 -0.00170996 -0.00144628 -0.00681386 -0.0129501 -0.0080814 0.00818346 -0.00742272 -0.00206489 -0.0106718 0.00425902 -0.00246806 -0.00351017 -0.00794948 -5.9869e-05 -0.00879775
internal_weight=1.3258e+06 731437 594363 415963 178400 88616 338049 642821 96614 42009 247170 90879 88567 46607 77914 81786 79010 57005 182484 53186 641075 13219 28790 64686 21141 51043 31562 37851 25466 20104
internal_count=1325800 731437 594363 415963 178400 88616 338049 642821 96614 42009 247170 90879 88567 46607 77914 81786 79010 57005 182484 53186 641075 13219 28790 64686 21141 51043 31562 37851 25466 20104
cat_boundaries=0 1 2 3 4
cat_threshold=1811 6272 7300 819
is_linear=0
shrinkage=0.05


Tree=16
num_leaves=31
num_cat=4
split_feature=58 71 56 113 89 88 52 52 69 80 59 136 136 136 112 75 136 60 99 110 31 30 83 89 59 84 52 89 98 16
split_gain=29508.6 2513.67 1920.22 458.054 263.725 259.668 164.887 152.009 109.648 97.5472 80.1508 73.5061 69.709 68.9653 68.8904 66.3568 59.4445 58.4783 45.8426 42.4273 41.9122 41.3313 39.1023 36.0662 34.3331 33.9033 33.8768 32.7602 31.5437 29.2314
threshold=196.96060180664065 192.23919677734378 241.76702880859378 -0.81408452987670887 -0.53808835148811329 -0.49183529615402216 1.8149999976158144 3.3449999094009404 228.76953125000003 247.06571960449222 190.68383789062503 0 1 2 -0.92384436726570118 0.64402922987937938 3 0.49996408820152288 -0.71661338210105885 -0.60049152374267567 1017.1499938964845 1019.5499877929689 238.94684600830081 -0.51236432790756214 197.86391448974612 0.77397397160530101 3.2949999570846562 -0.39544652402400965 -0.79548057913780201 13.344999790191652
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 1 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 6 9 17 15 11 25 -2 26 -5 23 -11 29 -4 -6 22 21 -18 28 -15 -3 -9 -24 -1 -7 -12 -21 -8
right_child=2 5 3 7 16 10 14 12 -10 13 27 -13 -14 18 -16 -17 19 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0078014593089524888 -0.0094588624317937277 -0.011398147454545706 -0.0055520553319247656 -0.0029063082663084165 -0.0057991781564764094 0.0017062569111923585 -0.01203520561916268 -0.0082138382979659117 -0.0007131183420478268 -0.006971961594634821 -0.0021263636508440818 -0.0071064048717232918 -0.010388111897453339 -0.0042695526291972796 -0.011031419828243013 -0.010024335753566259 -0.0085638509855153165 -0.0076658811655619359 -0.0014389412522706072 -0.0014641110811226062 -0.0036947893349150566 -0.0094147143988601682 -3.2143805363953804e-05 -0.0038992076663141697 -0.0036922483315531291 0.00270270122490195 0.0055345069014610202 0.00099383820032289925 0.001051162283450399 -0.013523108500216728
leaf_weight=638399 15046 1316 13166 15913 8364 11845 66485 36182 3827 30693 13684 30422 52175 35264 99432 22414 1968 8325 13218 32186 12661 4389 9148 5592 21385 3277 11284 21837 20343 65560
leaf_count=638399 15046 1316 13166 15913 8364 11845 66485 36182 3827 30693 13684 30422 52175 35264 99432 22414 1968 8325 13218 32186 12661 4389 9148 5592 21385 3277 11284 21837 20343 65560
internal_value=-4.89138e-06 0.00658819 -0.00844451 -0.0103231 -0.0040499 -0.000837893 -0.0115383 -0.00800975 0.00772509 -0.00575277 0.00128333 -0.00566611 -0.00916562 -0.00508548 -0.0120254 -0.00836942 -0.00182643 -0.00393466 -0.00398825 -0.0013306 -0.00111244 -0.00483905 -0.00295936 -0.00763444 -0.00259564 0.00777542 0.00357395 -0.000208179 -0.000490017 -0.0127739
internal_weight=1.3258e+06 744327 581473 407341 174132 98824 267057 140284 645503 98610 58650 46335 93949 83564 231477 35580 75522 40174 52871 67158 65190 39653 31849 41774 30533 641676 23129 35521 52529 132045
internal_count=1325800 744327 581473 407341 174132 98824 267057 140284 645503 98610 58650 46335 93949 83564 231477 35580 75522 40174 52871 67158 65190 39653 31849 41774 30533 641676 23129 35521 52529 132045
cat_boundaries=0 1 2 3 4
cat_threshold=306 1296 6340 6272
is_linear=0
shrinkage=0.05


Tree=17
num_leaves=31
num_cat=6
split_feature=56 99 90 62 91 89 112 58 52 80 52 136 56 136 136 56 89 136 136 52 31 136 90 29 82 75 29 80 112 82
split_gain=26645.8 2738.29 1266.88 404.18 238.654 233.009 128.159 109.326 99.219 96.2789 85.8088 72.5743 62.4022 58.5739 56.0176 53.4537 45.0348 44.8174 41.1423 40.4622 39.4855 37.2372 36.3801 35.7342 32.5078 31.7822 31.2353 31.0755 30.3877 30.3214
threshold=203.71314239501956 -0.087328113615512834 -0.74596008658409108 0.43154196441173559 -0.47629566490650171 -0.54703882336616505 -0.90255093574523915 236.51035308837893 4.3150000572204599 237.0148849487305 6.5650000572204599 0 251.73410797119143 1 2 249.28326416015628 -0.18634427338838574 3 4 1.2450000047683718 1017.9500122070314 5 -0.11065876111388205 1019.3500061035157 285.79806518554693 0.65685611963272106 1018.3500061035157 237.0148849487305 -0.35019405186176294 245.4053649902344
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 1 1 2 2 1 1 2 2 1 2 2 2 2 2 2 2 2
left_child=1 4 3 8 9 10 15 16 13 -1 14 22 29 -2 -4 -5 -3 -7 -11 25 -20 -14 -6 27 -10 -15 -21 -19 -13 -8
right_child=2 7 5 6 11 17 12 -9 24 18 -12 28 21 19 -16 -17 -18 23 20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0071552944287788054 -0.0032903516282248089 0.0016964943810326748 -0.0030218061732934882 -0.0088764993447434781 0.001501622925704727 4.4714348647240302e-05 -0.012057845792650276 -0.0044571822411007328 -0.012136045200432644 -0.0053828772982282731 -0.0081060704931223259 -0.0015495270529390552 -0.0086809696096348844 -0.0034533578169499974 -0.0060926555970277248 -0.012017683524667391 0.0074064210316545573 -0.010099589745760107 -0.0007150513722840949 -0.0070971339511156266 -0.0051358367285311507 -0.010650143511854268 0.0047048652903044358 -0.0074618651160539883 -0.0084411955104010533 -0.0071781749494973946 -0.010865636506445585 -0.0023289958369395749 0.0022109070188383452 -0.006069927517393145
leaf_weight=11767 15387 3472 22588 14916 23235 16212 2450 1958 8345 7847 35084 21608 34989 11957 43771 147188 639116 1329 32193 21944 5991 81994 14331 4113 20768 10991 7337 40346 7150 15423
leaf_count=11767 15387 3472 22588 14916 23235 16212 2450 1958 8345 7847 35084 21608 34989 11957 43771 147188 639116 1329 32193 21944 5991 81994 14331 4113 20768 10991 7337 40346 7150 15423
internal_value=-4.6593e-06 0.00603003 -0.00833064 -0.0098669 -0.000770505 -0.00463021 -0.0107812 0.00733962 -0.00705984 -0.00311911 -0.00610612 0.00127618 -0.00964242 -0.00600907 -0.00504874 -0.0117286 0.00737557 -0.00221538 -0.00208733 -0.00680809 -0.0014083 -0.0100628 0.0027229 -0.00301495 -0.00950029 -0.00523737 -0.00804142 -0.0025768 -0.00061437 -0.00689074
internal_weight=1.3258e+06 768668 557132 393689 124122 163443 296960 644546 96729 57798 101443 66324 134856 67616 66359 162104 642588 62000 46031 52229 38184 116983 37566 45788 29113 22948 29281 41675 28758 17873
internal_count=1325800 768668 557132 393689 124122 163443 296960 644546 96729 57798 101443 66324 134856 67616 66359 162104 642588 62000 46031 52229 38184 116983 37566 45788 29113 22948 29281 41675 28758 17873
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=802 274 306 50 6272 1296
is_linear=0
shrinkage=0.05


Tree=18
num_leaves=31
num_cat=6
split_feature=58 71 56 116 89 56 52 56 89 80 136 82 59 75 136 136 52 103 112 28 54 136 136 89 83 110 136 52 52 56
split_gain=24095.5 2163.02 1466.15 384.871 209.237 208.206 147.636 109.113 97.704 81.4156 77.5658 70.7046 65.4139 61.0072 55.6726 55.0785 54.6569 42.9777 41.7358 38.6645 31.9465 31.8912 31.788 29.2087 28.7011 27.4645 26.7876 26.5256 24.3353 24.1091
threshold=199.16585540771487 199.72209930419925 243.47608947753909 0.62249094247818004 -0.60354414582252491 209.68546295166018 2.2250000238418584 183.7826843261719 -0.51236432790756214 248.75443267822268 0 252.34025573730472 190.68383789062503 0.6107563078403474 1 2 2.9250000715255742 0.46153786778450018 -0.8338540494441985 1017.4500122070314 2.4750000238418584 3 4 -0.39544652402400965 215.18293762207034 -0.60049152374267567 5 0.23499999940395358 8.6350002288818377 206.72344207763675
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 1 2 2 2 2 2 1 1 2 2 2 1 2 2 2
left_child=1 7 4 6 9 12 13 -1 16 -2 -8 -7 20 27 -6 -11 21 28 -16 -17 -3 -5 -13 -14 -9 -20 -18 -4 -12 -27
right_child=2 5 3 8 14 11 10 24 -10 15 17 22 23 -15 18 19 26 -19 25 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0070282239245335696 -0.008872928092132696 0.00083637431488073778 -0.00036043751922813002 -0.0011890889091260833 -0.0055660739972178191 -0.0070055309788479084 -0.011817890638917456 -0.0026574697839794122 -0.0031059120221144701 -0.0065824436281373966 -0.0092121087041123189 -0.00036266723040244756 -0.0020145971291552875 -0.0089617256350461687 -0.003482208782266764 -0.0030040565727223411 -0.0070681780217131023 -0.0089471098459799111 -0.0077844501559598813 -0.0064000899817221128 0.0046594482545051401 -0.0061740422263957366 -0.0035410903905401456 0.00088458692601768758 0.0034555035154823529 0.00029741596791827899 -0.0091202965377279715 -0.0060203704978676192 -0.011170852746135156 -0.0019353321768707998
leaf_weight=640108 15026 8910 2480 3815 9722 10578 105185 2973 15444 28414 20702 12850 13991 31351 19872 36160 30281 56498 1365 10910 14130 20833 20319 22919 5422 30194 34905 12523 67755 20165
leaf_count=640108 15026 8910 2480 3815 9722 10578 105185 2973 15444 28414 20702 12850 13991 31351 19872 36160 30281 56498 1365 10910 14130 20833 20319 22919 5422 30194 34905 12523 67755 20165
internal_value=-4.44013e-06 0.00588179 -0.00772344 -0.00937659 -0.00385801 -0.000823336 -0.0102987 0.00695395 -0.00677956 -0.00551183 -0.010779 -0.00344607 0.00109054 -0.00770691 -0.00201725 -0.00484276 -0.00741113 -0.0100237 -0.00153437 -0.00379039 0.00318099 -0.00540546 -0.00231091 -0.00021437 0.00129066 -0.000786319 -0.0081695 -0.00508478 -0.0107124 -0.000596632
internal_weight=1.3258e+06 752200 573600 401772 171828 103697 296494 648503 105278 90510 250140 43747 59950 46354 81318 75484 89834 144955 71596 47070 23040 24648 33169 36910 8395 51724 65186 15003 88457 50359
internal_count=1325800 752200 573600 401772 171828 103697 296494 648503 105278 90510 250140 43747 59950 46354 81318 75484 89834 144955 71596 47070 23040 24648 33169 36910 8395 51724 65186 15003 88457 50359
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=6372 6272 6340 18 306 1296
is_linear=0
shrinkage=0.05


Tree=19
num_leaves=31
num_cat=3
split_feature=57 71 88 60 58 114 90 56 88 92 81 56 18 60 115 52 112 103 136 90 108 61 136 28 108 52 58 31 109 136
split_gain=21775.6 1987.29 1304.77 374.77 203.489 153.582 151.391 83.8441 82.8435 66.1119 60.5171 58.6051 58.1844 55.1441 52.5253 43.6129 41.8766 38.7739 38.0008 37.8609 37.7233 36.6186 34.9155 33.2921 32.0662 31.4341 25.5427 24.4246 23.1469 21.4849
threshold=199.88430023193362 192.23919677734378 -0.71400153636932362 0.36529569327831274 230.33657073974612 -0.8703225553035735 -0.54164007306098927 239.99538421630862 -0.16898062080144879 -0.81469601392745961 236.69863128662112 252.5153503417969 13.344999790191652 0.46855530142784124 -0.82409480214118946 0.11499999836087228 -0.35019405186176294 0.66221663355827343 0 -1.0000000180025095e-35 -0.5897192358970641 0.38257886469364172 1 1019.5499877929689 -0.34627345204353327 1.3049999475479128 223.52912139892581 1020.0499877929689 -0.53161039948463429 2
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 1
left_child=1 7 3 14 8 12 9 19 20 27 -6 24 15 -10 25 -5 23 -13 -17 -1 -3 -11 -22 28 -7 -2 -16 -4 -8 -30
right_child=2 4 6 5 10 11 16 -9 13 21 -12 17 -14 -15 26 18 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0024690607305071365 -0.0048409655904798066 -0.0082570737556437439 -0.0027237054677925303 -0.0033122757715682385 -0.0079250403528625373 -0.010946555299757585 -0.0091052042456363086 -0.0037002794633045782 0.00089603648313483792 -0.0039219233071449899 -0.0028381537582427914 -0.0091693234939383382 -0.011259952331495342 0.0051548788021673099 -0.0020015879288067763 -0.0084165487991875298 0.00099859263648445062 -0.0070329062655028951 -0.010379221028878642 0.0066893147216902232 0.00092856746604892584 -0.0066763957582635439 -0.0018101728646175222 -0.0061294451469009548 -0.0052878178267223462 -0.008265794412963148 -0.0049073543893303996 -0.0077547806281983911 -0.00057093377812785287 -0.0027325410008691266
leaf_weight=5359 11261 1584 32942 2705 8059 2838 1070 1961 18676 17333 21299 89553 93724 12817 11252 37456 12284 27840 76540 638525 23790 39708 22764 4992 21241 16541 23067 2603 22716 23300
leaf_count=5359 11261 1584 32942 2705 8059 2838 1070 1961 18676 17333 21299 89553 93724 12817 11252 37456 12284 27840 76540 638525 23790 39708 22764 4992 21241 16541 23067 2603 22716 23300
internal_value=-4.23748e-06 0.00556884 -0.00737202 -0.00884365 -0.000676375 -0.00947571 -0.00348994 0.00662275 0.000635434 -0.00478469 -0.00423454 -0.00820177 -0.0103322 0.0026293 -0.00526325 -0.00958709 -0.00162743 -0.00866267 -0.00973599 0.00665419 -0.000668997 -0.0058394 -0.000410813 -0.00224685 -0.00595477 -0.00687859 -0.00395466 -0.00309214 -0.00183522 -0.00166617
internal_weight=1.3258e+06 754834 570966 414018 108989 351897 156948 645845 79631 92586 29358 141472 210425 31493 62121 116701 64362 117393 113996 643884 48138 57041 46554 52078 24079 27802 34319 35545 47086 46016
internal_count=1325800 754834 570966 414018 108989 351897 156948 645845 79631 92586 29358 141472 210425 31493 62121 116701 64362 117393 113996 643884 48138 57041 46554 52078 24079 27802 34319 35545 47086 46016
cat_boundaries=0 1 2 3
cat_threshold=1840 802 806
is_linear=0
shrinkage=0.05


Tree=20
num_leaves=31
num_cat=3
split_feature=59 88 96 60 89 88 57 88 16 89 83 60 31 60 80 136 136 31 88 99 53 69 89 136 28 110 80 110 24 116
split_gain=19761.7 1520.1 1346.66 372.49 199.328 182.461 117.75 100.485 75.5987 74.4407 57.4846 56.5734 52.7503 49.7119 45.2234 44.9982 43.2344 41.3491 36.4083 34.9787 34.2892 33.8912 33.7656 27.9393 26.8655 26.2437 23.8272 23.6294 25.5921 23.607
threshold=192.34860992431643 -0.68199357390403736 -0.25979760289192194 0.49741865694522863 -0.48396296799182886 -0.49183529615402216 242.64076995849612 -0.91042828559875477 13.344999790191652 -0.63220584392547596 234.13928222656253 0.33013805747032171 1019.3500061035157 0.42104910314083105 251.5050964355469 0 1 1017.2500000000001 -0.12428760528564452 -0.790075123310089 6.7349998950958261 289.10299682617193 -0.50245457887649525 2 1020.0499877929689 0.96813154220581066 294.43487548828131 -0.60049152374267567 187.50000000000003 -0.47714059054851526
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=2 3 5 6 12 10 14 21 11 -4 26 -8 15 -7 -2 -3 -6 27 -15 24 -17 -5 -12 -13 -16 -11 -1 -18 -29 -10
right_child=1 4 9 7 16 13 8 -9 29 25 22 23 -14 18 19 20 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0087127596356573449 -0.0092300664004645021 -0.0056681757251992679 -0.0023394005684195299 -0.01075601331679326 -0.0045255274640395851 0.00010107920615019578 -0.0046019092950888513 -0.0082381807346957273 -0.0063402753517492333 0.0033048955149241688 -0.0031973232143621502 -0.0065439100872184521 -0.0069369818765312678 0.0016184220158638762 -0.0045162879037291574 -0.002310747355402733 -0.0057562163932499688 -0.0029059565404339575 0.0057974111825238482 -0.0022047212928160034 -0.0052435002692103579 -0.0092800482952217003 0.00029247971133096841 -0.0087347853074288273 -0.0088979898634468559 0.0063631452895047463 -0.0039843926969960605 0.0033347463175390545 -4.0471049748055189e-05 -0.011206482688809539
leaf_weight=4718 4727 21811 2486 104847 7096 21945 21969 105776 3003 7093 16922 31598 15470 11563 31326 43084 1625 13502 9489 16299 12966 61829 11740 27789 3938 636712 6121 6382 46804 14655
leaf_count=4718 4727 21811 2486 104847 7096 21945 21969 105776 3003 7093 16922 31598 15470 11563 31326 43084 1625 13502 9489 16299 12966 61829 11740 27789 3938 636712 6121 6382 46804 14655
internal_value=4.50077e-06 -0.00674427 0.0055282 -0.00832957 -0.00272552 -0.000487564 -0.00637531 -0.00944355 -0.00741338 0.00629611 -0.00294085 -0.00676972 -0.00427022 0.00176625 -0.00454935 -0.00374037 -0.0008137 -0.00042741 0.00350206 -0.00412025 -0.00298865 -0.0102085 -0.00176789 -0.00757166 -0.0050056 0.00632945 -0.00604256 0.000183071 0.000364535 -0.0103789
internal_weight=1.32528e+06 596496 728789 427756 168740 82498 155304 272452 99014 646291 39501 81356 93331 42997 56290 77861 75409 68313 21052 51563 56050 166676 28662 59387 35264 643805 10839 54811 53186 17658
internal_count=1325285 596496 728789 427756 168740 82498 155304 272452 99014 646291 39501 81356 93331 42997 56290 77861 75409 68313 21052 51563 56050 166676 28662 59387 35264 643805 10839 54811 53186 17658
cat_boundaries=0 1 2 3
cat_threshold=7296 6272 1331
is_linear=0
shrinkage=0.05


Tree=21
num_leaves=31
num_cat=4
split_feature=59 56 98 113 90 93 60 52 88 80 89 136 17 89 56 56 72 136 31 83 52 136 99 116 83 56 89 102 136 110
split_gain=17835 1374.47 1221.4 340.402 160.942 159.186 128.811 113.215 79.4653 69.1591 54.5106 52.0055 50.2254 48.5078 48.2469 47.4899 46.29 45.9657 38.9704 32.6259 31.568 28.3282 26.456 24.9331 23.8 23.7511 22.4926 22.1102 21.3504 21.0635
threshold=192.34860992431643 231.26286315917972 -0.48565725982189173 -0.82409480214118946 -0.51444327831268299 -0.81691437959671009 0.36080616712570196 1.6549999713897707 -0.12428760528564452 243.61607360839847 -0.71553719043731678 0 13.344999790191652 -0.41617116332054133 239.07808685302737 187.76968383789065 0.62962856888771068 1 1016.9500122070314 224.94351196289065 2.2649999856948857 2 -0.50572362542152394 0.9170251488685609 238.94684600830081 260.70213317871099 -0.63220584392547596 0.56606075167655956 3 -0.19489058852195737
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 1 2
left_child=2 4 5 7 9 15 22 16 19 -2 27 -9 25 24 -7 21 -3 -11 -19 -4 -16 -1 29 -12 -6 -13 -10 -8 -15 -5
right_child=1 3 8 6 13 14 10 11 26 17 23 12 -14 28 20 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0071769481282228645 -0.0073437224001897871 -0.0040558716068880042 -0.0035660187197214528 -0.0093758113339915752 -0.0091573913711199151 -0.001188101417457163 -0.0082974006178332671 -0.010265683904531113 -0.0012683324686287795 -0.00589156515035201 -0.0055026927575332341 -0.0060472207604782254 -0.0097007597038886572 0.0013786326406754238 -0.0025250502806191044 0.00023204613969563748 -0.0077236417148211283 -0.0019905502056444964 -0.0049239727190402366 0.003133936502962292 -0.006546575225202452 0.0023821495772426661 0.00061168772186649461 -0.00014545072442064374 -0.0019521756769362319 -0.0082827815053512673 0.0060348956573324621 -0.0067243138464011688 -0.00088910900342872509 -0.0036423761674387271
leaf_weight=4518 12879 13522 2412 1685 1187 20098 43269 95213 1056 14529 31814 15086 69185 22523 9132 22903 23645 43718 15279 7366 10480 9757 3547 2331 33263 55923 641067 46174 19234 32490
leaf_count=4518 12879 13522 2412 1685 1187 20098 43269 95213 1056 14529 31814 15086 69185 22523 9132 22903 23645 43718 15279 7366 10480 9757 3547 2331 33263 55923 641067 46174 19234 32490
internal_value=4.26629e-06 -0.00640708 0.00525179 -0.00787642 -0.00248656 -0.000708395 -0.00605592 -0.00895379 0.00595476 -0.00396382 -0.00683651 -0.0093587 -0.00874136 -0.00081161 -0.00290973 0.00164286 -0.00638924 -0.00337178 -0.00274978 0.00148122 -0.00467402 0.00390639 -0.00349847 -0.00513697 -0.00220044 -0.00780783 0.00602289 -0.00748531 0.000334189 -0.00392506
internal_weight=1.32528e+06 596496 728789 433884 162612 76888 161310 272574 651901 86405 123588 235407 140194 76207 39710 37178 37167 73526 58997 9778 19612 14275 37722 34145 34450 71009 642123 89443 41757 34175
internal_count=1325285 596496 728789 433884 162612 76888 161310 272574 651901 86405 123588 235407 140194 76207 39710 37178 37167 73526 58997 9778 19612 14275 37722 34145 34450 71009 642123 89443 41757 34175
cat_boundaries=0 1 2 3 4
cat_threshold=6340 6272 512 802
is_linear=0
shrinkage=0.05


Tree=22
num_leaves=31
num_cat=3
split_feature=59 88 97 60 89 93 58 88 16 58 92 136 119 110 97 90 16 88 61 28 102 30 60 136 60 136 92 30 131 105
split_gain=16096.3 1294.5 1044.93 316.348 172.596 149.792 106.345 82.4816 74.5771 64.4976 55.097 54.0501 45.8513 43.2534 43.0319 42.5972 38.5675 35.8997 31.0057 28.9053 28.4681 25.9871 23.5189 22.9458 22.5874 22.1664 21.5872 20.2617 19.8414 19.6856
threshold=190.68383789062503 -0.68199357390403736 -0.43846178054809565 0.51063862442970287 -0.48396296799182886 -0.63356626033782948 243.5688400268555 -0.91738736629486073 12.50999975204468 183.746452331543 -0.798629730939865 0 0.59480014443397533 -0.4621764868497848 -0.72010734677314747 -0.4966366291046142 9.5450000762939471 -0.13951745629310605 0.38861371576786047 1020.1499938964845 0.33676321804523474 1020.9500122070314 0.41261115670204168 1 0.28861626982688909 2 -0.38306720554828638 1019.2500000000001 116.50000000000001 -0.17256991565227506
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2
left_child=2 3 5 6 10 11 13 20 12 28 19 -1 -8 -2 21 -6 -7 27 -12 25 -5 24 -19 -17 -15 -3 -18 -13 -4 -11
right_child=1 4 9 7 15 16 8 -9 -10 29 18 17 -14 14 -16 23 26 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024679718674093173 -0.00939712021888728 -0.0050825999947724104 0.0057298745057989542 -0.0098382511956537008 -0.0021446313112283011 -0.0016991950420886055 -0.0070162345121293672 -0.0075283274780199366 -0.0091982814737486731 0.0029872121476413375 -0.0032408543962550024 0.0012139113953357707 -0.0045853198439450502 -0.0016871512703558536 -0.0011290130943026129 0.0010984583639512247 -0.0019967944926624383 0.0017310163413372928 -0.0059356967698138662 -0.0073218150596741265 -0.0084333892299255624 -0.008557841315114641 0.0058782946200102723 -0.0011432192201754306 -0.0046995274493773515 -0.0018250086649760488 -0.0064818315991858402 -0.0054402130034140895 -0.01712224875870896 -0.0021769361922979761
leaf_weight=7819 3647 6065 641201 98289 29633 17105 47570 108987 24061 5798 16153 20118 32754 7651 12056 30486 3679 5991 31466 3038 56957 3618 7961 18236 33337 37685 9909 1213 95 2707
leaf_count=7819 3647 6065 641201 98289 29633 17105 47570 108987 24061 5798 16153 20118 32754 7651 12056 30486 3679 5991 31466 3038 56957 3618 7961 18236 33337 37685 9909 1213 95 2707
internal_value=4.05066e-06 -0.00603877 0.00502882 -0.00751063 -0.00238449 -0.000609405 -0.00579069 -0.00858266 -0.00675643 0.00566912 -0.00382425 0.00129155 -0.00602497 -0.00411914 -0.00377943 -0.000649766 -0.0032789 0.00212479 -0.00502157 -0.00260567 -0.00932283 -0.00449578 0.00409745 0.000259419 -0.00413722 -0.00227818 -0.00526749 0.000835521 0.00572649 0.00134355
internal_weight=1.32528e+06 601689 723596 428927 172762 73795 164694 264233 104385 649801 94407 43102 80324 60309 56662 78355 30693 35283 47619 46788 155246 44606 13952 48722 40988 43750 13588 21331 641296 8505
internal_count=1325285 601689 723596 428927 172762 73795 164694 264233 104385 649801 94407 43102 80324 60309 56662 78355 30693 35283 47619 46788 155246 44606 13952 48722 40988 43750 13588 21331 641296 8505
cat_boundaries=0 1 2 3
cat_threshold=6352 822 6272
is_linear=0
shrinkage=0.05


Tree=23
num_leaves=31
num_cat=5
split_feature=58 91 88 52 91 88 62 56 100 136 63 112 136 60 56 29 31 58 52 89 136 83 136 136 89 52 29 30 102 108
split_gain=14548.8 1240.03 902.454 248.974 150.182 126.788 113.706 104.889 73.4862 66.8377 62.1862 42.6227 38.8375 38.1726 38.1061 36.1845 35.4818 34.9188 34.5323 33.6007 32.6865 30.7481 27.9387 24.7444 23.8721 23.5036 23.3063 23.2442 22.0149 19.0065
threshold=199.16585540771487 -0.022105064243078228 -0.7465946078300475 5.3250000476837167 -0.57264122366905201 -0.21105574816465375 0.35707432031631475 225.49237823486331 0.35161656141281133 0 0.36145389080047613 -0.36648726463317866 1 0.35322208702564245 257.40187072753912 1019.3500061035157 1019.7500000000001 239.12293243408206 1.3849999904632571 -0.79828056693077076 2 224.94351196289065 3 4 -0.2129973620176315 0.19500000029802325 1017.9500122070314 1017.2500000000001 0.49372674524784094 0.87561699748039257
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 1 2 1 1 2 2 2 2 2 2
left_child=1 7 3 6 10 21 18 12 -5 25 -4 27 16 -9 -10 -11 24 23 29 -7 -16 -3 -20 -12 -1 -8 -24 -6 -19 -2
right_child=2 5 4 8 11 19 9 13 14 15 17 -13 -14 -15 20 -17 -18 28 22 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00020021318232799998 -0.0024748781594603145 -0.0040172028713743061 -0.0022857380852454646 -0.0092001158011189559 -0.0013286988167552723 -0.002294242595183996 -0.0045160801860571606 -0.0014417595446290935 -0.0040431229978708351 -0.0045611589825799844 -0.0071565648632400686 0.00121462995074136 -0.001880280169373036 -0.0051435562039790043 -0.0064155311700349327 -0.007621452237959337 -0.005829286150948243 -0.0070790608254306013 -0.0075175303208941564 0.0054354120193741079 -0.0082468291508298562 0.0017895585195729785 -0.0027725939848507681 -0.0028412367309277823 0.0025913213693511791 -0.0081357459499510325 -0.006898823902672737 -0.0037748770346201993 -0.0049237377001898871 0.0034221920888339316
leaf_weight=23432 17797 2879 29720 119668 44710 1409 4916 12551 7642 38953 3919 14043 16395 15645 35604 12844 1839 19307 7011 648386 80790 10953 13770 22051 18824 51122 4554 12406 30665 1480
leaf_count=23432 17797 2879 29720 119668 44710 1409 4916 12551 7642 38953 3919 14043 16395 15645 35604 12844 1839 19307 7011 648386 80790 10953 13770 22051 18824 51122 4554 12406 30665 1480
internal_value=3.84453e-06 0.00457574 -0.00599906 -0.00732478 -0.0030289 0.00531782 -0.00573993 -0.000977179 -0.00831617 -0.00661824 -0.00422472 -0.00125325 0.000196799 -0.00349576 -0.00746335 -0.00531899 0.000969286 -0.00498355 -0.0036169 0.00541865 -0.00768791 0.000580936 -0.00483033 -0.00349629 0.00126539 -0.00781681 -0.003796 -0.00186003 -0.00575646 -0.00202213
internal_weight=1.32528e+06 752313 572972 396151 176821 663627 152447 88686 243704 107835 105662 71159 60490 28196 124036 51797 44095 75942 44612 649795 116394 13832 25335 25970 42256 56038 18324 57116 49972 19277
internal_count=1325285 752313 572972 396151 176821 663627 152447 88686 243704 107835 105662 71159 60490 28196 124036 51797 44095 75942 44612 649795 116394 13832 25335 25970 42256 56038 18324 57116 49972 19277
cat_boundaries=0 1 2 3 4 5
cat_threshold=6340 807 1296 6336 2176
is_linear=0
shrinkage=0.05


Tree=24
num_leaves=31
num_cat=6
split_feature=89 91 56 117 92 94 68 52 112 52 110 136 136 136 16 115 61 108 136 73 31 74 136 88 99 75 112 28 136 116
split_gain=13143.8 1214.88 773.786 223.891 136.191 104.683 103.989 75.7632 71.3491 65.3908 50.4597 48.5124 47.7217 45.7082 45.224 44.3066 44.086 40.5891 38.4383 34.9519 33.2328 33.0913 31.6789 29.7194 26.5709 24.938 24.164 21.046 20.018 18.648
threshold=-0.34298583865165705 -0.022105064243078228 249.28326416015628 0.56638467311859142 -0.82903259992599476 -0.61142286658287037 223.77677917480472 3.2949999570846562 -0.88697704672813404 0.98500001430511486 -0.67482370138168324 0 1 2 13.344999790191652 -0.85260769724845875 0.41518555581569677 0.86910066008567821 3 0.57925906777381908 1019.0499877929689 0.64661571383476268 4 -0.10908653959631918 -0.83148533105850209 0.62806186079978954 -0.9366365075111388 1020.0499877929689 5 0.93663650751113903
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 1 2 2 2 1 2 2 2 2 2 1 2
left_child=2 5 4 9 18 12 -3 17 14 21 -10 -11 -2 -12 19 25 -8 28 -1 -6 23 -4 -9 -14 27 -7 -13 -20 -5 -17
right_child=1 6 3 7 8 15 16 22 10 11 13 26 20 -15 -16 29 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0047190156448318364 -0.0042280942966313566 0.0051695272112029546 -0.0025397342625029344 -0.0026927107278699111 -0.0022444648077260504 -0.0027774414626570505 -6.9576059316271254e-05 -0.0050606059547704217 -0.0090732671605649167 -0.0066970351602383075 -0.0010074131761662771 -0.0090040528036326641 0.00026394060765263583 -0.0038198003859318871 -0.0093273489003151116 -0.0021972700497006315 0.004725996029464532 0.00050281309761242873 -0.0015949947772044169 -0.005958882567250961 -0.0040730477437523746 -0.0067790577633219402 -0.0069703000814432016 0.0028576730081373079 0.00015330015748006768 -0.0072043213959681026 -0.0078701839007052129 -0.0067789768994223239 -0.0052278537393917147 0.0029553004890304035
leaf_weight=7711 5319 642836 7636 13857 8391 5344 13745 39435 3471 47890 21657 103273 37491 43537 7533 19788 7358 5555 33088 25826 3397 11590 49336 15656 28456 7861 86213 2081 18027 1927
leaf_count=7711 5319 642836 7636 13857 8391 5344 13745 39435 3471 47890 21657 103273 37491 43537 7533 19788 7358 5555 33088 25826 3397 11590 49336 15656 28456 7861 86213 2081 18027 1927
internal_value=3.63939e-06 0.00429327 -0.00577643 -0.0070519 -0.00308998 -0.000940176 0.00505615 -0.00532774 -0.00419012 -0.00789993 -0.00319904 -0.00812709 0.000295289 -0.00288629 -0.00582013 -0.00312888 0.0016025 -0.00344137 -0.00138717 -0.005048 0.000721416 -0.00509532 -0.00612331 0.001028 -0.000982477 -0.00541278 -0.00848771 -0.00190174 -0.00412855 -0.00174003
internal_weight=1.32528e+06 760722 564563 382812 181751 96783 663939 126210 110415 256602 68665 237376 61863 65194 41750 34920 21103 37439 71336 34217 56544 19226 88771 53147 63625 13205 189486 35169 31884 21715
internal_count=1325285 760722 564563 382812 181751 96783 663939 126210 110415 256602 68665 237376 61863 65194 41750 34920 21103 37439 71336 34217 56544 19226 88771 53147 63625 13205 189486 35169 31884 21715
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=1296 6288 306 6272 1296 275
is_linear=0
shrinkage=0.05


Tree=25
num_leaves=31
num_cat=0
split_feature=58 97 88 91 92 16 91 60 62 91 89 57 82 101 56 109 61 61 112 36 110 31 28 82 112 63 16 98 63 80
split_gain=11927.4 984.777 760.386 231.241 123.239 105.562 97.0494 69.9124 64.9933 50.7257 46.5335 46.0101 36.9373 34.8382 32.7009 27.8317 27.0403 26.0583 25.1231 24.6489 26.4223 22.7598 21.5842 21.5658 24.2083 21.5039 20.3074 19.5714 18.2801 17.3585
threshold=198.38365173339847 -0.34315577149391169 -0.67024502158164967 -0.80058705806732167 -0.71281388401985157 12.50999975204468 -0.48487828671932215 0.36317770183086401 0.38932590186595922 -0.022105064243078228 -0.58778259158134449 186.4794616699219 248.45405578613284 0.333118885755539 266.51501464843756 -0.46396589279174799 0.36027471721172338 0.46953815221786505 -0.93038213253021229 16.650000572204593 0.16490582376718524 1019.0499877929689 1019.1499938964845 239.25839996337893 -0.53727915883064259 0.34102062880992895 12.50999975204468 -0.78104999661445607 0.29816935956478124 263.24377441406256
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 3 5 11 8 10 22 25 -3 16 17 -6 -10 -15 -13 -4 -1 -7 20 -8 -17 -5 -9 26 -2 -25 -14 -12 -18
right_child=2 9 6 7 12 18 19 23 13 -11 28 15 27 14 -16 21 29 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012909381008683633 -0.0026809644920007254 0.001278805774734661 -0.0025884174020210054 -0.0019532828497475737 -0.0051287077238248036 -0.0086860130420031781 -0.004512648902911893 -0.0082826913519764688 -0.0077017701844756901 0.0049157088088535982 0.00054075531529335107 -0.0069829768965726001 -0.0026472886254818393 -0.0040733762186888952 -0.0066457244130059788 0.00055033102298070397 -0.0070017446751514589 0.0050156062759596524 -0.0074081738501968449 0.0014247935263427386 -0.00071681302496897411 -0.0043325578411388061 -0.005675266879824465 -0.0046158403800272609 -0.0021164642699767634 -0.0052790128967942348 -0.006294621219867038 0.00014657995343713529 -0.0024375273434281372 -0.0044137619366603842
leaf_weight=10417 12377 9733 16661 26083 11011 83629 5210 5631 57583 641275 6152 1383 18751 16248 51564 36791 8487 8550 71223 11570 38189 2552 4579 41946 6339 22341 31573 9416 31700 27390
leaf_count=10417 12377 9733 16661 26083 11011 83629 5210 5631 57583 641275 6152 1383 18751 16248 51564 36791 8487 8550 71223 11570 38189 2552 4579 41946 6339 22341 31573 9416 31700 27390
internal_value=-2.06791e-06 0.0041552 -0.00540985 -0.00646429 -0.000494251 -0.0071675 -0.00228253 -0.0045574 -0.0062673 0.00486133 -0.00329002 0.000935859 -0.00267322 -0.00679736 -0.00602938 -1.14648e-05 -0.00425297 0.00296995 -0.00809828 -0.000625815 -0.0011725 0.0002336 -0.00250912 -0.00529205 -0.00508117 -0.00435281 -0.0053368 -0.00171332 -0.00195347 -0.00502597
internal_weight=1.32635e+06 749879 576475 431116 98871 314965 145359 116151 160113 651008 90390 59693 39178 125395 67812 40726 52538 18967 154852 54969 43399 39343 30662 85489 79858 34718 73519 28167 37852 35877
internal_count=1326354 749879 576475 431116 98871 314965 145359 116151 160113 651008 90390 59693 39178 125395 67812 40726 52538 18967 154852 54969 43399 39343 30662 85489 79858 34718 73519 28167 37852 35877
is_linear=0
shrinkage=0.05


Tree=26
num_leaves=31
num_cat=5
split_feature=59 69 56 118 89 89 112 112 60 99 136 56 16 136 60 136 112 83 108 75 16 29 16 108 109 136 75 58 56 136
split_gain=10776.2 805.304 786.44 195.69 155.593 108.145 65.9311 62.1008 53.9473 53.7563 45.0714 44.9181 44.0735 37.1279 36.5993 35.0983 33.7464 31.5361 27.9961 27.4878 27.457 25.8172 21.7416 21.1294 21.0308 20.0819 19.9197 19.5269 19.2653 19.1026
threshold=195.58074951171878 206.39550781250003 247.67069244384768 0.55191597342491161 -0.60354414582252491 -0.48396296799182886 -0.55191597342491139 -0.84335932135581959 0.31509949266910559 -0.80366167426109303 0 242.61605072021487 13.344999790191652 1 0.36529569327831274 2 -0.79332312941551197 248.52227020263675 -0.5897192358970641 0.53874090313911449 10.405000209808351 1020.9500122070314 13.344999790191652 0.92203247547149669 -0.53161039948463429 3 0.46405979990959173 183.746452331543 182.65007019042972 4
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1
left_child=1 11 4 8 7 16 14 12 -4 17 -9 27 26 -10 -5 28 20 -6 -12 -19 -3 25 -15 -8 -17 -21 -2 -1 -7 -16
right_child=2 5 3 6 9 15 23 10 13 -11 18 -13 -14 22 29 24 -18 19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0046752107647009033 -0.0012507294723374781 -0.0021330866694193613 -0.0040545140803485242 -0.0033652700217828334 -0.0068632470921664319 0.0051180294798662653 -0.0031129611316317199 -0.0048014441087908246 -0.0062578866074762558 0.00049957412894966282 -0.007604357858226678 -0.0022748844843129895 -0.0087516163069172506 -0.0072555227046254139 -0.0047734345313681899 -0.0086000466732823223 -0.00090577816388974454 2.9665990316396224e-05 -0.0014468295419783729 -0.0042949204713745954 -0.0058297853855340861 -0.0083726225766727613 -0.0083653842657244772 0.00065668207746278609 0.00027365962371639899 -0.0015324748841911468 -0.0049411023207062039 0.002075074218544345 0.0017615800340121 -0.0062356565114563721
leaf_weight=640936 4097 11682 13007 20666 3105 6242 13282 18033 58493 35269 1946 2353 7440 106639 36379 685 22098 16555 35912 8362 8812 1724 75273 5162 26446 30967 34020 7303 13568 59898
leaf_count=640936 4097 11682 13007 20666 3105 6242 13282 18033 58493 35269 1946 2353 7440 106639 36379 685 22098 16555 35912 8362 8812 1724 75273 5162 26446 30967 34020 7303 13568 59898
internal_value=-1.96447e-06 0.00400905 -0.00506595 -0.00637095 -0.002496 -0.000436852 -0.00483628 -0.0038613 -0.00719086 -0.00105293 -0.00274443 0.00462089 -0.00523152 -0.00736056 -0.00527447 0.00121842 -0.00226114 -0.00195481 -0.00176288 -0.00169025 -0.00372259 -0.00238382 -0.00771435 -0.00205794 4.95991e-05 -0.0021213 -0.00454444 0.00464592 0.00281775 -0.00568429
internal_weight=1.32635e+06 740125 586229 388799 197430 89533 135387 101448 253412 95982 55891 650592 45557 240405 116943 46941 42592 60713 37858 57608 20494 41053 181912 18444 27131 39329 38117 648239 19810 96277
internal_count=1326354 740125 586229 388799 197430 89533 135387 101448 253412 95982 55891 650592 45557 240405 116943 46941 42592 60713 37858 57608 20494 41053 181912 18444 27131 39329 38117 648239 19810 96277
cat_boundaries=0 1 2 3 4 5
cat_threshold=7300 1328 546 7312 1296
is_linear=0
shrinkage=0.05


Tree=27
num_leaves=31
num_cat=5
split_feature=58 97 89 61 56 93 91 59 136 60 17 136 96 82 136 56 112 28 93 75 136 54 30 29 31 16 116 136 61 113
split_gain=9753.42 806.864 613.159 201.32 118.341 105.01 85.5501 48.2452 45.7108 44.0241 41.9695 35.6751 33.8238 33.1713 31.5126 28.8183 28.682 26.4133 23.0192 21.6915 18.8587 18.6287 18.2034 18.0158 17.5611 17.1245 17.5706 17.0748 15.8945 15.8858
threshold=199.16585540771487 -0.43846178054809565 -0.74452722072601307 0.36027471721172338 211.21710968017581 -0.73462030291557301 -0.84834271669387806 182.5785827636719 0 0.36935018002986914 13.344999790191652 1 -0.75395101308822621 248.45405578613284 2 183.7826843261719 -0.53727915883064259 1020.1499938964845 -0.27986806631088251 0.48508083820343023 3 5.3750000000000009 1019.8500061035157 1018.7500000000001 1018.7500000000001 13.344999790191652 -0.38266885280609125 4 0.46953815221786505 -0.8338540494441985
decision_type=2 2 2 2 2 2 2 2 1 2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2
left_child=1 5 3 12 14 8 10 -3 15 23 11 -5 17 -7 22 28 -11 25 -13 -15 -8 -10 -4 -6 -17 -2 -27 -18 -1 -21
right_child=2 7 4 6 9 13 20 -9 21 16 -12 18 -14 19 -16 24 27 -19 -20 29 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0023338513959768768 -0.0029854869504075832 0.0044348660389648426 0.00078831169279273972 -0.0072875306996882609 -0.0014661265713251444 -0.004912800876679134 -0.0042415459102572856 0.0012089386271535592 -0.001504437966859253 -0.0045325004135071843 -0.0077372673489674183 -0.0036612355600185785 -0.0012572198946966175 0.0006220093900443682 -0.0017692464693609994 0.0014312978862947973 0.0004823731154901156 -0.0069822608723252508 -0.0060543072485504225 -0.0042524019129498098 -0.0057101586570291931 0.0016909145322460111 -0.0044779045452998864 -0.0044556708472014315 -0.0037631110333283869 -0.0025323881509349412 -0.0086395836950451683 -0.0033027504097758579 0.0062045850616420564 -0.0013600006760864309
leaf_weight=5565 29340 642329 28026 64991 29876 10538 34563 11803 19851 63246 99167 11703 15768 7780 32651 22169 4638 6228 71098 7795 61311 5922 1743 6062 1756 1972 2924 8331 5067 12141
leaf_count=5565 29340 642329 28026 64991 29876 10538 34563 11803 19851 63246 99167 11703 15768 7780 32651 22169 4638 6228 71098 7795 61311 5922 1743 6062 1756 1972 2924 8331 5067 12141
internal_value=-1.87673e-06 0.00374114 -0.00491339 -0.00599459 -0.00244183 -0.000475667 -0.00644941 0.00437666 0.000823768 -0.00341302 -0.00694154 -0.00640761 -0.00322165 -0.00252499 -0.000696846 0.002012 -0.00409327 -0.00398714 -0.00571538 -0.00161712 -0.00518176 -0.000769926 0.000479809 -0.0019704 0.00105005 -0.00344229 -0.00617974 -0.00195128 0.00417857 -0.00249093
internal_weight=1.32635e+06 752716 573638 399065 174573 98584 342833 654132 60330 112153 246959 147792 56232 38254 62420 34557 76215 40464 82801 27716 95874 25773 29769 35938 23925 34236 4896 12969 10632 19936
internal_count=1326354 752716 573638 399065 174573 98584 342833 654132 60330 112153 246959 147792 56232 38254 62420 34557 76215 40464 82801 27716 95874 25773 29769 35938 23925 34236 4896 12969 10632 19936
cat_boundaries=0 1 2 3 4 5
cat_threshold=802 6336 802 1328 50
is_linear=0
shrinkage=0.05


Tree=28
num_leaves=31
num_cat=3
split_feature=88 99 90 52 60 75 136 91 100 89 112 97 108 29 56 75 37 80 91 111 29 136 56 7 93 113 56 136 16 118
split_gain=8822.45 898.884 432.853 142.071 103.996 81.2566 73.1492 58.6775 51.548 50.558 47.1338 44.1624 42.3255 38.0252 34.5027 34.0984 32.6212 33.4316 27.7986 23.3414 22.4739 21.694 21.4175 20.0613 19.5807 19.0949 18.8469 18.6226 18.4776 16.9869
threshold=-0.41388390958309168 -0.37451648712158198 -0.74596008658409108 5.7349998950958261 0.36935018002986914 0.5494421422481538 0 -0.84032899141311634 0.36550076305866247 -0.11170284822583197 -0.80382624268531788 -0.55171045660972584 -0.30557149648666376 1017.7500000000001 257.40187072753912 0.57711568474769603 16.94999980926514 294.12191772460943 -0.12915378808975217 -0.52719905972480763 1018.8500061035157 1 253.28467559814456 5.3500001430511483 -0.32861505448818201 -0.84335932135581959 181.4731369018555 2 12.50999975204468 0.35019405186176306
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2
left_child=2 4 3 6 10 16 29 24 -5 25 15 -3 -7 18 -10 -2 17 -4 22 -12 -9 -21 -14 -18 -8 -6 -11 -16 -17 -1
right_child=1 11 5 8 9 12 7 20 14 26 19 -13 13 -15 27 28 23 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0044399835932782588 -0.0012743129217492411 7.8493189825418997e-05 -0.0041012863704140961 -0.0072625194574276117 -0.0017838223846305152 -0.0072582637372780928 -0.0045967901200432383 -0.0030638959061075792 -0.0024443787009205183 0.0049953342431214029 -0.0082842074707323264 0.0042029562461130291 -0.002077596919161628 -0.0046120877843900997 -0.0056404998439937544 -0.0042543256249839836 0.0026775546255975108 -0.00062197652456660217 0.00013762698933787588 -0.0021657298732765486 -0.0059114785435001385 0.00045281913442313704 -0.0038910799797729359 -0.0018373316815657387 -0.0063169023251971228 0.00060227969749753461 0.001774167040871813 -0.0071997106105371094 -0.0088089607105064811 -0.0014640002373209711
leaf_weight=6309 9790 6556 9866 119349 10914 6586 22650 36095 7257 7822 1000 646645 37300 30591 83390 12978 8553 22998 8697 12672 8575 21015 28892 3454 61377 36177 10826 25350 2688 19982
leaf_count=6309 9790 6556 9866 119349 10914 6586 22650 36095 7257 7822 1000 646645 37300 30591 83390 12978 8553 22998 8697 12672 8575 21015 28892 3454 61377 36177 10826 25350 2688 19982
internal_value=-1.79119e-06 0.00341599 -0.00486727 -0.0057589 -0.000452769 -0.00264961 -0.00458344 -0.00507441 -0.006533 0.000921837 -0.00195528 0.00416156 -0.00336953 -0.00312672 -0.0057824 -0.0035892 -0.000851609 -0.00166649 -0.00251998 -0.000756176 -0.00361053 -0.000532706 -0.00286916 0.00137878 -0.00585324 4.92671e-05 0.0031253 -0.00600517 -0.00503582 -0.00217731
internal_weight=1.32635e+06 779083 547271 390334 125882 156937 154988 128697 235346 65739 60143 653201 112066 105480 115997 25456 44871 32864 74889 34687 44670 33687 66192 12007 84027 47091 18648 108740 15666 26291
internal_count=1326354 779083 547271 390334 125882 156937 154988 128697 235346 65739 60143 653201 112066 105480 115997 25456 44871 32864 74889 34687 44670 33687 66192 12007 84027 47091 18648 108740 15666 26291
cat_boundaries=0 1 2 3
cat_threshold=274 5253 1811
is_linear=0
shrinkage=0.05


Tree=29
num_leaves=31
num_cat=5
split_feature=89 91 56 119 112 112 136 58 52 52 30 109 99 88 80 136 136 75 31 30 108 26 63 136 12 88 136 75 52 61
split_gain=7980.79 701.782 476.723 139.587 106.577 74.159 67.9135 62.345 48.4685 47.4885 47.0182 44.0402 35.5248 35.1469 34.7413 33.4201 27.6933 27.5025 26.8021 23.0049 21.1841 19.6247 19.5076 19.5021 18.9488 18.9164 18.4659 23.5307 18.1302 18.0952
threshold=-0.34298583865165705 -0.022105064243078228 251.73410797119143 0.58068084716796886 -0.84335932135581959 -0.85260769724845875 0 182.67262268066409 1.4950000047683718 1.3849999904632571 1018.2500000000001 -0.674312263727188 -0.74872469902038563 -0.41388390958309168 250.22673034667972 1 2 0.7297331988811494 1018.0499877929689 1020.2500000000001 0.88363686203956615 292.50000000000006 0.3713368177413941 3 1.8450000286102297 -0.65838152170181263 4 0.62515047192573558 2.6350001096725468 0.33839201927185064
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 1 2 2 1 2 2 2
left_child=2 5 4 8 10 18 29 25 17 20 14 -8 19 -7 24 -10 -11 -4 26 -13 -5 -17 -9 -14 -1 -3 27 -2 -15 -6
right_child=1 7 3 9 6 13 11 22 15 16 -12 12 23 28 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0039316096664564924 -0.0010691550748368145 -0.00090331274172136171 -0.0027009633492536475 -0.0022945572720393199 -0.0020379606825992164 -0.0010776108446242337 -0.0066368464561661665 -0.00050712308865602073 -0.00523666504368611 -0.0036870097373141106 -0.0061389332837925017 -0.0012631624288620025 0.002144620199875331 -9.5106365954869253e-05 -0.0026428401731950733 -0.0071112130808096133 -0.0053606708429777836 -0.0059039762669805575 -0.0060022638680349572 -0.0053934318572226728 0.0028414020677704505 -0.0060470143744163624 0.0029676671384385855 -0.00037971375902728173 -0.0083190546517234766 0.0040124175915503347 -0.0011383808968361232 -0.0074654757726418291 0.0020605767671930033 -0.0055800994882003524
leaf_weight=5498 2693 1963 14647 13166 5294 30548 3333 9927 48998 52289 18098 57327 11922 16598 46869 115697 47372 12355 5552 3582 2369 69251 6810 21323 4455 645712 14662 3085 23654 11305
leaf_count=5498 2693 1963 14647 13166 5294 30548 3333 9927 48998 52289 18098 57327 11922 16598 46869 115697 47372 12355 5552 3582 2369 69251 6810 21323 4455 645712 14662 3085 23654 11305
internal_value=-1.70707e-06 0.0033402 -0.00450294 -0.00553234 -0.00245433 -0.000637384 -0.00149217 0.00391966 -0.00617231 -0.00408265 -0.00391948 -0.000988379 -0.000788532 0.000201179 -0.00321257 -0.00640381 -0.00448346 -0.00416653 -0.00292156 -0.00150606 -0.00151135 -0.00671238 0.00090671 0.000526069 -0.00589545 0.00399752 -0.00208476 -0.00447654 0.00117168 -0.00444771
internal_weight=1.32635e+06 761204 565150 376144 189006 96792 114086 664412 260948 115196 74920 97487 94154 70800 56822 233946 99661 27002 25992 60909 15535 184948 16737 33245 9953 647675 20440 5778 40252 16599
internal_count=1326354 761204 565150 376144 189006 96792 114086 664412 260948 115196 74920 97487 94154 70800 56822 233946 99661 27002 25992 60909 15535 184948 16737 33245 9953 647675 20440 5778 40252 16599
cat_boundaries=0 1 2 3 4 5
cat_threshold=6272 1296 1298 546 6288
is_linear=0
shrinkage=0.05


Tree=30
num_leaves=31
num_cat=0
split_feature=58 99 88 52 91 92 62 63 103 99 83 75 88 113 52 112 111 52 111 56 93 80 83 110 36 65 56 31 31 29
split_gain=7225.71 587.491 461.325 130.532 85.7374 71.556 68.5761 44.0657 38.4171 36.1917 35.6906 32.6678 29.29 28.9791 27.9047 26.3871 25.6076 24.6356 22.2381 21.968 19.8833 19.6161 18.8577 18.4538 17.684 17.6048 17.5322 16.8917 15.6383 14.6924
threshold=199.94639587402347 -0.46382203698158259 -0.75900897383689869 6.5650000572204599 -0.58105376362800587 -0.88000643253326405 0.35330013930797582 0.36145389080047613 0.43390096724033361 -0.87704172730445851 236.73680114746097 0.50569200515747081 -0.15544512867927548 -0.86159634590148915 0.78499999642372142 -0.36648726463317866 -0.4610620886087417 2.5449999570846562 0.14094544202089312 182.65007019042972 -0.35634955763816828 298.05474853515631 224.94351196289065 -0.40624974668025965 15.550000190734865 9.4449996948242205 260.02111816406256 1017.0499877929689 1020.1499938964845 1020.6499938964845
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 6 7 16 14 -4 -5 26 -7 -12 22 -13 -2 23 -1 29 24 -19 25 -16 -3 -6 -9 -20 -8 -25 -11 -18
right_child=2 12 4 8 15 10 9 18 -10 28 11 13 -14 -15 21 -17 17 19 20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0055523200237951181 -0.00019478028426747607 -0.0021897990141184656 -0.001402674025071618 -0.0065338725808712188 -0.0064293405809445316 -0.0075511483325089923 -0.004465766535985018 -0.0065174291706399049 -0.0051778543676376529 -0.0032285560962342242 0.00082366924910053931 -0.0039709887093415603 0.0038043765480191647 -0.0010570097732244584 -0.0047938689854691288 0.0011479724908552821 1.0974643801818368e-05 0.0041767880508815011 -0.0029756819465264748 0.0012321889184314871 -0.0039564606789693835 -0.0022788343906263338 0.0024774011188296386 -0.00064937228429096355 -0.0028058505943189755 -3.2000347346279247e-05 -0.0060136974015992661 -0.0026892756604725496 -0.0055813358485388917 -0.0084041302503193496
leaf_weight=1413 10298 3005 29876 135878 1692 2395 29450 10484 84847 37999 13319 12977 643208 24909 11979 13802 16068 9182 18296 20421 39139 21976 7736 43087 4625 7031 48283 13275 8675 536
leaf_count=1413 10298 3005 29876 135878 1692 2395 29450 10484 84847 37999 13319 12977 643208 24909 11979 13802 16068 9182 18296 20421 39139 21976 7736 43087 4625 7031 48283 13275 8675 536
internal_value=3.68592e-06 0.00321247 -0.00424234 -0.00521238 -0.00215902 -0.000332296 -0.00416511 -0.00304001 -0.00601262 -0.00476642 -0.00158536 -0.00130632 0.00376113 -0.00205513 -0.00247466 -0.000817103 0.00107812 0.00128088 -0.00365474 0.00214552 -0.00325009 -0.00316611 0.00117166 -0.00128429 -0.00538128 -0.00215849 -0.00542725 -0.00112983 -0.00366585 -0.000260677
internal_weight=1.32586e+06 755169 570692 389385 181307 101220 168660 109451 220725 124407 53600 51205 653949 37886 44253 71856 47620 46207 79575 29603 64466 33955 10741 58054 15109 25327 77733 56362 46674 16604
internal_count=1325861 755169 570692 389385 181307 101220 168660 109451 220725 124407 53600 51205 653949 37886 44253 71856 47620 46207 79575 29603 64466 33955 10741 58054 15109 25327 77733 56362 46674 16604
is_linear=0
shrinkage=0.05


Tree=31
num_leaves=31
num_cat=4
split_feature=58 91 88 60 91 99 112 88 63 16 56 52 136 31 136 57 136 136 63 83 31 10 31 100 52 89 110 89 91 108
split_gain=6521.2 531.691 416.346 120.318 77.378 58.5287 57.8857 57.727 40.1948 31.1864 27.968 27.2735 26.734 24.5952 23.8693 24.4669 22.4638 21.0263 20.9901 19.5363 18.135 19.5003 17.648 16.1155 15.5272 15.3801 14.3536 14.2853 13.6951 13.4921
threshold=199.94639587402347 -0.095968913286924348 -0.75900897383689869 0.3588987290859223 -0.58105376362800587 -0.87543168663978566 -0.78257837891578663 -0.18299321085214612 0.34102062880992895 12.50999975204468 253.9344177246094 8.3550000190734881 0 1020.7500000000001 1 253.29666900634768 2 3 0.35334408283233648 224.94351196289065 1018.9500122070314 8.5500001907348651 1019.3500061035157 0.28614640235900884 0.11499999836087228 -0.78779095411300648 -0.40624974668025965 -0.33279752731323237 -0.58105376362800587 -0.67060548067092884
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 13 8 10 9 19 -4 20 -5 17 -6 18 -10 -16 29 -7 -2 -3 21 -1 26 24 -12 -9 -14 -28 -20 -8
right_child=2 7 4 5 12 11 16 25 14 -11 23 -13 22 -15 15 -17 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00031760398176967279 -0.0012620001716222916 -0.0029377988716764694 -0.0010985267563797146 -0.0043749604567805888 0.00088165628202864141 -0.0025756726018129599 -0.0042784428582690439 -0.0013261494333991198 -0.00522879460547026 -0.0057340874383510756 -0.0015521218889295988 -0.0050743826809986139 -0.0059912563553953888 -0.0056592550809647065 -0.0020192586175057925 -0.0038892262201055874 -0.00093329812988422658 -0.0046032099729837687 -0.0039846225014404232 0.0014611712946629935 -0.004994041740429285 -0.0035507852340650164 -0.0044014478362296118 -0.0055027537911608295 -0.006511688088668287 0.0036129503355721427 -0.0015363583532519071 0.00029026890410214693 -0.0010843014750677416 0.0014053992631026114
leaf_weight=18443 22712 3056 24388 30116 18165 26968 1081 1580 14790 5479 1603 66717 1438 6402 32829 37444 19878 24520 19299 14497 3473 6242 4321 84145 101745 650867 31797 16135 5158 30573
leaf_count=18443 22712 3056 24388 30116 18165 26968 1081 1580 14790 5479 1603 66717 1438 6402 32829 37444 19878 24520 19299 14497 3473 6242 4321 84145 101745 650867 31797 16135 5158 30573
internal_value=3.50159e-06 0.00305184 -0.00403022 -0.00495176 -0.00205107 -0.0053028 -0.000669282 0.00352486 -0.00288801 -0.00228269 -0.00578931 -0.00440718 -0.000776248 -0.00275121 -0.00340106 -0.00301522 0.000383856 -0.00354264 -0.00235652 0.000695305 -0.00161112 -0.00113517 -0.00133707 -0.00601649 -0.00643476 0.00360099 -0.00106914 -0.000921474 -0.00337294 0.00121091
internal_weight=1.32586e+06 755169 570692 389385 181307 335814 85169 670000 109451 33637 217609 118205 71856 53571 85063 70273 51532 51488 47169 17553 28158 24685 53691 187493 103348 652447 49370 47932 24457 31654
internal_count=1325861 755169 570692 389385 181307 335814 85169 670000 109451 33637 217609 118205 71856 53571 85063 70273 51532 51488 47169 17553 28158 24685 53691 187493 103348 652447 49370 47932 24457 31654
cat_boundaries=0 1 2 3 4
cat_threshold=50 6272 818 1331
is_linear=0
shrinkage=0.05


Tree=32
num_leaves=31
num_cat=6
split_feature=91 98 56 118 136 28 94 111 52 89 136 113 52 75 52 136 77 12 99 136 8 109 16 136 75 116 136 91 128 86
split_gain=5889.92 448.293 438.734 119.394 94.3024 75.1833 66.3901 61.0868 47.9238 46.2749 35.8894 33.5324 31.8838 31.7961 31.8504 28.4047 28.1778 23.8997 23.7029 23.5623 20.8267 20.6055 18.7025 18.5147 17.7074 16.24 15.6248 14.6004 14.377 15.0027
threshold=-0.2879475057125091 -0.56330096721649159 250.92921447753909 0.50751903653144848 0 1020.0499877929689 -0.53982865810394276 -0.52719905972480763 1.3049999475479128 -0.43539242446422571 1 -0.85260769724845875 0.51499998569488536 0.62515047192573558 0.55500000715255748 2 3.1550000905990605 1.5149999856948855 -0.88326573371887196 3 8.7500000000000018 -0.74962252378463734 10.405000209808351 4 0.60198387503623974 0.89490029215812694 5 -0.077934440225362764 112.50000000000001 0.72246775031089794
decision_type=2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 1 2 2 2 1 2 2 2 1 2 2 1 2 2 2
left_child=2 6 4 12 13 7 11 17 23 18 20 -2 24 14 -1 -14 28 -6 -9 27 -10 -18 -8 -5 -4 -7 -11 -13 -3 -30
right_child=1 16 3 8 5 25 22 9 10 26 -12 19 15 -15 -16 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0007819897888066028 -0.0015524239160237419 0.0034390424761052574 0.00020994927209891444 0.0015243419634488903 -0.0011244078594639653 -0.0051628603471824009 -0.0013431986381185425 -0.0023900072189274803 -0.0039396256821555113 0.0010908302444955363 -0.004834125268089416 0.00090625553782242095 -0.0046603270785242779 -0.0052172739673128389 -0.0040759631119254127 -0.0059957383473336779 -0.0071009165946446101 -0.0077558357462453147 -0.00074738903672248898 -0.00011960463401449346 -0.0021204128830194092 0.00171834393945632 -0.0039035811514202034 -0.0022026050727250515 -0.0042111786065308467 0.0049243048402419038 -0.00061055068624602622 0.0032783808319249335 -0.031936415721630231 0.0081682325054246649
leaf_weight=5395 13807 641980 3259 4422 1933 13682 19753 42444 38361 29593 68803 11663 53617 24468 9007 160218 691 4573 45510 18102 26670 15949 11163 13459 7424 411 24791 14616 58 39
leaf_count=5395 13807 641980 3259 4422 1933 13682 19753 42444 38361 29593 68803 11663 53617 24468 9007 160218 691 4573 45510 18102 26670 15949 11163 13459 7424 411 24791 14616 58 39
internal_value=3.32181e-06 0.00293324 -0.00378717 -0.00479603 -0.00190633 -0.00137812 -0.000395291 -0.00104772 -0.00371249 -0.000831159 -0.00403732 0.000599537 -0.00552822 -0.00411907 -0.00225617 -0.0056614 0.00338349 -0.00578557 -0.00154007 0.00126902 -0.00319305 0.00135211 -0.00226769 -0.0012813 -0.00286245 -0.00486868 0.000315342 0.00222475 0.00343613 -0.0158119
internal_weight=1.32586e+06 747821 578040 376233 201807 162937 89104 148844 151715 142338 133834 58188 224518 38870 14402 213835 658717 6506 87954 44381 65031 16640 30916 17881 10683 14093 54384 26279 642077 97
internal_count=1325861 747821 578040 376233 201807 162937 89104 148844 151715 142338 133834 58188 224518 38870 14402 213835 658717 6506 87954 44381 65031 16640 30916 17881 10683 14093 54384 26279 642077 97
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=6272 1298 1328 802 274 802
is_linear=0
shrinkage=0.05


Tree=33
num_leaves=31
num_cat=4
split_feature=90 99 57 119 110 30 136 113 112 109 96 88 16 61 76 61 88 36 62 60 136 136 136 37 88 33 28 107 74 81
split_gain=5332.86 436.683 345.422 115.486 89.3481 68.2243 69.6325 58.4466 43.3911 41.7197 41.2557 36.2534 31.0512 27.4364 25.9018 25.1301 22.2104 22.0443 21.3479 19.885 19.1684 19.1522 19.0602 17.0705 16.2196 15.6636 14.6762 14.6748 13.613 13.5521
threshold=-0.32899238169193262 -0.46382203698158259 251.82318878173831 0.52247866988182079 -0.40624974668025965 1019.6499938964845 0 -0.86159634590148915 -0.47714059054851526 -0.74962252378463734 -0.83109951019287098 -0.18299321085214612 13.344999790191652 0.31944648921489721 8.1250000000000018 0.37031632661819464 -0.15544512867927548 15.250000000000002 0.29589198529720312 0.38891325891017919 1 2 3 18.849999427795414 -0.43403549492359156 14.150000095367433 1019.1499938964845 -0.221710130572319 0.52522239089012157 288.07160949707037
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 2 2 2
left_child=2 7 4 12 14 6 18 17 13 -9 24 20 15 -5 23 28 27 29 -6 -13 -11 -17 -15 -1 -8 -20 -22 -3 -4 -2
right_child=1 16 3 8 5 -7 10 9 -10 11 -12 19 -14 22 -16 21 -18 -19 25 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0039540920122164668 -0.0048610200893506672 0.0022710997360827897 -0.00077392839463066171 -0.0014887504391438672 -0.00057673127094128778 -0.004439905049964111 -0.0019333590819534596 -0.0068922852645667138 -0.00015131893584963911 -0.0021339469789015434 0.00058265059927461386 0.00060625288357434969 -0.005912904968480669 -0.0031961235480202814 -0.0074385655770536994 -0.0056837245126178243 0.0032640955099614167 -0.00045489709978868611 -0.0042649074423563079 0.0033735250770416795 0.00065946470915865965 -0.0044050113417188966 -0.004464835989682836 0.0059559270449770999 -0.0002470882820584537 -0.0022840633829425304 -0.0026779165542546702 -0.0015821254690659933 -0.0038566552817298756 -0.0020378310347195865
leaf_weight=5761 7970 7667 5022 13193 8449 19193 44170 1889 9474 10038 44726 11841 96521 54453 8614 55372 643424 10628 21423 14370 33281 63521 65755 470 21059 18684 3656 3646 12482 9109
leaf_count=5761 7970 7667 5022 13193 8449 19193 44170 1889 9474 10038 44726 11841 96521 54453 8614 55372 643424 10628 21423 14370 33281 63521 65755 470 21059 18684 3656 3646 12482 9109
internal_value=3.14984e-06 0.00274984 -0.00365779 -0.00454013 -0.00193575 -0.00162445 -0.00128354 -0.000280084 -0.003421 0.000444248 -0.000586916 0.000633611 -0.00522663 -0.00365321 -0.00566225 -0.00474099 0.00322548 -0.00224274 -0.00286034 0.00212339 -0.000197652 -0.00500139 -0.00389076 -0.00320659 -0.00138895 -0.00334212 0.000329044 0.00102927 -0.0029722 -0.00335529
internal_weight=1.32586e+06 757519 568342 375793 192549 177704 158511 102782 142875 75075 109955 73186 232918 133401 14845 136397 654737 27707 48556 26211 46975 118893 120208 6231 65229 40107 36937 11313 17504 17079
internal_count=1325861 757519 568342 375793 192549 177704 158511 102782 142875 75075 109955 73186 232918 133401 14845 136397 654737 27707 48556 26211 46975 118893 120208 6231 65229 40107 36937 11313 17504 17079
cat_boundaries=0 1 2 3 4
cat_threshold=7312 7300 6336 1298
is_linear=0
shrinkage=0.05


Tree=34
num_leaves=31
num_cat=4
split_feature=59 89 57 61 88 101 112 58 63 16 92 52 136 136 57 81 136 22 136 81 111 81 31 88 92 36 5 73 109 111
split_gain=4826.1 363.393 347.718 121.225 84.8574 47.9943 45.3116 38.2731 36.8151 30.0492 28.1982 26.3294 24.0541 23.3912 20.9745 20.7333 20.5653 18.2867 17.6007 16.7783 15.9761 15.9491 15.1002 14.99 14.9387 14.5668 13.965 13.8617 13.4845 13.027
threshold=197.11301422119143 -0.74859669804573048 183.28304290771487 0.36027471721172338 -0.48224546015262598 0.38787113130092626 -0.79332312941551197 230.33657073974612 0.34302677214145666 12.50999975204468 -0.16904257982969281 1.6950000524520876 0 1 256.75741577148443 335.06278991699224 2 7.5850000381469735 3 295.28947448730474 -0.24471236765384671 236.69863128662112 1017.9500122070314 -0.73822447657585133 -0.28208675980567927 15.550000190734865 5.2500000000000009 0.56974253058433544 0.04264506325125695 -0.67694264650344838
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 11 8 14 9 23 -3 21 17 15 -6 25 -5 -2 -10 -7 -12 -13 -15 -4 29 -1 -21 28 -14 -23 -8 -18
right_child=1 4 6 5 12 10 13 -9 16 -11 18 19 26 20 -16 -17 22 -19 -20 24 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00042261372953269078 -0.0012670697660876753 -0.00081487186955986335 -0.0070659120467010646 -0.0041190851739625715 0.00055161769381407934 -0.0031584243754043009 -0.0052254400310259227 -0.0011122378078015902 -0.0046538200801877492 -0.0049021434695198582 -0.0034761875798616556 -0.0048860566797528275 -0.00036751222704616189 -0.0065895808036577049 -0.0054240323779643869 0.0052282557700714513 -0.006381140377401129 0.00012574486811667594 -0.004701323756865855 -0.00089243266243426702 -0.00015038515222215562 0.00083455734140579262 -0.0036695572254970446 0.0030942398550303308 -0.0035545740009815426 0.0034903536906318866 -0.0025352019815900319 -0.0017245873008515777 0.0012093443495758401 -0.0019659843412542137
leaf_weight=3044 24305 26912 1076 38684 40981 16482 882 5495 14452 6659 47049 9285 17137 996 150944 1294 1729 5706 79455 9705 29313 8086 22464 655614 11531 8039 13117 15310 10584 49531
leaf_count=3044 24305 26912 1076 38684 40981 16482 882 5495 14452 6659 47049 9285 17137 996 150944 1294 1729 5706 79455 9705 29313 8086 22464 655614 11531 8039 13117 15310 10584 49531
internal_value=2.98484e-06 -0.00341387 0.00266623 -0.00427348 -0.0015941 -0.00463048 -0.000427737 0.00304332 -0.00243359 -0.00192418 -0.00395796 -0.00212129 -0.000237818 0.000507455 -0.00515782 -0.000938739 -0.00292763 -0.00231385 -0.00424632 -0.00311313 -0.000361868 -0.00111385 -0.00258826 0.00307799 -0.00233796 0.00185754 -0.00130691 -0.000840109 0.000714361 -0.00211491
internal_weight=1.32586e+06 580763 745098 394440 186323 338320 80945 664153 115088 31131 148692 56120 71235 49814 189628 25599 88176 22188 126504 30521 30309 24472 73724 658658 21236 19505 30254 23396 11466 51260
internal_count=1325861 580763 745098 394440 186323 338320 80945 664153 115088 31131 148692 56120 71235 49814 189628 25599 88176 22188 126504 30521 30309 24472 73724 658658 21236 19505 30254 23396 11466 51260
cat_boundaries=0 1 2 3 4
cat_threshold=822 546 6272 1298
is_linear=0
shrinkage=0.05


Tree=35
num_leaves=31
num_cat=6
split_feature=89 91 90 17 88 115 62 136 60 88 117 37 111 136 28 99 81 93 52 90 111 136 136 75 38 136 28 69 53 136
split_gain=4381.51 374.173 275.174 88.2371 67.2891 51.1933 50.8159 38.8422 37.6543 31.9079 27.5694 22.7485 22.5809 20.4986 20.4241 20.1884 17.9624 17.6317 17.3738 16.8027 16.7326 16.7063 16.287 15.6756 15.3737 14.2579 17.4561 13.9731 13.9604 13.0725
threshold=-0.34298583865165705 -0.022105064243078228 -0.78183794021606434 12.50999975204468 -0.48224546015262598 -0.85260769724845875 0.36722394824028021 0 0.36529569327831274 -0.80987381935119618 -0.74892720580101002 14.150000095367433 -0.59687072038650502 1 1018.8500061035157 -0.73038733005523671 280.08067321777349 -0.32861505448818201 0.43500000238418585 -0.73713278770446766 -0.52719905972480763 2 3 0.48114518821239477 21.349999427795414 4 1020.2500000000001 281.89204406738287 0.14500000327825549 5
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 1 1 2 2 1 2 2 2 1
left_child=2 5 3 6 8 11 18 28 14 -3 -5 16 24 -14 23 -10 -2 -9 -1 -11 -6 -20 -12 -4 -7 -22 -27 -19 -8 -17
right_child=1 9 4 10 20 12 7 17 15 19 22 -13 13 -15 -16 29 -18 27 21 -21 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00043921764737161486 -0.0058042576341062252 -0.0013045994515851263 0.0013090037028475662 -0.0015662067351366279 -0.0053865815699483018 -0.0067649895857320287 -0.0015879718828207903 -0.0016346215869623574 -0.0033926808891436111 -0.00057283203146470715 -0.0041684460106034601 -0.00086143135748513737 0.0011507283614631033 -0.00062214784274132321 -0.0038178599132460997 0.002303603781275569 -0.0021132728339212916 -0.0048965150766342933 -0.003709062996632909 0.0029368754112119562 0.00075003517536666956 -0.0015388205958009257 -0.005344573253832214 -0.0012359570598050023 0.0091280128594440797 -0.00061086139525255777 -0.0055760483483772222 -0.0031141391945993476 -0.0048689335248002013 -0.0020698588459242581
leaf_weight=6583 5884 4503 8354 5793 1632 1614 3406 16135 69435 3428 38712 14163 40391 27330 5613 1831 7495 13755 14095 656262 21905 24041 129470 21945 168 33476 1869 54820 67399 24399
leaf_count=6583 5884 4503 8354 5793 1632 1614 3406 16135 69435 3428 38712 14163 40391 27330 5613 1831 7495 13755 14095 656262 21905 24041 129470 21945 168 33476 1869 54820 67399 24399
internal_value=-9.21385e-06 0.00246628 -0.00334647 -0.00413391 -0.00179931 -0.000433776 -0.00341824 -0.00384537 -0.00242801 0.00289001 -0.0049576 -0.00225807 0.000289137 0.000435331 -0.00104749 -0.00294625 -0.00373654 -0.00312138 -0.00193285 0.00291864 -0.000394428 -0.00234231 -0.00507442 -0.000534264 -0.00526666 -0.000252119 -0.000873167 -0.00347165 -0.00471044 -0.00176448
internal_weight=1.32591e+06 761238 564668 374209 190459 97045 200234 155515 131577 664193 173975 27542 69503 67721 35912 95665 13379 84710 44719 659690 58882 38136 168182 30299 1782 57250 35345 68575 70805 26230
internal_count=1325906 761238 564668 374209 190459 97045 200234 155515 131577 664193 173975 27542 69503 67721 35912 95665 13379 84710 44719 659690 58882 38136 168182 30299 1782 57250 35345 68575 70805 26230
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=6340 818 6848 1296 562 32
is_linear=0
shrinkage=0.05


Tree=36
num_leaves=31
num_cat=2
split_feature=59 70 90 62 56 83 119 99 109 112 16 92 52 60 90 83 93 28 5 111 65 110 24 136 108 128 83 33 136 125
split_gain=3965.4 309.79 279.429 85.3315 60.5321 47.5732 47.2405 33.0599 31.572 30.8232 29.4612 25.7661 23.1486 22.0359 20.954 20.9018 18.5642 17.2073 20.0564 17.3832 16.9902 16.7029 15.9358 14.8321 14.5045 14.1206 18.9665 14.0244 13.0824 12.6626
threshold=199.2976989746094 226.49394989013675 -0.7584034502506255 0.3511530607938767 213.54021453857425 246.826774597168 0.39873388409614569 -0.57501655817031849 -0.82507988810539235 -0.79332312941551197 11.775000095367433 -0.14608868211507794 1.3049999475479128 0.32389548420906072 -0.11065876111388205 298.05366516113287 -0.27986806631088251 1019.9500122070314 8.7500000000000018 0.2977691143751145 13.175000190734865 -0.24891528487205503 185.50000000000003 0 -0.24251744896173474 99.000000000000014 281.11094665527349 12.84999990463257 1 0.97233289480209362
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 1 2 2 2 2 1 2
left_child=1 8 3 12 17 21 16 13 -1 10 27 20 28 -6 -11 -14 -5 18 22 -20 -8 -3 -4 -13 -15 -10 -27 -7 -2 -19
right_child=2 5 4 6 7 9 11 -9 25 14 -12 23 15 24 -16 -17 -18 29 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0056752985866099512 0.0034145105765894823 -0.0058665137097087296 0.0027770994071955415 -0.0036458959024587992 -0.0010274790469703972 -0.0020779209427773944 -0.0030107029776106908 0.00027709883246615025 0.0027789251238527039 0.00027966479889934593 -0.0050288423822062722 -0.0030149672236539429 -0.0045299532001229076 -0.0051993335544541809 0.0025651612734833868 -0.0018418823027020186 -0.0049547703330219432 -0.0046520311135473695 -0.0079413147289458374 -0.0014956817163231282 -0.00040036092358512927 -0.0019643012355923819 -9.0451848259094847e-05 -0.0042087708990871673 -0.0026904229888613128 -0.023468336037227089 -0.00062683306766540608 0.00040699064241557026 -0.00099166881902298118 0.0033204028914781154
leaf_weight=1108 1873 3627 5359 32933 19943 8795 19968 11751 658084 35215 4142 37519 11085 6223 14022 20804 152709 3489 1218 7408 9063 11242 50513 87069 77540 112 482 16022 16007 581
leaf_count=1108 1873 3627 5359 32933 19943 8795 19968 11751 658084 35215 4142 37519 11085 6223 14022 20804 152709 3489 1218 7408 9063 11242 50513 87069 77540 112 482 16022 16007 581
internal_value=-8.75811e-06 0.00237686 -0.00314286 -0.00390223 -0.00153754 -0.000323724 -0.00418586 -0.00223638 0.00275778 0.00016923 -0.00112518 -0.00353726 -0.00196884 -0.00252118 0.000930542 -0.00277629 -0.00472258 -0.000360822 -0.000161851 -0.00240581 -0.0021958 -0.00291617 0.000184591 -0.00384984 -0.00287682 0.00277197 -0.00493365 -0.000473648 -0.000528749 -0.00351395
internal_weight=1.32591e+06 752851 573055 389030 184025 93065 339261 115457 659786 78196 28959 153619 49769 103706 49237 31889 185642 68568 64498 8626 29031 14869 55872 124588 83763 658678 594 24817 17880 4070
internal_count=1325906 752851 573055 389030 184025 93065 339261 115457 659786 78196 28959 153619 49769 103706 49237 31889 185642 68568 64498 8626 29031 14869 55872 124588 83763 658678 594 24817 17880 4070
cat_boundaries=0 1 2
cat_threshold=1296 18
is_linear=0
shrinkage=0.05


Tree=37
num_leaves=31
num_cat=3
split_feature=89 96 91 16 136 112 16 136 31 72 92 12 116 37 63 81 110 88 20 28 90 133 31 136 81 116 91 68 53 53
split_gain=3586.35 301.369 230.28 73.9632 67.1358 57.4427 53.6258 45.4646 44.2165 34.925 32.9817 30.9274 28.1253 21.1711 21.0246 20.9731 20.7369 20.5888 22.0494 20.2671 17.7636 17.5859 17.0001 16.9759 16.5989 16.324 14.9008 13.6635 13.3649 12.4696
threshold=-0.34298583865165705 -0.50709617137908924 -0.78614118695259083 12.50999975204468 0 -0.55191597342491139 11.775000095367433 1 1017.9500122070314 0.50741636753082286 -0.30537502467632288 2.4550000429153447 -0.79332312941551197 16.94999980926514 0.38121592998504644 231.56848907470706 -0.52907252311706532 -0.039728078991174691 5.9549999237060556 1010.6499938964845 -0.5666942000389098 1016.5499877929689 1019.5499877929689 2 218.90030670166018 0.19936034083366397 0.04282080382108689 282.59376525878912 1.325000047683716 1.4650000333786013
decision_type=2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=2 4 3 7 15 6 9 14 11 -4 25 17 -5 19 29 -2 -11 26 -19 -7 24 -22 23 -18 -3 -9 -6 -14 -12 -1
right_child=1 20 5 12 8 13 -8 10 -10 16 28 -13 27 -15 -16 -17 22 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013580485498625935 -0.0057161180444968672 -0.0041165140221276547 0.0005224747752638093 -0.0010695456242117633 0.00045843868169747519 -0.0038979521559254684 -0.0033366011027094488 -0.0029526071192860783 -0.0025107219545390958 -0.0060189595947005969 -0.0010018268933539166 -0.0024070420705719483 -0.0052055942708822377 0.0022897940700772408 -0.0043592218041436656 -0.0018332795113697193 -0.0028966327171336455 0.00022903745002841194 0.0044640787221862125 -7.3959015617409101e-05 0.0026514070807071312 -0.022411224553361538 -0.003617210353089604 -0.0009981274338066936 0.0016382245404827148 -0.00040282219957607886 0.0031888030408795177 -0.0042748951947054184 -0.0031988807056426739 -0.004011251005822356
leaf_weight=10725 4092 1793 19216 5660 39154 3952 54947 8575 10616 2873 7660 6134 66626 8287 69688 23170 15081 4660 9027 28115 652633 70 10034 53802 4161 23424 5728 96628 71832 7543
leaf_count=10725 4092 1793 19216 5660 39154 3952 54947 8575 10616 2873 7660 6134 66626 8287 69688 23170 15081 4660 9027 28115 652633 70 10034 53802 4161 23424 5728 96628 71832 7543
internal_value=-8.32201e-06 0.00223131 -0.0030276 -0.00376471 -0.000289589 -0.00164445 -0.00207953 -0.0031127 0.000480042 -0.00139568 -0.00244133 0.000970819 -0.00453459 3.69594e-05 -0.00396298 -0.0024152 -0.00184634 0.00132459 0.00302218 -0.000545235 0.00262392 0.00264872 -0.00169443 -0.00141434 -9.47695e-05 -0.00108611 0.000806897 -0.00465473 -0.00298717 -0.00245358
internal_weight=1.32591e+06 761238 564668 368361 102581 196307 155953 199447 75319 101006 111491 64703 168914 40354 87956 27262 81790 58569 13687 32067 658657 652703 78917 68883 5954 31999 44882 163254 79492 18268
internal_count=1325906 761238 564668 368361 102581 196307 155953 199447 75319 101006 111491 64703 168914 40354 87956 27262 81790 58569 13687 32067 658657 652703 78917 68883 5954 31999 44882 163254 79492 18268
cat_boundaries=0 1 2 3
cat_threshold=6352 6340 5248
is_linear=0
shrinkage=0.05


Tree=38
num_leaves=31
num_cat=3
split_feature=91 89 70 61 88 113 101 92 63 55 16 109 17 136 22 136 116 81 136 90 99 90 36 99 63 134 5 31 29 35
split_gain=3239 245.329 239.764 79.2011 55.953 41.9545 38.0699 29.1995 28.0304 25.102 23.2822 22.7303 21.9317 20.8405 18.9151 18.6615 18.1549 16.8243 15.5991 15.3929 13.7105 13.5138 13.4167 12.6606 11.4492 11.231 11.1653 13.2456 11.018 10.784
threshold=-0.2879475057125091 -0.74859669804573048 223.91449737548831 0.35213389992713934 -0.47301638126373285 -0.85260769724845875 0.31173251569271093 -0.10582985728979109 0.41533809900283819 2.6350001096725468 12.50999975204468 -0.82507988810539235 13.344999790191652 0 8.0250000953674334 1 -0.47714059054851526 330.38528442382818 2 -0.041428642347455018 -0.66498863697051991 -0.93960639834403981 15.250000000000002 -0.8148939013481139 0.32171513140201574 1016.7500000000001 5.2500000000000009 1018.2500000000001 1019.3500061035157 11.84999990463257
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 10 8 12 21 14 20 15 17 -2 22 -6 -8 29 -12 24 -9 -11 -3 -5 -4 -10 -1 -13 27 -15 -17 -7
right_child=2 4 5 6 13 9 7 18 23 19 16 25 -14 26 -16 28 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00029535800439650748 -0.0050354855071789648 -0.001466875889431017 -0.0022618478648720147 -0.0046951388506616528 0.00054230187487149732 -0.0014101546814017801 -0.0024458420724644005 -0.0032658561810234099 -0.0032349618421152618 0.00086013720567603119 -0.00095842336801944665 0.0025110003788547061 -0.0053448975153025761 0.00012482343384722226 0.00093476174807812526 -0.0011182031983755125 -0.0058379310463485875 0.0021879625820616449 -0.0043822199211548465 0.0035090797103978508 0.00071366771301829271 -0.0037202065757780123 0.00024946097085765942 -0.0018630048790380044 -0.0021083525341097343 -0.014865729418803528 -0.0023203659517695117 -0.0043673223642942726 -0.0051599781150839606 0.0017381820366119821
leaf_weight=13099 1000 38193 14115 105241 40085 3714 26079 107562 38789 23411 2959 656263 3969 15104 4918 17496 5358 3357 44531 7162 8886 53671 8534 29684 25978 93 12786 1841 1866 10162
leaf_count=13099 1000 38193 14115 105241 40085 3714 26079 107562 38789 23411 2959 656263 3969 15104 4918 17496 5358 3357 44531 7162 8886 53671 8534 29684 25978 93 12786 1841 1866 10162
internal_value=-7.90741e-06 -0.0028185 0.00216499 -0.00352611 -0.00131924 -0.000248911 -0.00379963 -0.00330816 -0.00199447 0.000446666 -0.00168293 0.00249706 -0.00191641 -0.000201666 -0.00190947 -0.000504438 -0.00410191 -0.00120881 -0.00359322 0.00148068 -0.00105531 -0.00436586 -0.0013156 -0.0026402 -0.00150062 0.00250854 -0.0012045 -0.000363229 -0.00150695 0.000894865
internal_weight=1.32591e+06 578121 747785 392753 185368 90429 342002 183090 115552 63811 50751 657356 26618 69816 30997 33238 8317 42434 152093 30573 47079 158912 22649 68473 39077 656356 29731 16945 19362 13876
internal_count=1325906 578121 747785 392753 185368 90429 342002 183090 115552 63811 50751 657356 26618 69816 30997 33238 8317 42434 152093 30573 47079 158912 22649 68473 39077 656356 29731 16945 19362 13876
cat_boundaries=0 1 2 3
cat_threshold=822 566 1811
is_linear=0
shrinkage=0.05


Tree=39
num_leaves=31
num_cat=4
split_feature=89 91 92 116 108 29 115 99 53 53 108 136 76 90 75 33 75 75 64 136 136 116 109 31 136 133 29 61 29 111
split_gain=2930.63 257.619 184.229 73.1965 51.8337 47.4826 41.2856 36.7616 30.9746 28.3051 25.8325 24.7184 22.9874 21.8912 21.83 21.024 19.2673 17.9096 16.6043 16.5628 15.3207 14.6222 13.8738 13.8208 13.7555 13.3453 13.141 12.4753 12.4091 12.2188
threshold=-0.36454774439334864 -0.022105064243078228 -0.30537502467632288 0.56638467311859142 -0.39879213273525232 1020.9500122070314 -0.89490029215812672 -0.76760992407798756 2.3149999380111699 0.22500000149011615 0.88363686203956615 0 8.1250000000000018 -0.73713278770446766 0.62806186079978954 12.250000000000002 0.48114518821239477 0.60500329732894909 12.045000076293947 1 2 0.33379416167736059 -0.82507988810539235 1015.6499938964845 3 1016.6499938964845 1018.0499877929689 0.48095476627349859 1008.5499877929689 0.2977691143751145
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 1 2 2 2 1 2 2 2 2 2
left_child=2 6 4 9 12 7 14 16 10 17 28 -11 -1 -3 -2 29 -6 -4 -10 -18 -9 -13 -15 25 -17 -21 -26 -16 -5 -8
right_child=1 13 3 8 5 -7 15 20 18 11 -12 21 -14 22 27 24 19 -19 -20 23 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0020968783725885034 -0.00053953025974564327 -0.00083975396558748935 0.0023470842000622508 -0.005124885310061153 9.7495664175469005e-05 -0.0045117120086946468 -0.0048676450395516409 -0.0010722587413481035 -0.0037592136389252989 -0.0030810845521901421 0.0020358019932264207 -0.0046030668344985738 -0.0060633241016247331 -0.0058995645237011184 -0.0045257705414340236 0.001815884468980376 -0.0029657026269014966 -0.0027170764035306465 -0.0023806918445119824 -0.00058021275811971607 0.0010130639637077553 -0.0037094563894327381 0.002391079978806279 -0.0022443599196978951 0.00044775799867383126 -0.0054336991880595716 -0.0026166279124840422 -0.00065339961473358926 -0.0013376322344955918 -0.00079184398224753307
leaf_weight=6816 10223 5306 2806 2390 17988 9646 2048 12710 32116 63537 5680 108249 7871 505 9473 18040 19923 4621 68297 39493 28635 79323 659094 25095 37261 1469 3861 2665 22760 18005
leaf_count=6816 10223 5306 2806 2390 17988 9646 2048 12710 32116 63537 5680 108249 7871 505 9473 18040 19923 4621 68297 39493 28635 79323 659094 25095 37261 1469 3861 2665 22760 18005
internal_value=-7.51476e-06 0.00200072 -0.00275904 -0.00335765 -0.00138369 -0.00111462 -0.000344548 -0.000889116 -0.00239597 -0.00384583 -0.00100972 -0.00393581 -0.00422256 0.002359 -0.00224183 0.000191021 -0.00139062 -0.000803782 -0.0028216 -0.00170195 0.000371994 -0.00422494 0.00238473 -0.00132015 0.000665255 -0.000754271 0.00016 -0.00367556 -0.00169753 -0.0012081
internal_weight=1.32591e+06 766481 559425 389779 169646 154959 101576 145313 131243 258536 30830 251109 14687 664905 22361 79215 103968 7427 100413 85980 41345 187572 659599 66057 59162 40962 41122 12138 25150 20053
internal_count=1325906 766481 559425 389779 169646 154959 101576 145313 131243 258536 30830 251109 14687 664905 22361 79215 103968 7427 100413 85980 41345 187572 659599 66057 59162 40962 41122 12138 25150 20053
cat_boundaries=0 1 2 3 4
cat_threshold=1328 6288 5316 2578
is_linear=0
shrinkage=0.05


Tree=40
num_leaves=31
num_cat=0
split_feature=58 88 88 16 98 60 93 89 108 116 31 112 28 92 112 60 28 103 80 92 12 52 82 32 32 110 5 60 52 16
split_gain=2668.09 221.556 169.978 59.5139 43.4576 43.4132 32.3516 31.8584 31.7202 29.9019 29.7609 22.9185 20.6925 20.2318 19.8803 16.4821 15.4138 15.1431 14.8022 13.5148 13.4393 13.343 13.28 12.7498 12.4416 12.0298 20.4891 13.3058 11.9244 11.079
threshold=202.16082000732425 -0.16898062080144879 -0.78555130958557118 13.344999790191652 -0.73384436964988697 0.33013805747032171 -0.23378753662109372 -0.2129973620176315 -0.39879213273525232 -0.8338540494441985 1019.8500061035157 -0.28400452435016627 1019.4500122070314 -0.16904257982969281 -0.43049471080303187 0.34524334967136389 1008.1499938964845 0.35225549340248113 247.06571960449222 0.32705008983612066 1.3550000190734866 0.51499998569488536 239.25839996337893 12.34999990463257 12.550000190734865 0.31653885543346411 6.8500001430511483 0.52346339821815502 6.1749999523162851 10.405000209808351
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 8 3 5 6 -2 12 15 20 -5 11 23 16 22 28 -3 -4 -15 -8 -11 -1 -16 -7 -10 -18 26 -9 -27 -6 -25
right_child=2 7 4 9 14 13 18 25 10 19 -12 -13 -14 17 21 -17 24 -19 -20 -21 -22 -23 -24 29 -26 27 -28 -29 -30 -31
leaf_value=-0.0014379774231071043 -0.0010553385184332725 -0.0012897197045156996 -0.0033377634145732252 0.00045638869304500404 -3.3870994158705458e-05 -0.0043026227026015324 -0.0047454756541006754 0.00130104432882376 -0.0015833169595963949 -0.0046466057466570572 -0.003580584998441232 0.0021083348517384657 -0.0037120873585624863 -0.0038350342854455879 0.006632844239878294 0.0016473049403727927 -0.0017559427174673921 -0.0028584266962773416 -0.0024600174143756988 -0.003594094720891223 -0.0070468768814757237 0.0010437077639784953 -0.0018438799398404985 0.00060624005303442296 -0.00029157304407448771 0.0022801675123864207 -0.0066235239992181094 0.0045986775149576388 -0.0017636446520646121 -0.0010285997210719292
leaf_weight=1865 31884 9353 6326 3505 25344 6287 8317 5660 15908 76162 6262 11057 7645 73840 1185 9763 21237 85833 47814 50872 2499 10800 43416 30835 45757 646320 953 6248 16417 15609
leaf_count=1865 31884 9353 6326 3505 25344 6287 8317 5660 15908 76162 6262 11057 7645 73840 1185 9763 21237 85833 47814 50872 2499 10800 43416 30835 45757 646320 953 6248 16417 15609
internal_value=-5.08684e-06 0.00192248 -0.00261679 -0.00323942 -0.00140377 -0.0027741 -0.00187618 0.00222251 -0.00049921 -0.00409942 -0.000271858 1.03863e-05 -0.00123666 -0.00303583 -0.000198716 0.000210289 -0.000978548 -0.00331005 -0.00279866 -0.00422512 -0.00464986 0.00159633 -0.00215489 -0.000361647 -0.000755776 0.00228086 0.000159034 0.00230237 -0.000713876 5.67996e-05
internal_weight=1.32497e+06 762332 562641 371799 190842 241260 137096 678297 84035 130539 79671 73409 80965 209376 53746 19116 73320 159673 56131 127034 4364 11985 49703 62352 66994 659181 6613 652568 41761 46444
internal_count=1324973 762332 562641 371799 190842 241260 137096 678297 84035 130539 79671 73409 80965 209376 53746 19116 73320 159673 56131 127034 4364 11985 49703 62352 66994 659181 6613 652568 41761 46444
is_linear=0
shrinkage=0.05


Tree=41
num_leaves=31
num_cat=4
split_feature=90 99 91 16 111 31 112 63 16 24 136 136 74 116 136 89 112 93 136 109 52 22 52 75 62 88 83 113 112 83
split_gain=2409.59 230.118 142.898 52.1396 40.3219 38.4859 37.7916 36.6658 35.9331 35.2211 26.9129 26.6996 22.5023 20.0159 18.3793 17.0119 16.6737 16.1583 15.3656 14.225 14.152 14.0546 13.2096 17.4595 12.3913 11.6282 13.8015 11.4562 10.9131 10.1425
threshold=-0.41416043043136591 -0.58524852991104115 -0.80058705806732167 12.50999975204468 -0.52719905972480763 1019.7500000000001 -0.39873388409614557 0.32847364246845251 12.50999975204468 183.50000000000003 0 1 0.45746889710426336 -0.90255093574523915 2 1.0000000180025095e-35 -0.71322327852249134 -0.32861505448818201 3 -0.674312263727188 0.51499998569488536 7.6449999809265146 0.51499998569488536 0.42607992887496954 0.36722394824028021 -0.16898062080144879 224.94351196289065 -0.86159634590148915 -0.8703225553035735 248.52227020263675
decision_type=2 2 2 2 2 2 2 2 2 2 1 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 -2 9 8 20 12 -6 22 -9 -4 -5 -14 27 -10 21 -7 -8 -1 29 23 -11 -16 26 -3 -12 -24 -13
right_child=1 25 6 13 5 18 19 11 16 10 15 17 14 -15 24 -17 -18 -19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016991257374692167 -0.005309987603434296 -0.0018843221879282124 0.00072014942094913395 8.5579526156318942e-05 0.0033417560836630448 0.00086675656541002804 -0.0042878063007938194 -0.0035443507557163002 -0.003382918109771284 0.0050469029214225492 -0.0012218768587477296 -0.0054016627675865271 -0.0026220190924078754 -0.0038711338370623107 -0.00017021952119556703 0.0021409756911517914 -0.0014891512192519913 -0.002640469116772454 -0.0043014154542124665 0.00097889296671818584 -0.0013666007182095098 0.0012424858526558437 -0.004950638207853424 -0.0010808398489227571 -0.0015073735031915312 0.0021743557739007089 0.0015816380945900925 0.0004118315007440481 -0.0017427323964705928 -0.0013508843939726064
leaf_weight=4588 3862 3607 13562 3261 8030 1804 1377 75707 35627 1427 14004 1729 25150 161062 25782 11352 17251 69774 7121 18600 20969 5031 3474 6270 52825 645979 14100 45911 11194 14543
leaf_count=4588 3862 3607 13562 3261 8030 1804 1377 75707 35627 1427 14004 1729 25150 161062 25782 11352 17251 69774 7121 18600 20969 5031 3474 6270 52825 645979 14100 45911 11194 14543
internal_value=-4.83252e-06 0.00178264 -0.00254836 -0.00313856 -0.000287943 -0.000112559 -0.00144146 -0.00257979 -0.00168294 0.000163812 -0.000108732 -0.00285002 -0.00119519 -0.00379261 -0.00144555 0.000366188 -0.00276509 -0.00227223 -0.00326063 0.000615863 -0.000816241 -0.00106719 -0.00162152 5.52247e-05 -0.00106867 0.00213971 0.000875606 2.9983e-05 -0.0025025 -0.0017813
internal_weight=1.32497e+06 778135 546838 356664 114449 110587 190174 192341 170197 101662 93632 166784 117319 164323 103757 71267 52878 91077 8925 19977 25557 21303 22365 7697 78607 663686 17707 59915 14668 16272
internal_count=1324973 778135 546838 356664 114449 110587 190174 192341 170197 101662 93632 166784 117319 164323 103757 71267 52878 91077 8925 19977 25557 21303 22365 7697 78607 663686 17707 59915 14668 16272
cat_boundaries=0 1 2 3 4
cat_threshold=7312 6340 4288 18
is_linear=0
shrinkage=0.05


Tree=42
num_leaves=31
num_cat=0
split_feature=88 91 91 17 113 38 110 63 60 103 118 57 17 111 112 117 56 22 115 12 32 112 16 52 52 91 28 29 80 61
split_gain=2181.2 206.765 126.488 48.9015 46.1096 43.4785 35.4767 33.8495 29.4126 25.8826 24.1667 22.4162 19.4592 17.3968 17.7176 15.4938 14.2781 15.3367 14.1531 13.4712 13.4026 13.2176 13.2395 12.8027 12.7029 12.205 11.0986 9.94379 9.83976 9.46021
threshold=-0.41388390958309168 -0.060584209859371178 -0.75027009844779957 12.50999975204468 -0.85260769724845875 16.849999427795414 -0.31587526202201838 0.27913093566894537 0.3588987290859223 -0.41933700442314142 0.33379416167736059 231.98220062255862 12.50999975204468 -0.4610620886087417 -0.18222858756780622 -0.77159520983695973 252.5153503417969 7.3250000476837167 -0.84335932135581959 1.7849999666213991 13.550000190734865 -0.71322327852249134 13.344999790191652 0.47499999403953558 0.19500000029802325 -0.92537668347358693 1009.0499877929689 1009.7500000000001 1.0000000180025095e-35 0.51306164264678966
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 7 12 6 -4 23 18 -7 24 29 20 19 -15 -5 17 -12 -8 -6 -2 22 -10 -1 -9 -17 -20 -23 -13 -3
right_child=1 11 5 15 13 9 8 10 21 -11 16 28 -14 14 -16 25 -18 -19 26 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035734978005544102 -0.0027064437965546037 0.0020353522221525241 -0.0046382507155691586 -0.0010400948098088347 -0.00059371089906178304 0.0027354310870193336 -0.0018112664031641333 -0.0008943960729714429 -0.0019005679098494162 -0.0005943495335908811 -0.001796791808475846 -0.0048604995774395952 -0.0051372809393728644 9.8962989413325242e-05 0.0021308391620352778 -0.0039547480251370896 -0.0024275342995804844 0.00089892900034761129 -0.0038102178868259211 -0.008092311328504331 -0.00039580231808826146 -0.0034607143973535686 -0.0036643639333023615 -0.00063909212033663374 -0.0034306110301104047 -0.0030926657637266024 0.0006050360520833296 -0.00085534345615448425 6.5793103205541239e-05 0.003874316105498191
leaf_weight=2150 11832 654801 8993 6050 1377 9428 10222 5305 39415 15318 21770 1242 4253 64892 12854 104038 87790 6964 1505 1060 13364 4125 14573 11195 71187 67820 26219 32649 5513 7069
leaf_count=2150 11832 654801 8993 6050 1377 9428 10222 5305 39415 15318 21770 1242 4253 64892 12854 104038 87790 6964 1505 1060 13364 4125 14573 11195 71187 67820 26219 32649 5513 7069
internal_value=-4.5945e-06 0.00169574 -0.00242504 -0.00291952 -0.000316921 -0.00125533 -0.0016021 -0.0023958 -0.00138996 0.000674266 -0.00256419 0.00202575 -0.00200893 0.000304507 0.0004349 -0.003527 -0.00211089 -0.00114345 -0.00022099 -0.00385531 -0.00148088 -0.00187869 -0.00237667 3.95942e-05 -0.00325472 -0.00361455 0.000365354 -0.00114759 -0.000839974 0.00205499
internal_weight=1.32497e+06 778257 546716 384269 109632 162447 137701 206361 128708 24746 193016 668625 29449 80183 77746 177908 116524 28734 37946 2437 25196 90762 53988 13345 76492 171858 27724 36774 6755 661870
internal_count=1324973 778257 546716 384269 109632 162447 137701 206361 128708 24746 193016 668625 29449 80183 77746 177908 116524 28734 37946 2437 25196 90762 53988 13345 76492 171858 27724 36774 6755 661870
is_linear=0
shrinkage=0.05


Tree=43
num_leaves=31
num_cat=3
split_feature=90 56 57 82 99 31 136 112 89 68 97 53 28 108 4 136 53 115 52 76 136 75 54 33 75 53 81 61 111 13
split_gain=1972.26 186.971 116.784 52.4357 46.5022 45.4082 40.1367 31.8748 23.0986 20.8025 20.7202 20.3926 19.8764 16.5456 16.2893 15.389 15.0274 14.7704 14.4709 14.3141 14.1656 13.7208 15.7785 13.5298 12.573 12.4871 11.4693 10.6215 15.8465 14.4167
threshold=-0.41416043043136591 187.76968383789065 251.82318878173831 241.48812103271487 -0.76513212919235218 1017.2500000000001 0 -0.78257837891578663 -0.2129973620176315 286.39613342285162 -0.87449494004249562 0.30500000715255743 1017.3500061035157 -0.5897192358970641 7.2500000000000009 1 2.3149999380111699 -0.85260769724845875 1.3849999904632571 9.5450000762939471 2 0.62806186079978954 0.22500000149011615 12.250000000000002 0.51711913943290722 1.3650000095367434 245.20600891113284 0.47189699113368994 0.32172156870365148 2.1550000905990605
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=2 8 3 19 9 6 21 12 18 11 -8 24 26 -9 -12 23 -6 -7 -2 -1 25 22 -5 -15 -4 -11 -3 28 29 -10
right_child=1 7 4 5 16 17 10 13 27 20 14 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023522640038358823 -0.0014546068845293387 -0.004093533547433215 0.003929188049856488 0.0029817746984246076 -0.0002826103141610491 -0.0033871950188098681 -0.00070231976485086306 -0.0041492226786198818 -0.00034956770547605698 0.0021298257513515874 0.0014719523823445489 -0.0037008850492065027 -0.0034428722948215648 -0.00063620562538130798 -0.00077037706688104632 -0.00067110878922756168 -0.0020436805026729696 -0.0015022102363875601 0.0013509772450973562 -0.0057091421172679076 -0.0029813396636316439 -0.0026200936868418911 -0.0013729052036814476 0.001541518436073001 -0.0018426577198173062 -0.0021068781339403254 -0.00055099291232626232 0.0036330716595001557 0.0019574744830784837 -0.012558180847826254
leaf_weight=5497 7837 2499 1162 2453 15357 20173 38845 2011 4091 1817 31529 122946 9949 9317 10899 19950 57355 21435 11114 7520 127958 22580 13685 30416 5018 40609 26656 9366 644672 257
leaf_count=5497 7837 2499 1162 2453 15357 20173 38845 2011 4091 1817 31529 122946 9949 9317 10899 19950 57355 21435 11114 7520 127958 22580 13685 30416 5018 40609 26656 9366 644672 257
internal_value=-4.3648e-06 0.00161278 -0.00230552 -0.0012387 -0.00280599 -0.000992792 -0.000499241 -0.00039634 0.00191177 -0.00308135 0.000132023 -0.00356001 -0.00151315 0.000311536 0.000895938 0.000461839 -0.00167174 -0.00241612 0.000190755 -0.00429155 -0.00271859 -0.00182389 -0.000710987 0.0010306 -0.000757401 -0.00192498 -0.000854639 0.00196131 0.00193718 -0.00107119
internal_weight=1.32497e+06 778135 546838 174616 372222 161599 119991 100798 677337 299510 81273 129126 39104 61694 42428 59683 72712 41608 18951 13017 170384 38718 16138 39733 6180 42426 29155 658386 649020 4348
internal_count=1324973 778135 546838 174616 372222 161599 119991 100798 677337 299510 81273 129126 39104 61694 42428 59683 72712 41608 18951 13017 170384 38718 16138 39733 6180 42426 29155 658386 649020 4348
cat_boundaries=0 1 2 3
cat_threshold=7312 882 306
is_linear=0
shrinkage=0.05


Tree=44
num_leaves=31
num_cat=4
split_feature=99 92 52 136 31 136 58 75 58 16 136 76 119 83 52 57 110 80 116 60 135 116 57 5 136 124 128 104 79 31
split_gain=1785.9 218.358 69.3757 53.4051 50.9121 49.0089 45.6351 38.9808 34.4901 30.1782 29.441 21.0849 21.1338 20.8004 15.8706 15.7827 24.6697 14.5224 13.7227 13.1986 13.1372 13.0991 14.9357 13.0118 12.4301 12.2805 12.0101 11.518 11.4267 11.1596
threshold=-0.50572362542152394 -0.63225647807121266 1.3849999904632571 0 1019.7500000000001 1 233.69169616699222 0.58019527792930614 182.67262268066409 13.344999790191652 2 28.535000801086429 0.52247866988182079 243.26403808593753 0.23499999940395358 265.38114929199224 0.18185423314571383 289.27449035644537 0.9170251488685609 0.42104910314083105 1016.9500122070314 -0.85260769724845875 292.44593811035162 5.4500000476837167 3 1.0000000180025095e-35 99.000000000000014 1.0000000180025095e-35 1.735000014305115 1020.6499938964845
decision_type=2 2 2 1 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=1 3 7 25 8 9 26 14 19 15 18 12 23 -8 27 16 -4 -12 -9 -5 -14 -11 -23 -10 -17 -1 -2 -3 -28 -18
right_child=6 2 5 4 -6 -7 13 10 11 21 17 -13 20 -15 -16 24 29 -19 -20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0040981830480254101 0.0018421241676660261 0.0019788815594384448 -0.0036071558154359773 0.00080123951649654305 -0.0038338507785037378 -0.0034932627356031583 -0.0021008187008134355 -0.00039319482858444225 -0.00018846627842864189 0.00057808686988883382 -0.0034525514449337564 -0.0036163851968202573 0.0008630690015622545 0.00099554714329222883 -0.00043706935387576073 -0.0013993762225763173 -0.00019218954372269884 -0.001590346416740765 0.006162228890423181 0.0031087469397021151 -0.0064640567638713457 -0.0037646388256233261 -0.0024854354042503392 -0.0017716459256212379 -0.0025693441796220424 -0.001688552924971239 -0.023578515658775966 0.017576568536460401 -0.0026549715464804845 -0.0032288899269708239
leaf_weight=9066 665625 8648 7762 13335 8343 141717 10443 15062 46235 2458 22159 4293 45983 11285 16610 33143 31138 19846 843 11577 620 45336 45942 18043 72726 12687 75 120 502 3351
leaf_count=9066 665625 8648 7762 13335 8343 141717 10443 15062 46235 2458 22159 4293 45983 11285 16610 33143 31138 19846 843 11577 620 45336 45942 18043 72726 12687 75 120 502 3351
internal_value=-4.14798e-06 -0.00191173 -0.00247063 -0.000378501 -3.93241e-05 -0.00275465 0.00176233 -0.00116261 0.000186661 -0.00232161 -0.00187868 -0.000178216 -4.51002e-05 -0.000492641 0.000471386 -0.0018774 -0.0010604 -0.00257211 -4.57142e-05 0.00187357 0.00076559 -0.0030238 -0.00312079 -0.000632869 -0.00220345 -0.00269158 0.00183587 0.00219235 -0.00537467 -0.00048724
internal_weight=1.32497e+06 637043 466861 170182 148429 383573 687930 83288 140086 241856 57910 115174 110881 21728 25378 148120 42251 42005 15905 24912 46603 93736 91278 64278 105869 21753 666202 8768 577 34489
internal_count=1324973 637043 466861 170182 148429 383573 687930 83288 140086 241856 57910 115174 110881 21728 25378 148120 42251 42005 15905 24912 46603 93736 91278 64278 105869 21753 666202 8768 577 34489
cat_boundaries=0 1 2 3 4
cat_threshold=4240 1811 818 272
is_linear=0
shrinkage=0.05


Tree=45
num_leaves=31
num_cat=4
split_feature=88 91 91 60 16 136 63 99 75 56 136 113 92 28 57 94 101 22 28 110 52 83 136 38 83 53 126 32 136 61
split_gain=1620.96 167.309 86.6279 41.8347 35.1057 33.8203 28.8353 22.6388 20.3901 21.0521 19.5931 16.7469 16.6127 16.2816 15.2558 14.6112 13.5963 18.7467 12.5472 11.5422 11.1866 11.8524 10.9149 10.8739 10.4555 10.2301 11.5337 9.94679 9.74319 9.71006
threshold=-0.47301638126373285 -0.077934440225362764 -0.81003952026367176 0.3259474784135819 13.344999790191652 0 0.34102062880992895 -0.73038733005523671 0.61930391192436229 136.6750183105469 1 -0.78257837891578663 -0.16904257982969281 1019.2500000000001 257.48458862304693 -0.61142286658287037 0.21327140182256701 6.9849998950958261 1008.1499938964845 -0.67482370138168324 0.074999999254941954 256.16976928710943 2 22.050000190734867 301.07196044921881 0.2650000005960465 0.94260558485984813 12.750000000000002 3 0.31494139134883886
decision_type=2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2
left_child=2 5 4 13 6 11 29 20 25 -10 -8 27 16 18 -3 22 -12 -18 -4 -13 -5 -22 -9 -20 -16 26 -7 -2 -17 -1
right_child=1 14 3 7 -6 8 10 15 9 -11 12 19 -14 -15 24 28 17 -19 23 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0004117333435300608 -0.0022348624041934055 0.0017585634359002242 -0.0040234476203780669 0.0024933278671176303 -0.0032979695493060008 0.0018486157699360234 -0.003019996968131964 0.0029219331005496721 -0.0046439554202895991 -0.001400614681347557 -0.0023134262145961138 -0.0035460472378160131 -0.0023761609425642758 -0.0025321683134195867 -0.0033184873441460673 -0.00051876273162303004 -0.0017134762407631295 0.0016317443839497948 0.00076580767731952747 0.0011019808241416326 -0.0038235997540797435 -0.0019537902999904049 -0.00026488580804828992 0.012023879476139511 0.0013342283466773301 -0.00052112997892538851 0.01488993747323206 3.8687107656036433e-05 -0.0021725189436465299 -0.0014750845629923062
leaf_weight=10849 7114 668316 1383 1327 120520 2677 86460 3843 6416 22722 11109 1375 79352 4641 2488 19594 8461 8293 30596 46672 9344 91154 8878 216 2346 20240 181 14859 16351 18355
leaf_count=10849 7114 668316 1383 1327 120520 2677 86460 3843 6416 22722 11109 1375 79352 4641 2488 19594 8461 8293 30596 46672 9344 91154 8878 216 2346 20240 181 14859 16351 18355
internal_value=1.36207e-06 0.00142928 -0.00213868 -0.00127378 -0.00261048 -0.000272317 -0.00223873 -0.00164346 -0.00123501 -0.00211478 -0.00245957 0.000445979 -0.00200717 0.000236497 0.00173832 -0.000756391 -0.000957023 -5.7638e-05 0.000635607 0.000968964 -0.00206742 -0.00212764 0.000699937 0.00084473 -0.00106047 -0.000125719 0.00267454 -0.0006974 -0.00127179 -0.00077415
internal_weight=1.32613e+06 795406 530726 187327 343399 122256 222879 150491 52236 29138 193675 70020 107215 36836 673150 48666 27863 16754 32195 48047 101825 100498 12721 30812 4834 23098 2858 21973 35945 29204
internal_count=1326132 795406 530726 187327 343399 122256 222879 150491 52236 29138 193675 70020 107215 36836 673150 48666 27863 16754 32195 48047 101825 100498 12721 30812 4834 23098 2858 21973 35945 29204
cat_boundaries=0 1 2 3 4
cat_threshold=822 6340 4130 816
is_linear=0
shrinkage=0.05


Tree=46
num_leaves=31
num_cat=4
split_feature=88 98 60 56 94 136 136 30 136 8 8 57 76 29 28 99 57 52 25 80 136 109 65 52 111 38 52 95 30 52
split_gain=1462.92 152.357 78.3294 49.4497 35.4127 35.2335 25.4845 27.9077 19.882 17.9348 17.576 17.7459 17.4382 17.3457 17.8597 17.2829 15.6404 15.5038 16.6711 15.4135 14.9372 16.5076 13.7517 12.831 12.5031 11.7536 12.2231 11.3475 11.0837 10.7216
threshold=-0.47301638126373285 -0.72061988711357106 0.32389548420906072 253.9344177246094 -0.30755999684333796 0 1 1020.1499938964845 2 7.9500000476837167 7.5499999523162851 182.10820007324222 30.494999885559086 1020.5499877929689 1008.1499938964845 -0.71661338210105885 183.28304290771487 0.23499999940395358 289.50000000000006 237.0148849487305 3 0.32200957834720617 12.835000038146974 0.63499999046325695 0.27084246277809149 22.050000190734867 1.1250000000000002 -0.48375479876995081 1020.4500122070314 0.31499999761581426
decision_type=2 2 2 2 2 1 1 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=2 4 13 6 8 9 29 12 -2 -5 11 -10 15 14 -1 -8 -3 -7 -19 -6 21 -16 -20 -15 -12 26 -22 -28 -13 -4
right_child=1 16 3 5 19 17 7 -9 10 -11 24 28 -14 23 20 -17 -18 18 22 -21 25 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0041601298028791081 -0.0024066094937703359 0.0016909446370086461 -0.00037623668905807412 -0.0022772609997234643 -0.0039466102714772319 -0.00039480766076851429 -0.00090345627161276013 -0.0038108601156685712 0.0025690066188905399 -0.00084647839767027834 -0.0040403586465116671 0.00051983340303003245 -0.0043716114879470934 0.0020005765023831824 -0.0032752167796873061 0.00096425044907188649 0.00061359783535490668 -0.0033660414923177965 -0.0031692268848479165 -0.001227637564234786 0.0004730276737463674 0.0018099328931975769 -0.0021504807137390043 -0.0038453633163393198 -0.00039607005999342331 0.010274924063271592 -0.00015690656823971573 -0.0024360164920139145 -0.0039035667045639491 -0.0031372956102640212
leaf_weight=2626 7064 649838 4158 55437 7208 6255 62511 7798 11627 36207 2693 42480 3076 1134 1780 15447 35530 112966 54363 18826 16399 15434 84795 5448 18675 252 10586 11282 1465 22772
leaf_count=2626 7064 649838 4158 55437 7208 6255 62511 7798 11627 36207 2693 42480 3076 1134 1780 15447 35530 112966 54363 18826 16399 15434 84795 5448 18675 252 10586 11282 1465 22772
internal_value=1.2928e-06 0.00135782 -0.00203175 -0.00225856 -0.000369206 -0.00255483 -0.00136273 -0.000953888 0.000130137 -0.0017118 0.000363305 0.000831959 -0.000679076 -0.000404959 -0.00013053 -0.000533379 0.00163509 -0.00285367 -0.00291478 -0.00198044 5.93352e-05 0.00128336 -0.00254846 -0.00283818 -0.000855358 -0.000487884 -0.000558888 -0.00133273 0.00037237 -0.00270998
internal_weight=1.32613e+06 795406 530726 465785 110038 350023 115762 88832 84004 91644 76940 55572 81034 64941 58359 77958 685368 258379 252124 26034 55733 17214 139158 6582 21368 38519 38267 21868 43945 26930
internal_count=1326132 795406 530726 465785 110038 350023 115762 88832 84004 91644 76940 55572 81034 64941 58359 77958 685368 258379 252124 26034 55733 17214 139158 6582 21368 38519 38267 21868 43945 26930
cat_boundaries=0 1 2 3 4
cat_threshold=1296 2192 4240 274
is_linear=0
shrinkage=0.05


Tree=47
num_leaves=31
num_cat=3
split_feature=88 99 52 136 28 28 12 31 100 52 80 136 74 31 56 82 28 89 116 111 136 56 52 24 4 123 36 111 23 75
split_gain=1320.28 138.031 73.6904 63.6637 30.0708 32.8195 28.4327 27.3281 27.0577 26.165 29.8907 24.5423 23.3592 21.3407 20.6301 20.4728 17.8067 14.8618 14.1838 14.1246 13.2835 13.0443 12.8868 12.0643 11.9792 11.3881 12.9068 13.2177 11.0207 10.5184
threshold=-0.47301638126373285 -0.74872469902038563 5.3250000476837167 0 1016.9500122070314 1007.0499877929689 2.495000004768372 1019.7500000000001 0.27099314332008367 0.27500000596046453 287.52188110351568 1 0.6438652276992799 1020.8500061035157 254.62213134765628 296.71783447265631 1010.0499877929689 -0.47379602491855616 0.58068084716796886 0.085871815681457533 2 182.65007019042972 0.55500000715255748 186.50000000000003 5.3500001430511483 -0.86159634590148915 16.849999427795414 0.15908931195735934 6.3250000476837167 0.36797958612442022
decision_type=2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 -1 7 11 -4 12 28 19 -5 16 -10 -6 -12 -3 -8 -2 24 -21 -17 -13 -16 -7 27 -27 -11 -25
right_child=1 17 8 9 15 25 18 -9 14 10 13 23 -14 -15 20 22 -18 -19 -20 21 -22 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.003455927427214157 -0.0032759776152994019 0.00024108148539486252 -0.0031050847787433573 0.0023564742697037176 -0.0027960765046598215 -0.00052156428028482039 -0.0057420003833132324 -0.0030606738977667618 -0.00043920551859211111 -0.0040700699340563201 -0.0031992551386585961 0.0016012129180679145 -0.0015412460780200759 -0.0035268555000701435 -0.0023496738209711847 0.0062495221986665506 -0.001068033298621471 0.0015883620858085437 -0.0014769167788426631 0.003282954775338963 -0.0025828168525214687 0.00084836142048448919 -0.00038144045564624652 0.0017573777001017405 -0.00089704323776077096 -0.0012270923740898784 0.0033815977431343007 0.0015925617007874729 -0.0024566057563310778 -0.00087630456052268768
leaf_weight=4253 1549 21115 105137 6727 13035 8165 3349 7498 16957 17922 11088 6412 8969 12316 29219 781 84433 669040 4664 8174 112705 16830 11850 4085 27597 5182 7545 20998 25847 52690
leaf_count=4253 1549 21115 105137 6727 13035 8165 3349 7498 16957 17922 11088 6412 8969 12316 29219 781 84433 669040 4664 8174 112705 16830 11850 4085 27597 5182 7545 20998 25847 52690
internal_value=1.22729e-06 0.00128992 -0.00193016 -0.00127951 -3.40677e-05 0.000729024 -0.000396724 -0.000160814 -0.00246366 -0.00181397 -0.00201527 8.14763e-05 0.000129241 -0.00156799 -0.00210202 -0.00140599 -0.00131542 0.00154714 -0.00325949 0.00135671 -0.00226835 0.00164425 2.85652e-05 -0.000454557 -0.0016438 0.00115391 0.00155955 0.00103445 -0.00311727 -0.000686809
internal_weight=1.32613e+06 795406 530726 239111 71809 46143 105251 97238 291615 167302 151606 89740 15696 107837 186478 25666 95521 690155 8013 26553 169521 25004 12631 63187 56816 41890 33725 26180 43769 56775
internal_count=1326132 795406 530726 239111 71809 46143 105251 97238 291615 167302 151606 89740 15696 107837 186478 25666 95521 690155 8013 26553 169521 25004 12631 63187 56816 41890 33725 26180 43769 56775
cat_boundaries=0 1 2 3
cat_threshold=306 518 1296
is_linear=0
shrinkage=0.05


Tree=48
num_leaves=31
num_cat=4
split_feature=91 89 98 61 75 30 136 82 16 88 136 25 82 33 136 81 111 38 83 38 56 16 5 14 136 53 29 12 26 21
split_gain=1194.92 94.8762 94.6597 33.8578 29.915 28.8554 23.3821 20.8154 18.9836 17.3914 17.0465 16.9222 14.1306 13.4239 12.7142 12.6737 12.6693 11.0674 10.7984 15.6375 10.6042 10.3164 9.79222 9.2377 9.06877 8.99451 8.95708 8.82009 9.45319 8.80987
threshold=-0.34323099255561823 -0.78399837017059315 -0.74025651812553395 0.32143492996692663 0.47722920775413519 1020.1499938964845 0 248.45405578613284 13.344999790191652 -0.48224546015262598 1 185.50000000000003 325.44705200195318 12.650000095367433 2 228.59637451171878 -0.75176730751991261 21.349999427795414 277.66618347167974 16.050000190734867 260.02111816406256 12.50999975204468 9.1500000953674334 1.3049999475479128 3 1.8450000286102297 1017.3500061035157 1.9650000333786013 331.50000000000006 5.7750000953674325
decision_type=2 2 2 2 2 2 1 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=1 3 5 12 27 7 15 -2 10 18 -5 -9 21 24 -15 -6 17 -4 19 -8 22 -1 26 -17 -13 -14 -12 -3 -29 -11
right_child=2 4 16 8 6 -7 9 11 -10 29 20 13 25 14 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0006269088342939715 -0.0036006943132821864 0.0009272508190523778 -0.0054664146751580711 -0.0024725969963601173 -0.0042243352380262151 -0.0036776968765212005 -0.0036307679427340653 0.0027263194332227516 -0.0028486736814728585 -0.0012412533190892968 0.00040597020682466353 -0.00038505355939692066 0.004250115957449248 0.0013891189648988873 -0.00029204145537640015 -0.0027280269295142882 0.001497515927518281 0.0080318160880686537 -0.00082923316858957141 0.0006230122527145736 -0.0019037032792239379 -0.0032611244761068603 -0.002967745201620701 -0.0012924169657762207 -0.0026198093660641806 -0.00057074400714258512 -0.0016865717857867842 -0.0026189185506721251 0.0036344934395029019 0.00066041088805054169
leaf_weight=23278 3909 26301 1069 118122 5189 5892 8372 5838 125005 7783 14775 13030 2225 18772 28027 14905 677613 177 52884 2912 67638 4423 4124 45146 6967 1712 7821 3488 731 28004
leaf_count=23278 3909 26301 1069 118122 5189 5892 8372 5838 125005 7783 14775 13030 2225 18772 28027 14905 677613 177 52884 2912 67638 4423 4124 45146 6967 1712 7821 3488 731 28004
internal_value=1.16493e-06 -0.00174129 0.00129397 -0.00221315 -0.000851347 -0.000305997 -0.00111705 -4.64563e-05 -0.00235977 -0.000636245 -0.00207213 0.000144825 -0.000649148 -8.07989e-05 0.00038254 -0.00185331 0.00148825 -0.00354893 -0.00112885 -0.00253302 -0.00157039 -0.00104751 -0.000727225 -0.00164874 -0.00116515 0.00215377 -0.000318307 0.000586817 -0.00153543 0.000246835
internal_weight=1.32613e+06 564838 761294 369123 195715 82435 165195 76543 337485 99955 212480 72634 31638 66796 46799 65240 678859 1246 64168 11284 94358 27701 26720 60051 19997 3937 22596 30520 4219 35787
internal_count=1326132 564838 761294 369123 195715 82435 165195 76543 337485 99955 212480 72634 31638 66796 46799 65240 678859 1246 64168 11284 94358 27701 26720 60051 19997 3937 22596 30520 4219 35787
cat_boundaries=0 1 2 3 4
cat_threshold=7297 6341 566 1862
is_linear=0
shrinkage=0.05


Tree=49
num_leaves=31
num_cat=2
split_feature=89 98 61 89 94 29 82 28 17 99 52 112 136 28 108 29 136 90 77 36 85 56 109 62 80 101 56 22 12 134
split_gain=1082.75 102.842 69.2031 41.6585 31.9975 24.2012 20.1565 18.6894 18.321 16.4779 17.9664 16.2439 15.8272 14.1113 14.0914 12.7446 12.7231 12.3149 12.161 11.4518 11.0583 10.6201 10.1964 9.85229 9.32227 9.1574 10.8223 9.003 8.97053 8.84077
threshold=-0.42538446187973017 -0.74917194247245777 0.35006095468997961 -0.86973232030868519 -0.30755999684333796 1021.0499877929689 255.30149078369143 1008.3500061035157 13.344999790191652 -0.75703057646751393 0.55500000715255748 -0.49240480363368982 0 1019.8500061035157 -0.82301914691925038 1007.5499877929689 1 1.0000000180025095e-35 12.775000095367433 21.550000190734867 0.8842085897922517 255.35247039794925 -0.24710402637720105 0.36514919996261602 311.56913757324224 0.10069415718317033 266.51501464843756 7.6050000190734872 2.8850001096725468 1014.6499938964845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 8 6 7 18 -1 12 10 20 22 25 16 19 -13 -8 28 -2 -3 -9 -12 -5 -6 -16 -4 27 -27 -18 -24
right_child=1 14 3 11 23 -7 13 9 -10 -11 21 15 -14 -15 24 -17 17 -19 -20 -21 -22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0034486879193341112 -0.001755298969526015 -0.0056386593612694777 -0.0024220091512951016 -0.0030196841915179607 -0.0010398200450397297 -0.0031405817614554329 -0.0019417018544023179 0.0024486924098488278 -0.0028687141531308015 0.0010151430329662084 -0.00033921503951137282 -0.0044311686069480379 -0.0024004708341508856 -0.0027280197441020889 0.0014467858537838797 0.00034192222176470657 0.00047042858752251008 0.0022718723877667014 -0.0081548508756799348 0.0089528639175399556 -0.0012291189685785366 -0.0019243380663544433 -0.0013336603708008158 -0.0031635499785743915 0.00034053231808280369 -0.00075481549307287034 -0.0015407976131572251 0.0019760743157827896 -0.0062608483881922451 -0.0031544809504751186
leaf_weight=4234 3793 1110 16696 10743 11812 7702 4784 7088 104632 25270 26893 1513 108547 3485 666351 18483 49024 10716 923 153 2872 17406 136412 10157 19604 9510 34289 4421 500 7009
leaf_count=4234 3793 1110 16696 10743 11812 7702 4784 7088 104632 25270 26893 1513 108547 3485 666351 18483 49024 10716 923 153 2872 17406 136412 10157 19604 9510 34289 4421 500 7009
internal_value=1.10502e-06 0.0011921 -0.00171274 -0.00196642 -0.000348107 -0.000458417 0.000154002 -0.000211792 -0.00234618 -3.94645e-05 -0.000530626 -0.00136003 -0.00203098 0.000371653 0.00140545 -1.92343e-05 0.000537782 0.000734892 -0.0030078 -0.00387104 0.00138818 -0.000962043 -0.00153393 -0.00202169 0.00141517 -0.00141257 -0.00106334 0.000111832 0.000402469 -0.00142264
internal_weight=1.32613e+06 782412 543720 452255 95194 91465 73225 83763 278095 79529 54259 174160 173463 68509 687218 19996 65024 60240 4716 1263 9960 44299 154164 21969 685955 64916 48220 13931 49524 143421
internal_count=1326132 782412 543720 452255 95194 91465 73225 83763 278095 79529 54259 174160 173463 68509 687218 19996 65024 60240 4716 1263 9960 44299 154164 21969 685955 64916 48220 13931 49524 143421
cat_boundaries=0 1 2
cat_threshold=818 4240
is_linear=0
shrinkage=0.05


Tree=50
num_leaves=31
num_cat=6
split_feature=99 93 83 31 136 119 74 134 112 81 12 136 75 136 135 136 53 17 75 52 128 31 136 111 136 79 52 64 81 90
split_gain=983.916 130.539 43.4034 35.467 35.0895 33.8576 29.2187 27.3383 20.667 19.8873 18.0728 16.3357 15.3686 15.2448 14.5446 16.9564 15.2033 13.2575 15.7736 16.599 12.7876 12.4573 11.3193 10.761 10.6689 10.4738 9.8961 9.88218 9.25175 9.17593
threshold=-0.56437888741493214 -0.38204734027385706 248.52227020263675 1014.9500122070314 0 0.47714059054851538 0.54678142070770275 1014.6499938964845 -0.39873388409614557 289.29226684570318 1.1749999523162844 1 0.50147756934165966 2 1008.4500122070314 3 2.0749999284744267 13.344999790191652 0.50147756934165966 0.43500000238418585 8.5000000000000018 1020.7500000000001 4 -0.88169234991073597 5 3.1550000905990605 0.74500000476837169 0.15500000119209292 277.16072082519537 -0.041428642347455018
decision_type=2 2 2 2 1 2 2 2 2 2 2 1 2 1 2 1 2 2 2 2 2 2 1 2 1 2 2 2 2 2
left_child=1 2 10 4 -4 17 20 13 14 -5 -1 23 -11 25 15 16 -7 18 19 28 -2 24 -20 -8 -14 -6 -10 -22 -3 -27
right_child=6 5 3 9 7 8 11 -9 26 12 -12 -13 21 -15 -16 -17 -18 -19 22 -21 27 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00019281501371707204 0.0013645299277110093 0.0035121015019103107 -0.0021260630551250648 -0.0021481751300049894 -0.00016519578622665275 0.0011345744972040849 -0.004184877654305366 -0.0025647552106238991 0.0053530362293961317 0.00090054111634057523 -0.0042955881641243516 -0.0015972384290589767 0.00021623581392471284 0.00025292756316755682 -0.0032674520890388463 -0.0017640047493705593 -0.0010800575235813525 -0.0028203909925143436 -0.0013512067666681818 -0.0015585885755173678 -0.031754059646580672 -0.0032361702076774304 -0.002476248748902564 0.00089285331825197066 -0.001311838044185279 0.0015028525629488705 0.00038477298642953606 -0.0048074436506523972 -0.0028788988812131879 0.0034526855067896871
leaf_weight=3685 663134 3158 12568 26036 7353 9600 1094 6066 1305 14831 9883 12148 19807 44858 11409 110938 40203 93785 29031 8984 37 5239 98623 22560 26978 29627 4321 423 690 7577
leaf_count=3685 663134 3158 12568 26036 7353 9600 1094 6066 1305 14831 9883 12148 19807 44858 11409 110938 40203 93785 29031 8984 37 5239 98623 22560 26978 29627 4321 423 690 7577
internal_value=-5.46642e-06 -0.00144449 -0.000444228 -0.000259414 0.000356507 -0.00196521 0.00128368 0.000683435 -0.00144492 -0.000975843 -0.0031813 -0.000107667 -0.00051929 0.000903872 -0.00154238 -0.00141994 -0.000653035 -0.00236004 -0.00205272 -0.00038167 0.00135875 -0.000924055 -0.00222069 0.00065773 -0.000665144 0.00155881 0.00153721 -0.00697489 0.00236611 0.00189996
internal_weight=1.32595e+06 626555 214508 200940 108049 412047 699396 95481 177776 92891 13568 35802 66855 89415 172150 160741 49803 234271 140486 12832 663594 52024 127654 23654 46785 44557 5626 460 3848 37204
internal_count=1325951 626555 214508 200940 108049 412047 699396 95481 177776 92891 13568 35802 66855 89415 172150 160741 49803 234271 140486 12832 663594 52024 127654 23654 46785 44557 5626 460 3848 37204
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=4240 818 802 274 784 770
is_linear=0
shrinkage=0.05


Tree=51
num_leaves=31
num_cat=3
split_feature=99 93 83 28 136 119 72 132 31 136 52 12 136 114 125 28 53 75 85 52 30 128 79 31 131 15 76 57 4 33
split_gain=888.064 119.443 40.8544 34.6097 37.0879 31.6788 24.805 21.3189 24.9972 18.733 18.5019 15.907 15.0214 13.3859 12.957 12.8402 11.9935 23.4865 13.4626 11.9863 11.205 10.7073 11.6674 10.5642 11.5439 9.82399 9.61617 9.40005 9.30912 8.91135
threshold=-0.53797048330306996 -0.35634955763816828 248.52227020263675 1019.9500122070314 0 0.38266885280609136 0.57829076051712047 1016.2500000000001 1014.6499938964845 1 3.804999947547913 1.1749999523162844 2 -0.85260769724845875 0.95878320932388317 1010.6499938964845 0.46500000357627874 0.68357345461845409 0.88935005664825451 0.23499999940395358 1008.9500122070314 99.000000000000014 1.5950000286102297 1018.2500000000001 170.50000000000003 1.4249999523162844 26.795000076293949 184.35724639892581 8.3499999046325701 14.150000095367433
decision_type=2 2 2 2 1 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 29 16 21 8 15 10 14 -1 20 -10 23 26 17 18 19 -3 -8 -2 -23 24 -7 -17 -6 -27 -16 -4
right_child=6 5 3 -5 7 9 12 -9 13 -11 -12 -13 -14 -15 28 25 -18 -19 -20 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00025831806808602819 0.0012982834406225479 0.0032230460277667575 -0.0019276218438715122 -0.0025632764017628762 0.00026359852826282832 0.0012031597989245373 -0.003615620117782558 -0.0036974249019788548 -0.0013361166853667638 -0.0017719221598386456 -0.0013121036294013121 -0.0040127130541568277 -0.0021420823158588196 0.00019729124265472945 0.0018850820694821938 0.00062903662161642286 -0.0024813775245807286 -0.0029866425435408823 -0.0027093536966790186 -0.00069177835110325638 0.00076458787677221175 -0.029678360372781754 -0.003620822229172151 -0.002153164318977174 -0.0034649591971011523 0.003622905269292446 -0.0037509340001508416 0.001547443656492258 0.0081974210086267398 -0.00057055353910353754
leaf_weight=3856 663629 4363 24809 14983 16802 11426 1569 3207 20697 152431 48661 10514 7339 45564 2449 22870 168318 9481 2550 3543 21022 48 409 4490 1498 6867 1637 26543 767 23609
leaf_count=3856 663629 4363 24809 14983 16802 11426 1569 3207 20697 152431 48661 10514 7339 45564 2449 22870 168318 9481 2550 3543 21022 48 409 4490 1498 6867 1637 26543 767 23609
internal_value=-5.19691e-06 -0.00136125 -0.000427012 -0.000248535 -6.84685e-05 -0.00186704 0.00122956 0.000333607 0.000425329 -0.00146205 -0.000780006 -0.00300527 -0.00017848 -0.000281677 0.000474701 0.0010523 -0.00234403 -0.00118443 0.000449725 0.00146865 0.000460168 0.00129301 -0.00635772 -6.37942e-05 0.000662086 0.00142748 -9.28085e-05 0.00197403 0.00339054 -0.00126564
internal_weight=1.32595e+06 631935 221958 207588 192605 409977 694016 144187 140980 221722 69291 14370 29930 66261 20630 74719 188255 19937 10456 7906 22591 664086 457 17414 12924 56280 18439 33410 3216 48418
internal_count=1325951 631935 221958 207588 192605 409977 694016 144187 140980 221722 69291 14370 29930 66261 20630 74719 188255 19937 10456 7906 22591 664086 457 17414 12924 56280 18439 33410 3216 48418
cat_boundaries=0 1 2 3
cat_threshold=7312 274 1842
is_linear=0
shrinkage=0.05


Tree=52
num_leaves=31
num_cat=0
split_feature=99 93 83 28 118 89 90 112 132 31 53 92 12 83 53 74 65 52 52 92 118 59 21 63 130 79 125 67 97 52
split_gain=801.727 106.399 36.7509 31.7634 28.1504 25.5733 25.0021 19.3423 18.5175 15.8926 14.8953 13.2365 13.027 12.823 11.6794 20.9094 10.3403 12.1057 10.2282 9.65315 9.6306 9.15092 10.1203 12.2329 8.97475 13.6438 8.86619 8.49753 8.45068 8.24912
threshold=-0.56437888741493214 -0.35634955763816828 246.826774597168 1019.9500122070314 0.39873388409614569 -0.15815172344446179 -0.63469424843788136 -0.39873388409614557 1016.2500000000001 1014.8500061035157 3.5649999380111699 -0.38306720554828638 1.4650000333786013 208.2434005737305 0.46500000357627874 0.63281375169754039 16.275000572204593 1.2749999761581423 0.74500000476837169 -0.068167630583047853 0.061046212911605842 182.5785827636719 7.3750000000000009 0.44699898362159735 52.500000000000007 1.735000014305115 0.96359375119209301 8.7049999237060565 -0.88607838749885548 0.27500000596046453
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 2 12 5 14 8 13 11 9 21 -7 -6 -1 -2 15 20 17 26 -9 -18 29 -4 23 -23 -8 -26 -13 -24 -11 -3
right_child=6 4 3 -5 7 10 24 18 -10 28 -12 16 -14 -15 -16 -17 19 -19 -20 -21 -22 22 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00098489598743160801 -0.0017055055600780696 0.0031295789795694989 0.0017181439525059143 -0.0024688255229879659 -0.00036244386117606064 0.00026198443823763693 0.0012248387105887118 0.005161917706781852 -0.004003842341681314 -0.0013527287245256906 0.0021959236846303353 -0.0011831376500281562 -0.0041732940354567054 0.00053579472387665689 -0.0023554341472380542 -0.0025920340383379752 0.0011471881020711392 -0.0022691416297729856 0.00027231499487555619 -0.0013538795948718075 -0.0016402107181400132 0.00031039530164799238 -2.9144645838356679e-05 -0.0011868775116923407 -0.023624863565200941 -0.001888618535091597 0.0025039324492147222 0.0022938092909655888 -0.00019911006767131084 -0.00069332239473217675
leaf_weight=5219 10460 4035 8574 14964 23905 25566 671749 1398 3450 38383 16307 14888 8296 16367 171905 10581 4029 73936 4552 90880 3046 32081 8037 23734 80 740 1831 7717 27071 2170
leaf_count=5219 10460 4035 8574 14964 23905 25566 671749 1398 3450 38383 16307 14888 8296 16367 171905 10581 4029 73936 4552 90880 3046 32081 8037 23734 80 740 1831 7717 27071 2170
internal_value=-4.93856e-06 -0.00130392 -0.000416304 -0.000250505 -0.00178221 -7.66365e-05 0.00115875 -0.00138998 -0.000383357 -0.000297568 0.00101514 -0.00146983 -0.00294205 -0.000338101 -0.00222289 -0.00107397 -0.00161249 -0.00199439 0.00142117 -0.00124771 0.000662335 0.000174524 -1.04021e-05 -0.000326284 0.00121846 -0.00400923 -0.000779344 0.00110874 -0.000875606 0.00179264
internal_weight=1.32595e+06 626555 219399 205884 407156 190920 699396 215419 149047 145597 41873 209469 13515 26827 191737 19832 185564 90655 5950 94909 9251 80143 71569 55815 672569 820 16719 15754 65454 6205
internal_count=1325951 626555 219399 205884 407156 190920 699396 215419 149047 145597 41873 209469 13515 26827 191737 19832 185564 90655 5950 94909 9251 80143 71569 55815 672569 820 16719 15754 65454 6205
is_linear=0
shrinkage=0.05


Tree=53
num_leaves=31
num_cat=4
split_feature=89 75 112 61 16 112 28 136 16 75 21 60 136 12 38 53 31 28 136 108 4 125 29 57 136 66 112 124 84 79
split_gain=723.629 66.1847 50.9436 35.0228 34.1615 30.9117 24.6743 20.5151 19.0541 18.3982 16.8523 16.3734 13.8208 14.242 13.4897 13.0833 12.717 11.3731 12.9189 11.3674 11.3411 10.0659 11.6403 9.85512 11.6406 9.80094 9.72618 9.30369 8.91756 8.76066
threshold=-0.39544652402400965 0.43115113675594335 -0.86159634590148915 0.32143492996692663 13.344999790191652 -0.86159634590148915 1008.1499938964845 0 12.50999975204468 0.61637860536575328 5.7149999141693124 0.47772249579429632 1 2.6049998998641972 16.849999427795414 0.46500000357627874 1019.5499877929689 1018.3500061035157 2 -0.52040681242942799 5.6499998569488534 0.97988739609718334 1020.7500000000001 261.31668090820318 3 8.5450000762939471 -0.28400452435016627 0.94828754663467418 0.90062150359153759 14.355000019073488
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2
left_child=2 -2 4 21 9 8 -5 14 28 15 -7 -6 13 29 20 -1 23 18 -11 -14 -8 22 -4 24 -9 -26 -21 -22 -3 -12
right_child=1 5 3 6 11 10 7 16 -10 17 12 -13 19 -15 -16 -17 -18 -19 -20 26 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014439926498452669 0.0011727866595081038 -0.00073463522462221403 0.00038356447885989691 -0.0027540121920988443 -0.0040239597240482724 -0.00098613305645433745 -0.0011855007874186029 -0.002043204668658961 -0.0047834280501355643 -0.0021511023657783059 0.0014766241093650098 -0.0023066381350058942 -0.005157945471802909 -0.002597939663483536 0.0019386301517510013 -0.00091400267373736551 -0.0021299205845307077 -0.0023029016370148194 -0.00087653585764992971 -0.00013868377306724839 -0.00014072369348268178 0.0030251556387399679 -0.00299740928542463 -0.0014425382901080322 -0.00064727957040967734 0.0010157348494755668 0.001739978402737483 0.0024211236433216488 -0.0040321381743992201 0.0038892575329225114
leaf_weight=7215 660882 21629 38909 21785 16468 18787 24021 10261 3981 31886 18915 88305 987 1851 6859 31856 33933 50659 52928 31412 16820 3315 2724 65934 30937 12415 8825 4490 2265 4697
leaf_count=7215 660882 21629 38909 21785 16468 18787 24021 10261 3981 31886 18915 88305 987 1851 6859 31856 33933 50659 52928 31412 16820 3315 2724 65934 30937 12415 8825 4490 2265 4697
internal_value=-4.69162e-06 0.000981334 -0.00138839 -0.000901869 -0.00186286 -0.000134929 -0.0011539 -0.000984408 -0.00158081 -0.00143445 0.000336605 -0.00257656 0.000709246 0.00162483 -0.000127892 -0.000478566 -0.00127557 -0.00171013 -0.00135607 0.000143282 -0.000440604 0.000373488 0.000162351 -0.00103317 -0.000529728 -0.000170992 0.000273355 0.000399055 -0.00104722 0.00195656
internal_weight=1.32595e+06 774231 551720 272403 279317 113349 227455 205670 27875 174544 85474 104773 66687 25463 52190 39071 153480 135473 84814 41224 45331 44948 41633 119547 53613 43352 40237 21310 23894 23612
internal_count=1325951 774231 551720 272403 279317 113349 227455 205670 27875 174544 85474 104773 66687 25463 52190 39071 153480 135473 84814 41224 45331 44948 41633 119547 53613 43352 40237 21310 23894 23612
cat_boundaries=0 1 2 3 4
cat_threshold=304 546 6272 6272
is_linear=0
shrinkage=0.05


Tree=54
num_leaves=31
num_cat=3
split_feature=99 93 83 37 136 119 110 88 61 58 77 36 136 120 22 65 75 75 31 65 112 128 79 104 136 35 60 52 92 17
split_gain=655.55 88.3269 35.9029 40.9787 28.1569 23.975 20.7176 19.3447 15.3936 15.3522 14.0726 13.9896 11.8387 11.8025 11.618 12.3299 11.3175 11.2084 15.7624 11.0565 10.2505 8.87859 12.2174 8.86268 8.54115 9.77558 8.43065 8.32657 8.11948 8.11233
threshold=-0.56437888741493214 -0.30337931215763086 285.79684448242193 15.650000095367433 0 0.43049471080303198 -0.67482370138168324 -0.039728078991174691 0.3036396205425263 252.43135070800784 16.704999923706058 21.349999427795414 1 -0.47714059054851526 7.3650000095367441 13.954999923706056 0.42607992887496954 0.48114518821239477 1014.9500122070314 12.635000228881838 -0.41467745602130884 99.000000000000014 1.735000014305115 -1.0000000180025095e-35 2 11.84999990463257 0.41261115670204168 0.70499998331069957 -0.087350349873304353 13.344999790191652
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=1 2 3 10 7 29 11 13 24 21 27 -2 -6 -4 -15 -16 -5 -14 -19 -10 23 -8 -23 -11 -7 -26 -9 -1 -21 -3
right_child=6 5 4 16 12 8 9 26 19 20 -12 -13 17 14 15 -17 -18 18 -20 28 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.000196588112247382 -0.0036528960146586225 -0.0017486254864066697 0.0010740731997732162 0.0021034792979109044 -0.0016330215488399146 -0.001410113043209411 0.0011157132572556915 0.0014116506232581673 -0.0019078058137429093 -0.00049427267926088379 -0.0046135010776706814 0.0077444525472915166 0.0010409892721094565 -0.0010802361495744618 -7.4997174825134946e-05 0.0040689625313660152 -0.00040613458231846363 0.00016828569741925245 -0.0014150521270476848 0.00046812515641855796 0.0019263114750400709 -0.022585668755054938 -0.0020623848087674441 -0.005024783262943356 -0.00099281322660583322 0.0014631248576001234 0.0040053727013433793 -0.0023453799132995821 -0.001207940167183655 -0.0023920469451297354
leaf_weight=5374 3320 120319 28526 5928 20289 8274 673538 7360 66561 15918 6087 293 13361 18721 6167 2532 18550 34527 28855 7828 4314 80 775 1158 6481 10810 5455 27988 93929 82633
leaf_count=5374 3320 120319 28526 5928 20289 8274 673538 7360 66561 15918 6087 293 13361 18721 6167 2532 18550 34527 28855 7828 4314 80 775 1158 6481 10810 5455 27988 93929 82633
internal_value=-4.45895e-06 -0.00117906 -0.000398797 -0.00140544 -1.06512e-05 -0.00163074 0.00104781 0.000763332 -0.00123312 0.00106742 -0.00240263 -0.00272862 -0.000559149 0.000362064 -0.000378665 0.00113118 0.000201635 -0.000275068 -0.000552537 -0.00140675 -0.000251352 0.00110925 -0.00398269 -0.000801507 -8.9944e-05 0.000542278 0.00251573 -0.00199925 -0.001079 -0.0020106
internal_weight=1.32595e+06 626555 229720 63927 165793 396835 699396 68761 193883 695783 39449 3613 97032 55946 27420 8699 24478 76743 63382 168318 21390 674393 855 17076 25565 17291 12815 33362 101757 202952
internal_count=1325951 626555 229720 63927 165793 396835 699396 68761 193883 695783 39449 3613 97032 55946 27420 8699 24478 76743 63382 168318 21390 674393 855 17076 25565 17291 12815 33362 101757 202952
cat_boundaries=0 1 2 3
cat_threshold=802 6272 5217
is_linear=0
shrinkage=0.05


Tree=55
num_leaves=31
num_cat=3
split_feature=91 92 98 136 28 5 124 30 63 52 98 53 32 110 110 136 111 91 135 136 37 83 66 24 125 75 15 52 74 132
split_gain=587.526 52.3497 40.0619 28.1857 22.5512 22.9295 19.4193 19.4031 18.5467 18.6163 16.4642 15.0595 13.4281 12.8895 12.8087 11.9559 11.9777 11.717 10.8331 11.3448 10.2826 9.9962 9.72767 9.59555 9.21185 9.0753 8.33796 8.11263 7.56814 7.51713
threshold=-0.31081713736057276 -0.30537502467632288 -0.80661338567733754 0 1021.3500061035157 8.8499999046325701 0.53727915883064281 1020.1499938964845 0.2955069243907929 1.2150000333786013 -0.88285055756568898 1.9249999523162844 12.650000095367433 -0.67482370138168324 0.3462654203176499 1 0.11378180608153345 -0.92713823914527882 1019.4500122070314 2 21.849999427795414 245.17901611328128 16.894999504089359 184.50000000000003 0.93663650751113903 0.41058763861656195 1.3949999809265139 0.51499998569488536 0.73862001299858104 1016.8500061035157
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 6 5 10 -3 12 9 -5 25 24 -2 20 -7 16 -14 -10 19 21 -4 -12 -23 -21 -8 -1 -27 -26 -17 -15
right_child=2 3 13 8 -6 14 11 -9 17 -11 18 -13 15 29 -16 28 -18 -19 -20 23 -22 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.0011252838633976124 -0.0011846260141370139 -0.0014532402640925722 -0.0047267137308333596 0.001725707158097751 -0.002851183754717154 -0.0039842476722623905 0.00069341012261890363 -0.0033122738189088328 -0.0021201385451623035 -0.0015460192277905159 -0.0052047790678638114 -0.00035791919019494221 -0.0051178807034764177 0.0010537649020920625 -0.0011873352123989453 0.00028869396592952383 0.002227574407798829 -0.0014884686011623488 -0.011026658438813113 0.0023976402496982594 0.0080907190438093881 0.00095154527040453441 0.0034580015964105325 -0.00022567299985168593 0.0079849801872753177 -0.0013140834842531083 -0.00023854090137160767 0.0024875532343199844 -0.0018505702934893634 -0.0080666235188615668
leaf_weight=6606 17401 38246 1478 7507 9663 5423 4527 4798 159477 10332 575 29938 585 686153 16696 27398 10815 136037 207 3785 175 18812 4874 44106 983 38500 33874 2115 4869 226
leaf_count=6606 17401 38246 1478 7507 9663 5423 4527 4798 159477 10332 575 29938 585 686153 16696 27398 10815 136037 207 3785 175 18812 4874 44106 983 38500 33874 2115 4869 226
internal_value=1.04486e-05 -0.00119746 0.000927368 -0.0015255 -0.000500321 -0.000369359 -0.000660079 -0.000250653 -0.00173479 -0.000169213 -0.000149584 0.000147328 -1.01069e-05 0.00104014 -0.00187306 0.000457931 0.00184901 -0.00182936 0.000395266 0.000428035 -0.00336976 0.00130864 0.00146731 -1.83392e-05 0.00213108 -0.000648758 -0.000810685 0.00423189 -3.41045e-05 0.00105076
internal_weight=1.32618e+06 572283 753898 389162 183121 173458 75809 65866 313353 17839 151339 37563 61068 688032 22119 43667 11400 295514 72359 72152 1653 24261 23686 47891 7625 78980 72374 3098 32267 686379
internal_count=1326181 572283 753898 389162 183121 173458 75809 65866 313353 17839 151339 37563 61068 688032 22119 43667 11400 295514 72359 72152 1653 24261 23686 47891 7625 78980 72374 3098 32267 686379
cat_boundaries=0 1 2 3
cat_threshold=272 514 2818
is_linear=0
shrinkage=0.05


Tree=56
num_leaves=31
num_cat=5
split_feature=91 90 88 75 17 110 31 28 31 136 136 60 73 32 97 28 136 53 136 82 14 136 4 52 110 52 123 30 29 85
split_gain=530.276 46.117 40.8982 26.285 19.108 18.7041 18.5497 17.7278 20.3939 17.773 16.8129 16.0428 13.4044 11.7932 10.7937 10.504 11.1495 9.97814 9.38211 9.30345 9.13396 8.94456 17.6339 8.92442 8.48933 8.05346 8.83904 7.98919 7.82595 7.54502
threshold=-0.34323099255561823 -0.89771071076393116 -0.05840309523046016 0.43115113675594335 13.344999790191652 -0.60049152374267567 1017.0499877929689 1008.3500061035157 1015.9500122070314 0 1 0.48247125744819647 0.53455504775047313 12.84999990463257 -0.84293562173843373 1010.2500000000001 2 0.57499998807907116 3 286.75700378417974 1.5850000381469729 4 7.3500001430511483 12.914999961853029 -0.27975937724113459 12.22499990463257 -0.92384436726570118 1021.0499877929689 1020.1499938964845 0.90457957983016979
decision_type=2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 1 2 1 2 2 1 2 2 2 2 2 2 2 2
left_child=1 4 5 17 10 -2 13 -5 9 25 23 12 -4 -7 -10 -15 -17 -3 -14 -20 28 22 -16 -1 -11 26 -9 29 -8 -12
right_child=2 3 11 7 -6 6 20 8 14 24 27 -13 18 15 21 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00015083298540505887 -0.0036750915593335787 0.0031877519126631854 0.0010133742946253858 -0.0022165252278039593 -0.002198809821897556 -0.00058804524785259808 -0.0013805259346231845 -0.0010488286843390211 -0.0016274635670434886 -0.0024930372757694446 -0.0012572630702965715 0.0032851184318610028 0.00083720314287487124 -0.00086389979004821392 -0.00086491452760797537 -0.00037280560146899796 0.0015912717373764689 0.00039925298986077327 -0.0051980593882462421 -0.00085767738247573993 -6.7617202488182431e-05 -0.0009159736700206653 0.0045378237356142629 -0.0015946131998185971 -0.00052935634870762899 -0.00094317064005659606 0.001395801261896602 -0.0023902981018923838 -0.0042387940992297769 -0.0026075327011812113
leaf_weight=25567 3526 3753 647026 22261 94048 20129 8918 4356 65867 5923 104539 7650 5731 7594 4310 9279 32661 22096 1636 5032 9300 54893 2325 10263 77787 6331 24463 24161 3274 11482
leaf_count=25567 3526 3753 647026 22261 94048 20129 8918 4356 65867 5923 104539 7650 5731 7594 4310 9279 32661 22096 1636 5032 9300 54893 2325 10263 77787 6331 24463 24161 3274 11482
internal_value=9.92615e-06 -0.00115159 0.000870553 -0.000718691 -0.00162344 -0.000101903 3.63123e-05 -0.000865285 -0.000743136 -0.000272066 -0.00131601 0.00100858 0.000982168 0.000432485 -0.00118265 0.000847196 0.00115702 0.000804113 -0.0006463 -0.00191972 -0.00124782 -0.00070646 0.00102674 -0.000349028 -0.000668219 0.000671376 0.00102629 -0.00156303 -0.00214808 -0.00139089
internal_weight=1.32618e+06 564425 761756 294365 270060 94681 91155 268516 246255 118860 176012 667075 659425 69663 127395 49534 41940 25849 12399 6668 21492 61528 6635 35830 83710 35150 28819 140182 12192 116021
internal_count=1326181 564425 761756 294365 270060 94681 91155 268516 246255 118860 176012 667075 659425 69663 127395 49534 41940 25849 12399 6668 21492 61528 6635 35830 83710 35150 28819 140182 12192 116021
cat_boundaries=0 1 2 3 4 5
cat_threshold=294 274 5316 626 16
is_linear=0
shrinkage=0.05


Tree=57
num_leaves=31
num_cat=0
split_feature=99 92 58 30 12 52 75 65 132 83 59 76 65 80 86 53 116 108 115 36 30 89 79 38 75 76 52 134 102 40
split_gain=480.412 62.8478 29.8775 29.4004 25.2219 20.7996 21.8033 19.1742 18.927 16.8816 16.4555 15.6924 14.7235 14.0312 12.7499 12.3665 11.2649 10.6442 10.0518 10.0236 9.78213 8.87523 8.7276 11.7717 8.45218 7.84391 9.42323 7.49984 7.49862 7.01069
threshold=-0.66498863697051991 -0.28208675980567927 233.69169616699222 1019.7500000000001 2.6049998998641972 1.2450000047683718 0.67426493763923656 6.0250000953674325 1016.2500000000001 290.45379638671881 182.5785827636719 10.404999732971193 9.9949998855590838 289.27449035644537 0.88036689162254345 0.22500000149011615 0.28400452435016638 -0.82301914691925038 0.68832838535308849 21.349999427795414 1008.0499877929689 -0.021664515137672421 2.185000061988831 16.849999427795414 0.53874090313911449 1.5549999475479128 0.66500002145767223 1015.6499938964845 -0.31872741878032679 12.449999809265138
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 17 4 8 6 14 -7 9 11 -11 22 21 -8 15 18 -9 19 -3 -2 -4 24 -1 -24 -12 -22 -27 -19 -25 -28
right_child=2 5 20 -5 -6 7 13 16 -10 10 12 -13 -14 -15 -16 -17 -18 27 -20 -21 25 -23 23 28 -26 26 29 -29 -30 -31
leaf_value=-0.0014948389550161784 -0.0046664623511691785 0.0031370409800394114 -0.0028260135732234137 -0.0022068111135724847 -0.0025975350030426319 -0.0022926042137180196 -0.0023856434281892751 -0.0018961721242277563 -0.0034482384673001397 0.0017704199638935707 0.00047358649040878911 -0.0027669891303105797 0.0013634965068343959 -0.00017943325908394126 -0.0013161619516707263 0.00041149676489008185 -0.0011562577183618387 0.00096161977612829383 0.033176827244460583 0.0072315565073000163 -0.0026554661877955937 0.0011158121323408812 -0.00053334763761199368 0.0029693007659241759 -0.00067883813558616553 0.0023731501602085041 -0.00032903523913133223 -0.0053973121789599177 0.00024608731363187826 0.0034142074609534011
leaf_weight=12756 1383 5121 3650 19963 10344 76168 17260 74168 4037 17245 22203 7909 19263 12373 6774 13204 167866 684333 28 203 2886 11853 26457 4574 56140 3921 36689 464 5651 1295
leaf_count=12756 1383 5121 3650 19963 10344 76168 17260 74168 4037 17245 22203 7909 19263 12373 6774 13204 167866 684333 28 203 2886 11853 26457 4574 56140 3921 36689 464 5651 1295
internal_value=9.43028e-06 -0.00105139 0.000863137 -0.000377793 -0.000193787 -0.00144583 -0.000545743 -0.00160073 -6.15917e-05 1.26915e-05 0.000334849 -0.000699092 0.000108678 -0.00146446 0.000537727 0.00122199 -0.00138299 0.000947835 0.0033004 -0.00314358 -0.000336989 -0.000159311 -0.000368274 2.34841e-05 -0.000352232 -0.000134159 3.94833e-05 0.000957311 0.00146428 -0.000201416
internal_weight=1.32618e+06 591357 734824 218395 198432 372962 54760 318202 188088 184051 126704 57347 109459 29633 25127 18353 242034 686383 5149 1586 48441 90196 49438 36682 78343 44791 41905 684797 10225 37984
internal_count=1326181 591357 734824 218395 198432 372962 54760 318202 188088 184051 126704 57347 109459 29633 25127 18353 242034 686383 5149 1586 48441 90196 49438 36682 78343 44791 41905 684797 10225 37984
is_linear=0
shrinkage=0.05


Tree=58
num_leaves=31
num_cat=4
split_feature=90 113 28 31 136 109 36 17 60 72 52 136 124 110 116 56 136 77 112 16 12 136 53 24 112 31 52 77 0 123
split_gain=434.065 45.7847 33.8249 30.2385 29.9266 27.8046 30.2597 25.2035 17.3062 15.2265 13.741 13.6216 13.2926 11.6919 11.5469 11.1088 10.934 10.082 9.62101 10.6802 10.1491 11.0569 9.51924 8.98232 8.85947 8.47995 8.1502 7.96402 7.95443 7.82103
threshold=-0.17041142284870145 -0.89490029215812672 1008.1499938964845 1017.2500000000001 0 0.4199789166450501 15.34999990463257 13.344999790191652 0.43359622359275823 0.52631032466888439 12.664999961853029 1 0.88697704672813427 -0.19489058852195737 0.026175950653851036 253.9344177246094 2 15.25500011444092 -0.39873388409614557 12.50999975204468 2.495000004768372 3 0.50499999523162853 185.50000000000003 0.19936034083366397 1018.3500061035157 0.63499999046325695 1.0000000180025095e-35 109.50000000000001 -0.85260769724845875
decision_type=2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 10 6 17 9 -9 14 24 12 -5 -6 22 -7 -17 27 19 20 21 -15 -1 -8 28 -11 -14 -2 -4 -30
right_child=5 2 3 11 13 15 23 8 -10 25 -12 -13 26 18 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0034237518993610254 -0.020398772566723143 -0.002192836824455324 -0.00049541441566884235 -0.0018417121372428466 -0.002166742446003565 0.0009277128983391545 0.0030126987603173454 -0.004070839683466717 -0.0019138264872166533 -0.0010172378143477631 -0.00083671430607428073 -0.0012694888261235394 0.0063704632664200083 -0.00078154118022669041 -0.0010889826540490001 0.00046249288237471675 -0.0025026396776209568 -0.0053560986531326488 0.00084862797650483946 -0.0013361992382521729 -0.0012195351070725484 0.00048548110048648075 0.00024808362884836982 0.0001864512794176969 0.0045986716658893935 -0.0018445660087603678 0.0012089973691840569 -0.0016633296469355065 -0.00012973882997867898 0.0017409313749431313
leaf_weight=3506 57 31090 6533 3742 9450 679432 3630 10497 81478 87937 9440 108112 869 26811 9785 9794 4544 2333 14960 28870 20674 48086 7218 12465 1903 47813 6380 11590 6849 30333
leaf_count=3506 57 31090 6533 3742 9450 679432 3630 10497 81478 87937 9440 108112 869 26811 9785 9794 4544 2333 14960 28870 20674 48086 7218 12465 1903 47813 6380 11590 6849 30333
internal_value=8.95876e-06 -0.000982671 -0.000617684 -0.000466075 -9.63457e-05 0.000834127 -0.000654241 -0.00150332 -0.00216 -0.00111679 0.000899529 -0.00109907 0.000577916 -0.000464736 0.000153038 0.000898648 -0.00047864 -0.00235597 -0.00034939 -0.000493413 -0.000238824 3.18836e-05 0.00128631 0.000823871 0.00125902 -0.00130863 0.00182775 -0.00175502 0.00111363 0.00139635
internal_weight=1.32618e+06 602336 354102 323012 203909 723845 30075 248234 91975 156259 55058 119103 10991 148851 20509 693770 14338 13980 139401 124441 95571 74897 10724 16095 45618 135750 7249 11647 43715 37182
internal_count=1326181 602336 354102 323012 203909 723845 30075 248234 91975 156259 55058 119103 10991 148851 20509 693770 14338 13980 139401 124441 95571 74897 10724 16095 45618 135750 7249 11647 43715 37182
cat_boundaries=0 1 2 3 4
cat_threshold=290 16 914 5248
is_linear=0
shrinkage=0.05


Tree=59
num_leaves=31
num_cat=2
split_feature=75 115 58 88 28 136 22 110 52 136 31 19 5 52 65 16 13 6 56 15 76 33 76 20 111 38 15 52 74 31
split_gain=396.586 49.5602 35.5079 29.241 20.8889 18.5512 17.625 15.7241 14.5103 12.697 10.6141 10.9081 10.1208 10.0518 9.79356 9.77458 9.64152 9.46615 8.86842 8.5252 8.36916 8.9048 7.89027 7.6127 7.46191 7.3083 10.8076 7.19621 7.06637 6.87224
threshold=0.47722920775413519 -0.87878364324569691 252.43135070800784 -0.41388390958309168 1007.5499877929689 0 5.9049999713897714 -0.60049152374267567 4.4349999427795419 1 1018.3500061035157 14.039999961853029 1.0000000180025095e-35 0.55500000715255748 6.7950000762939462 12.50999975204468 1.1449999809265139 4.4500000476837167 260.02111816406256 0.78499999642372142 5.0150001049041757 11.84999990463257 4.4049999713897714 7.2950000762939462 0.29169920086860662 14.650000095367433 0.94499999284744274 0.034999999217689044 0.36612138152122503 1019.7500000000001
decision_type=2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 7 4 -3 8 -5 16 20 12 11 17 -8 -7 -12 28 27 18 25 -19 -6 -22 -11 24 -24 -2 -27 -1 -4 -14
right_child=1 3 15 6 5 13 9 -9 -10 22 14 -13 29 -15 -16 -17 -18 19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.026707701164266635 -0.00073872805272823174 -0.0022962771882050247 0.0019024502818088302 -0.00098490036155831555 -0.0005774072782204193 0.00077134335985194844 0.00745499055893796 0.00087490016031002346 -0.00060679144436199346 -0.00095479662239474896 -0.0026127191457916785 -0.0020689905029532565 0.0015729517196401911 -0.0010809136044656086 -0.0015437877574355678 -0.0017982000156599393 -0.0051222423762076023 -0.0043722055565464345 -0.0011832652763855186 -0.0013233243344370634 -0.00016363238273763435 0.0020198801405201332 -0.004613053134769199 0.0020854741537966281 0.00030395080279989914 -0.0017494986759812186 0.001466103441843065 0.00048736780966446508 -0.00052755060312118852 -0.0024019047553008968
leaf_weight=27 15997 21910 3670 21125 7729 7709 707 698477 42664 12008 31190 30640 23155 146873 68463 14150 1763 2377 30469 64716 6789 14955 807 6442 17587 3319 12285 849 16188 1141
leaf_count=27 15997 21910 3670 21125 7729 7709 707 698477 42664 12008 31190 30640 23155 146873 68463 14150 1763 2377 30469 64716 6789 14955 807 6442 17587 3319 12285 849 16188 1141
internal_value=8.50946e-06 -0.00095577 0.000783813 -0.000550778 -0.000822015 -0.000679543 0.000261993 0.000860346 -1.73884e-05 0.000687892 -0.00147337 -0.00122083 0.00155726 -0.000988478 -0.00187835 -0.000794005 -0.0029919 -0.00101963 -0.000574607 -0.00143134 0.000835803 0.00133813 9.74732e-05 0.000606276 8.82271e-05 1.22484e-05 0.000782139 0.00129553 -7.84569e-05 0.00138628
internal_weight=1.32618e+06 591057 735124 331601 248629 226719 82972 701116 72137 61847 259456 159803 25003 154582 99653 34008 2639 129163 62070 67093 29473 21744 36844 24836 18394 31601 15604 876 19858 24296
internal_count=1326181 591057 735124 331601 248629 226719 82972 701116 72137 61847 259456 159803 25003 154582 99653 34008 2639 129163 62070 67093 29473 21744 36844 24836 18394 31601 15604 876 19858 24296
cat_boundaries=0 1 2
cat_threshold=306 550
is_linear=0
shrinkage=0.05


Tree=60
num_leaves=31
num_cat=4
split_feature=75 112 58 88 21 28 16 57 136 52 77 136 60 24 54 136 85 79 136 96 112 28 112 120 75 28 12 111 78 69
split_gain=367.421 43.8696 30.3764 26.8335 19.9032 19.2864 18.8531 20.9245 15.0784 15.6962 14.0131 13.3275 12.0223 11.96 11.6327 9.92113 9.8119 8.55909 12.8508 11.9829 8.23952 8.21141 7.68307 7.25852 7.24429 6.9626 9.12522 6.68252 6.6465 6.57629
threshold=0.47722920775413519 -0.86159634590148915 252.43135070800784 -0.50113797187805165 5.6949999332427987 1009.0499877929689 13.344999790191652 238.94032287597659 0 4.2550001144409189 25.914999961853031 1 0.4377278089523316 175.50000000000003 0.54500001668930065 2 0.90352419018745433 3.0949999094009404 3 -0.25979760289192194 -0.13052122294902799 1010.4500122070314 -0.47714059054851526 -0.47714059054851526 0.56007102131843578 1017.1499938964845 2.2350000143051152 -0.15037823468446729 0.67500001192092907 292.02024841308599
decision_type=2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 10 5 -5 -3 11 -8 9 -7 17 16 -9 21 -4 -15 24 19 20 28 23 -6 -16 -19 -2 26 -13 -20 -1 -17
right_child=1 3 14 4 13 8 7 12 -10 -11 -12 25 -14 15 22 29 -18 18 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027628497179384582 0.00016353707659404464 -0.002203951867383488 0.0017784386826458908 -0.0012940127980988678 -0.0030001838918095798 0.00094392308335712605 -0.0047085156116306844 -0.0037391520102594902 -0.00097412018431796094 -0.00067666739436244693 -0.0022767393997400087 0.0003828228348961713 -0.0015843765056434711 -0.00054985702274420057 -0.0013383489550876479 4.9256856775751471e-05 -0.0028402745135616557 0.0029324773186891404 -0.0033332749842908821 0.000828452949049824 0.005234351862776424 0.0034991574469976101 0.0012296545112127381 0.00067164447286549784 -0.0013866077895176381 -0.0011189890881487881 -0.0013127081239293111 0.00091923530173558749 -6.1348364468208241e-05 0.001199152459457016
leaf_weight=2622 8196 22882 4116 18721 542 24907 6391 7010 130418 37342 3640 28180 84540 21391 26584 20969 10900 9812 967 637797 2454 4702 3271 5563 93719 28745 11046 20691 17293 30547
leaf_count=2622 8196 22882 4116 18721 542 24907 6391 7010 130418 37342 3640 28180 84540 21391 26584 20969 10900 9812 967 637797 2454 4702 3271 5563 93719 28745 11046 20691 17293 30547
internal_value=2.03218e-07 -0.000927751 0.000746734 -0.000520911 0.000170303 -0.000831557 -0.00138377 -0.00194246 -0.000668565 -2.8234e-05 0.000817511 -0.0010811 -0.00174937 0.000521079 -0.000713444 0.000355191 -0.00141432 0.000833666 0.00154865 0.000790741 0.00254246 0.00282741 -0.00105699 0.00211446 -0.00126195 -0.000527759 -9.46369e-05 0.00072903 -0.000417027 0.000730959
internal_weight=1.32596e+06 591148 734810 312421 96872 215549 278727 97941 192667 62249 700839 180786 91550 78151 33971 72907 112815 697199 39487 657712 17829 5244 29855 15375 101915 67971 39226 21658 19915 51516
internal_count=1325958 591148 734810 312421 96872 215549 278727 97941 192667 62249 700839 180786 91550 78151 33971 72907 112815 697199 39487 657712 17829 5244 29855 15375 101915 67971 39226 21658 19915 51516
cat_boundaries=0 1 2 3 4
cat_threshold=306 6353 7297 2614
is_linear=0
shrinkage=0.05


Tree=61
num_leaves=31
num_cat=4
split_feature=75 112 90 88 21 28 16 57 54 60 56 136 111 136 52 60 85 95 66 34 55 28 79 57 33 136 136 114 65 28
split_gain=332.101 37.5584 33.6709 23.0817 17.6995 16.9824 15.1032 19.6915 13.8737 12.9203 16.2662 12.7419 12.6758 12.3634 12.2951 10.1478 8.35598 8.32137 7.01451 7.43465 6.97506 8.19324 6.96417 12.3885 11.8167 13.7274 7.27638 7.27214 7.12871 6.68368
threshold=0.50147756934165966 -0.86159634590148915 -0.81920695304870594 -0.47301638126373285 5.8150000572204599 1009.0499877929689 13.344999790191652 238.94032287597659 0.54500001668930065 0.36080616712570196 182.65007019042972 0 -0.82212123274803151 1 4.4349999427795419 0.41063784062862402 0.90352419018745433 -0.3834239393472671 12.984999656677248 10.949999809265138 0.34499999880790716 1013.4500122070314 3.0949999094009404 255.34855651855472 12.750000000000002 2 3 -0.07845610752701758 1.0549999475479128 1018.5499877929689
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2
left_child=2 6 8 5 -5 -3 13 -8 -1 20 -11 14 -4 16 18 -9 29 -10 19 -7 21 -6 23 -14 26 -26 -24 28 -27 -2
right_child=1 3 12 4 9 11 7 15 17 10 -12 -13 22 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0018653590923865962 -0.00093757054639470301 -0.0020825385266542763 -0.0033644486599122402 -0.0011653191987023362 -0.0020410679343728011 -0.0026694552244381875 -0.0046215259362022924 -0.0038067511309069742 3.1624529391092548e-06 0.0027355361186765237 0.00050582172804193625 -0.00092533652055602875 0.00076344204296781661 -0.00051459665433332264 -0.00063681054888157758 -0.0015200499242278428 -0.0027040827496224253 -0.0015456980988744636 0.0021358789044342032 0.00062701263195548364 -0.00064447152598527744 0.0066169773806990925 -0.0019900448886319556 -0.0016294542236320025 -3.7906803350189288e-05 0.0032727696839400695 0.00076768876751626158 0.0046250440045822599 0.0014382930065604369 -0.0017966250410303833
leaf_weight=4779 65035 23010 1845 19432 440 1914 5947 5146 13472 10693 34798 130301 654714 66123 36634 84831 10746 24338 7062 16081 21203 721 3172 5454 7390 8228 9624 3230 14860 34735
leaf_count=4779 65035 23010 1845 19432 440 1914 5947 5146 13472 10693 34798 130301 654714 66123 36634 84831 10746 24338 7062 16081 21203 721 3172 5454 7390 8228 9624 3230 14860 34735
internal_value=1.9245e-07 -0.000904316 0.00069245 -0.000520549 0.000165159 -0.000798934 -0.00132994 -0.00183501 -0.000672992 0.000546175 0.00102993 -0.000645096 0.000774526 -0.00105566 -5.30249e-05 -0.00165083 -0.00137921 -0.000993827 0.000800464 0.000276391 -0.000437845 0.00333572 0.000785333 0.000743673 0.00137673 0.0018678 8.3119e-05 0.00240202 0.00209206 -0.00123665
internal_weight=1.32596e+06 574852 751106 302289 87287 215002 272563 95924 42589 67855 45491 191992 708517 176639 61691 89977 110516 37810 25057 17995 22364 1161 706672 660168 46504 33708 12796 26318 23088 99770
internal_count=1325958 574852 751106 302289 87287 215002 272563 95924 42589 67855 45491 191992 708517 176639 61691 89977 110516 37810 25057 17995 22364 1161 706672 660168 46504 33708 12796 26318 23088 99770
cat_boundaries=0 1 2 3 4
cat_threshold=306 6353 5312 3361
is_linear=0
shrinkage=0.05


Tree=62
num_leaves=31
num_cat=4
split_feature=75 113 90 90 22 28 54 111 56 60 136 66 52 136 62 91 56 52 66 79 95 101 36 43 13 53 132 136 72 136
split_gain=299.721 34.8059 30.3879 19.6287 15.6466 13.389 12.521 11.5143 10.3093 13.09 9.88872 9.84002 12.1456 8.31165 8.10359 8.06759 7.97198 11.8332 10.0533 7.79392 7.52493 7.37361 10.116 9.0332 7.07079 8.05257 7.05911 6.75152 6.63549 8.24078
threshold=0.50147756934165966 -0.84335932135581959 -0.81920695304870594 -0.53267064690589894 5.9049999713897714 1008.5499877929689 0.54500001668930065 -0.52719905972480763 182.65007019042972 0.38495011627674108 0 7.2850000858306894 5.5650000572204599 1 0.29064586758613592 1.0000000180025095e-35 68.635654449462905 0.074999999254941954 4.1250000000000009 1.735000014305115 -0.43325632810592646 0.10069415718317033 15.650000095367433 9.8499999046325701 0.99500000476837169 0.10500000044703485 1017.7500000000001 2 0.6434021294116975 3
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1
left_child=2 10 6 5 -5 -3 -1 24 9 -6 21 14 13 -13 -7 28 -12 -18 -19 -17 -8 22 -2 -24 25 -4 -10 -21 -9 -30
right_child=1 3 7 4 8 11 20 15 26 -11 16 12 -14 -15 -16 19 17 18 -20 27 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0017720911364680243 -0.0019871060575106119 -0.0020130382245925351 0.021182860031725797 -0.0010114675493128106 6.2873035038608373e-05 0.00024295539449697512 4.6700485161415901e-05 0.00074569127817856562 0.00025227085722452039 0.0031317815450459898 -0.0034856272895846074 0.0013084023286329652 -0.00075127422534605498 -0.00016917465647543073 -0.0013830689499860927 -0.0016578672917297761 0.0013891509767558184 -0.0021930489909612254 -0.0012709545183099934 0.0039018091288086812 -0.0014462860539605151 -0.00061438180560397101 0.0012844685265169173 -0.0014886524124345219 -0.0038026504478506904 0.00042274416103167136 -0.0058818638582241846 0.0012535963543998567 -0.0037813678994118322 9.6874871223477931e-05
leaf_weight=4779 27039 18993 50 22526 6443 9049 12717 685336 55618 7542 4814 14302 67580 28410 50004 1226 3662 38454 127798 4807 25093 80289 5358 6498 2209 710 473 4876 1659 7644
leaf_count=4779 27039 18993 50 22526 6443 9049 12717 685336 55618 7542 4814 14302 67580 28410 50004 1226 3662 38454 127798 4807 25093 80289 5358 6498 2209 710 473 4876 1659 7644
internal_value=1.81825e-07 -0.000859101 0.000657826 -0.000461159 0.000134871 -0.000754215 -0.000639342 0.000735799 0.000503363 0.00171791 -0.00123948 -0.000613031 -0.000334142 0.000325855 -0.0011339 0.000748875 -0.00147907 -0.00142231 -0.00148423 0.00209804 -0.000944136 -0.000888036 -0.00145315 -0.000235415 -0.00237143 0.00178854 0.000200543 0.00257359 0.000727687 -0.000598691
internal_weight=1.32596e+06 574852 751106 280940 92602 188338 42589 708517 70076 13985 293912 169345 110292 42712 59053 705548 174728 169914 166252 10909 37810 119184 38895 11856 2969 760 56091 9683 694639 9303
internal_count=1325958 574852 751106 280940 92602 188338 42589 708517 70076 13985 293912 169345 110292 42712 59053 705548 174728 169914 166252 10909 37810 119184 38895 11856 2969 760 56091 9683 694639 9303
cat_boundaries=0 1 2 3 4
cat_threshold=1844 2354 566 2208
is_linear=0
shrinkage=0.05


Tree=63
num_leaves=31
num_cat=2
split_feature=75 91 112 16 64 117 93 22 132 136 32 79 58 65 112 92 108 34 128 136 14 112 26 13 36 111 76 16 38 75
split_gain=270.752 39.6881 20.8633 17.6222 17.5077 15.4727 12.9375 12.7885 12.4189 12.7506 13.7007 11.7905 11.5957 10.8597 10.5265 9.50118 9.02083 8.67841 8.20394 7.70246 7.58113 7.48236 7.46605 7.6644 7.45065 9.12399 8.03935 7.46878 6.74031 6.65539
threshold=0.43115113675594335 -0.78614118695259083 -0.28400452435016627 12.50999975204468 2.0749999284744267 0.28400452435016638 -0.27986806631088251 7.9849998950958261 1016.5499877929689 0 12.550000190734865 3.0949999094009404 263.00746154785162 11.154999732971193 -0.85260769724845875 -0.068167630583047853 -0.11115083098411559 12.050000190734865 138.50000000000003 1 1.685000002384186 -0.25037047266960138 306.50000000000006 2.8750000000000004 21.150000572204593 -0.52719905972480763 34.93499946594239 14.039999961853029 18.650000572204593 0.57062605023384105
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 8 11 -2 7 -7 9 29 -11 12 18 -8 20 -15 -6 -13 -1 -19 -5 -18 -12 -24 25 -4 27 -27 -16 -3
right_child=1 2 24 14 16 6 13 -9 -10 10 22 17 -14 15 28 -17 21 19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00069670332284688281 -0.0014780384390667147 0.00033422189250693576 -0.0028288197206489275 -0.0032314062534557057 -0.0026262407239088952 -0.0003157304677731399 -0.0015043335275575936 0.0026675945905673981 -0.0036134605297581559 -0.00055774254143963332 8.6606654272407035e-05 -0.00014349098658663389 -0.0021412634036166822 0.00074151866013599408 -0.00094122318435426995 -0.00085149936479445997 -0.00040485219957074874 -0.00057347221386199018 -0.02253613022009009 0.0025180983619467866 -0.0010576040921815757 0.0026216066547644231 0.0013945952285216907 -0.0013441020850649753 0.0048387513583835317 -8.4434531598359501e-05 0.005125275701750755 0.001619304790441319 0.0014999541843921352 -0.0010366374796194056
leaf_weight=646487 149774 11346 1623 9008 4275 38674 68557 3960 2556 35203 29390 4878 3623 10256 37837 107140 24496 2254 38 19151 7230 2228 31514 2780 1197 11733 1148 14239 3056 40307
leaf_count=646487 149774 11346 1623 9008 4275 38674 68557 3960 2556 35203 29390 4878 3623 10256 37837 107140 24496 2254 38 19151 7230 2228 31514 2780 1197 11733 1148 14239 3056 40307
internal_value=1.73716e-07 -0.000763931 -0.000261222 -0.00043709 0.000668254 -0.00108303 -0.000824212 -3.86285e-05 -0.000157443 -9.87634e-05 0.000233817 0.000721502 0.000679531 -0.00100432 -0.00118647 -0.000712329 -0.000493677 0.00175973 0.000695338 0.00219346 -0.00226352 -0.000152534 0.000671409 0.00117259 0.000973655 0.000812694 0.00103062 0.000849631 -0.00075879 -0.000735375
internal_weight=1.32596e+06 618528 240167 210227 707430 378361 228587 42634 153096 150540 98887 676431 650148 185953 57131 117396 30999 26283 646525 21405 16238 26724 63684 34294 29940 28743 27120 25972 40893 51653
internal_count=1325958 618528 240167 210227 707430 378361 228587 42634 153096 150540 98887 676431 650148 185953 57131 117396 30999 26283 646525 21405 16238 26724 63684 34294 29940 28743 27120 25972 40893 51653
cat_boundaries=0 1 2
cat_threshold=7360 5120
is_linear=0
shrinkage=0.05


Tree=64
num_leaves=31
num_cat=2
split_feature=99 93 58 29 12 136 132 136 90 69 52 73 23 36 83 109 91 109 3 3 14 35 54 20 126 79 55 53 109 85
split_gain=246.671 31.0981 22.8562 20.7751 18.4267 18.8635 13.7483 12.3998 11.5704 12.1593 11.138 10.9285 10.1138 8.46102 9.4741 8.4467 7.94556 7.87305 7.83528 7.57975 7.1961 6.89587 8.85309 6.72864 8.65527 6.689 6.61072 6.40646 8.68757 7.37189
threshold=-0.73038733005523671 -0.27986806631088251 233.69169616699222 1021.0499877929689 2.6650000810623173 0 1016.2500000000001 1 1.0000000180025095e-35 275.51329040527349 0.31499999761581426 0.50411570072174083 7.0250000953674325 17.150000572204593 280.56869506835943 0.90087151527404796 -0.96972501277923573 -0.82507988810539235 324.50000000000006 248.50000000000003 1.8049999475479128 11.150000095367433 2.1550000905990605 6.1349999904632577 0.9536806344985963 10.954999923706056 4.1749999523162851 0.34499999880790716 -0.036776660010218613 0.8973681926727296
decision_type=2 2 2 2 2 1 2 1 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 17 4 5 10 8 23 9 13 11 -1 -11 14 -7 -6 -9 -2 -4 -15 -14 -20 -23 24 -3 -16 -12 28 29 -18
right_child=2 7 18 -5 15 6 -8 16 -10 12 26 -13 20 19 25 -17 27 -19 21 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0040088964977049411 -0.0025658680641524566 0.00020715660287927613 -0.0005991439732861277 -0.0023607601651566262 -0.0026412715494166274 -0.0019225107573979305 -0.0031149770161656726 -0.0015843840233972673 0.0015876139735215003 8.9602872363353322e-05 -0.0016722912743443248 -0.0002847170095195712 0.000788631589842118 0.0025334097071190087 -0.00066314299698206974 0.011060366879233667 0.003212813542001865 0.00067156304244721059 -0.00078245648269768082 -0.00035360438382751967 0.0026268415681116198 0.00278529774354407 0.00028800824489721321 -0.0006639445622838952 0.0046703124797460218 0.0014424509820471368 -0.00031963282134087604 -0.0011273215768212897 -0.00071248172121692694 -0.002182761521185001
leaf_weight=1997 1883 8206 51619 11719 8446 13034 3009 102136 15455 42940 28424 5747 17280 3884 18920 114 2898 699073 7338 5483 7695 5129 11520 46906 1252 4711 13240 172214 12876 810
leaf_count=1997 1883 8206 51619 11719 8446 13034 3009 102136 15455 42940 28424 5747 17280 3884 18920 114 2898 699073 7338 5483 7695 5129 11520 46906 1252 4711 13240 172214 12876 810
internal_value=1.65774e-07 -0.000810627 0.000573779 -0.000317493 -0.000191718 -8.49841e-05 0.000226127 -0.00109759 0.000303835 0.000129712 -0.000918606 0.000822507 0.000554938 -0.000497661 -0.000840291 -0.0024588 -0.00122908 0.000662866 -0.000252166 0.000843488 0.001355 0.000494517 0.00105734 -0.000418559 0.000797966 -0.000243379 -0.00124244 -0.00103694 -9.83609e-05 0.00203417
internal_weight=1.32596e+06 549396 776562 202098 190379 181819 132411 347298 129402 113947 49408 7744 67915 46032 36665 8560 290934 700956 75606 9367 24975 23987 16649 56364 9458 23631 41664 188798 16584 3708
internal_count=1325958 549396 776562 202098 190379 181819 132411 347298 129402 113947 49408 7744 67915 46032 36665 8560 290934 700956 75606 9367 24975 23987 16649 56364 9458 23631 41664 188798 16584 3708
cat_boundaries=0 1 2
cat_threshold=7312 272
is_linear=0
shrinkage=0.05


Tree=65
num_leaves=31
num_cat=2
split_feature=98 94 29 12 111 24 16 24 136 132 136 56 38 112 53 55 73 103 52 54 65 85 15 52 33 24 92 16 22 52
split_gain=225.122 33.3305 23.06 23.433 17.4392 16.137 18.2176 22.744 13.4994 13.0192 12.8437 12.0678 11.4785 10.4361 9.0306 9.19931 8.04228 7.89216 7.43078 11.7472 10.0683 8.92863 10.0513 6.8637 7.11288 6.8607 7.24275 7.53493 9.59547 6.13004
threshold=-0.70563271641731251 -0.28485339879989618 1019.3500061035157 2.4750000238418584 -0.82212123274803151 188.50000000000003 13.344999790191652 230.50000000000003 0 1016.3500061035157 1 252.5153503417969 21.349999427795414 -0.55191597342491139 0.22500000149011615 3.2350000143051152 0.65135702490806591 0.54936701059341442 1.2150000333786013 4.3350000381469735 4.9049999713897714 0.88935005664825451 1.0049999952316286 1.4950000047683718 11.250000000000002 283.50000000000006 0.036517798900604255 13.344999790191652 7.5650000572204599 0.82499998807907116
decision_type=2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 12 -1 9 -8 18 10 17 -6 -2 -13 16 -16 -12 -7 19 21 -20 -3 -23 24 -15 -10 27 28 -27 -4
right_child=4 8 29 -5 11 6 7 -9 25 -11 14 13 -14 23 15 -17 -18 -19 20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0017383231797583427 -0.0031591039577969627 -1.5918093363340661e-05 0.00019703627036830128 -0.0020838326701982093 0.00063735877393705624 0.00043893461985517693 -0.00014649552830759392 -0.0028147082539531254 -0.0013735041316066234 -0.0032916140065540143 0.0030518585351979981 -0.00057623071067392645 0.0091641491012073913 -0.00073149799104763828 -0.0010068381711574917 0.00044737861469162248 -0.00056819234542299644 0.0016710130396227233 -0.002418401738411288 -0.0054479808522903579 -0.0013347842518701071 -0.0041127541088652828 -0.00076918769018806757 0.00027532979458857153 0.0038657347239068659 -0.00021123950686292219 -0.00078943342921436444 -0.0028043337420058821 0.0020511135399348341 -0.0020813534340796331
leaf_weight=13535 4140 22607 3469 13475 701607 52107 23319 12147 39371 2583 3594 38356 198 1139 31842 16516 2677 17317 28169 1287 89681 3204 7531 9686 3220 19599 134943 2072 6160 19817
leaf_count=13535 4140 22607 3469 13475 701607 52107 23319 12147 39371 2583 3594 38356 198 1139 31842 16516 2677 17317 28169 1287 89681 3204 7531 9686 3220 19599 134943 2072 6160 19817
internal_value=1.02776e-06 -0.000752578 -0.000257242 -7.44272e-05 0.000564506 7.97359e-05 -5.87509e-05 -0.00106035 -0.00104925 0.00022176 0.000294914 0.000582692 -0.00259663 -0.000149245 -0.00027862 -0.000510171 0.00150651 0.000746155 -0.0014045 -0.000760675 -0.0015938 -0.000579746 -0.00176712 0.00101683 0.00266448 -0.000781185 -0.000637966 9.64463e-05 0.000329779 -0.00174193
internal_weight=1.32537e+06 567022 212398 189112 758346 175637 162102 35466 354624 126636 124053 754008 4338 52401 54629 48358 6271 69424 152479 34629 117850 33342 10735 14045 4359 202145 162774 27831 25759 23286
internal_count=1325368 567022 212398 189112 758346 175637 162102 35466 354624 126636 124053 754008 4338 52401 54629 48358 6271 69424 152479 34629 117850 33342 10735 14045 4359 202145 162774 27831 25759 23286
cat_boundaries=0 1 2
cat_threshold=6372 870
is_linear=0
shrinkage=0.05


Tree=66
num_leaves=31
num_cat=4
split_feature=98 94 31 12 109 132 24 16 24 136 136 63 99 36 136 68 37 8 16 136 52 84 86 15 65 75 52 55 70 75
split_gain=203.173 30.0808 22.6718 21.0992 16.9228 15.2729 14.065 17.5615 14.4992 14.3884 12.2163 10.9935 9.93504 8.83038 8.5798 8.02194 7.90604 7.60355 6.86399 6.58532 6.45813 10.7327 13.0284 9.11775 8.9087 6.85691 7.08161 9.76863 8.35725 6.16943
threshold=-0.70563271641731251 -0.28485339879989618 1019.7500000000001 2.6250000000000004 -0.82507988810539235 1016.3500061035157 188.50000000000003 12.50999975204468 230.50000000000003 0 1 0.44491717219352728 -0.8374367058277129 21.349999427795414 2 270.60713195800787 19.150000572204593 8.1500000953674334 13.344999790191652 3 1.2150000333786013 0.54010000824928295 0.88092368841171276 1.0049999952316286 4.9049999713897714 0.7937256693840028 0.23499999940395358 0.46500000357627874 266.40078735351568 0.58324077725410473
decision_type=2 2 2 2 2 2 2 2 2 1 1 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 13 6 -1 9 -9 -8 20 -6 17 -2 -4 -12 19 29 -10 -13 21 -3 25 -24 -22 26 28 -28 -23 -11
right_child=4 10 14 -5 11 -7 7 8 18 12 15 16 -14 -15 -16 -17 -18 -19 -20 -21 24 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0016490149531251778 -0.0029947229307861691 -0.0041457196078679912 -0.00072888638635255736 -0.0023107346636054918 0.00060670971870251816 -0.0030957316203343872 -0.00070097673726268847 -0.00017181427637947376 -0.00012068752188719402 0.0014538716328751661 -0.0016256806858199035 -0.001268125097158022 0.0013193477839644979 0.0078307552837830526 -0.0028104594803237668 -0.00065002551635707237 0.0022636104441921406 -0.00066997913675058581 -0.0026615740591470257 4.5159052812432283e-05 -0.0023269193383954586 0.0049133660016222429 -0.0038494357247802558 -0.0008667079447293105 -0.0012813997963653115 -0.0016733120515110616 -0.0022989309247988038 0.0010387596417060646 0.00069994127213437237 0.00019236737832482653
leaf_weight=13729 4303 2168 9237 10030 701459 3791 28777 25059 3393 13558 23697 12950 30469 197 10717 189914 3201 17381 12269 36236 27243 1912 3730 8183 80815 3537 3149 7215 3061 33988
leaf_count=13729 4303 2168 9237 10030 701459 3791 28777 25059 3393 13558 23697 12950 30469 197 10717 189914 3201 17381 12269 36236 27243 1912 3730 8183 80815 3537 3149 7215 3061 33988
internal_value=9.76384e-07 -0.000714949 -0.00024438 -7.80385e-05 0.00053628 4.47259e-05 0.000111377 -1.66457e-05 -0.000917704 0.000278845 -0.000996791 0.000554529 0.00057443 -0.00252081 -0.00184864 -0.000758225 -0.000144163 0.000224943 -0.00211112 -0.000300859 -0.00135803 -0.000745407 -0.00050596 -0.00180061 -0.00154499 0.000311205 0.000768872 2.4635e-05 0.0023199 0.000552092
internal_weight=1.32537e+06 567022 212398 192444 758346 182414 178623 164894 40721 124173 354624 753846 95396 4500 19954 213611 52387 64927 15662 49186 141013 32955 30787 11913 108058 18874 15337 10364 4973 47546
internal_count=1325368 567022 212398 192444 758346 182414 178623 164894 40721 124173 354624 753846 95396 4500 19954 213611 52387 64927 15662 49186 141013 32955 30787 11913 108058 18874 15337 10364 4973 47546
cat_boundaries=0 1 2 3 4
cat_threshold=5264 6368 178 7328
is_linear=0
shrinkage=0.05


Tree=67
num_leaves=31
num_cat=4
split_feature=99 93 29 81 56 90 62 136 136 77 8 13 52 0 22 52 33 1 133 136 75 82 107 52 75 65 64 86 136 57
split_gain=183.925 24.9177 17.6854 15.9913 14.0169 12.8577 11.4528 11.4307 10.1359 9.65784 8.6465 10.7226 9.63952 7.6689 7.54148 7.46991 7.4721 10.2017 7.26698 7.12909 7.04034 7.03762 6.95709 6.5466 13.1515 11.0319 10.4524 8.63274 6.52409 6.35196
threshold=-0.70488464832305897 -0.27986806631088251 1021.0499877929689 253.47133636474612 252.5153503417969 1.0000000180025095e-35 0.45519340038299566 0 1 13.144999980926515 10.949999809265138 1.3750000000000002 0.19500000029802325 304.50000000000006 8.1250000000000018 1.3849999904632571 11.550000190734865 340.50000000000006 1016.8500061035157 2 0.53874090313911449 257.77343750000006 -0.221710130572319 0.86500000953674328 0.62515047192573558 11.154999732971193 3.435000061988831 0.87740421295166027 3 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2
left_child=1 2 3 9 -2 8 -7 13 -5 -1 11 12 21 -3 18 16 -6 -18 -13 -17 -14 -10 -19 24 27 -25 -26 -9 -22 -21
right_child=4 7 -4 5 15 6 -8 23 10 -11 -12 14 20 -15 -16 19 17 22 -20 29 28 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.00076169466744568297 0.00057024116645176598 -0.00075929919319039278 -0.0021171427143990944 0.0014442635999778229 -0.001030607768717584 0.00047735480819240312 0.0031851726419770462 0.0016895895108861869 0.0061455750541989235 -0.0031847840115496887 -0.0013446256344533079 0.00024598013706042743 3.7244835187942186e-05 0.00040099704326804881 0.0018883193411724346 -0.00022239014884510192 0.001016602562514397 0.0084472276380254032 -0.0035500190215639765 -0.010339597386265385 -0.00044938630658346833 0.00080851140046954743 -6.5640460336130693e-05 -0.0015180245706187222 -0.0020341047461688798 -0.00086396143513165445 0.00018764290377686502 -0.001054244071859331 -0.001700380458383577 -0.0015991779038664361
leaf_weight=13657 703700 36040 11916 9553 3100 14111 5399 9081 773 5884 15705 57604 21538 23544 7096 35766 5394 873 1289 213 20848 3074 331 113206 13543 149747 8691 4189 20879 8624
leaf_count=13657 703700 36040 11916 9553 3100 14111 5399 9081 773 5884 15705 57604 21538 23544 7096 35766 5394 873 1289 213 20848 3074 331 113206 13543 149747 8691 4189 20879 8624
internal_value=9.25495e-07 -0.000679884 -0.000246526 -0.000133612 0.000510514 1.55471e-05 0.00122669 -0.000933243 -0.000133667 -0.00149131 -0.000235048 -0.000104143 -0.000549149 -0.00030077 0.000348437 -0.000263503 0.000994161 0.00194548 0.000162897 -0.000536957 -0.000696916 0.00188092 0.0061069 -0.00105946 -0.00042221 -0.00114555 -0.00116565 0.000823431 -0.00107586 -0.0018078
internal_weight=1.32537e+06 567367 209326 197410 758001 177869 19510 358041 158359 19541 148806 133101 67112 59584 65989 54301 9698 6598 58893 44603 63265 3847 1204 298457 35504 262953 22234 13270 41727 8837
internal_count=1325368 567367 209326 197410 758001 177869 19510 358041 158359 19541 148806 133101 67112 59584 65989 54301 9698 6598 58893 44603 63265 3847 1204 298457 35504 262953 22234 13270 41727 8837
cat_boundaries=0 1 2 3 4
cat_threshold=272 2 1813 612
is_linear=0
shrinkage=0.05


Tree=68
num_leaves=31
num_cat=0
split_feature=98 94 31 12 109 132 57 61 25 55 15 75 64 34 129 78 111 99 62 52 15 92 22 7 27 4 79 37 65 79
split_gain=166.68 25.0472 19.5179 18.5818 14.6285 13.2057 12.6541 13.173 10.3071 9.33447 8.26329 12.8628 8.04841 7.93881 7.9368 8.49628 7.48749 7.46265 7.0822 6.62828 7.90601 6.54024 9.57301 6.36338 5.78038 5.51274 5.86128 5.10657 5.08637 4.91298
threshold=-0.70563271641731251 -0.28485339879989618 1019.7500000000001 2.745000004768372 -0.82507988810539235 1016.3500061035157 180.89695739746097 0.43382488191127783 285.50000000000006 15.34500026702881 1.4049999713897707 0.5458950698375703 9.9250001907348651 19.550000190734867 99.000000000000014 1.685000002384186 -0.52719905972480763 0.10538833215832712 0.29064586758613592 0.27500000596046453 0.56499999761581432 -0.050909370183944695 6.9649999141693124 5.3500001430511483 288.50000000000006 4.0499999523162851 15.045000076293947 16.94999980926514 6.6949999332427987 1.935000002384186
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 2 3 5 13 6 7 -1 -3 14 11 19 18 -2 17 -16 -12 -6 24 -8 -21 22 -14 27 28 -18 -27 29 -10 -22
right_child=4 8 -4 -5 9 -7 10 -9 12 -11 16 -13 21 -15 15 -17 25 -19 -20 20 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00042044615966057132 -0.0028626872487680631 -0.0012687615645165706 -0.0017066742142044058 -0.0024419349257836895 0.00053204421961556138 -0.0028688337098821694 0.0032347076063800177 0.0029879311880634473 -0.0035811671951558491 -0.00062782403620935 -0.0018621591937601303 -0.00098528161017803176 -0.00092840183473444089 0.0063578805316150989 -0.017183528927786428 -0.0013784335042882872 0.00086528097950445873 0.0031077717213275845 -0.0012804020238453648 -0.0067452286792854966 -0.0015268973286828229 -0.00059324508278911373 0.0016450718216791229 -0.00095510298678240686 0.00053731043030040516 -0.00045633503126596647 0.00069541162184371124 0.001965344463913235 0.0053334874778013033 0.00075466146928453918
leaf_weight=17381 4253 125596 19954 7878 729353 3827 1889 7011 1508 17827 3905 44531 6423 247 87 3756 33701 2823 71918 407 3112 131099 8262 7503 9639 26621 18881 6039 179 9758
leaf_count=17381 4253 125596 19954 7878 729353 3827 1889 7011 1508 17827 3905 44531 6423 247 87 3756 33701 2823 71918 407 3112 131099 8262 7503 9639 26621 18881 6039 179 9758
internal_value=8.78865e-07 -0.000647571 -0.000218175 -6.38368e-05 0.000485731 3.76697e-05 9.92125e-05 0.00115842 -0.000904753 0.000502698 -6.60364e-05 -0.000453251 -0.000705136 -0.00235658 0.00053008 -0.00173624 0.000275197 0.000541975 -0.00109738 0.000372019 0.000170385 -0.00048116 0.000519473 0.000276952 6.47563e-05 0.000380577 2.15809e-05 0.000765826 -0.00263527 0.000202975
internal_weight=1.32537e+06 567022 212398 192444 758346 184566 180739 24392 354624 753846 156347 73239 229028 4500 736019 3843 83108 732176 83244 28708 26819 145784 14685 26412 11326 79203 45502 18909 1687 12870
internal_count=1325368 567022 212398 192444 758346 184566 180739 24392 354624 753846 156347 73239 229028 4500 736019 3843 83108 732176 83244 28708 26819 145784 14685 26412 11326 79203 45502 18909 1687 12870
is_linear=0
shrinkage=0.05


Tree=69
num_leaves=31
num_cat=2
split_feature=99 92 30 12 136 58 119 135 52 86 116 23 4 68 124 83 52 66 75 64 23 5 104 136 24 53 21 55 40 28
split_gain=151.231 19.7907 16.892 17.6515 15.6478 13.3874 11.5026 10.3787 10.0163 9.66264 8.54494 7.38201 6.99193 7.2905 6.84699 7.01991 6.74296 11.746 10.5901 8.97835 6.96772 10.4957 6.91946 6.68967 6.63209 6.52751 6.45051 6.43415 6.36431 6.27262
threshold=-0.73038733005523671 -0.16904257982969281 1020.2500000000001 2.6049998998641972 0 233.69169616699222 0.52247866988182079 1016.9500122070314 0.31499999761581426 0.88337489962577831 0.93663650751113903 6.0250000953674325 6.1499998569488534 272.62104797363287 0.78257837891578685 243.26403808593753 0.51499998569488536 4.8750000000000009 0.60807350277900707 2.0749999284744267 5.3849999904632577 5.3500001430511483 0.32328370213508612 1 200.50000000000003 0.10500000044703485 7.2950000762939462 0.46500000357627874 9.1500000953674334 1015.4500122070314
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 2 3 4 8 -2 12 28 9 -1 16 -10 13 24 15 -7 18 27 20 23 21 25 -22 -20 -6 -3 -21 -18 -8 -26
right_child=5 10 -4 -5 6 14 7 -9 11 -11 -12 -13 -14 -15 -16 -17 17 -19 19 26 22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0023590327257119658 0.00051781594375108946 0.0058024795194686618 -0.001674803377526575 -0.0020135154232284137 0.00084488957520717153 -0.0018578800942927352 0.00083365952472252655 -0.0044621204755562341 -0.0018804825995560118 -0.0010668117990083595 0.00223382450252706 -0.00055811605976982179 -0.00088045847350225648 0.00073847129394212377 0.00039990831232143465 -0.00027022691454050706 -0.0038242437711424881 -0.00080963806998441486 0.0010259098845488948 0.00027327379947082985 0.0026484261391217221 -0.0015419974235814312 0.027165907948952295 -0.0021794718852004226 -2.449399021098917e-05 0.00047270352391031405 0.0076518887171721679 -0.0014636261153841998 0.0040995110985764657 -0.0016163936309103863
leaf_weight=4677 701153 993 19595 11816 8761 8585 50680 908 16426 3676 2183 29522 21473 29460 30326 36838 3030 230216 1932 6224 3759 3738 29 10260 13496 1363 311 60973 1537 11428
leaf_count=4677 701153 993 19595 11816 8761 8585 50680 908 16426 3676 2183 29522 21473 29460 30326 36838 3030 230216 1932 6224 3759 3738 29 10260 13496 1363 311 60973 1537 11428
internal_value=8.34925e-07 -0.000634834 -0.000272608 -0.000137829 -2.24223e-05 0.000449595 0.000260959 0.000837632 -0.000741174 0.000851382 -0.000883875 -0.00103085 -0.000101058 0.000163983 -0.000181876 -0.000570295 -0.000904958 -0.000976214 -0.000172143 -0.000870949 0.00115214 0.000105378 0.00283613 -0.00167248 -0.000338449 0.00271908 0.000624421 -0.00157538 0.000929789 -0.000754402
internal_weight=1.32537e+06 548466 223455 203860 192044 776902 137743 53125 54301 8353 325011 45948 84618 63145 75749 45423 322828 294219 28609 18727 9882 6094 3788 12192 33685 2356 6535 64003 52217 24924
internal_count=1325368 548466 223455 203860 192044 776902 137743 53125 54301 8353 325011 45948 84618 63145 75749 45423 322828 294219 28609 18727 9882 6094 3788 12192 33685 2356 6535 64003 52217 24924
cat_boundaries=0 1 2
cat_threshold=7312 528
is_linear=0
shrinkage=0.05


Tree=70
num_leaves=31
num_cat=3
split_feature=99 93 83 76 110 31 136 135 42 136 22 75 79 38 99 90 116 85 52 63 65 80 136 125 62 31 36 65 134 90
split_gain=139.749 19.0374 14.7675 14.7129 13.5237 13.1998 11.6413 10.5515 10.0345 9.81024 9.55126 8.87287 7.83105 7.8052 7.07189 7.56044 6.88834 6.60125 10.9098 11.6819 8.18576 6.99019 7.03516 6.59479 6.59467 6.57822 6.54629 6.5156 6.48409 6.4623
threshold=-0.73038733005523671 -0.23378753662109372 287.60699462890631 10.715000152587892 -0.67482370138168324 1017.0499877929689 0 1014.7500000000001 10.550000190734865 1 7.1849999427795419 0.57062605023384105 3.995000004768372 14.84999990463257 0.10538833215832712 -0.82239615917205799 0.82409480214118969 0.89071595668792736 0.86500000953674328 0.30277977883815771 13.175000190734865 250.22673034667972 2 0.96359375119209301 0.25065393745899206 1015.3500061035157 21.349999427795414 9.2049999237060565 1012.8500061035157 -0.58349326252937306
decision_type=2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 2 3 5 26 12 -4 14 10 16 11 -8 -1 -14 15 24 -3 18 19 -11 -20 22 -21 -18 -6 28 -2 -12 -13 -5
right_child=4 9 6 29 7 -7 8 -9 -10 17 27 25 13 -15 -16 -17 23 -19 20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0006559187496030203 -0.0023518577040543645 -0.00040338893994814825 0.0014992321293028686 -0.0017047724733747572 0.00210931549221693 -0.0015756602132359705 0.00027224747838162482 -0.0025085719138274102 0.0026309080181857523 0.0019515380294196157 5.1639082654081589e-05 -9.988357056316638e-05 -0.00031161145649945596 0.0017613759876814292 0.0025576217127232107 0.00049177340674643659 0.00041507495681007391 -0.0016080170428595148 -0.0012924532574865055 -0.00059389173376968828 -0.00068905360415532865 0.00011403125785706564 -0.00452130601010015 0.0044990772946042392 -0.00038358242337789566 -0.0013950835825544184 0.0053551370640293342 0.0015236178950815912 -0.0020813562595529927 -0.0042724246998742492
leaf_weight=18691 5521 50343 12711 9814 2853 18396 31493 2994 3313 6564 20945 33352 8468 9791 4018 723156 3523 34308 106539 2891 118974 11744 1885 1374 37829 24536 290 11727 4712 3266
leaf_count=18691 5521 50343 12711 9814 2853 18396 31493 2994 3313 6564 20945 33352 8468 9791 4018 723156 3523 34308 106539 2891 118974 11744 1885 1374 37829 24536 290 11727 4712 3266
internal_value=4.10278e-06 -0.000606215 -0.000233793 -0.000837738 0.000435802 -0.000481312 5.56235e-05 0.000453917 -8.55521e-05 -0.00083884 -0.000156553 -0.0004123 6.35218e-05 0.000799984 0.000465468 0.000454463 -0.000229208 -0.000957834 -0.000868143 0.000167143 -0.000974117 -0.000541863 -0.00215468 0.00156096 -0.000208757 -0.000756684 -0.00196724 0.000579978 -0.000345173 -0.0023459
internal_weight=1.32602e+06 549360 211215 68426 776661 55346 142789 770850 130078 338145 126765 94093 36950 18259 767856 763838 55240 282905 248597 23084 225513 16520 4776 4897 40682 62600 5811 32672 38064 13080
internal_count=1326021 549360 211215 68426 776661 55346 142789 770850 130078 338145 126765 94093 36950 18259 767856 763838 55240 282905 248597 23084 225513 16520 4776 4897 40682 62600 5811 32672 38064 13080
cat_boundaries=0 1 2 3
cat_threshold=34 272 7712
is_linear=0
shrinkage=0.05


Tree=71
num_leaves=31
num_cat=2
split_feature=75 99 112 90 22 93 136 30 24 28 15 30 136 134 52 102 38 43 85 87 82 131 115 19 112 84 2 52 10 17
split_gain=127.157 20.9682 13.6853 12.4725 9.62028 13.3227 13.2607 10.5407 9.99752 8.97689 8.40745 8.36859 8.05177 7.93418 7.12021 6.7058 8.19798 7.37279 6.64536 8.89439 7.83435 7.19539 6.74349 7.66478 8.04363 6.48293 8.08173 7.28728 6.44555 6.19188
threshold=0.50147756934165966 -0.87208357453346241 -0.36648726463317866 -0.81920695304870594 6.0850000381469735 -0.23378753662109372 0 1020.7500000000001 285.50000000000006 1019.4500122070314 0.70499998331069957 1007.0499877929689 1 1018.8500061035157 0.47499999403953558 0.11650429666042329 15.550000190734865 9.3499999046325701 0.90655732154846203 0.79771646857261669 231.63719177246097 12.500000000000002 -0.28400452435016627 10.405000209808351 -0.21643137186765668 0.88554900884628307 1.0000000180025095e-35 1.2150000333786013 0.75000000000000011 13.344999790191652
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 4 29 -3 6 -6 8 -8 10 -2 -12 15 -10 -4 16 -13 -18 19 21 -21 -5 23 24 28 27 -27 -14 -22 -1
right_child=1 2 14 18 5 -7 7 -9 13 -11 11 12 25 -15 -16 -17 17 -19 -20 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.386618986225785e-05 -0.0029174555820746136 -0.00098120805360488281 0.0038331729785928991 0.00045182504616799233 -0.001053397417567486 -0.00046072754135369854 -0.00054467839861328143 -0.0027822958301025589 0.0014240585697681109 -0.0012580781661090982 -0.0015015529841905031 -0.0013049211608918711 0.00030312692110835059 -0.007793561353179765 0.0006790956796158728 0.00025485338602569967 0.0018673797569467938 -0.00074665316329747202 -0.0020347625467817109 -0.0015391909273999465 0.0043225538352433856 -0.0071068302095342907 0.0028794699100466144 -0.00020960029524474965 0.0048606983332456534 0.0015479538596942129 -0.0017263296862825663 -0.0007771476266632887 0.0010418272068007759 -0.0012219347514940875
leaf_weight=27502 4064 45242 1953 666378 11562 122574 8495 1925 35526 85946 24352 19684 18936 235 21350 47265 4811 6140 2613 2413 1625 315 6384 8250 1718 2046 23885 88913 19026 14893
leaf_count=27502 4064 45242 1953 666378 11562 122574 8495 1925 35526 85946 24352 19684 18936 235 21350 47265 4811 6140 2613 2413 1625 315 6384 8250 1718 2046 23885 88913 19026 14893
internal_value=3.89629e-06 -0.000555759 -0.00021013 0.000432256 -0.000329308 -0.000165744 0.000460432 0.000839485 0.000997211 -0.000819572 -0.000662602 -0.000623778 -0.000522797 0.00136349 0.000943436 -0.00011861 -0.000694844 0.000401745 0.000482088 0.000491402 0.00122123 0.000448254 0.00140124 0.00109303 0.00157346 -0.000758089 -0.00146798 -0.000587474 0.00129998 -0.000400799
internal_weight=1.32602e+06 574904 248862 751117 225559 180317 57743 46181 44256 326042 240096 236032 211680 35761 23303 77900 30635 10951 708722 706109 39416 666693 37003 30619 22369 133780 25931 107849 20651 42395
internal_count=1326021 574904 248862 751117 225559 180317 57743 46181 44256 326042 240096 236032 211680 35761 23303 77900 30635 10951 708722 706109 39416 666693 37003 30619 22369 133780 25931 107849 20651 42395
cat_boundaries=0 1 2
cat_threshold=6292 806
is_linear=0
shrinkage=0.05


Tree=72
num_leaves=31
num_cat=2
split_feature=99 93 29 9 110 136 75 135 52 136 83 38 23 88 66 110 4 124 99 53 15 60 3 36 53 85 52 53 63 55
split_gain=114.872 15.7664 12.7987 12.0321 11.8518 10.7688 9.66389 9.25173 8.70216 8.65468 8.45682 12.7602 7.44637 7.38984 7.14084 6.71744 6.35964 11.9308 6.31851 6.53807 6.07923 6.04572 5.85778 5.83641 5.82148 5.80305 9.41521 10.3487 7.62558 7.62297
threshold=-0.73038733005523671 -0.23378753662109372 1021.0499877929689 13.34999990463257 -0.67482370138168324 0 0.60198387503623974 1014.7500000000001 0.23499999940395358 1 282.21890258789068 15.550000190734865 7.5050001144409189 -0.10908653959631918 13.715000152587892 0.18185423314571383 7.2500000000000009 0.95878320932388317 0.10538833215832712 13.605000019073488 1.4149999618530276 0.36738634109497076 247.50000000000003 21.349999427795414 1.6549999713897707 0.89277687668800365 0.86500000953674328 2.1550000905990605 0.29281380772590643 1.2050000429153445
decision_type=2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 23 10 8 18 -7 16 11 -1 13 21 -14 -10 -3 -18 19 -6 -8 -12 -13 -2 -19 26 27 28 -11 -28
right_child=4 9 -4 -5 7 6 20 -9 15 25 12 22 14 -15 -16 -17 17 24 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0014001574678564361 -0.0022176776193103343 -0.00058872292081804873 -0.0017396273134066291 -0.0019621023863679705 0.00043805031289233687 0.0028177953761263472 -0.0015900840080018425 -0.0023619716934916843 -0.0018323005108808685 0.0020198366756718693 0.00087734200464497931 0.0017208577702210758 0.00093212576160881129 0.0013720232847144692 0.0033768516258501596 0.00028002436750951146 0.00013225784104581621 0.009189055120050969 0.0024004470207703095 -0.00042401281945642338 -0.0004513359871281999 -0.00032510085426121172 -0.00030144752969944413 0.005059460389303899 0.0027294846580692873 -0.0015155343737409442 -0.0022255610185461256 -0.0027009993622884045 -7.7571302090947275e-05 -0.00082930208887855542
leaf_weight=15840 5521 35507 12855 8412 741171 2911 19692 2994 4468 6126 14901 6812 13045 13003 3874 23879 17856 463 4018 22667 28951 35023 7549 290 1414 31269 10235 2799 14811 217665
leaf_count=15840 5521 35507 12855 8412 741171 2911 19692 2994 4468 6126 14901 6812 13045 13003 3874 23879 17856 463 4018 22667 28951 35023 7549 290 1414 31269 10235 2799 14811 217665
internal_value=3.70107e-06 -0.000549636 -0.000210717 -0.000111634 0.000395096 -2.96841e-05 -0.000471474 0.000412055 0.000214428 -0.000761335 0.0002911 -0.000421563 0.000560694 0.000310323 0.0014919 -5.29162e-05 -0.000188745 0.000530868 0.000422871 0.000412468 -0.000912332 3.37967e-05 0.000657813 -0.00185451 0.00432287 -0.000873101 -0.000793305 0.000154386 0.000536114 -0.000892008
internal_weight=1.32602e+06 549360 211215 198360 776661 189948 79901 770850 31258 338145 110047 30201 79846 62927 16919 28347 55240 19733 767856 763838 48643 49924 14361 5811 1877 282905 251636 23736 20937 227900
internal_count=1326021 549360 211215 198360 776661 189948 79901 770850 31258 338145 110047 30201 79846 62927 16919 28347 55240 19733 767856 763838 48643 49924 14361 5811 1877 282905 251636 23736 20937 227900
cat_boundaries=0 1 2
cat_threshold=870 272
is_linear=0
shrinkage=0.05


Tree=73
num_leaves=31
num_cat=2
split_feature=75 99 35 136 22 92 90 54 124 107 13 28 64 4 9 79 31 30 15 79 34 65 23 57 87 136 12 27 131 102
split_gain=104.534 18.3272 12.221 10.4907 8.64634 10.7376 8.58399 8.99676 8.44651 8.51416 8.30457 8.24094 8.14342 7.9411 7.7006 7.62483 7.44147 7.11588 7.43684 6.82172 9.09147 8.60027 7.31434 6.73166 6.64736 6.61829 6.53267 6.42433 6.23665 6.13479
threshold=0.47722920775413519 -0.87208357453346241 11.250000000000002 0 6.2650001049041757 -0.74928808212280262 -0.81920695304870594 0.10500000044703485 0.95878320932388317 -0.68937906622886647 1.4950000047683718 1019.4500122070314 6.6050000190734872 10.34999990463257 6.8500001430511483 18.095000267028812 1017.5499877929689 1007.0499877929689 0.70499998331069957 3.3349999189376835 12.150000095367433 0.61500000953674328 4.8949999809265146 255.34855651855472 0.85433408617973339 1 1.9149999618530276 185.50000000000003 180.50000000000003 0.13215518742799762
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=6 11 12 8 15 10 7 -1 9 16 -6 17 -3 -10 -12 -5 24 -2 -19 23 -21 -22 -23 28 27 29 -24 -4 -8 -20
right_child=1 2 3 4 5 -7 19 -9 13 -11 14 -13 -14 -15 -16 -17 -18 18 25 20 21 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00451566907147888 -0.001390827500705326 -0.001727671020277152 0.0030464387375394764 -0.0013105381712419809 -0.00017583494470830061 -0.00022131559757772001 0.00041835469340630813 -0.00047705220265853757 0.0017317239173396328 -0.0011184370191528344 0.0022648183045948364 -0.001151906169620904 -0.00042829725558545808 0.0072739723991144117 -0.00010440977701812104 6.8016695939716873e-05 -0.00078472868741778735 -0.0025408706654132156 -0.00061460817177732012 -0.00041342679767591636 0.0034358858914212429 -0.00089319823198799218 0.0019056089556431814 -0.0013716875435882867 0.0025544946027735035 -0.00066755276087006397 -0.00012542998838237549 0.00018456709793764244 -0.013371700217674781 0.0002687989433290498
leaf_weight=926 24805 17038 2336 26114 10763 85493 653680 35256 6394 7283 12212 87363 41255 719 4769 16286 5762 4369 33625 8129 4696 3874 17868 5305 6627 138398 5086 12214 82 47294
leaf_count=926 24805 17038 2336 26114 10763 85493 653680 35256 6394 7283 12212 87363 41255 719 4769 16286 5762 4369 33625 8129 4696 3874 17868 5305 6627 138398 5086 12214 82 47294
internal_value=3.51601e-06 -0.000491479 -0.000172134 1.60722e-05 -0.000171986 5.60469e-05 0.000401665 -0.000349274 0.000724026 0.000398347 0.000910738 -0.000734196 -0.000808081 0.00229195 0.00159944 -0.00078103 0.000808412 -0.00058734 -0.00049824 0.000440552 0.00107748 0.00146194 0.00111642 0.00040223 0.00124189 -0.000457549 0.00145558 0.00064404 0.000416625 -9.8279e-05
internal_weight=1.32602e+06 591119 255265 196972 155637 113237 734902 36182 41335 34222 27744 335854 58293 7113 16981 42400 26939 248491 223686 698720 39653 31524 26828 659067 21177 219317 22954 14550 653762 80919
internal_count=1326021 591119 255265 196972 155637 113237 734902 36182 41335 34222 27744 335854 58293 7113 16981 42400 26939 248491 223686 698720 39653 31524 26828 659067 21177 219317 22954 14550 653762 80919
cat_boundaries=0 1 2
cat_threshold=114 806
is_linear=0
shrinkage=0.05


Tree=74
num_leaves=31
num_cat=1
split_feature=75 112 24 93 136 15 22 65 109 76 52 24 12 31 132 39 52 68 103 85 109 15 52 75 61 88 9 67 31 28
split_gain=94.5359 16.229 20.6936 11.377 16.517 10.9407 10.1978 10.0707 9.79632 9.53482 9.49994 8.80225 8.00236 6.90109 6.8382 6.77318 6.65932 6.49012 6.25256 6.49447 6.06753 6.0364 7.71266 9.02316 7.60469 6.16051 5.83765 6.46289 5.71793 8.23174
threshold=0.50147756934165966 -0.39873388409614557 286.50000000000006 -0.015559659805148838 0 1.5850000381469729 7.9649999141693124 13.75500011444092 -0.82507988810539235 29.464999198913578 6.5650000572204599 198.50000000000003 3.245000004768372 1020.8500061035157 1017.6499938964845 10.050000190734865 9.7150001525878924 243.12542724609378 -0.94393011927604664 0.902530997991562 -0.60041111707687367 0.70499998331069957 1.0950000286102297 0.6882731318473817 0.40080793201923376 -0.30865217745304102 10.949999809265138 0.91500002145767223 1015.2500000000001 1012.2500000000001
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 21 4 -4 13 12 -5 -3 15 18 20 17 14 -6 -10 -9 -7 -1 -20 -12 25 23 26 -24 -2 27 -23 29 -19
right_child=1 8 3 7 5 6 -8 16 9 -11 11 -13 -14 -15 -16 -17 -18 28 19 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018710918951807367 -0.001921397996255675 -0.0017417954237987331 -0.0010002505848280276 -0.00096105588450076283 -0.00011571405293344658 0.0034999501276993189 0.0025883563668020705 0.00027517229405431525 -0.0037668513983098368 0.0031061717331960863 -0.0050378904633861009 -0.00094769781171091328 -0.0029384279285998402 -0.0029655450027579189 -0.0070080831480291835 0.00056703961556023904 -0.00050478648344152554 5.6072573081374525e-05 0.00040374255457029812 -0.0014713347253935592 0.0022633552983847885 -0.00051836042936099223 -0.0019104930209964941 -0.00096150195381714703 -0.00092837129076620635 -0.0066337580946963948 -0.0032217493917529381 0.0021106882931283531 -0.00016690559198263323 0.0015493041021240048
leaf_weight=7213 4143 4557 29844 89605 31712 1870 6505 38915 926 3747 310 22163 1641 2415 364 34106 92222 16828 713317 4648 3466 3520 23424 14857 124318 833 793 6959 20360 20440
leaf_count=7213 4143 4557 29844 89605 31712 1870 6505 38915 926 3747 310 22163 1641 2415 364 34106 92222 16828 713317 4648 3466 3520 23424 14857 124318 833 793 6959 20360 20440
internal_value=3.33996e-06 -0.000479218 -0.000555069 -0.000332926 3.43209e-05 0.000336689 0.000706247 -0.000552498 0.000451191 0.000708893 0.000372689 -0.000567515 0.000505996 -0.000387993 -0.000193929 0.000452482 -0.000273333 0.000600996 0.000406319 0.000391604 0.00166394 -0.000993179 -0.000944038 -0.000152177 -0.00108408 -0.00271026 0.00091455 0.00122756 0.000506927 0.00087505
internal_weight=1.32602e+06 574904 531568 352721 131979 102135 67644 220742 43336 38779 751117 25939 61139 34491 32076 35032 131137 59498 725178 717965 3776 178847 173871 26129 147742 4976 11272 10479 57628 37268
internal_count=1326021 574904 531568 352721 131979 102135 67644 220742 43336 38779 751117 25939 61139 34491 32076 35032 131137 59498 725178 717965 3776 178847 173871 26129 147742 4976 11272 10479 57628 37268
cat_boundaries=0 1
cat_threshold=7328
is_linear=0
shrinkage=0.05


Tree=75
num_leaves=31
num_cat=0
split_feature=75 99 35 110 29 13 23 92 76 28 89 16 116 94 12 10 95 63 79 115 1 52 28 66 132 101 105 33 79 9
split_gain=83.8549 13.5401 10.7003 9.67695 9.03429 9.50332 9.40462 11.2903 8.76941 8.19821 7.7772 7.9902 11.4364 6.89598 6.29382 7.40068 6.26632 11.5493 9.09201 8.01919 6.04186 5.99569 6.06106 5.97853 6.2707 6.08988 5.92381 5.7841 5.65636 7.41674
threshold=0.50939357280731212 -0.74872469902038563 11.34999990463257 -0.52907252311706532 1021.0499877929689 1.5349999666213991 6.0050001144409189 -0.14608868211507794 31.664999961853031 1008.3500061035157 -0.021664515137672421 13.344999790191652 -0.74892720580101002 -0.86050224304199208 0.9650000035762788 8.9499998092651385 -0.84185209870338429 0.44922828674316412 1.8750000000000002 -0.026175950653851029 342.50000000000006 0.27500000596046453 1008.3500061035157 25.585000038146976 1017.3500061035157 0.11057553067803384 -0.74438703060150135 16.94999980926514 5.055000066757203 6.6499998569488534
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=3 4 26 14 6 13 21 8 10 -4 11 23 -13 -6 15 -1 18 -18 27 -20 -11 22 -2 24 -8 -25 -3 -5 -24 -30
right_child=1 2 9 16 5 -7 7 -9 -10 20 -12 12 -14 -15 -16 -17 17 -19 19 -21 -22 -23 28 25 -26 -27 -28 -29 29 -31
leaf_value=0.0012082442764849391 -0.0045683429887349606 0.00019929529246888553 -0.0011959938473317172 -0.0019683862882136664 -0.0055251149782229933 -0.0007527068661900122 0.00017309445348970309 -0.0005837581361649622 -0.0023244778666404011 0.00035472291270815262 0.0013339615600340032 0.00010100167811374376 -0.0020082586873397304 -0.0017857308773514256 -0.0021773657164132986 0.02524220540724469 0.0003681252595244749 -0.0011480867526638182 0.001015751533668051 0.0033035907918200972 0.0019459385579329782 -0.0011405770082527132 -0.0011521046594659464 -0.00058493925929611586 -0.003588224301979471 0.0028855444905534367 -0.0013805765340538358 0.0014121962282601917 0.0027319405940654288 -0.00028038471848338336
leaf_weight=1090 686 9117 7943 3768 1331 59838 69670 182920 3789 68574 11840 15621 10918 16732 5759 33 700247 12789 26831 4468 6534 66814 4599 1855 1126 3968 16991 1905 3624 4685
leaf_count=1090 686 9117 7943 3768 1331 59838 69670 182920 3789 68574 11840 15621 10918 16732 5759 33 700247 12789 26831 4468 6534 66814 4599 1855 1126 3968 16991 1905 3624 4685
internal_value=1.19217e-05 -0.000446585 5.40437e-05 0.000356715 -0.000565381 -0.00105613 -0.000465333 -0.000337277 4.22787e-05 0.0003316 0.00012026 -1.90435e-05 -0.000766737 -0.00206127 -0.00150966 0.0019145 0.00037384 0.000340931 0.00100853 0.00134235 0.00049315 -0.000945826 1.13681e-05 0.00023994 0.000113271 0.00177997 -0.00082888 -0.000833183 0.000254758 0.00103345
internal_weight=1.32606e+06 569175 109159 756890 460016 77901 382115 301707 118787 83051 114998 103158 26539 18063 6882 1123 750008 713036 36972 31299 75108 80408 13594 76619 70796 5823 26108 5673 12908 8309
internal_count=1326065 569175 109159 756890 460016 77901 382115 301707 118787 83051 114998 103158 26539 18063 6882 1123 750008 713036 36972 31299 75108 80408 13594 76619 70796 5823 26108 5673 12908 8309
is_linear=0
shrinkage=0.05


Tree=76
num_leaves=31
num_cat=2
split_feature=75 136 0 109 31 37 112 15 110 12 67 40 56 52 57 23 30 21 75 12 57 53 91 114 124 136 94 52 12 10
split_gain=75.679 12.8163 14.1031 13.4501 11.6775 10.7854 10.1719 9.17672 8.73345 8.26804 9.12661 7.17977 6.57106 12.3647 8.43309 6.54361 7.48483 6.20139 5.91528 5.89802 5.85799 15.2641 6.87463 6.69953 6.4313 6.10196 5.83542 5.73256 5.68017 6.67911
threshold=0.50939357280731212 0 112.50000000000001 0.04264506325125695 1014.6499938964845 18.650000572204593 -0.46173103153705591 1.185000002384186 -0.52907252311706532 2.2150000333786015 7.3250000476837167 5.6499998569488534 136.6750183105469 0.47499999403953558 67.236503601074233 6.0050001144409189 1021.3500061035157 5.5150001049041757 0.75654116272926342 1.4750000238418581 256.05796813964849 0.42499999701976782 0.092705618590116515 -0.21643137186765668 0.94260558485984813 1 0.96264016628265392 3.495000004768372 0.9650000035762788 8.9499998092651385
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=8 2 17 5 9 -4 -6 -3 28 10 -5 12 19 -14 -15 -16 18 -2 27 -9 22 24 -10 -24 -22 -23 -27 -17 29 -1
right_child=1 7 3 4 6 -7 -8 11 20 -11 -12 -13 13 14 15 16 -18 -19 -20 -21 21 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001147832060683292 -0.0025215101550645196 -0.0013297533144907446 -0.00096118994124526509 0.00061168219917425424 -0.00022095347267640913 0.0017390201593372363 0.0013797418366531167 0.00065697973142385358 0.0003693122473012512 0.00012560800717974503 0.0023497796307240765 0.023522554962865771 0.0010921640226443086 -0.0029343331445355254 -0.0011619584722198893 0.00096920069974800393 -0.0011002064059790577 -0.00064683203885021554 -0.00050240945502276783 -0.002782196679092931 0.002002107216324957 0.00044381426165614256 0.00099121256727506784 0.0041702799500594251 0.008251850370868518 -0.00087876826053305394 -0.0050089556925366477 -0.00017452656439009986 -0.0020684974243578825 0.023980095042762432
leaf_weight=1090 4706 42958 41282 16650 92277 4062 11121 1599 703944 21849 13823 31 11648 3734 35534 15107 33665 70467 103135 5657 3173 9929 6921 2179 473 22500 889 39870 5759 33
leaf_count=1090 4706 42958 41282 16650 92277 4062 11121 1599 703944 21849 13823 31 11648 3734 35534 15107 33665 70467 103135 5657 3173 9929 6921 2179 473 22500 889 39870 5759 33
internal_value=1.13256e-05 -0.000424255 -0.000179902 3.85408e-05 0.000259216 -0.0007193 -4.87903e-05 -0.000654649 0.000338879 0.000867893 0.00140011 -0.000538661 -0.000541646 -0.000497317 -0.00057745 -0.000538734 -0.000423258 -0.000764191 -0.000279123 -0.00202431 0.000355148 -0.000258586 0.000386964 0.00175244 0.00281289 -0.000594699 -0.00103531 0.000139756 -0.00143418 0.00181877
internal_weight=1.32606e+06 569175 276237 201064 155720 45344 103398 292938 756890 52322 30473 249980 249949 242693 231045 227311 191777 75173 158112 7256 750008 36964 713044 9100 3646 33318 23389 54977 6882 1123
internal_count=1326065 569175 276237 201064 155720 45344 103398 292938 756890 52322 30473 249980 249949 242693 231045 227311 191777 75173 158112 7256 750008 36964 713044 9100 3646 33318 23389 54977 6882 1123
cat_boundaries=0 1 2
cat_threshold=822 784
is_linear=0
shrinkage=0.05


Tree=77
num_leaves=31
num_cat=2
split_feature=75 99 28 31 136 56 52 64 12 80 66 57 136 4 122 82 65 79 120 78 24 80 28 111 113 88 15 8 33 12
split_gain=68.5297 12.9711 10.1143 14.593 12.7108 9.49985 16.0729 8.36886 8.16826 7.33576 6.71117 6.84817 6.36694 7.39938 6.23004 6.13864 6.12348 6.61828 8.20383 7.64249 7.32109 6.84111 6.01681 5.77697 5.64456 6.0195 5.56736 5.52636 5.89974 5.49138
threshold=0.53874090313911449 -0.93701899051666249 1008.7500000000001 1014.6499938964845 0 252.5153503417969 0.66500002145767223 9.2650003433227557 2.3349999189376835 332.26605224609381 23.724999427795414 176.80226898193362 1 7.3500001430511483 0.78257837891578685 262.94050598144537 30.48499965667725 3.0949999094009404 -0.90255093574523915 3.2549999952316289 184.50000000000003 284.20515441894537 1012.2500000000001 -0.40464729070663447 -0.25037047266960138 0.24385193735361102 0.76499998569488536 2.0499999523162846 2.3500000238418584 3.1049998998641972
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 8 16 9 14 10 -7 11 26 13 -9 24 -8 17 19 -19 -1 -20 -21 -6 -22 -5 29 -4 -25 -29 -26
right_child=1 2 3 7 22 6 15 12 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 20 21 23 -23 -24 27 25 -27 -28 28 -30 -31
leaf_value=0.0003386634480048163 -0.00072883637011875819 -0.0010547076298417584 -0.0073520302307822794 -0.00076132468144849699 -0.00083826993454606856 0.0013916428095025778 -0.0017822202426685395 9.6016153519015354e-05 6.8720686947457881e-05 0.0071257646292317931 0.0044498645811514199 0.00094927310395172086 -0.00021806186935217458 0.0030054529780075678 -0.0022451556296925997 -0.0003762290155778043 -0.0042119884825605183 0.0023152538644029903 0.0024016589872829916 -0.0023644855319527106 -0.0023266141800402131 0.00030867176393899594 0.0002187473891102407 0.0019308474391568284 0.00019194181604986356 0.006312289091169686 0.0035433425918558778 0.0055127669236230631 0.0002443828158022482 0.014275302590270128
leaf_weight=656566 207795 33327 121 74327 20653 6294 10019 6130 16750 612 1752 24358 103650 3396 6497 34482 732 8406 5240 4993 1826 4597 38672 6175 6183 454 3781 539 37668 70
leaf_count=656566 207795 33327 121 74327 20653 6294 10019 6130 16750 612 1752 24358 103650 3396 6497 34482 732 8406 5240 4993 1826 4597 38672 6175 6183 454 3781 539 37668 70
internal_value=1.07595e-05 -0.000417593 -0.000227441 -0.000137575 0.000336743 0.000312374 -0.000344491 -0.000388283 0.000953079 0.00189979 0.00144697 0.0012608 -0.000104344 0.00113204 -0.000755412 -0.000692775 0.000358838 0.000363447 0.000867078 0.000318196 0.000630463 -0.0010831 -0.00014921 0.000429609 -0.00063597 0.000753217 0.00320548 0.000543008 0.000318706 0.0003496
internal_weight=1.32606e+06 547916 340121 306794 106087 778149 51407 200707 46762 6906 30012 28260 113176 9526 87531 44501 726742 726010 59854 666156 51448 9590 59325 46208 81034 6707 3902 44382 38207 6253
internal_count=1326065 547916 340121 306794 106087 778149 51407 200707 46762 6906 30012 28260 113176 9526 87531 44501 726742 726010 59854 666156 51448 9590 59325 46208 81034 6707 3902 44382 38207 6253
cat_boundaries=0 1 2
cat_threshold=806 16
is_linear=0
shrinkage=0.05


Tree=78
num_leaves=31
num_cat=2
split_feature=96 52 136 84 36 65 57 79 101 15 24 16 23 82 109 12 23 82 7 75 92 61 29 60 55 57 116 24 136 67
split_gain=62.1135 14.751 15.3279 13.7787 13.5812 11.8409 9.76917 9.42806 9.41161 9.24466 8.87522 11.2242 7.99609 8.8742 7.80761 7.53858 7.40408 7.2107 7.18474 7.02534 6.88468 6.86997 6.55648 5.91118 5.8616 5.8481 5.80663 5.79492 5.5635 6.48674
threshold=-0.67983138561248768 0.23499999940395358 0 0.85227793455123912 14.250000000000002 1.0149999856948855 67.236503601074233 1.8750000000000002 0.10069415718317033 0.74500000476837169 188.50000000000003 13.344999790191652 5.9249999523162851 288.97767639160162 -0.60041111707687367 0.9650000035762788 5.8849999904632577 299.03402709960943 2.6499999761581425 0.70980307459831249 0.026114718988537792 0.43815401196479803 1018.2500000000001 0.46179869771003729 13.675000190734865 171.43115234375003 -0.18222858756780622 238.50000000000003 1 1.1950000524520876
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=1 3 6 28 8 7 -3 -6 17 -5 26 16 13 23 15 -2 -12 -4 -9 -11 22 27 -18 -8 -16 -19 -7 -13 29 -1
right_child=14 2 4 9 5 10 12 18 -10 19 11 21 -14 -15 24 -17 20 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022621568028988489 0.0033467623363582291 -0.0035053016281623491 -0.0015693601155799938 -0.0029534160986447802 -0.00079741786264720988 0.0019985840662822851 -0.0033925623820904231 0.0043887915723418722 -0.00034583413123723505 0.0016364160163945135 -0.00065583787800635408 -0.00066928341017938276 -0.00057239797502983019 -0.0007895871677829644 0.00034842214004553933 -0.0022873443360923239 0.0010274428977630902 0.0038982198490571033 0.0014313179672960743 -0.00069645823176464866 -0.00018991796021380135 -0.00042127157289901141 -0.00071918036115857032 -0.0014344939932311716 -0.00061920802348259163 -0.00041710742370079179 -0.004714065020044263 -0.0030123582282889638 0.00084059180092959068 0.0062795631329986626
leaf_weight=2378 679 3309 30888 2143 3220 6876 6987 2940 183435 7195 20104 5140 130681 24780 721212 4727 40662 849 6811 5852 28404 35836 6191 8597 15998 10432 338 5423 2238 1740
leaf_count=2378 679 3309 30888 2143 3220 6876 6987 2940 183435 7195 20104 5140 130681 24780 721212 4727 40662 849 6811 5852 28404 35836 6191 8597 15998 10432 338 5423 2238 1740
internal_value=1.02214e-05 -0.000375844 -0.000425075 0.000908042 -0.000249892 9.94547e-05 -0.000814404 0.00154838 -0.000500674 9.01362e-05 -2.67018e-05 -0.000113761 -0.000762394 -0.00137752 0.000313541 -0.00157969 0.00019658 -0.00117423 0.00232302 0.000590047 0.000424293 -0.000751586 0.00079665 -0.00231238 0.000327424 -9.2339e-05 0.00168407 -0.00187221 0.00286273 0.00395006
internal_weight=1.32606e+06 583449 561903 21546 387549 161945 174354 12971 225604 15190 148974 141760 171045 40364 742616 5406 95361 42169 9751 13047 75257 46399 46853 15584 737210 11281 7214 10563 6356 4118
internal_count=1326065 583449 561903 21546 387549 161945 174354 12971 225604 15190 148974 141760 171045 40364 742616 5406 95361 42169 9751 13047 75257 46399 46853 15584 737210 11281 7214 10563 6356 4118
cat_boundaries=0 1 2
cat_threshold=6336 2836
is_linear=0
shrinkage=0.05


Tree=79
num_leaves=31
num_cat=3
split_feature=75 99 28 31 136 64 56 52 72 52 23 112 32 123 54 79 77 12 26 120 136 76 66 104 136 58 79 29 8 18
split_gain=56.6294 11.0595 8.9719 12.784 11.3115 7.8208 7.63927 14.105 7.56597 7.38252 10.3823 5.89089 6.70365 6.38955 6.23862 5.8783 9.18388 7.80435 7.36831 6.36011 5.73049 6.67699 5.50956 6.37981 5.46146 6.3868 5.46016 5.37023 5.2178 5.66803
threshold=0.53874090313911449 -0.93936672806739796 1008.7500000000001 1014.6499938964845 0 9.2650003433227557 252.5153503417969 0.66500002145767223 0.33388194441795355 18.365000724792484 7.4849998950958261 -0.38266885280609125 11.449999809265138 0.11319890245795251 0.91500002145767223 3.0949999094009404 3.1550000905990605 2.0649999380111699 185.50000000000003 -0.78257837891578663 1 28.085000038146976 13.154999732971193 0.17143167555332187 2 117.68635940551759 13.925000190734865 1011.8500061035157 2.0499999523162846 11.775000095367433
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2
left_child=6 -2 -3 4 9 11 15 8 -8 10 -4 13 -13 -5 26 16 -1 18 -17 -20 21 -7 -12 -24 -9 -26 -14 -6 29 -21
right_child=1 2 3 5 27 20 7 24 -10 -11 22 12 14 -15 -16 17 -18 -19 19 28 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00030719948294431754 -0.00067193389501746161 -0.00098145698530927722 0.00066594280807864977 -0.000635903527909962 -0.00087451939359114289 0.00041360164062755143 0.0058051521355350234 -0.00012471244041825817 0.0011138794022166221 -0.00074276389987132201 0.0012270906923227941 -0.0021202043430376674 0.0012556778183435262 -0.0017787763757523261 0.00051274386600354651 0.002667754362081139 -0.0011292770971038384 -0.00071349292915228 0.0017581745764193729 0.0029720856518674387 -0.0001898436616985968 0.0036674813180968542 0.0034033911352817151 0.030379349177449267 -0.0055383382223103336 -0.0010544171066867488 0.0084115778582170616 0.00016656658307427351 0.00017504627565987244 -0.0004430993526408143
leaf_weight=655181 203486 33735 30433 63131 17463 7633 1006 24242 5900 5980 4846 2110 571 15168 7378 5965 11319 7475 12676 3712 105005 1987 5855 22 828 19431 500 42613 28608 1806
leaf_count=655181 203486 33735 30433 63131 17463 7633 1006 24242 5900 5980 4846 2110 571 15168 7378 5965 11319 7475 12676 3712 105005 1987 5855 22 828 19431 500 42613 28608 1806
internal_value=9.71068e-06 -0.000379678 -0.000207015 -0.000122927 0.000318927 -0.000355733 0.00028389 -0.000305149 0.00179726 0.000898625 0.00113734 -0.000707798 0.000400812 -0.0008573 0.00103039 0.000325556 0.000282804 0.000798551 0.00101275 0.000801814 -8.28103e-05 0.00108456 0.00247521 0.00350437 -0.000631416 -0.00123707 0.00459643 -0.000136036 0.000446576 0.00185432
internal_weight=1.32606e+06 547916 344430 310695 107212 203483 778149 51407 6906 47136 41156 88858 10559 78299 8449 726742 666500 60242 52767 46802 114625 9620 10723 5877 44501 20259 1071 60076 34126 5518
internal_count=1326065 547916 344430 310695 107212 203483 778149 51407 6906 47136 41156 88858 10559 78299 8449 726742 666500 60242 52767 46802 114625 9620 10723 5877 44501 20259 1071 60076 34126 5518
cat_boundaries=0 1 2 3
cat_threshold=806 16 1813
is_linear=0
shrinkage=0.05


Tree=80
num_leaves=31
num_cat=2
split_feature=99 28 30 112 16 84 61 24 110 12 53 136 31 135 14 57 2 126 83 82 15 105 109 95 52 83 35 65 136 79
split_gain=56.3737 9.65806 9.58214 9.43837 12.9422 14.1574 9.29737 12.9039 8.92128 7.94598 7.59353 10.311 8.86981 7.38845 6.83475 6.56843 6.08407 6.04062 5.94035 5.77412 9.40038 8.76636 5.79299 5.73089 5.96546 13.885 9.55115 7.90335 7.44463 6.09335
threshold=-0.75426101684570301 1019.7500000000001 1007.0499877929689 -0.043617725372314446 13.344999790191652 0.89143970608711254 0.43382488191127783 238.50000000000003 -0.82278710603713978 2.435000061988831 0.34499999880790716 0 1014.4500122070314 1014.7500000000001 1.6950000524520876 308.34481811523443 1.0000000180025095e-35 -0.36648726463317866 327.17987060546881 268.25143432617193 1.044999957084656 -0.96367517113685597 0.051262140274047859 -0.84185209870338429 0.74500000476837169 333.49099731445318 11.550000190734865 10.545000076293947 1 0.80500000715255748
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=1 2 -1 4 5 9 7 -6 -2 10 15 -12 17 23 -3 19 -7 -13 -11 21 -21 22 -4 -10 25 -25 27 -26 -28 -30
right_child=8 14 3 -5 6 16 -8 -9 13 18 11 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 26 -27 28 -29 29 -31
leaf_value=-0.0010484349110371197 -0.0018042577869233391 -0.001335692110029812 0.004127177119310611 0.0012064853644082386 -0.00038294828050466678 0.0010700550194976642 -0.00048740622291070022 -0.0028130365740728319 0.00086576377274818171 -0.00062965479312276397 -0.00044704366461969949 0.0019990293037926306 3.6580657809247474e-05 -0.0019154404985208936 -0.00053094535922861474 0.0052357881775753762 -0.0010701474218847808 0.00062879282054593792 0.0028768333400912673 -0.0020750920031881773 0.0013313357487269254 -0.00011361974648274478 -0.0018882635710510934 0.0002924811925200704 -0.0020213901177213367 0.0038148360894094979 0.00072105388805702563 -0.0002647312958778155 -0.0021799161773098301 -7.7923524808392821e-05
leaf_weight=38064 5204 40204 3825 11313 10490 3621 81229 11399 40096 40461 51260 10704 62428 3839 76756 973 40035 32357 1245 3079 5918 2770 447 645344 9970 2810 34947 17896 3840 33751
leaf_count=38064 5204 40204 3825 11313 10490 3621 81229 11399 40096 40461 51260 10704 62428 3839 76756 973 40035 32357 1245 3079 5918 2770 447 645344 9970 2810 34947 17896 3840 33751
internal_value=-6.16416e-06 -0.000406621 -0.000292693 -0.000215685 -0.0002601 -7.15667e-05 -0.000733863 -0.00164845 0.000259191 9.479e-05 0.000243547 0.000134656 0.000417323 0.000272741 -0.00080757 0.00124687 -0.000892631 0.000969403 -0.00052498 0.00100488 0.00016557 0.0020772 0.00349775 0.000283392 0.000252198 0.000307752 -0.000106429 -0.000893235 0.000195828 -0.000292569
internal_weight=1.32628e+06 528578 411618 373554 362241 259123 103118 21889 797697 215467 173761 156749 105489 792493 116960 17012 43656 43061 41706 16039 8997 7042 4272 788654 748558 648154 100404 27866 72538 37591
internal_count=1326275 528578 411618 373554 362241 259123 103118 21889 797697 215467 173761 156749 105489 792493 116960 17012 43656 43061 41706 16039 8997 7042 4272 788654 748558 648154 100404 27866 72538 37591
cat_boundaries=0 1 2
cat_threshold=7312 786
is_linear=0
shrinkage=0.05


Tree=81
num_leaves=31
num_cat=2
split_feature=75 136 58 57 53 15 90 53 65 69 92 22 36 62 54 60 111 91 24 35 40 73 125 65 52 6 123 8 136 75
split_gain=51.0096 10.6518 9.97353 9.34959 9.15866 8.28216 8.20111 7.10582 7.46921 9.02697 9.94538 9.9969 8.31688 6.88026 6.76665 6.0695 6.05474 7.65638 6.23202 5.86241 5.45378 5.36422 5.33728 5.28372 5.28245 5.1035 5.02031 4.88507 6.8793 4.85879
threshold=0.54239061474800121 0 182.67262268066409 67.236503601074233 0.064999999478459372 1.3849999904632571 -0.81920695304870594 0.65500000119209301 8.2249999046325701 272.07559204101568 -0.068167630583047853 7.5850000381469735 19.650000572204593 0.46871303021907812 0.14500000327825549 0.45038852095603948 -0.82212123274803151 1.0000000180025095e-35 167.50000000000003 14.550000190734865 5.6499998569488534 0.58895975351333629 0.28400452435016638 16.954999923706058 1.9249999523162844 11.550000190734865 -0.64942333102226246 7.7500000000000009 1 0.6882731318473817
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=6 2 13 20 22 15 14 -4 12 -10 11 19 -9 21 -1 29 -8 -18 25 24 -3 -2 -5 -13 -11 -19 -20 -12 -29 -6
right_child=1 3 7 4 5 -7 16 8 9 10 27 23 -14 -15 -16 -17 17 18 26 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0026167172619081009 -0.00091461858637448149 -0.0023359173029122451 0.0010877697139486378 0.00069658393222933601 -0.0010859117199903828 -0.00041855378634427545 -0.0022528936123406133 -0.00077795275924608142 -0.0012486833100553629 -0.0012842363081830247 -0.00052198886455113883 0.0010139311186447282 0.0024675200554929778 0.0024564161836268328 -0.00044409731190098541 -0.0006609094686661263 0.00028338058341799047 0.0054362586864389701 -8.236428420047221e-05 -0.0018210036707804759 0.021054005831480028 0.00097029314970214608 0.0048813827650399065 0.003270340944726142 0.0010735985800951551 -0.016553411743155232 0.0019561865761042407 0.0018076092184146396 -3.988121215266028e-05 -0.002479643210722097
leaf_weight=1870 5450 7971 9718 2474 15350 225417 2319 74116 14587 2992 49299 5266 2028 5218 52494 37953 709811 1160 5010 3058 25 12278 1101 5114 11528 27 7604 5783 38702 10552
leaf_count=1870 5450 7971 9718 2474 15350 225417 2319 74116 14587 2992 49299 5266 2028 5218 52494 37953 709811 1160 5010 3058 25 12278 1101 5114 11528 27 7604 5783 38702 10552
internal_value=-5.85584e-06 -0.000376554 -0.000131875 -0.000575903 -0.000529863 -0.000560948 0.000253525 -0.00023437 -0.000294841 -7.32875e-05 6.75472e-05 0.000895245 -0.000691514 0.000860549 -0.000338812 -0.00106362 0.000297884 0.000306059 0.00147245 0.000168698 -0.00226279 0.000390827 0.00198538 0.00212562 0.000587742 0.00493607 0.00114652 -0.000179198 0.000200688 -0.00165369
internal_weight=1.32628e+06 545980 245137 300843 292847 289272 780295 222191 212473 136329 121742 27958 76144 22946 54364 63855 725931 723612 13801 17578 7996 17728 3575 10380 14520 1187 12614 93784 44485 25902
internal_count=1326275 545980 245137 300843 292847 289272 780295 222191 212473 136329 121742 27958 76144 22946 54364 63855 725931 723612 13801 17578 7996 17728 3575 10380 14520 1187 12614 93784 44485 25902
cat_boundaries=0 1 2
cat_threshold=818 16
is_linear=0
shrinkage=0.05


Tree=82
num_leaves=31
num_cat=1
split_feature=75 71 66 92 12 22 89 58 38 113 61 111 79 7 36 116 60 12 56 63 135 79 59 52 35 125 52 67 136 72
split_gain=46.0359 10.1161 9.22449 9.05637 11.4815 8.49958 8.20417 7.53833 7.21754 6.86024 6.84227 6.71441 8.71432 10.8958 7.1942 6.70427 6.46409 9.50355 6.63668 6.17273 6.14421 6.11579 5.92996 5.73147 6.5571 6.26344 5.72504 12.9401 7.93283 6.55853
threshold=0.54239061474800121 289.97535705566412 8.8949999809265154 -0.016992477700114247 2.9050000905990605 7.9649999141693124 0.18273454159498217 252.43135070800784 17.94999980926514 -0.47714059054851526 0.43382488191127783 -0.82212123274803151 5.055000066757203 5.7500000000000009 12.34999990463257 0.96359375119209301 0.4417583048343659 3.1250000000000004 182.65007019042972 0.2955069243907929 1018.3500061035157 7.3350000381469735 216.73348236083987 0.47499999403953558 11.250000000000002 0.89490029215812694 0.86500000953674328 1.2749999761581423 0 0.76437973976135265
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 1 2
left_child=7 8 6 4 5 20 19 11 16 -9 -8 -1 -13 14 -14 -5 17 21 -18 23 -4 26 -21 25 -25 -3 27 -2 29 -29
right_child=1 2 3 15 -6 -7 10 9 -10 -11 -12 12 13 -15 -16 -17 18 -19 -20 22 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0022191306005849157 -0.0029853107742507669 0.00057696625274891375 0.00055157258188582756 -0.00020612387542458355 -0.0018864590034622078 0.0021281191461161942 0.00058164943736697006 -0.0005504836671629186 0.0004879490135274758 0.0013365246672962941 0.0053343680084355681 0.000247192041069851 -0.00017506784044967142 0.00030546260054879721 0.0023782761686406573 0.0028245986512729976 0.0016347447581358959 -0.004694462360943479 -0.00056248650299224102 -0.00016053850909219242 -0.0056100118115588729 -0.00042841458528882252 -0.0010199363531943561 -0.002432847475207335 0.00036516163308675719 0.0054302016684816996 -0.0019548654175241937 0.0028807526874372325 -0.0018097849110050718 -0.0016039079280480699
leaf_weight=2674 3505 1885 37573 139031 4248 9931 5014 45197 14152 5391 892 683336 3385 25402 14910 1849 3513 1812 158196 28481 409 24769 67990 2567 11361 1027 20957 3683 2088 1047
leaf_count=2674 3505 1885 37573 139031 4248 9931 5014 45197 14152 5391 892 683336 3385 25402 14910 1849 3513 1812 158196 28481 409 24769 67990 2567 11361 1027 20957 3683 2088 1047
internal_value=-5.56238e-06 -0.000357724 -0.000171524 4.20402e-05 0.000604866 0.000825749 -0.000517336 0.000240849 -0.000606492 -0.000349391 0.00129947 0.000281768 0.000290966 0.00097551 0.00190585 -0.000166347 -0.000677033 -0.00113057 -0.000514753 -0.000612031 0.000485223 -0.00101535 -0.000766218 0.000271252 -0.000150525 0.0022886 -0.00148012 -0.000516315 0.000752947 0.00188408
internal_weight=1.32628e+06 545980 312258 193041 52161 47913 119217 780295 233722 50588 5906 729707 727033 43697 18295 140880 219570 57861 161709 113311 37982 56049 96471 16840 13928 2912 31280 10323 6818 4730
internal_count=1326275 545980 312258 193041 52161 47913 119217 780295 233722 50588 5906 729707 727033 43697 18295 140880 219570 57861 161709 113311 37982 56049 96471 16840 13928 2912 31280 10323 6818 4730
cat_boundaries=0 1
cat_threshold=2612
is_linear=0
shrinkage=0.05


Tree=83
num_leaves=31
num_cat=3
split_feature=96 28 110 135 31 7 136 60 136 37 57 53 64 0 136 91 95 57 73 53 84 11 75 55 34 113 101 59 116 85
split_gain=42.7851 10.2089 8.66851 8.50127 8.76506 9.58527 9.8726 7.73185 5.96888 6.48722 5.86649 11.5961 9.95978 9.51255 5.79137 5.67369 6.83347 5.64416 7.7283 5.7499 8.60113 6.97201 6.72294 6.68594 5.43809 5.21352 5.29305 5.05281 4.99963 4.99355
threshold=-0.76782560348510731 1019.7500000000001 -0.88554584980010975 1009.0499877929689 1014.4500122070314 5.4500000476837167 0 0.44607806205749517 1 9.2500000000000018 260.69264221191412 1.3949999809265139 9.3850002288818377 345.50000000000006 2 0.092705618590116515 0.60181507468223583 110.15402221679689 0.52328327298164379 1.0549999475479128 0.86492884159088146 0.35000000894069677 0.50939357280731212 2.9850000143051152 19.349999427795414 0.23343648016452792 0.18290552496910098 154.90260314941409 0.95878320932388317 0.88167977333068859
decision_type=2 2 2 2 2 2 1 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 24 4 5 6 -1 8 -3 -10 15 13 -13 28 -7 -4 -17 18 -6 20 21 22 -19 -21 -2 26 -25 -11 -12 -30
right_child=2 7 10 -5 17 14 -8 -9 9 27 11 12 -14 -15 -16 16 -18 19 -20 23 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00035761919747610214 -0.0023004821528396571 -0.00029982769708087752 0.00026152610513179687 -0.0010759155081645918 -0.00075502929763109896 0.00020940157395116926 0.00084622280577920897 -0.00055778833026735256 0.0069401151047350151 -0.0057821096996480432 0.00036596926210199544 -0.0013761676102633782 -3.9772846198110943e-05 0.0046682244300100765 -0.00068095924101415001 0.0018594949196508793 -0.0025711798708592448 0.018786578537681356 -0.0044739787637147433 -0.00094328529228530217 -0.00070753509219388406 0.00098591906275829425 0.0036230781995390858 -0.00072257677641591415 0.005933288013939525 0.0029272975003190732 -6.1482217284985881e-05 -0.0019257460964640365 0.0081025448553094775 -6.9118137092762677e-05
leaf_weight=24347 4449 7009 716195 28402 5058 31857 56646 89615 200 893 9559 19668 47887 1745 42787 9308 960 104 1930 47853 10720 14278 246 45880 210 1274 89032 17401 433 329
leaf_count=24347 4449 7009 716195 28402 5058 31857 56646 89615 200 893 9559 19668 47887 1745 42787 9308 960 104 1930 47853 10720 14278 246 45880 210 1274 89032 17401 433 329
internal_value=-5.28495e-06 -0.000361419 0.000221172 -0.000242117 -0.000178459 0.000107706 0.000484401 -0.000776386 -0.00154452 -0.00201499 0.000233602 -0.000173837 -0.000428852 0.00125394 -0.000301029 0.000278257 0.00144525 -0.000384295 -0.00178216 -0.000337643 0.000368363 0.00115682 0.0081288 -0.000434883 -0.00192935 -0.00025624 -0.000286303 -0.00211399 0.000676675 0.00457436
internal_weight=1.32628e+06 515532 810743 400414 372012 155637 80993 115118 25503 18494 806084 79621 67555 12066 74644 726463 10268 216375 6988 209387 25348 14628 350 184039 4659 136186 134912 18294 10321 762
internal_count=1326275 515532 810743 400414 372012 155637 80993 115118 25503 18494 806084 79621 67555 12066 74644 726463 10268 216375 6988 209387 25348 14628 350 184039 4659 136186 134912 18294 10321 762
cat_boundaries=0 1 2 3
cat_threshold=6288 144 2311
is_linear=0
shrinkage=0.05


Tree=84
num_leaves=31
num_cat=2
split_feature=99 36 25 17 136 60 110 52 55 73 110 16 26 135 3 62 107 17 43 136 80 28 112 28 59 28 15 18 95 36
split_gain=38.9081 8.13997 9.62679 10.1311 10.799 9.32966 8.30359 11.9383 9.95002 8.70018 6.88305 6.75051 6.38443 6.15284 6.13657 6.48369 6.47063 5.98126 5.82574 7.45338 6.94246 8.94631 5.46705 5.69887 5.31885 5.1934 5.13123 5.05601 5.03612 6.70598
threshold=-0.75426101684570301 14.250000000000002 199.50000000000003 13.344999790191652 0 0.45983526110649114 1.0000000180025095e-35 0.35500000417232519 2.0349999666213994 0.53455504775047313 -0.82278710603713978 3.7749999761581425 284.50000000000006 1014.7500000000001 226.50000000000003 0.32366800308227545 -0.87767854332923878 14.039999961853029 9.0500001907348651 1 287.52188110351568 1014.2500000000001 -0.98897820711135853 1009.9500122070314 217.5224533081055 1014.3500061035157 0.60500001907348644 8.0099999904632586 -0.69378098845481861 18.750000000000004
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 12 11 4 6 -5 7 9 -8 14 -2 -3 27 28 15 22 25 -13 19 26 21 -20 23 -4 -9 -16 -6 -1 29 -12
right_child=10 2 3 5 18 -7 8 24 -10 -11 13 17 -14 -15 16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018608202532808954 -0.0015970399072904968 0.027112338796257976 0.024729149980204448 -0.0018903613315246666 -0.008067819378062514 -0.00037086043447650922 -0.0019820287999301705 -0.005174392225214609 -0.00026692081001104486 0.00047783651187045356 0.00045330814510660932 -0.00018231647542232254 -0.00032536774886342078 -0.0017695139992884709 0.00080083892228929453 0.0012349444504361601 0.027438636926504285 0.0019002224295128359 0.00048316461160775068 0.00047153352980961968 0.0020787165491526851 -0.0023493070654508224 0.01650785792240278 0.0030008719511091984 -0.00053405474711586641 0.0057364270557389747 0.002454239998360393 -0.00068287807442169595 0.00020375900210658129 0.0019603586734384913
leaf_weight=9944 5204 25 35 13568 118 39544 13440 677 22805 4913 42254 5563 216941 3839 1683 250 26 9068 5349 53360 2202 5822 241 219 7030 780 6410 108565 737456 8944
leaf_count=9944 5204 25 35 13568 118 39544 13440 677 22805 4913 42254 5563 216941 3839 1683 250 26 9068 5349 53360 2202 5822 241 219 7030 780 6410 108565 737456 8944
internal_value=-5.0208e-06 -0.000337709 -7.91153e-05 -0.000180276 6.49294e-05 -0.000759032 -0.000485329 0.000469005 -0.0009029 0.0018035 0.000215429 0.00115276 -0.000486589 0.00022733 0.0038174 0.00779844 0.00262581 0.0011084 0.000456245 0.000667002 -0.000487242 -0.000993037 0.0111133 0.00599493 -0.000941672 0.00236388 0.00226058 -0.000781718 0.000237051 0.000716581
internal_weight=1.32628e+06 528578 193128 178472 125360 53112 52099 15854 36245 8147 797697 14656 335450 792493 3234 745 2489 14631 73261 59888 13373 11171 495 254 7707 2463 6528 118509 788654 51198
internal_count=1326275 528578 193128 178472 125360 53112 52099 15854 36245 8147 797697 14656 335450 792493 3234 745 2489 14631 73261 59888 13373 11171 495 254 7707 2463 6528 118509 788654 51198
cat_boundaries=0 1 2
cat_threshold=7360 48
is_linear=0
shrinkage=0.05


Tree=85
num_leaves=31
num_cat=2
split_feature=75 15 35 70 112 66 28 40 28 31 6 53 20 61 93 136 57 53 84 88 128 53 117 15 136 3 106 14 85 79
split_gain=33.9326 9.42862 10.1008 10.4084 9.11932 8.92273 7.85225 6.76137 6.55465 11.3672 6.50227 7.86083 6.09416 5.22159 5.11662 4.78748 4.92439 5.04735 6.98285 4.67916 4.58992 5.72945 4.52317 4.30529 6.06343 4.25213 4.51702 4.2063 3.99728 4.70612
threshold=0.50147756934165966 0.70499998331069957 11.650000095367433 312.54783630371099 0.078456107527017607 8.8949999809265154 1010.4500122070314 9.8499999046325701 1009.1499938964845 1014.3500061035157 3.6499999761581425 0.10500000044703485 9.5250000953674334 0.26165467500686651 -0.18954125046730039 0 110.15402221679689 1.0149999856948855 0.79363888502120983 -0.29705227911472315 37.500000000000007 0.034999999217689044 -0.043617725372314446 1.4049999713897707 1 136.50000000000003 -0.25400549173355097 1.435000002384186 0.91452026367187511 3.0349999666213994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=20 19 5 4 8 -3 -6 13 -4 10 11 27 -8 -5 23 22 -17 18 -18 -2 28 -22 -11 24 -13 -9 -27 -10 29 -1
right_child=1 2 3 7 6 -7 12 25 9 15 -12 14 -14 -15 -16 16 17 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00019598098175900903 -0.001502937412942319 -0.0010707368449932762 -0.0008973896400400269 0.0017963441673583354 -0.0020803782943497233 -0.0003132495669070205 0.0019299591867899481 -0.0022154489636233713 0.0059197301174111969 -0.00094028093197773353 -8.9191716883478057e-05 0.0015561194375540428 0.0093384346868906638 0.00022250558909153747 -0.00019309496435599327 -0.00264223524662624 0.0034502858924296874 -0.0006239057360785885 -4.9152552663757552e-05 -0.0048390891997325877 -0.018466116719897473 -0.001540806765233965 0.00010616299377420086 0.0016399647953028998 -0.00068310109656595736 0.0047755812845105133 -0.0061015615819510777 0.00044327642071031965 -0.0020262328927626709 0.00062552284480704441
leaf_weight=676730 5284 61466 36718 5958 1240 105783 5623 303 1094 12462 56667 5541 292 45648 13361 2826 1704 120618 8723 1312 51 2553 60260 13230 6631 1736 101 516 1957 70400
leaf_count=676730 5284 61466 36718 5958 1240 105783 5623 303 1094 12462 56667 5541 292 45648 13361 2826 1704 120618 8723 1312 51 2553 60260 13230 6631 1736 101 516 1957 70400
internal_value=2.08832e-06 -0.000286998 -0.000265191 -0.000129123 -0.000229271 -0.000591635 0.00153729 0.000518409 -0.000266409 -0.000190105 0.000256276 0.00074117 0.00229569 0.000404208 0.000598982 -0.000399777 -0.000577159 -0.00053267 0.000522732 -0.00216653 0.00022326 -0.00187229 -7.31507e-05 0.0010156 0.000336966 0.00327237 0.00417755 0.00416454 0.000230544 0.000236456
internal_weight=1.32679e+06 575097 568501 401252 347506 167249 7155 53746 340351 303633 97040 40373 5915 51606 38763 206593 133871 131045 10427 6596 751691 2604 72722 25402 12172 2140 1837 1610 749087 747130
internal_count=1326788 575097 568501 401252 347506 167249 7155 53746 340351 303633 97040 40373 5915 51606 38763 206593 133871 131045 10427 6596 751691 2604 72722 25402 12172 2140 1837 1610 749087 747130
cat_boundaries=0 1 2
cat_threshold=912 4208
is_linear=0
shrinkage=0.05


Tree=86
num_leaves=31
num_cat=4
split_feature=52 24 16 80 116 136 92 16 22 43 36 31 4 123 115 136 32 91 8 134 60 136 37 116 15 136 33 53 110 111
split_gain=32.8659 16.3479 15.5817 14.2874 13.6879 13.0737 11.8907 15.188 13.5221 11.2309 10.6937 10.5518 11.7199 8.67008 8.51061 7.7252 12.2657 8.20477 7.53644 7.44589 7.28381 7.2016 7.06798 6.9298 6.88524 6.57906 6.54057 6.1523 6.27491 6.62612
threshold=0.51499998569488536 196.50000000000003 13.344999790191652 332.26605224609381 0.28400452435016638 0 -0.068167630583047853 13.344999790191652 7.9649999141693124 11.449999809265138 17.050000190734867 1020.1499938964845 9.1500000953674334 -0.35019405186176294 0.21643137186765674 1 15.449999809265138 0.068035371601581587 7.7500000000000009 1017.6499938964845 0.43973810970783239 2 9.1500000953674334 0.62249094247818004 1.5649999976158144 3 19.44999980926514 10.335000038146974 -0.88554584980010975 -0.074326802045106874
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 1 2 2 2 2
left_child=3 2 26 27 10 -6 7 8 9 11 20 12 15 -12 23 16 -7 19 -8 24 -3 -20 -13 -4 -17 -15 -2 28 -1 -30
right_child=1 4 14 -5 5 6 18 -9 -10 -11 13 22 -14 25 -16 17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0049226222611593751 -0.001106904306806582 -0.00132975423847636 0.001186601868183918 0.0037198613807041649 -0.00082716117596620415 -0.0020930931854037447 -0.00055788445573785243 -0.0033415261263833335 0.0021090812062262796 0.0034176543324679932 -0.00039527197042750007 0.0093756544421173486 -0.00093017212433995429 0.0023971750246061293 0.0042484223165894204 -8.3703461839858967e-05 0.012022852045556648 0.0021436037428648543 0.0016206816193297374 -0.0043818898508046151 -0.00060525395990995701 -6.3605540456210708e-05 -0.0019354180586918278 -0.004802297832343985 0.00090507890041522624 -0.00028541298311899927 0.0038673917760074527 -0.0018307441593995626 0.0013814001493937349 0.0002192170031867879
leaf_weight=589 11269 47141 26470 2937 60047 4030 104773 2724 10970 2767 18305 141 15937 6384 2296 28145 160 8262 6840 778 131360 86344 6740 492 47017 3561 702 3620 12492 673495
leaf_count=589 11269 47141 26470 2937 60047 4030 104773 2724 10970 2767 18305 141 15937 6384 2296 28145 160 8262 6840 778 131360 86344 6740 492 47017 3561 702 3620 12492 673495
internal_value=1.98424e-06 -0.000258285 0.000704412 0.00023992 -0.000325283 -0.000149314 -2.42908e-05 0.000351937 0.000432459 0.000271088 -0.000653536 0.000192799 0.000317878 0.000250367 0.00132617 0.000542901 -0.00155036 0.000647171 -0.000266938 0.00048445 -0.00079659 6.01936e-05 -0.00170364 0.00107732 0.000534822 0.00143875 -0.000815203 0.000225112 0.000235951 0.000240381
internal_weight=1.32679e+06 633655 41229 693133 592426 385675 325628 127671 124947 113977 206751 111210 104329 28250 29258 88392 4190 84202 197957 75940 178501 93184 6881 26962 75162 9945 11971 690196 686576 685987
internal_count=1326788 633655 41229 693133 592426 385675 325628 127671 124947 113977 206751 111210 104329 28250 29258 88392 4190 84202 197957 75940 178501 93184 6881 26962 75162 9945 11971 690196 686576 685987
cat_boundaries=0 1 2 3 4
cat_threshold=6304 16 16 352
is_linear=0
shrinkage=0.05


Tree=87
num_leaves=31
num_cat=2
split_feature=52 24 16 82 16 60 136 32 24 65 31 28 115 52 22 19 63 59 116 66 33 55 85 56 86 129 67 75 136 62
split_gain=29.6612 14.7539 14.0625 13.3463 12.4178 16.1965 13.3494 13.0186 12.0123 8.799 8.46029 9.84145 7.68083 6.95142 7.89911 6.84966 6.78226 7.86302 6.34398 6.07104 5.90286 5.52986 5.48094 7.91431 8.35703 6.04732 6.93812 7.67775 5.91787 5.68825
threshold=0.51499998569488536 196.50000000000003 13.344999790191652 335.12333679199224 13.344999790191652 0.45983526110649114 0 12.449999809265138 243.50000000000003 7.7650001049041757 1017.9500122070314 1008.1499938964845 0.21643137186765674 16.275000572204593 8.3249998092651385 6.4600000381469735 0.35745686292648321 184.81362915039065 0.1650413200259209 22.064999580383304 19.44999980926514 12.215000152587892 0.91452026367187511 199.33435821533206 0.88092368841171276 153.50000000000003 1.3149999976158144 0.80633327364921581 1 0.33644218742847448
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=3 2 20 21 6 8 15 9 -6 -8 11 -9 18 14 16 -3 -13 -18 -4 -19 -2 22 23 29 25 26 -25 28 -28 -1
right_child=1 4 12 -5 5 -7 7 10 -10 -11 -12 13 -14 -15 -16 -17 17 19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00021986992647034755 -0.0010515590926583553 -0.0018937232855628372 0.0011484834695089819 0.0039087332996677873 -0.0006080640474659324 -0.00041890534354127156 -0.001169445304972889 -0.000552658847787879 -0.002442296522509841 -8.1547216256089869e-05 -0.00034257550812914306 0.0012531320722429737 0.0040360012000048035 -0.00065609810839750845 0.0024580834197723629 -0.0004302764465626027 0.0019269234934260289 -9.3800431568880814e-05 -0.0036812032687716873 0.0016065507260216742 0.0036740221850373525 -0.0017915997719209443 -0.0014299243173219887 0.00068662011143392522 -0.00014186927439942371 -0.0036792401770170489 0.0055067600172166772 0.00031514325059375569 0.0025121550062192233 -0.00096854325422610912
leaf_weight=643501 11269 8432 26264 2454 16476 148304 26443 17424 19479 62557 34167 35994 2296 8317 7080 154516 6995 40204 698 6038 702 3417 4968 7825 9692 515 2399 2635 5498 10229
leaf_count=643501 11269 8432 26264 2454 16476 148304 26443 17424 19479 62557 34167 35994 2296 8317 7080 154516 6995 40204 698 6038 702 3417 4968 7825 9692 515 2399 2635 5498 10229
internal_value=1.8861e-06 -0.000245369 0.000669191 0.000227924 -0.000309016 -0.000649723 -0.000155211 7.78881e-05 -0.00160178 -0.000404775 0.000352873 0.000547555 0.00125986 0.000730777 0.000850541 -0.000505974 0.000722992 0.000364559 0.00102345 0.000128221 -0.000774443 0.000214846 0.000224822 0.000236871 0.00105154 0.00166443 0.00181435 0.00265222 0.00343203 0.000201275
internal_weight=1.32679e+06 633655 41229 693133 592426 184259 408167 245219 35955 89000 156219 122052 29258 104628 96311 162948 89231 53237 26962 46242 11971 690679 687262 682294 28564 18872 18357 10532 7897 653730
internal_count=1326788 633655 41229 693133 592426 184259 408167 245219 35955 89000 156219 122052 29258 104628 96311 162948 89231 53237 26962 46242 11971 690679 687262 682294 28564 18872 18357 10532 7897 653730
cat_boundaries=0 1 2
cat_threshold=7364 2064
is_linear=0
shrinkage=0.05


Tree=88
num_leaves=31
num_cat=2
split_feature=52 112 82 136 15 32 65 16 24 55 28 12 132 123 79 16 116 9 83 24 32 60 62 59 136 16 16 53 110 111
split_gain=26.7699 13.3561 12.045 9.59004 9.36257 9.87582 10.9341 9.7658 9.11087 9.04809 8.19713 8.36319 8.74996 7.53191 8.63675 7.48169 7.42115 7.38254 7.18123 7.00866 6.86898 6.53598 6.33301 6.06813 5.94074 5.84993 5.09883 5.03248 5.74867 5.83272
threshold=0.51499998569488536 -0.026175950653851029 335.12333679199224 0 0.70499998331069957 12.449999809265138 7.2149999141693124 12.50999975204468 206.50000000000003 0.91500002145767223 1017.9500122070314 2.3149999380111699 1018.3500061035157 0.14780378341674807 17.154999732971195 13.344999790191652 0.13052122294902804 5.6499998569488534 288.00526428222662 278.50000000000006 17.349999427795414 0.53716894984245311 0.34717786312103277 173.72056579589847 1 7.4149999618530282 5.7200000286102304 9.3249998092651385 -0.88554584980010975 -0.018105200491845604
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=2 3 27 9 20 6 -6 10 -9 18 11 12 13 14 17 -3 23 -7 22 -13 26 -10 -2 -17 -15 -16 -5 28 -1 -30
right_child=1 15 -4 4 5 7 -8 8 21 -11 -12 19 -14 24 25 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0047529435166797467 -0.0046593281077780537 -0.00028454984311217457 0.0037132966121025111 0.0037258024331990672 -0.0011461777004574375 0.00082786930971892559 -0.00016896609303317288 0.00068751062963281649 -0.0010562927490066229 -0.00044504623733725228 -0.00043237949724010146 -0.0026807674201937996 -0.0033913092893964507 0.0032493086612392233 0.00023789201777367952 0.0042892286177147864 -0.0030024309303071268 -0.00018505237673315585 -0.00074105711411090968 -1.6195816990377223e-05 0.00085750367856002926 -0.00019595793202006897 -0.0017645042185761484 0.0014608961749526274 0.00098959587471454018 0.0023424190573375831 -0.0036708449226995283 -0.0015985636658985064 0.0011824422510182432 0.00019638520485798025
leaf_weight=582 2606 7544 2454 248 41106 39049 94275 19906 33234 169958 30199 2724 1292 4954 4846 2290 803 33353 12677 26245 1378 65751 6870 11034 7099 10364 3850 3850 15340 670907
leaf_count=582 2606 7544 2454 248 41106 39049 94275 19906 33234 169958 30199 2724 1292 4954 4846 2290 803 33353 12677 26245 1378 65751 6870 11034 7099 10364 3850 3850 15340 670907
internal_value=1.79482e-06 -0.0002331 0.000216534 -0.000276297 -0.000142401 -0.000115263 -0.000465679 5.47622e-05 -0.00028853 -0.000568901 0.000309653 0.000482125 0.000697011 0.000750009 0.00058879 0.000986769 0.00166567 0.000361253 -0.00151938 -0.00026675 -0.00219633 -0.000484813 -0.00256061 0.001947 0.0019219 0.0016719 -0.00322322 0.00020411 0.000214214 0.000218427
internal_weight=1.32679e+06 633655 693133 611984 419873 414397 135381 279016 118891 192111 160125 129926 100957 99665 87612 21671 14127 72402 22153 28969 5476 98985 9476 13324 12053 15210 4098 690679 686829 686247
internal_count=1326788 633655 693133 611984 419873 414397 135381 279016 118891 192111 160125 129926 100957 99665 87612 21671 14127 72402 22153 28969 5476 98985 9476 13324 12053 15210 4098 690679 686829 686247
cat_boundaries=0 1 2
cat_threshold=6340 288
is_linear=0
shrinkage=0.05


Tree=89
num_leaves=31
num_cat=3
split_feature=52 25 117 17 80 35 136 2 66 115 37 60 38 59 34 37 29 123 15 55 86 64 72 9 73 125 136 136 86 39
split_gain=24.1594 12.5077 13.3781 12.8002 11.2329 9.19745 9.37326 8.6023 8.5183 7.81236 7.69947 7.71471 6.05453 5.76139 5.51963 5.46881 5.4513 5.35122 5.09938 5.07521 4.99499 6.14871 9.36002 8.01072 7.75314 7.41179 6.44156 5.63487 5.9688 5.53461
threshold=0.51499998569488536 195.50000000000003 0.2503704726696015 13.344999790191652 332.26605224609381 11.650000095367433 0 103.50000000000001 9.1649999618530291 0.21643137186765674 19.650000572204593 0.45983526110649114 19.150000572204593 66.898452758789077 19.44999980926514 11.750000000000002 1.0000000180025095e-35 -0.52247866988182057 0.6850000023841859 0.46500000357627874 0.92709091305732738 1.0049999952316286 0.66630166769027721 10.34999990463257 0.56974253058433544 0.94260558485984813 1 2 0.73495417833328258 12.550000190734865
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2
left_child=4 3 10 14 20 8 7 -7 15 18 11 19 16 -8 -2 -4 -9 -12 -5 -3 21 24 23 27 -1 -24 -26 28 29 -23
right_child=1 2 5 9 -6 6 13 12 -10 -11 17 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 25 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00019637447064513227 -0.0010258536781063575 -0.0031882656455928041 -0.0014895783098071366 -0.0028370810584269126 0.0032913214337448463 -0.00025612233321135284 -0.0026053080221875055 0.013903168865854477 -0.00016534215797102221 0.0040274145624453915 -0.00013167761606289129 -0.00045218051175740354 -0.0066681657049347384 -0.00020776255076473184 0.0035844186506785816 -0.00032835364860261582 0.00059421827141237129 0.0026908374329169048 0.0010989216995959147 -0.0010344727269157993 -0.0024364321619803329 -0.0064557499097039305 -0.00018516043297911255 -6.0633617234723023e-05 0.0015090279213706666 0.0032039134666194966 -0.0013956296167697501 0.001836594939752807 0.0040046116695130187 0.013631638723571496
leaf_weight=648577 10987 2866 26504 851 2937 44045 2553 77 76521 2272 4147 123593 287 135326 690 16421 98849 2822 24921 59923 1802 39 13676 2748 2241 1829 12637 3729 2634 284
leaf_count=648577 10987 2866 26504 851 2937 44045 2553 77 76521 2272 4147 123593 287 135326 690 16421 98849 2822 24921 59923 1802 39 13676 2748 2241 1829 12637 3729 2634 284
internal_value=1.70667e-06 -0.000221442 -0.00027889 0.000637556 0.000205707 -0.000114027 4.21386e-05 0.000325361 -0.000481589 0.00121674 -0.000620453 -0.000681464 0.000583539 -0.000252138 -0.00075343 -0.00104535 0.000604577 0.00101126 0.000968954 -0.00113278 0.000192577 0.000199459 0.000970202 0.00221202 0.000170487 0.000214621 -0.000958039 0.00314609 0.00477511 0.0112062
internal_weight=1.32679e+06 633655 593934 39721 693133 400583 281137 143258 119446 28044 193351 186382 99213 137879 11677 42925 98926 6969 25772 62789 690196 688394 24939 9434 663455 15505 14878 6686 2957 323
internal_count=1326788 633655 593934 39721 693133 400583 281137 143258 119446 28044 193351 186382 99213 137879 11677 42925 98926 6969 25772 62789 690196 688394 24939 9434 663455 15505 14878 6686 2957 323
cat_boundaries=0 1 2 3
cat_threshold=914 528 6720
is_linear=0
shrinkage=0.05


Tree=90
num_leaves=31
num_cat=2
split_feature=96 52 84 18 136 30 60 64 16 116 60 12 136 110 15 39 57 59 75 33 101 132 118 73 23 52 25 31 55 92
split_gain=21.2402 7.42168 10.0484 8.421 8.13815 7.59846 7.29547 7.21047 6.91537 12.9216 11.1461 6.78661 8.68655 6.66542 6.3115 6.21326 6.04637 6.0242 5.99942 5.60449 5.46749 6.03036 5.36354 7.08898 5.15059 9.81859 5.10649 4.98016 5.22917 7.66274
threshold=-0.77849799394607533 0.23499999940395358 0.85227793455123912 7.4149999618530282 0 1020.9500122070314 0.45725698769092565 1.325000047683716 13.344999790191652 -0.81408452987670887 0.44607806205749517 2.435000061988831 1 -0.60049152374267567 0.74500000476837169 21.44999980926514 238.94032287597659 134.084831237793 0.75821539759635936 11.550000190734865 -0.081273842602968202 1016.2500000000001 -0.043617725372314446 0.57300671935081493 5.8250000476837167 0.59499999880790722 203.50000000000003 1019.7500000000001 2.9850000143051152 0.13240282982587817
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 8 -7 19 11 -10 -11 12 20 15 -4 -2 -12 -14 24 -6 -5 27 23 26 -19 -26 -16 28 -22 -30
right_child=13 3 14 5 7 6 -8 -9 9 10 16 -13 17 -15 22 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0024453594567653541 -0.00168271132724813 -0.0027949701148304515 -0.0025460903189747346 -0.00058378821090779645 -0.0014908007059185775 -0.0016308195190090987 -0.00042715373081441267 -0.0011575518485287977 0.00056915107635127453 -0.0019396135763169139 -0.0017997620019265187 -0.00047073225367962463 -0.0027413959587449075 0.00017563988014760251 -0.014316629727973658 0.0051469608162962172 -0.00032954745236348149 -0.00060174544471003517 -0.0007049960638862555 0.00092861744851005382 0.00030742352478502232 -0.0013712721595111074 -0.0002954468829157449 0.00032152462669322683 0.0039446826286401839 0.00034875402538046195 0.0053023800414519527 -0.00055684635910540215 0.0014925852232384115 0.00013475272447245674
leaf_weight=5813 6861 5232 2111 11171 3236 15720 63199 26870 26295 14859 7665 51194 2335 814913 34 350 79785 12716 29332 9195 35543 3790 8234 2368 2048 25972 1354 7680 35855 14630
leaf_count=5813 6861 5232 2111 11171 3236 15720 63199 26870 26295 14859 7665 51194 2335 814913 34 350 79785 12716 29332 9195 35543 3790 8234 2368 2048 25972 1354 7680 35855 14630
internal_value=5.54839e-06 -0.000249939 0.000696063 -0.000288836 -0.000944025 -0.000222492 -0.000666914 -0.000696726 -0.000125301 -0.00041945 -0.000673536 3.75673e-05 0.000181278 0.000162248 -2.50676e-05 -0.00135122 -0.000458412 -0.000242986 -0.000159762 0.000298802 0.000463932 0.000584024 0.000418792 0.00198457 0.000232835 0.000611583 0.0048218 0.000663105 0.000772014 0.0010991
internal_weight=1.32636e+06 504236 19914 484322 44533 439789 78919 39301 360870 128604 102309 232266 181072 822124 14101 7211 87450 72403 70068 12431 108669 97498 11990 3756 40736 28020 1388 93708 86028 50485
internal_count=1326360 504236 19914 484322 44533 439789 78919 39301 360870 128604 102309 232266 181072 822124 14101 7211 87450 72403 70068 12431 108669 97498 11990 3756 40736 28020 1388 93708 86028 50485
cat_boundaries=0 1 2
cat_threshold=6144 839
is_linear=0
shrinkage=0.05


Tree=91
num_leaves=31
num_cat=2
split_feature=63 91 136 111 15 16 37 7 65 52 23 75 43 91 52 112 97 136 31 100 134 75 68 58 24 16 24 61 23 72
split_gain=19.4437 13.0814 9.04505 11.5425 8.10162 6.8038 6.80333 7.11786 6.7239 9.72314 11.358 8.07411 6.11854 6.0611 9.00533 9.09326 6.40941 7.60231 5.79368 5.76295 5.72694 5.98106 5.41383 5.37574 5.18169 8.9237 8.5731 7.6217 5.65709 8.67133
threshold=0.29281380772590643 0.092705618590116515 0 0.20966847240924838 0.60500001907348644 4.0850000381469735 19.94999980926514 3.9500000476837163 10.84500026702881 9.5450000762939471 7.1649999618530282 0.72198352217674266 3.6499999761581425 -0.40640696883201594 0.35500000417232519 0.44618082046508795 -0.88762077689170826 1 1020.1499938964845 -0.25820001959800715 1017.3500061035157 0.65414899587631237 266.31614685058599 74.078388214111342 184.50000000000003 13.344999790191652 215.50000000000003 0.41110199689865118 5.7650001049041757 0.46255865693092352
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 4 12 5 -2 -4 8 -8 11 10 19 24 -3 14 15 18 17 20 -1 -10 21 -15 -12 -19 -6 28 -27 -28 29 -26
right_child=1 2 3 -5 6 -7 7 -9 9 -11 22 -13 -14 16 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.001944279934549513 -0.0025390974791161037 0.003586123680548003 0.021614009141921998 0.00086085661853819984 0.00077594858309500733 -0.0036635085453579409 0.0021507624763364903 -0.00054781835238059383 -0.0028317514886059898 -0.00030244042073735745 -0.00061325569254112476 -0.0007218895864696739 0.00048283212601717384 0.00076305568269016959 0.00047884003592111755 0.025281296141276305 0.00016925211006478159 -0.0070813798025265154 0.0075958436892744913 -8.58145376249331e-05 0.014670386329731522 -0.0024254961183490169 0.0010921490418653876 -0.0015644783934976687 0.000581267109009903 0.00015777214415579465 -0.0021733147662463511 -0.00072312415170155346 0.00031965155548163753 -0.00079415002214714391
leaf_weight=4971 3832 4523 27 12132 12555 1896 6003 4121 1994 157022 5249 124558 2448 7129 37767 44 659784 467 499 45765 68 1853 41026 8105 16393 19143 12193 35264 61454 38075
leaf_count=4971 3832 4523 27 12132 12555 1896 6003 4121 1994 157022 5249 124558 2448 7129 37767 44 659784 467 499 45765 68 1853 41026 8105 16393 19143 12193 35264 61454 38075
internal_value=5.26991e-06 -0.000203555 0.00102176 0.000290187 -0.000247622 -0.0033086 -0.000232504 0.0010523 -0.000255296 -6.1644e-05 0.000340448 -0.000407399 0.00249277 0.000180769 0.00075442 0.00264195 0.000144117 -0.000796966 0.00245984 -0.000200461 0.000214455 0.000105253 0.000898704 -0.00186286 -0.000206595 -0.00027418 -0.000735424 -0.00109572 -9.18448e-06 -0.000380197
internal_weight=1.32636e+06 605673 21026 14055 584647 1923 580815 10124 570691 251056 94034 319635 6971 720687 43281 5514 677406 17622 5470 47759 9050 8982 46275 8572 195077 182522 66600 47457 115922 54468
internal_count=1326360 605673 21026 14055 584647 1923 580815 10124 570691 251056 94034 319635 6971 720687 43281 5514 677406 17622 5470 47759 9050 8982 46275 8572 195077 182522 66600 47457 115922 54468
cat_boundaries=0 1 2
cat_threshold=548 2836
is_linear=0
shrinkage=0.05


Tree=92
num_leaves=31
num_cat=3
split_feature=75 22 68 56 13 8 85 22 43 136 68 136 12 79 103 111 20 54 79 25 101 118 33 7 16 13 7 54 79 136
split_gain=17.6087 8.83144 7.89836 7.67815 9.98066 9.235 6.71825 6.66158 6.79453 6.59005 6.14803 5.86822 6.41557 6.25153 4.70987 4.76612 6.21479 6.58614 5.73712 10.2871 7.67867 10.0763 6.90619 6.59036 5.68616 6.0896 5.50154 5.46448 4.93282 5.96004
threshold=0.58019527792930614 6.0050001144409189 278.69123840332037 265.45272827148443 1.3149999976158144 7.8500001430511483 0.91452026367187511 7.805000066757203 11.449999809265138 0 328.59951782226568 1 2.5849999189376835 16.814999580383304 -0.99335807561874379 -0.52719905972480763 4.3350000381469735 0.10500000044703485 5.055000066757203 186.50000000000003 0.025066360831260685 -0.8338540494441985 12.34999990463257 3.4500000476837163 9.5450000762939471 0.6850000023841859 4.9500000476837167 0.38499999046325689 10.335000038146974 2
decision_type=2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=6 10 -3 4 -4 -5 14 8 11 -7 -2 12 13 -6 -1 16 17 -16 20 -20 21 23 27 -17 25 -23 -24 -21 -28 -30
right_child=1 2 3 5 7 9 -8 -9 -10 -11 -12 -13 -14 -15 15 18 -18 -19 19 22 -22 24 26 -25 -26 -27 28 -29 29 -31
leaf_value=0.0019645956584499456 -0.00073942926740962829 -0.00050059689907048458 -0.00074173955993736117 -0.00044322745595594317 0.00045578239478527859 0.00061736884893703306 -0.0020898341218371463 0.0014501657972917166 0.0043640189083319755 -0.0002423110002906776 0.0020407333977306512 -0.0003743432658500185 -0.00096767266938467241 0.0018789329107057079 0.028640515208243674 0.0013897474548337889 -0.0010958953595309102 0.0027790330724891681 0.0029681261121375993 0.0018435406312998235 0.0001637811176514922 0.0033213342849977355 0.0014573487979858836 -0.00063036858142278651 -0.0015057160559208891 -0.00050608331104580321 -0.00035391490316302558 -0.00061498806141456778 0.0028995479015243388 0.00051106434968734851
leaf_weight=3598 87110 107016 17237 128523 27549 47980 3333 17402 1039 41625 2035 22145 5529 10719 35 9167 9508 83 4235 2567 668941 1185 17818 7215 20705 8449 13874 18908 3055 17775
leaf_count=3598 87110 107016 17237 128523 27549 47980 3333 17402 1039 41625 2035 22145 5529 10719 35 9167 9508 83 4235 2567 668941 1185 17818 7215 20705 8449 13874 18908 3055 17775
internal_value=5.00641e-06 -0.000223333 -0.000128784 -4.34273e-06 0.000354629 -0.000171578 0.00015036 0.000578586 0.000352145 0.000218056 -0.000675964 0.000288933 0.000624247 0.000854412 0.000159611 0.000151529 -0.000954363 0.0104498 0.000164938 0.000571472 0.000120498 -0.000499224 0.000434307 0.000500043 -0.00103879 -3.53038e-05 0.000743178 -0.000321109 0.000376504 0.000863005
internal_weight=1.32636e+06 515909 426764 319748 101620 218128 810451 84383 66981 89605 89145 65942 43797 38268 807118 803520 9626 118 793894 78232 715662 46721 73997 16382 30339 9634 52522 21475 34704 20830
internal_count=1326360 515909 426764 319748 101620 218128 810451 84383 66981 89605 89145 65942 43797 38268 807118 803520 9626 118 793894 78232 715662 46721 73997 16382 30339 9634 52522 21475 34704 20830
cat_boundaries=0 1 2 3
cat_threshold=1425 1635 2576
is_linear=0
shrinkage=0.05


Tree=93
num_leaves=31
num_cat=3
split_feature=63 59 63 15 135 31 7 136 136 93 39 60 28 38 112 84 59 53 112 86 84 97 136 135 55 1 113 76 124 53
split_gain=16.1024 11.3361 8.8967 7.00009 6.36206 6.13426 8.34165 8.04095 5.95341 7.67321 6.82248 5.97924 5.8252 9.58399 5.43089 5.1603 6.16826 9.18357 8.95101 6.36205 6.04765 5.41506 8.1605 6.66342 5.18831 5.04674 5.18629 4.89759 4.79857 10.2866
threshold=0.29281380772590643 182.5785827636719 0.36145389080047613 0.56499999761581432 1011.2500000000001 1014.4500122070314 4.9500000476837167 0 1 -0.95128270983695973 12.949999809265138 0.45038852095603948 1021.8500061035157 9.1500000953674334 -0.89490029215812672 0.91607210040092479 194.05097198486331 0.34499999880790716 -0.0087262028828264497 0.68333208560943615 0.79267975687980663 -0.88762077689170826 2 1016.7500000000001 2.8950001001358037 258.50000000000006 -0.36648726463317866 1.0049999952316286 0.93663650751113903 0.95499998331069957
decision_type=2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=15 2 -2 -3 5 6 7 -5 9 -7 -11 12 -10 -14 -4 16 21 18 20 -20 24 22 23 27 -18 -19 -27 -1 -12 -30
right_child=1 3 14 4 -6 8 -8 -9 11 10 28 -13 13 -15 -16 -17 17 25 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0035614766553630061 -0.0004657473780425148 -0.0029437387835386758 -0.000596392277198267 -0.0004895156864414622 -0.00091045112273345551 -0.0021212237165028187 -0.0002693900780270019 0.00068670694083679056 -0.00065524460142447644 -0.00017949210690652357 0.0004580655213124843 -0.000276322584733107 0.015822538651834316 -0.0022560579223239487 0.0015699878585202351 -0.0022375705029353274 0.0062886902747434602 -0.00025334804639638752 0.040729701040046556 0.010696725857057821 0.001467291522231375 0.00015422076346320005 -0.0020440452703025416 0.014750871420661105 -0.0097320502184612568 0.00065164648053865539 0.0029985165360621115 0.000581984818181885 0.0079007983050705319 0.001217176704172457
leaf_weight=795 11123 2381 3387 18776 32127 4035 92871 64177 68455 67880 27057 181123 74 7850 19833 2229 1087 15477 21 110 4505 655910 7041 79 53 23839 2612 6929 677 3847
leaf_count=795 11123 2381 3387 18776 32127 4035 92871 64177 68455 67880 27057 181123 74 7850 19833 2229 1087 15477 21 110 4505 655910 7041 79 53 23839 2612 6929 677 3847
internal_value=4.75738e-06 -0.00018528 0.000697 -0.000238314 -0.000226993 -0.00018609 5.60964e-05 0.000420499 -0.000304047 1.62516e-05 0.000102968 -0.000432766 -0.000803807 -0.00208723 0.00125399 0.000164467 0.000171919 0.000721277 0.00259039 0.0155112 0.00229055 0.000132849 -0.000811509 0.000302895 0.00554387 0.000463787 0.000883397 0.000155515 0.000710085 0.00221736
internal_weight=1.32636e+06 605673 34343 571330 568949 536822 175824 82953 360998 103496 99461 257502 76379 7924 23220 720687 718458 47704 5776 131 5645 670754 14844 7803 1140 41928 26451 7724 31581 4524
internal_count=1326360 605673 34343 571330 568949 536822 175824 82953 360998 103496 99461 257502 76379 7924 23220 720687 718458 47704 5776 131 5645 670754 14844 7803 1140 41928 26451 7724 31581 4524
cat_boundaries=0 1 2 3
cat_threshold=2192 400 2836
is_linear=0
shrinkage=0.05


Tree=94
num_leaves=31
num_cat=2
split_feature=75 28 31 65 53 23 53 29 53 89 79 60 86 22 60 20 136 31 40 123 83 28 31 136 63 125 125 67 87 32
split_gain=14.7396 7.17593 10.9927 7.78953 9.52057 7.10926 8.99457 5.98236 5.43324 5.61972 6.49828 5.35568 5.30224 5.17844 5.1291 7.81331 6.10956 6.40231 4.95617 6.68474 5.17225 5.45155 4.98474 8.6223 4.90041 4.7651 4.64044 4.45895 4.36807 4.26535
threshold=0.53874090313911449 1010.0499877929689 1015.3500061035157 16.275000572204593 4.5750000476837167 5.8849999904632577 13.864999771118166 1017.0499877929689 0.10500000044703485 -0.31087236106395716 5.1749999523162851 0.41489531099796301 0.92709091305732738 8.305000305175783 0.44607806205749517 6.7750000953674325 0 1021.5499877929689 10.150000095367433 -0.67556449770927418 241.1380310058594 1012.2500000000001 1012.5499877929689 1 0.31000852584838873 -0.095842104405164705 0.078456107527017607 0.91500002145767223 0.87552624940872203 2.6999999284744267
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=12 11 5 14 7 8 13 28 9 10 -3 26 -1 18 15 16 25 27 20 -20 -7 -22 23 -23 -24 -4 -2 -18 -5 -27
right_child=1 2 3 4 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 21 22 24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0001477600266932594 -0.0021561379506832494 -0.00032901228429327908 -0.001341564813966592 0.0011146242980971115 -0.00014103298513904521 -0.0012196636598399199 -0.00037962261008522694 0.0020673877324797335 -0.00070444198838744685 -0.00065577800990455773 0.005042962931748933 -0.00043670015794218742 -0.0050657019701158467 0.0016866120946380011 -0.00029868310580080768 -0.0016201035847954411 -0.0037579035181050987 -0.0026829646585804735 -0.00045560587804036029 0.002931624817441178 -0.00020381842908752287 0.0030500686667257765 0.0015568946480470696 0.00056462269109326571 0.00023384395325617434 0.0054197099634767983 -0.00032998978179517513 -0.00051222020681935263 -0.0023446254352895483 0.00045334769673114272
leaf_weight=777347 9791 948 3988 2189 96919 4931 33955 8539 30216 2213 1386 50609 488 9186 118120 21975 1101 4428 2203 4299 24058 5499 8312 9561 44297 445 5396 27209 1565 15187
leaf_count=777347 9791 948 3988 2189 96919 4931 33955 8539 30216 2213 1386 50609 488 9186 118120 21975 1101 4428 2203 4299 24058 5499 8312 9561 44297 445 5396 27209 1565 15187
internal_value=4.51882e-06 -0.000193966 -0.000127199 -0.000312052 2.52282e-05 0.000180777 0.000333499 0.00133604 -0.000461957 0.00114942 0.00286103 -0.000683816 0.000144489 0.00054903 -0.000503449 -0.000828835 -0.000496734 -0.000914701 0.000447732 0.00178397 0.000357846 0.000442649 0.000672484 0.00147456 0.00044288 0.00020105 -0.0015073 -0.000638448 -0.000327498 0.000594726
internal_weight=1.32636e+06 548525 482729 301665 109212 181064 146301 12293 34763 4547 2334 65796 777835 112346 192453 74333 52358 32738 103160 6502 96658 91727 67669 15060 52609 19620 15187 28310 3754 15632
internal_count=1326360 548525 482729 301665 109212 181064 146301 12293 34763 4547 2334 65796 777835 112346 192453 74333 52358 32738 103160 6502 96658 91727 67669 15060 52609 19620 15187 28310 3754 15632
cat_boundaries=0 1 2
cat_threshold=178 610
is_linear=0
shrinkage=0.05


Tree=95
num_leaves=31
num_cat=2
split_feature=72 18 81 29 136 0 52 53 79 32 57 22 56 60 52 73 126 61 136 37 104 55 52 65 52 33 29 87 5 103
split_gain=13.746 12.5242 6.37465 6.33048 6.93221 7.91996 7.71254 6.28051 6.74721 6.9659 6.48929 5.63934 7.64321 8.37388 7.2176 6.53612 6.38931 5.52722 5.76609 11.2178 6.73393 5.519 6.2768 5.86297 5.5178 5.07203 5.03751 4.91121 4.79459 4.95079
threshold=0.49538648128509527 7.4149999618530282 333.64564514160162 1021.6499938964845 0 67.500000000000014 14.164999961853029 5.9849998950958261 4.9249999523162851 12.449999809265138 186.4794616699219 6.305000066757203 193.11430358886722 0.35509052872657781 0.89499998092651378 0.78017529845237743 1.0000000180025095e-35 0.45163221657276159 1 9.1500000953674334 -0.073257714509963975 2.3549998998641972 3.7549999952316289 11.614999771118166 0.11499999836087228 22.849999427795414 1.0000000180025095e-35 0.84785297513008129 3.0499999523162846 -0.51158884167671193
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -3 -7 8 -1 -10 -9 -6 13 24 15 16 -14 18 20 -20 -5 -16 23 -23 27 28 -8 -13 29 -11
right_child=1 3 -4 17 11 6 26 10 9 25 -12 12 14 -15 21 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00013089768241553659 -0.0011399741843219206 -0.00041667584345825927 0.0015411643918301168 -0.00048531276376152349 -0.00046901275179318092 0.0010344887075292531 0.01969961462018548 0.0011865547560692621 -0.00018583916287330502 0.0045327369394407482 -0.0010129263099427721 0.012799582476980348 0.00069323276365601105 0.0014298598708195798 -0.00075462887122793422 0.00017457070179972665 0.0045357264818048837 -0.0003322402108510245 0.015696455362296208 -0.0024551418297355729 0.010613985454131451 3.4511014764648341e-05 -0.00017810717484635977 0.0014409794501177922 -0.0012459759846925769 0.025723595118948391 -0.00015328267223311043 0.0011619525047813039 0.00081066924633167866 0.0015227808002751374
leaf_weight=676765 41212 24253 2343 5715 96074 42593 32 4021 13734 1812 20201 129 2112 16612 33548 6777 2218 61370 86 8291 140 18641 177722 12298 5230 21 21648 305 24829 5552
leaf_count=676765 41212 24253 2343 5715 96074 42593 32 4021 13734 1812 20201 129 2112 16612 33548 6777 2218 61370 86 8291 140 18641 177722 12298 5230 21 21648 305 24829 5552
internal_value=2.39747e-06 -0.000180375 -0.000995745 -0.000114093 -4.44325e-05 0.000353172 0.000643724 0.000144162 0.000170705 0.000757025 -0.000647799 -0.000139143 -2.41518e-05 0.000863796 -0.000102236 0.00114409 0.00266151 -0.000538119 -0.00142589 -0.00226609 -0.00021954 -0.000159389 -6.36874e-05 0.000593571 -0.000796418 0.001159 -0.00012398 0.00462106 0.00114298 0.00226342
internal_weight=1.32628e+06 579349 43555 535794 460192 88526 64273 746935 722713 45948 24222 371666 275592 22276 253316 11107 4330 75602 14232 8377 5855 242209 208661 30939 5664 32214 21680 434 32193 7364
internal_count=1326284 579349 43555 535794 460192 88526 64273 746935 722713 45948 24222 371666 275592 22276 253316 11107 4330 75602 14232 8377 5855 242209 208661 30939 5664 32214 21680 434 32193 7364
cat_boundaries=0 1 2
cat_threshold=258 2224
is_linear=0
shrinkage=0.05


Tree=96
num_leaves=31
num_cat=2
split_feature=75 66 70 93 12 55 136 90 85 22 52 99 132 36 56 52 54 96 4 136 79 124 108 52 30 80 12 37 3 69
split_gain=13.8418 9.86096 7.2957 8.07615 8.90015 6.10365 5.56067 7.48512 5.33466 4.87897 5.83546 4.67879 4.58712 4.42212 4.39308 7.50952 4.24294 4.28623 4.2151 7.09591 5.09914 5.62949 4.19226 14.2245 10.2811 10.4833 13.1892 10.0646 6.42345 6.02829
threshold=0.60807350277900707 7.2850000858306894 276.34344482421881 -0.015559659805148838 3.0249999761581425 9.5250000953674334 0 0.02021788060665131 0.91452026367187511 7.1649999618530282 19.125000000000004 0.10538833215832712 1016.2500000000001 17.150000572204593 207.46315002441409 0.074999999254941954 0.50499999523162853 -0.55230027437210072 6.4500000476837167 1 13.114999771118166 0.98624804615974437 1.0000000180025095e-35 0.23499999940395358 1003.9500122070314 155.05477142333987 1.2250000238418581 18.750000000000004 234.50000000000003 265.83558654785162
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=8 6 -3 4 5 12 7 13 11 -7 -11 22 -4 16 -8 -16 17 -2 -5 20 21 -20 23 24 -1 26 -26 29 -29 -25
right_child=1 2 3 18 -6 9 14 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 27 25 -27 -28 28 -30 -31
leaf_value=-0.021578786008887824 0.0011876120824499915 -0.00061494190267184193 0.00046313193867382788 -0.00031785940630815507 -0.0017342516738860084 3.2861739289441747e-05 -0.0015379454973805005 0.0013963597313666012 -0.00172070760088641 0.0026005870175112938 -0.0004226585782292708 0.0019671506145689317 -0.0024657268194420764 0.0010112922612052701 0.0019419816428787884 -0.00073369076084389305 -0.0005923011445623759 -0.0019682429006485265 0.001511245376080787 -0.00014463856532480831 0.00038376583699756923 0.0064527081354893295 0.00015529248822608439 -0.0014598376982293984 0.02515500291871528 0.0020672064328353915 -0.017766328088261864 0.0024898342233402094 -0.00027623680527260518 -5.700770159246476e-05
leaf_weight=45 6336 47711 53674 110012 4205 4008 16398 6517 3891 9092 1936 3470 1371 5437 2732 65321 67255 1296 7137 62502 18518 627 778715 23178 96 4792 22 3696 4857 11437
leaf_count=45 6336 47711 53674 110012 4205 4008 16398 6517 3891 9092 1936 3470 1371 5437 2732 65321 67255 1296 7137 62502 18518 627 778715 23178 96 4792 22 3696 4857 11437
internal_value=2.2776e-06 -0.000208034 -4.4478e-05 5.51895e-05 0.000500001 0.000634061 -0.000514338 -0.000233306 0.000126338 0.00152687 0.00206985 0.000134994 0.000390183 -0.000365556 -0.000803201 -0.000626275 -0.000465519 0.000651712 -0.000111027 0.000145257 0.000834405 0.0019103 0.000127305 -0.000325589 0.00221171 0.00242975 0.0171527 -0.000616831 0.000919063 -0.000996334
internal_weight=1.32628e+06 492085 320793 273082 74286 70081 171292 86841 834199 15036 11028 830308 55045 80324 84451 68053 74887 7632 198796 88784 26282 7764 826838 48123 4955 4910 118 43168 8553 34615
internal_count=1326284 492085 320793 273082 74286 70081 171292 86841 834199 15036 11028 830308 55045 80324 84451 68053 74887 7632 198796 88784 26282 7764 826838 48123 4955 4910 118 43168 8553 34615
cat_boundaries=0 1 2
cat_threshold=870 1296
is_linear=0
shrinkage=0.05


Tree=97
num_leaves=31
num_cat=2
split_feature=75 64 136 100 52 92 22 4 136 60 12 28 60 55 52 88 87 56 3 99 110 38 84 79 113 32 55 101 27 7
split_gain=12.4922 8.99311 7.68299 7.50426 7.34348 7.19432 10.8488 5.89863 8.27582 7.25919 5.42524 5.20503 5.22354 5.11268 6.06941 4.53868 4.40192 4.91064 4.34843 4.30249 4.61803 5.64901 4.56736 6.35448 10.0154 5.6615 5.39281 5.06473 9.02878 6.97968
threshold=0.60807350277900707 5.7850000858306894 0 0.12267049774527551 0.95499998331069957 -0.016992477700114247 7.1849999427795419 4.9500000476837167 1 0.22708204388618472 2.5849999189376835 1020.4500122070314 0.22044127434492114 6.2650001049041757 19.125000000000004 -0.021790530532598492 0.85319373011589061 1.0000000180025095e-35 326.50000000000006 0.10538833215832712 -0.24891528487205503 19.050000190734867 0.90062150359153759 5.055000066757203 -0.30069434642791742 11.84999990463257 0.34499999880790716 0.012764917220920326 195.50000000000003 3.5499999523162846
decision_type=2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 4 -3 18 6 10 9 16 -7 -5 12 -6 -8 -15 -14 17 -9 -2 20 21 -1 23 27 25 26 -25 28 29 -22
right_child=1 3 -4 5 11 7 13 8 -10 -11 -12 -13 15 14 -16 -17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.000864230971883411 0.0016655106148028651 -0.00059717699460462819 -0.00083101082025316398 0.00018195018046926077 0.0057844180874487856 0.0049645268486820399 0.00046672927750667306 0.01434421095813454 -0.00015304994394450553 -0.00046036629229342821 -0.0012282069648968707 -0.001613131950779313 -0.00035661238133940278 0.0019812931680312468 -0.00075393656945565838 0.0013826012823715511 8.0307653623234071e-05 0.0011724832528572857 -0.00088771731442400267 0.0018671414588258594 0.0019258890080562187 0.0020146972942494952 -0.00085247425910190105 0.00223951264334383 0.0021881377543638489 0.00061744795237278982 -0.00071098669426114623 0.00013245434222289911 -0.00082718033232883107 -0.0006362214393660948
leaf_weight=19508 8011 54476 85671 37120 369 621 17667 71 84880 88241 8356 6944 39118 16674 2309 4149 14301 21001 2106 3509 6227 1867 11617 1720 8495 56453 15549 671226 33390 4638
leaf_count=19508 8011 54476 85671 37120 369 621 17667 71 84880 88241 8356 6944 39118 16674 2309 4149 14301 21001 2106 3509 6227 1867 11617 1720 8495 56453 15549 671226 33390 4638
internal_value=2.16366e-06 -0.000197632 -0.000526137 -5.85512e-05 -9.56696e-05 4.21976e-05 0.000438741 -0.000113537 0.00011474 -0.000422455 -7.71595e-05 -0.000341651 -0.000139314 0.00107888 0.00164859 -0.000189834 0.00075715 0.00121686 0.00113402 0.000120021 0.000112641 -0.000612771 0.0001318 0.000146134 0.000562437 0.000375107 -0.000417116 9.82961e-05 -0.000419791 0.000832187
internal_weight=1.32628e+06 492085 146368 345717 60697 291241 82126 209115 120253 88862 45476 50580 43636 36650 18983 43267 35373 21072 10117 834199 830690 21375 809315 797698 82217 73722 17269 715481 44255 10865
internal_count=1326284 492085 146368 345717 60697 291241 82126 209115 120253 88862 45476 50580 43636 36650 18983 43267 35373 21072 10117 834199 830690 21375 809315 797698 82217 73722 17269 715481 44255 10865
cat_boundaries=0 1 2
cat_threshold=614 1296
is_linear=0
shrinkage=0.05


Tree=98
num_leaves=31
num_cat=2
split_feature=75 66 52 22 3 136 64 136 58 85 60 13 52 123 61 60 29 13 89 52 55 8 25 79 77 110 38 60 52 34
split_gain=11.2743 8.25886 6.49934 6.42566 6.57865 6.76626 5.14135 4.69824 9.07561 4.63508 4.55661 5.44008 5.01384 4.40992 4.33237 4.19834 5.89424 4.8033 4.23561 4.19248 4.12703 4.09479 4.05348 11.3376 6.39078 4.55 4.05061 4.52087 4.19799 6.31714
threshold=0.60807350277900707 7.2850000858306894 9.5450000762939471 7.805000066757203 301.50000000000006 0 9.7750000953674334 1 178.86550140380862 0.91452026367187511 0.43359622359275823 1.325000047683716 0.11499999836087228 0.14780378341674807 0.75719186663627636 0.41489531099796301 1011.9500122070314 2.6350001096725468 0.79114130139350902 0.47499999403953558 9.5250000953674334 13.250000000000002 186.50000000000003 1.8750000000000002 10.934999942779543 -0.27975937724113459 16.150000572204593 0.80527478456497203 1.9550000429153445 13.949999809265138
decision_type=2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 7 3 4 15 -6 -5 8 -2 22 11 -9 -12 21 19 16 17 -3 -18 -8 -21 -13 23 -1 -25 -24 27 -10 29 -28
right_child=1 2 -4 6 5 -7 14 10 26 -11 12 13 -14 -15 -16 -17 18 -19 -20 20 -22 -23 25 24 -26 -27 28 -29 -30 -31
leaf_value=0.0001087566143952505 0.0016070447674238451 -0.0012626891633477808 -0.00024709325936408234 -0.00011680072598548623 0.0011902157944028162 4.9729319921206806e-05 0.0133035976875506 -0.0016203465028626883 -0.00074376841461895875 -0.0016076608275706105 0.002215630682490644 -0.00015426902816002901 -0.00043856823793280087 -0.0022519924172073641 -0.00030959056119026228 -1.7365076890298704e-05 -0.0002368637193206107 -0.004166569634870671 -0.0069629123115505127 0.00090889461711901533 0.0024518044393415494 -0.0019880056272506435 -0.00072430731949022051 0.0022345671495975481 -0.00079807856946605301 0.00011135180121750015 0.017143807402878467 0.00092165601128459606 -0.00015265977203276975 0.0019227947002517102
leaf_weight=38482 6965 4727 172230 9703 18313 44824 76 20693 33352 3891 1830 25184 64191 3517 3624 32893 14155 2038 238 10676 7296 3463 16645 11671 2041 761469 70 4642 4782 2603
leaf_count=38482 6965 4727 172230 9703 18313 44824 76 20693 33352 3891 1830 25184 64191 3517 3624 32893 14155 2038 238 10676 7296 3463 16645 11671 2041 761469 70 4642 4782 2603
internal_value=2.05511e-06 -0.000187752 -3.80707e-05 0.00020425 3.41035e-05 0.000380726 0.000839762 -0.000468071 -7.36244e-05 0.00011402 -0.000641925 -0.000987942 -0.000364998 -0.000581079 0.00126803 -0.000370786 -0.000920228 -0.0021375 -0.000348084 0.00158482 0.00153526 -0.000375941 0.000122088 0.000548644 0.00178316 9.34758e-05 -0.000331201 -0.000540292 0.000734417 0.0023214
internal_weight=1.32628e+06 492085 320793 148563 117188 63137 31375 171292 52414 834199 118878 52857 66021 32164 21672 54051 21158 6765 14393 18048 17972 28647 830308 52194 13712 778114 45449 37994 7455 2673
internal_count=1326284 492085 320793 148563 117188 63137 31375 171292 52414 834199 118878 52857 66021 32164 21672 54051 21158 6765 14393 18048 17972 28647 830308 52194 13712 778114 45449 37994 7455 2673
cat_boundaries=0 1 2
cat_threshold=274 550
is_linear=0
shrinkage=0.05


Tree=99
num_leaves=31
num_cat=4
split_feature=52 36 3 55 80 136 82 26 92 136 40 127 27 31 98 79 96 24 84 56 83 8 67 56 86 60 54 67 136 136
split_gain=9.7044 10.0392 11.3608 10.6171 9.29207 8.91049 8.52847 8.29196 8.03041 10.4575 7.89294 6.63433 6.25961 5.94715 5.72309 5.63584 5.52722 5.98201 5.58525 11.374 6.48895 5.85383 5.50594 5.43219 5.39766 5.37617 5.26763 5.21609 5.52034 5.17051
threshold=0.66500002145767223 16.650000572204593 236.50000000000003 1.9149999618530276 332.26605224609381 0 291.65531921386724 281.50000000000006 -0.068167630583047853 1 10.750000000000002 0.31729258596897131 195.50000000000003 1020.2500000000001 -0.69763880968093861 2.245000004768372 0.098820399492979064 128.50000000000003 0.88116940855979931 205.18117523193362 333.49099731445318 1.0000000180025095e-35 0.67500001192092907 160.42987060546878 0.88524246215820324 0.42731185257434851 4.805000066757203 1.1150000095367434 2 3
decision_type=2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1
left_child=4 3 5 6 16 -3 25 -5 9 14 27 -12 -4 -6 26 -14 18 -18 19 -1 21 -21 -17 -13 29 -2 -9 28 -8 -23
right_child=1 2 12 7 13 -7 10 8 -10 -11 11 23 15 -15 -16 22 17 -19 -20 20 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.7591906223466773e-05 -0.002047728279185982 0.0020555279157244374 0.0012733787758593853 -0.00043191743777190719 0.0017919213139778269 0.00022783889207475378 -0.0011347309213212788 0.00020515149533639895 -0.00013976381756595889 -0.00021831155666449933 -0.0052212143267881157 -0.002519945987536177 -0.0014879755998317248 0.0074378808197340636 0.0019696960065490022 0.0028327110306315055 0.015059416500730364 0.0021133394441925561 -0.00070193192489438876 0.0076740712309017042 0.0062626758865838052 0.0022888813232259798 -0.00014434775164604463 0.0043838788790899717 -0.000866405059781771 -0.00074509071078548332 0.0013022285753314629 -0.00070525486036451151 0.0010192149835618807 0.00063232133236403357
leaf_weight=655974 15012 14570 7674 139859 3166 12310 4231 28674 208216 38458 254 337 7858 547 9520 1625 123 325 20450 331 618 7848 35096 1844 3387 16768 17693 51731 9959 11826
leaf_count=655974 15012 14570 7674 139859 3166 12310 4231 28674 208216 38458 254 337 7858 547 9520 1625 123 325 20450 331 618 7848 35096 1844 3387 16768 17693 51731 9959 11826
internal_value=1.95282e-06 -0.000142033 0.000384076 -0.000218767 0.000128996 0.00121937 -0.000683681 -0.00011354 3.36305e-05 0.000416305 -0.000369052 0.00242647 -4.56142e-05 0.00262369 0.000852896 -0.000272671 0.000115781 0.00566773 0.00011223 0.000136715 0.00120559 0.00107198 -1.26051e-05 0.00331713 0.00097722 -0.00136042 0.000623781 -0.000472314 0.000376896 0.00129461
internal_weight=1.32628e+06 621689 79133 542556 704595 26880 100136 442420 302561 94345 68356 2435 52253 3713 55887 44579 700882 448 700434 679984 24010 23392 36721 2181 23061 31780 46367 65921 14190 19674
internal_count=1326284 621689 79133 542556 704595 26880 100136 442420 302561 94345 68356 2435 52253 3713 55887 44579 700882 448 700434 679984 24010 23392 36721 2181 23061 31780 46367 65921 14190 19674
cat_boundaries=0 1 2 3 4
cat_threshold=818 834 7328 2132
is_linear=0
shrinkage=0.05


Tree=100
num_leaves=31
num_cat=3
split_feature=63 15 24 91 22 52 64 18 61 91 52 135 30 52 136 11 60 105 94 52 82 113 56 52 86 53 136 136 79 115
split_gain=10.5615 9.27122 10.1874 7.40436 7.36916 6.69836 8.11562 6.1922 6.73385 5.71637 6.33578 5.46757 5.38424 5.32888 8.6397 7.8113 5.48052 5.26227 5.19383 5.18468 4.88852 4.76504 4.73566 7.24603 6.89948 4.69049 7.811 4.65919 4.61961 4.61788
threshold=0.2955069243907929 0.70499998331069957 169.50000000000003 0.12193028628826143 7.1649999618530282 12.664999961853029 9.3850002288818377 10.405000209808351 0.69385901093482982 -0.3317465186119079 0.35500000417232519 1016.3500061035157 1020.4500122070314 2.0349999666213994 0 0.35000000894069677 0.45983526110649114 -0.59400072693824757 -0.30755999684333796 6.3650000095367441 256.21133422851568 0.78257837891578685 232.11108398437503 0.074999999254941954 0.88524246215820324 0.22500000149011615 1 2 12.234999656677248 -0.28400452435016627
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2
left_child=9 27 -3 4 11 6 12 -8 -9 10 21 13 -6 14 20 -16 19 -5 -12 28 -4 -1 -17 -24 -25 -11 -27 -2 29 -15
right_child=1 2 3 17 5 -7 7 8 -10 25 18 -13 -14 16 15 22 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0020781701489171384 0.0010303097647551061 0.0015202014386492607 -0.0010247968001993832 0.0012683756572582766 7.6944561532907616e-05 -0.00022691359475479384 -0.00016685653718924421 0.0014176354902658535 9.6385450284247002e-05 0.00011454834567112841 0.00096213847853186059 -0.00176454712203695 -0.0011725912515342274 -0.0012023297423478102 0.002103861624471356 -0.001105704275413414 -0.00026568200421866523 -0.0011799583053340706 -0.00015783359445353825 -0.0016424250988270794 0.00067350034142238434 0.02313070821541327 0.0027141063958725114 0.00015813529941032539 -0.0014064394741285849 -0.0018085334471115153 -5.7616731133199758e-05 -0.0020192122535249422 -8.2518379532942466e-05 0.00050485694903916174
leaf_weight=5951 1443 9144 4758 13905 52244 154018 15704 29766 14265 640882 21880 6848 10325 30517 2879 23736 104218 2606 19647 15454 38720 27 2028 20905 10629 8402 26251 9370 24188 4552
leaf_count=5951 1443 9144 4758 13905 52244 154018 15704 29766 14265 640882 21880 6848 10325 30517 2879 23736 104218 2606 19647 15454 38720 27 2028 20905 10629 8402 26251 9370 24188 4552
internal_value=-7.62537e-06 -0.000162288 -0.000135761 -0.000161767 -0.000192226 -7.54167e-06 0.000268714 0.000685561 0.000989582 0.000121194 0.000651349 -0.000368546 -0.000129251 -0.000334716 -4.94433e-05 -0.00043742 -0.000499976 0.000881945 0.000432264 -0.000826804 0.000487536 0.00217326 -0.000565186 -0.000182916 -0.000369228 8.3912e-05 -0.000482684 -0.00161317 -0.000614094 -0.000980735
internal_weight=1.32526e+06 602222 591409 582265 565754 276322 122304 59735 44031 723040 47505 289432 62569 282584 103655 60177 178929 16511 41527 74711 43478 5978 57298 33562 31534 675535 34653 10813 59257 35069
internal_count=1325262 602222 591409 582265 565754 276322 122304 59735 44031 723040 47505 289432 62569 282584 103655 60177 178929 16511 41527 74711 43478 5978 57298 33562 31534 675535 34653 10813 59257 35069
cat_boundaries=0 1 2 3
cat_threshold=374 7300 208
is_linear=0
shrinkage=0.05


Tree=101
num_leaves=31
num_cat=2
split_feature=91 132 108 36 27 89 61 123 31 16 92 136 63 66 37 58 123 31 119 35 90 122 84 112 136 31 101 12 72 41
split_gain=9.68688 6.43641 5.22591 9.09223 7.6377 6.50529 12.1004 5.99299 5.32447 5.13697 5.74908 4.76755 4.67263 5.86768 4.50201 8.20502 4.42742 4.40624 4.35282 4.18944 4.15833 4.05377 4.1144 4.10129 4.06488 4.53197 4.93241 4.54102 4.30283 4.06123
threshold=-0.89467659592628468 1013.0499877929689 -0.018830177374184128 18.94999980926514 238.50000000000003 1.0000000180025095e-35 0.40489578247070318 -0.93038213253021229 1014.3500061035157 3.5099999904632573 -0.050909370183944695 0 0.29281380772590643 4.4849998950958261 15.550000190734865 226.88992309570315 0.76037701964378368 1019.9500122070314 0.70088258385658275 11.34999990463257 -0.66755378246307362 0.6755644977092744 0.89283710718154918 -0.99961927533149708 1 1008.4500122070314 0.91178166866302501 2.495000004768372 0.38606600463390356 10.34999990463257
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=12 2 3 4 8 -4 21 -5 16 10 -6 -10 -1 -14 15 17 -2 -11 -8 -20 -13 22 23 -7 -25 -26 27 -27 -28 -24
right_child=1 -3 5 7 9 6 18 -9 11 14 -12 20 13 -15 -16 -17 -18 -19 19 -21 -22 -23 29 24 25 26 28 -29 -30 -31
leaf_value=0.00049204097652980712 -0.0010728678370317813 -0.000879814495532842 8.6849212450636193e-05 -0.0009883602537095 -0.0025408438476733864 0.0096624765705439417 0.0016306440740936571 0.001900322913615524 -0.001724528502068995 -0.0016606096469243604 0.034113416699287684 -0.0020238049553403291 -0.00071241096309929304 -0.00017946036953409754 0.00063682321467170913 -3.4324446652311788e-05 0.002520350757533916 -0.0056947581496042971 -0.0017182302492970772 0.004722316094216015 -0.0065718550253703531 -0.0036543892531754013 -0.002158065545313558 -0.00051806324445914859 0.011920519117457964 0.0012044221528678097 0.021393381078499106 -0.0034169349748493904 0.0039722124350727228 0.0079006954733770157
leaf_weight=19276 7680 17719 927057 2492 20 122 7772 6424 5702 5544 23 897 68962 205675 10353 16527 965 771 284 2276 1143 703 2265 6157 97 7519 53 572 107 105
leaf_count=19276 7680 17719 927057 2492 20 122 7772 6424 5702 5544 23 897 68962 205675 10353 16527 965 771 284 2276 1143 703 2265 6157 97 7519 53 572 107 105
internal_value=-7.24517e-06 6.49183e-05 8.1433e-05 -0.000377135 -0.00064126 0.00010954 0.000859966 0.00109294 -0.00152468 -0.000205714 0.0170649 -0.00247707 -0.000260469 -0.000313286 -0.000228086 -0.000620102 -0.000671774 -0.00215314 0.00221965 0.00400782 -0.00454975 6.62811e-05 0.000220169 0.000533305 0.000456521 0.00117453 0.00104962 0.000877711 0.00974297 -0.00171242
internal_weight=1.32526e+06 1.03135e+06 1.01363e+06 58541 49625 955089 28032 8916 16387 33238 43 7742 293913 274637 33195 22842 8645 6315 10332 2560 2040 17700 16997 14627 14505 8348 8251 8091 160 2370
internal_count=1325262 1031349 1013630 58541 49625 955089 28032 8916 16387 33238 43 7742 293913 274637 33195 22842 8645 6315 10332 2560 2040 17700 16997 14627 14505 8348 8251 8091 160 2370
cat_boundaries=0 1 2
cat_threshold=230 5424
is_linear=0
shrinkage=0.05


Tree=102
num_leaves=31
num_cat=3
split_feature=52 15 24 129 56 84 1 85 136 55 0 31 52 123 76 2 20 136 53 106 13 136 58 69 54 83 32 16 116 72
split_gain=9.09708 9.74798 9.84566 7.18301 9.53152 9.74433 9.47923 7.4026 6.95997 11.2667 9.178 8.38807 7.62963 6.79167 6.31112 6.28708 5.99836 5.983 5.50166 7.64027 7.41448 6.81466 7.86867 6.66852 6.02693 5.73 5.42359 5.76419 5.5329 5.37114
threshold=1.1250000000000002 0.70499998331069957 177.50000000000003 26.500000000000004 223.892448425293 0.89892682433128368 342.50000000000006 0.90546372532844555 0 1.9149999618530276 112.50000000000001 1014.2500000000001 16.625000000000004 -0.85260769724845875 3.7350000143051152 12.500000000000002 7.3949999809265146 1 0.34499999880790716 0.70165756344795238 0.76499998569488536 2 27.193142890930179 317.60765075683599 0.62500000000000011 267.01133728027349 19.050000190734867 13.344999790191652 0.13052122294902804 0.34309308230876928
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2
left_child=3 -2 26 4 7 6 29 18 10 -10 -4 12 13 -12 -5 -9 -16 -8 19 23 -21 -20 -23 24 -1 -26 27 -3 -29 -6
right_child=1 2 8 14 5 -7 17 15 9 -11 11 -13 -14 -15 16 -17 -18 -19 21 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00011241827698535161 -0.0021586524625095182 -0.00060466278003130935 -0.00046545660782668237 -0.011724083153016727 0.0029992352936567684 -0.00053693400252747344 -0.00086584123542356769 0.0030571227146122832 -0.0010223084178779254 -0.00019555955699139833 -0.00025312029929362468 -1.0335338825051913e-05 -0.00057001207478235582 0.0013013939167360541 -0.0020927584088456476 -0.0028416889467622508 0.00826203363807234 0.004071170471638309 0.00068764419470471888 0.024871563538908958 -0.0022383288848538733 -0.0045204603661321537 -0.00074678937464568013 0.0041138282090989959 -0.0059656793881251594 -0.00074199038076385023 0.0042731674979097044 0.0018461703964469526 -0.0031606948642269234 0.00068056392030258384
leaf_weight=641926 6009 4679 65789 163 2665 12074 738 519 48530 273152 8680 116780 9247 36880 3325 3484 146 3694 8255 61 43 1470 22914 1038 764 1678 1246 8956 588 39769
leaf_count=641926 6009 4679 65789 163 2665 12074 738 519 48530 273152 8680 116780 9247 36880 3325 3484 146 3694 8255 61 43 1470 22914 1038 764 1678 1246 8956 588 39769
internal_value=-6.88376e-06 -0.000155256 -0.000134303 0.000108777 0.000119651 0.00072968 0.001056 6.69426e-05 -0.000168733 -0.000320276 3.6643e-05 0.000229158 0.000739457 0.00100523 -0.00210875 -0.00207689 -0.00165721 0.00325631 7.95973e-05 0.000111621 0.0136627 -0.000553743 -0.000973887 0.000109437 0.000102987 -0.00237626 0.00111002 0.000832918 0.0015377 0.000826184
internal_weight=1.32526e+06 580536 574527 744726 741092 58940 46866 682152 559058 321682 237376 171587 54807 45560 3634 4003 3471 4432 678149 645510 104 32639 24384 645406 644368 2442 15469 14223 9544 42434
internal_count=1325262 580536 574527 744726 741092 58940 46866 682152 559058 321682 237376 171587 54807 45560 3634 4003 3471 4432 678149 645510 104 32639 24384 645406 644368 2442 15469 14223 9544 42434
cat_boundaries=0 1 2 3
cat_threshold=802 3681 534
is_linear=0
shrinkage=0.05


Tree=103
num_leaves=31
num_cat=2
split_feature=91 134 84 112 79 108 52 90 36 125 38 136 123 30 72 16 5 70 57 32 21 76 136 43 62 78 75 1 92 88
split_gain=8.27231 6.10639 5.12735 4.57278 8.10479 4.8717 6.97269 6.45119 9.55981 5.27454 4.37463 4.36738 5.29682 5.19096 4.55494 5.92562 4.33272 4.33169 4.1335 4.1068 4.01919 4.32448 3.97661 4.14453 3.86071 4.5971 3.81357 3.75834 4.06089 3.73885
threshold=-0.94891130924224842 1012.8500061035157 0.92326024174690258 -0.026175950653851029 1.8049999475479128 -0.018830177374184128 0.11499999836087228 -0.69714781641960133 15.650000095367433 0.6755644977092744 7.0499999523162851 0 -0.86159634590148915 1007.8500061035157 0.28192415833473211 9.5450000762939471 5.5499999523162851 279.32572937011724 159.79534912109378 19.150000572204593 4.4249999523162851 5.5350000858306894 1 8.8499999046325701 0.50307491421699535 5.3450000286102304 0.82918483018875133 234.50000000000003 -0.96353414654731739 -0.93343332409858693
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=10 2 3 5 -5 6 16 18 -9 11 -1 12 29 -13 15 -15 20 -14 -8 -6 -2 -22 23 -12 -11 -26 -23 -18 -29 -10
right_child=1 -3 -4 4 19 -7 7 8 9 24 22 13 17 14 -16 -17 27 -19 -20 -21 21 26 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.010374165095466618 -0.0015373983851920958 -0.00076583347700132781 -0.0015881409894971778 7.9697600394466165e-05 0.0012431852886732762 7.8056868646989353e-05 -0.0028836294374598838 -0.0022741436113662538 0.0062865604590858874 -0.0040308518025528595 -0.00046695041593105934 0.015335048678597168 0.0012101246168518892 0.024632890692309423 -0.0028715289497871586 -0.009147853193627228 -0.0042857238681330524 0.010960150102217651 -1.8991562460384405e-05 0.0043715233706776505 0.0060961776561499125 0.0024763095603605456 -0.00015459092138787401 -0.0016270103654872628 -0.00077143194621826698 0.01561815338123038 -0.0084196218854507045 0.021063121331855658 0.00070143104533798377 -0.0015959227967149759
leaf_weight=96 402 22626 4676 30967 14998 974929 1300 10424 159 1326 55366 42 6342 34 1807 21 437 116 40192 1128 1073 822 142676 8943 206 54 89 25 1193 2793
leaf_count=96 402 22626 4676 30967 14998 974929 1300 10424 159 1326 55366 42 6342 34 1807 21 437 116 40192 1128 1073 822 142676 8943 206 54 89 25 1193 2793
internal_value=-6.5381e-06 4.72203e-05 6.4012e-05 7.10938e-05 0.000553041 4.93496e-05 -0.00035711 -0.000482742 -0.00114806 -0.000238114 -0.000296819 0.000140425 0.000582605 -0.00203729 -0.00244009 0.0117348 0.00165797 0.00138526 -0.000108745 0.00146201 0.00302152 0.00394525 -0.000301768 -0.000628174 -0.00293849 0.00263256 0.00141183 -0.000307841 0.00111936 -0.00117136
internal_weight=1.32526e+06 1.11818e+06 1.09556e+06 1.09088e+06 47093 1.04379e+06 68857 64816 23324 12900 207081 11314 9410 1904 1862 55 4041 6458 41492 16126 2386 1984 206985 64309 1586 260 911 1655 1218 2952
internal_count=1325262 1118181 1095555 1090879 47093 1043786 68857 64816 23324 12900 207081 11314 9410 1904 1862 55 4041 6458 41492 16126 2386 1984 206985 64309 1586 260 911 1655 1218 2952
cat_boundaries=0 1 2
cat_threshold=4384 5220
is_linear=0
shrinkage=0.05


Tree=104
num_leaves=31
num_cat=4
split_feature=52 55 59 136 31 136 80 108 0 118 92 18 22 8 136 28 122 87 63 11 67 41 77 129 56 53 59 86 34 136
split_gain=7.74215 8.162 7.90679 7.44291 7.29271 6.75209 6.7384 6.54148 5.9746 5.56385 5.83242 6.92597 7.58399 5.82481 6.37471 5.52285 5.72243 5.47558 5.39068 5.86088 5.27147 5.75442 5.32311 5.19068 6.09569 7.2183 10.1185 6.48199 6.37372 6.25771
threshold=1.1250000000000002 2.0749999284744267 181.3500900268555 0 1016.2500000000001 1 332.26605224609381 0.078459281474351897 332.50000000000006 0.14780378341674807 0.031350538134574897 14.039999961853029 7.9649999141693124 8.8499999046325701 2 1014.4500122070314 -0.5663846731185912 0.81847447156906139 0.29017858207225805 15.449999809265138 0.7150000035762788 17.44999980926514 1.4049999713897707 26.500000000000004 223.892448425293 0.2650000005960465 134.084831237793 0.87916412949562084 10.550000190734865 3
decision_type=2 2 2 1 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=6 3 5 4 20 17 23 -7 -8 15 11 12 18 -12 -15 16 -4 -3 -11 -20 21 22 -2 24 25 -1 -27 -26 -28 -30
right_child=1 2 9 -5 -6 7 8 -9 -10 10 13 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 27 26 28 -29 29 -31
leaf_value=9.2716617166772587e-05 -0.0017548876922652162 0.00048627090691870243 0.00073506251626790069 -0.00095429621306322764 -0.00096841139450245411 -0.004678176492138462 -0.0001044505941071516 9.0914248079080923e-05 0.0030532288834364315 0.0014977805491992464 -0.00033636114460173795 -0.0013736603449069759 0.0013708507214439381 0.0013595500027108632 2.6494704985544501e-05 -0.00061913492274097621 -0.00036607358915624567 0.0022799299809361097 0.00014415777466353727 -0.0032006853031515828 5.168410186419178e-05 0.011246331016863547 0.0022114242168600846 -0.0018543776606779836 0.0010108831153953801 -0.0033594820761059675 -0.002272076093320767 -0.00011420354697770513 0.00065348891325209605 -0.00084117450163040798
leaf_weight=644820 1037 8611 18669 53769 14966 793 2557 7708 3617 7416 138505 5776 16957 10362 66277 85669 32062 8411 74727 1333 22742 155 4591 3428 35121 3125 3900 20145 13618 14395
leaf_count=644820 1037 8611 18669 53769 14966 793 2557 7708 3617 7416 138505 5776 16957 10362 66277 85669 32062 8411 74727 1333 22742 155 4591 3428 35121 3125 3900 20145 13618 14395
internal_value=-6.21126e-06 -0.000143089 -5.8984e-05 -0.000561001 -7.45232e-05 0.000797506 0.000100489 -0.000353546 0.00174546 -0.000106739 6.82914e-06 0.00031 0.000406829 -0.000142835 0.000206912 -0.000374302 3.91443e-05 0.00137176 0.000211001 8.55373e-05 0.00039444 0.00174235 0.0014806 8.67379e-05 9.57897e-05 5.47389e-05 -0.000644182 0.000600778 -0.000378293 -0.000114639
internal_weight=1.32526e+06 580536 483276 97260 43491 25523 744726 8501 6174 457753 321353 106209 100433 215144 76639 136400 50731 17022 83476 76060 28525 5783 5628 738552 735124 679858 35038 55266 31913 28013
internal_count=1325262 580536 483276 97260 43491 25523 744726 8501 6174 457753 321353 106209 100433 215144 76639 136400 50731 17022 83476 76060 28525 5783 5628 738552 735124 679858 35038 55266 31913 28013
cat_boundaries=0 1 2 3 4
cat_threshold=806 611 1040 854
is_linear=0
shrinkage=0.05


Tree=105
num_leaves=31
num_cat=2
split_feature=52 54 90 62 84 56 124 136 31 122 2 129 136 79 64 68 56 52 104 72 15 55 111 34 98 34 28 24 57 42
split_gain=7.27451 7.90164 7.72266 8.50834 7.17447 12.9036 10.3834 6.69956 6.57211 6.49587 6.41469 6.34495 5.96254 5.67316 9.5077 5.51371 5.44488 6.33856 5.29608 5.05961 6.68565 6.334 4.9887 4.96296 5.00171 4.94146 4.78811 6.51317 4.66516 4.49764
threshold=1.2450000047683718 2.1149998903274541 1.0000000180025095e-35 0.40708181262016302 0.89808821678161632 205.18117523193362 0.95878320932388317 0 1016.5499877929689 0.39873388409614569 14.500000000000002 31.500000000000004 1 3.6950000524520878 1.8550000190734866 241.59571838378909 225.49237823486331 0.11499999836087228 -0.49342827498912806 0.66630166769027721 0.63499999046325695 1.6050000190734866 -0.018105200491845604 3.6000000238418584 -0.7976388931274413 16.349999427795414 1015.8500061035157 280.50000000000006 195.28884887695315 11.050000190734865
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 26 18 5 -1 11 25 12 28 15 19 29 -14 -15 -6 -12 -18 -4 20 -7 -21 -22 24 -24 -8 -3 -28 -10 -2
right_child=1 2 3 -5 10 6 7 -9 9 -11 16 -13 13 14 -16 -17 17 -19 -20 21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=6.6424837645467325e-05 -0.0012201671379217065 8.0239732273807132e-05 0.00026418608398334249 0.0019486460580365426 0.011418657146964167 -0.0012936281954124178 0.0033167528450039649 -0.0002887997525152771 -0.0023189861210486311 -0.0028929881555428021 -0.0025684969889707256 -0.0017970581331458752 -0.0009861247640623788 0.0020056771978134553 -7.8195265233604739e-05 0.00098501144988930056 0.0016442060148808358 -0.0011931510229905532 -0.0036339056495609786 -0.00027320504150507899 0.002407230549325165 0.0016602841922303759 0.018286291595597259 0.00086820085001923183 -0.0020823062707980475 0.018659494095042629 -0.00062698940373801134 -7.2682578911700146e-05 -0.00054254395550977562 0.0034296833028642833
leaf_weight=671628 15589 213438 9633 9934 134 2603 5343 1534 4482 4612 5015 2662 9636 7122 23649 2300 2481 9526 958 18773 8038 5470 81 19819 48 53 76369 173145 21068 538
leaf_count=671628 15589 213438 9633 9934 134 2603 5343 1534 4482 4612 5015 2662 9636 7122 23649 2300 2481 9526 958 18773 8038 5470 81 19819 48 53 76369 173145 21068 538
internal_value=4.46209e-06 -0.000130362 -5.15423e-05 0.000897514 0.000106213 0.000131263 0.00080721 0.00263556 -0.000569918 -0.00116592 -0.000841492 0.00058683 -0.000251939 7.25659e-05 0.000404121 0.00155942 -0.0011848 -0.000606869 -8.84125e-05 0.000702564 0.00113015 0.000163052 0.00135559 0.000931828 0.0107073 0.00346104 -9.36187e-05 -0.00024234 -0.000854169 -0.00106439
internal_weight=1.32568e+06 570173 483477 20525 755508 736052 64424 6930 86696 30162 19456 57494 56534 40407 30771 2434 17022 12007 10591 54832 30589 24243 27986 19948 129 5396 462952 249514 25550 16127
internal_count=1325681 570173 483477 20525 755508 736052 64424 6930 86696 30162 19456 57494 56534 40407 30771 2434 17022 12007 10591 54832 30589 24243 27986 19948 129 5396 462952 249514 25550 16127
cat_boundaries=0 1 2
cat_threshold=146 7312
is_linear=0
shrinkage=0.05


Tree=106
num_leaves=31
num_cat=4
split_feature=85 52 56 52 125 55 91 136 82 61 85 122 57 72 22 136 136 55 35 28 136 60 123 52 39 115 9 121 2 92
split_gain=7.64203 6.57844 9.05636 8.44046 8.21488 7.90279 7.1752 6.9571 7.73812 6.82451 6.56051 6.50921 5.66546 5.61925 7.43531 5.53782 5.3887 5.35758 4.82784 4.822 5.58838 5.51715 4.67122 5.37978 4.93768 4.5466 4.52394 4.46419 4.45866 4.28675
threshold=0.91452026367187511 1.2450000047683718 225.49237823486331 0.074999999254941954 0.93663650751113903 1.3450000286102297 0.12193028628826143 0 282.23377990722662 0.46034537255764013 0.85419484972953807 0.078456107527017607 231.06435394287112 0.59424078464508068 5.2149999141693124 1 2 1.1349999904632571 16.250000000000004 1018.0499877929689 3 0.45725698769092565 0.52247866988182079 5.5650000572204599 12.050000190734865 -0.13052122294902799 13.750000000000002 0.35019405186176306 10.500000000000002 -0.96897721290588368
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 1 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 2 29 12 13 9 19 -8 -9 11 16 -3 -4 14 -5 -11 -6 -15 -18 20 22 -21 -7 24 27 -14 -10 -24 -2 -1
right_child=28 5 3 4 10 6 7 8 26 15 -12 -13 25 17 -16 -17 18 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001013798359264635 0.0011259388905412724 -0.00089302668535809764 0.00069077972517205032 -0.00010519175194212047 -0.00082065807324447303 0.00019252950957207232 0.0024935422761795047 -0.0032079194959829488 0.00098738620533942302 0.0011379386430469636 0.00054489693122016295 -0.0029501857311479401 0.0042094434147764547 -0.00062749582519221886 0.0019253636550280646 -0.00078578219062850208 0.0039065101934608031 0.00077074814406626643 0.017872080436005952 -0.00084553751212334465 -0.00014115682385492637 -0.00015804304294562345 0.00086792849503673504 0.00014334313192142088 0.0021393573864649383 0.025230976609656442 -0.0041460879912114034 0.017270919927082455 -0.0013016254141882458 7.8372134764081311e-05
leaf_weight=9105 2145 22221 1731 8382 649 114643 5125 1397 9720 6789 3943 4650 2402 19211 9755 8308 3492 10648 63 37011 201381 137958 69 5101 5095 26 449 104 16004 678104
leaf_count=9105 2145 22221 1731 8382 649 114643 5125 1397 9720 6789 3943 4650 2402 19211 9755 8308 3492 10648 63 37011 201381 137958 69 5101 5095 26 449 104 16004 678104
internal_value=4.23887e-06 1.83823e-05 0.000115455 0.000702967 0.000541964 -0.00011119 -5.77298e-05 0.000962116 0.000281128 -0.000771102 0.00200997 -0.00124902 0.00287637 0.000292781 0.000986944 7.95329e-05 0.00338408 -0.000128869 0.00414235 -9.16818e-05 2.18501e-05 -0.000303468 0.000284425 0.00130073 0.00242143 0.00443455 0.000760724 0.0107287 -0.00101472 6.39017e-05
internal_weight=1.32568e+06 1.30753e+06 747511 60302 56143 560021 518053 16691 11566 41968 8147 26871 4159 47996 18137 15097 4204 29859 3555 501362 326393 174969 125012 10369 5268 2428 10169 173 18149 687209
internal_count=1325681 1307532 747511 60302 56143 560021 518053 16691 11566 41968 8147 26871 4159 47996 18137 15097 4204 29859 3555 501362 326393 174969 125012 10369 5268 2428 10169 173 18149 687209
cat_boundaries=0 1 2 3 4
cat_threshold=608 820 609 1314
is_linear=0
shrinkage=0.05


Tree=107
num_leaves=31
num_cat=0
split_feature=85 129 52 61 89 65 75 31 117 56 80 97 39 18 72 28 79 40 83 58 28 59 3 8 57 5 3 58 65 112
split_gain=6.89695 6.52706 5.25303 7.11865 6.06024 5.5844 8.63664 7.43715 7.41081 5.84687 5.25502 5.10491 5.98599 4.87521 5.50987 4.83198 4.56414 4.47172 8.48129 4.4066 4.13839 4.54033 4.08223 3.98671 3.96218 3.84806 3.76923 3.63391 3.59175 3.50237
threshold=0.91452026367187511 46.500000000000007 9.2150001525878924 0.45163221657276159 0.18273454159498217 16.73499965667725 0.76309746503829967 1018.1499938964845 -0.23343648016452787 214.29136657714847 170.11030578613284 -0.46293948590755457 15.150000095367433 11.120000362396242 0.75433295965194713 1012.2500000000001 15.494999885559084 11.050000190734865 324.34071350097662 202.96282196044925 1011.8500061035157 160.17214202880862 23.500000000000004 11.150000095367433 196.10771179199222 10.34999990463257 335.50000000000006 240.11663818359378 21.755000114440922 -0.78257837891578663
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 2 5 -4 23 6 -1 15 -7 20 25 -3 19 14 -12 29 -17 24 -19 -13 21 -10 -2 -5 -16 -11 -20 -18 -28 -8
right_child=22 11 3 4 -6 8 7 -9 9 10 13 12 -14 -15 17 16 27 18 26 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00010344479171999301 0.00097609852789271988 -0.00056739972970933593 -0.001018373337862242 -0.00020812336604625543 0.0053653364258590998 -0.0018938279900602474 -0.00020948899965973633 -0.0010544647881084591 -0.0085781956947974716 0.0036910586233963104 0.0024880777092486806 -0.014212247917315214 0.0007993570859676282 0.0015959085284324077 -0.0025913796243279205 -0.00014524426014243913 0.0017673161898078748 0.0011221697971833728 -0.00063343418490452072 -0.0039250827754489194 0.00016522701974781555 -0.0014926094683448549 -0.0012538243758502391 0.00037601832687937935 0.00030072572161712131 0.018358697121342023 0.036530876079840319 0.00010245576884742407 0.014954934754003321 -0.0017207121289628949
leaf_weight=900204 2359 34665 22984 162021 508 2890 8778 29638 255 118 3079 193 278 16331 1252 37070 6597 325 24 226 7099 1994 15790 35633 21887 72 28 6514 62 6807
leaf_count=900204 2359 34665 22984 162021 508 2890 8778 29638 255 118 3079 193 278 16331 1252 37070 6597 325 24 226 7099 1994 15790 35633 21887 72 28 6514 62 6807
internal_value=4.02764e-06 1.74639e-05 3.6089e-05 -0.000185409 -8.87966e-05 8.26944e-05 5.55034e-05 -0.000396858 0.00057121 0.000706837 0.000952293 -0.000652585 -0.00488926 0.000915621 0.000498854 -0.000100502 0.000138343 0.000239085 0.00523821 -0.00866356 -0.00042691 -0.002296 -0.00096398 -0.000102814 0.00014424 0.00924932 0.0169725 0.000940156 0.0216674 -0.00086954
internal_weight=1.32568e+06 1.30753e+06 1.27217e+06 221146 198162 1.05102e+06 995608 95404 55416 52526 43178 35362 697 42988 26657 65766 50181 23578 439 419 9348 2249 18149 197654 23139 190 114 13111 90 15585
internal_count=1325681 1307532 1272170 221146 198162 1051024 995608 95404 55416 52526 43178 35362 697 42988 26657 65766 50181 23578 439 419 9348 2249 18149 197654 23139 190 114 13111 90 15585
is_linear=0
shrinkage=0.05


Tree=108
num_leaves=31
num_cat=1
split_feature=85 132 30 53 81 60 34 94 12 136 79 1 88 120 54 68 63 54 88 60 36 117 79 55 75 83 104 53 30 120
split_gain=6.22449 5.90775 3.96929 7.49611 10.7308 7.50099 6.64649 6.5051 10.5223 6.44926 8.69756 6.81822 6.07987 5.42261 5.1309 5.00948 4.94693 4.85973 5.24551 4.79638 4.66828 4.52041 4.51439 4.6496 5.14917 5.91472 4.52181 4.33681 4.16233 4.16655
threshold=0.91452026367187511 1013.3500061035157 1014.6499938964845 0.84499999880790722 331.34877014160162 0.45983526110649114 10.84999990463257 -0.30755999684333796 2.7849999666213994 0 1.5249999761581423 108.50000000000001 0.12611643224954608 0.86159634590148937 0.034999999217689044 333.09246826171881 0.379414051771164 1.544999957084656 0.12611643224954608 0.26180382072925573 13.449999809265138 0.7933231294155122 14.765000343322756 2.554999947547913 0.56720706820487987 283.77709960937506 -0.66720232367515553 3.3649998903274541 1020.5499877929689 0.33379416167736059
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 13 -6 8 9 10 27 15 -7 22 16 -12 -13 -11 -19 -20 -17 -16 23 24 25 -5 -24 -1 -8 -30
right_child=-2 -3 3 5 6 12 28 -9 -10 17 11 14 -14 -15 21 20 -18 18 19 -21 -22 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0018320803946683941 -0.00091578086921670343 -0.00069259205851599772 8.7300292286175495e-05 -0.0014270387114521952 -0.0014223776842627318 -5.9274812780361293e-05 0.0036728382182159231 4.3064335692082279e-05 -0.0014592552784404465 -0.00053218596699165397 -0.00040006257192673673 0.0094150216960297919 0.0028353652578413146 -0.0018552934131033519 0.0013273829400793427 0.025032890970642502 -0.00091677369669813556 0.00036734139599940246 -0.003196167540786186 0.0032059700356365131 0.0023782434999563939 0.0035767497759153057 0.00062981192128777977 -0.00030339738422937294 -0.0016355555796035534 0.00030144967490359446 -0.0006251058367892112 0.0011215609513190272 0.012401573445816591 -0.007967010653477961
leaf_weight=3644 18149 28721 409658 8971 606 237440 1898 382894 6664 14847 6200 389 1828 7092 31503 37 165 45594 328 2707 59 2404 17163 52982 18202 11040 12339 1886 243 28
leaf_count=3644 18149 28721 409658 8971 606 237440 1898 382894 6664 14847 6200 389 1828 7092 31503 37 165 45594 328 2707 59 2404 17163 52982 18202 11040 12339 1886 243 28
internal_value=3.82626e-06 1.65907e-05 3.25184e-05 -3.79847e-05 0.000108291 -0.000202343 0.00320706 0.000142581 0.000469861 0.000586982 0.00103574 0.00128843 -3.71599e-05 -0.000511628 0.00156485 -0.000224564 0.00633786 0.000259544 0.000501322 0.00251408 0.0111097 0.00148686 -0.000432676 -0.000606601 -0.00102699 -0.000473438 0.000104952 -0.000824744 0.00450049 0.0102971
internal_weight=1.32568e+06 1.30753e+06 1.27881e+06 779490 412433 367057 2775 499321 116427 109763 46287 40757 239268 127789 34461 6296 554 63476 48629 3035 96 33907 120697 91195 38213 20011 29502 5530 2169 271
internal_count=1325681 1307532 1278811 779490 412433 367057 2775 499321 116427 109763 46287 40757 239268 127789 34461 6296 554 63476 48629 3035 96 33907 120697 91195 38213 20011 29502 5530 2169 271
cat_boundaries=0 1
cat_threshold=2342
is_linear=0
shrinkage=0.05


Tree=109
num_leaves=31
num_cat=0
split_feature=86 94 31 12 15 132 92 59 111 32 41 90 88 1 52 66 68 60 88 75 65 79 52 84 34 23 67 23 100 118
split_gain=5.77571 8.06905 5.72296 5.25179 5.57792 5.24812 7.86777 6.29782 5.24752 5.61692 4.59617 3.75745 5.06923 3.73973 3.63725 8.28621 8.76571 6.25668 7.64676 4.49352 6.24289 5.99445 11.9161 8.66276 7.59201 8.60619 6.93964 6.30795 6.17097 5.71173
threshold=0.88524246215820324 -0.40899443626403803 1018.9500122070314 2.4750000238418584 1.6050000190734866 1016.5499877929689 0.9824965000152589 209.74532318115237 0.15908931195735934 15.550000190734865 10.84999990463257 -0.19790726155042646 -0.99856853485107411 336.50000000000006 9.2150001525878924 28.564999580383304 266.80223083496099 0.4640102237462998 -0.24929303675889966 0.71992596983909618 5.8450000286102304 2.245000004768372 0.23499999940395358 0.63605445623397838 11.650000095367433 4.7750000953674325 1.1950000524520876 5.8849999904632577 0.15170479565858844 -0.8338540494441985
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=5 2 3 4 -2 14 7 8 -7 -10 -6 -3 -13 -14 15 19 -17 -16 -19 21 -21 28 23 -23 -24 -26 -27 -28 -1 -25
right_child=1 11 -4 -5 10 6 -8 -9 9 -11 -12 12 13 -15 17 16 -18 18 -20 20 -22 22 24 29 25 26 27 -29 -30 -31
leaf_value=-0.00064565732001174237 -0.00023307217575815493 -0.00058442431596087069 -0.0023204202167367949 -0.0010844116557121263 0.00099539461792769808 -0.011028694504550319 0.014855390342093912 -0.00065379176408599275 -0.0042833997815325906 0.0059771128443595126 0.006511238209250105 0.0063328461807178361 -0.0029758912468986301 0.00096512883314034425 -0.0010937032746761678 -0.0013619261828911131 0.001602417658487551 -0.00011062972773194936 0.002103529012635962 -0.00067985916447551253 4.6905279794026488e-05 -2.246923499734644e-05 -0.00046708274543885459 -0.0091120691753622859 -0.0011350525899838668 0.0013854381073487229 -0.00014003907868604315 0.00067577747529149379 7.4626407229332775e-05 0.002971728060194381
leaf_weight=31171 12810 61486 2125 5508 19837 236 79 13992 920 156 385 174 3865 713 16004 2966 15666 188023 3982 45499 84289 3986 29393 99 8282 19852 38495 61626 646051 8011
leaf_count=31171 12810 61486 2125 5508 19837 236 79 13992 920 156 385 174 3865 713 16004 2966 15666 188023 3982 45499 84289 3986 29393 99 8282 19852 38495 61626 646051 8011
internal_value=3.63495e-06 -0.000348753 0.000205656 0.000344937 0.000583277 3.4544e-05 -0.00088314 -0.000964383 -0.00427673 -0.00279582 0.00110041 -0.000689116 -0.00204372 -0.0023621 4.62748e-05 8.6012e-05 0.00113053 -0.00014388 -6.47102e-05 6.60874e-05 -0.000207872 0.000108069 0.000373761 0.00188615 0.000257719 0.000423827 0.000531439 0.000362108 4.14734e-05 0.00282422
internal_weight=1.32568e+06 106903 40665 38540 33032 1.21878e+06 15383 15304 1312 1076 20222 66238 4752 4578 1.2034e+06 995386 18632 208009 192005 976754 129788 846966 169744 12096 157648 128255 119973 100121 677222 8110
internal_count=1325681 106903 40665 38540 33032 1218778 15383 15304 1312 1076 20222 66238 4752 4578 1203395 995386 18632 208009 192005 976754 129788 846966 169744 12096 157648 128255 119973 100121 677222 8110
is_linear=0
shrinkage=0.05


Tree=110
num_leaves=31
num_cat=1
split_feature=84 136 129 69 72 58 54 75 79 56 110 36 60 12 106 58 34 20 32 110 9 55 90 62 83 31 6 66 20 52
split_gain=5.58858 5.86272 5.74247 5.04218 4.20857 4.51697 5.23498 4.32363 4.51728 4.06037 3.98139 5.4295 7.684 6.66818 7.06562 6.04739 5.16715 5.03706 6.19533 5.12755 5.14201 4.88881 4.32325 6.42085 4.58773 4.60184 4.2587 4.49711 4.15231 6.06745
threshold=0.87770614027977001 0 46.500000000000007 161.72990417480472 0.28192415833473211 156.22691345214847 0.064999999478459372 0.29831524193286901 11.635000228881838 148.626579284668 -0.24891528487205503 18.94999980926514 0.45038852095603948 1.3049999475479128 -0.6380406618118285 220.95121765136722 13.750000000000002 4.3350000381469735 17.44999980926514 -0.88554584980010975 9.4499998092651385 0.10500000044703485 1.0000000180025095e-35 0.39917962253093725 296.88670349121099 1017.3500061035157 0.45000000298023229 3.7350000143051152 4.7449998855590829 0.31499999761581426
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 10 -4 7 -6 -7 8 -2 -8 11 12 13 14 -1 16 -15 18 19 -16 -21 -19 -12 24 25 28 27 -23 29 -24
right_child=1 -3 3 -5 5 6 9 -9 -10 -11 22 -13 -14 15 17 -17 -18 21 -20 20 -22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00089802040720523733 0.0044751789822276246 5.1960235767728615e-06 -0.015927094873040917 -0.00063410048948748848 -0.0022142801499863349 0.0016411719381197378 -0.0030799059531715525 0.0015454261197766228 0.02615822018237739 -0.0005882756434376058 6.1564096956714002e-05 0.0017721114787342528 -6.2692187304316102e-05 -0.0025442826682789432 0.0043182721154557333 -0.0013324756735421015 -0.0070355650077018458 -0.01180592706752202 -0.013600527596744625 0.032055382976411737 0.0042402373471607767 0.0010007156638076177 0.010892399732870532 0.0017457480129772569 0.00073484522171746332 -0.0033533019872480441 0.0017789303856175849 0.02490769503859892 -0.00061824173862218583 -0.001277791011981419
leaf_weight=6487 58 74843 54 28566 4443 2580 1684 331 41 56283 1057463 3006 48755 2042 63 8473 933 63 22 54 24 37 199 9523 11851 1492 1401 42 4683 211
leaf_count=6487 58 74843 54 28566 4443 2580 1684 331 41 56283 1057463 3006 48755 2042 63 8473 933 63 22 54 24 37 199 9523 11851 1492 1401 42 4683 211
internal_value=1.37719e-06 -0.000297069 3.66897e-05 -0.000662955 -0.000642774 -0.000675493 -0.000562575 0.0042874 0.013455 -0.00066066 5.3999e-05 -0.000307659 -0.000399065 -0.00123405 -0.000145027 -0.00201342 -0.00395281 0.0027182 0.0110773 0.0149277 0.0234969 0.00183516 7.77898e-05 0.000691478 0.000146901 -0.000911219 0.00241583 0.0137108 -0.000195808 0.0046292
internal_weight=1.32571e+06 140263 1.18544e+06 28620 65420 64990 60547 430 99 57967 1.15682e+06 71402 68396 19641 8193 11448 2975 1706 163 141 78 1543 1.08542e+06 27959 18436 6585 1480 79 5093 410
internal_count=1325707 140263 1185444 28620 65420 64990 60547 430 99 57967 1156824 71402 68396 19641 8193 11448 2975 1706 163 141 78 1543 1085422 27959 18436 6585 1480 79 5093 410
cat_boundaries=0 1
cat_threshold=7297
is_linear=0
shrinkage=0.05


Tree=111
num_leaves=31
num_cat=1
split_feature=99 135 60 37 107 108 6 57 125 18 75 18 53 42 104 69 72 64 25 60 136 109 112 79 35 8 125 16 66 56
split_gain=5.04917 3.59437 3.65496 5.99945 4.59174 3.61885 3.52984 4.02928 4.62664 3.77278 4.54272 4.69556 4.43723 6.80673 6.35019 4.54548 4.44229 4.16251 3.7766 3.66818 3.70811 3.65485 3.48367 6.2416 6.24139 3.85393 5.30701 5.0722 3.68378 3.59346
threshold=-0.96582823991775502 1011.3500061035157 0.55972054600715648 16.349999427795414 -0.60673677921295155 -0.99328058958053578 10.34999990463257 207.8283386230469 0.49240480363368994 13.344999790191652 0.69921576976776134 5.7200000286102304 0.65500000119209301 -1.0000000180025095e-35 0.32328370213508612 269.58348083496099 0.52631032466888439 0.75499999523162853 196.50000000000003 0.45038852095603948 0 -0.036776660010218613 -0.35019405186176294 2.054999947547913 11.550000190734865 11.449999809265138 0.9980967938899995 10.405000209808351 1.575000047683716 167.04776000976565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=6 22 3 5 -5 -3 9 8 -8 10 11 -1 13 21 16 -16 -15 -18 -14 20 -12 -13 -2 -24 25 27 -27 -25 -29 -26
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 19 12 18 14 15 -17 17 -19 -20 -21 -22 -23 23 24 29 26 -28 28 -30 -31
leaf_value=-0.0011786614417168195 2.6513777035650025e-05 0.012756769931134346 -5.4392118654967528e-05 0.0015902922270615094 0.013208818742111703 -0.0016138773169611549 -0.0058843098383391107 -0.00065909611721877361 -0.00098773828420030256 -0.00048455726917826154 8.1647580162757611e-05 0.036179783585525697 0.0023042602190752027 0.0024445254464981951 0.026378636382693468 -0.001159450703341028 -0.001970940609508151 0.0011090031169190466 0.00011500421336922427 -7.3955220067162199e-05 -0.0015712550344435278 0.0070177251356653876 4.7754088648383878e-05 -0.0033444427410444615 0.0026413648906168188 0.00037626233259015391 0.0087640731284644412 -0.0033709700365227371 0.0011840973605561653 0.00096501761618791578
leaf_weight=4713 1006916 44 16248 603 99 10063 848 12127 1119 63400 5253 21 2081 4255 43 23 1481 4231 36903 42232 9597 22 67455 1889 3649 1930 209 582 1870 25801
leaf_count=4713 1006916 44 16248 603 99 10063 848 12127 1119 63400 5253 21 2081 4255 43 23 1481 4231 36903 42232 9597 22 67455 1889 3649 1930 209 582 1870 25801
internal_value=1.30834e-06 4.10174e-05 -0.000528377 -0.00124087 0.0032288 -0.00155132 -0.000238477 -0.000999577 -0.00309872 -0.000176919 -9.7437e-07 0.000328801 0.000473617 0.00140894 0.00132386 0.016782 0.0012215 0.000310439 0.000231869 -0.000311633 -0.000987565 0.0212597 5.4893e-05 0.000331292 0.000863605 -0.000541268 0.00119583 -0.00139721 0.000102919 0.00117273
internal_weight=1.32571e+06 1.13736e+06 27057 10809 702 10107 188349 14094 1967 174255 110855 53773 49060 10076 10033 66 9967 5712 38984 57082 14850 43 1.1103e+06 103385 35930 6480 2139 4341 2452 29450
internal_count=1325707 1137358 27057 10809 702 10107 188349 14094 1967 174255 110855 53773 49060 10076 10033 66 9967 5712 38984 57082 14850 43 1110301 103385 35930 6480 2139 4341 2452 29450
cat_boundaries=0 1
cat_threshold=688
is_linear=0
shrinkage=0.05


Tree=112
num_leaves=31
num_cat=2
split_feature=84 136 129 69 101 38 3 53 15 8 36 79 95 35 12 106 30 52 67 52 35 87 60 83 79 18 73 136 75 93
split_gain=4.92206 5.20875 4.87931 4.5313 3.80754 9.12203 10.388 8.73259 6.47128 5.5094 5.50077 5.4553 5.38044 4.9347 4.52173 4.6029 12.0739 6.5646 4.54032 4.85259 5.02697 4.57072 4.36353 11.2161 4.99998 4.80753 4.79697 4.39845 4.2879 4.21378
threshold=0.87770614027977001 0 46.500000000000007 161.72990417480472 0.10572111234068872 16.94999980926514 248.50000000000003 0.80500000715255748 0.6850000023841859 0.45000000298023229 7.3500001430511483 2.304999947547913 -0.91066935658454884 16.550000190734867 1.5950000286102297 0.70165756344795238 1020.6499938964845 0.15500000119209292 2.0949999094009404 0.11499999836087228 15.550000190734865 0.83889549970626842 0.45983526110649114 290.45379638671881 7.1050000190734872 7.4149999618530282 0.55219060182571422 1 0.42607992887496954 -0.015559659805148838
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=2 -2 4 -4 5 7 -7 9 -9 12 -11 -8 -1 28 15 18 17 -17 19 -12 -21 -20 23 25 -25 -10 -26 -27 -13 -6
right_child=1 -3 3 -5 29 6 11 8 22 10 14 13 -14 -15 -16 16 -18 -19 21 20 -22 -23 -24 24 26 27 -28 -29 -30 -31
leaf_value=0.022281400222952167 -0.00060469612719524918 6.0659105727560113e-06 -0.015080733614525312 -0.00058318657149437946 0.00035845754314911478 0.0014666635271918995 -0.0012253894147602137 -0.0029354933001447983 -0.0034402295765182372 0.026908382866531612 0.002512937064902901 0.003905152268019517 0.0042978023323268881 -0.00021944755846052614 -0.001869704520144619 0.018487066447734832 0.039055595420567052 -0.0033630044677887454 0.004177811060061396 0.00019463783256128304 -0.0037661282568127786 0.00029228792333795358 -0.00020930154743633228 -0.00059841968440588677 0.0017145601854578489 -0.00079341848644818441 -0.0012468505101323854 -0.0023575721351935391 0.00066049946819244515 4.8534787002700157e-05
leaf_weight=54 65420 74843 54 28566 125686 16281 8129 2679 3046 20 1866 1538 181 10318 1550 50 28 110 1767 5489 938 1324 71445 12352 5889 13661 1781 6717 3013 860912
leaf_count=54 65420 74843 54 28566 125686 16281 8129 2679 3046 20 1866 1538 181 10318 1550 50 28 110 1767 5489 938 1324 71445 12352 5889 13661 1781 6717 3013 860912
internal_value=1.24236e-06 -0.000278842 3.43822e-05 -0.00061054 5.03377e-05 -0.000168044 0.000500255 -0.000368507 -0.000506236 0.000841987 0.000706298 -0.000183896 0.0084302 0.000385497 0.000666362 0.00100605 0.00876585 0.00346514 0.000877904 0.000268284 -0.000383423 0.00251348 -0.000449591 -0.000844737 2.42096e-05 -0.00158748 0.00102691 -0.00131054 0.00175702 8.80169e-05
internal_weight=1.32571e+06 140263 1.18544e+06 28620 1.15682e+06 170226 39279 130947 117570 13377 13142 22998 235 14869 13122 11572 188 160 11384 8293 6427 3091 114891 43446 20022 23424 7670 20378 4551 986598
internal_count=1325707 140263 1185444 28620 1156824 170226 39279 130947 117570 13377 13142 22998 235 14869 13122 11572 188 160 11384 8293 6427 3091 114891 43446 20022 23424 7670 20378 4551 986598
cat_boundaries=0 1 2
cat_threshold=7297 6368
is_linear=0
shrinkage=0.05


Tree=113
num_leaves=31
num_cat=0
split_feature=86 99 6 18 75 76 15 16 31 74 40 122 86 104 53 15 95 81 89 32 57 116 1 62 24 24 69 104 26 117
split_gain=4.65909 3.9876 3.09562 3.64849 3.79695 3.93047 5.36997 4.17085 5.29517 3.86193 5.22532 5.03267 4.11801 4.70153 3.83861 3.60248 4.66027 4.28245 4.09604 4.04199 3.55075 4.15581 3.69859 3.48554 3.46116 4.80392 5.51739 3.45968 3.28858 3.30899
threshold=0.9322359859943391 -0.96582823991775502 10.34999990463257 13.344999790191652 0.78172707557678234 2.0649999380111699 0.60500001907348644 12.50999975204468 1011.6499938964845 0.55018386244773876 14.449999809265138 -0.73724925518035878 0.80408245325088512 0.075905535370111479 1.3650000095367434 0.66500002145767223 -0.3834239393472671 275.96827697753912 0.52478063106536876 11.650000095367433 207.8283386230469 0.9536806344985963 299.50000000000006 0.41103018820285803 260.50000000000006 268.50000000000006 272.07559204101568 -0.99945929646491993 241.50000000000003 -0.91702514886856068
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 2 3 4 5 7 -7 8 -1 10 12 -12 13 14 15 16 -10 18 -18 -17 21 22 -4 -11 -21 26 -26 -27 -8 -30
right_child=-2 -3 20 -5 -6 6 28 -9 9 23 11 -13 -14 -15 -16 19 17 -19 -20 24 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.0026437734815830121 -0.0021696798740613696 4.044096638291801e-05 -0.0056781495272360269 -0.00045304780346893525 -0.00039609885052951032 -0.0048885994635910852 -0.0013684329592163218 -0.00025551020891758177 -0.0040802471310218335 -0.0007677214076216971 0.038729724146070933 0.0065897367188128934 -0.00014134586693773281 0.026980177421743676 0.0012233850910041331 -0.0012261505141247845 0.00039448497881149427 0.020857103513148817 0.021946090501016723 0.0045083063557588808 -0.00060394919745930921 0.014686406954106959 -0.0012505517089288689 0.0025769523198125111 0.015962285434229756 0.029852171863118809 0.046245710560608479 0.008788819332745763 0.0024218587086176769 0.00015610252572624507
leaf_weight=566 2467 1136215 846 63313 36134 537 3452 3257 153 1205 21 29 515 24 526 86 145 46 26 168 12070 33 1066 2203 53 21 21 272 1657 58580
leaf_count=566 2467 1136215 846 63313 36134 537 3452 3257 153 1205 21 29 515 24 526 86 145 46 26 168 12070 33 1066 2203 53 21 21 272 1657 58580
internal_value=1.17883e-06 5.22609e-06 -0.000208711 -0.000150815 2.36231e-05 0.00022979 9.04384e-05 0.00118834 0.0019618 0.00243455 0.00411784 0.0200885 0.00372945 0.00502306 0.00467568 0.00650808 0.00260256 0.0073144 0.00367134 0.00883504 -0.000923426 -0.00290599 -0.00320962 0.00139434 0.0104524 0.0131733 0.0245562 0.0102985 0.00013242 0.000218429
internal_weight=1.32571e+06 1.32324e+06 187025 173010 109697 73563 64226 9337 6080 5514 2106 50 2056 1541 1517 991 370 217 171 621 14015 1945 1912 3408 535 367 74 293 63689 60237
internal_count=1325707 1323240 187025 173010 109697 73563 64226 9337 6080 5514 2106 50 2056 1541 1517 991 370 217 171 621 14015 1945 1912 3408 535 367 74 293 63689 60237
is_linear=0
shrinkage=0.05


Tree=114
num_leaves=31
num_cat=1
split_feature=85 75 14 60 31 117 93 76 136 36 55 31 66 92 87 42 95 92 126 66 134 67 53 7 126 32 41 3 89 94
split_gain=4.34934 3.76372 8.25415 7.20942 6.95124 4.85666 5.36776 5.98139 6.01937 6.21858 5.87262 4.32857 3.87307 4.69824 3.61643 4.66921 3.54041 3.64724 3.45959 3.72314 3.52526 3.39468 5.9373 5.69139 6.21622 5.59796 5.21448 4.79385 4.35731 4.22158
threshold=0.92680129408836376 0.72198352217674266 1.6250000000000002 0.48494762182235723 1021.0499877929689 0.21643137186765674 -0.067718397825956331 28.085000038146976 0 12.449999809265138 9.0450000762939471 1019.5499877929689 21.73499965667725 -0.087350349873304353 0.81442672014236461 12.150000095367433 0.94765847921371471 -0.94369158148765553 0.061046212911605842 23.394999504089359 1018.3500061035157 5.6050000190734872 1.4249999523162844 4.5499999523162851 0.28400452435016638 3.4499999284744267 8.9499998092651385 350.50000000000006 -0.8880435824394225 -0.81946212053298939
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 4 16 -4 7 8 9 -7 11 14 -8 -14 -11 18 17 -3 19 20 -16 -1 23 -23 -25 -26 28 -28 -27 -30
right_child=-2 2 5 -5 -6 6 12 -9 -10 10 -12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 22 -24 24 25 26 27 -29 29 -31
leaf_value=3.1570630377736648e-05 -0.0014611165613906242 -0.0021721514816697481 -0.00041474144414184249 -0.00018979991108331975 -0.0028935737561927564 0.002157925342781696 -0.0002909794052112533 -0.00096167989451632061 -2.8014815706779435e-05 -0.0017418550653086789 0.0025080065989421113 -0.0031819340050474828 0.0018058062174207659 0.00010692805190704717 0.0011851436590512023 0.0074349288565471114 -0.0047941293607201268 -0.00052357256148843608 -0.00014095133933253486 0.0043984427559120359 -0.0064313335339931752 0.0035700518026174663 0.00022034739117564631 -0.0019542391423679967 0.02191908059313017 0.0034806870027540345 0.0052752965949778548 0.023003177457165139 -0.0045880099824732587 0.00082420304120833202
leaf_weight=883094 5066 3926 57086 48570 4872 10273 78843 5835 16526 1699 3449 877 4261 90596 4698 253 556 23065 7369 926 157 2599 64986 1554 34 1348 223 46 421 2499
leaf_count=883094 5066 3926 57086 48570 4872 10273 78843 5835 16526 1699 3449 877 4261 90596 4698 253 556 23065 7369 926 157 2599 64986 1554 34 1348 223 46 421 2499
internal_value=1.11989e-06 6.72905e-06 -0.000130152 -0.00057521 -0.00115263 -2.71721e-06 0.000101467 0.000546796 0.000737203 0.0011626 0.000636893 0.000233021 -3.20086e-05 0.000183242 0.000431333 0.000706813 -0.000844724 -0.000763368 0.000577367 0.001493 0.000938844 5.87799e-05 0.000384765 0.00160953 0.000777632 0.00170638 0.00155491 0.00830683 0.00112936 4.38805e-05
internal_weight=1.32571e+06 1.32064e+06 363837 80989 32419 282848 225762 52062 46227 29701 19428 15979 173700 94857 15102 13403 27547 26991 13150 5781 4855 956804 73710 8724 6125 4571 4537 269 4268 2920
internal_count=1325707 1320641 363837 80989 32419 282848 225762 52062 46227 29701 19428 15979 173700 94857 15102 13403 27547 26991 13150 5781 4855 956804 73710 8724 6125 4571 4537 269 4268 2920
cat_boundaries=0 1
cat_threshold=870
is_linear=0
shrinkage=0.05


Tree=115
num_leaves=31
num_cat=4
split_feature=86 52 56 125 52 136 22 38 92 101 136 35 55 5 40 4 92 36 52 38 85 54 88 136 55 136 88 60 60 35
split_gain=5.23109 4.61893 7.71675 9.53282 8.17614 9.81074 7.49009 7.35149 6.4487 6.52769 6.27628 6.37608 6.17229 6.09613 6.0776 5.71541 5.65426 5.1054 4.9963 5.47091 5.90482 5.12262 4.97763 11.6532 4.97759 4.91258 4.87978 4.83915 4.67431 5.02349
threshold=0.92709091305732738 1.8450000286102297 225.49237823486331 0.95878320932388317 0.11499999836087228 0 7.1649999618530282 16.150000572204593 -0.16904257982969281 0.24746483564376834 1 16.650000572204593 9.1949996948242205 3.2500000000000004 9.8499999046325701 6.8500001430511483 -0.95060402154922474 18.750000000000004 0.39499999582767492 14.84999990463257 0.88548144698143016 2.554999947547913 -0.039728078991174691 2 0.95499998331069957 3 0.021021349355578426 0.47772249579429632 0.41890108585357672 6.8500001430511483
decision_type=2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2
left_child=1 2 16 4 13 7 22 28 9 17 11 14 -11 -4 18 26 -1 27 -5 20 -20 -22 -3 -24 -7 -17 -10 -8 29 -6
right_child=-2 6 3 10 5 24 8 -9 15 12 -12 -13 -14 -15 -16 25 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00078688867029349369 -0.0016218296790129411 -0.00038937951616851188 0.0048993311084427286 0.0045078885957001011 0.0087650017175738785 -0.00084003713629126177 -0.0010020109033423105 0.0023142420462355421 -0.00023023037292501039 0.0005227694884371878 -0.00027664581824452515 0.022904113309983262 0.0019560642183303902 0.0012207086255966069 0.0063511676266585215 0.0010800844636799235 4.8620947555936017e-05 0.0018556744681786344 0.0017115596668118339 0.010290326339753797 -0.0043931671192878174 0.011610926167297832 0.0023519574416466299 -0.00031134331546297199 0.00025162859564766747 4.8923905022501161e-05 -0.0063920980788657435 0.00024377183474687546 0.0015739386006772161 5.0012504286466665e-06
leaf_weight=20860 4961 216296 1448 1559 165 21913 11717 6655 148599 25713 2277 39 10611 5068 952 16283 691825 3402 3738 161 675 54 5668 14843 19947 39698 322 23289 7010 20121
leaf_count=20860 4961 216296 1448 1559 165 21913 11717 6655 148599 25713 2277 39 10611 5068 952 16283 691825 3402 3738 161 675 54 5668 14843 19947 39698 322 23289 7010 20121
internal_value=-1.26121e-06 4.82524e-06 7.97388e-05 0.000511261 0.000338573 0.000192491 -0.000111869 0.000823929 6.33601e-05 0.000460946 0.0020149 0.00273839 0.000941465 0.00203818 0.00263206 -8.16477e-05 2.41659e-05 6.49982e-06 0.0020598 0.00123512 0.000908756 -0.00320768 -0.000318788 0.000425627 -0.000319764 0.000349056 -0.000243554 -0.000173209 0.000460879 7.62524e-05
internal_weight=1.32587e+06 1.32091e+06 804467 91782 82327 75811 516441 33951 279634 74732 9455 7178 36324 6516 7139 204902 712685 38408 6187 4628 4467 729 236807 20511 41860 55981 148921 35006 27296 20286
internal_count=1325869 1320908 804467 91782 82327 75811 516441 33951 279634 74732 9455 7178 36324 6516 7139 204902 712685 38408 6187 4628 4467 729 236807 20511 41860 55981 148921 35006 27296 20286
cat_boundaries=0 1 2 3 4
cat_threshold=359 400 514 3344
is_linear=0
shrinkage=0.05


Tree=116
num_leaves=31
num_cat=0
split_feature=86 52 56 125 85 55 52 23 72 77 104 27 27 72 29 19 22 19 65 88 38 90 16 57 84 2 79 59 67 26
split_gain=4.72106 4.21819 9.37629 7.93166 7.04889 6.41515 6.33131 7.35761 6.9784 5.93475 5.95357 5.4836 5.31102 5.22016 5.04695 5.04293 4.97787 6.85719 8.18539 5.2548 8.52101 5.11621 5.22154 5.1459 4.86376 5.22773 4.77906 4.66443 4.63059 4.5145
threshold=0.92709091305732738 1.0950000286102297 225.49237823486331 0.95878320932388317 0.85652437806129467 1.5349999666213991 0.074999999254941954 5.3450000286102304 0.6540459692478181 1.3350000381469729 0.32328370213508612 177.50000000000003 338.50000000000006 0.25775027275085455 1010.9500122070314 13.344999790191652 6.0250000953674325 8.7100000381469744 1.7250000238418581 -0.66390717029571522 11.250000000000002 1.0000000180025095e-35 9.5450000762939471 255.34855651855472 0.89143970608711254 14.500000000000002 0.67500001192092907 239.52472686767581 1.1150000095367434 274.50000000000006
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 2 24 6 14 9 13 12 26 -3 28 15 -8 -4 -5 -7 17 18 -13 -19 -21 -18 -23 -24 -1 -26 -9 -27 -11 -28
right_child=-2 5 3 4 -6 11 7 8 -10 10 -12 16 -14 -15 -16 -17 21 19 -20 20 -22 22 23 -25 25 27 29 -29 -30 -31
leaf_value=4.6253089046441179e-05 -0.0015407381985382026 -0.0022452123659517207 0.02076965463592818 -0.0057016577143222096 0.00068834187503649452 -0.00049392959466504295 -0.00074215030704811568 -0.0027518222723660409 0.00018509578702909893 0.00030112605141421217 -0.0072664003166181337 0.0011884022375906733 0.0065387705246137242 0.0021566775556783263 0.0045608951385995369 0.0015432137575910523 -2.7246344244517281e-05 -0.0003528585549480387 -0.0004563908966977912 0.0017923434403603663 -0.0016708648153225215 0.0020775667616752275 0.00057100723956218433 -0.0034236443516348007 0.0016594143853814435 -0.0031375599687601171 0.003364404766158716 -0.00026494219844284917 -0.00068715586482018037 0.0012337036976928567
leaf_weight=676285 4961 4906 38 125 2933 4363 14080 568 20015 16823 317 12169 255 4334 2880 10003 404619 32388 19989 1952 19713 5896 7068 910 1247 3308 3745 2467 40117 7395
leaf_count=676285 4961 4906 38 125 2933 4363 14080 568 20015 16823 317 12169 255 4334 2880 10003 404619 32388 19989 1952 19713 5896 7068 910 1247 3308 3745 2467 40117 7395
internal_value=-1.19706e-06 4.58507e-06 8.37899e-05 0.000703597 0.00243206 -9.62107e-05 0.000500075 0.000327468 0.00075228 -0.000576215 -0.000433209 -3.87261e-05 -0.000612633 0.00231846 0.004134 0.000924527 -6.61443e-05 -0.000412112 0.00016602 -0.000756063 -0.00135883 5.12627e-06 0.000949236 0.000115363 3.26601e-05 -0.00127647 0.00172189 -0.00191042 -0.000395167 0.00194999
internal_weight=1.32587e+06 1.32091e+06 739675 56368 5938 581233 50430 46058 31723 62163 57257 519070 14335 4372 3005 14366 504704 86211 32158 54053 21665 418493 13874 7978 683307 7022 11708 5775 56940 11140
internal_count=1325869 1320908 739675 56368 5938 581233 50430 46058 31723 62163 57257 519070 14335 4372 3005 14366 504704 86211 32158 54053 21665 418493 13874 7978 683307 7022 11708 5775 56940 11140
is_linear=0
shrinkage=0.05


Tree=117
num_leaves=31
num_cat=2
split_feature=86 52 60 56 136 17 110 40 68 92 19 133 88 52 136 38 67 74 52 20 73 21 12 117 28 79 4 63 15 73
split_gain=4.26076 4.02425 7.82662 11.3166 6.9069 5.87807 5.07279 5.20453 5.0162 4.80951 4.67496 4.64708 4.61621 7.49363 8.40693 8.06336 5.28937 4.97172 8.60205 5.20466 4.93193 6.64483 5.92627 5.94251 5.04943 4.91324 5.79616 4.62268 4.51543 4.57462
threshold=0.92709091305732738 3.1950000524520878 0.42731185257434851 182.65007019042972 0 10.405000209808351 0.16490582376718524 15.550000190734865 328.59951782226568 -0.84294298291206349 11.120000362396242 1018.5499877929689 -0.71400153636932362 0.11499999836087228 1 16.150000572204593 3.1350001096725468 0.75273942947387706 0.98500001430511486 4.3350000381469735 0.61328500509262096 5.7349998950958261 2.6049998998641972 0.90255093574523937 1011.8500061035157 5.6349999904632577 7.8500001430511483 0.36765545606613165 1.8049999475479128 0.65135702490806591
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 10 6 9 7 -3 12 11 -4 -5 13 -1 15 -15 -16 18 27 -19 -14 -22 -23 24 -24 -17 -27 28 -18 -30
right_child=-2 2 3 5 -6 -7 -8 -9 -10 -11 -12 -13 20 14 16 25 17 19 -20 -21 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0020500501531959185 -0.0014637012773347049 -0.001771799232591016 0.0029992967573584176 0.00043518294330662194 -0.0015122400822722747 1.7068439942137936e-05 -0.00013902172677753946 0.0018846734940772662 0.0013351358129590632 -0.00084515335714009524 0.0007237725180067805 -0.014998640068711676 4.6097805180843362e-05 0.00039455250156607578 -0.0007101000897877615 0.0011483087490400984 0.0025093216282818811 0.02091023773717662 0.00013851610599704774 -0.00028623969192241442 -0.0014072769735198898 5.9165195536161149e-05 -0.0038074396471401168 0.0038580119721752372 -0.00092105704565943508 0.0043885881102315311 -0.00059980291881943783 0.0012708226996738191 0.012046806471896819 0.0045128186254070326
leaf_weight=6051 4961 8878 3983 10494 15736 287744 51585 1093 7697 37542 5209 49 698108 47927 25660 7273 1193 29 10135 21222 13236 45640 2207 492 4834 2926 727 2366 316 556
leaf_count=6051 4961 8878 3983 10494 15736 287744 51585 1093 7697 37542 5209 49 698108 47927 25660 7273 1193 29 10135 21222 13236 45640 2207 492 4834 2926 727 2366 316 556
internal_value=-1.13721e-06 4.35582e-06 -0.000122948 -2.10689e-05 -0.000577722 -6.84441e-05 -0.000338523 -0.00137098 6.41847e-05 -0.000580157 0.00170978 0.000363452 5.32042e-05 0.000333135 0.000246797 0.000673875 -0.000162135 0.000230393 0.000941931 -0.000257314 6.92929e-06 -0.00040482 -0.000155285 -0.00145457 -0.00182579 0.00189974 0.00339583 0.00277958 0.00450825 0.00724303
internal_weight=1.32587e+06 1.32091e+06 422313 345021 77292 335829 61556 9971 898595 48085 9192 10543 890898 126381 120330 58853 61477 35817 14566 21251 764517 66409 53173 7533 7041 10926 3653 4431 2065 872
internal_count=1325869 1320908 422313 345021 77292 335829 61556 9971 898595 48085 9192 10543 890898 126381 120330 58853 61477 35817 14566 21251 764517 66409 53173 7533 7041 10926 3653 4431 2065 872
cat_boundaries=0 1 2
cat_threshold=1379 371
is_linear=0
shrinkage=0.05


Tree=118
num_leaves=31
num_cat=1
split_feature=86 135 97 39 71 31 53 60 80 55 122 75 10 93 136 12 15 123 41 74 127 30 16 25 61 27 19 72 33 85
split_gain=3.95766 3.8773 3.61195 5.12423 3.88823 3.35087 5.55298 8.95172 7.75986 5.28126 5.76503 4.93926 5.17348 4.73406 7.86004 7.32401 8.98579 6.86828 4.68856 6.95906 6.31925 4.95168 4.58957 4.3724 4.54915 4.22698 8.10177 4.47581 4.13365 3.97674
threshold=0.9322359859943391 1008.8500061035157 -0.46293948590755457 15.250000000000002 249.67253875732425 1014.6499938964845 1.0549999475479128 0.45983526110649114 324.91091918945318 0.98500001430511486 0.72534674406051647 0.41564661264419561 0.55000001192092907 -0.16780704259872434 0 2.3149999380111699 1.544999957084656 1.0000000180025095e-35 11.34999990463257 0.49528791010379797 0.99353402853012096 1019.2500000000001 12.50999975204468 203.50000000000003 0.44249494373798376 196.50000000000003 9.5450000762939471 0.34309308230876928 12.34999990463257 0.88740864396095287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 13 8 9 -7 10 -8 12 -11 14 -1 16 17 25 29 20 21 -20 -13 -24 -25 -16 27 -27 -21 -10
right_child=-2 2 3 -5 -6 6 7 -9 18 11 -12 22 -14 -15 15 -17 -18 -19 19 28 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00056869742568465111 -0.0020075761444194504 -0.00044004337202792354 -0.013363389963734755 0.001179451562691568 -0.003078895629947319 4.7780114781191225e-05 -0.0013250968764959899 -1.2552616267018667e-05 0.002134247446586449 0.0038034289071853279 -0.0060678089507318579 -0.0003533777725806359 0.00014242054735082255 2.7259068634242476e-05 0.00096575153795152202 -0.00059102543191054456 0.0012591532543855012 0.0014035052321041755 0.016699528556971537 0.017751905175212485 -0.00041579182384671968 0.043261018658623751 0.00015744052283007465 -0.002015226691352786 -0.00060428686175365172 0.0032477627001299934 -0.00092049944876827381 0.00031961557106753629 -0.0045378506174669243 -0.00079893832940736403
leaf_weight=18746 2453 35879 178 254 190 417478 8811 238295 5148 1034 691 69295 14458 371405 9470 12716 40175 11127 74 26 41 23 5546 13205 10069 1417 19553 16518 104 1490
leaf_count=18746 2453 35879 178 254 190 417478 8811 238295 5148 1034 691 69295 14458 371405 9470 12716 40175 11127 74 26 41 23 5546 13205 10069 1417 19553 16518 104 1490
internal_value=-1.08092e-06 2.6382e-06 -0.000505532 -0.00428311 -0.00805346 1.70515e-05 -4.73795e-05 -0.000191413 7.52789e-05 -0.000537623 -0.00166999 -0.000442912 0.000386771 0.000118082 0.000378116 0.000538054 0.000684225 0.00028657 0.00173762 0.0082214 0.0160415 0.0229976 -0.000573916 -0.00110418 -0.00140481 2.19053e-05 -0.000216524 0.000550961 -7.98995e-05 0.00147585
internal_weight=1.32587e+06 1.32342e+06 36501 622 368 1.28692e+06 785788 361404 424384 123109 9502 113607 15492 501127 129722 110976 98260 58085 6906 268 138 97 98115 28820 23274 46958 37488 17935 130 6638
internal_count=1325869 1323416 36501 622 368 1286915 785788 361404 424384 123109 9502 113607 15492 501127 129722 110976 98260 58085 6906 268 138 97 98115 28820 23274 46958 37488 17935 130 6638
cat_boundaries=0 1
cat_threshold=4240
is_linear=0
shrinkage=0.05


Tree=119
num_leaves=31
num_cat=3
split_feature=78 119 88 92 89 132 92 69 31 52 55 80 107 92 136 123 67 54 5 79 136 64 3 84 136 108 92 97 89 125
split_gain=3.68389 6.40011 5.62245 3.99108 3.58327 3.41134 4.7604 4.58111 3.44896 5.93455 9.51133 6.40057 7.03965 5.71705 7.7998 7.79955 5.6579 5.55392 5.29917 5.89169 6.10734 5.82662 5.24833 5.66751 5.08838 5.15609 4.84862 4.84754 4.63323 4.58092
threshold=34.704999923706062 0.94260558485984813 0.067480105906724944 -0.58673125505447377 0.088962763547897353 1016.2500000000001 0.99999967217445385 220.9247741699219 1014.7500000000001 1.6549999713897707 2.4750000238418584 331.16197204589849 -0.29638524353504175 -0.14608868211507794 0 -0.73724925518035878 0.63499999046325695 6.0450000762939462 9.1500000953674334 8.9049997329711932 1 11.065000057220461 1.0000000180025095e-35 0.91446438431739818 2 -0.072251774370670305 0.9953901767730714 0.10307966172695161 0.040201563388109214 0.82409480214118969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2
left_child=5 2 3 -2 -3 8 7 -7 13 11 17 22 16 14 -1 -16 26 -11 19 20 -17 -22 24 -24 -10 -26 27 29 -21 -13
right_child=1 4 -4 -5 -6 6 -8 -9 9 10 -12 12 -14 -15 15 18 -18 -19 -20 28 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00055271133606771272 -0.0022396345531644295 0.0032418869656339667 -0.0041472067808845658 -0.00035849574865941584 -0.0031948444300796842 -0.008772096883231743 0.012226433402524186 -0.00066276662776031039 0.0031144280059585703 -0.0010700369814251316 -9.8921183198146496e-05 -0.0068744874636953073 -0.0010773547275059396 1.926937319103411e-05 -3.8121503078059025e-05 0.001269562361129805 0.0023356654950421577 0.0007680481006573373 -0.00047525511407468568 0.0012248358831019048 -0.00025376699038940205 0.0019240120961953615 4.7448952844791848e-05 -0.0021665881142989654 0.0094537276536690307 -0.00030146207204720973 0.0298998841047287 0.028954262224336464 0.0030908439322483291 0.0082350219152502579
leaf_weight=18919 3104 1600 1110 30775 250 176 71 16631 2725 40485 270913 60 1443 370637 39808 17381 3087 4574 7288 29523 21801 3575 429839 2910 142 2938 25 24 3749 306
leaf_count=18919 3104 1600 1110 30775 250 176 71 16631 2725 40485 270913 60 1443 370637 39808 17381 3087 4574 7288 29523 21801 3575 429839 2910 142 2938 25 24 3749 306
internal_value=-1.02708e-06 -0.000494031 -0.000645572 -0.000530846 0.00237206 1.30624e-05 -0.000693108 -0.000747686 2.24314e-05 -4.521e-05 -0.000210799 7.2764e-05 0.00186156 0.000122633 0.000392342 0.000537557 0.00307254 -0.00088345 0.000812675 0.000936134 0.000547862 5.30201e-05 5.25941e-05 3.25608e-05 0.00154603 0.00014781 0.00855385 0.00718551 0.00143509 0.00575805
internal_weight=1.32587e+06 36839 34989 33879 1850 1.28903e+06 16878 16807 1.27215e+06 759471 315972 443499 4945 512681 142044 123125 3502 45059 83317 76029 42757 25376 438554 432749 5805 3080 415 390 33272 366
internal_count=1325869 36839 34989 33879 1850 1289030 16878 16807 1272152 759471 315972 443499 4945 512681 142044 123125 3502 45059 83317 76029 42757 25376 438554 432749 5805 3080 415 390 33272 366
cat_boundaries=0 1 2 3
cat_threshold=4240 102 65
is_linear=0
shrinkage=0.05


Tree=120
num_leaves=31
num_cat=2
split_feature=86 58 54 136 127 129 97 39 93 20 56 104 68 8 28 94 136 39 60 59 15 28 87 74 54 82 66 122 110 13
split_gain=3.76857 4.67885 4.39437 4.74648 4.38643 3.72251 4.21698 5.89143 3.71411 3.66597 3.84152 4.06573 3.45644 5.04826 3.44162 4.96245 3.95294 5.51273 4.88648 5.12186 4.63812 3.69918 5.02811 4.59096 5.86321 4.18524 4.00975 4.48042 3.43693 4.03822
threshold=0.89049038290977489 117.68635940551759 0.064999999478459372 0 0.96811076998710643 31.500000000000004 -0.41067530214786524 15.150000095367433 -0.14634330570697782 5.4749999046325692 205.18117523193362 -0.98080813884735096 344.02233886718756 7.6499998569488534 1019.2500000000001 0.43218460679054266 1 9.3499999046325701 0.40454216301441198 160.17214202880862 0.78499999642372142 1022.2500000000001 0.7173658311367036 0.44363807141780859 0.30500000715255743 261.74890136718756 1.985000014305115 -0.5663846731185912 -0.93715545535087574 1.6150000095367434
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 -3 -4 -2 12 9 -8 -5 28 11 -11 14 -14 -1 16 20 -18 19 -19 -16 22 -21 24 25 -24 -26 -28 29 -7
right_child=1 2 3 8 -6 6 7 -9 -10 10 -12 -13 13 -15 15 -17 17 18 -20 21 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=8.4001650690135573e-05 -0.002807057686466212 0.0018915015478990654 -0.00098543177504324176 0.00028766881354748978 0.0021430083462868049 0.022024933368084022 -0.010166653258995267 0.0013627549015988432 -0.00049785315497893228 -0.0069123893392993617 -0.00050493617017551473 0.0013825603960390912 -0.0012461586350972151 0.0041948562390739094 0.0035498690984831129 3.6024892073619394e-05 0.0040472488087368239 -0.0051351987762569109 -0.00043954725690739264 -0.0032531724258503662 -8.1475958657036636e-05 -0.0024449609114019369 0.0024592823814600707 -0.00064501070691800873 0.00024306840423378163 0.027796341321663934 0.014955500679443012 0.00061699137917899842 -0.0022547480485158272 -0.0025500473637865592
leaf_weight=908763 3067 2347 19324 31703 524 32 262 192 28644 153 23997 4284 672 1166 900 195637 622 900 48186 1587 38269 4372 28 6801 776 39 111 107 3211 35
leaf_count=908763 3067 2347 19324 31703 524 32 262 192 28644 153 23997 4284 672 1166 900 195637 622 900 48186 1587 38269 4372 28 6801 776 39 111 107 3211 35
internal_value=2.67016e-06 -0.000318189 -0.000240844 -0.00030366 -0.00208474 2.48024e-05 -0.000506066 -0.00529078 -8.51689e-05 -0.000437567 -0.000255035 0.00109653 3.89272e-05 0.00220554 3.56282e-05 -0.000111723 -0.000393179 -0.000636705 -0.000683119 -0.0014804 1.96224e-06 -0.0012424 -0.000685986 -0.000167782 0.00289125 0.0172077 0.00192626 0.00791779 -0.00202088 0.00918726
internal_weight=1.32671e+06 85609 82018 79671 3591 1.2411e+06 32166 454 60347 31712 28434 4437 1.20894e+06 1838 1.2071e+06 298335 102698 63529 62907 14721 39169 13821 9449 7862 1061 67 994 218 3278 67
internal_count=1326711 85609 82018 79671 3591 1241102 32166 454 60347 31712 28434 4437 1208936 1838 1207098 298335 102698 63529 62907 14721 39169 13821 9449 7862 1061 67 994 218 3278 67
cat_boundaries=0 1 2
cat_threshold=6288 656
is_linear=0
shrinkage=0.05


Tree=121
num_leaves=31
num_cat=2
split_feature=86 58 54 95 127 79 76 88 128 97 39 28 20 53 80 68 8 92 28 94 136 39 92 15 112 79 34 20 136 115
split_gain=3.40126 4.22263 3.96595 4.37936 3.95876 3.64145 3.95499 3.40659 3.35995 3.92172 5.40523 3.31842 3.12189 3.40527 6.20795 3.11986 4.55606 3.39336 3.09942 4.47861 3.56753 4.97524 4.45875 4.1859 3.32007 7.73419 4.07512 3.78596 3.41562 3.36038
threshold=0.89049038290977489 117.68635940551759 0.064999999478459372 -0.73131835460662831 0.96811076998710643 11.875000000000002 19.095000267028812 0.41564023494720465 58.500000000000007 -0.41067530214786524 15.150000095367433 1011.4500122070314 5.4749999046325692 0.064999999478459372 288.43214416503912 344.02233886718756 7.6499998569488534 0.51236543059349071 1019.2500000000001 0.43218460679054266 0 9.3499999046325701 0.72481033205986034 0.78499999642372142 0.19936034083366397 1.4550000429153445 11.650000095367433 9.3649997711181658 1 0.62249094247818004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2
left_child=8 4 11 5 7 -4 -7 -2 15 12 -11 -3 -10 14 -14 18 -17 -18 24 20 23 -22 -23 -20 -1 -26 -27 28 29 -28
right_child=1 2 3 -5 -6 6 -8 -9 9 10 -12 -13 13 -15 -16 16 17 -19 19 -21 21 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=6.4967517355275702e-05 -0.0022861865546488333 -0.0012216272002949222 -0.00049392452094396784 -0.00051721911618343426 0.0020358579279999302 0.0016711770541274528 -4.6006067907337895e-05 -0.0099641434443918514 -0.0018817763231976912 -0.009692017687096207 0.0013329593153684983 0.0029679324927566844 -0.015258651295712647 -0.000288566968377926 0.011471344910475609 -0.001183850691709917 -0.00018446569061610676 0.0057300467850099979 0.0033723756866109195 3.4223645609638417e-05 0.0038448863675553109 -0.00056605754575796401 -0.0027862907326004901 -7.740216256820048e-05 -5.3250366513206959e-06 -0.0021657459919030468 0.0024852286561216348 0.0090389196672363264 -0.00017479075874894272 0.0099347056012051432
leaf_weight=888607 2915 656 8553 57702 524 6815 6601 152 3262 266 191 1691 26 27639 132 672 344 822 900 195637 622 60558 2349 38269 13499 540 5115 205 1291 156
leaf_count=888607 2915 656 8553 57702 524 6815 6601 152 3262 266 191 1691 26 27639 132 672 344 822 900 195637 622 60558 2349 38269 13499 540 5115 205 1291 156
internal_value=2.53628e-06 -0.000302285 -0.000228808 -0.000288483 -0.00198051 0.000312297 0.000826281 -0.0026667 2.35623e-05 -0.000486104 -0.0050842 0.00179693 -0.000418448 -0.000246725 0.00707274 3.68418e-05 0.00209526 0.00398511 3.37092e-05 -0.000106137 -0.00037352 -0.000604869 -0.000648963 1.86413e-06 7.9586e-05 0.000703929 0.00201421 0.00234777 0.00213873 0.00270058
internal_weight=1.32671e+06 85609 82018 79671 3591 21969 13416 3067 1.2411e+06 31516 457 2347 31059 27797 158 1.20959e+06 1838 1166 1.20775e+06 298335 102698 63529 62907 39169 909413 20806 7307 6767 6562 5271
internal_count=1326711 85609 82018 79671 3591 21969 13416 3067 1241102 31516 457 2347 31059 27797 158 1209586 1838 1166 1207748 298335 102698 63529 62907 39169 909413 20806 7307 6767 6562 5271
cat_boundaries=0 1 2
cat_threshold=656 807
is_linear=0
shrinkage=0.05


Tree=122
num_leaves=31
num_cat=0
split_feature=86 129 97 38 14 56 64 61 108 37 106 58 71 112 79 35 64 93 12 113 13 52 123 101 79 36 35 25 36 31
split_gain=3.11225 2.66644 4.31646 4.37404 3.08751 3.24526 3.63514 3.13946 4.71879 3.32914 3.03852 2.92341 2.90502 2.86407 4.56178 5.40854 4.45013 4.4294 3.99714 4.2403 3.79755 3.46455 4.91848 3.40822 7.25196 5.96407 6.10984 5.37908 5.68091 5.32061
threshold=0.9322359859943391 31.500000000000004 -0.41067530214786524 15.250000000000002 1.0549999475479128 222.26645660400393 21.275000572204593 0.19129947572946551 0.31613984704017645 13.250000000000002 -0.97603401541709889 207.20536804199222 247.38675689697268 -0.35019405186176294 1.9950000047683718 11.550000190734865 1.2849999666213991 0.41912744939327246 3.2649999856948857 0.026175950653851036 2.0849999189376835 0.23499999940395358 0.14780378341674807 -0.04727057367563247 2.9150000810623173 17.150000572204593 17.44999980926514 302.50000000000006 16.44999980926514 1011.1499938964845
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 13 4 11 -3 6 7 8 -6 -10 -9 12 -4 23 -15 16 20 18 19 -17 -16 22 -18 24 -1 27 29 -26 -29 -27
right_child=-2 2 3 -5 5 -7 -8 10 9 -11 -12 -13 -14 14 15 17 21 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.00085860026217620994 -0.0017593798651926924 -0.0029750382013588234 -0.016372849844844529 0.0011515802278575537 -0.012836680588467667 -0.00056660967313386281 0.0044564719005403194 -0.00527157761295469 0.016558680601752876 -0.001460907434941166 0.00030783369097793327 -0.0030839552934127362 -0.0025588763825033071 -3.1179887791777044e-07 -0.0041404939986037174 0.00049789950649356454 0.0078359916599594556 0.0024087066195004779 -0.0025399844990081906 0.0019026422818329517 0.0042339482627736002 -0.0002661707616347012 -0.0080946027348607272 2.2479833607745189e-05 -0.00041784584790837803 0.0043459779691750241 -0.0002156372228815041 0.0010936380131577833 -0.0033758498447321304 0.0011764513353868756
leaf_weight=35474 2502 1086 135 190 24 25279 550 251 89 36 8775 148 53 68667 1175 25359 271 4297 924 6816 153 6380 59 1058911 52998 1660 6720 10423 763 6543
leaf_count=35474 2502 1086 135 190 24 25279 550 251 89 36 8775 148 53 68667 1175 25359 271 4297 924 6816 153 6380 59 1058911 52998 1660 6720 10423 763 6543
internal_value=2.4094e-06 5.73818e-06 -0.000414999 -0.00491175 -0.000349461 -0.000268002 0.000508194 0.000271512 0.00747013 0.011369 0.000152678 -0.00834042 -0.0124785 1.77029e-05 0.000256852 0.000645517 -0.000531162 0.000898436 0.000702369 0.000795482 -0.00317567 -7.77903e-06 0.00498779 -5.54998e-06 -0.00026459 1.78219e-06 0.000902149 -0.000207556 0.000788773 0.00181785
internal_weight=1.32671e+06 1.32421e+06 36616 526 36090 35004 9725 9175 149 125 9026 336 188 1.28759e+06 114101 45434 8038 37396 33099 32175 1328 6710 330 1.17349e+06 114581 79107 14923 64184 11186 8203
internal_count=1326711 1324209 36616 526 36090 35004 9725 9175 149 125 9026 336 188 1287593 114101 45434 8038 37396 33099 32175 1328 6710 330 1173492 114581 79107 14923 64184 11186 8203
is_linear=0
shrinkage=0.05


Tree=123
num_leaves=31
num_cat=0
split_feature=86 15 94 12 23 31 117 79 32 128 97 37 52 23 107 38 66 101 68 8 92 30 95 38 68 52 76 11 101 25
split_gain=3.07031 3.80594 3.42386 4.35385 5.23167 4.46274 3.56614 3.57095 3.26761 2.76337 3.19673 4.58067 2.80403 3.67358 2.75864 2.92714 2.74828 2.72191 2.71155 4.07187 3.04148 2.70215 4.36366 3.16696 2.70346 5.02108 4.81986 4.42827 4.62015 3.82247
threshold=0.89049038290977489 1.075000047683716 0.036545654758811004 2.2949999570846562 5.305000066757203 1019.0499877929689 0.99535831809043895 13.385000228881838 19.94999980926514 58.500000000000007 -0.41067530214786524 15.150000095367433 1.5349999666213991 9.9549999237060565 -0.3544559627771377 16.349999427795414 0.62500000000000011 -0.67907989025115956 344.02233886718756 7.6499998569488534 0.51236543059349071 1021.0499877929689 0.35652039945125585 6.8500001430511483 285.86778259277349 0.15500000119209292 18.085000038146976 13.750000000000002 -0.67907989025115956 336.50000000000006
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=9 8 3 5 -5 6 7 -3 -2 18 12 -12 13 14 15 -11 17 -9 21 -20 -21 24 23 -23 26 27 -1 28 -26 -29
right_child=1 2 -4 4 -6 -7 -8 16 -10 10 11 -13 -14 -15 -16 -17 -18 -19 19 20 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=4.1437734782834664e-05 -0.001439619662511045 8.7766416341532281e-05 -0.00054042410750115182 -0.0048485546215606048 -0.00045053761747611086 -0.0018483554676359361 -0.01170277881309769 0.018466193691960404 0.0096504018811418672 -0.0023849358375037945 -0.0086636840111406696 0.0015619585802706642 -0.00020163970958694702 0.014957226090358967 0.0096383273010500342 0.0026682372112347844 0.0010653674136476882 0.0039297657295450988 -0.0011466665666549011 -0.00020755814837811646 0.0053919049727868115 0.017641377759476506 1.2829809567899814e-05 -0.00052549721260544929 0.018986622091486223 0.00018261319028592412 -0.00063176957147505306 0.004456505752152784 0.00093450980918478171 0.01623527639760421
leaf_weight=747520 7686 15673 35916 726 9855 2027 59 35 67 3396 275 182 27265 33 52 313 13162 403 672 344 822 24 131438 54982 36 243219 27568 589 2294 78
leaf_count=747520 7686 15673 35916 726 9855 2027 59 35 67 3396 275 182 27265 33 52 313 13162 403 672 344 822 24 131438 54982 36 243219 27568 589 2294 78
internal_value=2.28893e-06 -0.000287323 -0.00018212 0.00012472 -0.000752301 0.00042064 0.00057744 0.000602191 -0.00134378 2.22659e-05 -0.000439943 -0.00459133 -0.00037886 -0.00165243 -0.00179816 -0.0019585 0.00119503 0.00509135 3.43088e-05 0.00195331 0.00373992 3.13884e-05 -0.000143653 -0.000517571 6.3343e-05 0.000207677 1.74934e-05 0.00224175 0.00121343 0.00583393
internal_weight=1.32671e+06 85609 77856 41940 10581 31359 29332 29273 7753 1.2411e+06 31516 457 31059 3794 3761 3709 13600 438 1.20959e+06 1838 1166 1.20775e+06 186444 55006 1.0213e+06 246216 775088 2997 2330 667
internal_count=1326711 85609 77856 41940 10581 31359 29332 29273 7753 1241102 31516 457 31059 3794 3761 3709 13600 438 1209586 1838 1166 1207748 186444 55006 1021304 246216 775088 2997 2330 667
is_linear=0
shrinkage=0.05


Tree=124
num_leaves=31
num_cat=1
split_feature=85 135 52 78 124 57 126 28 94 136 1 0 10 22 75 93 17 20 68 55 15 107 119 24 112 16 93 93 18 65
split_gain=2.91342 2.47239 3.42582 2.38413 3.81547 3.08221 2.72346 2.5339 4.53001 4.65424 5.09116 4.44184 3.52649 3.37773 2.84644 2.805 2.52057 2.71889 6.55085 2.49423 2.38841 7.44154 3.15338 3.08169 2.75732 5.16546 6.59057 5.47352 7.83639 5.95589
threshold=0.92065271735191356 1022.8500061035157 7.805000066757203 43.23500061035157 0.99535831809043895 239.87431335449222 0.53727915883064281 1021.7500000000001 -0.58903241157531727 0 357.50000000000006 2.5000000000000004 6.7500000000000009 8.1849999427795428 0.35186773538589483 0.51817315816879284 10.405000209808351 4.2149999141693124 263.11599731445318 0.62500000000000011 0.70499998331069957 -0.91284391283988942 0.96811076998710643 258.50000000000006 -0.35019405186176294 13.344999790191652 0.19940284639596942 0.1002740114927292 7.4149999618530282 1.325000047683716
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 6 -5 20 9 10 11 -9 13 -11 -13 16 -10 18 -18 -14 21 22 -1 -24 25 27 -27 28 29 -22
right_child=-2 2 -4 4 -6 -7 -8 8 15 12 -12 14 19 -15 -16 -17 17 -19 -20 -21 24 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0015309638763740432 -0.00083682736474265888 -0.0042272286218419516 -0.00046639247742970313 -0.0041738874885358318 0.0033158755700529391 -0.00041673441903999702 -0.00093418164094729444 0.012418592109609007 -0.001167924537533647 -0.0052306275097352755 0.019187809003736168 0.0048759117450695054 -0.0080925219242299843 0.00067037237411619172 -0.0011400743846053322 4.6110918843356657e-05 0.03212192748878373 -0.0002640735396180135 -0.0078620483772829184 4.1868060412322754e-05 0.00035810238009513159 0.00011693609119426903 -0.00043590643399511465 0.022500942804402225 0.00030369464296239965 -0.00056891913102122607 -5.4419169178017885e-06 1.0367643491130602e-05 0.00043792634444548667 -0.00089853624538139469
leaf_weight=10552 10267 788 2615 1104 608 13832 1573 67 9016 1535 34 215 104 288 2300 94975 21 45206 20 1004 16812 24672 32 27 103979 70859 193880 510245 188610 21471
leaf_count=10552 10267 788 2615 1104 608 13832 1573 67 9016 1535 34 215 104 288 2300 94975 21 45206 20 1004 16812 24672 32 27 103979 70859 193880 510245 188610 21471
internal_value=2.17448e-06 8.71789e-06 -0.00133725 1.22062e-05 -0.000574029 -0.000717288 -0.00227024 1.99494e-05 -0.000169887 -0.00157291 -3.40514e-05 -0.000287298 -0.00293626 -0.00429838 -0.000625785 -0.000117738 -0.000404519 -0.000252401 0.0126175 -0.000721649 4.5699e-05 -0.00035927 -0.00146651 0.0100606 5.86198e-05 3.31849e-05 -0.00015626 0.000101223 0.000305542 -0.000346683
internal_weight=1.32671e+06 1.31644e+06 3403 1.31304e+06 17117 16509 2677 1.29592e+06 154785 5547 2616 2582 2931 1823 2515 149238 54263 45247 41 1108 1.14114e+06 35283 10611 59 1.10586e+06 1.00188e+06 264739 737138 226893 38283
internal_count=1326711 1316444 3403 1313041 17117 16509 2677 1295924 154785 5547 2616 2582 2931 1823 2515 149238 54263 45247 41 1108 1141139 35283 10611 59 1105856 1001877 264739 737138 226893 38283
cat_boundaries=0 1
cat_threshold=1202
is_linear=0
shrinkage=0.05


Tree=125
num_leaves=31
num_cat=2
split_feature=75 65 60 14 136 82 136 25 9 108 88 43 122 32 68 92 52 18 40 98 22 61 64 110 78 66 119 99 102 12
split_gain=3.50949 7.25778 4.01374 6.24538 5.11789 4.52759 3.78545 3.57926 3.60061 4.28742 3.52264 3.47128 3.46806 3.52979 3.20562 4.22777 4.11385 7.53427 7.70108 4.93943 3.83653 4.79418 3.2807 3.4413 3.1699 4.01671 4.00808 3.84945 4.02596 3.71197
threshold=0.72198352217674266 9.9949998855590838 0.57453939318656932 1.6250000000000002 0 268.25143432617193 1 297.50000000000006 2.0499999523162846 0.58577892184257518 -0.33046931028366083 13.650000095367433 -0.62249094247817982 8.9499998092651385 272.22010803222662 -0.58673125505447377 8.3550000190734881 11.120000362396242 11.150000095367433 -0.78352999687194813 6.8849999904632577 0.6604687273502351 17.775000572204593 -0.67482370138168324 38.274999618530281 5.0450000762939462 0.90992662310600292 0.10538833215832712 -0.62305325269699086 1.7250000238418581
decision_type=2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 3 5 12 -2 11 -6 9 -9 -4 -7 13 -5 15 -3 17 18 -16 -20 -19 22 23 -22 25 27 -26 -1 -29 -27
right_child=1 14 10 4 7 6 -8 8 -10 -11 -12 -13 -14 -15 16 -17 -18 20 19 -21 21 -23 -24 -25 26 29 -28 28 -30 -31
leaf_value=1.2389042046572759e-05 -0.0001215079346550135 -0.0026863871902468041 -0.00025674727205703514 0.008298213535359221 -0.0016843942926796603 -0.0019997541119036312 -0.00087394974804676749 0.0061105769332991562 -0.00053617823444479182 0.00048791693974821254 0.00097481395592321466 0.018845196580514312 -0.00013550893168750943 0.0012645791088396546 -3.4146653815587934e-05 -0.00030518064726996186 -7.4095006992661781e-05 0.00016540921329005648 -0.00022243270441178785 0.0076322386722865307 0.012031474220409134 0.00048371689198902662 0.0031035498332673238 0.0011729972186478085 -0.0012642541794093602 0.00077385555570332835 0.0022266894871018237 0.0029630302941611596 -0.00064309708114590176 0.00012479015199749239
leaf_weight=851711 9402 2011 47083 184 6069 14411 17510 439 14038 1489 6623 20 7424 5833 51110 25509 132157 7532 317 543 74 6764 5073 5225 7881 34693 918 2207 1192 60338
leaf_count=851711 9402 2011 47083 184 6069 14411 17510 439 14038 1489 6623 20 7424 5833 51110 25509 132157 7532 317 543 74 6764 5073 5225 7881 34693 918 2207 1192 60338
internal_value=-5.7011e-06 -0.000137228 -0.000436476 -0.000668309 -0.000181623 -0.00108593 -0.00136981 -0.000650506 -0.000257912 0.00176818 -0.000104872 -0.0019695 0.000587105 0.00147967 2.80578e-05 -0.000479185 9.49144e-05 0.00038636 4.48058e-05 0.00473697 0.00110594 0.00151934 0.00219471 0.00132463 4.4614e-05 5.33623e-05 -0.000900044 1.90908e-05 0.00169839 0.000361745
internal_weight=1.32578e+06 366840 130525 76819 35476 41343 31941 22035 15966 1928 53706 14431 13441 6017 236315 27520 208795 76638 51970 860 24668 17136 10372 5299 958940 950141 8799 855110 3399 95031
internal_count=1325780 366840 130525 76819 35476 41343 31941 22035 15966 1928 53706 14431 13441 6017 236315 27520 208795 76638 51970 860 24668 17136 10372 5299 958940 950141 8799 855110 3399 95031
cat_boundaries=0 1 2
cat_threshold=358 3842
is_linear=0
shrinkage=0.05


Tree=126
num_leaves=31
num_cat=1
split_feature=85 56 122 36 97 111 39 24 86 98 18 68 60 52 103 72 53 112 62 79 38 136 52 123 39 63 101 83 5 95
split_gain=3.02126 2.55713 2.95073 2.45751 4.03915 3.3607 2.78203 2.49982 2.45389 2.44695 5.72147 3.63302 4.68743 4.84654 5.35017 4.09263 4.39671 4.523 4.40889 4.13322 4.92717 4.27957 3.95495 3.5624 4.97393 4.16448 4.18376 4.90645 4.05555 3.88824
threshold=0.92680129408836376 242.61605072021487 -0.53727915883064259 7.0499999523162851 -0.79027602076530445 0.86870649456977855 7.2500000000000009 269.50000000000006 0.87055215239524852 -0.93423956632614125 6.0650000572204599 308.74444580078131 0.43556429445743566 5.9049999713897714 0.97469064593315136 0.64603766798973095 0.34499999880790716 0.87878364324569713 0.49002619087696081 6.1749999523162851 16.550000190734867 0 0.31499999761581426 -0.97625884413719166 18.150000572204593 0.45579923689365393 0.031812166795134551 265.95388793945318 4.8500001430511483 -0.67250570654869068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 7 -5 -7 10 -8 12 13 14 15 16 17 18 23 21 -21 -18 -14 24 25 28 27 -27 29 -12
right_child=1 -3 -4 6 -6 8 9 -9 -10 -11 11 -13 22 -15 -16 -17 19 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0040651675342337889 -0.0043684832202729885 -0.00039235075777442613 -0.00025233883301301957 0.0047722675626673296 -0.0011712238449725246 0.027174590734232753 -0.001187913800156637 -0.0052557524360084696 0.0085819256854140109 3.3469306944706706e-05 0.021290718116842286 0.0011751235768288615 0.0016795201494902105 -0.0014992777826474144 -0.0033344677709665998 -0.00077871478106802895 -0.0017482531555117525 0.021401959724192107 -0.0022597087494002402 7.0375570981769342e-05 0.0023918286770075589 -0.00015928172300224154 -2.5911286035866687e-06 0.001192135841396853 -0.0026426974109727787 0.045467294678092005 0.0060986815993498388 0.013702742932664772 0.00024404068579256296 0.0063369232623723673
leaf_weight=122 1090 3337 725 73 190 35 12344 418 36 1057146 52 5590 3570 9452 1412 22004 5837 28 770 13562 2749 15421 164990 4032 179 20 53 31 247 265
leaf_count=122 1090 3337 725 73 190 35 12344 418 36 1057146 52 5590 3570 9452 1412 22004 5837 28 770 13562 2749 15421 164990 4032 179 20 53 31 247 265
internal_value=-5.41637e-06 -0.00121387 -0.00272429 -7.01979e-07 0.00400386 0.0090985 -1.86369e-06 -0.00376482 0.0177473 -4.63724e-07 -0.000137063 -8.52313e-05 -0.000114026 -0.000439704 -0.000289467 -0.000223574 5.8887e-05 0.00135582 0.00125645 -0.00013709 0.000461625 -0.000596477 3.3035e-05 0.00181137 0.00475915 0.00674258 0.0159362 0.0261594 0.00504731 0.00878991
internal_weight=1.32578e+06 5152 1815 1.32063e+06 383 193 1.32024e+06 491 71 1.31975e+06 262608 250264 244674 76114 66662 65250 43246 5677 5649 37569 16311 21258 168560 4879 847 668 104 51 564 317
internal_count=1325780 5152 1815 1320628 383 193 1320245 491 71 1319754 262608 250264 244674 76114 66662 65250 43246 5677 5649 37569 16311 21258 168560 4879 847 668 104 51 564 317
cat_boundaries=0 1
cat_threshold=7232
is_linear=0
shrinkage=0.05


Tree=127
num_leaves=31
num_cat=2
split_feature=75 21 136 60 65 26 52 22 61 31 136 21 8 65 15 6 71 78 119 79 32 67 18 16 84 113 33 62 58 23
split_gain=3.17399 6.49537 4.71924 4.02108 3.95627 3.28719 3.10146 6.99463 4.18353 3.9614 5.40507 5.59574 3.38453 3.30757 3.16264 2.91604 3.43963 2.70039 4.41141 3.47437 6.25593 7.00214 6.65584 8.32443 4.79951 4.67391 4.63083 4.4757 5.24006 5.06506
threshold=0.749620020389557 5.3750000000000009 0 0.43973810970783239 10.694999694824221 352.50000000000006 10.204999923706056 7.5850000381469735 0.77826797962188732 1014.4500122070314 1 8.3350000381469744 10.550000190734865 21.154999732971195 2.3149999380111699 6.9500000476837167 261.45733642578131 38.274999618530281 0.90992662310600292 8.4549999237060565 11.650000095367433 1.5149999856948855 7.4149999618530282 9.5450000762939471 0.88116940855979931 0.47714059054851538 21.550000190734867 0.34927146136760717 182.67262268066409 6.0450000762939462
decision_type=2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 5 15 -3 -2 7 14 9 10 -9 -12 -8 -11 -6 16 -4 19 -19 24 -21 25 -23 27 -1 -22 -26 29 -29 -24
right_child=1 4 3 -5 6 -7 12 8 -10 13 11 -13 -14 -15 -16 -17 -18 18 -20 20 21 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=2.9251308783964508e-05 0.0018393330309324947 -0.00035254915321497458 0.0014050474471381917 -0.00062639044624109258 -0.00053556365391566995 -0.014636312052607537 -0.00027780044654844197 -0.00013201599834436006 -0.00048508456993884096 -3.1021185599966955e-05 0.0019294024164805024 0.0053866190354014479 0.00031779913077150637 0.0015161324350044629 0.00023328910983342195 -0.001621965828252266 -0.0047276535967868873 -0.001099414867817025 0.0023346684410246645 -0.00027644224741133746 0.0012892358908778475 -0.0005631581649298453 0.0010113813195198327 -1.4880380301963303e-05 -0.00076803438877736079 0.011533329632948154 0.017699701437617048 0.0030182488629554435 0.00023400719202074945 0.0030184013286931664
leaf_weight=832745 1294 103620 258 4369 21732 31 96711 2359 4564 8031 5774 1468 31661 6062 34783 2824 2009 9441 1038 36290 19058 17927 7580 32355 20861 112 34 1932 13486 5371
leaf_count=832745 1294 103620 258 4369 21732 31 96711 2359 4564 8031 5774 1468 31661 6062 34783 2824 2009 9441 1038 36290 19058 17927 7580 32355 20861 112 34 1932 13486 5371
internal_value=-5.14627e-06 -0.000140202 -0.00134688 -0.00173733 -9.9118e-05 0.00144297 2.4087e-05 0.000258792 0.000901087 0.0011681 0.00195138 0.00262658 -0.000130905 0.000634476 -6.23617e-05 -0.00269412 -0.00402971 3.91697e-05 -0.000759251 4.76401e-05 0.000284226 0.000492225 0.000283378 0.000533294 1.04713e-05 0.00134909 -0.000737984 0.00115849 0.000582895 0.00184373
internal_weight=1.32578e+06 327550 10785 9460 316765 1325 213145 84773 28258 23694 9601 7242 128372 14093 56515 5091 2267 998230 10479 987751 134111 97821 78651 60724 853640 19170 20895 28369 15418 12951
internal_count=1325780 327550 10785 9460 316765 1325 213145 84773 28258 23694 9601 7242 128372 14093 56515 5091 2267 998230 10479 987751 134111 97821 78651 60724 853640 19170 20895 28369 15418 12951
cat_boundaries=0 1 2
cat_threshold=52 5296
is_linear=0
shrinkage=0.05


Tree=128
num_leaves=31
num_cat=3
split_feature=75 21 136 60 65 26 52 22 53 53 31 136 21 31 67 8 65 67 24 38 8 41 120 6 71 60 31 61 28 136
split_gain=2.86453 5.86207 4.25911 3.62903 3.57052 2.96669 2.79905 6.31262 4.01537 3.68073 3.23782 5.00049 3.909 3.5225 3.65047 3.05454 3.00774 2.85607 3.33356 2.80942 2.759 2.69491 2.67971 2.63173 3.10427 2.57944 2.57165 5.12227 4.78197 4.28972
threshold=0.749620020389557 5.3750000000000009 0 0.43973810970783239 10.694999694824221 352.50000000000006 10.204999923706056 7.5850000381469735 0.2650000005960465 15.315000057220461 1014.7500000000001 1 8.3350000381469744 1009.1499938964845 48.125000000000007 10.550000190734865 21.154999732971195 9.2249999046325701 140.50000000000003 10.550000190734865 6.3500001430511483 9.4499998092651385 -0.9914070963859557 6.9500000476837167 261.45733642578131 0.70899581909179699 1018.1499938964845 0.50803485512733471 1012.2500000000001 2
decision_type=2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=-1 2 5 23 26 22 7 17 -9 10 11 -10 20 -14 -15 -8 -12 -6 -19 -20 -13 -22 -2 24 -4 -18 28 -28 -3 -30
right_child=1 4 3 -5 6 -7 15 8 9 -11 16 12 13 14 -16 -17 25 18 19 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=3.721125100262591e-05 0.018661712950257505 -0.00079912972647116121 0.0013347951364464329 -0.00059507092247660677 -0.0012910494307585617 -0.013904496714953455 -0.00026391042437827445 0.016492021358685521 -0.00019151383120977449 -0.0011071561469917092 -8.3771614830005763e-05 0.0010660622171848684 0.00067136052051868422 0.004944599736996882 0.015481436242275362 0.00030190917572939897 0.0019033745957263159 0.006089273131542762 0.00085595925688062657 -0.00014424842564269666 0.0031426122551125413 0.018514350276633069 0.0014412845508658008 -0.0015408675255009332 -0.004491270916658313 -0.00052447619912103277 -0.0014848340745943658 -0.00020497098601851376 0.0012068966381587594 -9.3122033429355604e-05
leaf_weight=998230 23 20913 258 4369 4344 31 96711 41 2773 2249 8648 4740 487 1247 88 31661 4846 227 8369 43575 1697 29 1271 2824 2009 1413 12741 20231 7456 42279
leaf_count=998230 23 20913 258 4369 4344 31 96711 41 2773 2249 8648 4740 487 1247 88 31661 4846 227 8369 43575 1697 29 1271 2824 2009 1413 12741 20231 7456 42279
internal_value=-4.88901e-06 -0.000133192 -0.00127954 -0.00165046 -9.41623e-05 0.00137083 2.28823e-05 0.000245851 0.00085603 0.000833311 0.00100137 0.00164952 0.00226299 0.00431133 0.00563916 -0.00012436 0.000520441 -5.92437e-05 4.33222e-05 1.69009e-05 0.00168931 0.00340089 0.00174737 -0.00255942 -0.00382823 0.00135528 -0.000334922 -0.000699534 -0.000164754 0.000101994
internal_weight=1.32578e+06 327550 10785 9460 316765 1325 213145 84773 28258 28217 25968 11061 8288 1822 1335 128372 14907 56515 52171 51944 6466 1726 1294 5091 2267 6259 103620 32972 70648 49735
internal_count=1325780 327550 10785 9460 316765 1325 213145 84773 28258 28217 25968 11061 8288 1822 1335 128372 14907 56515 52171 51944 6466 1726 1294 5091 2267 6259 103620 32972 70648 49735
cat_boundaries=0 1 2 3
cat_threshold=52 5296 66
is_linear=0
shrinkage=0.05


Tree=129
num_leaves=31
num_cat=3
split_feature=84 2 52 136 60 0 28 107 60 0 93 56 87 32 75 21 100 15 59 136 55 28 4 136 109 55 89 29 135 35
split_gain=2.69301 4.69637 3.29565 2.90065 3.99306 2.56461 2.55602 2.43969 2.81643 2.74912 2.85134 3.09181 2.76717 2.44243 2.31939 5.4861 3.5502 3.42458 3.34799 3.08437 2.90136 3.41081 2.61321 4.28218 3.64512 3.39923 3.15906 4.72124 3.08062 2.67104
threshold=0.90654012560844432 12.500000000000002 1.6950000524520876 0 0.50803276896476757 82.500000000000014 1008.8500061035157 -0.7033654749393462 0.4377278089523316 321.50000000000006 0.43778024613857275 192.26662445068362 0.8807959556579591 12.84999990463257 0.72198352217674266 5.6549999713897714 -0.97460347414016713 2.3149999380111699 109.60454177856447 1 1.1749999523162844 1010.8500061035157 6.8500001430511483 2 0.84432879090309154 0.42499999701976782 -0.07794389501214026 1025.549987792969 1019.6499938964845 11.050000190734865
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2
left_child=14 2 -2 6 5 -5 -3 8 9 -8 11 -11 -13 -12 -1 17 -17 18 -16 20 21 -20 24 25 26 -24 -18 28 -28 -26
right_child=1 3 -4 4 -6 -7 7 -9 -10 10 13 12 -14 -15 15 16 22 -19 19 -21 -22 -23 23 -25 29 -27 27 -29 -30 -31
leaf_value=4.7457866966612483e-05 0.0026934685402544845 0.013913386654204283 -3.3237082356798851e-05 -0.0043563745062635932 -0.00012914738188060386 -0.0012083005488232644 0.002648347447678074 -0.0005469677935537779 -0.00126343360639343 -0.0055135116757204141 0.034562830319628118 0.0026424062205478551 0.019916883614674516 0.0098523375950753701 -0.0052243011025869222 -0.0031383185076429665 -0.00013708291261098549 0.0010118383725578046 0.022168239605213916 -0.001160561677256337 -0.00014717908366235308 0.0039412790155521097 0.0053991038785044 6.4112803436445695e-05 -0.0024629041348061724 0.00098490829401688879 0.00091476433968619311 -0.011974648054374357 0.016706744521375626 -0.00058873277779875641
leaf_weight=945149 1814 39 2848 677 12010 14576 317 1065 236 36 20 44 49 20 481 930 203339 2124 28 17140 736 308 460 94989 2592 8405 8114 71 31 7132
leaf_count=945149 1814 39 2848 677 12010 14576 317 1065 236 36 20 44 49 20 481 930 203339 2124 28 17140 736 308 460 94989 2592 8405 8114 71 31 7132
internal_value=-4.64421e-06 -0.00044555 0.00102773 -0.000681668 -0.000810784 -0.00134803 0.00124372 0.000974172 0.00321796 0.00539411 0.0105444 0.00692796 0.011744 0.0222076 6.87334e-06 -0.000103708 -5.34655e-05 -0.00089067 -0.00110684 -0.000998096 0.00159547 0.00546019 -4.46417e-05 0.00016227 -0.000141753 0.00121259 -9.82449e-05 0.000862963 0.000974869 -0.00108831
internal_weight=1.32578e+06 33751 4662 29089 27263 15253 1826 1787 722 486 169 129 93 40 1.29203e+06 346880 326063 20817 18693 18212 1072 336 325133 103854 221279 8865 211555 8216 8145 9724
internal_count=1325780 33751 4662 29089 27263 15253 1826 1787 722 486 169 129 93 40 1292029 346880 326063 20817 18693 18212 1072 336 325133 103854 221279 8865 211555 8216 8145 9724
cat_boundaries=0 1 2 3
cat_threshold=258 48 2064
is_linear=0
shrinkage=0.05


Tree=130
num_leaves=31
num_cat=1
split_feature=113 82 17 9 75 88 56 86 101 79 121 43 136 104 100 85 53 29 37 82 71 127 42 0 39 66 35 9 35 19
split_gain=2.6475 4.80768 3.94813 3.98479 3.14252 3.12207 3.07584 2.7257 2.63725 6.97275 6.81699 5.64833 11.2466 7.34685 4.54007 4.29353 4.05754 4.03022 3.72042 3.67991 3.8564 3.50007 3.49297 3.40783 3.40533 3.23735 3.21974 3.08604 4.81997 3.88712
threshold=0.061046212911605842 270.37197875976568 14.039999961853029 8.4499998092651385 0.58324077725410473 0.19997753202915194 219.18742370605472 0.9322359859943391 -0.04727057367563247 0.80500000715255748 -0.87878364324569691 9.0500001907348651 0 -0.95513442158699025 -0.51934814453124989 0.85304483771324169 1.2150000333786013 1013.0499877929689 19.650000572204593 257.01930236816412 262.02020263671881 0.44618082046508795 -1.0000000180025095e-35 324.50000000000006 7.9500000476837167 0.50499999523162853 18.650000572204593 1.0000000180025095e-35 19.550000190734867 8.7100000381469744
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 5 -4 -3 -5 8 9 24 18 12 15 16 -10 -12 -13 25 22 -17 21 -21 -11 -15 -1 -18 -20 28 29 -14
right_child=1 2 4 6 -6 -7 -8 -9 14 10 11 13 27 23 -16 19 17 -19 26 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.018781343782320763 8.607560681085969e-05 0.00024727044867140608 0.0031644555191729633 -0.005788392344880891 0.00077047100476312946 0.0046327519841664498 0.00075233993168375497 -0.0016766529236278826 0.0015857904474699651 0.019032375767827035 0.0010054250326251896 -0.0033877483492115302 0.002962488394792562 -9.413659910508658e-05 9.4373286313606256e-06 0.00041546866156916707 0.0070601507469828049 -0.0020113277274062132 0.0038743674456963705 0.0048299363509998776 0.0017099236075380992 0.011407178103749912 0.00033282393865092619 0.0033986644142061937 -0.001882313926552166 -0.00021046253193659546 0.00075435054708448371 -0.00039663292408187309 0.01912409796269559 -0.00014235967614675558
leaf_weight=20 28588 2597 3449 444 2275 481 302 2455 4586 25 4617 2979 1422 3979 1143454 568 161 6355 1483 562 504 316 23228 847 6450 3122 1869 75240 36 3463
leaf_count=20 28588 2597 3449 444 2275 481 302 2455 4586 25 4617 2979 1422 3979 1143454 568 161 6355 1483 562 504 316 23228 847 6450 3122 1869 75240 36 3463
internal_value=-4.99435e-08 0.000410516 0.00138193 0.00013799 0.00221297 0.000932591 -0.00314054 -1.22087e-05 -9.02948e-06 -0.000216174 -0.000136904 -0.00031934 -0.000154225 -0.00114031 1.57343e-05 0.0018335 -0.00177494 -0.00127644 0.000577418 0.00380353 0.00519602 0.00719714 0.000352928 0.000518877 -0.00181844 0.000146092 0.00213472 -0.000317253 0.00089578 0.000761447
internal_weight=1.32588e+06 38136 9548 3824 5724 3078 746 1.28774e+06 1.28529e+06 137246 130776 104171 86728 17443 1.14804e+06 6567 12617 9638 26605 1950 1382 878 23253 4826 6470 3283 3352 80161 4921 4885
internal_count=1325877 38136 9548 3824 5724 3078 746 1287741 1285286 137246 130776 104171 86728 17443 1148040 6567 12617 9638 26605 1950 1382 878 23253 4826 6470 3283 3352 80161 4921 4885
cat_boundaries=0 1
cat_threshold=32
is_linear=0
shrinkage=0.05


Tree=131
num_leaves=31
num_cat=0
split_feature=113 82 9 88 12 65 102 97 71 75 14 82 86 0 121 101 79 121 43 104 9 38 78 81 97 100 28 52 120 52
split_gain=2.38937 4.33894 2.82122 3.26945 3.53511 3.22179 2.74755 2.64129 2.84274 2.56419 3.58925 2.79893 2.45995 2.39132 2.38326 2.38011 6.29291 6.15234 5.09761 6.63053 4.84611 4.4052 4.56881 4.55884 4.57133 4.09741 4.01223 4.38265 4.0782 3.80784
threshold=0.061046212911605842 270.37197875976568 8.3499999046325701 0.24385193735361102 1.9149999618530276 2.3149999380111699 -0.20527796447277066 1.0000000180025095e-35 215.37861633300784 0.47722920775413519 0.70499998331069957 300.10786437988287 0.9322359859943391 1.0000000180025095e-35 -0.64942333102226246 -0.04727057367563247 0.80500000715255748 -0.87878364324569691 9.0500001907348651 -0.95513442158699025 5.4500000476837167 17.150000572204593 6.0250000953674325 308.67872619628912 -0.95915612578392018 -0.51934814453124989 1014.2500000000001 1.1549999713897707 0.85260769724845897 0.15500000119209292
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=12 13 3 7 -5 -4 -7 9 -9 10 11 -3 15 -2 -11 16 -1 -18 20 26 21 29 -23 24 -24 -17 28 -28 -20 -19
right_child=1 2 5 4 -6 6 -8 8 -10 14 -12 -13 -14 -15 -16 25 17 18 19 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0017275166991071865 -0.002298032293672658 -0.0070362962535000413 0.0017646865432966599 0.0034687061800347477 0.013295433673608519 -0.006891332871610212 -0.00084868807666153812 -0.0037322957438076492 0.0034020179744585228 0.0025240430635178968 0.0036606529913269584 0.0098366225479791566 -0.0015928202784893956 0.00016964417306214723 -6.6567974891933311e-06 0.0015065009289195171 0.00054854730894477973 0.0023525666893347004 -0.00031024243962967068 0.00049293291807627328 -0.0005055521234093159 0.00067141111135494503 0.00099749744108142612 -0.0021092675653916096 0.0070683306221504929 8.9654620769510546e-06 -0.0054226407127925943 -0.0019686662488951167 -0.0039941424632520201 -9.6015276776967144e-05
leaf_weight=6470 1018 136 904 713 105 250 760 468 199 1495 2025 30 2455 27570 2463 4586 26605 1667 5545 4826 45105 4912 480 278 876 1143454 1121 5082 869 33410
leaf_count=6470 1018 136 904 713 105 250 760 468 199 1495 2025 30 2455 27570 2463 4586 26605 1667 5545 4826 45105 4912 480 278 876 1143454 1121 5082 869 33410
internal_value=-4.74461e-08 0.00038999 0.00131284 0.00174319 0.00473008 -0.000403636 -0.00234439 0.00138473 -0.00160377 0.0017089 0.00308123 -0.00398697 -1.15983e-05 8.17718e-05 0.000949229 -8.57801e-06 -0.000205366 -0.000130059 -0.000303373 -0.00108329 -0.000146513 0.000242561 0.00143328 0.00372355 0.00491936 1.49476e-05 -0.0016862 -0.00259287 -0.000809355 2.03512e-05
internal_weight=1.32588e+06 38136 9548 7634 818 1914 1010 6816 667 6149 2191 166 1.28774e+06 28588 3958 1.28529e+06 137246 130776 104171 17443 86728 41623 6546 1634 1356 1.14804e+06 12617 6203 6414 35077
internal_count=1325877 38136 9548 7634 818 1914 1010 6816 667 6149 2191 166 1287741 28588 3958 1285286 137246 130776 104171 17443 86728 41623 6546 1634 1356 1148040 12617 6203 6414 35077
is_linear=0
shrinkage=0.05


Tree=132
num_leaves=31
num_cat=0
split_feature=84 3 0 60 71 86 71 57 111 58 12 53 125 40 12 57 135 71 25 79 17 115 41 32 11 24 57 125 17 94
split_gain=2.32154 4.21766 3.06397 2.39504 2.45514 2.51838 2.35669 2.31276 2.28384 4.87022 7.73612 3.77183 4.86406 3.83607 3.68242 4.0242 3.58162 3.69317 2.96669 6.66585 5.98815 4.80177 4.17958 3.82555 4.76515 3.57135 3.69032 4.38644 3.55462 7.13391
threshold=0.90543812513351452 17.500000000000004 23.500000000000004 0.52346339821815502 199.72209930419925 0.9322359859943391 241.97302246093753 173.51110839843753 -0.52719905972480763 220.95121765136722 1.3049999475479128 2.7949999570846562 -0.13052122294902799 14.650000095367433 1.7150000333786013 221.08276367187503 1013.1499938964845 288.99787902832037 195.50000000000003 1.8750000000000002 13.344999790191652 0.21643137186765674 18.750000000000004 11.949999809265138 1.0000000180025095e-35 174.50000000000003 295.71444702148443 -0.55191597342491139 13.344999790191652 0.22352797538042071
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=8 6 -3 4 -4 -6 7 -2 9 10 11 12 -1 -13 16 -16 -11 -18 19 -10 22 23 25 24 -22 26 -21 -28 -20 -30
right_child=1 2 3 -5 5 -7 -8 -9 18 14 -12 13 -14 -15 15 -17 17 -19 28 20 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0044096184010582662 0.0058408269607753034 -0.0038734414531533105 0.0021073543665637278 2.8355245184758754e-06 -0.00087419756605303751 -0.0035920128926392627 0.001202095290125888 -0.0045605023993203634 -1.0351095175079562e-05 0.0007855451071463439 -0.002717555337453065 -0.0031988616990286153 -0.0012699662545316514 0.0047055619051827799 -0.0027311046827904351 -0.00020557988336727462 0.0041389402753252182 0.024100023102073466 5.8758724631767604e-05 0.0006793258461811868 -0.021576433683987019 0.0039069853740469609 0.01764440019360336 0.001379073310764039 -0.00046051260096767807 -0.0011948760193262152 0.030390556110069158 0.005472117072335192 -0.00053490426017299133 -1.371193933873083e-07
leaf_weight=969 64 705 654 12218 16769 898 4940 324 54964 6847 4730 817 617 189 1659 32032 84 32 827496 1693 27 1669 32 17708 2554 4767 20 151 83453 246795
leaf_count=969 64 705 654 12218 16769 898 4940 324 54964 6847 4730 817 617 189 1659 32032 84 32 827496 1693 27 1669 32 17708 2554 4767 20 151 83453 246795
internal_value=-4.50736e-08 -0.00039288 -0.000614613 -0.000539382 -0.000900979 -0.00101234 0.000907388 -0.00284482 1.1098e-05 -0.0003274 -0.00151445 0.000681031 0.0022001 -0.00171384 -0.000113606 -0.000329941 0.000933146 0.00964545 2.41805e-05 0.000311857 0.000930629 0.00132902 -0.000382283 0.00111696 -0.000681408 -0.000469277 0.00138637 0.00838655 3.41129e-06 -0.000135272
internal_weight=1.32588e+06 36572 31244 30539 18321 17667 5328 388 1.2893e+06 47976 7322 2592 1586 1006 40654 33691 6963 116 1.24133e+06 83585 28621 21958 6663 20289 2581 6631 1864 171 1.15774e+06 330248
internal_count=1325877 36572 31244 30539 18321 17667 5328 388 1289305 47976 7322 2592 1586 1006 40654 33691 6963 116 1241329 83585 28621 21958 6663 20289 2581 6631 1864 171 1157744 330248
is_linear=0
shrinkage=0.05


Tree=133
num_leaves=31
num_cat=0
split_feature=85 15 108 12 52 34 73 89 70 61 106 122 1 113 78 120 111 76 87 94 68 17 63 22 1 92 107 21 87 63
split_gain=2.31402 2.09312 5.62766 4.8705 5.98747 5.03066 4.57124 4.47324 4.43847 5.10174 4.86635 3.99297 3.44185 3.0905 2.91467 2.88925 2.64429 2.39904 3.01525 3.27572 3.82968 3.58117 2.97744 3.43985 3.79986 2.75638 2.72448 2.52453 2.79833 2.44014
threshold=0.92680129408836376 0.63499999046325695 0.53396788239479076 0.50499999523162853 0.31499999761581426 12.050000190734865 0.84922850131988536 -0.45539362728595728 223.91449737548831 0.26165467500686651 -0.97236856818199147 -0.99535831809043873 296.50000000000006 0.84335932135581981 2.7250000238418584 0.19936034083366397 0.59287139773368847 0.80500000715255748 0.82887712121009838 -0.43419703841209406 264.23332214355474 3.6349999904632573 0.35745686292648321 5.1250000000000009 257.50000000000006 -0.46089684963226313 -0.98525524139404286 6.2550001144409189 0.49058054387569433 0.3929136991500855
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 2 3 4 5 -1 8 13 9 -7 11 -10 -13 -5 -4 16 -16 -9 19 27 21 -21 23 -23 26 -22 -25 28 -19 -27
right_child=-2 -3 14 7 -6 6 -8 17 10 -11 -12 12 -14 -15 15 -17 -18 18 -20 20 25 22 -24 24 -26 29 -28 -29 -30 -31
leaf_value=-0.01201355201311608 -0.001055585412239875 1.2041243409165848e-05 5.7407124763211916e-05 -0.0014182408542936214 -0.0015287844772400023 0.033422803075919896 0.030057017523795367 -0.008525118329864842 0.022594882955623643 0.0037645679286376029 -0.0048560016957551475 0.0027292881932357111 0.019599565874253003 0.013296327406230072 0.007077190043803837 -0.0064229458734520115 0.02816798367497066 0.01000897542194084 -0.0078809723883104098 0.024928541351109744 0.0070481889133684741 0.00072555776171308632 -0.0061268432875539163 -0.008874137760140002 0.027450992749072613 -0.01238107496245327 0.015473891994743437 0.00079373835708170914 -0.0064301355741732714 0.0024063535482407765
leaf_weight=39 5172 1299966 13284 4065 842 29 20 277 37 29 116 222 35 36 42 22 23 27 315 20 38 120 67 20 32 98 27 190 628 39
leaf_count=39 5172 1299966 13284 4065 842 29 20 277 37 29 116 222 35 36 42 22 23 27 315 20 38 120 67 20 32 98 27 190 628 39
internal_value=-4.28202e-08 4.09078e-06 -0.000494262 -0.00160381 0.00108722 0.00526688 0.0066479 -0.00221792 0.00564751 0.0185937 0.0038161 0.00723775 0.0050268 -0.00128907 0.000117149 0.00923909 0.0145401 -0.00422488 -0.00349004 -0.00243098 0.000959256 0.00452407 0.0029899 0.00605935 0.0141613 -0.00486667 0.00511303 -0.00428056 -0.00575249 -0.00817152
internal_weight=1.32588e+06 1.3207e+06 20739 7368 1369 527 488 5999 468 58 410 294 257 4101 13371 87 65 1898 1621 1306 461 286 266 199 79 175 47 845 655 137
internal_count=1325877 1320705 20739 7368 1369 527 488 5999 468 58 410 294 257 4101 13371 87 65 1898 1621 1306 461 286 266 199 79 175 47 845 655 137
is_linear=0
shrinkage=0.05


Tree=134
num_leaves=31
num_cat=1
split_feature=84 15 39 136 92 67 71 103 13 62 60 23 69 111 41 68 60 1 36 102 23 59 54 55 86 39 74 53 65 22
split_gain=2.15515 4.12008 4.03841 3.74085 6.82467 3.00208 4.39852 3.62051 3.27003 3.20492 3.11553 5.18285 3.49312 3.05535 3.48061 2.99826 2.94036 2.93541 5.10008 3.45073 3.14643 3.1285 2.9314 3.46363 3.47702 3.72953 3.43732 3.63881 3.46251 3.42708
threshold=0.87770614027977001 1.1449999809265139 21.94999980926514 0 -0.10582985728979109 1.3149999976158144 272.08158874511724 0.97469064593315136 2.5949999094009404 0.23739276826381686 0.22044127434492114 6.5450000762939462 307.06092834472662 0.62545031309127819 11.250000000000002 311.74876403808599 0.24682933837175372 4.5000000000000009 21.349999427795414 0.20937757194042209 5.1949999332427987 322.11167907714849 1.7250000238418581 6.7650001049041757 0.89330530166625988 14.550000190734865 0.56421759724617015 2.8850001096725468 1.7649999856948855 6.2449998855590829
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 13 9 -8 10 11 12 -7 15 -15 -3 -12 18 19 21 -19 -5 -18 24 26 -26 28 29 -24 -28
right_child=1 3 -4 17 -6 7 8 -9 -10 -11 16 -13 -14 14 -16 -17 22 20 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=2.1859079532045228e-05 -0.00099056321929296017 -0.00076006850682269463 0.011220165204448518 0.0023349832776321465 -0.00031189616964231266 0.014510289032240303 0.0045402315548815778 -0.015996910795343645 -0.0094464393890311207 0.00042222186960239679 -0.0062503289618083121 0.034011887311935426 -0.005842662340885884 0.0016078991570275597 0.01106982708913095 -0.017931832790446394 0.0011561769617460381 -0.0016729206055169814 0.020028847354820536 -3.1185950752920105e-06 -0.00037193973494237666 0.021775172868122659 0.020427152831107381 -0.0049685929929521883 -0.0032690690842351504 0.017446045444480012 0.036604968033498157 0.0096748896860085511 -0.0039888036964496358 0.013464514890802094
leaf_weight=1185913 16000 1140 68 1427 30189 49 1484 33 43 21631 96 20 37 1485 104 26 862 5122 33 9513 50163 21 20 59 97 28 32 97 53 32
leaf_count=1185913 16000 1140 68 1427 30189 49 1484 33 43 21631 96 20 37 1485 104 26 862 5122 33 9513 50163 21 20 59 97 28 32 97 53 32
internal_value=-4.06789e-08 -0.000185597 -0.000938887 -8.79033e-05 0.000206758 0.000777698 0.00199388 0.000552705 0.00414637 0.000576334 0.00282572 0.0110855 0.00575379 0.00080083 0.00222718 -0.00114297 0.00218943 -0.000344035 0.000402091 0.000343001 -0.000492472 0.00261692 0.00282242 0.00625853 0.00810366 0.00137112 0.0117001 0.0157807 0.0027005 0.0250347
internal_weight=1.32588e+06 139964 16068 123896 57617 27428 4282 23146 1527 23113 1482 106 86 2755 1589 1166 1376 66279 10994 10961 55285 1448 1280 418 359 125 234 161 73 64
internal_count=1325877 139964 16068 123896 57617 27428 4282 23146 1527 23113 1482 106 86 2755 1589 1166 1376 66279 10994 10961 55285 1448 1280 418 359 125 234 161 73 64
cat_boundaries=0 1
cat_threshold=2850
is_linear=0
shrinkage=0.05


Tree=135
num_leaves=31
num_cat=2
split_feature=84 2 60 136 39 39 103 136 83 114 121 79 32 66 87 90 97 10 52 83 25 56 119 15 12 88 40 85 125 91
split_gain=2.50638 2.62154 3.05568 2.91085 3.30927 2.68777 2.40476 2.39618 2.52601 3.87916 3.48661 3.47464 2.72385 2.66094 3.22515 2.44099 2.66409 2.35022 2.25364 3.97588 3.84122 4.08624 2.94765 2.57841 4.082 3.70781 2.71866 2.51468 3.12976 2.6001
threshold=0.90543812513351452 2.5000000000000004 0.52346339821815502 0 10.650000095367433 12.84999990463257 0.54936701059341442 1 315.62388610839849 -0.43049471080303187 -0.68832838535308827 21.414999961853031 15.949999809265138 13.715000152587892 0.88951063156127941 -0.8317492902278899 -0.94293484091758717 12.650000095367433 0.15500000119209292 346.02337646484381 356.50000000000006 225.49237823486331 -0.41467745602130884 1.7549999952316286 1.8849999904632571 -0.076302684843540178 5.1499998569488534 0.92337831854820263 0.11319890245795251 -0.29986402392387385
decision_type=2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 4 -2 6 -6 8 10 12 -3 15 -10 14 -13 -12 -17 -11 20 23 21 22 -9 -20 25 -25 -26 28 -24 -30
right_child=1 2 -4 -5 5 -7 -8 18 9 17 11 13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 27 24 26 -27 -28 -29 29 -31
leaf_value=1.0785563568230148e-05 -0.0052808667493312138 -0.0010367899199239675 3.1314357800408149e-05 0.00024023899269242293 0.007081919092720804 0.0020593169309839386 0.019877457781694832 0.015661042847711106 -0.0027889147666262668 0.020592694260455943 -0.0027782147339629856 0.0088747162425092292 0.013095964261447081 0.0030526071884148559 0.030496714405222416 0.02135542910837103 0.0043514888055880769 0.0036593963189379256 -0.0020829153458500134 -0.0069425467092766426 0.014693835326893764 0.0013978185100367009 -0.0035041392146430298 0.0010245661875785521 -0.0012879423857805113 0.010083485243099165 0.0082846464961767209 -0.0060908367126155383 0.0049869448987537651 -0.002366226828359767
leaf_weight=1290183 79 317 12744 4078 182 237 46 23 746 27 110 35 28 38 34 26 202 85 5882 318 44 1855 654 1091 6713 126 75 349 276 213
leaf_count=1290183 79 317 12744 4078 182 237 46 23 746 27 110 35 28 38 34 26 202 85 5882 318 44 1855 654 1091 6713 126 75 349 276 213
internal_value=-7.94166e-07 -0.000408622 -0.000569345 0.000704509 0.00410495 0.00578781 0.00966348 -0.000966646 0.000854455 -0.000955747 0.00297044 0.00582504 -0.00221427 0.0136776 0.019529 0.00333917 0.00629053 0.00774153 -0.00113682 -0.00141469 1.60127e-05 -0.000175626 -0.00210219 -0.00128811 -0.000704096 0.00196247 -0.00118218 -0.00237602 -0.00124175 0.00178403
internal_weight=1.32682e+06 36633 32011 4622 544 465 228 19267 1648 886 762 445 774 107 69 338 228 112 17619 14205 3414 3370 1515 13887 8005 1217 6788 1492 1143 489
internal_count=1326816 36633 32011 4622 544 465 228 19267 1648 886 762 445 774 107 69 338 228 112 17619 14205 3414 3370 1515 13887 8005 1217 6788 1492 1143 489
cat_boundaries=0 1 2
cat_threshold=64 258
is_linear=0
shrinkage=0.05


Tree=136
num_leaves=31
num_cat=1
split_feature=15 63 89 79 84 63 37 105 94 104 83 94 39 96 34 17 97 6 22 24 95 56 16 136 15 60 66 127 1 127
split_gain=2.46893 6.04978 4.31263 4.02851 3.54068 3.3144 4.58672 3.20936 2.68493 2.67148 2.70116 2.63151 2.60863 2.412 3.88297 3.556 2.9911 2.3148 2.22564 2.22201 4.24761 3.50371 3.48965 3.84506 2.93489 2.8785 2.71007 2.66723 2.56054 2.54713
threshold=0.63499999046325695 0.29017858207225805 -0.34298583865165705 0.5249999761581422 0.89006370306015026 0.28762212395668035 15.84999990463257 0.72234815359115612 0.44327238202095037 -0.93923979997634877 256.99450683593756 0.21135016530752185 6.7500000000000009 -0.99385613203048695 16.44999980926514 9.5450000762939471 -0.99953141808509816 6.3500001430511483 5.6849999427795419 177.50000000000003 -0.40994508564472193 167.04776000976565 4.6550002098083505 0 0.6850000023841859 0.33677002787590032 1.2549999952316286 0.99901017546653759 331.50000000000006 0.58068084716796886
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 1 2 2 2 2 2 2
left_child=1 4 8 -4 5 7 -7 13 -3 10 -5 -11 -2 14 -1 -16 18 -13 -15 20 21 22 -14 24 -24 27 -25 28 29 -23
right_child=12 2 3 9 -6 6 -8 -9 -10 11 -12 17 19 16 15 -17 -18 -19 -20 -21 -22 25 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0073547489065023293 0.0062753361124715402 -0.00077843513946894709 -0.011862330293610881 -0.010034616100803797 -0.0082015973067920637 0.027592725801066711 0.00018936166212566802 0.01433036596251604 -0.0052662702912469857 -0.0015939752219996434 -0.0033613464541111231 0.01843910261112101 0.015921631424149096 0.017226412176916544 0.018641662765895167 -0.0039199053350603211 1.2300129368319355e-05 -0.0023756008531728933 -0.0012251740679717982 -4.4337227518722657e-06 2.4677461265797533e-06 0.0014378232077265672 -0.010243032056476094 -0.0094851872780332899 0.004202517212971049 0.00035083945987925613 0.00044092823634855454 0.020054504559153603 -0.0026047255744555201 0.0050986537017675797
leaf_weight=244 166 3948 159 196 131 26 37 39 364 285 670 34 51 44 31 40 14424 22 26 1266729 25790 1344 36 85 1509 9018 360 21 252 735
leaf_count=244 166 3948 159 196 131 26 37 39 364 285 670 34 51 44 31 40 14424 22 26 1266729 25790 1344 36 85 1509 9018 360 21 252 735
internal_value=-7.54367e-07 -0.000542271 -0.00193286 -0.00438112 -1.73545e-05 5.45478e-05 0.0114987 5.99041e-06 -0.00115728 -0.00339561 -0.00487169 0.00035303 7.83628e-06 -3.17333e-05 -0.0043602 0.00593092 6.23378e-05 0.0102619 0.010373 7.03961e-06 0.000377785 0.00109954 0.00300703 0.00267605 0.00384106 0.00075713 -0.00142309 0.00231492 0.00215511 0.00273206
internal_weight=1.32682e+06 20720 5678 1366 15042 14911 63 14848 4312 1207 866 341 1.3061e+06 14809 315 71 14494 56 70 1.30593e+06 39201 13411 2041 1990 1545 11370 445 2352 2331 2079
internal_count=1326816 20720 5678 1366 15042 14911 63 14848 4312 1207 866 341 1306096 14809 315 71 14494 56 70 1305930 39201 13411 2041 1990 1545 11370 445 2352 2331 2079
cat_boundaries=0 1
cat_threshold=1571
is_linear=0
shrinkage=0.05


Tree=137
num_leaves=31
num_cat=2
split_feature=84 2 60 136 39 39 129 52 110 13 76 74 23 36 135 92 113 80 71 75 17 93 60 25 66 93 18 74 136 28
split_gain=2.24595 2.35831 2.75401 2.62782 3.04774 2.7335 2.25242 3.24625 3.61389 3.71641 3.13395 3.43729 3.16179 2.41539 2.53827 2.45012 2.3099 3.92276 5.5067 4.36567 3.8966 7.55938 4.88027 8.89771 4.1781 3.76251 5.65175 5.8496 5.79449 6.11444
threshold=0.90543812513351452 2.5000000000000004 0.52346339821815502 0 10.84999990463257 12.84999990463257 50.500000000000007 1.6950000524520876 -0.93715545535087574 2.2649999856948857 3.495000004768372 0.60941317677497875 9.9549999237060565 14.949999809265138 1011.0499877929689 -0.84294298291206349 -0.26722820103168482 270.14292907714849 314.54605102539068 0.60807350277900707 13.344999790191652 0.19502734392881396 0.47772249579429632 224.50000000000003 1.1050000190734866 -0.015559659805148838 7.4149999618530282 0.5143827795982362 1 1021.9500122070314
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=6 3 -3 4 -2 -6 16 8 9 -8 11 -10 13 15 -15 -12 20 18 -18 -19 25 22 23 24 -22 26 -1 -28 -29 -30
right_child=1 2 -4 -5 5 -7 7 -9 10 -11 12 -13 -14 14 -16 -17 17 19 -20 -21 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.00034107714524131156 -0.0043237796716984241 -0.00091639652828220193 3.1022594173637736e-05 0.00022787359579303792 0.0097424079279068779 0.0019565727934536016 0.02109987842451249 -0.00018443781484753387 -0.014966903219206466 -0.0051256218713454232 -0.0052713701342034227 -0.0027107164588131036 0.013570448479482106 -0.011119919904611177 0.00099948620081906315 -0.0016025287542590712 3.7898545484604376e-06 0.0013093364025467153 0.0047310428622253974 4.2829575074575937e-05 0.001379295560771953 -4.6052206711550736e-06 -0.00026489290400453201 -0.0017658091701500791 -0.00062532898013520789 -1.2054379019840959e-06 0.0010816549703236082 -0.00014206778724747227 0.0006082124131246737 -0.001036613494786129
leaf_weight=34307 92 19267 12744 4078 215 237 35 29233 90 22 531 157 35 45 1082 3182 64363 15677 622 12022 3706 252395 53631 18054 8704 619716 24242 58739 83533 6060
leaf_count=34307 92 19267 12744 4078 215 237 35 29233 90 22 531 157 35 45 1082 3182 64363 15677 622 12022 3706 252395 53631 18054 8704 619716 24242 58739 83533 6060
internal_value=-7.16649e-07 -0.000386776 -0.000539217 0.000668993 0.00389989 0.00566001 1.0245e-05 -0.000388843 -0.00154261 0.0109778 -0.00168195 -0.00717653 -0.00140356 -0.00151184 0.00051557 -0.00212721 2.11812e-05 0.000261404 4.90365e-05 0.000759643 2.03836e-06 -0.000141401 -0.000551966 -0.00105735 -2.66877e-05 6.04293e-05 0.000245057 0.000361579 0.000243896 0.000496902
internal_weight=1.32682e+06 36633 32011 4622 544 452 1.29018e+06 34412 5179 57 5122 247 4875 4840 1127 3713 1.25577e+06 92684 64985 27699 1.16309e+06 336490 84095 30464 12410 826597 206881 172574 148332 89593
internal_count=1326816 36633 32011 4622 544 452 1290183 34412 5179 57 5122 247 4875 4840 1127 3713 1255771 92684 64985 27699 1163087 336490 84095 30464 12410 826597 206881 172574 148332 89593
cat_boundaries=0 1 2
cat_threshold=64 5265
is_linear=0
shrinkage=0.05


Tree=138
num_leaves=31
num_cat=1
split_feature=15 63 89 104 12 26 34 33 84 91 98 1 100 91 93 71 28 39 122 92 35 116 120 94 136 52 113 17 69 38
split_gain=2.24099 5.49407 4.11795 3.63857 6.6138 3.43453 3.76961 3.1733 2.90916 2.43718 3.9386 3.76704 3.35123 2.64425 2.60026 2.57177 3.36707 2.35437 2.33389 3.31448 2.31817 2.18402 2.17234 6.27304 6.56152 4.9183 4.16244 4.88602 4.64465 3.65963
threshold=0.63499999046325695 0.2700271755456925 -0.38561031222343439 0.32328370213508612 0.6850000023841859 306.50000000000006 14.949999809265138 20.750000000000004 0.91023153066635143 0.8037647306919099 -0.7997731864452361 251.50000000000003 -0.31654584407806391 0.04282080382108689 -0.91179150342941273 240.41225433349612 1014.6499938964845 6.7500000000000009 -0.36648726463317866 0.88681307435035717 8.0500001907348651 0.608738273382187 -0.59480014443397511 -0.14926128089427945 0 2.5849999189376835 -0.28400452435016627 13.344999790191652 326.90139770507818 18.150000572204593
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 1 2 2 2 2 2
left_child=1 3 7 8 -5 -4 -7 20 9 13 12 -12 -11 -1 -15 16 -16 18 19 -2 -3 -22 23 24 25 -19 28 -28 -26 -29
right_child=17 2 5 4 -6 6 -8 -9 -10 10 11 -13 -14 14 15 -17 -18 22 -20 -21 21 -23 -24 -25 26 -27 27 29 -30 -31
leaf_value=3.9437873777243955e-05 0.015462600158934948 0.01590006298851222 -0.0043753340475973851 0.024040493940701707 -0.0111743798898533 0.019132032153676405 -0.0063245780300348999 0.018396145451281751 -0.012729387090851862 0.014114537913436918 0.0047390930735590787 0.034345345961905659 -0.011078760564101465 -0.015630048197150852 0.017347006565861165 -0.0068725053070920698 -0.0047295961284245826 -0.002064258015680805 -0.001918390796345193 -0.0050867853256372306 -0.00091971160438839581 -0.0061772083244421459 -4.6598616239240954e-05 -1.1142320843573448e-05 0.00037640684328574329 -3.2679214078840643e-05 -0.00052745853304842741 0.0013368597889501269 0.0041194844805205501 0.0035674339406947596
leaf_weight=14082 80 20 1563 40 20 33 26 21 45 22 22 21 33 48 31 128 39 4104 60 26 4319 207 775354 404775 95873 10869 2836 8970 836 2313
leaf_count=14082 80 20 1563 40 20 33 26 21 45 22 22 21 33 48 31 128 39 4104 60 26 4319 207 775354 404775 95873 10869 2836 8970 836 2313
internal_value=-6.80784e-07 -0.000516595 -0.00176415 1.47606e-05 0.0123022 -0.00392832 0.00791386 -0.000995532 -3.61858e-05 3.40892e-06 0.00786156 0.019198 -0.00100144 -5.03389e-05 -0.00518951 -0.00265847 0.00504719 7.50371e-06 0.00596174 0.0104222 -0.00108511 -0.00116017 6.74685e-06 8.47029e-05 0.000393093 -0.000589128 0.000525798 0.0013278 0.000408764 0.00179412
internal_weight=1.32682e+06 20720 6189 14531 60 1622 59 4567 14471 14426 98 43 55 14328 246 198 70 1.3061e+06 166 106 4546 4526 1.30593e+06 530576 125801 14973 110828 14119 96709 11283
internal_count=1326816 20720 6189 14531 60 1622 59 4567 14471 14426 98 43 55 14328 246 198 70 1306096 166 106 4546 4526 1305930 530576 125801 14973 110828 14119 96709 11283
cat_boundaries=0 1
cat_threshold=1040
is_linear=0
shrinkage=0.05


Tree=139
num_leaves=31
num_cat=0
split_feature=84 60 71 29 86 30 116 35 126 83 135 52 52 36 89 53 2 54 72 84 24 88 5 34 52 58 21 30 31 94
split_gain=2.11261 2.36119 2.64126 2.4014 2.7385 2.47712 2.58261 2.51081 2.28846 2.31723 2.07034 3.27472 2.02624 1.88359 3.15738 3.44062 1.99093 2.27362 2.5969 2.25935 1.89267 3.14539 3.86633 3.06843 6.38856 5.63332 3.42184 3.75997 3.41658 3.23935
threshold=0.92675653100013744 0.42731185257434851 267.18276977539068 1011.5499877929689 0.89330530166625988 1015.0499877929689 -0.16504132002592084 11.650000095367433 -0.41467745602130884 255.32298278808597 1022.7500000000001 6.7650001049041757 0.034999999217689044 7.0499999523162851 -0.8814130127429961 0.76499998569488536 341.50000000000006 0.22500000149011615 0.72111952304840099 0.87419158220291149 175.50000000000003 0.19997753202915194 10.84999990463257 11.750000000000002 0.23499999940395358 245.22685241699222 5.9749999046325692 1012.3500061035157 1013.7500000000001 -0.19268313795328137
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=10 2 3 -2 -5 6 -6 -7 -8 -10 13 -12 -3 14 15 -1 17 -16 19 -19 21 -15 23 -23 25 28 27 29 -25 -26
right_child=1 12 -4 4 5 7 8 -9 9 -11 11 -13 -14 20 16 -17 -18 18 -20 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.016481103219139655 -0.0045116863965701595 0.0076919712952803823 -0.0035225589225775741 -0.0054585990648428426 0.022435168149294679 0.011745432404608562 -0.0056160824972071822 -0.0051718429129363761 0.023186570600323059 0.0058381915794906477 -0.0042909874448573389 -0.00044931230829348785 -0.00036730693699517543 0.0002375049731466037 -0.0034332402861564065 0.00070101950156141923 -0.0087018391952904724 0.0060460039614034554 -0.0029677964173830474 0.024800473286841925 -4.6467698392338638e-06 -0.0045162603323946572 -0.0054439871701635889 0.022584528885781767 0.0035499324773748718 0.037044037640094757 0.0043366258138240465 -0.0016163464588238498 -0.0053969892517973985 0.021548124377926192
leaf_weight=78 169 80 1414 84 27 29 35 90 23 118 693 2780 3104 34244 91 62 51 42 39 26 1281149 140 158 20 150 25 1191 650 24 30
leaf_count=78 169 80 1414 84 27 29 35 90 23 118 693 2780 3104 34244 91 62 51 42 39 26 1281149 140 158 20 150 25 1191 650 24 30
internal_value=-6.46745e-07 -0.00100911 -0.00236066 0.000496589 0.00258131 0.00467868 0.00803638 -0.00104915 0.00582747 0.00866807 3.30045e-06 -0.00121588 -0.000164813 6.51263e-06 0.00348527 0.00949278 0.000107557 0.00237664 0.00731776 0.0132168 5.48572e-06 0.000359854 0.00211435 0.00264987 0.0031299 0.0180908 0.00261911 0.000154588 0.00732188 0.00654963
internal_weight=1.32682e+06 5173 1989 575 406 322 203 119 176 141 1.32164e+06 3473 3184 1.31817e+06 389 140 249 198 107 68 1.31778e+06 36632 2388 2230 2090 69 2021 830 44 180
internal_count=1326816 5173 1989 575 406 322 203 119 176 141 1321643 3473 3184 1318170 389 140 249 198 107 68 1317781 36632 2388 2230 2090 69 2021 830 44 180
is_linear=0
shrinkage=0.05


Tree=140
num_leaves=31
num_cat=1
split_feature=88 136 26 20 101 87 62 13 40 97 16 2 20 105 114 68 103 122 75 70 75 63 124 108 75 57 94 69 89 69
split_gain=2.2523 5.21809 4.00617 3.86479 3.76588 3.34869 4.55729 5.45486 3.46535 3.34747 3.0733 4.50361 3.16057 4.3587 3.86168 5.00532 3.59858 3.35828 2.96938 2.94179 2.77386 5.40251 3.04342 2.95081 2.7096 2.67808 3.70299 4.04367 3.21199 2.9292
threshold=0.76578259468078624 0 107.50000000000001 6.6749999523162851 0.94126343727111828 0.79771646857261669 0.21121699362993243 1.735000014305115 12.34999990463257 -0.99974742531776417 4.6550002098083505 152.50000000000003 5.5350000858306894 -0.98696041107177723 -0.99687939882278431 264.23332214355474 -0.51158884167671193 -0.59480014443397511 0.45002958178520208 175.78704071044925 0.50569200515747081 0.31251016259193426 -0.095842104405164705 -0.27258671820163721 0.59557786583900463 245.97883605957034 -0.30755999684333796 312.04423522949224 0.21721429377794269 287.09428405761724
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 6 7 -3 -8 -4 11 -11 14 -14 15 16 -12 25 -18 -16 21 22 -19 -23 -6 26 27 29 -28 -15
right_child=1 5 3 -5 24 -7 8 -9 -10 10 12 -13 13 17 19 -17 18 20 -20 -21 -22 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=5.7977782478712261e-06 -0.013017323269424114 0.024494640911236789 0.014642662261612713 -0.0030962840564176725 -0.014924412618937163 -0.0038968335358980743 -0.0020983177559558775 -0.0076227650791406629 0.013360009884509522 0.0019968959009822678 0.0034477415232686327 0.031446720712951258 -0.0040569319937959628 0.0094930835850034652 -0.014951117057353259 -0.0043006159646331137 0.039566306974738841 0.013689381019988409 0.0123203016910702 -0.0013812487408935256 -0.00068996581741242644 0.00059265871997922666 -0.0072806274698626605 0.023075166265307756 0.0047670271769165995 0.001881031724024404 0.012139291950649974 0.020909781702339387 0.032218168895425545 -0.0025193619576402673
leaf_weight=1320990 55 39 50 572 58 1752 515 20 39 34 32 21 189 102 42 53 20 24 20 814 402 20 62 54 25 163 69 40 28 101
leaf_count=1320990 55 39 50 572 58 1752 515 20 39 34 32 21 189 102 42 53 20 24 20 814 402 20 62 54 25 163 69 40 28 101
internal_value=1.62625e-06 -0.00101602 0.000353685 0.00060041 0.00147309 -0.00277221 0.000396807 0.0136074 -0.0010101 0.00184433 0.0015649 0.0132414 0.00127755 0.00294058 -0.000848273 0.00736102 0.0159453 0.00418239 0.0259433 -0.00204706 0.00152614 0.00709411 -0.00142853 0.0169988 -0.00899326 0.00715022 0.00967632 0.00637955 0.0179353 0.00351645
internal_weight=1.3264e+06 5415 3050 2995 2423 2365 613 59 554 2340 2290 55 2235 1254 981 125 72 1065 40 856 562 160 86 74 83 503 340 243 97 203
internal_count=1326405 5415 3050 2995 2423 2365 613 59 554 2340 2290 55 2235 1254 981 125 72 1065 40 856 562 160 86 74 83 503 340 243 97 203
cat_boundaries=0 1
cat_threshold=2914
is_linear=0
shrinkage=0.05


Tree=141
num_leaves=31
num_cat=0
split_feature=35 80 33 121 57 69 95 69 41 112 52 3 107 80 52 54 64 77 92 31 113 90 121 88 74 23 83 96 77 76
split_gain=2.15796 5.67229 3.84044 4.14832 4.03402 5.1111 3.88377 3.67625 4.25172 4.27699 4.40408 4.40112 3.60914 3.77421 3.51452 3.27521 3.24184 3.16984 3.62445 3.0866 3.11148 3.10647 5.62611 3.09971 5.06341 3.47445 3.14893 3.04244 3.02953 3.00745
threshold=11.650000095367433 305.55761718750006 2.3500000238418584 -0.26722820103168482 208.60371398925784 203.15656280517581 0.77104765176773082 313.84881591796881 10.050000190734865 -0.9914070963859557 0.47499999403953558 104.50000000000001 -0.57119670510292042 341.96903991699224 0.27500000596046453 1.1349999904632571 0.83499997854232799 32.645000457763679 -0.82903259992599476 1012.4500122070314 -0.52247866988182057 0.34487038850784307 -0.50751903653144825 -0.86546784639358509 0.48696805536746984 6.2449998855590829 330.29232788085943 -0.62210920453071583 22.954999923706058 11.025000095367433
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 -1 3 -3 12 6 15 17 29 -10 11 -11 13 -4 19 -6 -14 -2 -19 28 21 -21 -23 24 -22 -25 -26 -27 -7 -9
right_child=7 2 4 -5 5 14 -8 8 9 10 -12 -13 16 -15 -16 -17 -18 18 -20 20 23 22 -24 25 26 27 -28 -29 -30 -31
leaf_value=-9.771317314243964e-06 3.38128548479803e-05 0.001618427975326602 -0.0011207829191804102 -0.0024122659251720577 0.021111726677655929 -0.0086497027171022114 -0.0051577951556119397 -0.00020538115823796042 -0.017248002650147237 -0.011971042819675946 0.0020826863662239468 0.01217636804331735 -0.0078440817138699919 0.0097428528925426958 -0.00054662828039863862 0.0045164740975075076 -0.0025228489220854703 -0.0032594832414503008 -0.00045599652402030367 0.00065914365384380814 0.034880620884624396 0.029924885097604534 0.00058827023445205261 0.00091814806425733668 0.0022188708670058525 0.026708722876867763 0.023834429582095015 0.0050934061135460701 0.00053671278596116362 0.00062158463823884166
leaf_weight=356102 830700 3687 6164 772 61 131 39 16247 27 21 2101 186 334 81 55436 58 2001 1249 14981 1243 22 26 44 248 63 27 23 41 285 34005
leaf_count=356102 830700 3687 6164 772 61 131 39 16247 27 21 2101 186 334 81 55436 58 2001 1249 14981 1243 22 26 44 248 63 27 23 41 285 34005
internal_value=1.54494e-06 -9.10317e-05 -0.000499827 0.000920582 -0.000595318 -0.000445013 0.00853555 4.54795e-05 0.00045113 0.00253681 0.00276826 0.00972663 -0.00160693 -0.000979877 -0.000469652 0.0130233 -0.003284 2.02921e-05 -0.000671742 0.00151236 0.00243884 0.00123629 0.0114847 0.00616278 0.0134755 0.0036635 0.00799978 0.013676 -0.00235612 0.000354218
internal_weight=1.3264e+06 426888 70786 4459 66327 57747 158 899517 52587 2335 2308 207 8580 6245 57589 119 2335 846930 16230 2153 1737 1313 70 424 108 316 86 68 416 50252
internal_count=1326405 426888 70786 4459 66327 57747 158 899517 52587 2335 2308 207 8580 6245 57589 119 2335 846930 16230 2153 1737 1313 70 424 108 316 86 68 416 50252
is_linear=0
shrinkage=0.05


Tree=142
num_leaves=31
num_cat=1
split_feature=87 93 18 124 53 88 9 86 37 12 105 94 30 38 102 124 13 99 10 33 135 36 20 96 52 135 65 32 93 136
split_gain=2.07803 3.79772 5.41949 2.70038 2.19014 2.84827 2.69713 2.56629 2.35576 2.50743 3.47109 2.69854 4.24326 2.49401 2.33919 2.85188 4.41257 4.19449 3.61516 2.3174 2.16172 2.44184 2.49033 2.5063 3.70297 3.61406 5.23379 2.21297 4.55742 6.45402
threshold=0.907424956560135 -0.69580605626106251 4.8800001144409189 0.87032255530357372 0.064999999478459372 1.0000000180025095e-35 1.1500000357627871 0.91820120811462413 8.9499998092651385 0.99500000476837169 -0.999454766511917 -0.26048570871353144 1010.1499938964845 17.550000190734867 -0.099379889667034135 -0.52247866988182057 1.1449999809265139 -0.9957812726497649 5.9500000476837167 17.150000572204593 1011.2500000000001 16.94999980926514 7.4949998855590829 -0.21199301630258557 1.0549999475479128 1015.5499877929689 7.8750000000000009 11.949999809265138 -0.58834281563758839 0
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 1
left_child=20 2 -2 -4 5 6 7 -3 -8 10 -10 12 -12 14 -11 16 -16 -18 -19 -13 27 22 -22 24 25 26 -24 28 29 -1
right_child=1 4 3 -5 -6 -7 8 -9 9 13 11 19 -14 -15 15 -17 17 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015465224519664583 0.023314418167305683 0.0048685643856076462 0.00080891072950350527 -0.0018306923914236748 -0.00088942830285976412 -0.0067522003796193905 0.012070763340840738 0.025638791332021356 -0.010547421252122151 -0.0042739666335171829 0.031496613901108507 0.0035579947115426573 0.0069592125479421398 -0.0051595330734093975 0.024148017494007946 0.00034368862901154026 -0.0092240522139120928 0.00049713380328129714 0.02273027450904589 -0.010116275517003878 -0.00080188995746710264 0.0028180721515382924 -0.021517188716679812 -0.01434730747093757 4.0101855403635784e-05 0.015243547524397189 0.013455858243548353 7.2114184365954735e-05 -1.9077956507994416e-05 -0.0015841105911172588
leaf_weight=25459 26 58 7142 1121 20996 123 45 20 40 231 20 270 148 236 32 1151 43 41 33 35 19535 584 20 30 12999 78 23 799412 425012 11442
leaf_count=25459 26 58 7142 1121 20996 123 45 20 40 231 20 270 148 236 32 1151 43 41 33 35 19535 584 20 30 12999 78 23 799412 425012 11442
internal_value=1.46769e-06 -0.000397774 0.000522525 0.000450809 -0.000722081 0.000668898 0.00104875 0.0101943 0.000741938 0.000518343 0.00359569 0.00479172 0.00988033 -0.00037508 0.000362432 0.00118628 0.00769519 0.00319528 0.0104119 0.00198882 1.12779e-05 -0.000386551 -0.00044381 8.81371e-05 0.000121145 0.00882758 -0.00281068 2.17712e-05 -6.53552e-05 -0.00059836
internal_weight=1.3264e+06 31811 8289 8263 23522 2526 2403 78 2325 2280 513 473 168 1767 1531 1300 149 117 74 305 1.29459e+06 33269 32685 13150 13120 121 43 1.26132e+06 461913 36901
internal_count=1326405 31811 8289 8263 23522 2526 2403 78 2325 2280 513 473 168 1767 1531 1300 149 117 74 305 1294594 33269 32685 13150 13120 121 43 1261325 461913 36901
cat_boundaries=0 1
cat_threshold=1478
is_linear=0
shrinkage=0.05


Tree=143
num_leaves=31
num_cat=1
split_feature=88 136 16 113 16 103 97 87 62 55 40 36 23 86 57 59 18 122 94 122 30 61 81 67 105 39 60 17 112 70
split_gain=2.04178 4.71646 3.83731 3.53373 3.55208 3.32852 3.3128 3.02367 4.1173 5.38853 3.10856 3.01599 2.85366 2.69449 2.39003 3.18461 3.25023 2.9593 2.82161 3.02592 4.33904 2.28756 3.08757 2.52024 2.23311 2.21192 2.19954 2.09444 2.03431 4.8642
threshold=0.76578259468078624 0 16.694999694824222 0.9536806344985963 4.4500000476837167 0.91127508878707897 -0.99974742531776417 0.79771646857261669 0.21121699362993243 0.54500001668930065 12.34999990463257 15.34999990463257 5.1050000190734872 0.79090464115142833 265.38114929199224 297.17761230468756 8.7100000381469744 0.96811076998710643 -0.84771376848220814 -0.66259482502937306 1014.8500061035157 0.27186781167984014 331.34877014160162 11.855000019073488 -0.59912443161010731 10.250000000000002 0.27760526537895208 6.9049999713897714 -0.99809679388999928 223.91449737548831
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 13 6 11 8 9 -3 21 -6 -7 -2 15 17 18 28 -17 -20 -21 23 24 27 25 -23 -18 -10 29 -8
right_child=1 7 -4 -5 5 12 14 -9 10 -11 -12 -13 -14 -15 -16 16 26 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.3654388671915531e-06 0.0040236431102340037 -0.0059737424649622135 -0.0088765053890235389 -0.016395397779221336 -0.0021913713961839677 -0.023405853426083922 0.029493178165562097 -0.0037058336925782313 0.0017003472353662214 0.025008714136977989 0.012647102403645525 0.022278241887140803 -0.0035648989944240535 0.028434631451964378 -0.0020884524679652123 0.00071675336044846165 -0.0066518045859411366 -0.008199897274201692 0.031728585167891447 -0.002945095762886383 0.025401441359685528 0.014769879921088712 0.015106403740355746 0.0062916809273883701 -0.0093737028764955942 -0.00063341644644323333 0.0091903191704589601 -0.013090661254134918 0.0008606309770490179 0.002850548626093935
leaf_weight=1320990 26 23 109 30 20 24 21 1752 31 36 39 34 74 20 596 33 50 86 27 27 27 26 32 30 66 225 39 105 1714 93
leaf_count=1320990 26 23 109 30 20 24 21 1752 31 36 39 34 74 20 596 33 50 86 27 27 27 26 32 30 66 225 39 105 1714 93
internal_value=1.39365e-06 -0.000967524 0.000334688 0.000677213 0.000853159 0.000631846 0.000952577 -0.00263717 0.000374119 0.0129308 -0.000963145 0.0132154 -0.00842391 0.0146371 0.000708496 0.00149592 0.00745063 0.000864362 0.0130408 0.0180616 0.0112282 -0.00199382 0.000304409 -0.00682565 -0.0011898 0.000962144 0.00029025 -0.00971918 0.0012908 0.0077584
internal_weight=1.3264e+06 5415 3050 2941 2911 2865 2767 2365 613 59 554 54 98 46 2713 2117 203 1914 114 81 54 515 349 166 317 251 89 136 1828 114
internal_count=1326405 5415 3050 2941 2911 2865 2767 2365 613 59 554 54 98 46 2713 2117 203 1914 114 81 54 515 349 166 317 251 89 136 1828 114
cat_boundaries=0 1
cat_threshold=2914
is_linear=0
shrinkage=0.05


Tree=144
num_leaves=31
num_cat=1
split_feature=13 87 93 22 34 127 136 107 105 79 16 79 61 94 90 126 43 40 88 122 66 52 105 61 56 75 19 13 74 63
split_gain=1.92574 1.8751 3.46891 4.34212 4.25312 2.67623 2.56421 2.16739 2.47214 2.73675 2.45478 2.32107 2.59828 2.1864 2.41281 2.02184 3.0068 2.30303 1.99005 1.98735 1.98657 5.67925 5.23821 3.53405 2.92012 2.90619 3.28954 5.05227 4.8709 4.91159
threshold=1.0000000180025095e-35 0.907424956560135 -0.83108302950859059 4.7349998950958261 15.34999990463257 -0.07845610752701758 0 -0.2590800523757934 -0.41984336078166956 4.1749999523162851 8.7100000381469744 19.945000648498539 0.38659739494323736 -0.75568369030952443 0.044022291898727424 0.88697704672813427 11.34999990463257 12.650000095367433 0.62079554796218883 -0.52247866988182057 29.554999351501468 12.664999961853029 -0.74875405430793751 0.76568806171417247 330.73118591308599 0.749620020389557 11.775000095367433 1.4650000333786013 0.5293048918247224 0.23086161166429522
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 3 4 5 -3 18 8 -4 -10 11 19 -13 -9 -15 16 -8 -18 -5 -11 25 22 23 -22 -24 -2 27 28 29 -27
right_child=1 2 7 6 -6 -7 15 13 9 10 -12 12 -14 14 -16 -17 17 -19 -20 -21 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.014466424221577852 3.108829357478495e-05 -0.010002226817111175 -0.00062851188113068794 -0.0024709679978444071 0.025270367413759234 0.0093459838530647443 0.0010792630651285757 -0.0096003342750612831 0.017339845450950291 0.0034063725954514342 -0.0012960470016491535 0.0054672318867681402 0.021193296223257982 -0.0013299830461908214 -0.010236469597740841 -0.0018747718994583846 0.021827328720440468 0.0042369703467631222 0.012133026076480747 -0.0098130618105642508 0.001786272985825593 -1.587123797314941e-05 -0.00018254658881084731 -0.00024808593128922141 0.0029387556488858825 -0.013282833942635495 3.1330498309231897e-05 -0.00016741330344112974 -0.0010471979054726191 0.0039113125003481224
leaf_weight=23 975836 24 23691 832 33 70 4622 107 29 88 355 211 30 907 83 584 30 49 24 42 12853 65968 10656 2560 806 44 108050 89736 27321 741
leaf_count=23 975836 24 23691 832 33 70 4622 107 29 88 355 211 30 907 83 584 30 49 24 42 12853 65968 10656 2560 806 44 108050 89736 27321 741
internal_value=1.32397e-06 1.57485e-06 -0.000377672 0.000676349 0.00982746 0.00440602 0.000487098 -0.000636318 -0.000538751 0.00227782 0.00167617 0.00452021 0.00742483 -0.00281054 -0.00207669 0.00089819 0.00124458 0.0109169 -0.00203771 -0.000864522 1.08939e-05 0.000233731 0.000846411 0.00144838 3.69412e-05 -6.322e-06 -0.000167932 -0.000350636 -0.000935624 0.00294756
internal_weight=1.3264e+06 1.32638e+06 31811 6268 127 94 6141 25543 24446 755 726 371 241 1097 990 5285 4701 79 856 130 1.29457e+06 92843 26875 15413 11462 1.20173e+06 225892 117842 28106 785
internal_count=1326405 1326382 31811 6268 127 94 6141 25543 24446 755 726 371 241 1097 990 5285 4701 79 856 130 1294571 92843 26875 15413 11462 1201728 225892 117842 28106 785
cat_boundaries=0 1
cat_threshold=2068
is_linear=0
shrinkage=0.05


Tree=145
num_leaves=31
num_cat=0
split_feature=120 101 85 91 118 4 83 81 33 129 60 14 39 81 20 64 133 67 109 39 39 14 32 134 129 23 107 15 52 102
split_gain=1.9328 5.88336 2.91322 2.80377 2.76454 2.70733 2.84133 2.57066 2.02979 1.97903 3.1857 3.65747 3.50357 2.78412 2.85515 3.65384 5.36657 3.01554 3.73817 3.05223 3.29528 2.96039 2.70331 6.72705 3.43564 2.51051 2.42312 2.33627 2.47709 2.32882
threshold=0.9238443672657014 -0.67907989025115956 0.4886761754751206 0.94113513827323925 -0.8703225553035735 2.1499999761581425 309.58399963378912 305.56660461425787 17.650000572204593 31.500000000000004 0.47072310745716101 0.9350000023841859 16.44999980926514 170.43330383300784 7.5350000858306894 3.495000004768372 1018.6499938964845 1.7549999952316286 0.74875086545944225 12.84999990463257 10.449999809265138 1.6449999809265139 15.449999809265138 1018.6499938964845 302.50000000000006 6.7650001049041757 -0.86430794000625599 1.985000014305115 1.1250000000000002 -0.90423139929771412
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=9 2 4 7 -2 -4 -7 -3 -9 -1 11 -11 13 -13 17 16 -16 18 21 20 -20 -15 26 24 -24 -25 -19 28 -23 -12
right_child=1 3 5 -5 -6 6 -8 8 -10 10 29 12 -14 14 15 -17 -18 22 19 -21 -22 27 23 25 -26 -27 -28 -29 -30 -31
leaf_value=3.0360580272353396e-05 0.020807794035257152 -7.5809537678926453e-05 -0.00123861073313679 -0.0088154436851990356 -0.0037304285151714628 -0.0061472631497642453 0.0084011806442867969 -0.0013373537942566512 0.0067367396647511407 -0.011388630434859858 -0.0041948633783686724 -0.007515793281607331 0.0027951427359623193 0.00056548868308511934 -0.028547291383147239 0.0061838880558328438 0.0072390070174482056 -0.0043266220907807176 -0.010453855549408631 -0.0054174835399449384 0.002651642422787457 0.020883039250796619 0.009227715601752463 0.017683879709492874 -0.004559440260085249 -0.00080873156742503256 -0.0015951487762944393 0.0015491088811633372 0.0072603096389092575 -1.2273076251690684e-05
leaf_weight=1224994 24 57449 637 94 22 816 35 5301 79 86 337 175 563 460 20 240 22 948 55 330 375 43 57 78 218 24 5657 126 149 26710
leaf_count=1224994 24 57449 637 94 22 816 35 5301 79 86 337 175 563 460 20 240 22 948 55 330 375 43 57 78 218 24 5657 126 149 26710
internal_value=5.88179e-06 -0.000261178 -0.0033206 -0.000186592 0.00907212 -0.00370371 -0.00554891 -0.000173682 -0.00121879 1.95255e-05 -0.000342399 -0.00112355 -0.00103102 -0.00127098 -0.00114682 0.003803 -0.00980209 -0.00131065 0.000693565 -0.00180048 0.000975358 0.00312991 -0.00175214 0.00236593 -0.00170174 0.0133327 -0.00198719 0.00683945 0.0103112 -6.43873e-05
internal_weight=1.32612e+06 64457 1534 62923 46 1488 851 62829 5380 1.26167e+06 36673 9626 9540 8977 8802 282 42 8520 1538 760 430 778 6982 377 275 102 6605 318 192 27047
internal_count=1326124 64457 1534 62923 46 1488 851 62829 5380 1261667 36673 9626 9540 8977 8802 282 42 8520 1538 760 430 778 6982 377 275 102 6605 318 192 27047
is_linear=0
shrinkage=0.05


Tree=146
num_leaves=31
num_cat=0
split_feature=77 117 60 73 3 110 8 70 99 87 79 73 120 101 85 26 4 83 88 52 113 116 81 88 125 8 134 52 40 35
split_gain=1.80434 4.22852 3.21652 3.00597 2.61878 2.41109 2.5469 2.34213 2.03488 2.01003 1.94555 1.84712 1.80251 5.31195 2.68236 2.76578 2.69624 2.6609 2.59209 4.03935 3.56808 2.3266 2.00096 2.20563 1.99145 2.55106 1.78574 2.88566 1.75843 1.65997
threshold=52.795000076293952 0.88697704672813427 0.58896303176879894 0.85934785008430492 338.50000000000006 0.96813154220581066 16.849999427795414 226.49394989013675 -0.53797048330306996 0.84598547220230114 28.335000038146976 0.67857348918914806 0.9238443672657014 -0.67907989025115956 0.53831779956817638 180.50000000000003 2.1499999761581425 309.58399963378912 0.34770864248275762 0.034999999217689044 0.74892720580101024 0.71322327852249157 305.56660461425787 0.24385193735361102 -0.72534674406051625 2.9500000476837163 1022.5499877929689 6.4649999141693124 7.5499999523162851 10.949999809265138
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=12 2 7 4 5 8 -7 -2 10 11 -3 -6 26 14 15 -14 -16 -18 22 -20 21 24 -15 -24 25 -21 29 -28 -5 -1
right_child=1 3 -4 28 9 6 -8 -9 -10 -11 -12 -13 13 18 16 -17 17 -19 19 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.5739878764202872e-05 -0.0053949823729017724 -0.0047069103253835985 -4.1085211567992628e-05 0.0063996491359134449 -0.0064251769185066226 0.021660220697522166 0.00076497613638639448 -0.0017187732802775306 -0.0095637340756023637 -0.0052596195104584707 0.0060381070741762719 0.010459703543101965 0.022092343780968804 -6.0400144765244528e-05 -0.0011512667047587919 0.00015379618853330614 -0.0060637660950634111 0.0084248379225645102 0.016947551201219144 -0.0036751268008215865 -0.017609312179240773 -0.013181505674639575 -0.0011381227909379257 0.015497597306966782 -0.0031101436949922748 0.020688609175738837 -0.0040511967348379327 -0.00041889799925363751 0.022031753207556903 5.8887597209034294e-05
leaf_weight=301782 511 55 3081 179 25 35 25 2848 34 203 180 46 20 57054 630 51 798 33 23 22 47 52 5287 20 393 21 667 3034 20 948948
leaf_count=301782 511 55 3081 179 25 35 25 2848 34 203 180 46 20 57054 630 51 798 33 23 22 47 52 5287 20 393 21 667 3034 20 948948
internal_value=5.5877e-06 -0.000781477 -0.00120784 0.00264218 0.000883679 0.00389071 0.0129539 -0.00227803 0.00186919 -0.00272696 0.00352332 0.00451432 9.90949e-06 -0.000247968 -0.00315697 0.00633367 -0.00361818 -0.00548841 -0.000177138 -0.00356982 -0.00445188 -0.00318467 -0.00014678 -0.00107543 -0.00199238 0.00822344 2.31589e-05 -0.00107352 0.00797071 2.6404e-05
internal_weight=1.32612e+06 7242 6440 802 603 329 60 3359 269 274 235 71 1.31888e+06 64451 1532 71 1461 831 62919 558 535 488 62361 5307 436 43 1.25443e+06 3701 199 1.25073e+06
internal_count=1326124 7242 6440 802 603 329 60 3359 269 274 235 71 1318882 64451 1532 71 1461 831 62919 558 535 488 62361 5307 436 43 1254431 3701 199 1250730
is_linear=0
shrinkage=0.05


Tree=147
num_leaves=31
num_cat=1
split_feature=107 19 2 76 60 24 115 98 112 19 74 111 114 37 36 67 107 136 119 109 88 90 126 25 14 65 84 19 111 2
split_gain=1.67674 3.0721 3.52299 3.84134 4.39224 3.56397 2.54103 6.52086 2.93738 2.67232 2.3788 3.93228 3.31662 2.91583 3.25667 2.30094 2.21606 2.1989 2.17337 2.16366 2.72159 2.07474 3.48004 3.48423 2.4189 2.57491 2.35965 2.0267 2.69103 2.06272
threshold=0.076689939945936217 7.4149999618530282 108.50000000000001 1.4149999618530276 0.42311753332614904 140.50000000000003 0.04361772537231446 -0.14953255653381345 0.26722820103168493 11.120000362396242 0.62715035676956188 -0.27517138421535486 -0.62249094247817982 20.650000572204593 9.6500000953674334 13.864999771118166 0.74922442436218273 0 -0.87878364324569691 -0.31357665359973902 -0.22483345866203305 -1.0000000180025095e-35 -0.99535831809043873 350.50000000000006 0.92500001192092907 0.40500000119209295 0.84178331494331371 13.344999790191652 -0.11096428707242011 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 16 -4 -1 8 17 -10 11 12 -9 14 -12 -13 -5 -8 -17 20 -16 -19 -23 24 26 -26 -24 28 -21 -30
right_child=1 -3 5 4 -6 -7 7 10 9 -11 13 15 -14 -15 19 18 -18 21 -20 27 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-1.9223352727122885e-06 0.010783597279452918 -0.00023908412433952411 0.015772242014927249 -0.008493301350724923 -0.0024008521330588927 -0.0014288802365740919 -0.00051002713781290912 -0.0059769344549360018 0.016519011926933804 0.0034651853406866655 0.013092867540264572 -5.2551330673512131e-05 0.0072545262349292443 0.0023311637090820889 -0.0024871703771660566 0.0020486133975972389 -0.01861089930722588 0.0010551835384764081 0.023473593168891967 0.0077197764105604669 -0.016752030467142579 0.020369666256010534 0.00041095265606885616 0.021960906846367798 0.016398965835420266 0.0030385507623986487 -0.011530364719320736 0.0016658513863065762 -0.00055540605962019543 -0.008440583637945356
leaf_weight=1279135 33 7560 31 188 278 1053 1746 56 41 896 27 23760 307 243 61 29 76 7943 20 38 74 28 411 23 37 1424 46 153 116 291
leaf_count=1279135 33 7560 31 188 278 1053 1746 56 41 896 27 23760 307 243 61 29 76 7943 20 38 74 28 411 23 37 1424 46 153 116 291
internal_value=5.30832e-06 -0.000666655 -0.00261508 -0.00577869 -0.0067871 -0.000936966 1.00124e-05 0.000414199 0.00134303 0.00403638 -5.04907e-05 4.85145e-05 0.00521331 -0.00243649 -0.00396088 -3.02297e-05 -0.0114059 0.00112655 0.0107935 -0.00458906 -0.0103064 0.00141392 0.00286827 0.0026158 0.00238382 0.0033769 -0.000791018 -0.00329834 -0.00500514 -0.00619321
internal_weight=1.32612e+06 9219 1659 575 542 1084 1.3169e+06 37770 12595 937 25175 24172 363 1003 760 23809 264 11658 49 733 135 9912 1969 1941 1918 1461 457 598 445 407
internal_count=1326124 9219 1659 575 542 1084 1316905 37770 12595 937 25175 24172 363 1003 760 23809 264 11658 49 733 135 9912 1969 1941 1918 1461 457 598 445 407
cat_boundaries=0 1
cat_threshold=260
is_linear=0
shrinkage=0.05


Tree=148
num_leaves=31
num_cat=0
split_feature=77 126 16 89 36 98 103 63 119 94 36 132 68 52 59 39 114 11 23 102 33 52 133 58 60 111 39 98 91 63
split_gain=1.61338 3.87729 3.24368 2.28458 2.59325 2.00031 2.03779 1.68387 1.97234 1.86796 1.71938 1.59583 5.40731 3.81534 2.60561 3.20537 7.62887 2.81864 2.70144 2.58813 2.34976 2.07373 2.6684 2.03112 2.02211 4.26004 2.06575 2.04056 2.43435 2.03421
threshold=52.795000076293952 0.95878320932388317 6.4600000381469735 1.0000000180025095e-35 8.3499999046325701 -0.34093928337097162 0.78890064358711254 0.20243615657091144 0.86159634590148937 0.041519112884998328 11.650000095367433 1016.3500061035157 218.4491882324219 1.0000000180025095e-35 209.74532318115237 15.750000000000002 -0.96359375119209278 2.5499999523162846 6.2449998855590829 0.13215518742799762 15.949999809265138 7.6749999523162851 1017.5499877929689 167.748405456543 0.47534126043319708 0.855268955230713 12.550000190734865 -0.74641934037208546 -0.76659780740737904 0.39717008173465734
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=11 2 -2 7 -5 6 -3 -4 -9 10 -10 -1 -13 -14 17 24 19 21 -18 -17 23 22 -15 -19 25 26 27 -16 -29 -27
right_child=1 5 3 4 -6 -7 -8 8 9 -11 -12 12 13 14 15 16 18 20 -20 -21 -22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=1.5496952482533443e-05 0.018154022766446527 0.0049407347711886082 -0.0044261510207343801 0.011423905186820776 -0.0073670229549731769 0.0094597426611614573 -0.0042143407514308919 -0.00094120301209939998 0.0044170235112687807 0.0013849632080726846 0.023105210555950179 -0.0099182824024464933 0.011022659599117629 -0.0028005120564723093 -0.0016172811019032453 0.021988399353612104 0.0087610069374800727 -0.012991982730241811 -0.0013851990440701203 0.0033632977032819048 0.0057725824174177931 0.00059080571010117504 -0.014982664792882539 -0.0016797246961748275 -0.00012238298849068528 0.0086968637917732902 -0.0037365319925282171 0.0010673444596856522 0.016313544693144246 -0.0011218033828665555
leaf_weight=1301438 22 172 322 20 224 121 94 5896 32 319 20 150 73 77 624 66 83 41 313 26 104 63 108 1233 12886 134 1244 96 36 87
leaf_count=1301438 22 172 322 20 224 121 94 5896 32 319 20 150 73 77 624 66 83 41 313 26 104 63 108 1233 12886 134 1244 96 36 87
internal_value=5.04271e-06 -0.00073921 -0.0010141 -0.00107581 -0.00582678 0.00412994 0.00170548 -0.000899879 -0.000718698 0.00281739 0.0116048 9.12941e-06 -0.000465931 -0.000383946 -0.000432299 -0.000233706 0.00375466 -0.002337 0.000741405 0.0167248 -0.00145386 -0.00724414 -0.00991226 -0.00204378 -0.000362542 -0.00175592 -0.00248384 -0.000422527 0.0052254 0.0048316
internal_weight=1.32612e+06 7242 6855 6833 244 387 266 6589 6267 371 52 1.31888e+06 17444 17294 17221 15595 488 1626 396 92 1378 248 185 1274 15107 2221 2000 756 132 221
internal_count=1326124 7242 6855 6833 244 387 266 6589 6267 371 52 1318882 17444 17294 17221 15595 488 1626 396 92 1378 248 185 1274 15107 2221 2000 756 132 221
is_linear=0
shrinkage=0.05


Tree=149
num_leaves=31
num_cat=0
split_feature=68 4 35 31 110 36 23 52 12 86 15 11 7 22 91 58 12 96 79 32 52 60 34 15 124 8 73 75 7 57
split_gain=1.57974 5.89924 4.38412 4.89575 3.90162 3.77198 6.03019 3.44772 3.86412 3.88322 4.53996 4.22196 3.62107 3.59203 3.78089 3.56591 3.32473 3.6192 3.6026 3.38158 4.03121 3.23252 3.19028 3.24051 3.1736 3.06512 3.74025 3.04705 3.01726 3.00755
threshold=328.59951782226568 10.34999990463257 11.550000190734865 1013.9500122070314 0.87547987699508678 11.050000190734865 6.3250000476837167 2.1049998998641972 1.3049999475479128 0.8429357409477235 2.554999947547913 11.750000000000002 7.6499998569488534 5.7249999046325692 -0.71133446693420399 174.07682800292972 4.1349999904632577 -0.34429979324340815 19.525000572204593 10.84999990463257 0.23499999940395358 0.27760526537895208 11.050000190734865 3.4050000905990605 0.99353402853012096 11.650000095367433 0.91999873518943798 0.76635619997978222 9.5500001907348651 217.16017913818362
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 2 16 4 5 6 -4 8 21 10 11 12 15 14 -14 27 18 -18 -2 -20 24 -5 -11 25 -21 26 28 -10 -24 -7
right_child=1 -3 3 7 -6 29 -8 -9 9 22 -12 -13 13 -15 -16 -17 17 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.2366313159534403e-07 -0.00032946764630445793 0.0023799181041156306 0.02941610369959782 -0.0078452648474248484 -0.0030736398301181816 0.0031870148603020047 -0.0025582533849713707 0.00025813065144876459 -0.014524291348769456 0.014637881566612228 0.022417690650521158 -0.010700913076973795 0.011011255993729548 0.0043863148518627692 0.040062034875154501 0.0077930572552729269 -0.00012042521252730039 0.01679610570706427 -0.005864182755984884 0.027063553555953232 -0.0020640342920040002 0.0024395739641146397 0.001784848076367944 -0.012669110757350508 -0.00011080030263179825 -0.0041620411304757006 0.02297762176798036 0.0089732948285845028 0.0086534310965380896 -0.0016639021152564312
leaf_weight=1312721 1705 3301 29 135 1232 526 30 2039 37 53 48 34 21 31 24 273 86 50 810 22 591 176 888 36 21 150 24 22 195 814
leaf_count=1312721 1705 3301 29 135 1232 526 30 2039 37 53 48 34 21 31 24 273 86 50 810 22 591 176 888 36 21 150 24 22 195 814
internal_value=4.79058e-06 0.000544868 -5.47659e-05 0.000668301 -0.00102184 0.000785041 0.013158 0.00173059 0.00312899 0.004002 0.00781314 0.00622712 0.00763779 0.0174829 0.026505 0.00538409 -0.00155527 0.00609889 -0.00188584 -0.00372352 -0.000988601 -0.00202491 0.00261459 0.00212176 0.0137924 0.00254536 0.00345423 -0.00576248 0.00302157 0.000240264
internal_weight=1.32612e+06 13403 10102 6817 2631 1399 59 4186 2147 1836 490 442 408 76 45 332 3285 136 3149 1444 634 311 1346 1293 43 1257 1107 59 1083 1340
internal_count=1326124 13403 10102 6817 2631 1399 59 4186 2147 1836 490 442 408 76 45 332 3285 136 3149 1444 634 311 1346 1293 43 1257 1107 59 1083 1340
is_linear=0
shrinkage=0.05


Tree=150
num_leaves=31
num_cat=4
split_feature=52 88 60 56 136 31 125 17 93 136 79 67 13 18 52 52 86 23 75 27 136 33 73 24 103 115 40 56 55 136
split_gain=2.02775 7.26361 6.99388 10.3501 7.7852 7.07033 6.01436 5.72422 5.58738 5.51244 5.42387 6.54357 5.2849 5.25303 5.05904 4.90517 6.75658 4.80858 6.02417 4.77702 4.61378 5.27216 4.74905 5.50528 4.63725 4.56639 4.51803 4.49346 4.30646 4.23199
threshold=1.4550000429153445 -0.66390717029571522 0.41063784062862402 182.65007019042972 0 1019.5499877929689 -0.9099266231060027 10.405000209808351 -0.83108302950859059 1 6.3849999904632577 1.3550000190734866 2.5949999094009404 10.405000209808351 4.3150000572204599 0.074999999254941954 0.87575033307075512 5.9649999141693124 0.70980307459831249 339.50000000000006 2 16.849999427795414 0.34437644481658941 335.50000000000006 0.71884906291961681 0.0087262028828263907 15.650000095367433 211.21710968017581 2.7549999952316289 3
decision_type=2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1
left_child=1 6 4 13 27 10 -1 -5 9 -3 26 12 -12 -4 17 25 19 -13 -19 20 21 22 23 -17 -22 -8 -6 -2 -7 -18
right_child=2 8 3 7 5 28 15 -9 -10 -11 11 14 -14 -15 -16 16 29 18 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011601072411811203 -0.0024622239267515231 -0.0001036037687321636 0.0024063075960340193 -0.00040817607016425017 -0.00069163857495800607 -0.0025367244834238458 0.0021082593195925117 6.4791770348675282e-05 1.6504889333560529e-05 -0.0017542382427188138 0.0020789014112539876 -0.00029569154581167022 -0.0074931931972969327 0.00048189237616333262 -0.00059447776529898352 0.0069046228274057351 -0.00073975001781182803 0.0021782051230487451 0.00033675305252366437 0.0041539446104981162 0.00084811519369097665 0.020286557582827908 0.0018985509669540064 0.033296737972308289 -0.0010859425558703267 0.023122824692668825 0.0015336774984984218 -0.00083850532711217396 -0.00064875162481848269 0.00063172883452883733
leaf_weight=4986 5374 11680 6379 79898 33984 4538 4502 320947 681110 8921 5615 14135 148 7985 19077 194 13258 6386 14585 1107 32864 42 2804 22 3422 26 2445 20571 9032 9755
leaf_count=4986 5374 11680 6379 79898 33984 4538 4502 320947 681110 8921 5615 14135 148 7985 19077 194 13258 6386 14585 1107 32864 42 2804 22 3422 26 2445 20571 9032 9755
internal_value=-1.08115e-05 4.13427e-05 -8.41259e-05 1.77742e-05 -0.00039548 -0.000211549 0.000516079 -2.9482e-05 -8.03263e-06 -0.000819292 -6.11119e-05 0.000231294 0.00183308 0.00133652 6.09252e-05 0.00063899 0.000525559 0.000417079 0.000897504 0.000914655 0.000823522 0.00268476 0.00244886 0.00959271 0.000665538 0.00222893 -0.000542282 -0.00117437 -0.00128012 -0.00015844
internal_weight=1.32579e+06 774693 551099 415209 135890 109945 72982 400845 701711 20601 96375 59946 5763 14364 54183 67996 63468 35106 20971 40455 39348 3062 3020 216 36286 4528 36429 25945 13570 23013
internal_count=1325792 774693 551099 415209 135890 109945 72982 400845 701711 20601 96375 59946 5763 14364 54183 67996 63468 35106 20971 40455 39348 3062 3020 216 36286 4528 36429 25945 13570 23013
cat_boundaries=0 1 2 3 4
cat_threshold=6292 2631 18 3472
is_linear=0
shrinkage=0.05


Tree=151
num_leaves=31
num_cat=1
split_feature=101 121 28 43 136 79 1 10 52 36 100 123 31 43 26 80 60 15 4 95 93 52 73 73 59 111 65 117 79 38
split_gain=1.98807 6.89122 6.12471 4.89075 9.26773 6.01633 5.57046 4.23276 6.89115 4.43363 4.06793 4.03736 4.55786 3.923 3.82577 3.73582 3.74357 3.72458 3.56098 3.54423 4.01264 3.5192 6.35437 4.41383 3.48571 4.26035 3.32198 3.28283 3.84238 3.242
threshold=-0.04727057367563247 -0.79332312941551197 1014.3500061035157 9.0500001907348651 0 2.7949999570846562 132.50000000000003 3.2500000000000004 0.27500000596046453 18.94999980926514 -0.62633275985717762 -0.84335932135581959 1014.8500061035157 9.4499998092651385 205.50000000000003 294.72187805175787 0.4417583048343659 0.50499999523162853 7.8500001430511483 -0.85477387905120839 -0.76989343762397755 0.27500000596046453 0.50411570072174083 0.49610030651092535 199.2976989746094 0.31564286351203924 0.33500000834465032 0.93038213253021251 16.285000801086429 20.650000572204593
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 4 5 17 15 8 -6 -10 27 -8 -13 21 19 16 -5 -3 -1 20 -7 22 23 -4 25 29 -15 -2 -29 -9
right_child=10 3 13 6 7 14 11 24 9 -11 -12 12 -14 26 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012487321030384988 0.0014396760970026624 -0.0093076944421045492 0.0048715453676820798 -0.0035836171331215757 0.0036771729453512268 0.006401434540438844 -0.0017258289286782497 -0.0027483512470056846 -0.00018168916684722878 0.003346988309782225 6.3295934586890894e-06 0.0010909375866271359 -0.0012411143891854601 0.0078006927544871972 0.001949639754274899 0.0027899751640678219 -0.0010421526768571031 0.00025264022683884013 -0.00094486219475862587 0.0019454668980355438 0.018303822315924447 -8.5023980458773186e-05 -0.00034047047642878059 0.022359151834327923 -0.00037697574367110938 -0.00073382690724817939 -0.0015882263977079853 0.0050681995757434883 0.029390373284166511 0.010457344337346706
leaf_weight=17346 3617 105 715 3726 1358 451 4520 4170 18182 936 1172627 5028 3592 96 2962 340 2371 3424 2071 378 84 14548 990 38 45848 11080 5058 62 22 47
leaf_count=17346 3617 105 715 3726 1358 451 4520 4170 18182 936 1172627 5028 3592 96 2962 340 2371 3424 2071 378 84 14548 990 38 45848 11080 5058 62 22 47
internal_value=-1.02717e-05 -0.00018204 0.000371448 -0.000390293 -0.000232947 0.00145974 -0.00110581 -0.000386625 0.00023554 -8.92831e-06 1.15532e-05 -0.000515494 0.000119159 -0.000211032 0.00282188 -0.00231085 -0.00259529 -3.18129e-05 0.00101477 0.00565165 0.00827022 0.000169346 0.00229245 0.00575405 -0.000595037 -0.00124861 -0.00141335 0.00166661 0.0114383 -0.00260117
internal_weight=1.32579e+06 149464 40862 108602 89025 7404 19577 81621 20476 19118 1.17633e+06 13140 8620 21445 3875 6437 6097 3529 19417 913 535 16291 1743 753 61145 15297 5154 3701 84 4217
internal_count=1325792 149464 40862 108602 89025 7404 19577 81621 20476 19118 1176328 13140 8620 21445 3875 6437 6097 3529 19417 913 535 16291 1743 753 61145 15297 5154 3701 84 4217
cat_boundaries=0 1
cat_threshold=32
is_linear=0
shrinkage=0.05


Tree=152
num_leaves=31
num_cat=0
split_feature=81 124 52 85 105 67 32 33 12 40 43 62 93 43 89 108 86 107 4 52 36 6 58 78 59 57 122 42 3 20
split_gain=1.96009 6.06088 6.44139 8.78652 5.41005 6.10169 4.47734 4.41986 4.30104 4.14806 5.08638 4.28665 5.0776 3.99094 4.29105 4.04054 3.72631 4.73108 3.83011 4.36046 3.70222 3.69602 3.68836 3.67765 3.36905 3.20003 3.12438 3.26116 3.00804 3.48892
threshold=315.96112060546881 0.95878320932388317 1.6549999713897707 0.8752925992012025 -0.49221144616603846 31.494999885559086 12.050000190734865 11.34999990463257 1.485000014305115 9.8499999046325701 10.550000190734865 0.330006092786789 0.96789136528968822 12.550000190734865 -0.89635118842124928 0.96759563684463512 0.83171316981315624 -0.59518548846244801 6.2500000000000009 0.35500000417232519 14.050000190734865 9.7500000000000018 301.85963439941412 8.1949996948242205 109.60454177856447 284.22235107421881 -0.30069434642791742 9.6500000953674334 350.50000000000006 6.3150000572204599
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 6 3 4 22 7 -2 21 -9 -5 -11 12 28 14 15 16 17 -10 -18 -20 -8 23 26 -6 -22 -4 27 -3 29 -12
right_child=1 2 25 9 5 -7 20 8 13 10 11 -13 -14 -15 -16 -17 18 -19 19 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.4095504229833532e-06 -0.00082850432680221179 -0.0012824750124913659 -0.0012488957941114895 -0.0011520448438175159 0.0067171557328932112 -0.0047947408113430236 0.00030842257149251849 0.0023794040345291572 0.0091154699790335827 0.02325296701597316 0.0092463385042113565 -0.0078024723532317741 -0.016044463925063611 -0.0034457211831043404 0.00694025769587776 0.003787053839187138 0.025245639361927044 0.03868705414627728 0.028117141198544277 0.0025170017557684336 -0.002677059927645426 0.0062052484746468635 0.004813158083371483 -0.0034790245842494642 -0.00034870092325736614 0.00044612524897869559 0.0017763093604691296 -0.012753859086660669 0.0019944408317786404 0.031455022489119855
leaf_weight=1205921 34074 697 4262 2611 118 169 28347 496 21 35 48 67 20 74 974 72 46 38 21 80 1625 296 555 353 35374 8032 1216 68 54 28
leaf_count=1205921 34074 697 4262 2611 118 169 28347 496 21 35 48 67 20 74 974 72 46 38 21 80 1625 296 555 353 35374 8032 1216 68 54 28
internal_value=-9.75808e-06 -0.000202587 0.000581312 0.0016707 0.00287749 0.00441019 -0.000363838 0.00501105 0.00635144 -0.000560784 0.00556533 0.00271249 0.00740917 0.00783722 0.0085041 0.0139832 0.0175469 0.0281616 0.0132865 0.0078398 -0.000121542 0.00182697 0.00121063 -0.000924568 -0.000450963 -0.000141493 0.000201335 -0.00230215 0.0110174 0.0174285
internal_weight=1.32579e+06 119871 20451 8157 5294 2758 99420 2589 1822 2863 252 217 150 1326 1252 278 206 59 147 101 65346 767 2536 471 36999 12294 1981 765 130 76
internal_count=1325792 119871 20451 8157 5294 2758 99420 2589 1822 2863 252 217 150 1326 1252 278 206 59 147 101 65346 767 2536 471 36999 12294 1981 765 130 76
is_linear=0
shrinkage=0.05


Tree=153
num_leaves=31
num_cat=2
split_feature=78 118 92 74 93 89 114 80 91 66 52 106 136 39 125 75 136 115 108 58 123 65 64 108 66 52 121 60 28 4
split_gain=1.89466 5.23188 3.93186 2.56049 2.22596 2.19042 3.00765 2.51541 2.71667 2.0498 6.37667 4.65303 3.23898 3.33371 3.12826 2.85561 3.01558 4.30278 4.20394 3.4031 2.64135 2.51794 2.47406 2.4886 2.393 5.01264 7.21935 6.3195 5.99484 5.0666
threshold=43.23500061035157 0.93663650751113903 -0.18998239934444425 0.92920485138893139 0.51015186309814464 -0.87901112437248219 -0.3172925859689712 290.06832885742193 -0.99177971482276905 31.085000038146976 12.454999923706056 -0.81298166513442982 0 11.650000095367433 0.76037701964378368 0.8007808029651643 1 -0.3172925859689712 0.73151737451553356 215.436149597168 -0.07845610752701758 20.865000724792484 97.094997406005874 0.95120280981063854 4.7149999141693124 1.8849999904632571 -0.55191597342491139 0.49741865694522863 1014.6499938964845 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 5 -2 6 -3 -7 -9 15 11 12 13 14 -11 24 17 18 19 -17 -19 -15 -13 -24 25 -1 28 29 -27 -28
right_child=1 3 -4 -5 -6 7 -8 8 -10 10 -12 22 -14 21 -16 16 -18 20 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=3.142531098309561e-05 -0.0018602304679803281 0.022898072532067697 -0.00038974461381830004 -0.012341653290032237 -0.0058587307969243324 0.007803049712151869 0.0053471309552324646 0.013999193469920247 0.0002612673467133518 0.0028385323573811316 -3.4020431873345973e-05 0.00022517698075410651 0.001460569290387374 -0.0038030421305402166 0.02149566465215582 -0.0030283949476327668 -0.00012685467685617346 0.021475188064255885 -0.0025404317443008533 -0.00033942379367326398 0.00043608789475491414 0.0045451523359715269 0.0039653936092225025 0.022903924634341488 0.00017895333942970725 0.00060632747736038075 0.00029312608456577403 -0.00011847104527499134 -0.00032651052670358072 -0.0012784011087754684
leaf_weight=735338 2476 30 13662 27 405 167 131 38 679 39 56555 11567 9083 102 53 1260 148815 35 2968 17784 26 789 82 22 179317 30041 6006 32817 40364 35114
leaf_count=735338 2476 30 13662 27 405 167 131 38 679 39 56555 11567 9083 102 53 1260 148815 35 2968 17784 26 789 82 22 179317 30041 6006 32817 40364 35114
internal_value=-9.27018e-06 -0.000524368 -0.000743723 0.0028607 -0.00242232 0.00325349 0.00861749 0.00227656 0.000989358 -2.33423e-06 0.000245731 0.000973585 0.00176129 0.00447954 0.0135867 -1.81256e-05 -0.000207787 -0.000753028 -0.000790119 -0.000517333 0.0125077 0.00358947 0.000294205 0.00797162 1.24796e-05 -2.14549e-05 -0.000290849 -0.000635908 7.15207e-05 -0.00104886
internal_weight=1.32579e+06 17615 16543 1072 2881 1045 161 884 717 1.30818e+06 78292 21737 10066 983 92 1.22988e+06 170888 22073 22012 19044 61 891 11671 104 1.059e+06 879680 144342 73937 70405 41120
internal_count=1325792 17615 16543 1072 2881 1045 161 884 717 1308177 78292 21737 10066 983 92 1229885 170888 22073 22012 19044 61 891 11671 104 1058997 879680 144342 73937 70405 41120
cat_boundaries=0 1 2
cat_threshold=256 4224
is_linear=0
shrinkage=0.05


Tree=154
num_leaves=31
num_cat=0
split_feature=15 52 105 77 88 9 21 4 10 23 63 97 90 1 70 111 61 36 27 55 33 16 62 39 37 90 66 75 77 22
split_gain=1.78919 5.5779 3.63967 3.71461 5.00542 5.31393 7.47266 5.16736 3.96383 3.75464 3.72976 4.36032 3.23017 3.93286 3.16082 2.71452 2.61807 2.87713 2.37698 2.73876 2.52034 2.19303 2.17341 2.11645 2.11572 2.1043 2.09016 2.02135 3.57585 2.98984
threshold=0.56499999761581432 0.31499999761581426 0.33269517123699194 1.5549999475479128 -0.23756275326013562 2.8500000238418584 5.5750000476837167 4.1499998569488534 5.9500000476837167 5.4449999332427987 0.3713368177413941 -0.98943269252777089 -0.73713278770446766 268.50000000000006 263.85209655761724 -0.4610620886087417 0.42519927024841314 11.050000190734865 254.50000000000003 0.22500000149011615 14.949999809265138 5.1300001144409189 0.28001652657985693 6.7500000000000009 10.550000190734865 -0.97521930932998646 0.54500001668930065 0.32348178327083593 0.80500000715255748 5.9849998950958261
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 2 3 4 5 6 22 25 12 -10 11 -8 -9 14 -14 -4 17 24 19 20 -5 26 -1 -2 -3 -7 -20 28 -6 -29
right_child=23 16 15 18 27 7 10 8 9 -11 -12 -13 13 -15 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.013363309546063344 0.0055103447130378201 0.00017826665925068402 0.0020351779274642469 -0.00064589131789310192 -5.0567288756071014e-05 0.0070105028587083024 -0.00034303989959880713 -0.0011648217317364786 0.0062987190848659905 0.036569352075457577 0.043239849107339981 0.030003794892851651 0.034685078906742016 -0.0053970706928521397 0.0075654676117535152 0.028085722504183654 -0.00031584493905605912 -0.0041292375881128388 -0.010927002383001819 -0.0045024270825269452 0.018614403797047482 -0.0024753928952487864 -0.0068770056073036469 -4.4334479792422068e-06 0.019168623655357146 -0.0077354748532176016 0.0047373854011918109 -0.00060572899512459193 0.014947513095103206 -0.014702832347970327
leaf_weight=21 174 44 20 33 6157 30 20 115 21 20 20 29 22 20 21 20 814 1722 189 77 35 289 36 1315467 22 125 24 107 40 58
leaf_count=21 174 44 20 33 6157 30 20 115 21 20 20 29 22 20 21 20 814 1722 189 77 35 289 36 1315467 22 125 24 107 40 58
internal_value=-8.80617e-06 -0.000670071 1.80423e-05 -6.20877e-05 0.00027939 0.00509639 0.013977 0.00210452 0.00704891 0.0210649 0.0250441 0.0176173 0.00382051 0.0129207 0.0214406 0.0150605 -0.00266645 -0.00373657 -0.00368376 0.00195519 0.0092675 -0.00531254 0.000579953 -3.70409e-06 0.00650839 -0.00488141 -0.009162 -9.91857e-05 4.62414e-05 -0.00556107
internal_weight=1.32579e+06 10151 7549 7509 6862 500 126 374 219 41 69 49 178 63 43 40 2602 1788 647 145 68 502 57 1.31564e+06 66 155 213 6362 6197 165
internal_count=1325792 10151 7549 7509 6862 500 126 374 219 41 69 49 178 63 43 40 2602 1788 647 145 68 502 57 1315641 66 155 213 6362 6197 165
is_linear=0
shrinkage=0.05


Tree=155
num_leaves=31
num_cat=1
split_feature=85 76 56 131 22 136 121 14 62 22 35 57 63 97 67 135 52 61 112 132 95 74 94 39 114 11 79 33 62 94
split_gain=1.9095 1.85362 1.81162 1.68998 3.27046 1.78794 1.67713 1.83872 3.14558 2.05802 1.69029 1.90118 1.8137 1.67344 1.80373 2.14482 1.97785 3.20271 2.14386 1.65435 3.6547 3.74136 2.63885 2.48121 5.52406 1.98239 1.95046 2.50407 1.89921 2.02443
threshold=0.92680129408836376 15.335000038146974 243.47608947753909 332.50000000000006 5.305000066757203 0 -0.64942333102226246 2.245000004768372 0.30081574618816381 5.6849999427795419 11.949999809265138 196.89773559570315 0.49752588570117956 -0.0881364271044731 1.435000002384186 1017.4500122070314 0.89499998092651378 0.43815401196479803 -0.63605400919914235 1017.5499877929689 -0.89025184512138356 0.69217410683631908 -0.87200862169265736 15.750000000000002 -0.94260558485984791 3.6499999761581425 17.535000801086429 14.750000000000002 0.59295585751533519 0.99999994039535534
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 19 5 -5 -3 8 9 -8 11 -9 -13 14 15 16 -6 18 -18 -1 21 26 25 28 -25 -23 27 -21 29 -22
right_child=1 2 -4 4 13 -7 7 10 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 20 23 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=7.8485405481367505e-06 -0.00019556234733290206 -0.0066510018995460801 -0.00084244777672773722 0.0012348943262823796 -0.0017133923306472652 -0.0047717336673337553 0.023053070506000001 0.011365077205002308 -0.0016711554450629319 0.0014036087851439203 -0.009162066128111393 -0.0094521227310288627 0.008218873930163682 -0.014154149566523054 -0.00049216005976664807 -0.0041784432652308932 0.0098072232838187917 0.0037029436931252145 0.029209604133696606 -0.0052585261084951117 -0.0021837730888383988 -0.016229597160827766 -0.0019865330500135679 0.017651176993872541 -0.00063236137530111594 -0.0066593429171725328 0.013084782817615912 0.0055914685124508947 -0.00014891185220841514 0.010704164309126716
leaf_weight=1301372 3134 331 1180 153 72 664 23 25 277 21 135 53 20 22 8346 76 35 133 24 148 1783 103 121 61 128 114 26 83 7030 31
leaf_count=1301372 3134 331 1180 153 72 664 23 25 277 21 135 53 20 22 8346 76 35 133 24 148 1783 103 121 61 128 114 26 83 7030 31
internal_value=-5.56916e-06 -0.000961918 -0.002125 -1.80395e-06 -0.000665404 -0.00369016 -0.00383506 -0.00215262 0.000301515 0.0127204 -0.00553364 -0.000535287 -0.00461075 -0.000381616 -0.000346733 0.00322308 0.00535383 0.00800404 0.0176997 3.0174e-06 -0.000649985 -0.00444563 -0.00790291 -0.000399968 0.00526867 -0.0112019 0.000101301 -0.00136004 -0.000521109 -0.00196353
internal_weight=1.32572e+06 5199 2065 1.32052e+06 9525 817 885 554 321 44 233 98 73 8708 8686 340 264 192 59 1.311e+06 9628 595 338 9033 189 217 257 231 8844 1814
internal_count=1325724 5199 2065 1320525 9525 817 885 554 321 44 233 98 73 8708 8686 340 264 192 59 1311000 9628 595 338 9033 189 217 257 231 8844 1814
cat_boundaries=0 1
cat_threshold=512
is_linear=0
shrinkage=0.05


Tree=156
num_leaves=31
num_cat=0
split_feature=86 60 36 97 86 126 7 103 63 18 76 116 113 74 58 8 61 3 68 79 58 70 0 68 91 52 31 87 71 113
split_gain=1.80385 1.79911 1.67528 4.50871 3.87296 2.58882 3.28135 2.0551 1.85077 1.69311 4.55729 3.70001 2.67527 2.15603 1.88572 1.97469 2.40601 3.09788 3.16406 2.52879 2.00721 1.93674 2.09559 1.9284 1.84955 3.67785 3.94889 3.22423 3.12015 3.32205
threshold=0.9322359859943391 0.45038852095603948 7.0499999523162851 -0.79027602076530445 0.88036689162254345 0.9170251488685609 12.050000190734865 0.47054453194141393 0.29017858207225805 5.7200000286102304 14.444999694824221 0.99687939882278453 0.94828754663467418 0.6438652276992799 241.86436462402347 15.550000190734865 0.3036396205425263 340.50000000000006 315.51673889160162 15.34500026702881 182.67262268066409 310.02189636230474 309.50000000000006 253.34393310546878 0.26727399230003362 0.23499999940395358 1011.7500000000001 0.73298063874244701 316.80416870117193 -0.67556449770927418
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 4 5 6 -1 -5 -7 10 13 12 14 24 15 16 17 18 21 20 -20 23 -23 -12 28 26 -26 -28 -4 -30
right_child=1 -3 9 7 -6 8 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.037886213936976026 -0.0028869616642559384 -0.00017181358522730779 -5.6600048756890073e-05 -0.01257315433861041 -0.00091987075408854122 0.019407324255665853 0.012748356663231628 0.00055842231418876576 0.0010769346199231223 6.4226003706034699e-06 -0.0062995715674506285 0.014503297720597509 -0.017192227875107321 -0.0019805373994226257 -0.00082550365672153273 -0.0071544326584978349 -0.0038536459722061122 0.018394483719021082 0.0058423226891920485 -0.0041869589915642371 0.025175112947821616 0.0020131134954483611 -0.016762381738295692 0.00084772366492270922 0.015729098348897332 -0.0043662651339439499 0.018305541221052407 -0.0031466390237423546 0.010954062850214542 0.00048348933103790681
leaf_weight=21 1079 1404 34412 37 63 21 34 153 40 1281782 126 34 29 1536 1917 252 1109 22 29 26 25 23 42 376 49 613 20 141 133 176
leaf_count=21 1079 1404 34412 37 63 21 34 153 40 1281782 126 34 29 1536 1917 252 1109 22 29 26 25 23 42 376 49 613 20 141 133 176
internal_value=-5.29204e-06 -0.00135169 -2.76558e-06 0.00336576 0.00905997 0.0144801 0.0223464 -0.00199878 0.0073874 -3.70519e-06 -0.000319636 -0.00192086 -0.00206131 -0.000146473 -0.00195014 -0.00301217 -0.00242508 -5.69469e-05 -0.000684353 0.0086243 0.0147927 -0.00199774 -0.0101187 -0.000946219 -6.72152e-05 -0.00240991 0.00330076 -0.000481772 -1.16856e-05 0.00499024
internal_weight=1.32572e+06 2483 1.32324e+06 369 179 116 55 190 61 1.32287e+06 41090 4010 3976 37080 3947 2030 1778 669 647 80 54 567 65 502 35544 823 210 161 34721 309
internal_count=1325724 2483 1323241 369 179 116 55 190 61 1322872 41090 4010 3976 37080 3947 2030 1778 669 647 80 54 567 65 502 35544 823 210 161 34721 309
is_linear=0
shrinkage=0.05


Tree=157
num_leaves=31
num_cat=0
split_feature=84 15 52 28 38 5 7 61 84 86 57 89 106 29 125 1 7 36 108 37 123 29 82 71 60 98 72 79 64 62
split_gain=1.74891 3.10373 4.32097 5.34623 4.32092 3.31669 3.73382 3.62966 3.26721 3.12733 3.04213 2.95842 2.91259 2.95891 2.83301 3.95484 3.40983 3.00672 2.7689 3.11555 2.76364 3.2119 3.89995 3.39006 2.68628 2.6516 3.06819 2.94076 2.63978 2.56094
threshold=0.87770614027977001 0.9350000023841859 0.11499999836087228 1009.2500000000001 21.650000572204593 4.6499998569488534 4.9500000476837167 0.35423286259174352 0.87946966290473949 0.87686511874198925 110.15402221679689 -0.99832448363304127 -0.99595117568969715 1012.9500122070314 -0.78257837891578663 260.50000000000006 11.949999809265138 7.7500000000000009 0.087770417332649245 15.449999809265138 1.0000000180025095e-35 1012.5499877929689 282.23377990722662 267.68046569824224 0.3588987290859223 -0.43862064182758326 0.54785746335983287 11.515000343322756 0.63499999046325695 0.25831271708011633
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 3 8 -2 7 9 25 -3 29 -4 12 -9 -14 -8 -16 17 -17 19 -19 -11 23 -23 -22 -10 26 28 -28 -5 -7
right_child=1 2 10 5 -6 6 14 11 24 20 -12 -13 13 -15 15 16 -18 18 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.4734130912919905e-05 -0.0012442953303691867 0.015714548803541974 -0.0014225144799720742 0.0044503215905358521 0.013081366976477066 -0.013918893248133135 -0.0084022032626142554 0.0032649353724615326 -0.0059215519002754494 -0.0019652958074586773 -0.0001288157925547577 0.0050222348832043955 0.01070895040915771 0.036641160466454249 0.0055804435937822638 0.019005676768720153 0.0045548971298236098 0.013935712900068335 -0.0011999359625176741 -0.0018928326152521987 0.023430014433679158 -0.0082824401720835456 0.014504852671442288 0.00085661999624350976 0.00042465471838478569 -0.010335206503615432 -0.0021071217669712673 0.0045526664071392428 0.019193727804756748 -0.002919331569162725
leaf_weight=1185365 7674 23 4720 117 53 84 66 29 426 506 121962 749 22 22 616 20 497 67 1300 58 39 57 28 29 274 46 415 276 41 143
leaf_count=1185365 7674 23 4720 117 53 84 66 29 426 506 121962 749 22 22 616 20 497 67 1300 58 39 57 28 29 274 46 415 276 41 143
internal_value=-5.02744e-06 -0.000171919 -0.000115168 0.00120168 -0.00114603 0.00175909 0.000878192 0.00355989 -0.0028282 -0.00192826 -0.000177017 0.00595869 0.0155669 0.0236751 0.0018258 0.0020897 0.000982435 -0.000246294 -0.000516497 0.00659127 -0.000184811 0.00570359 -0.000776038 0.0138031 -0.00343747 0.00135675 0.00199024 0.000552938 0.00827614 -0.00698965
internal_weight=1.32572e+06 140359 132632 5950 7727 5227 3510 1717 723 886 126682 822 73 44 2624 2558 1942 1445 1425 125 659 153 85 68 700 895 849 691 158 227
internal_count=1325724 140359 132632 5950 7727 5227 3510 1717 723 886 126682 822 73 44 2624 2558 1942 1445 1425 125 659 153 85 68 700 895 849 691 158 227
is_linear=0
shrinkage=0.05


Tree=158
num_leaves=31
num_cat=1
split_feature=85 60 136 60 13 59 92 100 3 22 52 71 97 2 99 60 12 88 70 29 1 65 1 8 36 60 73 29 37 89
split_gain=1.6821 2.36632 2.35331 3.32314 2.92568 4.13045 2.50178 2.1564 2.83078 2.06501 2.61626 3.4921 3.6459 3.9582 3.46228 3.12929 2.99746 2.47888 3.32212 2.79291 2.2598 2.13275 2.13201 2.0635 2.05889 2.19183 2.00016 2.184 2.03274 2.64943
threshold=0.91151428222656261 0.47534126043319708 0 0.22044127434492114 2.8750000000000004 301.99288940429693 -0.99770453572273243 0.76890486478805553 314.50000000000006 4.0250000953674325 0.15500000119209292 268.67390441894537 -0.99368047714233387 251.50000000000003 -0.93936672806739796 0.29619006812572485 1.3849999904632571 -0.70409920811653126 257.56816101074224 1009.5499877929689 230.50000000000003 0.25499999523162847 275.50000000000006 4.1499998569488534 15.949999809265138 0.30832596123218542 0.86594918370246898 1014.3500061035157 12.750000000000002 -0.95791423320770253
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -4 8 -2 -8 11 12 13 22 16 -16 24 18 20 -19 -13 -21 -11 -23 25 -15 27 28 29 -5
right_child=1 -3 6 26 -6 -7 9 -9 -10 10 -12 17 -14 14 15 -17 -18 19 -20 21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.7865569891447379e-06 0.0047686307953910961 9.7090694205308466e-05 -0.0066461338143084863 0.015601952390914615 -0.0055033028070979265 0.031273459199638594 -0.0077260187014150591 0.00023034532704124496 0.02854439841051187 -1.9051190138908854e-05 -0.001493404629130043 0.00085494231682753689 0.00036435671640638927 0.0079057747328823268 0.033546788369615874 0.008013781756162644 -0.007733506865799428 -0.0099466941772349687 5.4578629256550063e-05 -0.01025342561040463 0.019773515534440154 0.0045192147655013417 0.017234084922820331 -0.0022509781630565364 0.0045023122166943123 0.029754977122259635 -0.0044243209953829478 -0.0013571659010887941 0.00050484549344036352 0.0035105755616066403
leaf_weight=1302244 31 11296 207 55 34 21 116 56 21 171 7407 27 605 22 30 20 25 119 644 67 38 140 20 574 48 24 216 686 503 257
leaf_count=1302244 31 11296 207 55 34 21 116 56 21 171 7407 27 605 22 30 20 25 119 644 67 38 140 20 574 48 24 216 686 503 257
internal_value=-4.77606e-06 -0.000424213 -0.000907523 0.000718192 0.00754472 0.0109837 -0.00120367 0.00703851 0.0143704 -0.00109328 -0.0010162 0.000357023 0.00273509 0.00671923 0.0122929 0.0233336 0.00765395 -0.00106922 0.00114193 -0.00281112 0.011915 -0.00172388 0.00178756 -0.000923489 0.0117464 0.0193054 7.43118e-05 0.000721683 0.00247149 0.00564207
internal_weight=1.32572e+06 23480 12184 1880 163 129 10304 108 52 10097 9981 2574 965 360 169 50 119 1609 709 900 65 781 191 714 94 46 1717 1501 815 312
internal_count=1325724 23480 12184 1880 163 129 10304 108 52 10097 9981 2574 965 360 169 50 119 1609 709 900 65 781 191 714 94 46 1717 1501 815 312
cat_boundaries=0 1
cat_threshold=322
is_linear=0
shrinkage=0.05


Tree=159
num_leaves=31
num_cat=1
split_feature=135 53 60 88 63 91 122 31 92 80 61 74 65 41 136 12 106 56 20 66 59 62 95 116 31 25 98 95 25 38
split_gain=1.59233 2.27003 1.68136 8.21642 5.41757 5.6357 4.74975 4.41989 4.5941 4.1429 5.6826 4.86608 4.93548 4.54405 4.1327 4.06714 3.97308 4.41548 3.85175 3.68942 4.23648 4.06478 4.03344 3.54295 3.44902 3.30395 4.20816 3.43495 4.48983 3.26726
threshold=1022.8500061035157 6.9449999332427987 0.45038852095603948 0.24385193735361102 0.35545112192630773 1.0000000180025095e-35 0.86159634590148937 1024.1499633789065 -0.97929483652114857 298.52856445312506 0.29174077510833746 0.64103671908378612 0.56499999761581432 12.84999990463257 0 3.245000004768372 -0.63362881541252125 296.77000427246099 6.4149999618530282 25.175000190734867 182.5785827636719 0.27744922041893011 -0.48375479876995081 0.96359375119209301 1020.9500122070314 337.50000000000006 -0.94028836488723744 0.070762906223535552 340.50000000000006 21.94999980926514
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 9 16 8 -6 11 13 -1 -13 18 -14 19 25 -18 -11 20 22 -21 24 -17 29 -7 -27 28 -28 -10
right_child=1 -3 3 -5 7 6 -8 -9 15 10 -12 12 14 -15 -16 23 17 -19 -20 21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=2.1198206498219331e-05 -0.0036763829091906648 -0.00043825115852689079 6.6001918434020656e-05 0.0030057862291665359 -0.0011166941477208255 -0.00029563982399473512 -0.0046025033587939112 -0.0017683774015776076 0.0011387279955890172 0.0013668578999824637 7.8181064128450287e-05 -0.0039725450678978055 0.0014322667834223432 0.0065985061646254145 -0.0010238447411696253 -0.0018406669386792065 -0.0026322795386648414 0.0012409262653838642 -0.00013929281894500985 -0.0039302058933518473 -0.00026824883448781973 0.0011944601298508445 -0.0023966020184811249 0.0047782493764049073 -0.0053087287398061482 -0.0077728501986712223 0.039950430224416779 -0.001056669697256597 0.0098065097831810527 0.0084390270680439871
leaf_weight=664080 678 2683 400038 2391 14122 13410 800 4997 8742 16256 41865 1211 2030 365 10716 4835 3899 907 5745 408 116480 7497 896 211 204 28 21 23 30 156
leaf_count=664080 678 2683 400038 2391 14122 13410 800 4997 8742 16256 41865 1211 2030 365 10716 4835 3899 907 5745 408 116480 7497 896 211 204 28 21 23 30 156
internal_value=-4.53726e-06 -0.00109147 -1.77466e-06 8.34684e-05 -3.90646e-05 1.63051e-05 -0.000831314 -0.000304963 -0.000257339 3.81365e-05 0.000421929 1.77958e-06 -0.000922167 0.00106536 -0.00063235 -0.0001703 -0.000666615 -0.00190132 0.000973565 -0.000117972 -0.000183468 0.000929961 0.000804252 -0.00156389 0.00111934 -0.000227451 0.00873736 0.0149845 0.0222187 0.00126672
internal_weight=1.32572e+06 3361 1.32236e+06 402429 919934 761386 19118 158548 153551 742268 64231 678037 13957 22366 12746 139429 18318 4806 22001 134383 126478 7905 9998 5046 9102 13512 102 74 51 8898
internal_count=1325724 3361 1322363 402429 919934 761386 19118 158548 153551 742268 64231 678037 13957 22366 12746 139429 18318 4806 22001 134383 126478 7905 9998 5046 9102 13512 102 74 51 8898
cat_boundaries=0 1
cat_threshold=548
is_linear=0
shrinkage=0.05


Tree=160
num_leaves=31
num_cat=2
split_feature=36 97 83 14 75 122 93 85 93 31 93 136 65 22 29 32 71 79 72 31 65 74 96 88 106 21 91 136 61 12
split_gain=2.08875 3.53924 3.02605 3.5911 1.71172 1.68588 1.64411 1.55108 1.9868 1.69152 5.0065 6.26458 5.7282 6.70702 6.31865 6.07537 6.02021 5.50573 5.22772 5.07867 4.66073 3.9026 3.82743 3.6999 4.04805 3.63582 3.54244 3.51471 3.49201 3.98921
threshold=7.0499999523162851 -0.79027602076530445 330.29232788085943 1.6950000524520876 0.7297331988811494 -0.3172925859689712 0.47337947785854345 0.92680129408836376 -0.98357090353965748 1014.4500122070314 -0.14634330570697782 0 0.61500000953674328 6.1250000000000009 1011.5499877929689 14.650000095367433 307.10113525390631 8.9049997329711932 0.4142566323280335 1012.6499938964845 1.3650000095367434 0.86624020338058483 -0.55230027437210072 -0.6108589470386504 -0.83115112781524647 5.3750000000000009 -0.022105064243078228 1 0.31723619997501379 0.60500001907348644
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=1 2 3 -1 -4 6 -5 9 -9 10 11 23 18 17 15 16 22 27 25 -16 -19 -18 -15 -2 -25 -13 -21 -14 29 -20
right_child=7 -3 4 5 -6 -7 -8 8 -10 -11 -12 12 13 14 19 -17 21 20 28 26 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.018371274289401138 -6.1300159674975159e-05 -0.0010942477330816267 0.011791518691163032 0.010229203302324527 0.029782924498431385 -0.0094836171092431282 -0.0059656937643885613 -0.0056165619187224748 -0.00066296883507613996 -4.3274664178400747e-05 -2.2892408882962845e-05 0.0047829476110505999 -0.0017490545487425881 -0.00093048023704046963 0.0017384153566589384 0.00097935682938902731 -0.00014511771044160406 0.0020732478330706193 -0.0052041962645238355 0.00038633304218292679 0.00010811729795510913 0.0028104370489249863 -0.0049742299197656327 0.00021121439957799893 -0.0025662633426691175 0.0009657850463863862 0.0019208752903628987 -0.00029571853892523857 -0.00018524363313825016 0.0053693187395535509
leaf_weight=34 14167 195 39 42 20 34 25 211 4978 808336 372213 1899 5699 11014 16538 11180 2973 3681 105 23428 16733 1789 618 2046 3656 929 4480 15384 2723 593
leaf_count=34 14167 195 39 42 20 34 25 211 4978 808336 372213 1899 5699 11014 16538 11180 2973 3681 105 23428 16733 1789 618 2046 3656 929 4480 15384 2723 593
internal_value=-5.5396e-07 0.00366276 0.00844429 0.00431603 0.0178903 -0.000415434 0.00418633 -1.62915e-06 -0.000864396 1.76197e-06 7.28861e-05 0.000328195 0.000464584 0.000383492 0.000675225 8.0629e-05 -0.000532265 -0.000122826 0.00193842 0.00104411 0.000462465 0.000965232 -0.00114532 -0.000493916 -0.00156964 0.00352901 0.000632669 -0.000689543 0.000623545 0.00377875
internal_weight=1.32576e+06 389 194 135 59 101 67 1.32537e+06 5189 1.32018e+06 511848 139635 119766 113517 72020 27574 16394 41497 6249 44446 20414 4762 11632 19869 5702 2828 27908 21083 3421 698
internal_count=1325762 389 194 135 59 101 67 1325373 5189 1320184 511848 139635 119766 113517 72020 27574 16394 41497 6249 44446 20414 4762 11632 19869 5702 2828 27908 21083 3421 698
cat_boundaries=0 1 2
cat_threshold=4240 1537
is_linear=0
shrinkage=0.05


Tree=161
num_leaves=31
num_cat=1
split_feature=36 96 18 83 86 66 14 60 127 103 28 94 39 111 125 23 14 136 93 85 69 105 88 30 87 94 102 27 64 5
split_gain=1.88509 2.53735 3.29465 3.05702 1.80858 2.07523 2.21671 2.19562 2.10855 1.60685 1.53719 4.88991 4.46255 4.00009 3.26428 3.72168 2.85971 4.19309 3.86774 4.22031 3.68918 3.01133 3.55983 3.09292 2.76271 2.60296 2.69738 3.52631 2.44163 2.58089
threshold=7.0499999523162851 -0.79261872172355641 5.4100000858306894 330.29232788085943 0.9322359859943391 0.25499999523162847 0.97500002384185802 0.45038852095603948 -0.095842104405164705 0.50280961394310009 1021.7500000000001 -0.58903241157531727 17.750000000000004 0.57615676522254955 0.9980967938899995 5.3250000476837167 1.9249999523162844 0 -0.87012585997581471 0.77515071630477916 316.76559448242193 -0.93661916255950917 -0.59581279754638661 1022.1499938964845 0.86353820562362682 -0.96977913379669178 0.4753470122814179 315.50000000000006 2.745000004768372 8.0500001907348651
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 10 6 -6 -7 -8 -3 -2 12 14 -14 16 -16 17 -12 19 -18 -21 22 -19 28 -25 26 -20 -28 29 -23
right_child=4 9 3 -5 5 7 8 -9 -10 -11 11 -13 13 -15 15 -17 18 21 25 20 -22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.026215227178874468 2.0718022228718585e-05 -0.0088491910866772775 0.00074399610366985332 0.014998068841258911 -0.0070997285571965307 -0.0033701514233333198 0.020222339019528593 -0.00031909708043362977 0.0014342240340608572 0.0019317971326054493 -0.0010845255508426829 -9.2457414088571361e-05 0.00064463782401984204 0.021425841605434051 0.019960583875174909 0.0012710887158849859 0.02854086636565626 -0.004366465477430981 -0.0014079976261460357 0.0016612635089609869 0.023984111675963506 -0.0078321581286924687 -0.012769872037342237 -0.0031893412170596173 -0.0095083609903784116 -0.0024548195501190237 0.026271800849852818 -0.00083259266324430003 0.0030953059780758699 0.0098147579506039639
leaf_weight=21 1166572 45 119 55 22 1023 32 1392 28 149 2400 150726 57 39 34 123 20 353 56 156 21 121 196 823 219 591 28 21 295 25
leaf_count=21 1166572 45 119 55 22 1023 32 1392 28 149 2400 150726 57 39 34 123 20 353 56 156 21 121 196 823 219 591 28 21 295 25
internal_value=-5.27033e-07 0.00347962 0.00750743 0.00524959 -1.54846e-06 -0.00134592 0.00647657 -0.00161153 0.0114546 -0.000568948 9.89114e-07 -0.000146257 -0.00160001 0.009087 -0.00178716 0.0053185 -0.00199666 -0.00251677 0.000584681 0.00676975 0.00430974 -0.00418248 -0.00736659 -0.00303194 -0.00451743 -0.00116598 0.00608836 0.0146556 0.000477989 -0.00481043
internal_weight=1.32576e+06 389 195 174 1.32537e+06 2497 82 2415 60 194 1.32288e+06 156304 5578 96 5482 157 5325 4432 893 197 177 2032 549 1483 1042 696 105 49 441 146
internal_count=1325762 389 195 174 1325373 2497 82 2415 60 194 1322876 156304 5578 96 5482 157 5325 4432 893 197 177 2032 549 1483 1042 696 105 49 441 146
cat_boundaries=0 1
cat_threshold=240
is_linear=0
shrinkage=0.05


Tree=162
num_leaves=31
num_cat=0
split_feature=36 97 86 126 6 11 86 60 101 121 28 9 24 77 60 23 97 95 85 27 31 59 65 19 102 79 7 20 105 56
split_gain=1.7013 3.02639 2.82073 2.30833 2.66483 1.88825 1.63224 1.8157 1.62968 5.10375 6.2275 4.42965 5.0177 4.5387 4.18727 4.04198 4.25814 4.67351 3.84883 3.78493 4.32099 5.86511 5.47442 3.31957 3.23567 3.56509 4.46881 3.22934 3.35811 4.03463
threshold=7.0499999523162851 -0.79027602076530445 0.87338650226593029 0.9238443672657014 13.750000000000002 13.449999809265138 0.9322359859943391 0.45038852095603948 -0.081273842602968202 -0.79332312941551197 1014.4500122070314 1.0000000180025095e-35 297.50000000000006 8.3850002288818377 0.52894717454910289 5.1050000190734872 -0.91460591554641713 -0.97386455535888661 0.682692050933838 310.50000000000006 1014.5499877929689 194.05097198486331 1.0149999856948855 5.1300001144409189 -0.47482675313949579 11.875000000000002 7.6499998569488534 4.4249999523162851 -0.96931719779968251 210.45575714111331
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 2 3 4 -1 -4 8 -8 9 10 27 12 18 -14 19 16 -15 -18 -11 20 22 -22 -13 -23 25 -10 -27 -2 29 -29
right_child=6 -3 5 -5 -6 -7 7 -9 24 11 -12 14 13 15 -16 -17 17 -19 -20 -21 21 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.030413740997513136 -0.0017688484860930961 -0.0010932290837024977 -0.011114819643452116 0.005443812028637955 0.0083105125762522221 0.005489452236328525 -0.0028217549532421225 -0.00010057440585377199 0.00049159334508769553 0.0034508081133882347 -0.00029776496598715041 0.00082362378711069823 0.0003620971574570555 0.00092089315211134305 2.8344118104314034e-06 0.0040736221984721569 0.00090348575613461444 0.022967568531021245 -0.00064232233568969237 0.00035076521240886009 -0.0026269382171713175 -0.0054116785510065907 -0.00082327602598173213 -0.00078324106808747842 1.3431831076210706e-05 0.0064503213610770929 0.00099701646372926797 0.00064206755206868684 0.00035486737656655184 0.0026616733375099478
leaf_weight=30 1008 195 23 49 25 67 1081 1416 5681 699 19265 6980 669 56 35471 685 32 96 3220 7706 6203 395 18211 20120 1177159 628 935 4525 7679 5453
leaf_count=30 1008 195 23 49 25 67 1081 1416 5681 699 19265 6980 669 56 35471 685 32 96 3220 7706 6203 395 18211 20120 1177159 628 935 4525 7679 5453
internal_value=-5.0109e-07 0.00330564 0.00772719 0.0133358 0.0203668 0.00124614 -1.47145e-06 -0.00127863 9.39248e-07 -0.000161365 0.000332851 -0.000347808 0.00103754 0.00345776 -0.000427314 0.00584097 0.0124205 0.0174515 8.77359e-05 -0.000683253 -0.000836755 -0.00127971 -0.000366948 -0.000872358 1.99148e-05 0.00107341 0.00318811 0.000983739 0.00114088 0.00174579
internal_weight=1.32576e+06 389 194 104 55 90 1.32537e+06 2497 1.32288e+06 138473 37930 100543 5457 1538 95086 869 184 128 3919 59615 51909 26718 25191 20515 1.1844e+06 7244 1563 18665 17657 9978
internal_count=1325762 389 194 104 55 90 1325373 2497 1322876 138473 37930 100543 5457 1538 95086 869 184 128 3919 59615 51909 26718 25191 20515 1184403 7244 1563 18665 17657 9978
is_linear=0
shrinkage=0.05


Tree=163
num_leaves=31
num_cat=1
split_feature=36 97 86 126 73 52 110 112 79 52 124 11 112 31 136 24 65 11 119 34 53 119 93 69 123 31 85 35 123 57
split_gain=1.53542 2.73132 2.54571 2.08327 2.90517 1.91559 1.74984 1.51199 3.54937 4.32804 4.78867 4.8733 4.72298 4.99596 4.45816 3.83749 3.78597 3.63105 3.92318 3.88531 3.60552 3.50875 3.43456 3.16363 3.35026 3.16224 3.46383 3.13576 3.11012 3.04915
threshold=7.0499999523162851 -0.79027602076530445 0.87338650226593029 0.9238443672657014 0.6614021658897401 0.35500000417232519 0.84944096207618724 -0.35019405186176294 2.554999947547913 0.35500000417232519 0.6755644977092744 9.2500000000000018 0.84335932135581981 1013.4500122070314 0 75.500000000000014 56.815000534057624 5.5499999523162851 0.58068084716796886 19.44999980926514 0.46500000357627874 0.99140709638595592 -0.75322479009628285 330.58357238769537 0.0087262028828263907 1020.2500000000001 0.89350286126136791 18.050000190734867 0.59480014443397533 272.65489196777349
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -4 -2 -9 10 11 12 -10 -14 16 -16 -11 19 27 20 -17 22 -12 29 -25 -23 -27 -19 -24 -20
right_child=7 -3 6 5 -6 -7 -8 8 9 14 21 -13 13 -15 15 17 -18 18 23 -21 -22 25 28 24 -26 26 -28 -29 -30 -31
leaf_value=0.029459594118018309 -1.7996470500906304e-05 -0.0010385677409328437 -0.0067887808079831304 0.01446986205947514 0.0062882865779101856 -0.005339433273057575 0.0072805350098539808 -4.217897738343907e-05 -7.0507818285203615e-05 -0.001009088747781037 -1.9874298761454903e-05 -0.0077325995740844741 0.03571808561682701 0.0024784276038050078 -0.0034259592293498045 0.006341858984634673 0.0033406733356591231 -0.00011060664598684933 0.0011830001230162561 0.0045498824095307703 0.00094928502226982077 -0.0011485361206755244 0.0061685315972671694 -0.0034597611327838659 0.011983734260368358 0.021407052172081813 0.001061378744018909 -0.0036322529575998144 0.026079330686479808 0.0045726033976547353
leaf_weight=31 1208617 195 39 26 24 23 51 73213 365 6958 246 197 20 26 567 316 539 10648 2986 834 16235 460 1013 463 38 35 52 672 20 853
leaf_count=31 1208617 195 39 26 24 23 51 73213 365 6958 246 197 20 26 567 316 539 10648 2986 834 16235 460 1013 463 38 35 52 672 20 853
internal_value=-4.76036e-07 0.00314036 0.00734083 0.012669 0.0193485 0.00517162 0.00118383 -1.39788e-06 0.000170425 0.000527896 0.00257653 -0.00126687 0.00183228 0.0169305 0.0004066 0.000652416 -0.000695433 0.000722592 0.000170356 0.00122003 0.00105224 0.00385626 0.00528962 0.00144848 -0.0022884 0.000504775 0.00924642 -0.000319666 0.00655403 0.00193615
internal_weight=1.32576e+06 389 194 104 55 49 90 1.32537e+06 116756 43543 2434 608 411 46 41109 33612 7497 33045 15660 17385 16551 1826 1279 4340 501 547 87 11320 1033 3839
internal_count=1325762 389 194 104 55 49 90 1325373 116756 43543 2434 608 411 46 41109 33612 7497 33045 15660 17385 16551 1826 1279 4340 501 547 87 11320 1033 3839
cat_boundaries=0 1
cat_threshold=6164
is_linear=0
shrinkage=0.05


Tree=164
num_leaves=31
num_cat=0
split_feature=101 121 28 27 76 123 7 39 21 29 88 104 38 66 1 124 79 4 77 72 83 80 12 61 19 10 43 32 7 8
split_gain=1.50574 4.67604 5.29223 5.04062 4.74763 4.62401 4.5862 4.62537 4.23865 8.42052 3.7716 4.58571 3.65401 4.42846 4.15739 3.51136 3.67367 3.50496 3.73426 3.50351 3.43428 3.38799 3.21937 6.61536 3.55756 3.45036 3.18272 3.16329 3.84183 3.10576
threshold=-0.081273842602968202 -0.91702514886856068 1013.9500122070314 310.50000000000006 4.5850000381469735 -0.80382624268531788 3.4500000476837163 13.150000095367433 4.4249999523162851 1021.5499877929689 -0.52817162871360768 -0.71476107835769642 16.650000572204593 0.74500000476837169 228.50000000000003 0.86159634590148937 3.4550000429153447 7.7500000000000009 3.6350001096725468 0.83335253596305858 218.53849029541018 345.91271972656256 0.6850000023841859 0.28358444571495062 5.1300001144409189 5.7500000000000009 7.0499999523162851 15.949999809265138 2.2500000000000004 11.250000000000002
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 2 5 6 -5 -1 12 8 9 20 -9 15 -3 14 -14 16 -12 18 -6 -18 -8 -10 23 -13 -24 -25 -4 -16 -29 -17
right_child=-2 3 26 4 17 -7 7 10 21 -11 11 22 13 -15 27 29 19 -19 -20 -21 -22 -23 24 25 -26 -27 -28 28 -30 -31
leaf_value=9.1839516043890805e-05 1.7777975737191903e-05 -0.00033614020124273679 0.00036748342809717451 -0.0010021402867174708 0.015217656113977768 0.0021977316319659198 -0.011700071749816601 -0.00058061187104100319 -0.00021948552922671719 0.026937965603354271 -0.0018326043976508101 0.019745803579850042 0.00063147038162287466 0.00025061347191560469 0.0091377197967687507 -0.0033668608454130809 0.00013680551710149643 -8.6238153863067141e-05 0.0018840310736133817 -0.0097463395424791013 0.0040984055336764254 0.01987356689891645 -0.011540817929417793 -0.011763379025220309 -0.00319171958208569 0.0079787125118615989 -0.0012862501552046649 0.006312771929591625 -0.00055158551602455029 0.011876923489548705
leaf_weight=4513 1186846 28671 8558 3081 53 6171 38 21800 21222 39 4945 46 1263 12275 307 1937 6141 3068 5689 91 363 21 133 53 3136 38 4408 448 374 34
leaf_count=4513 1186846 28671 8558 3081 53 6171 38 21800 21222 39 4945 46 1263 12275 307 1937 6141 3068 5689 91 363 21 133 53 3136 38 4408 448 374 34
internal_value=-4.52234e-07 -0.000156204 0.00048422 -0.000287605 0.000687294 0.00130819 -0.000399746 -0.000682698 -9.9012e-05 0.00475841 -0.00101268 -0.00158167 -7.76546e-06 0.00063414 0.00260228 -0.00115811 -0.000814979 0.00127812 0.0020071 -7.5087e-06 0.00260129 -0.000199622 -0.00321671 0.00429226 -0.0035314 -0.00351943 -0.00019473 0.00480701 0.00318957 -0.0031039
internal_weight=1.32576e+06 138916 23650 115266 11891 10684 103375 60037 21683 440 38354 16554 43338 14667 2392 13148 11177 8810 5742 6232 401 21243 3406 137 3269 91 12966 1129 822 1971
internal_count=1325762 138916 23650 115266 11891 10684 103375 60037 21683 440 38354 16554 43338 14667 2392 13148 11177 8810 5742 6232 401 21243 3406 137 3269 91 12966 1129 822 1971
is_linear=0
shrinkage=0.05


Tree=165
num_leaves=31
num_cat=0
split_feature=115 106 79 89 23 36 30 21 75 20 112 25 92 78 112 74 30 121 94 63 69 65 23 30 106 83 104 112 62 29
split_gain=1.71149 6.35643 3.27486 3.55998 3.88306 3.48078 3.18206 3.3712 2.81893 3.07388 2.74437 2.52675 2.853 2.45567 2.69974 2.41744 2.30997 2.74918 2.28368 2.27019 2.11632 3.12128 3.27227 2.11123 2.09769 2.01845 1.99781 1.99346 1.88211 1.87035
threshold=0.04361772537231446 -0.77976772189140309 1.735000014305115 -0.4644812792539596 5.2249999046325692 16.050000190734867 1010.3500061035157 8.6350002288818377 0.36003789305686956 5.7750000953674325 0.19936034083366397 205.50000000000003 -0.63225647807121266 4.2850000858306894 -0.59480014443397511 0.92573630809783947 1013.3500061035157 0.53727915883064281 -0.95814689993858326 0.28762212395668035 187.31144714355472 0.45499999821186071 5.7650001049041757 1017.9500122070314 -0.99102196097373951 306.88461303710943 -0.93178030848503102 0.55191597342491161 0.28816021978855139 1014.2500000000001
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 2 3 4 -2 -6 7 -5 9 -7 16 12 25 14 29 -3 17 -4 23 -13 -18 22 24 -16 -22 28 -14 -21 -12 -8
right_child=1 15 10 6 5 8 13 -9 -10 -11 11 19 26 -15 18 -17 20 -19 -20 27 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.2528460850869347e-05 -0.0057587539719389687 -3.0652791430423154e-05 0.0035052989630428668 -0.0047164120918023397 -0.0010702659596375141 0.024046910963952544 -0.001158196560293436 -0.025514200550538525 0.004012566687415277 0.0064812621122903443 0.017572135462485736 -0.014173052123246287 0.025468451446243403 0.0072546829253707715 -0.0015987387961845694 -0.0099943917828657844 -0.0019511573809597024 -0.0014741444130280269 0.0022676223044323721 0.0048457311697515616 0.01707301603873139 0.0010786521490904846 0.027340468501841481 -0.012558224174426869 -0.0017927811549204153 -0.0044265796320343562 0.0079409618108420062 -0.0057380489550101074 0.0049454126068995703 -0.0091660822849122022
leaf_weight=1284969 133 30116 1992 70 280 40 125 27 433 66 31 26 29 82 520 61 578 322 442 141 23 4023 22 48 41 55 37 65 615 175
leaf_count=1284969 133 30116 1992 70 280 40 125 27 433 66 31 26 29 82 520 61 578 322 442 141 23 4023 22 48 41 55 37 65 615 175
internal_value=-2.42742e-06 0.000317124 0.00138049 -0.000222591 0.00216543 0.00345227 -0.00174939 -0.0105055 0.00580163 0.0131098 0.00186963 0.0043212 0.00570418 -0.00113923 -0.00166465 -5.07936e-05 0.00151981 0.00281239 -0.000427574 -0.000250967 0.000881654 0.00128014 0.0107054 -0.00252489 0.00498711 0.00476848 0.0156424 0.00150619 0.00555134 -0.00582946
internal_weight=1.32559e+06 40618 10441 2441 952 819 1489 97 539 106 8000 999 767 1392 1310 30177 7001 2314 1010 232 4687 4109 86 568 64 701 66 206 646 300
internal_count=1325587 40618 10441 2441 952 819 1489 97 539 106 8000 999 767 1392 1310 30177 7001 2314 1010 232 4687 4109 86 568 64 701 66 206 646 300
is_linear=0
shrinkage=0.05


Tree=166
num_leaves=31
num_cat=0
split_feature=90 63 79 32 61 53 86 112 86 124 86 112 35 36 53 79 23 76 1 120 11 31 9 4 8 125 76 123 70 79
split_gain=1.59164 3.25985 3.06243 3.16989 3.10964 4.1849 4.17463 4.03485 3.30145 3.23784 3.91319 3.22266 3.16328 3.24198 3.73432 5.10473 3.86634 3.10969 3.48768 3.65284 2.91971 2.82252 3.04839 3.06778 2.74924 2.71844 2.69448 2.568 2.75043 2.78968
threshold=0.6136617660522462 0.4803984016180039 9.3550000190734881 10.150000095367433 0.25054396688938146 0.38499999046325689 0.8429357409477235 -0.68832838535308827 0.88092368841171276 0.66259482502937328 0.86077079176902782 -0.8703225553035735 10.949999809265138 11.250000000000002 1.0149999856948855 21.935000419616703 6.2850000858306894 20.695000648498539 345.50000000000006 -0.23343648016452787 6.2500000000000009 1016.4500122070314 6.8500001430511483 9.7500000000000018 12.750000000000002 -0.78257837891578663 10.404999732971193 -0.63605400919914235 307.24406433105474 15.045000076293947
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 2 3 -2 8 6 7 -6 20 10 -8 25 21 14 16 -16 -14 18 27 -20 -4 -13 -23 -24 -11 -7 -10 28 29 -15
right_child=1 -3 4 -5 5 11 9 -9 26 24 -12 12 13 17 15 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.0079928291775159e-06 -0.008322417878410723 -0.0044635489973234395 -0.0046459081641981497 -0.0011664991412226222 0.0049860512535717036 0.007320496576659858 0.029575216393208221 0.02803534127962895 0.011501010134816171 -0.0053669017219395787 0.005630263556300274 -0.0083512154227743558 0.0090568360602973335 0.0039542350698919858 0.014646823519296102 -0.0043580174525180522 0.031156139850616455 -0.0013789787878052849 0.03094726767052304 0.0046446810786922779 0.0023795070537128414 -0.0096780009013378923 0.013395891357213259 -0.0050666322614738926 0.0085648999204680047 -0.0056120835722540509 -0.007482229702181176 0.00022904738649930534 0.00071964699029922489 0.0152833468625322
leaf_weight=1317419 162 537 222 3462 37 47 21 39 20 111 91 150 95 119 53 106 25 703 22 33 443 42 60 36 52 300 286 619 175 100
leaf_count=1317419 162 537 222 3462 37 47 21 39 20 111 91 150 95 119 53 106 25 703 22 33 443 42 60 36 52 300 286 619 175 100
internal_value=-2.30605e-06 -0.000698118 -0.000433142 -0.00148638 0.000519427 0.00130715 0.00644144 0.016814 -0.00194353 0.00357484 0.0101199 0.000635966 0.00130331 0.00199265 0.00700227 0.00197693 0.0136609 0.00120344 0.0029033 0.0151657 3.41805e-05 -0.00360348 0.00155709 0.00647245 -0.000922401 -0.00386041 -0.0062415 0.00223752 0.00539296 0.00912735
internal_weight=1.32559e+06 8168 7631 3624 4007 3036 351 76 971 275 112 2685 2338 2050 279 159 120 1771 1068 55 665 288 138 96 163 347 306 1013 394 219
internal_count=1325587 8168 7631 3624 4007 3036 351 76 971 275 112 2685 2338 2050 279 159 120 1771 1068 55 665 288 138 96 163 347 306 1013 394 219
is_linear=0
shrinkage=0.05


Tree=167
num_leaves=31
num_cat=1
split_feature=18 72 56 59 136 62 106 34 102 57 26 95 93 127 112 96 9 119 96 84 78 61 22 29 30 127 15 24 69 28
split_gain=1.56649 6.52916 3.62124 4.3004 3.84809 3.59192 3.54034 3.24594 3.24075 3.50147 3.21082 3.26237 3.18957 3.25876 4.3187 3.12719 3.15455 3.14353 3.07344 2.88352 2.86106 2.78745 3.06228 3.55579 3.21894 2.77653 2.73055 3.81742 3.30834 3.15416
threshold=7.4149999618530282 0.47108633816242224 202.97028350830081 275.70652770996099 0 0.22544811666011813 -0.40207798779010767 9.9499998092651385 0.73922231793403637 234.49095153808597 338.50000000000006 -0.43325632810592646 -0.85735636949539173 -0.26722820103168482 -0.8703225553035735 0.25673778355121618 13.949999809265138 0.9170251488685609 -0.88294032216072071 0.79766300320625316 2.5449999570846562 0.29907920956611639 5.7650001049041757 1017.1499938964845 1018.9500122070314 0.47714059054851538 1.6050000190734866 315.50000000000006 306.59185791015631 1014.8500061035157
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 10 12 7 -7 19 -10 -3 -12 -5 -14 -15 -1 17 26 -16 25 -6 -21 23 -23 -25 -9 28 -28 29 -17
right_child=-2 2 -4 5 20 6 -8 8 9 -11 11 -13 13 14 18 16 -18 -19 -20 21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=3.5639215719669675e-05 1.8297434441918869e-05 -0.0010025987545757584 -0.00040524427666942709 0.019943248050506502 -0.0078459974499436331 -0.0085953870141769161 -0.0065221946600388788 0.021553339484718541 0.019253238515161419 0.0016914460225962104 -0.00049853079198371804 0.019720734508806154 0.019804457302108922 -0.0045301141091980612 0.019751249272376301 0.0071180825987345181 -0.0066249735110128927 -0.0069545437248889359 0.0037136285431619929 -0.003540687942844619 -0.0025782839927565439 0.0020283286799226076 -0.0053611772894425307 0.024934933058425993 0.0037907831032902729 -0.00060263192281126985 0.02314464731561933 0.0046769316263136369 0.021296603576495099 -0.0026152268725757799
leaf_weight=116718 1160673 4367 36890 34 274 85 195 31 51 64 42 38 29 130 40 187 66 50 118 355 4350 310 103 36 36 26 51 62 26 150
leaf_count=116718 1160673 4367 36890 34 274 85 195 31 51 64 42 38 29 130 40 187 66 50 118 355 4350 310 103 36 36 26 51 62 26 150
internal_value=-2.19074e-06 -0.000146388 -0.000640261 -0.00144946 -0.00187578 0.000904274 -0.000314258 0.00078925 0.00157749 0.00947972 -0.000818914 0.00910562 0.00538958 0.00382862 0.00221994 5.40245e-05 0.00367885 0.00497173 0.00777379 0.000564378 -0.00288419 -0.000174093 0.00229012 0.00435316 0.0143629 0.0114471 0.00622449 0.0130119 0.0041116 0.00278575
internal_weight=1.32559e+06 164914 47604 10714 9071 1643 1292 1097 1012 115 4447 80 351 317 288 117310 592 526 158 897 4624 840 485 382 72 57 476 113 363 337
internal_count=1325587 164914 47604 10714 9071 1643 1292 1097 1012 115 4447 80 351 317 288 117310 592 526 158 897 4624 840 485 382 72 57 476 113 363 337
cat_boundaries=0 1
cat_threshold=709
is_linear=0
shrinkage=0.05


Tree=168
num_leaves=31
num_cat=0
split_feature=115 106 79 93 23 19 112 26 32 75 54 35 74 37 105 12 74 106 71 117 105 30 121 1 95 69 65 23 106 92
split_gain=1.55239 5.74683 2.95696 3.25157 2.95488 2.80578 2.47578 2.52564 2.47327 2.52152 2.4047 2.37946 2.33054 2.44698 2.25792 3.22209 2.18083 2.1615 2.11473 2.16508 2.10964 2.08398 2.47674 2.06298 1.99501 1.91068 2.81827 2.95121 1.89189 1.86319
threshold=0.04361772537231446 -0.77976772189140309 1.735000014305115 -0.88174536824226368 5.305000066757203 14.039999961853029 0.19936034083366397 204.50000000000003 15.750000000000002 0.36003789305686956 0.2650000005960465 19.050000190734867 0.76411449909210216 15.050000190734865 -0.98779183626174916 0.72500002384185802 0.92573630809783947 -0.89278224110603321 246.2007751464844 0.061046212911605842 -0.77151402831077565 1013.3500061035157 0.53727915883064281 352.50000000000006 -0.99316588044166554 187.31144714355472 0.45499999821186071 5.7650001049041757 -0.99102196097373951 -0.63225647807121266
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 2 3 5 10 12 21 11 -6 14 -5 -8 13 -2 15 -10 -3 24 19 -7 -19 22 23 -4 -15 -23 27 28 -27 -9
right_child=1 16 6 4 8 18 7 29 9 -11 -12 -13 -14 17 -16 -17 -18 20 -20 -21 -22 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.1701296276771307e-05 -0.011500387357973298 -2.844606476055502e-05 0.0031357085822447139 0.011573880591260438 4.3885349277984496e-05 0.00095587281197863794 0.0041798174222902971 -0.0017966853200018765 0.035758159048855306 0.0036719009709343612 -0.0060500134387840264 0.011231237965087031 -0.015576023719317857 -0.0098345346754768453 0.0050876439568844252 0.0090640261536464092 -0.0094920271144966137 0.0099692090964097479 -0.0049268375088771183 0.013797218416418348 -0.0087434933893382558 -0.0018519169417694368 -0.0013949937816415169 0.016569652882051363 -0.0017758540364316809 0.016221659949413783 0.0010269142746420232 0.025972390275935387 -0.0016947782149810981 0.0095463924391498405
leaf_weight=1284969 81 30116 1963 22 387 528 576 229 20 408 161 151 42 98 47 26 61 61 150 35 20 578 322 29 355 23 4023 22 41 43
leaf_count=1284969 81 30116 1963 22 387 528 576 229 20 408 161 151 42 98 47 26 61 61 150 35 20 578 322 29 355 23 4023 22 41 43
internal_value=-2.08121e-06 0.000302255 0.00131335 -0.000209942 0.00185401 -0.00182344 0.00177814 0.00410665 0.00304625 0.00536543 -0.00393129 0.00564442 -0.00418065 -0.00340243 0.0127951 0.0206702 -4.75758e-05 -0.00217408 0.000348637 0.00175418 0.00534879 0.00144588 0.00267361 0.00333128 -0.00351923 0.000839742 0.00121837 0.0101745 0.00474394 -3.47817e-06
internal_weight=1.32559e+06 40618 10441 2441 1071 1370 8000 999 888 501 183 727 657 615 93 46 30177 534 713 563 81 7001 2314 1992 453 4687 4109 86 64 272
internal_count=1325587 40618 10441 2441 1071 1370 8000 999 888 501 183 727 657 615 93 46 30177 534 713 563 81 7001 2314 1992 453 4687 4109 86 64 272
is_linear=0
shrinkage=0.05


Tree=169
num_leaves=31
num_cat=0
split_feature=99 64 84 92 67 66 22 87 21 64 127 95 43 9 2 28 80 109 21 25 38 34 84 31 105 85 24 94 57 52
split_gain=1.48119 3.98357 3.97995 3.64279 2.50694 3.52546 3.66381 3.52648 2.93282 3.35073 2.80483 2.59702 2.44035 2.42544 2.8849 2.83455 3.89338 2.45096 2.37367 2.2114 1.97392 3.27995 2.83952 2.64649 2.53292 2.16789 3.2029 2.05532 2.3444 4.41518
threshold=0.10538833215832712 3.6950000524520878 0.49177592992782598 0.78704518079757702 2.0449999570846562 2.685000061988831 5.3250000476837167 0.88506808876991283 5.9949998855590829 1.985000014305115 0.63605400919914257 -0.65081489086151112 6.9500000476837167 1.1500000357627871 113.50000000000001 1015.9500122070314 307.07710266113287 0.9227779507637025 5.1250000000000009 303.50000000000006 14.050000190734865 15.250000000000002 0.89892682433128368 1014.7500000000001 -0.12476463615894316 0.88355645537376415 308.50000000000006 0.52213063836097728 269.88381958007818 1.2150000333786013
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 -3 4 13 6 10 19 9 -7 -6 -10 -5 15 17 -2 -17 -15 -4 -8 24 23 -23 25 27 26 -22 28 -16 -30
right_child=1 2 18 12 5 8 7 -9 11 -11 -12 -13 -14 14 20 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.0922985838972764e-06 0.0036261421362168977 0.017302982545723874 -0.016148554670092252 -0.0069235710234657015 0.0092605930023516216 0.012404651737407499 0.0059966317716439186 -0.011126954689657746 0.0031958558863532495 -0.0088431454996073921 0.030881684018919865 0.021911122016830459 0.0058783292064463052 -0.004240184207911982 -0.0022734732779525397 0.0030986195337027313 0.033923450372475648 0.01233386578775632 -0.0014370870903523862 0.019142566372950875 0.011295399227394509 0.0011900155355395838 0.020198674984276296 0.0031538941889776143 0.015071738308862501 -0.0015980061648103101 0.033143865664387706 -0.012456023672019088 0.026620989594431151 -0.0050890615047967953
leaf_weight=1320998 118 28 28 179 30 23 178 26 158 96 30 21 47 316 316 20 21 24 1321 39 104 1111 20 182 23 24 20 42 21 23
leaf_count=1320998 118 28 28 179 30 23 178 26 158 96 30 21 47 316 316 20 21 24 1321 39 104 1111 20 182 23 24 20 42 21 23
internal_value=-1.97715e-06 0.000894757 -0.00135517 0.00185931 0.00232255 0.00520861 0.00900636 0.00627432 0.00134713 -0.00473643 0.0200711 0.0053915 -0.00426123 0.00159529 0.00116915 0.00756132 0.0188869 -0.00307025 -0.00174244 0.00835927 0.00193341 0.00280584 0.00152615 0.00719168 -0.00106571 0.0121571 0.0148193 -0.001989 -0.000767848 0.0100453
internal_weight=1.32559e+06 4589 1377 3212 2986 601 303 243 298 119 60 179 226 2385 2226 159 41 340 1349 217 1886 1461 1131 330 425 148 124 402 360 44
internal_count=1325587 4589 1377 3212 2986 601 303 243 298 119 60 179 226 2385 2226 159 41 340 1349 217 1886 1461 1131 330 425 148 124 402 360 44
is_linear=0
shrinkage=0.05


Tree=170
num_leaves=31
num_cat=0
split_feature=15 53 92 28 81 106 89 106 122 61 57 58 38 61 28 37 100 123 101 88 58 24 79 16 118 34 115 23 30 82
split_gain=1.92519 4.89858 2.83359 5.31311 2.96561 2.31119 2.05327 2.16373 2.62135 1.88307 1.82362 2.02893 1.86533 1.81105 1.90635 1.64019 1.66835 2.85229 2.22064 1.62173 1.6859 1.54598 2.857 3.04324 3.62711 3.16476 2.92987 2.79372 2.73898 2.93324
threshold=0.50499999523162853 0.2650000005960465 -0.85587266087532032 1014.7500000000001 277.16072082519537 -0.99990627169609059 0.11614706739783288 -0.99961963295936573 -0.58068084716796864 0.31494139134883886 176.80226898193362 211.50930023193362 19.250000000000004 0.49787774682044988 1021.8500061035157 9.9499998092651385 -0.51934814453124989 -0.88697704672813404 -0.56676605343818653 -0.89300078153610218 254.5458908081055 177.50000000000003 1.1649999618530276 3.9249999523162846 -0.0087262028828264185 12.150000095367433 0.608738273382187 5.1050000190734872 1019.3500061035157 281.12159729003912
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 2 3 -1 5 -4 7 8 -3 -6 -9 13 -13 14 -12 -7 17 -17 -18 20 -11 22 -2 24 27 26 -25 -24 -27 -30
right_child=21 6 4 -5 9 15 -8 10 -10 19 11 12 -14 -15 -16 16 18 -19 -20 -21 -22 -23 23 25 -26 28 -28 -29 29 -31
leaf_value=0.030300530938389289 -4.9096904938914513e-05 -0.0024442205215907762 0.014385813398153655 -0.00057517101890162427 -0.012904052130163532 -0.013345308456084002 -0.010824948899284169 0.0080129371109333904 0.016636557681486013 -0.0054951525166292087 -0.01118490136317422 -0.0030969224327557017 0.011989323864690961 0.0027343814998554688 0.0016260985052213074 0.022643486545844513 -0.012808490640429014 -9.0767747118465002e-05 3.5757394499234898e-05 -0.012334129959344865 0.014079296207902107 -4.9134492228533724e-06 0.027731133153241491 -0.00056893031081391003 -0.0050436240956187248 0.0012364088201592721 -0.013292376105876073 0.0044337520375847816 -0.0051512864212638941 0.00080463950150978271
leaf_weight=22 23446 45 28 38 73 23 91 33 30 22 199 843 21 36 34 22 34 37 3281 22 22 1279739 31 2760 25 13300 46 22 356 493
leaf_count=22 23446 45 28 38 73 23 91 33 30 22 199 843 21 36 34 22 34 37 3281 22 22 1279739 31 2760 25 13300 46 22 356 493
internal_value=1.01695e-06 -0.000982604 -2.95944e-05 0.0107459 -0.000211 7.95592e-05 -0.00357548 -0.00304389 0.00518809 -0.00737047 -0.00357339 -0.00391086 -0.00273024 -0.00770286 -0.00931549 -3.8361e-05 5.23502e-05 0.00838641 -9.59785e-05 -0.00125 0.00429207 4.7094e-06 0.000308935 0.000801766 0.0106553 0.000756436 -0.000777511 0.0180605 0.00106065 -0.00169278
internal_weight=1.32517e+06 4956 3624 60 3564 3425 1332 1241 75 139 1166 1133 864 269 233 3397 3374 59 3315 66 44 1.32022e+06 40479 17033 78 16955 2806 53 14149 849
internal_count=1325174 4956 3624 60 3564 3425 1332 1241 75 139 1166 1133 864 269 233 3397 3374 59 3315 66 44 1320218 40479 17033 78 16955 2806 53 14149 849
is_linear=0
shrinkage=0.05


Tree=171
num_leaves=31
num_cat=0
split_feature=15 52 92 101 61 116 81 56 97 22 84 89 95 122 106 12 55 18 108 96 102 75 98 61 39 72 18 100 52 126
split_gain=1.74788 6.62748 4.80698 3.18001 2.88205 2.66906 2.48355 3.22972 3.34537 3.29095 2.3958 2.13856 2.80279 2.83388 2.21246 1.97788 2.11121 1.88044 2.1104 2.01122 2.87305 1.7017 1.80695 1.62961 1.77064 1.56725 4.19735 3.28243 3.18582 2.73556
threshold=0.56499999761581432 0.27500000596046453 -0.85587266087532032 -0.081273842602968202 0.42519927024841314 0.62249094247818004 278.32360839843756 274.45756530761724 0.2708012610673905 5.7449998855590829 0.74058151245117199 -0.98343181610107411 -0.43325632810592646 -0.19936034083366391 -0.99505794048309315 0.66500002145767223 0.18500000238418582 10.405000209808351 0.60225808620452892 -0.58660286664962757 -0.68165686726570118 0.46405979990959173 -0.94720849394798268 0.28919710218906408 15.949999809265138 0.8505854904651643 10.405000209808351 -0.97460347414016713 0.19500000029802325 0.94260558485984813
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 2 3 15 5 11 7 8 -4 23 -11 12 13 14 -3 16 -1 18 19 20 -13 -8 -23 -9 -25 -2 29 -28 -29 -27
right_child=25 4 6 -5 -6 -7 21 9 -10 10 -12 17 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.0020038931364459649 2.4888551614707992e-05 0.015608691051602364 -8.9244285854679054e-05 0.022764851442641683 -0.00033689964281360778 -0.010329739199131632 -0.012189230600707845 -0.0051959219145710058 0.019011400640010834 0.0067101329821964793 0.027214902353339961 0.0046481556047431446 -0.0041722870988970887 0.019068664107608664 -0.0040129965089042395 -0.0083602486266976302 0.018968351065580334 -0.0030946368258278458 0.0070502707815688591 -0.018518134621395309 -0.0095239007204322452 -0.0045321443597658361 0.0096555455981825414 -0.0021831679364873306 0.015082057692449203 -0.00077713371217769415 -0.0080894795619999068 0.0054520571131352683 3.7179101241449217e-06 0.00059089802767551939
leaf_weight=21 1174612 20 6924 36 840 147 61 46 23 29 28 44 112 34 51 21 28 1204 23 44 191 164 26 27 33 31661 125 269 104199 4131
leaf_count=21 1174612 20 6924 36 840 147 61 46 23 29 28 44 112 34 51 21 28 1204 23 44 191 164 26 27 33 31661 125 269 104199 4131
internal_value=9.66107e-07 -0.000651776 0.000116905 0.0106887 -0.00276976 -0.0038626 -3.53314e-05 0.000137229 -2.60062e-05 0.00709424 0.0167827 -0.00331084 0.00132972 0.00719853 0.00151424 0.0044781 0.00998025 -0.0039795 -0.00750724 -0.00870733 -0.00687041 -0.00492339 -0.00259067 0.00188443 0.00731271 6.01779e-06 -0.000151875 8.0581e-06 1.77471e-05 -0.00061924
internal_weight=1.32517e+06 10177 7467 106 2710 1870 7361 7110 6947 163 57 1723 217 105 71 70 49 1506 302 279 235 251 190 106 60 1.315e+06 140385 104593 104468 35792
internal_count=1325174 10177 7467 106 2710 1870 7361 7110 6947 163 57 1723 217 105 71 70 49 1506 302 279 235 251 190 106 60 1314997 140385 104593 104468 35792
is_linear=0
shrinkage=0.05


Tree=172
num_leaves=31
num_cat=1
split_feature=15 52 92 61 68 94 20 108 102 95 80 27 73 102 60 60 52 88 136 36 79 70 92 16 54 123 111 0 133 57
split_gain=1.62899 5.10719 3.42319 2.27303 2.24994 2.14289 1.76013 1.70622 1.91925 2.09896 1.67933 1.57287 1.68496 2.28047 1.96553 1.51174 9.21748 8.30244 4.96632 8.33041 8.00164 5.87219 5.43405 4.54665 4.53569 4.04214 4.03798 4.80744 3.95039 4.00998
threshold=0.50499999523162853 0.27500000596046453 -0.85587266087532032 0.49061371386051184 221.00208282470706 0.26650011539459234 4.2149999141693124 -0.39879213273525232 -0.62305325269699086 -0.23361690342426297 284.20515441894537 328.50000000000006 0.2565304040908814 -0.74074962735176075 0.26815716922283178 0.45983526110649114 4.3750000000000009 0.12611643224954608 0 16.750000000000004 14.765000343322756 308.97891235351568 -0.8907184600830077 7.4149999618530282 3.304999947547913 -0.76037701964378346 0.76556196808815014 317.50000000000006 1021.0499877929689 204.93520355224612
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 -1 -3 -4 9 -9 -10 12 13 -8 -15 16 18 -17 19 20 -2 23 28 -21 -18 -19 27 -22 29 -20
right_child=15 3 7 4 -6 -7 11 8 10 -11 -12 -13 -14 14 -16 17 24 25 22 21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0051022277918417718 -0.00016020898390422294 -0.011695331930609263 -0.0092922887308523067 0.016306797396391633 -0.00099266156119815949 0.025416042963042857 0.016569318263791502 -0.00055422851815819748 1.7160476758552797e-05 0.022352962384466084 -0.009212945096194745 0.0091146039332009165 -0.0052444943030109086 0.0066593106071918444 -0.0079078786135365255 6.1884703240301244e-05 -0.0018030941958065206 -0.00011564076284955869 -0.001054746691133798 -0.0044240261495665806 0.0014184732740451459 0.013175427548214264 2.50468553988354e-05 0.0046549655111115243 -0.00045866942948626804 0.0032163148822767136 -0.0026204224852117478 0.0047654031673775533 0.013504785771481693 -0.00010589445236949759
leaf_weight=37 12252 83 50 20 312 20 20 20 3418 20 50 22 788 39 57 390235 7031 1285 21237 161 3004 176 796998 961 58230 3121 400 1669 50 23408
leaf_count=37 12252 83 50 20 312 20 20 20 3418 20 50 22 788 39 57 390235 7031 1285 21237 161 3004 176 796998 961 58230 3121 400 1669 50 23408
internal_value=9.17801e-07 -0.000903875 7.37125e-05 -0.00353921 4.94745e-05 0.0122299 -0.00472002 -0.000121032 9.68698e-06 0.0108994 -0.000115915 -0.00409481 -0.00441627 0.00120992 -0.00198996 4.31433e-06 -3.06222e-05 8.62533e-05 1.28356e-05 0.00082024 0.000531227 0.00468415 -5.03848e-06 0.00335219 -0.000603513 0.00224456 0.00220114 0.00261386 -0.000541519 -0.00055725
internal_weight=1.32517e+06 4956 3615 1341 332 57 1009 3558 3508 40 3468 926 904 116 96 1.32022e+06 925577 394641 860316 18623 17325 1298 841693 1122 65261 4406 5073 4673 44695 44645
internal_count=1325174 4956 3615 1341 332 57 1009 3558 3508 40 3468 926 904 116 96 1320218 925577 394641 860316 18623 17325 1298 841693 1122 65261 4406 5073 4673 44695 44645
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.05


Tree=173
num_leaves=31
num_cat=0
split_feature=87 100 22 15 52 92 101 27 61 116 96 76 106 5 9 28 36 36 89 59 15 58 119 120 18 12 55 16 87 39
split_gain=1.49192 2.09689 2.04881 1.48401 5.68361 4.06181 2.84686 2.46509 2.28595 2.3204 2.14068 2.48313 4.20482 3.43763 2.65486 2.77162 2.76657 2.67104 1.99419 2.50218 2.61074 4.8675 1.86092 2.63866 1.85552 1.77599 1.88515 1.74923 2.26382 2.69568
threshold=0.92649972438812267 -0.68362334370613087 5.3849999904632577 0.56499999761581432 0.27500000596046453 -0.85587266087532032 -0.081273842602968202 335.50000000000006 0.42519927024841314 0.62249094247818004 0.25673778355121618 1.8149999976158144 -0.99403470754623402 2.0499999523162846 3.7500000000000004 1013.6499938964845 14.650000095367433 16.550000190734867 -0.98343181610107411 243.77849578857425 0.50499999523162853 258.01029968261724 -0.47714059054851526 -0.9366365075111388 10.405000209808351 0.66500002145767223 0.18500000238418582 4.6550002098083505 0.67872199416160595 16.250000000000004
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=3 2 -2 4 5 6 25 8 9 18 11 12 13 -7 -15 -16 -17 -18 19 20 -6 -22 23 -13 -20 26 -1 -24 29 -29
right_child=1 -3 -4 -5 7 10 -8 -9 -10 -11 -12 22 -14 14 15 16 17 -19 24 -21 21 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0021543926461682922 0.017679275597991616 -0.00095851520883632579 0.0015365018369057446 8.9325521211195656e-06 -0.00099722778993762209 0.021499675518966147 0.021258563962247637 0.011939860877163451 -0.00053842454691668698 -0.0097677732496682934 0.012878586142323912 0.017977230126659076 -3.2306004266733206e-05 -0.0077637010150485575 -0.0018230752791278063 -0.0017975946037989598 0.025934137276759962 0.00400584377348423 -0.0073547132269888744 -0.0040983420875766929 0.0028275535583044548 0.034087551729753612 -0.0085190223906829489 -0.0034260583110153676 -0.0029435903503131373 -0.0082092827274685819 0.017663261074838895 0.021332128345966341 -0.0036498038896505382 -0.0043169251643121248
leaf_weight=21 29 5293 61 1309620 54 35 36 29 831 145 32 24 6534 36 50 23 41 21 298 106 33 20 160 36 1192 21 28 21 324 20
leaf_count=21 29 5293 61 1309620 54 35 36 29 831 145 32 24 6534 36 50 23 41 21 298 106 33 20 160 36 1192 21 28 21 324 20
internal_value=8.71911e-07 -0.000829834 0.00673806 4.26009e-06 -0.000597367 0.000114614 0.00983248 -0.00255952 -0.00271647 -0.00369589 -2.54019e-05 -8.17743e-05 0.000189441 0.00722291 0.00430076 0.00751795 0.0130127 0.0185068 -0.00317891 0.00134641 0.00674028 0.0146238 -0.00320654 0.00513526 -0.00382581 0.0039562 0.00916998 -0.00415989 -0.00224904 0.00882039
internal_weight=1.32517e+06 5383 90 1.31979e+06 10171 7463 106 2708 2679 1848 7357 7325 6740 206 171 135 85 62 1703 213 107 53 585 60 1490 70 49 525 365 41
internal_count=1325174 5383 90 1319791 10171 7463 106 2708 2679 1848 7357 7325 6740 206 171 135 85 62 1703 213 107 53 585 60 1490 70 49 525 365 41
is_linear=0
shrinkage=0.05


Tree=174
num_leaves=31
num_cat=1
split_feature=60 52 88 121 55 136 36 79 2 92 103 72 79 35 86 5 1 87 102 124 53 36 24 69 123 41 77 31 34 77
split_gain=1.44741 8.17466 7.49053 4.735 5.7642 4.39027 7.41676 7.21302 5.47499 5.01238 4.64945 3.94209 4.04629 8.76358 6.70487 5.44855 6.09691 6.77509 5.16284 5.10858 4.83393 4.54128 4.45484 4.66936 4.31258 4.89109 6.9697 5.38574 4.3928 4.17792
threshold=0.45983526110649114 4.3150000572204599 0.12611643224954608 -0.44618082046508784 4.055000066757203 0 16.750000000000004 14.765000343322756 269.50000000000006 -0.8907184600830077 0.30622370541095739 0.8505854904651643 5.8250000476837167 10.050000190734865 0.87395778298378002 3.0499999523162846 348.50000000000006 0.80404928326606762 0.13215518742799762 -0.79332312941551197 0.54500001668930065 19.94999980926514 344.50000000000006 304.24087524414068 -0.16504132002592084 11.449999809265138 18.375000000000004 1021.6499938964845 12.150000095367433 16.355000495910648
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -3 -5 6 7 -1 10 -7 -8 12 14 -14 29 18 19 22 -15 -17 24 -20 23 -18 25 26 -19 -28 -26 -11
right_child=2 3 -4 4 -6 9 8 -9 -10 11 -12 -13 13 15 -16 16 17 20 21 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.00016335119511685093 5.7866629206555529e-05 -0.00019775246998117056 0.0021301247992077587 -0.0023113538124170437 -0.00065368473672198319 -0.00052439786115994729 0.0041570337989784087 0.0020882959427255283 0.0020700251543024741 1.4484247138960339e-05 0.014426899440609174 -0.00086939203000259337 -0.0011225758306046211 0.0024719268706510969 -0.0014308149146310108 -0.0014936858958662091 0.0036028539014112577 -0.0028695618256382744 0.00059976165014429764 0.00027657705258911488 3.0182635051402042e-05 0.0080583458682966479 -0.0090910065555717887 0.012374136051395909 0.0063287068452366237 0.024029548779675149 0.0084706994980722466 0.03414997600907968 -0.0035975916803341959 -0.0023687042779148688
leaf_weight=12138 390758 37627 4410 6886 21996 44640 237 5031 845 679188 206 12268 9363 5753 8194 4368 307 149 14479 60826 2313 207 41 300 198 41 284 22 255 1844
leaf_count=12138 390758 37627 4410 6886 21996 44640 237 5031 845 679188 206 12268 9363 5753 8194 4368 307 149 14479 60826 2313 207 41 300 198 41 284 22 255 1844
internal_value=8.28316e-07 -3.32342e-05 8.09926e-05 -0.000567371 -0.0010489 7.90649e-06 0.000770552 0.000496445 0.00443038 -8.75991e-06 0.00893264 1.99982e-05 3.38424e-05 0.000332909 -9.07462e-06 0.000485101 0.000272985 0.00219072 0.00120226 0.000157969 0.00126307 0.000704891 0.00686047 0.00793792 0.00426799 0.00748916 0.00599871 0.0103169 0.000741055 8.03139e-06
internal_weight=1.32517e+06 930006 395168 66509 28882 863497 18457 17169 1288 845040 443 800400 788132 98906 689226 89543 69104 3910 20439 65194 3262 14686 648 607 949 496 455 306 453 681032
internal_count=1325174 930006 395168 66509 28882 863497 18457 17169 1288 845040 443 800400 788132 98906 689226 89543 69104 3910 20439 65194 3262 14686 648 607 949 496 455 306 453 681032
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.05


Tree=175
num_leaves=31
num_cat=0
split_feature=113 79 67 17 8 100 41 130 39 32 4 115 0 29 121 41 18 27 64 37 15 90 1 87 17 93 61 25 41 89
split_gain=1.83449 3.73605 4.88488 4.34164 5.14733 5.31347 4.2238 4.05608 3.8969 3.63338 4.03529 3.14829 3.13394 3.08067 3.0759 2.98256 2.87404 2.79382 2.78483 2.75859 4.74945 2.83615 2.82833 3.19578 2.71439 7.22735 7.18824 4.03801 4.35568 3.67629
threshold=-0.35019405186176294 1.935000002384186 0.7150000035762788 14.039999961853029 12.34999990463257 0.23069526255130771 18.650000572204593 155.50000000000003 15.949999809265138 11.949999809265138 0.15000000223517421 -0.86159634590148915 349.50000000000006 1011.6499938964845 -0.095842104405164705 5.5499999523162851 8.0099999904632586 174.50000000000003 0.95499998331069957 14.050000190734865 1.2649999856948855 -0.35063770413398737 144.50000000000003 0.79179891943931591 13.344999790191652 0.21194893121719363 0.44249494373798376 245.50000000000003 16.050000190734867 -0.67732945084571827
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=24 7 11 4 6 19 -4 -2 -9 10 -5 12 -3 -8 -7 -16 18 -18 -11 20 22 -21 -6 -24 -1 26 27 29 -29 -26
right_child=1 2 3 9 5 14 13 8 -10 16 -12 -13 -14 -15 15 -17 17 -19 -20 21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=3.1457846120214122e-05 -2.5341647418555754e-05 0.0048384196668639287 -0.00047239820290596651 -0.014244852925616284 0.014688985092964554 0.001684706546596667 0.015058445386392505 -0.011888632392652958 0.0061160885764715766 0.0080894608476934204 -0.00044546762550051809 0.0016015757748004643 0.024928558552637699 -0.00039689627145500186 0.0060756904952665013 -0.0045264916411219425 0.0029016143475597586 0.00080894041588247057 0.0022823855036556949 -0.0014606803975900644 -0.00040975784568574421 -0.011638031391892583 -0.0027527068764902651 0.016157412188007467 0.00033979293336731746 5.708844523171709e-07 -0.00025216953994556889 -0.0021469894776608429 0.0048693939673083849 -0.0013835956045803433
leaf_weight=872247 68536 660 19660 54 84 1811 76 131 39 268 2799 2558 20 56 843 72 1798 14120 899 217 1990 100 80 31 5234 251016 63442 10397 226 7570
leaf_count=872247 68536 660 19660 54 84 1811 76 131 39 268 2799 2558 20 56 843 72 1798 14120 899 217 1990 100 80 31 5234 251016 63442 10397 226 7570
internal_value=3.12226e-06 0.000192266 0.000529753 0.000394662 -4.39601e-05 0.00135143 -0.000412547 -4.4475e-05 -0.00775814 0.000945085 -0.000706655 0.00240542 0.00542931 0.00850163 0.00287854 0.00524142 0.00122091 0.00104532 0.00361597 -0.00031241 0.000319963 -0.0046712 0.00776686 0.0025285 -1.51495e-05 -0.000135466 -0.000528557 -0.00127704 -0.00199772 -0.000679111
internal_weight=1.32703e+06 116902 48196 44958 25020 5228 19792 68706 170 19938 2853 3238 680 132 2726 915 17085 15918 1167 2502 2185 317 195 111 1.21013e+06 337885 86869 23427 10623 12804
internal_count=1327034 116902 48196 44958 25020 5228 19792 68706 170 19938 2853 3238 680 132 2726 915 17085 15918 1167 2502 2185 317 195 111 1210132 337885 86869 23427 10623 12804
is_linear=0
shrinkage=0.05


Tree=176
num_leaves=31
num_cat=0
split_feature=87 90 15 107 82 32 88 114 80 127 55 109 4 60 94 88 39 5 79 76 63 14 19 78 37 64 24 113 85 27
split_gain=1.69594 1.80129 1.65036 5.5019 3.50189 3.92128 3.48137 3.10913 2.76408 2.90454 3.89829 2.57214 2.48781 3.05313 4.14767 3.23518 3.70956 3.31128 3.00974 3.01992 3.26725 2.81699 3.42064 3.09765 2.60754 2.34944 2.3228 2.2688 2.50274 2.20626
threshold=0.92649972438812267 0.76977267861366283 0.70499998331069957 -0.93516439199447621 342.11776733398443 13.449999809265138 -0.19663017243146894 -0.0087262028828264497 222.40478515625003 -0.38266885280609125 0.42499999701976782 0.66941866278648388 4.0499999523162851 0.25847588479518896 -0.94477844238281239 -0.79277262091636647 17.550000190734867 5.2500000000000009 0.67500001192092907 1.2649999856948855 0.27608703076839453 0.50499999523162853 9.5450000762939471 0.67500001192092907 15.949999809265138 0.25499999523162847 270.50000000000006 0.04361772537231446 0.79763299226760875 268.50000000000006
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 6 -5 -6 7 12 9 -8 -11 26 -1 14 -14 18 17 -17 -16 -20 -21 22 23 -15 -25 -23 29 -27 -29 -9
right_child=1 -3 -4 4 5 -7 8 11 -10 10 -12 -13 13 21 15 16 -18 -19 19 20 -22 25 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.0017808543561181308 -0.00081646058597608967 -0.013311554247449184 1.6166451552716067e-05 3.0331728724602422e-05 0.026063123253105142 0.0024168664067983629 -0.0062105375833132054 0.0033279443845515982 -0.0034408400147450183 0.021381568070501091 0.0014496208074829214 -0.014948260214878245 -0.010115887048558737 0.025754519405774775 -0.012022737028269934 0.030899394450611191 0.0024129658764184912 0.008238922425412706 0.020581371350972742 0.015163431949568568 -0.0064209466492757203 -0.004500413824577088 -0.0010389651594350472 0.017992176526390454 0.0015231513304681315 -0.00063753494152169886 -0.0037662809652266741 0.0026152095560414289 0.023427844245452436 0.012990092817294088
leaf_weight=4740 5339 29 1283782 27055 27 50 55 411 2200 36 77 20 39 25 29 38 43 28 27 27 50 402 151 34 82 2000 97 52 20 69
leaf_count=4740 5339 29 1283782 27055 27 50 55 411 2200 36 77 20 39 25 29 38 43 28 27 27 50 402 151 34 82 2000 97 52 20 69
internal_value=2.96614e-06 -0.000883964 6.56844e-06 -0.000318681 6.06359e-05 0.0107084 -0.00127586 -0.000797711 -0.00296878 0.00321296 0.00779962 0.00267974 -0.00106431 5.03548e-05 0.00501604 0.00745466 0.0138406 0.0212859 0.00222108 0.00619291 0.0011476 -0.000454113 0.00419045 0.00979075 0.00635028 -0.0010023 0.00329077 -0.000323611 0.0083965 0.00471688
internal_weight=1.32703e+06 5368 1.32167e+06 37884 27132 77 10752 8384 2368 168 113 597 7787 3047 281 242 109 66 133 104 77 2766 292 141 116 2474 577 2072 72 480
internal_count=1327034 5368 1321666 37884 27132 77 10752 8384 2368 168 113 597 7787 3047 281 242 109 66 133 104 77 2766 292 141 116 2474 577 2072 72 480
is_linear=0
shrinkage=0.05


Tree=177
num_leaves=31
num_cat=1
split_feature=113 79 52 17 115 4 41 116 56 22 12 89 16 31 111 130 39 6 27 38 106 19 136 121 105 22 95 23 114 87
split_gain=1.6532 3.36394 4.57857 6.63241 4.1424 3.99914 3.88776 3.79536 4.29181 3.94502 4.05784 4.39632 3.81707 5.55873 3.7144 3.6614 3.51695 3.36929 3.89207 3.35721 3.30176 3.18112 3.59619 3.17871 3.16642 3.13791 3.60729 3.22295 3.12125 3.02769
threshold=-0.35019405186176294 1.935000002384186 0.51499998569488536 13.344999790191652 0.21643137186765674 8.4499998092651385 18.750000000000004 0.87878364324569713 245.15773010253909 4.5650000572204599 2.2849999666213994 -0.96744418144226063 4.8800001144409189 1013.3500061035157 0.86153429746627819 155.50000000000003 15.949999809265138 9.4499998092651385 323.50000000000006 11.050000190734865 -0.97236856818199147 8.0099999904632586 0 0.82409480214118969 -0.25689952075481409 5.7249999046325692 -0.90099188685417164 4.8150000572204599 0.77159520983695995 0.79771646857261669
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=-1 15 7 5 21 6 29 8 12 -9 11 -11 13 -3 -13 -2 -17 18 -12 -20 -8 22 -5 -14 -21 26 -16 -28 -7 -4
right_child=1 2 3 4 -6 28 20 9 -10 10 17 14 23 -15 25 16 -18 -19 19 24 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.4527641337905361e-05 -2.4090887129325134e-05 0.02709811343678406 0.00010351069401121906 0.0044776309005205902 0.003118121062032421 0.00072297361185981186 0.023679688097243863 0.019708652412028693 -0.0054494948790695602 0.01060675800577781 -0.0078484084022812008 0.0071737675002815447 0.0015753049257506092 0.0018661268348484463 -0.015047376868173932 -0.011295009041733806 0.0058094576347428257 0.0081242082350298818 -0.0029220928075282199 0.022680359728860136 0.0028861136324121617 0.00048655230112695509 0.00087168329659731642 -0.0090569078873254764 0.0055935286146115305 -0.0062808006164359999 -0.012563113451880568 0.0035358896457844159 -0.010207378390160475 -0.0016466732187210632
leaf_weight=1210132 68536 35 3752 1102 1883 6275 28 38 262 107 79 142 937 58 33 131 39 576 95 33 60 22658 1872 76 152 242 34 363 66 7238
leaf_count=1210132 68536 35 3752 1102 1883 6275 28 38 262 107 79 142 937 58 33 131 39 576 95 33 60 22658 1872 76 152 242 34 363 66 7238
internal_value=2.81784e-06 0.000182373 0.000502612 0.000371306 0.000854638 -0.000392162 -0.000965341 0.00231135 0.000304559 0.00376081 0.0034343 0.00107868 0.00166764 0.011362 -0.000173784 -4.22695e-05 -0.00737104 0.00575464 0.00195277 0.00471811 0.00950225 0.000688356 0.00222584 0.000777627 0.00864145 -0.00172639 0.000836788 0.00215713 0.000609206 -0.00104916
internal_weight=1.32703e+06 116902 48196 44934 27515 17419 11078 3262 1368 1894 1856 921 1106 93 814 68706 170 935 359 280 88 25632 2974 1013 185 672 430 397 6341 10990
internal_count=1327034 116902 48196 44934 27515 17419 11078 3262 1368 1894 1856 921 1106 93 814 68706 170 935 359 280 88 25632 2974 1013 185 672 430 397 6341 10990
cat_boundaries=0 1
cat_threshold=34
is_linear=0
shrinkage=0.05


Tree=178
num_leaves=31
num_cat=1
split_feature=78 110 88 54 79 104 66 52 56 19 52 61 34 121 67 23 136 31 126 61 13 70 81 84 8 111 89 121 87 85
split_gain=1.59866 5.46847 4.5693 3.01477 3.55868 2.9241 2.4131 6.737 2.83028 2.86517 4.35846 2.58249 2.54662 2.70204 3.23443 2.4145 3.16442 2.98355 3.11078 2.63369 2.90141 2.42393 2.35103 4.20426 2.34751 2.55101 2.43671 2.58221 2.35482 2.34067
threshold=37.264999389648445 0.95030066370964061 1.0000000180025095e-35 0.87500000000000011 25.554999351501468 -0.56419429183006276 29.554999351501468 12.22499990463257 113.86207199096681 11.120000362396242 1.4149999618530276 0.62335616350173961 15.84999990463257 -0.52247866988182057 56.465000152587898 8.0450000762939471 0 1021.2500000000001 -1.0000000180025095e-35 0.37246181070804601 2.0649999380111699 318.55229187011724 283.34303283691412 0.75515958666801464 18.94999980926514 0.92249283194541942 0.25712992250919348 -0.095842104405164705 0.89238786697387706 0.92065271735191356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -6 -1 8 -8 10 12 15 13 -10 -15 -11 17 18 22 20 -20 -22 -17 -24 25 -7 27 -27 -29 -5
right_child=1 3 -4 29 5 24 7 -9 9 11 -12 -13 -14 14 -16 16 -18 -19 19 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-6.5779844052463701e-06 -0.0004202313316015738 -0.0032146422641182492 -0.0039908940760238444 0.0004934568364033476 0.023350893408060076 0.020004209696694655 -0.0010420385773270346 -7.1817348435463384e-06 -0.00043464307101846603 0.0016516955270178008 0.00022093100098655833 0.00099083707191691909 0.020485939034684139 0.0065623049461120261 -0.0030614817264101027 0.0066423615210717823 0.0015955475756972229 0.00079545946840612648 0.028102311994070595 0.0034061165662327164 0.00030164149498975861 0.021533517874777319 0.03354172645351635 0.011610568805264622 0.020482172974600241 0.00084823741227630853 -0.0053915759371914746 0.01369136022478943 0.0036894056035505075 0.015650823074751175
leaf_weight=1216826 26764 110 927 1250 25 27 1557 58249 328 3035 9136 5506 22 573 103 165 914 251 23 504 41 20 26 137 26 169 58 124 112 26
leaf_count=1216826 26764 110 927 1250 25 27 1557 58249 328 3035 9136 5506 22 573 103 165 914 251 23 504 41 20 26 137 26 169 58 124 112 26
internal_value=2.67896e-06 -0.000360541 -0.000539765 0.00221491 0.00498371 0.00665066 1.09707e-05 0.000275938 0.00101411 0.00116814 0.000567941 0.00174234 0.00365789 0.00328915 0.00509596 0.00255114 0.00386292 0.00557728 0.00694847 0.00477223 0.0129689 0.00726291 0.0108498 0.0151088 0.00584154 0.00506469 0.00419348 0.00556616 0.00894467 0.000802306
internal_weight=1.32703e+06 29618 27691 1927 651 541 1.29742e+06 80590 22341 20784 10162 10622 1026 1004 676 5116 2081 1167 916 588 84 61 328 163 516 490 463 405 236 1276
internal_count=1327034 29618 27691 1927 651 541 1297416 80590 22341 20784 10162 10622 1026 1004 676 5116 2081 1167 916 588 84 61 328 163 516 490 463 405 236 1276
cat_boundaries=0 1
cat_threshold=785
is_linear=0
shrinkage=0.05


Tree=179
num_leaves=31
num_cat=1
split_feature=87 95 64 54 2 78 88 84 88 61 68 33 56 2 34 124 136 111 52 6 73 39 4 92 88 59 80 75 86 6
split_gain=1.55391 3.36157 2.39299 2.53633 2.16482 2.44482 2.02676 1.93411 2.13059 2.12232 2.00624 1.81223 1.86296 1.73403 1.92018 1.7289 4.81695 6.58513 9.08226 4.4239 5.59735 4.32696 6.5227 3.85604 3.58858 3.53501 5.62043 5.83538 4.18504 3.68266
threshold=0.907424956560135 -0.87919107079505909 22.894999504089359 0.70499998331069957 121.50000000000001 3.3750000000000004 -0.13951745629310605 0.90435135364532482 -0.24929303675889966 0.45379759371280676 255.8350524902344 11.449999809265138 234.70817565917972 317.50000000000006 14.449999809265138 0.95878320932388317 0 0.95058631896972667 1.6549999713897707 4.2500000000000009 0.34437644481658941 11.750000000000002 8.1500000953674334 -0.82903259992599476 -0.46362768113613123 267.14549255371099 333.41575622558599 0.35186773538589483 0.83509811758995067 6.1499998569488534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 4 -2 -6 11 -5 -9 10 -10 12 -7 -12 -15 -1 17 18 19 -17 -21 -20 -23 -24 -25 26 -22 -28 29 -29
right_child=1 -3 -4 7 5 6 -8 8 9 -11 13 -13 -14 14 -16 16 -18 -19 21 20 25 22 23 24 -26 -27 27 28 -30 -31
leaf_value=-6.5683111935151296e-06 0.0029073855704247801 -0.0005697380529556921 -0.0040307794616858518 0.0023715928081546695 0.0031309384818693311 0.014587494646009334 -0.010762983909178828 0.0014918208802979661 0.0056095640339395578 0.00045303352440189825 -0.0035351356631332649 -0.0047700918920310148 -0.0026859546670174178 -0.016113511721088894 0.0012987436520052143 0.00096165571626203152 -0.0001187063993840581 7.9475284839965342e-05 -0.00036060296924717369 0.008880218671367561 0.0025604978916602497 0.00060872777524725191 -0.010572639514859289 0.0038230729867840037 0.010589378268000669 0.0014905262075609919 0.022983491749159601 0.026070811036264616 0.0044050760732239538 0.0091472196245496341
leaf_weight=1185036 196 26668 243 2607 120 27 111 1072 34 314 124 266 37 76 20 2994 56985 31349 7771 423 1761 4478 39 825 257 2366 57 42 599 137
leaf_count=1185036 196 26668 243 2607 120 27 111 1072 34 314 124 266 37 76 20 2994 56985 31349 7771 423 1761 4478 39 825 257 2366 57 42 599 137
internal_value=2.54561e-06 -0.000342121 0.000814746 0.00105005 -0.00161624 -0.00319669 -0.00491849 0.0015253 0.000180001 -0.00229583 -0.00569403 -0.00295261 0.00460128 -0.00744095 -0.012486 1.10391e-05 0.000200581 0.000543163 0.00121177 0.00250245 0.00335911 0.000402903 0.00146259 0.00487348 0.00543023 0.00288845 0.00416251 0.00754113 0.00640975 0.0131181
internal_weight=1.32703e+06 31915 5247 5004 757 561 441 4247 1640 568 254 330 64 220 96 1.29512e+06 110083 53098 21749 8379 5385 13370 5599 1121 1082 4962 2596 835 778 179
internal_count=1327034 31915 5247 5004 757 561 441 4247 1640 568 254 330 64 220 96 1295119 110083 53098 21749 8379 5385 13370 5599 1121 1082 4962 2596 835 778 179
cat_boundaries=0 1
cat_threshold=2192
is_linear=0
shrinkage=0.05


Tree=180
num_leaves=31
num_cat=1
split_feature=56 2 107 88 74 88 70 73 22 62 41 41 87 53 8 91 59 63 53 65 105 57 88 136 93 122 65 110 1 4
split_gain=2.04754 3.19834 3.09379 2.23141 3.28015 3.14711 4.29478 2.68123 2.2058 2.16938 2.05693 2.26496 2.45474 2.61078 2.38133 2.05833 2.03394 2.63703 2.27946 3.71477 2.65078 2.29163 1.98028 4.07382 4.90062 3.61197 3.94532 5.29573 5.10484 4.03214
threshold=339.60906982421881 341.50000000000006 -0.94620686769485463 -0.22483345866203305 0.8133203685283662 -0.05840309523046016 317.61814880371099 0.67626139521598827 6.2249999046325692 0.27744922041893011 14.949999809265138 7.9500000476837167 0.88189864158630382 3.6149998903274541 7.6499998569488534 -0.92713823914527882 109.60454177856447 0.23086161166429522 1.4650000333786013 3.8950001001358037 -0.29280625283718104 284.57839965820318 0.76578259468078624 0 0.5143512785434724 0.97233289480209362 0.61500000953674328 -0.054185833781957619 123.50000000000001 5.1499998569488534
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 1 2 2 2 2 2 2
left_child=22 10 -3 4 16 8 -7 -8 -5 -6 11 15 13 14 -13 -2 -4 -18 19 21 -21 -19 -1 -24 25 26 27 28 -25 -30
right_child=1 2 3 5 9 6 7 -9 -10 -11 -12 12 -14 -15 -16 -17 17 18 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=4.1368079395696272e-06 -0.0014423643471317485 0.018427500865337523 0.019466784020501973 -0.0052671505319536061 0.015681096339332207 -0.0055018637049943217 0.029906857971634185 0.0091028783959731224 0.0018545844208778268 -0.0012454209018263405 0.014659011125564576 -0.0047275850757000012 0.011270652783265257 0.0030159290108951881 -0.017158889858904531 0.0011782358332386922 -0.010502188368700446 -0.0066864794419546209 0.0039491754274501509 0.027970492731288283 0.0083760511080202254 0.01547348694410175 -0.0044705209559240981 -0.0050925743737907127 -0.0037167351095902233 -0.0077252158517003957 7.136948535698533e-05 0.00086303824438911051 0.012107893496214115 0.033356886202116208
leaf_weight=1314489 982 33 37 193 21 40 21 59 249 192 25 111 23 61 59 3162 20 28 138 45 28 20 705 33 909 133 3251 264 97 29
leaf_count=1314489 982 33 37 193 21 40 21 59 249 192 25 111 23 61 59 3162 20 28 138 45 28 20 705 33 909 133 3251 264 97 29
internal_value=4.23248e-06 0.000962852 0.00334451 0.00288828 0.00521899 0.000694432 0.00787533 0.0145639 -0.00125513 0.000423391 0.000357611 0.000276317 -0.00430685 -0.00585786 -0.00904198 0.000557235 0.00845147 0.00699065 0.00834145 0.0133508 0.0204548 0.00254684 2.03821e-07 -0.000953471 -0.000417338 0.000369365 0.000662391 0.00520473 0.0124136 0.0169985
internal_weight=1.32546e+06 5547 1124 1091 529 562 120 80 442 213 4423 4398 254 231 170 4144 316 279 259 121 73 48 1.31991e+06 5421 4716 3807 3674 423 159 126
internal_count=1325457 5547 1124 1091 529 562 120 80 442 213 4423 4398 254 231 170 4144 316 279 259 121 73 48 1319910 5421 4716 3807 3674 423 159 126
cat_boundaries=0 1
cat_threshold=4101
is_linear=0
shrinkage=0.05


Tree=181
num_leaves=31
num_cat=2
split_feature=56 41 4 136 16 60 91 28 28 28 28 93 88 21 17 17 22 65 52 64 19 121 16 93 88 136 91 13 122 19
split_gain=1.84791 2.53851 2.24043 2.49076 2.87478 2.86144 2.7737 3.29978 3.42997 5.18073 3.23584 2.09597 2.05904 2.28086 2.59562 2.17654 2.009 1.98338 1.97846 2.09603 1.93575 1.89581 1.8238 3.00657 1.78882 3.6826 4.74157 4.41304 4.01553 3.85664
threshold=339.60906982421881 14.949999809265138 5.2500000000000009 0 9.5450000762939471 0.19272077828645709 -0.54898017644882191 1011.9500122070314 1014.4500122070314 1013.8500061035157 1011.2500000000001 -0.9639216661453246 -0.27350842952728266 5.8350000381469735 6.4600000381469735 7.4149999618530282 6.5850000381469735 1.9750000238418581 0.55500000715255748 1.685000002384186 5.1300001144409189 -0.68832838535308827 8.7100000381469744 -0.21079885959625241 0.76578259468078624 1 -0.24049165099859235 0.63499999046325695 -0.59480014443397511 11.775000095367433
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=24 2 3 4 6 -6 7 -2 9 17 -8 21 -12 14 -14 -16 18 -9 -5 -20 -13 -4 -10 -24 -1 -26 27 -27 -28 -29
right_child=1 -3 11 16 5 -7 10 8 22 -11 12 20 13 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 25 26 28 29 -30 -31
leaf_value=3.9299679936610278e-06 -0.012529604438514936 0.015669140139401988 0.0055277043858017677 -0.016127683820446864 0.012242098931164947 -0.0033311201359543068 0.027104786620911911 -0.0064063789579888869 -0.0041150411967371672 0.030047468818724155 0.015390113550661642 -0.0078478973721548047 -0.0063695374029603879 -0.0045050029335069958 0.02623881328512322 0.0065701769067881962 -0.00067925037064590704 0.012425167403287357 0.0071421396672068276 -0.0061773652698611844 0.0018671596016553817 -0.0071237542499916831 0.020126816913809464 -0.00572772640734911 -0.004250121169603085 0.0092257926829107523 0.00051454926521631516 0.00099512569918041704 -0.0048449121289617586 -0.0040248043112710982
leaf_weight=1314489 42 29 39 42 32 377 20 29 137 25 44 52 22 59 22 39 409 27 34 225 3674 123 23 22 705 144 573 2656 896 447
leaf_count=1314489 42 29 39 42 32 377 20 29 137 25 44 52 22 59 22 39 409 27 34 225 3674 123 23 22 705 144 573 2656 896 447
internal_value=4.01917e-06 0.000914709 0.000837167 -0.00071885 0.00100056 -0.00211268 0.00351196 0.000484538 0.00256284 0.011122 0.0079943 0.00148951 0.00593941 0.00301103 0.00835375 0.0136638 -0.00291979 0.00267312 -0.00606125 -0.00442886 0.00173158 -0.00407803 -0.00124645 0.00748682 1.91937e-07 -0.000906209 -0.000396471 0.000669073 -0.00275439 0.000271984
internal_weight=1.32546e+06 5547 5518 1630 920 409 511 305 263 81 206 3888 186 142 83 61 710 56 301 259 3726 162 182 45 1.31991e+06 5421 4716 3247 1469 3103
internal_count=1325457 5547 5518 1630 920 409 511 305 263 81 206 3888 186 142 83 61 710 56 301 259 3726 162 182 45 1319910 5421 4716 3247 1469 3103
cat_boundaries=0 1 2
cat_threshold=2275 4101
is_linear=0
shrinkage=0.05


Tree=182
num_leaves=31
num_cat=1
split_feature=18 72 15 93 16 116 12 79 57 24 55 75 97 136 0 66 26 119 56 110 76 98 60 105 74 20 5 23 67 29
split_gain=2.35288 7.03162 3.26054 3.00252 5.85946 17.967 6.54979 6.54759 5.8328 8.72 5.78422 9.23155 6.93596 5.61152 5.58552 5.23647 4.61592 4.41935 3.86825 3.86082 3.66186 4.30509 3.85808 3.59316 3.99534 4.49578 3.56292 3.52213 3.44733 3.40154
threshold=7.4149999618530282 0.47108633816242224 0.90500000119209301 -0.015559659805148838 13.344999790191652 -0.79332312941551197 2.9450000524520878 14.765000343322756 238.08215332031253 261.50000000000006 4.4949998855590829 0.73937180638313305 -0.15353369712829587 0 133.50000000000003 1.3350000381469729 174.50000000000003 0.58068084716796886 200.81103515625003 0.66021597385406505 36.664999008178718 -0.95990014076232899 0.25438849627971655 0.077820200473070159 0.32309016585350042 4.5050001144409189 7.3500001430511483 4.4249999523162851 0.45499999821186071 1013.7500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 16 7 10 9 14 11 23 -12 -9 -7 -11 28 -15 -10 -19 21 22 26 -2 -25 27 -21 -26 -6 -18
right_child=3 2 -4 -5 5 8 -8 13 18 15 12 -13 -14 17 -16 -17 29 19 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=3.5089351164173846e-05 0.00033603313039196905 -0.0019828143512509683 -0.00055348965438320214 -1.7520411460991829e-05 0.007377348939967554 -0.0029882019069811406 -0.00095495643931377706 -0.00070788333778485193 -0.0038254124571556491 -0.000772683874041635 0.00078938966875971052 -0.00060410052954330872 -0.0036746956360762884 0.00043033988454552278 -0.00050816635110397445 -0.0048254148121364407 0.00096867103182189012 0.0022724382190900611 -0.00029334671667864589 0.0024306484257224305 0.004678483856815607 0.00063635537284607044 0.0034434687546260668 -0.0097501497401896384 0.032483246319157923 0.0033968709579811881 0.025330405518776036 0.010008020078142485 0.0016234925542675579 -5.6396871995805033e-06
leaf_weight=117269 66866 4396 43197 870322 275 2857 9684 4794 802 1110 43225 38124 888 15180 11056 2827 13853 10000 23172 29 647 13452 604 46 23 417 41 72 4876 25353
leaf_count=117269 66866 4396 43197 870322 275 2857 9684 4794 802 1110 43225 38124 888 15180 11056 2827 13853 10000 23172 29 647 13452 604 46 23 417 41 72 4876 25353
internal_value=3.8166e-06 -0.000172936 -0.000685511 2.89243e-05 0.000168179 -0.000177524 0.000314157 0.000377375 -0.000921005 -0.00160531 0.00021871 1.77563e-05 0.000699527 0.000908047 -0.00101744 -0.00368279 0.000523501 0.00110185 -0.000411505 0.00151377 0.00100021 0.000831739 0.00473129 0.000369377 0.00436502 0.00563318 0.0158434 0.0154494 0.00193068 0.000338622
internal_weight=1.32546e+06 164862 47593 1.1606e+06 290273 86181 204092 194408 41824 17850 149661 105548 44113 44747 13913 3937 44357 39953 23974 24773 14773 14126 674 67424 558 512 70 95 5151 39206
internal_count=1325457 164862 47593 1160595 290273 86181 204092 194408 41824 17850 149661 105548 44113 44747 13913 3937 44357 39953 23974 24773 14773 14126 674 67424 558 512 70 95 5151 39206
cat_boundaries=0 1
cat_threshold=4144
is_linear=0
shrinkage=0.05


Tree=183
num_leaves=31
num_cat=2
split_feature=18 72 79 136 65 93 16 116 12 79 55 75 96 57 24 0 107 66 64 26 67 108 76 135 102 15 136 14 60 38
split_gain=2.12347 6.34603 3.01792 4.7493 3.02584 2.70974 5.28813 16.2152 5.95487 5.31253 5.42648 8.34254 6.57699 5.2641 7.8698 5.04093 4.72678 4.72592 4.2954 4.1785 3.7263 3.68447 3.62361 3.5892 3.57817 3.56944 5.15744 4.03127 3.55916 3.52608
threshold=7.4149999618530282 0.47108633816242224 3.8149999380111699 0 0.15500000119209292 -0.015559659805148838 13.344999790191652 -0.79332312941551197 3.1250000000000004 14.765000343322756 6.6549999713897714 0.73937180638313305 1.0000000180025095e-35 238.08215332031253 261.50000000000006 133.50000000000003 -0.51531025767326344 1.3350000381469729 1.4049999713897707 175.50000000000003 0.39499999582767492 -0.74641335010528553 1.485000014305115 1015.4500122070314 0.1790183633565903 1.4049999713897707 1 1.0549999475479128 0.33244140446186071 18.150000572204593
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=1 -1 3 -3 -5 6 8 19 9 10 11 21 24 14 15 -9 18 -16 -11 20 -8 22 -2 -24 -12 26 27 -23 -15 -26
right_child=5 2 -4 4 -6 -7 7 13 -10 16 12 -13 -14 28 17 -17 -18 -19 -20 -21 -22 25 23 -25 29 -27 -28 -29 -30 -31
leaf_value=3.3334883315123028e-05 0.0083944474423853013 0.0021211019953368891 -0.00049955172567284288 -0.0054082540765532311 -0.0017670999443104797 -1.6644390621763463e-05 0.0085348236241743099 -0.0028387918288230061 -0.0011449401206915294 0.0030028537359968435 0.00020122353250345691 -0.00045975056271036347 -0.0056710455052962063 -0.0024292478192358322 -0.00073404966160048833 -0.00048275804261931543 -0.00046610860793110033 -0.0045841440756146812 0.00087743713059931219 0.0003139352309476887 0.0015326315282957821 -0.0018350312893720749 0.0014892035364187919 0.021791990490799603 0.001574823162191498 0.00084446826146179505 0.00043924203222984602 -0.00012879780259717106 -0.00020884401596946682 -0.0020616996888798852
leaf_weight=117269 224 713 41561 650 4669 870322 197 2857 6904 2535 9764 46924 380 1966 1110 11056 6259 2827 38175 38814 5346 4889 2068 22 15279 22932 35181 11859 22008 697
leaf_count=117269 224 713 41561 650 4669 870322 197 2857 6904 2535 9764 46924 380 1966 1110 11056 6259 2827 38175 38814 5346 4889 2068 22 15279 22932 35181 11859 22008 697
internal_value=3.62551e-06 -0.00016429 -0.000651236 -0.00169635 -0.00220791 2.74778e-05 0.000159769 -0.000168648 0.000298448 0.000348984 0.000203865 6.59953e-05 0.0008589 -0.000874955 -0.00152504 -0.000966564 0.000813111 -0.00349865 0.00100979 0.000497326 0.00178149 0.00038566 0.00235067 0.00170292 0.000955302 0.00032492 9.54859e-05 -0.0006265 -0.000390929 0.00141617
internal_weight=1.32546e+06 164862 47593 6032 5319 1.1606e+06 290273 86181 204092 197188 150219 124099 26120 41824 17850 13913 46969 3937 40710 44357 5543 77175 2314 2090 25740 74861 51929 16748 23974 15976
internal_count=1325457 164862 47593 6032 5319 1160595 290273 86181 204092 197188 150219 124099 26120 41824 17850 13913 46969 3937 40710 44357 5543 77175 2314 2090 25740 74861 51929 16748 23974 15976
cat_boundaries=0 1 2
cat_threshold=592 1793
is_linear=0
shrinkage=0.05


Tree=184
num_leaves=31
num_cat=3
split_feature=18 72 35 123 56 86 113 93 16 24 89 12 79 89 4 19 101 136 136 73 82 75 13 136 29 108 86 26 73 43
split_gain=1.9163 5.7269 2.87078 3.07911 3.16489 2.86588 2.52117 2.44556 4.77256 14.6933 5.9418 5.45251 5.35984 5.16434 6.9514 6.76167 4.99626 4.9324 4.80913 4.57963 5.02775 4.35058 6.85216 6.60317 4.37306 4.3551 4.23831 4.13792 4.11014 4.80806
threshold=7.4149999618530282 0.47108633816242224 16.550000190734867 0.39873388409614569 155.65018463134768 0.80059587955474865 0.66259482502937328 -0.015559659805148838 13.344999790191652 217.50000000000003 -0.29969391226768488 2.9450000524520878 14.765000343322756 -0.80466124415397633 5.5499999523162851 11.775000095367433 0.19612560421228412 0 1 0.4050083607435227 335.12333679199224 0.7239091992378236 1.2749999761581423 2 1022.7500000000001 -0.74641335010528553 0.81444630026817333 175.50000000000003 0.65637463331222545 1.5500000119209292
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 1 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3 8 11 27 18 12 13 15 21 19 -17 -14 -11 20 -2 22 23 26 -23 -25 -15 -10 -19 -30
right_child=7 2 -4 4 -6 -7 -8 -9 9 10 -12 -13 17 14 -16 16 -18 28 -20 -21 -22 24 -24 25 -26 -27 -28 -29 29 -31
leaf_value=3.1668138999033382e-05 0.0026386063516939621 -0.00038676692532101434 -0.0018003004759623725 -0.018897555150971232 -0.0015489643539991996 -0.0049057780927740874 0.01172676154620117 -1.5812171379752011e-05 0.0017040724138075636 -0.001446111697143861 -0.0027875941134687778 -0.00087441053477007994 -0.00069358340521976703 0.0024462947325987294 -0.00076581961642543917 0.00062094815566671993 0.002104020977259573 0.0020086506727756029 -0.00024612657338055787 1.7635411999269143e-05 0.022731216368265451 -0.00015997608987068391 0.0013803126417622667 0.0053249541441632619 -0.0043324747644016993 -0.00057097595936440111 -0.00030458707103025854 0.00027235641122598314 0.00066410053099730422 0.0052741641398648025
leaf_weight=117269 1151 39847 4639 45 2823 196 43 870322 5775 12821 3622 9684 4794 3870 24143 14134 9493 8104 23945 34086 32 26850 15495 319 643 17251 2194 40018 31273 576
leaf_count=117269 1151 39847 4639 45 2823 196 43 870322 5775 12821 3622 9684 4794 3870 24143 14134 9493 8104 23945 34086 32 26850 15495 319 643 17251 2194 40018 31273 576
internal_value=3.4452e-06 -0.000156069 -0.000618652 -0.000491035 -0.00201849 -0.00751835 -0.000373709 2.61041e-05 0.000151781 -0.000160215 -0.000855395 0.000283526 0.000341206 0.000197652 -3.89437e-05 0.000562271 0.00121683 0.000821339 -0.000665044 0.000123779 0.00318211 0.000224467 0.000563153 2.74033e-05 -0.000257562 -0.000463666 0.00144862 0.000452912 0.00100304 0.000747475
internal_weight=1.32546e+06 164862 47593 42954 3064 241 39890 1.1606e+06 290273 86181 40388 204092 194408 149661 90765 58896 23627 44747 36766 35269 1183 66622 39129 23634 27493 17570 6064 45793 39953 31849
internal_count=1325457 164862 47593 42954 3064 241 39890 1160595 290273 86181 40388 204092 194408 149661 90765 58896 23627 44747 36766 35269 1183 66622 39129 23634 27493 17570 6064 45793 39953 31849
cat_boundaries=0 1 2 3
cat_threshold=4144 579 6214
is_linear=0
shrinkage=0.05


Tree=185
num_leaves=31
num_cat=1
split_feature=22 52 60 136 111 121 113 92 101 4 34 79 55 36 24 121 23 69 126 78 1 84 36 88 54 96 54 36 67 67
split_gain=1.61268 4.82516 5.4408 4.61804 4.45862 4.17354 4.02477 3.89883 3.81939 4.72843 3.4865 3.48271 5.16692 4.87713 4.05654 3.78613 3.86641 3.67865 4.2746 3.8659 3.61617 4.04284 3.60532 3.43405 3.39276 3.63155 3.35728 4.31574 4.90649 3.78554
threshold=7.6849999427795419 4.3750000000000009 0.50516617298126232 0 0.72302404046058666 -0.53727915883064259 -0.8338540494441985 -0.087350349873304353 0.50045457482337963 1.0000000180025095e-35 12.250000000000002 11.75500011444092 0.50499999523162853 16.750000000000004 216.50000000000003 -0.89490029215812672 4.9349999427795419 274.40283203125006 0.94828754663467418 11.324999809265138 305.50000000000006 0.86101654171943676 13.250000000000002 0.044136917218565948 1.9550000429153445 -0.89663290977478016 0.81499999761581432 12.150000095367433 1.0349999666213991 0.59499999880790722
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 6 10 -1 8 -2 -10 -3 12 -8 14 -14 24 22 18 19 -15 21 -19 -17 -9 25 -16 27 -13 -29 -28
right_child=7 2 -4 -5 -6 -7 11 23 9 -11 -12 26 13 17 15 16 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.00013425922596646872 0.0002482075473785526 -0.0010957737372257251 -5.3706184620569853e-05 4.6924915646059816e-06 -0.00054785430066408777 -0.0010364895655934632 -0.019824043959379197 2.9102446921812289e-05 -0.0018086043599514316 0.0015200764036899189 7.5283695617831502e-05 -8.8930533975999584e-06 0.0041051763136746846 -0.0017007445039106878 0.018345095827452727 -0.00016211768568948258 -0.0014832715283909599 0.011426151921649067 0.021399243913877472 0.016428427917487692 0.0011528358999639751 0.035502535812556746 0.021126718796487597 -0.0055005598380777239 -0.00023905458280794502 0.0037917896446834527 0.0179800735356716 -0.011002014169380778 0.014453688987487112 0.0023313671216024889
leaf_weight=3345 44102 8638 109322 735268 4205 32135 30 341654 1172 11894 24057 117 590 270 67 43 2490 136 26 33 75 20 37 281 210 119 39 21 192 4265
leaf_count=3345 44102 8638 109322 735268 4205 32135 30 341654 1172 11894 24057 117 590 270 67 43 2490 136 26 33 75 20 37 281 210 119 39 21 192 4265
internal_value=4.44158e-06 -3.1779e-05 -0.000268921 2.31688e-05 0.00085455 -0.000631834 0.00134161 8.8458e-05 0.000470658 0.0012215 -0.000234109 0.00190389 0.000851094 0.00100179 0.000318776 -0.000434419 -0.00113565 0.00533891 0.00194321 0.00027372 0.0101752 0.0145129 0.00968397 2.45582e-05 0.00411652 0.00903411 0.00284582 0.00770614 0.011944 0.00247317
internal_weight=1.32485e+06 925750 174152 751598 16330 64830 12125 399103 57168 13066 32695 8780 4146 4116 3556 2966 2570 560 329 303 231 156 80 341935 396 186 4634 330 213 4304
internal_count=1324853 925750 174152 751598 16330 64830 12125 399103 57168 13066 32695 8780 4146 4116 3556 2966 2570 560 329 303 231 156 80 341935 396 186 4634 330 213 4304
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.05


Tree=186
num_leaves=31
num_cat=2
split_feature=136 0 92 123 43 12 31 33 92 75 82 78 84 91 123 27 61 39 136 60 122 58 54 30 67 35 66 33 84 14
split_gain=1.51633 2.93002 4.50812 5.83641 5.80686 4.73474 5.02893 4.09192 3.92365 3.89158 4.15145 5.01836 3.52838 3.50691 3.38473 3.20404 3.25276 3.14369 3.43815 4.03229 3.86779 5.06133 3.7516 3.61755 4.40285 3.90171 3.6551 3.605 6.91424 6.75968
threshold=0 112.50000000000001 0.067289896309375777 -0.86159634590148915 0.65000000596046459 3.304999947547913 1012.7500000000001 19.94999980926514 -0.8680640161037444 0.44087167084217077 157.66046142578128 32.57500076293946 0.88495540618896495 -0.11280756443738936 -0.0087262028828264497 337.50000000000006 0.26525574922561651 10.650000095367433 1 0.74478599429130565 0.31729258596897131 232.06227111816409 1.0000000180025095e-35 1016.7500000000001 4.4549999237060556 12.050000190734865 29.07499980926514 7.8500001430511483 0.89427202939987194 2.5449999570846562
decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 14 -6 -7 -8 11 13 -9 -11 15 -5 -17 -12 22 20 23 -22 -19 26 25 -25 -20 28 -24 -30
right_child=1 2 -4 5 7 8 9 12 -10 10 17 -13 -14 -15 -16 16 -18 18 19 -21 21 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=-5.920620245262647e-05 -0.00014804795604176409 0.00018541130641726679 1.7732561239800804e-05 0.00083833415340752284 -0.0014846610202953036 -0.0074265203657224617 0.0010744600642135259 0.0016206306073129877 -0.00079162211611381601 0.0030315221850942039 0.0015382766995389 0.026730621739157606 0.021482081209187924 -0.0026780437168735741 0.0019275563301889443 -0.011997600838664659 -0.0011019052643902027 -0.0093299018797662232 -0.00095731972427675867 0.0010218444947878121 -0.0043013398596848731 -0.00037694660473819373 0.0023347394982747302 -0.0003379029344475372 -0.00040222330768899971 0.00311378726230396 0.0035775283192737636 0.00033609631280656014 0.03770799606905452 0.0019377382770180704
leaf_weight=550656 151280 24172 461545 17719 10041 236 16191 805 3991 1774 3942 21 23 317 9082 93 260 99 13910 4873 1491 1830 1072 1294 5703 2229 459 39692 28 25
leaf_count=550656 151280 24172 461545 17719 10041 236 16191 805 3991 1774 3942 21 23 317 9082 93 260 99 13910 4873 1491 1830 1072 1294 5703 2229 459 39692 28 25
internal_value=4.2195e-06 4.93318e-05 9.72678e-05 0.000324749 -0.000246198 0.000483115 0.000540068 -0.00120607 -0.00116206 0.00036847 0.000223335 0.00241019 0.00217234 0.00216594 0.0011401 0.000744365 -0.00397244 0.000163076 8.85138e-05 -0.000301531 -0.000541233 -0.00213885 0.000391531 -0.000316369 0.000456266 0.00184598 -0.00081246 0.000415206 0.00320632 0.0208352
internal_weight=1.32485e+06 774197 622917 161372 35041 126331 122104 10869 4227 94950 78759 2112 828 2091 27154 18072 353 76647 72705 31789 26916 3321 40916 23595 9226 3523 14369 40817 1125 53
internal_count=1324853 774197 622917 161372 35041 126331 122104 10869 4227 94950 78759 2112 828 2091 27154 18072 353 76647 72705 31789 26916 3321 40916 23595 9226 3523 14369 40817 1125 53
cat_boundaries=0 1 2
cat_threshold=5313 2338
is_linear=0
shrinkage=0.05


Tree=187
num_leaves=31
num_cat=1
split_feature=124 136 107 32 52 41 6 59 95 86 104 94 62 87 73 21 86 118 22 91 75 104 5 5 84 34 103 38 64 66
split_gain=1.53761 4.25469 6.28782 7.55888 5.89925 4.62034 4.38766 4.31733 4.05752 3.88433 6.09809 4.37915 4.19233 3.87056 3.48453 5.17739 5.66934 3.39265 3.162 3.12415 3.07629 3.75147 3.07124 5.00422 4.37014 2.99556 5.38865 4.56893 3.97197 4.03261
threshold=0.95878320932388317 0 -0.2590800523757934 15.449999809265138 1.5349999666213991 11.650000095367433 4.2500000000000009 302.81977844238287 -0.98307955265045155 0.84480872750282299 -0.44019395112991327 0.75609815120697033 0.3102658092975617 0.82957345247268688 0.69631844758987438 7.1549999713897714 0.80144378542900097 0.90255093574523937 4.9749999046325692 -0.99856269359588612 0.34309913218021398 -0.50376632809638966 10.250000000000002 8.5500001907348651 0.81418490409851085 13.84999990463257 0.65276235342025768 12.250000000000002 6.9049999713897714 2.7849999666213994
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 17 20 -5 10 18 -11 13 -12 -10 16 -16 -2 -7 -20 21 -8 23 24 -23 27 -27 28 29 -21
right_child=1 -3 -4 8 -6 9 7 -9 14 11 12 -13 -14 -15 15 -17 -18 -19 19 25 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.2377567890371427e-05 0.00055936395722475519 -9.8107663257626136e-05 3.6393635775569827e-05 0.02649343848228455 0.00037240074039515588 0.018744929132679868 0.0013708638350836673 -2.1891458908281138e-05 0.0020839141210469989 -0.004407859146582439 0.013869395744628633 0.015853315366036964 0.0024005918763577942 0.040028724795387639 0.02929532522411675 -0.00019146491472116288 0.0094201231313653915 -0.0058341263697593015 0.022366182076866213 0.0063841535992847356 0.0030776062113562559 0.031813720471691342 0.0034790040793804787 0.04030640760193701 0.0030664804749763932 0.0039687386822826682 0.026982447171758395 -0.0065449810293539776 -0.010061738202753275 0.032874787584878509
leaf_weight=1212635 2039 61584 28845 25 13421 43 86 1202 288 139 26 33 22 31 49 85 134 231 23 51 3414 20 39 23 39 124 32 127 23 20
leaf_count=1212635 2039 61584 28845 25 13421 43 86 1202 288 139 26 33 22 31 49 85 134 231 23 51 3414 20 39 23 39 124 32 127 23 20
internal_value=4.0085e-06 0.000181077 0.000520555 0.00116174 0.0010076 0.00210238 0.00172141 0.00257456 0.00678829 0.00599603 0.00814325 -0.000520541 0.0209406 0.0280964 0.00590227 0.0100056 0.0147419 -9.12511e-05 0.00586111 0.0044761 0.00343646 0.00935502 0.0150297 0.0205233 0.0128113 0.00338466 0.0086895 -0.000359932 0.00799646 0.0138463
internal_weight=1.32485e+06 112218 50634 21789 21208 7787 7093 4823 581 694 522 172 79 57 556 268 183 2270 443 400 3621 207 121 82 59 377 156 221 94 71
internal_count=1324853 112218 50634 21789 21208 7787 7093 4823 581 694 522 172 79 57 556 268 183 2270 443 400 3621 207 121 82 59 377 156 221 94 71
cat_boundaries=0 1
cat_threshold=144
is_linear=0
shrinkage=0.05


Tree=188
num_leaves=31
num_cat=2
split_feature=23 76 58 62 34 90 57 53 57 136 41 28 85 95 62 101 31 5 52 36 121 83 136 35 65 29 93 40 26 58
split_gain=1.47245 5.05778 4.57894 4.53981 3.18263 3.43857 3.13558 2.66597 6.68919 6.61486 5.12908 5.84002 6.06984 4.22976 4.62044 5.01508 4.59031 4.07129 4.55078 3.70814 3.70072 3.73711 3.50485 4.38822 3.72873 7.01521 4.72098 4.3392 4.17848 3.83693
threshold=5.3650000095367441 24.295000076293949 321.61389160156256 0.20274979621171954 15.84999990463257 -0.15651144832372663 192.86135864257815 0.14500000327825549 233.64546966552737 0 11.550000190734865 1014.7500000000001 0.79669427871704113 0.54846999049186718 0.25447899103164678 0.63810437917709362 1018.6499938964845 5.7500000000000009 0.074999999254941954 13.949999809265138 -0.5663846731185912 313.38427734375006 1 15.150000095367433 0.69499999284744274 1013.9500122070314 -0.18954125046730039 13.949999809265138 348.50000000000006 212.26129150390628
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 7 6 -4 5 -5 -3 8 -1 10 20 -12 -13 14 16 -16 -14 18 -10 -19 -9 -22 23 -11 25 26 -24 28 -27 -26
right_child=-2 2 3 4 -6 -7 -8 9 17 22 11 12 13 -15 15 -17 -18 19 -20 -21 21 -23 24 -25 29 27 -28 -29 -30 -31
leaf_value=-6.9244283012873273e-06 2.4337988653196874e-05 -0.0037748337911625916 0.01906926642830779 0.0021004994621807898 0.015636696668317251 -0.01193452680825579 -0.0011886201369415211 0.0016371515059975901 0.005476975183097684 -0.00054880198414586638 -0.0063931856899020773 0.0023841481928744157 0.010805442791594112 0.039049128890037539 0.016758137755095961 -0.011449334491044284 0.042751847414977173 0.0033548296359422847 0.0012438569712287951 -0.0013272282852372468 -0.0012617471886765448 0.0010416987939867724 0.0035898864617126811 -0.0029364324535050574 -0.0013788823979523747 -0.00029518862777203796 -0.0014616135968220133 -0.0058743299553770814 0.015738131637719074 -0.00024558389896042071
leaf_weight=102266 1150353 1491 41 399 38 49 5478 4635 1225 4504 65 122 23 20 40 26 22 633 1318 1274 3752 3318 2253 3360 11591 4578 582 357 41 20999
leaf_count=102266 1150353 1491 41 399 38 49 5478 4635 1225 4504 65 122 23 20 40 26 22 633 1318 1274 3752 3318 2253 3360 11591 4578 582 357 41 20999
internal_value=3.80804e-06 -0.000131531 -0.00140211 0.00309173 0.00174383 0.000565418 -0.00174193 -7.45011e-05 7.5652e-05 -0.000340288 0.000708757 0.00697484 0.0104093 0.0178831 0.0140694 0.0056461 0.0264237 0.00197335 0.00328301 0.000226911 0.000539127 -0.000180724 -0.000601631 -0.00156696 -0.000413391 0.000567675 0.00255286 -0.000563353 -0.000152871 -0.000648654
internal_weight=1.32485e+06 174500 7496 527 486 448 6969 167004 106716 60288 12023 318 253 131 111 66 45 4450 2543 1907 11705 7070 48265 7864 40401 7811 2835 4976 4619 32590
internal_count=1324853 174500 7496 527 486 448 6969 167004 106716 60288 12023 318 253 131 111 66 45 4450 2543 1907 11705 7070 48265 7864 40401 7811 2835 4976 4619 32590
cat_boundaries=0 1 2
cat_threshold=534 2048
is_linear=0
shrinkage=0.05


Tree=189
num_leaves=31
num_cat=2
split_feature=22 52 61 108 79 29 136 41 18 39 35 39 136 121 101 23 107 31 57 74 78 34 133 26 94 96 35 24 30 81
split_gain=1.48398 4.36498 5.16356 4.18008 4.01651 5.49499 4.95947 4.94847 4.46747 4.18951 4.11515 5.1133 4.34984 4.63586 4.27581 4.2515 4.51133 4.00425 3.94484 3.68207 3.65619 3.45018 3.44692 3.40935 3.85087 3.72226 3.29896 3.51168 3.34967 3.28057
threshold=7.6849999427795419 4.3750000000000009 0.42310951650142675 0.096383299678564086 16.115000724792484 1011.9500122070314 0 14.650000095367433 6.0650000572204599 12.250000000000002 10.750000000000002 10.750000000000002 1 -0.67556449770927418 -0.51447758078575123 5.9649999141693124 -0.70078119635581959 1018.8500061035157 230.29994201660159 0.77237641811370861 26.195000648498539 12.34999990463257 1017.6499938964845 335.50000000000006 -0.56388694047927845 -0.60565409064292897 17.150000572204593 187.50000000000003 1013.5499877929689 332.38731384277349
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 18 19 6 -6 9 -7 23 15 12 13 -12 -13 -10 29 -15 -3 22 -11 -5 -1 -8 -25 -26 27 -23 -28 -17
right_child=-2 2 -4 21 5 8 7 -9 10 20 11 14 -14 17 -16 16 -18 -19 -20 -21 -22 26 -24 24 25 -27 28 -29 -30 -31
leaf_value=1.8345934533916664e-05 8.4211869829010655e-05 -0.0032532566376383652 -9.76216083264568e-05 -0.0012574782330583264 -0.0010530158996604796 -0.0016075840597533583 0.0016827941202971722 0.022282236499282029 -0.001281000195621766 0.00069061503834535109 0.0044983701898701611 0.0034806166743233929 0.0022486674805969487 0.0098638432543902178 0.00064340949844972741 0.0015831829103879922 -0.00073214168310078488 0.040062209656057154 -0.00085533882970095147 -0.00044530630167311631 -0.0017409993262856285 0.0020802501037931356 -0.0031346691097890638 -0.0037845375988146534 0.034308256566524503 0.0057538995341885656 -0.0001374682506528792 -0.0001802367203581002 -0.0034742440450006261 0.016740768023171565
leaf_weight=626709 399103 2899 129838 10924 11100 2167 3097 26 4686 3813 63 1379 4557 21 35860 4239 3387 23 4200 46898 2600 1868 868 23 25 21 1549 21412 1462 36
leaf_count=626709 399103 2899 129838 10924 11100 2167 3097 26 4686 3813 63 1379 4557 21 35860 4239 3387 23 4200 46898 2600 1868 868 23 25 21 1549 21412 1462 36
internal_value=3.61764e-06 -3.11276e-05 -0.000256678 -0.000722704 2.11343e-05 0.000362951 -0.000333728 0.000498093 0.000618627 0.000439485 0.00070755 0.000943944 0.00250464 0.0120681 0.000748474 -9.4651e-05 0.000630908 0.0256494 -0.00183457 -1.79507e-05 -0.000295226 -0.000510609 1.3985e-05 0.0019277 0.0129202 0.0212726 -0.000200282 1.14599e-06 -0.00175765 0.00171083
internal_weight=1.32485e+06 925750 174152 44314 751598 77123 20705 9605 56418 9579 54251 41903 4664 107 37239 12348 7662 44 7099 674475 6413 37215 627577 3166 69 46 26291 23280 3011 4275
internal_count=1324853 925750 174152 44314 751598 77123 20705 9605 56418 9579 54251 41903 4664 107 37239 12348 7662 44 7099 674475 6413 37215 627577 3166 69 46 26291 23280 3011 4275
cat_boundaries=0 1 2
cat_threshold=4753 2
is_linear=0
shrinkage=0.05


Tree=190
num_leaves=31
num_cat=0
split_feature=36 122 30 73 39 0 30 89 61 23 11 79 39 60 55 28 118 64 12 87 14 121 95 61 69 25 109 2 118 65
split_gain=1.66468 2.38973 4.28477 3.34408 1.95623 2.48875 1.74391 1.60763 4.12645 3.99236 3.33566 4.2593 5.49278 4.55135 3.13476 3.13152 3.36509 3.99738 2.97095 3.05057 2.71677 2.89268 2.80929 2.63274 2.60778 2.42994 3.22625 2.70213 2.69819 2.3294
threshold=7.0499999523162851 -0.33379416167736048 1019.7500000000001 0.65637463331222545 7.2500000000000009 70.500000000000014 1009.8500061035157 0.9348704218864442 0.29907920956611639 6.6050000190734872 16.250000000000004 23.005000114440922 11.250000000000002 0.31293016672134405 0.81499999761581432 1019.2500000000001 0.35019405186176306 2.9650000333786015 2.0749999284744267 0.88758492469787609 0.50499999523162853 0.83385404944419872 -0.99316588044166554 0.23702763020992282 253.29278564453128 334.50000000000006 0.83320412039756786 347.50000000000006 0.8140845298767091 7.3250000476837167
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 2 -1 -4 5 6 -2 -6 9 10 11 20 13 14 -13 -10 -17 -18 -14 -20 -9 22 -22 -21 -23 26 29 -27 -28 -24
right_child=4 -3 3 -5 7 -7 -8 8 15 -11 -12 12 18 -15 -16 16 17 -19 19 23 21 24 25 -25 -26 27 28 -29 -30 -31
leaf_value=0.0027497208858167418 -0.0019102946311859864 -0.0021378913946421851 0.030166267027957008 0.0052124834284186369 4.9388400398725739e-07 -0.0043767789334337092 0.017150538719336816 0.017512110142928104 -0.0052757187776541759 -0.0043309036885104324 -0.014657371527244967 0.041696702808890818 -0.0069078223477565467 0.0013239870333801146 0.016119154393672945 -0.0091562184636504989 0.02411733744333365 0.0014119494176979754 -0.0011610053169230619 0.0045971206141014898 0.014209207624662669 -0.019559284839231306 0.0016865399228693956 0.025374818016444485 -0.0007248979550786317 0.0025289895534515382 0.001913662963650293 0.02323685730605022 -0.015295984003422481 -0.0078076830263146104
leaf_weight=201 24 134 29 25 1322718 435 24 23 748 374 31 23 52 23 25 39 28 63 54 30 38 34 629 31 40 50 36 23 62 72
leaf_count=201 24 134 29 25 1322718 435 24 23 748 374 31 23 52 23 25 39 28 63 54 30 38 34 629 31 40 50 36 23 62 72
internal_value=-2.11355e-06 0.00326825 0.00610913 0.0186136 -3.07315e-06 -0.00318454 0.00762012 -1.91364e-06 -0.00126159 0.000211991 0.00154353 0.00194693 0.00796255 0.019612 0.0283751 -0.00403086 0.00313189 0.00839822 0.00300977 0.00749425 0.000525159 0.000128106 0.000901174 0.0151563 -0.00937854 0.000321237 -0.000476569 0.00905339 -0.00897407 0.000711384
internal_weight=1.32612e+06 389 255 54 1.32573e+06 483 48 1.32525e+06 2528 1650 1276 1245 238 71 48 878 130 91 167 115 1007 984 910 61 74 872 799 73 98 701
internal_count=1326118 389 255 54 1325729 483 48 1325246 2528 1650 1276 1245 238 71 48 878 130 91 167 115 1007 984 910 61 74 872 799 73 98 701
is_linear=0
shrinkage=0.05


Tree=191
num_leaves=31
num_cat=1
split_feature=91 17 12 61 82 63 105 136 52 57 81 5 76 74 66 23 20 1 52 7 56 57 37 54 58 114 123 91 81 39
split_gain=1.76811 3.29106 4.4783 4.49725 4.24726 3.51403 5.01282 3.47892 3.16205 3.86731 3.40868 2.96358 3.93237 3.77087 3.36828 2.93198 3.02965 3.37362 3.42531 3.64421 2.9086 3.05471 2.80762 3.12087 2.6562 2.62939 2.52501 2.37012 2.36986 2.29942
threshold=-0.97444590926170338 10.405000209808351 0.50499999523162853 0.35423286259174352 335.12333679199224 0.2700271755456925 -0.068657971918582902 0 0.47499999403953558 303.34844970703131 339.24902343750006 11.449999809265138 29.464999198913578 0.3920856267213822 8.1849999427795428 5.5650000572204599 6.3750000000000009 345.50000000000006 3.3950001001358037 7.4500000476837167 160.42987060546878 147.75666809082034 7.0499999523162851 0.38499999046325689 196.96060180664065 -0.60873827338218678 0.04361772537231446 -0.99622926115989674 336.87886047363287 21.94999980926514
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 27 22 6 8 -3 9 10 -6 12 13 -10 -14 25 28 -18 19 -19 -9 -22 23 -4 -23 -7 -15 -1 -17 -24
right_child=-2 7 4 -5 5 15 -8 20 11 -11 -12 -13 14 26 -16 16 17 18 -20 -21 21 24 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0059187479228490873 1.8252423236960375e-05 0.00030909401661883651 0.024159328717117512 0.00046906784053943643 0.024689243583097348 -0.0087039892670388013 -0.012506840383866803 -0.0032568013373261554 0.018271709579783371 0.036402580961585045 -0.0028945720288902524 -0.0062108146199999856 0.0069585657119750986 -0.0021205478560937159 0.032428260451113737 0.0011863506764680017 -0.0012923265652790587 0.027657197320035527 -0.001759008768230404 0.0039088316882650055 -0.0037183054344776508 -0.002457866498783638 -0.00064535581668285309 0.00061009806899271692 -0.00013909033749000252 0.0070670585919943478 0.017092012153007093 0.027055176331972165 -0.0077832951263609659 -0.01681421213698658
leaf_weight=21 1180716 46411 24 72 21 30 32 808 39 20 24 43 25 118 27 114 221 35 41 30 622 1265 42662 34 52155 222 20 36 208 22
leaf_count=21 1180716 46411 24 72 21 30 32 808 39 20 24 43 25 118 27 114 221 35 41 30 622 1265 42662 34 52155 222 20 36 208 22
internal_value=-2.00788e-06 -0.000166529 -0.000526819 0.0087756 -0.000554085 0.00229539 0.00640518 -9.4734e-06 0.00820098 0.0181086 0.00997788 0.00583336 0.00809493 0.00454357 0.0201832 0.000612241 -0.00116508 0.0022249 0.009558 0.0166964 -0.000279033 -0.000234563 -0.000638751 0.0103546 -0.000194 0.00518955 0.000663881 0.0192681 -0.00460771 -0.000653689
internal_weight=1.32612e+06 145402 44141 129 44012 1270 369 101261 337 65 45 272 229 177 52 901 649 327 106 65 54850 54042 42742 58 53420 252 138 57 322 42684
internal_count=1326118 145402 44141 129 44012 1270 369 101261 337 65 45 272 229 177 52 901 649 327 106 65 54850 54042 42742 58 53420 252 138 57 322 42684
cat_boundaries=0 1
cat_threshold=2944
is_linear=0
shrinkage=0.05


Tree=192
num_leaves=31
num_cat=1
split_feature=91 37 54 17 12 94 82 66 122 136 60 127 55 115 75 99 66 11 59 93 55 54 3 106 62 53 38 54 0 79
split_gain=1.61018 2.73661 2.93965 2.75604 4.10461 3.35337 3.06259 4.53924 7.00613 3.05684 3.1701 2.85076 3.06764 3.07123 3.25564 8.31471 3.59024 2.85943 2.30264 2.45476 2.25611 2.93335 2.48616 2.41159 2.94306 2.41039 2.38048 2.25559 5.49168 4.08863
threshold=-0.98225247859954823 7.0499999523162851 0.38499999046325689 10.405000209808351 0.50499999523162853 0.25121058523654943 336.95338439941412 1.0649999976158144 -0.23343648016452787 0 0.36935018002986914 0.11319890245795251 3.3349999189376835 -0.30069434642791742 0.62806186079978954 -0.67460986971855152 20.845000267028812 10.449999809265138 272.38189697265631 0.13165795058012011 0.064999999478459372 0.034999999217689044 17.500000000000004 -0.97603401541709889 0.28281989693641668 0.064999999478459372 12.34999990463257 0.62500000000000011 224.50000000000003 1.0850000381469729
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 20 8 -8 -5 27 -9 13 14 15 18 -16 -17 -13 -20 21 22 -6 24 25 -23 -26 28 -11 -30
right_child=-2 3 -4 9 6 -7 7 11 -10 10 -12 12 -14 -15 16 17 -18 -19 19 -21 -22 23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.026287944260984658 1.5531105259372728e-05 0.004194033788129067 0.0021300037683164084 0.00030584335006508448 0.019877797387540343 0.024928520290324323 0.029253208795317304 -0.0070363388410138832 0.0021495841774594737 -0.0074939927058294414 -0.00015561172760103926 -0.0022133339644858133 -0.0041555678869739472 -0.00085126906722074458 -0.00026310836726968939 0.044341304543472473 0.018036761163966731 0.018248833343386651 0.00025846355594694615 0.023976571206003428 -0.00071285367925830363 0.023929652377963066 0.0036819125095378228 -0.0045172068314685253 0.015887303673662246 0.0032088660896988589 -0.0011353020614855486 -0.0017399362101539338 -0.010100338089725247 0.01291260672422747
leaf_weight=20 1205364 78 34 38389 25 26 38 96 64 75 40613 54 151 210 165 21 32 21 20 24 34722 25 454 247 22 32 309 4644 23 120
leaf_count=20 1205364 78 34 38389 25 26 38 96 64 75 40613 54 151 210 165 21 32 21 20 24 34722 25 454 247 22 32 309 4644 23 120
internal_value=-1.90736e-06 -0.000175978 0.0110774 -0.000181012 -0.000541517 0.00937766 -0.000569601 0.00231774 0.012247 -2.26663e-05 -0.000299988 0.00104219 0.00215328 0.00389484 0.00685235 0.012682 0.00270946 0.0312951 0.00470497 0.0131956 -0.000641793 0.00157309 0.00452721 -0.000655296 0.00180319 0.0122969 -3.8902e-06 -0.0015066 0.00346402 0.00921122
internal_weight=1.32612e+06 120754 54 120700 36836 104 36732 896 102 83864 45475 794 698 547 337 140 197 42 98 44 35836 1114 479 635 388 57 331 4862 218 143
internal_count=1326118 120754 54 120700 36836 104 36732 896 102 83864 45475 794 698 547 337 140 197 42 98 44 35836 1114 479 635 388 57 331 4862 218 143
cat_boundaries=0 1
cat_threshold=2944
is_linear=0
shrinkage=0.05


Tree=193
num_leaves=31
num_cat=1
split_feature=88 66 5 136 123 73 108 80 30 53 120 55 87 87 65 80 81 98 2 116 105 4 26 7 15 28 89 64 76 58
split_gain=1.57677 3.94715 4.13736 3.74026 3.61322 3.67714 3.32275 4.84437 3.61165 3.42378 4.25355 3.29933 3.20441 3.14239 3.08461 3.79714 3.0777 3.04906 2.94264 3.90058 3.43773 2.91287 4.21813 3.32063 3.948 2.91259 2.73245 2.7186 3.09536 2.70771
threshold=0.76578259468078624 1.3350000381469729 8.9499998092651385 0 -0.63605400919914235 0.84791314601898204 0.95120280981063854 320.44136047363287 1020.5499877929689 0.98500001430511486 -0.13052122294902799 1.4049999713897707 0.91426381468772899 0.79577800631523143 2.5649999380111699 263.24377441406256 307.11793518066412 -0.98860636353492726 103.50000000000001 0.68832838535308849 0.17891669273376468 11.84999990463257 317.50000000000006 10.150000095367433 2.554999947547913 1020.7500000000001 -0.6393509805202483 12.045000076293947 27.224999427795414 177.35168457031253
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 21 7 12 9 10 -9 -11 18 -4 15 17 -7 -5 19 -2 -20 23 -23 24 27 -6 -17 28 -3 -16
right_child=1 3 13 14 25 16 -8 8 -10 11 -12 -13 -14 -15 29 26 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.6746657934904799e-06 -0.0070355200634327946 0.0031179226609561617 -0.0178934409068181 0.018431188202584568 -0.0011388922104893289 0.024674962573882308 -0.013118256686036202 0.0056169825522894307 0.030399694088846449 -0.013825149355190143 0.027836696883397447 0.008671036993081754 0.018857783251083816 -0.0023049329008374897 -0.0066654816475009634 -0.0041207715951472141 0.003080569896282572 -0.0020391860283675723 0.0018509351431460861 0.01017533075530082 0.019972629265652766 -0.00083475090239358985 0.030159621153559003 -0.0081859657029201699 0.022881046813828024 -0.010590693163109965 -0.011516628795366022 -0.0116195760814375 -0.016507900115989505 -0.00091299765413853883
leaf_weight=1320717 186 464 39 23 968 33 34 56 20 28 35 39 26 189 248 237 33 87 852 40 27 23 21 91 22 89 264 38 21 1168
leaf_count=1320717 186 464 39 23 968 33 34 56 20 28 35 39 26 189 248 237 33 87 852 40 27 23 21 91 22 89 264 38 21 1168
internal_value=-1.81188e-06 -0.000854384 0.00125612 -0.00172008 -5.40361e-05 0.00260999 0.00231336 0.00271418 0.0103814 0.00784748 0.014163 -0.000730354 0.00150749 -0.00497139 -0.00318602 -0.00617104 0.0138778 0.00224098 0.00109924 -0.00398935 0.00240757 0.00151635 0.013958 0.000655608 0.00213191 -0.00193474 -0.00801799 0.00125909 0.00226814 -0.00192049
internal_weight=1.32612e+06 5401 1571 3830 1803 746 1343 1309 178 158 91 67 1131 228 2027 611 66 110 1105 226 879 680 44 636 545 1057 501 523 485 1416
internal_count=1326118 5401 1571 3830 1803 746 1343 1309 178 158 91 67 1131 228 2027 611 66 110 1105 226 879 680 44 636 545 1057 501 523 485 1416
cat_boundaries=0 1
cat_threshold=2886
is_linear=0
shrinkage=0.05


Tree=194
num_leaves=31
num_cat=1
split_feature=31 94 26 76 54 70 39 84 124 52 8 7 120 10 95 121 112 99 82 59 60 88 52 92 95 73 136 79 9 20
split_gain=1.48823 3.49763 2.48485 3.27121 3.61097 2.19994 2.057 1.97171 1.94098 2.81932 3.45005 2.01655 1.93241 1.77349 1.72944 1.72767 2.3417 1.66738 1.6514 1.64718 1.55959 6.18951 5.55996 4.92339 4.2358 4.65529 4.65837 4.51681 5.11601 4.51617
threshold=1022.5499877929689 -0.84771376848220814 204.50000000000003 9.0850000381469744 1.1649999618530276 271.79298400878912 17.750000000000004 0.81754806637763988 0.6755644977092744 2.7549999952316289 7.8500001430511483 7.1499998569488534 -0.85260769724845875 12.84999990463257 0.31496433913707739 -0.60873827338218678 -0.87878364324569691 0.10538833215832712 317.41841125488287 249.59174346923831 0.45983526110649114 0.16051007807254794 6.4649999141693124 -0.94369158148765553 -0.30544450879096979 0.60441258549690258 0 7.4149999618530282 2.8500000238418584 7.5150001049041757
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 1 2 2 2
left_child=20 2 6 7 13 -6 12 -4 -7 10 -10 -12 -2 -5 -3 16 -9 -16 -11 -14 22 -22 23 -1 25 27 29 -25 -29 -27
right_child=1 14 3 4 5 8 -8 15 9 18 11 -13 19 -15 17 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.00053967439461144527 0.0122156789402167 -0.00045918494243850561 -0.0033269164399091899 -0.0076380872260453508 -0.0065268958886262295 -0.0023118753952855644 0.013317884330856889 0.0063906547779749552 0.031642668307970537 -0.0025389405803327436 -0.0024488002974539999 0.015193485480773709 -0.0025868648267892559 0.0063339284293491534 -2.0701087241852513e-05 -0.010382988117230327 -0.0099388548081902704 -0.011436072931974196 0.013717622957414105 0.011777416055768052 8.2998559358312863e-05 0.0021699374867609265 -0.00066538752135321486 0.00029124251674214304 -1.4382647740319432e-05 0.0014693271673423321 -0.00025516141542813244 0.0031080612173563539 0.00089331247469248546 -0.0019215886884413258
leaf_weight=39625 30 30788 674 143 43 56 34 42 22 61 25 46 215 27 89528 230 46 32 21 22 343301 3590 32222 35886 679049 7493 40613 3047 18077 1130
leaf_count=39625 30 30788 674 143 43 56 34 42 22 61 25 46 215 27 89528 230 46 32 21 22 343301 3590 32222 35886 679049 7493 40613 3047 18077 1130
internal_value=-1.72129e-06 -0.000168063 -0.00239571 -0.00326152 0.000305545 0.00385727 0.0017349 -0.00485807 0.00579025 0.00838294 0.0143421 0.00898141 0.000259916 -0.005419 -0.000135911 -0.00810336 -0.00214523 -2.47798e-05 0.00162433 -0.00125347 1.51452e-05 0.000104596 -2.10562e-05 4.11183e-06 3.15506e-05 0.000325123 -3.10169e-05 0.0006327 0.00121278 0.00102378
internal_weight=1.32612e+06 122085 1737 1436 444 274 301 992 231 175 93 71 267 170 120348 318 88 89560 82 237 1.20403e+06 346891 857142 824920 785295 106246 49236 57010 21124 8623
internal_count=1326118 122085 1737 1436 444 274 301 992 231 175 93 71 267 170 120348 318 88 89560 82 237 1204033 346891 857142 824920 785295 106246 49236 57010 21124 8623
cat_boundaries=0 1
cat_threshold=38
is_linear=0
shrinkage=0.05


Tree=195
num_leaves=31
num_cat=1
split_feature=81 35 2 136 28 101 76 59 5 21 38 90 8 37 52 84 58 61 39 35 31 53 29 62 54 5 23 31 18 58
split_gain=1.55792 5.89023 5.74661 3.94031 6.34478 3.66067 3.46157 3.90789 3.2832 3.77711 3.76931 3.30808 3.24315 4.44531 3.23277 3.23051 3.24106 3.0859 3.05018 3.47859 3.28431 3.06175 4.94955 3.84043 5.4471 4.69494 4.30413 3.7198 3.53923 3.39629
threshold=315.47503662109381 11.250000000000002 343.50000000000006 0 1015.6499938964845 -0.62002104520797718 9.3550000190734881 24.500287055969242 10.250000000000002 6.8350000381469735 11.84999990463257 -0.98628419637680043 7.5499999523162851 15.449999809265138 0.034999999217689044 0.88745710253715526 249.28253936767581 0.26525574922561651 11.449999809265138 16.050000190734867 1017.4500122070314 4.055000066757203 1017.8500061035157 0.32366800308227545 2.3149999380111699 10.449999809265138 6.4649999141693124 1019.4500122070314 7.4149999618530282 310.02648925781256
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 5 -4 7 -3 -7 11 -11 -10 -6 15 -8 18 -17 -9 20 21 -14 22 27 24 25 28 29 -20 -24 -25
right_child=1 2 3 -5 12 8 14 17 9 10 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=1.8587331498106729e-05 -0.00077297150204072682 -0.003727556280298399 0.01883172833432372 -0.00070872099316995842 0.0014537171135714845 -0.000851892258780764 0.0037623747888616658 0.0014504134568002493 0.012227427020358544 0.0039443665359801842 0.024740527675965351 0.00044525546086720017 0.0081661076610593276 0.017984248914531081 7.0475476846870277e-05 0.005488600079151835 -0.0042660033180538116 -0.0006266516714026147 0.0055563103413403606 -0.0131348527563007 -0.00048508989650213584 0.0035722764728124082 0.011195216854176826 0.016834358933910328 0.028041290808469056 0.02094958159977045 0.0065726545410590212 -0.013814254266347876 -0.0036669074191542517 0.034503488281611788
leaf_weight=1200216 30354 953 26 2121 1741 2595 599 1939 66 53 37 612 148 58 58672 141 215 22997 302 23 424 528 63 74 30 39 57 27 110 43
leaf_count=1200216 30354 953 26 2121 1741 2595 599 1939 66 53 37 612 148 58 58672 141 215 22997 302 23 424 528 63 74 30 39 57 27 110 43
internal_value=1.08891e-06 -0.000166863 2.74261e-05 0.00119161 0.00173402 0.000142497 -0.000102895 -0.000585234 -1.99314e-06 0.00286974 0.0124939 0.00159219 0.00307903 0.00431903 0.000107786 0.00396265 -0.000402523 -0.000465141 0.00479456 0.00613683 0.00175333 0.00648502 0.00854935 0.0121737 0.00810005 0.00527817 0.0178393 0.00396663 0.00174531 0.0233281
internal_weight=1.32526e+06 125047 94693 9533 7412 3389 85160 25889 3363 768 90 678 4023 2282 59271 2224 356 24936 1868 1296 572 1273 745 416 242 212 174 329 173 117
internal_count=1325263 125047 94693 9533 7412 3389 85160 25889 3363 768 90 678 4023 2282 59271 2224 356 24936 1868 1296 572 1273 745 416 242 212 174 329 173 117
cat_boundaries=0 1
cat_threshold=144
is_linear=0
shrinkage=0.05


Tree=196
num_leaves=31
num_cat=1
split_feature=81 8 136 29 38 35 57 52 1 9 61 78 28 36 73 94 36 36 119 29 92 30 42 3 34 83 17 53 94 52
split_gain=1.43358 4.83094 5.14777 6.63829 6.22997 3.58122 3.50667 3.26461 4.56335 3.80672 3.8493 4.88289 3.71424 6.10881 3.60152 3.39742 3.30881 3.21384 3.1232 3.10024 4.14105 3.7325 4.2226 3.70537 3.07584 3.09537 3.28731 2.91753 4.60556 3.67549
threshold=318.34239196777349 9.7500000000000018 0 1016.5499877929689 12.150000095367433 11.050000190734865 258.10331726074224 0.78499999642372142 333.50000000000006 2.8500000238418584 0.3237347304821015 16.185000419616703 1011.9500122070314 11.34999990463257 0.2565304040908814 -0.99353912472724903 10.34999990463257 10.750000000000002 0.89490029215812694 1016.9500122070314 0.1721398010849953 1017.3500061035157 8.8499999046325701 317.50000000000006 15.34999990463257 336.73744201660162 13.344999790191652 1.3650000095367434 -0.81946212053298939 2.0349999666213994
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 6 -5 -2 -3 8 9 10 11 -7 -13 16 -10 -16 -14 -8 -4 -11 21 23 -23 -21 25 26 -6 28 -20 -30
right_child=1 2 18 4 24 7 17 -9 14 19 -12 12 13 -15 15 -17 -18 -19 27 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.5523920812105198e-05 -0.0012881268494213849 -0.0036397306059046267 -0.000116116833565853 0.001782690242145724 0.012794480837041487 7.9347025155022228e-05 -0.0031390645287401931 -0.00045742079190999694 0.019299938239749861 -0.0026970278905885233 -0.00091831909144655033 -0.0015862502568375529 0.01074953429028392 0.007278746791237284 0.016186318177108965 0.0022669964407313766 0.034171029834664968 0.0028813436666704356 -0.00482628303807138 0.0069051416537893769 -0.002227817205338007 0.00096391787336910393 0.022778667796713614 0.03132866804953665 -0.0017530709716253156 0.0038827222323586305 0.0020915896311308143 0.00025081842035969999 0.0034948771174929763 0.016358928070885355
leaf_weight=1229788 11387 583 34320 1591 370 317 310 36570 33 1516 587 72 25 227 45 1698 38 778 164 44 434 293 24 24 86 259 89 2231 1302 58
leaf_count=1229788 11387 583 34320 1591 370 317 310 36570 33 1516 587 72 25 227 45 1698 38 778 164 44 434 293 24 24 86 259 89 2231 1302 58
internal_value=1.0342e-06 -0.000185604 0.000214516 0.0019033 0.0035955 -0.000501753 -0.000510705 -0.000288282 0.000862062 -0.000160881 0.00204692 0.00461039 0.00857819 0.0111018 0.00293617 0.00262636 0.0248768 0.00116597 3.36637e-05 -0.00135792 0.00112083 0.00489566 0.00261551 0.0155252 0.0071828 0.00825311 0.0107192 0.00140272 0.003089 0.00404349
internal_weight=1.32526e+06 95475 42141 4066 2395 53334 1671 41947 5377 3601 1266 679 362 290 1776 1743 63 1088 38075 2335 819 385 317 68 804 718 459 3755 1524 1360
internal_count=1325263 95475 42141 4066 2395 53334 1671 41947 5377 3601 1266 679 362 290 1776 1743 63 1088 38075 2335 819 385 317 68 804 718 459 3755 1524 1360
cat_boundaries=0 1
cat_threshold=16
is_linear=0
shrinkage=0.05


Tree=197
num_leaves=31
num_cat=0
split_feature=81 35 53 29 12 106 86 60 89 88 32 123 12 87 89 55 115 109 87 14 93 15 88 113 84 57 90 93 64 70
split_gain=1.29381 4.38653 4.90051 5.8355 3.60999 4.00645 3.40657 3.66457 4.84301 2.97938 2.96501 2.91513 3.53923 4.04171 3.74245 7.95985 3.52627 3.30912 3.32115 4.65498 3.22003 3.04665 3.9378 2.98508 2.98424 3.38676 2.90772 3.48569 2.85956 3.65636
threshold=318.34239196777349 11.250000000000002 0.50499999523162853 1016.0499877929689 1.575000047683716 -0.82757136225700367 0.81363469362258922 0.2375825718045235 -0.82054018974304188 -0.093062277883291231 13.550000190734865 0.83385404944419872 1.185000002384186 0.89455196261405956 -0.88597565889358509 0.34499999880790716 -0.23343648016452787 0.95118892192840587 0.86752751469612133 2.5049999952316289 -0.96980869770050038 1.6250000000000002 -0.63256564736366261 -0.35019405186176294 0.77156910300254833 210.14422607421878 -0.95980161428451527 -0.81691437959671009 12.045000076293947 313.46405029296881
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 28 3 4 5 -3 10 -8 -9 26 -6 12 20 14 15 -14 -17 -16 19 21 -5 22 -19 24 25 -22 27 -10 29 -2
right_child=1 2 -4 11 6 -7 7 8 9 -11 -12 -13 13 -15 17 16 -18 18 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.4747725517745448e-05 -0.00065469025145263463 0.018126632468774915 -9.718679565993998e-05 0.015845546961106637 0.012363769831844486 -0.0047323645670204317 0.003408882371326344 0.0026804952265498247 0.023097124756516322 -0.0075363218988316787 -0.0012734445880671016 0.020994841608626302 0.022972328192037011 -0.00166761622836734 0.0023386168591110782 0.0025575104519458755 0.02263242781162262 0.033109477915885775 0.0022451392966303034 0.029991625497738525 0.02277820929022575 -0.00047273962185359917 0.0086363999416621835 -0.009771865906296499 -0.003234760390444734 0.0017573937343320614 -0.0024186521928311784 0.0018486523148021662 -0.0001220517672726709 -0.0023778344543903384
leaf_weight=1229788 9259 20 66189 27 115 461 759 692 23 240 61 24 90 223 712 175 25 22 119 33 27 52 65 93 174 66 884 120 10113 4612
leaf_count=1229788 9259 20 66189 27 115 461 759 692 23 240 61 24 90 223 712 175 25 22 119 33 27 52 65 93 174 66 884 120 10113 4612
internal_value=9.82491e-07 -0.000176324 1.99765e-05 0.00148262 0.000229208 -0.00378189 0.000895876 0.000459349 -0.000683426 -0.00252071 0.00763724 0.00367787 0.00345948 0.00454894 0.00562109 0.0106237 0.00506688 0.00417466 0.00866697 0.01311 -0.000808275 0.0091021 0.014825 -0.00205731 0.00062978 0.00786021 -0.0013486 0.00526624 -0.000761452 -0.00122762
internal_weight=1.32526e+06 95475 71491 5302 3375 481 2894 2718 1959 1267 176 1927 1903 1516 1293 290 200 1003 291 172 387 139 87 360 267 93 1027 143 23984 13871
internal_count=1325263 95475 71491 5302 3375 481 2894 2718 1959 1267 176 1927 1903 1516 1293 290 200 1003 291 172 387 139 87 360 267 93 1027 143 23984 13871
is_linear=0
shrinkage=0.05


Tree=198
num_leaves=31
num_cat=1
split_feature=134 52 113 90 16 136 114 29 91 75 63 75 12 24 106 89 35 22 52 98 14 14 70 80 26 66 71 75 3 56
split_gain=1.29077 2.02024 1.57179 1.25469 3.27718 3.42706 2.61621 2.65576 2.8268 3.57787 3.00475 2.89028 2.91308 3.87988 4.03812 4.4652 5.266 3.73493 4.3895 3.63026 3.38805 2.99646 2.96997 2.78793 2.98044 2.58103 2.88403 2.47854 4.27274 2.85877
threshold=1022.5499877929689 7.805000066757203 -0.85260769724845875 0.6136617660522462 11.775000095367433 0 0.97233289480209362 1019.2500000000001 -0.17422568798065183 0.86064830422401439 0.4803984016180039 0.85545477271080028 1.825000047683716 258.50000000000006 -0.53231886029243458 -0.92552900314331044 12.750000000000002 4.9049999713897714 0.11499999836087228 -0.95049968361854542 2.0949999094009404 2.0349999666213994 309.21733093261724 341.96903991699224 320.50000000000006 1.1749999523162844 293.08236694335943 0.31248015165328985 346.50000000000006 199.33435821533206
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 27 7 8 9 10 11 12 13 17 21 -16 -17 -7 -19 -20 25 -15 -18 24 -10 26 -14 28 -5 -29
right_child=1 -3 -4 4 -6 6 -8 -9 23 -11 -12 -13 20 14 15 16 22 18 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=7.3582604582816324e-06 -0.00081826412927297337 -0.00029753193650116809 -0.0051569302908866452 0.00055139773963567087 -0.0029212381794670008 -0.0023408019040344341 -0.016482870077544991 -0.0027092500732616843 0.00033321943855423828 -0.0054604414544374381 -0.0045557604183408392 0.02204940464347601 -0.0033590560242759459 0.0020372638668329306 0.029366740610065136 -0.010244255561071138 0.0069192085932526324 0.032413657441793475 0.022483844425090972 0.00050618477232222052 0.0030220205000093254 0.019245034040739906 0.030579628440595807 0.013365711959298044 -0.0054781645179239362 -0.0052800373140187871 0.019155181333422661 -0.0044605907539722843 0.021398577926059564 -0.00081716533538647284
leaf_weight=1313496 398 2829 439 136 1296 33 22 476 858 143 135 20 33 938 29 30 36 32 34 42 642 26 21 34 297 270 25 795 30 1668
leaf_count=1313496 398 2829 439 136 1296 33 22 476 858 143 135 20 33 938 29 30 36 32 34 42 642 26 21 34 297 270 25 795 30 1668
internal_value=9.33366e-07 -0.000935974 -0.00309386 3.53227e-06 -0.000616814 -0.000177941 0.000712223 0.000805005 0.00125981 0.00221787 0.0026859 0.00312806 0.00295534 0.00458034 0.00356194 0.0123756 0.00671191 0.0123809 0.0168791 0.0103383 0.000909853 0.00250137 0.0156362 -0.000745735 -0.00116114 -0.00322433 0.00634536 -0.00158858 0.00431896 -0.00199318
internal_weight=1.32526e+06 3666 837 1.3216e+06 8101 6805 4176 4154 3678 2489 2346 2211 2191 1221 1080 116 87 141 108 76 970 964 57 1189 1155 328 58 2629 166 2463
internal_count=1325263 3666 837 1321597 8101 6805 4176 4154 3678 2489 2346 2211 2191 1221 1080 116 87 141 108 76 970 964 57 1189 1155 328 58 2629 166 2463
cat_boundaries=0 1
cat_threshold=5169
is_linear=0
shrinkage=0.05


Tree=199
num_leaves=31
num_cat=1
split_feature=72 60 119 33 23 19 15 136 39 102 32 24 76 10 60 4 100 81 52 80 58 96 23 123 87 101 92 17 92 111
split_gain=1.23961 4.2417 2.97318 4.83181 3.23382 3.12912 3.01741 2.82771 3.40521 3.83376 4.14948 2.87782 3.3203 2.79979 2.84693 2.60655 3.57697 2.55676 2.54789 3.86402 2.48899 2.46568 2.41129 2.3844 2.50236 2.32703 2.592 2.49096 2.64016 3.00879
threshold=0.8505854904651643 0.41489531099796301 0.9536806344985963 14.250000000000002 5.5850000381469735 8.0099999904632586 0.72500002384185802 0 12.650000095367433 0.67380169034004223 11.750000000000002 313.50000000000006 28.535000801086429 9.2500000000000018 0.36935018002986914 9.9499998092651385 0.90986663103103649 306.92179870605474 0.15500000119209292 345.91271972656256 210.7284851074219 -0.70190441608428944 6.9249999523162851 -0.66259482502937306 0.88256579637527477 -0.94407919049262989 -0.92830097675323475 10.405000209808351 -0.033637089654803269 0.27084246277809149
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 8 9 -7 -11 13 17 21 -15 25 -17 -13 -6 -20 -8 -12 -14 -10 -25 -3 -27 -28 29 -29
right_child=1 15 3 -5 18 7 20 -9 23 10 11 12 22 14 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=1.7530511110563093e-05 0.013155120784150704 -0.0061149716914780904 0.019224192271940412 0.019708181937804093 0.0054901214545641681 -0.0006771377252750249 -0.006377167584183609 -0.0018205971902289391 0.00068344913727143687 0.00037400371846777765 -0.0017086478406373338 0.018230839004917516 -0.0049250667148994075 0.025642968934713579 0.0066448672759262008 0.00047386523344798167 0.0055529503770476059 0.0051460465465511555 0.0033241186059127024 -0.0054453940025952653 -0.0021638845070320969 0.019124241163954142 0.009052036277134903 -0.00059556488097810192 -0.0036122030408864514 0.0012629560769110146 -0.00072088297021668005 -8.6579777187447766e-05 -0.00016877126154793984 0.0014116164320526073
leaf_weight=1184897 28 162 24 37 190 1609 495 4491 1187 802 49 42 135 49 33 13190 356 336 238 266 1201 20 40 1481 1283 3298 16748 7456 79033 6087
leaf_count=1184897 28 162 24 37 190 1609 495 4491 1187 802 49 42 135 49 33 13190 356 336 238 266 1201 20 40 1481 1283 3298 16748 7456 79033 6087
internal_value=8.86698e-07 -0.000139612 -0.000964206 0.00208791 0.0011799 -0.00113771 -0.00312481 -0.00084129 -0.000215982 0.00101989 0.00283298 0.00563425 0.00396377 0.011752 0.0179974 -4.79945e-05 0.000607348 0.00659991 0.000555891 -0.00130424 -0.00339359 0.00432987 -0.0017303 -0.0011909 -0.00199584 -0.000126705 -0.000118091 -0.000159753 -5.82389e-05 0.000586795
internal_weight=1.32526e+06 140366 14036 755 718 13281 1724 11557 7066 3115 1506 704 553 151 82 126330 13546 378 694 504 1696 69 175 3951 2764 112784 112622 109324 92576 13543
internal_count=1325263 140366 14036 755 718 13281 1724 11557 7066 3115 1506 704 553 151 82 126330 13546 378 694 504 1696 69 175 3951 2764 112784 112622 109324 92576 13543
cat_boundaries=0 1
cat_threshold=1858
is_linear=0
shrinkage=0.05


Tree=200
num_leaves=31
num_cat=2
split_feature=66 52 106 61 75 66 136 52 56 133 52 119 111 69 72 60 73 63 68 31 6 87 123 38 79 66 110 136 31 77
split_gain=1.67232 4.5504 5.27098 3.14092 2.69939 2.88929 4.38438 3.97408 7.1707 5.32099 4.46381 3.69074 4.52635 3.81035 3.60979 3.32031 3.17138 3.50436 3.1594 4.55534 4.37655 3.59496 3.27659 3.11031 3.18199 4.09854 3.98647 4.53544 3.26577 2.96927
threshold=29.554999351501468 12.22499990463257 -0.81126931309700001 0.79245632886886608 0.76635619997978222 5.0450000762939462 0 4.1949999332427987 208.90525817871097 1021.0499877929689 0.35500000417232519 0.63605400919914257 0.60197788476943981 272.07559204101568 0.84809666872024547 0.38495011627674108 0.80085918307304393 0.31251016259193426 301.25347900390631 1011.1499938964845 5.1499998569488534 0.83556780219078075 -0.60873827338218678 10.84999990463257 3.3950001001358037 10.994999885559084 -0.74979460239410389 1 1014.6499938964845 4.6050000190734872
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=4 2 3 -2 5 -1 -7 8 9 11 16 12 23 -14 -12 -9 17 18 19 -10 21 -21 -22 -8 25 26 -25 28 -28 -13
right_child=1 -3 -4 -5 -6 6 7 15 10 -11 14 29 13 -15 -16 -17 -18 -19 -20 20 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-1.199918067767489e-05 0.0018655718724116207 -1.6520139853156112e-05 0.00015002971666619371 -0.00056586899635653479 -0.00017270331415324266 -0.00036285188533897707 -0.0049487195036484691 -0.00072982623644252597 -0.0030138517264276746 0.025567272612825039 0.0012152108042984026 -0.0022541404234856289 -0.0058121747352602587 -0.0015170232101126243 -0.00096586966194510664 0.0002763794292868328 -0.00027243428312600674 0.0030084724214157789 0.004693688576842779 0.016365626248686264 -0.0019013603600407287 0.039801277145743372 0.017348761129736278 0.015956464962677119 -0.00030829345050501942 0.01345911928099291 -0.0050660156492204943 -0.003328310583005257 0.0078739044090269193 0.0011254012668615251
leaf_weight=876983 10203 67573 15803 1527 218590 24816 303 9574 34 20 25897 744 686 2088 2047 57075 322 594 202 36 35 30 60 47 3770 87 61 314 243 5141
leaf_count=876983 10203 67573 15803 1527 218590 24816 303 9574 34 20 25897 744 686 2088 2047 57075 322 594 202 36 35 30 60 47 3770 87 61 314 243 5141
internal_value=2.2459e-06 0.000204245 0.00074606 0.00154905 -1.33756e-05 2.10657e-05 0.0002371 0.000373178 0.000749424 -0.000203615 0.00118931 -0.000241839 -0.000969808 -0.0025792 0.00105544 0.00013184 0.00403849 0.00543922 0.00907615 0.0136159 0.0171278 0.0270182 0.0102566 -4.4533e-05 0.000284076 0.0032538 0.00191867 0.000851067 0.00510934 0.000698149
internal_weight=1.3249e+06 95106 27533 11730 1.2298e+06 1.01121e+06 134226 109410 42761 13504 29257 13484 7599 2774 27944 66649 1313 991 397 195 161 66 95 4825 4522 752 665 618 304 5885
internal_count=1324905 95106 27533 11730 1229799 1011209 134226 109410 42761 13504 29257 13484 7599 2774 27944 66649 1313 991 397 195 161 66 95 4825 4522 752 665 618 304 5885
cat_boundaries=0 1 2
cat_threshold=4196 786
is_linear=0
shrinkage=0.05


Tree=201
num_leaves=31
num_cat=1
split_feature=66 12 60 112 72 18 60 92 136 66 67 81 0 13 132 92 53 83 90 21 57 38 100 13 116 54 88 36 93 19
split_gain=1.50929 4.2157 3.43121 2.70971 2.49261 3.30425 2.97774 2.21291 2.19017 2.27323 2.65275 3.61125 2.83048 2.16585 2.13544 3.37464 3.08098 3.80263 2.96815 2.76324 4.62663 2.14739 2.10511 2.09119 2.04393 2.04194 2.13797 2.03386 2.0286 2.44145
threshold=29.554999351501468 2.3349999189376835 0.70899581909179699 -0.23343648016452787 0.84054780006408703 10.405000209808351 0.27760526537895208 0.86857831478118908 0 52.254999160766609 40.239999771118171 267.13951110839849 258.50000000000006 2.2649999856948857 1017.7500000000001 0.90489697456359874 7.2550001144409189 330.29232788085943 -0.4966366291046142 5.1849999427795419 232.7856140136719 15.650000095367433 -0.9450525939464568 1.575000047683716 0.13052122294902804 1.235000014305115 0.50302013754844677 17.750000000000004 -0.049799980595707886 11.775000095367433
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 14 27 7 13 -2 23 -11 -12 -13 -7 -1 16 17 18 21 -19 -21 -16 -8 -10 -3 -25 -27 -6 29 -24
right_child=1 24 -4 -5 5 6 22 -9 9 10 11 12 -14 -15 15 -17 -18 19 -20 20 -22 -23 28 25 -26 26 -28 -29 -30 -31
leaf_value=1.3296255000734871e-05 -0.00054560836299433039 -0.00047202276350541384 -0.00025553393325810253 -0.00932226717920491 -0.00059137064152462056 -0.00045521258289228151 -0.005933266707689934 0.013133302735021482 0.017085089833151712 0.00087162650401234371 0.027814725034225447 0.002710659645163105 0.018025123739128256 0.010428026882254927 -0.002222765560475726 0.0088344312121355264 0.00013484064350579019 -0.0093253014528233077 -0.0060668394006342542 0.026323559929927194 0.002854661709903407 0.0051439386068243319 -0.00019182694175135279 -0.0040496916658126917 0.00019126349999256488 0.0020697602650220194 0.018055506101587699 -0.002765372116600359 -0.0001959508885785635 0.0011696180731700779
leaf_weight=1123679 791 13852 2819 54 31393 160 153 65 23 117 26 96 44 64 2027 86 2467 23 523 30 70 104 6525 137 71906 5220 21 1114 54668 6648
leaf_count=1123679 791 13852 2819 54 31393 160 153 65 23 117 26 96 44 64 2027 86 2467 23 523 30 70 104 6525 137 71906 5220 21 1114 54668 6648
internal_value=2.13221e-06 0.000194033 0.00120231 0.00183175 -1.27084e-05 -0.000250951 -5.34226e-05 0.00501116 0.00192478 0.00226553 0.00663778 0.0107019 0.00752378 0.00265428 8.5603e-06 -0.000989882 -0.001151 -0.0022933 -0.00269161 0.00630123 0.00989533 -0.00186325 -7.4949e-05 0.00204063 8.41267e-05 0.00197629 0.00213381 -0.000665873 -6.17369e-05 0.000495252
internal_weight=1.3249e+06 95106 9348 6529 1.2298e+06 100790 68283 289 6475 5684 283 166 140 224 1.12901e+06 5330 5244 2777 2654 123 100 2131 67994 5401 85758 5378 5241 32507 67841 13173
internal_count=1324905 95106 9348 6529 1229799 100790 68283 289 6475 5684 283 166 140 224 1129009 5330 5244 2777 2654 123 100 2131 67994 5401 85758 5378 5241 32507 67841 13173
cat_boundaries=0 1
cat_threshold=7204
is_linear=0
shrinkage=0.05


Tree=202
num_leaves=31
num_cat=3
split_feature=66 12 61 112 67 75 95 66 12 2 53 110 136 74 28 136 136 1 20 67 55 104 53 25 86 62 31 83 13 64
split_gain=1.36209 3.80446 3.35098 2.97187 2.81989 2.30737 3.29532 2.64234 4.06696 4.26028 4.06646 3.69973 3.45408 3.42642 3.40397 3.41969 3.3798 3.72618 3.29327 3.14549 3.66975 3.14318 3.11182 3.3719 3.05085 3.20552 2.81611 2.76292 3.46585 2.70865
threshold=29.554999351501468 2.3349999189376835 0.71262130141258251 -0.23343648016452787 95.305000305175795 0.76635619997978222 0.94765847921371471 5.0450000762939462 1.7050000429153445 346.50000000000006 5.1150000095367441 -0.82278710603713978 0 0.63000774383544933 1018.0499877929689 1 2 212.50000000000003 6.1749999523162851 7.6549999713897714 5.6649999618530282 -0.65310674905776966 4.1150000095367441 330.50000000000006 0.88647443056106578 0.44424109160900122 1016.0499877929689 333.49099731445318 1.935000002384186 1.325000047683716
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 7 -7 29 11 12 13 16 21 24 -13 18 17 26 -16 -17 -21 -10 -15 -24 25 27 -9 28 -11 -1
right_child=1 -3 -4 -5 -6 6 -8 8 9 10 -12 14 -14 22 15 19 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.039665408548302e-05 0.0018739522107629578 7.9920323315886861e-05 -0.0001628629956747396 -0.0093386487036911867 0.02022789374348663 -0.0001379085632583807 -0.0019148548039824931 0.004288433051426772 0.00049787059589782845 -0.0013356234992520427 0.00015441944041485355 0.00083206146319295994 -0.00045973960852163653 0.0016379975529896076 0.0038316611478197583 0.00014811801716905633 8.1492815757361643e-05 -0.0051755711062641411 0.00038395029059837846 -0.0033033615974748087 -0.00032062971448965099 -0.00031465870928703063 0.0050597891098732367 0.022380798286758364 0.026903203492984175 0.02110895574476351 0.011101639431160885 -0.0017504902114395542 0.014507515076900636 -0.00019461883120513014
leaf_weight=712326 6045 85758 3223 59 21 215949 2641 438 32527 53 2542 30412 32256 1638 836 5332 506 74 4039 1903 2251 18771 128 36 20 34 232 99 99 164657
leaf_count=712326 6045 85758 3223 59 21 215949 2641 438 32527 53 2542 30412 32256 1638 836 5332 506 74 4039 1903 2251 18771 128 36 20 34 232 99 99 164657
internal_value=2.02539e-06 0.000184328 0.00114216 0.00182887 0.00193749 -1.20729e-05 -0.000159378 1.97695e-05 0.000226365 2.75578e-05 0.00150072 0.000607379 -5.44101e-05 0.00312498 0.000532473 -0.000101958 0.00329038 0.0053991 0.000973192 -0.00065483 -0.00168706 0.00020051 0.00229545 0.00886196 0.00802599 0.00670127 0.00664763 0.00474963 0.00898326 -1.18509e-05
internal_weight=1.3249e+06 95106 9348 6125 6066 1.2298e+06 218590 1.01121e+06 134226 88203 4649 46023 83554 2107 44773 14361 1250 744 4875 9486 4154 51298 1802 164 305 285 670 251 152 876983
internal_count=1324905 95106 9348 6125 6066 1229799 218590 1011209 134226 88203 4649 46023 83554 2107 44773 14361 1250 744 4875 9486 4154 51298 1802 164 305 285 670 251 152 876983
cat_boundaries=0 1 2 3
cat_threshold=3970 2704 5953
is_linear=0
shrinkage=0.05


Tree=203
num_leaves=31
num_cat=0
split_feature=56 96 8 24 21 64 11 66 65 33 21 62 68 116 21 121 121 73 40 84 42 25 10 90 22 118 121 0 64 87
split_gain=1.35403 2.42843 2.78094 2.64551 2.47538 3.45589 3.16003 2.9859 2.36204 2.01772 2.01278 2.28568 2.18959 2.13861 2.53002 3.39189 3.25069 3.71188 2.68185 2.53708 2.4003 2.38892 2.36768 2.11564 2.46083 2.0959 3.59613 2.24343 2.18013 2.15447
threshold=339.60906982421881 -0.41407091915607447 17.94999980926514 345.50000000000006 7.1549999713897714 12.72499990463257 9.4499998092651385 26.795000076293949 13.954999923706056 12.150000095367433 6.6749999523162851 0.44642634689807897 249.34512329101565 0.96359375119209301 5.2449998855590829 -0.99353402853012074 -0.33379416167736048 0.3526220321655274 14.250000000000002 0.76105546951293956 11.449999809265138 305.50000000000006 10.949999809265138 -0.93960639834403981 5.2149999141693124 0.68832838535308849 -0.8703225553035735 307.50000000000006 0.55500000715255748 0.89092129468917858
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 10 3 4 5 -3 7 -7 -8 -4 13 12 -12 14 16 -16 19 21 20 -2 25 -18 -19 -15 -25 28 -27 -28 -17 -29
right_child=1 2 9 -5 -6 6 8 -9 -10 -11 11 -13 -14 23 15 18 17 22 -20 -21 -22 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=-1.3579399962627411e-06 0.0082280517593529591 0.0020334555559121592 0.0067450136662675787 -0.00090211154201652274 -0.00019042232544100109 0.011842227576149477 0.018716528032507215 0.035102874751795424 0.0041732262818529138 0.026278480631299318 0.012319980435339469 0.00086521020879215646 -0.0040976171793517657 0.0065020342202236252 0.018935949676509564 0.012555980370106065 0.0029674907680600883 -0.0030442085864981921 0.018722145231035742 -0.0055038976629195437 -0.0082233933296787451 0.025952688306390956 0.012311050569218013 0.0043375802627350721 -0.010706187255244267 0.023205425361679358 -0.00052819130200341252 0.0027990610212827172 -0.00032580192304373316 0.0085810962623717006
leaf_weight=1319343 37 248 39 422 228 37 35 22 138 20 21 539 617 36 29 34 20 132 23 370 61 26 31 36 111 22 359 692 967 210
leaf_count=1319343 37 248 39 422 228 37 35 22 138 20 21 539 617 36 29 34 20 132 23 370 61 26 31 36 111 22 359 692 967 210
internal_value=1.92398e-06 0.000780417 0.00278404 0.0022315 0.00409928 0.00613689 0.0105233 0.0205157 0.00711551 0.0133665 0.000235641 -0.001532 -0.00355723 0.000886614 0.00120537 0.00193987 -0.00165272 0.00341592 0.00173172 -0.00425554 0.00156508 0.0159591 -0.000123883 -0.00436153 -0.007022 0.0018265 0.00316436 0.00281472 0.000111741 0.00414521
internal_weight=1.3249e+06 5562 1189 1130 708 480 232 59 173 59 4373 1177 638 3196 3013 2397 616 209 2368 407 2345 46 163 183 147 2284 1283 1261 1001 902
internal_count=1324905 5562 1189 1130 708 480 232 59 173 59 4373 1177 638 3196 3013 2397 616 209 2368 407 2345 46 163 183 147 2284 1283 1261 1001 902
is_linear=0
shrinkage=0.05


Tree=204
num_leaves=31
num_cat=2
split_feature=93 136 79 12 23 31 107 61 78 103 12 55 125 67 136 96 73 20 125 29 88 16 62 114 79 81 76 75 7 133
split_gain=1.32381 8.28208 5.44247 5.83443 4.39764 3.93682 3.92762 3.80609 4.23131 3.64248 3.50505 3.27888 3.07879 4.17711 5.32351 4.40193 3.40574 3.07668 3.04433 6.55589 3.02125 3.01016 2.93233 2.91862 2.88018 2.83012 2.78291 2.6826 2.80601 2.67609
threshold=-0.95128270983695973 0 8.0349998474121112 2.1450001001358037 5.7249999046325692 1019.2500000000001 -0.84567651152610768 0.40489578247070318 33.245000839233406 0.69967862963676464 3.245000004768372 1.3450000286102297 0.53727915883064281 1.6749999523162844 1 -0.25979760289192194 0.29871323704719549 5.3949999809265146 0.99901017546653759 1019.1499938964845 -0.56290641427040089 14.039999961853029 0.23739276826381686 -0.25037047266960138 6.8849999904632577 267.13951110839849 6.5650000572204599 0.49344606697559362 3.8500000238418584 1021.7500000000001
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 7 5 -5 12 26 8 23 18 -6 24 13 15 20 -4 -17 -16 -1 -20 22 -13 -15 -3 25 27 -7 -9 -29 -19
right_child=-2 2 3 4 10 6 -8 11 -10 -11 -12 21 -14 14 17 16 -18 29 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0015664544826232175 1.3942242804499538e-05 -0.00153123653039795 0.0032413981547155645 -0.0033834165589216921 0.00011840296994277339 -0.0033526820187649597 -0.0050300928681053427 -0.0047425802024835401 0.021343177539252103 -0.004557756994113391 -0.0070314747303609178 -0.00071500321027233283 0.00045429709740774598 0.022569098268394119 -0.0042989001381866267 0.027587188985198737 0.0084225006492844989 0.00063300481938011362 -0.0016065856828535671 0.025489372500416003 0.002244873158799632 0.00044484048960236354 0.0056777613954627345 0.00015647622800208963 -0.0036032953315010539 0.0029437267739883186 0.0058450514775406776 0.0045989783469655111 -0.0052820079871735565 0.018516501030396849
leaf_weight=4972 1251383 10455 1452 1342 4630 145 539 264 21 1106 178 14119 10630 27 326 30 102 5409 69 33 1668 9265 531 3393 249 1995 190 262 99 21
leaf_count=4972 1251383 10455 1452 1342 4630 145 539 264 21 1106 178 14119 10630 27 326 30 102 5409 69 33 1668 9265 531 3393 249 1995 190 262 99 21
internal_value=1.82778e-06 -0.000204367 -4.34501e-05 0.000502266 -0.000852673 0.000897752 -0.00238764 -0.000413692 -0.00108371 -0.0019546 -0.000146297 -5.9734e-05 0.00103993 0.0016907 0.00122526 0.00403612 0.0127781 0.000418198 -0.00139104 0.00715975 0.00329549 -0.00025546 0.00649508 -0.00111772 0.00153555 0.00202393 0.00186394 -0.000912044 0.00188923 0.000702168
internal_weight=1.3249e+06 73522 67342 27220 6150 21070 874 40122 13869 6180 4808 26253 20196 9566 7982 1584 132 5756 5074 102 2226 23384 558 13848 2869 2620 335 625 361 5430
internal_count=1324905 73522 67342 27220 6150 21070 874 40122 13869 6180 4808 26253 20196 9566 7982 1584 132 5756 5074 102 2226 23384 558 13848 2869 2620 335 625 361 5430
cat_boundaries=0 1 2
cat_threshold=6288 1124
is_linear=0
shrinkage=0.05


Tree=205
num_leaves=31
num_cat=1
split_feature=90 120 98 32 136 104 67 11 106 96 28 118 34 21 1 67 93 31 61 75 20 99 37 71 62 83 127 114 91 16
split_gain=1.69179 3.23719 2.65985 2.62317 2.59834 2.42141 2.2697 2.9793 2.65209 2.41278 2.32304 2.23375 4.24946 2.41951 2.54747 4.9117 3.00361 5.07666 2.84396 3.52608 2.51363 2.46053 3.33082 2.58828 2.74278 4.61455 2.92477 2.39995 2.58283 3.04999
threshold=0.49878020584583288 0.11319890245795251 0.27177290618419653 10.250000000000002 0 -0.99672529101371754 0.54500001668930065 5.8500001430511483 -0.99166980385780323 -0.99829453229904164 1012.1499938964845 -0.98897820711135853 17.650000572204593 7.2550001144409189 352.50000000000006 0.59499999880790722 0.12734001129865649 1016.3500061035157 0.2804850041866303 0.63329881429672252 6.2149999141693124 -0.34136015176773066 9.3499999046325701 337.26788330078131 0.44863960146903997 325.91098022460943 -0.44618082046508784 -0.70088258385658253 -0.98836755752563465 11.775000095367433
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 7 10 -8 -10 -6 12 -7 14 21 -16 -17 20 -19 -20 -18 23 -23 24 27 26 -26 28 -13 -30
right_child=1 2 -4 -5 5 11 8 -9 9 -11 -12 13 -14 -15 15 16 17 18 19 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-3.6612413659033096e-06 -0.0019509539018878535 -0.0081618102813036716 -0.011221403329788398 -0.0015066765948375015 0.01123804927578774 0.0011559793215565153 -0.0086291327777558869 0.018468269168321665 0.015990673226551736 -0.0024974318669022371 -0.005200734056556227 -0.0035088038730568122 0.0188919829918032 -0.0029145303942452842 0.022333898411468708 -0.0026916304158408253 -0.011789379882461884 0.028276419417271693 0.024243438259290997 -0.0039233361035585406 0.0071680462608734773 0.017176583074033261 -0.003611699943029509 0.012231391841972557 0.021684295518789441 0.029272559597156945 0.0012435421683559462 -0.00082890359661345599 0.0024924251081731097 -0.0033658138237848516
leaf_weight=1314998 1768 163 84 1616 29 120 221 24 20 150 83 245 47 540 36 134 34 31 20 25 36 20 527 48 20 20 140 2313 2134 248
leaf_count=1314998 1768 163 84 1616 29 120 221 24 20 150 83 245 47 540 36 134 34 31 20 25 36 20 527 48 20 20 140 2313 2134 248
internal_value=-8.80239e-06 -0.000629268 -0.00252698 -0.00211645 -0.000237877 0.00018145 -0.00308227 0.00248148 -0.00501749 -0.000322361 -0.000944263 0.000436986 0.00614755 0.000291853 0.000578945 0.00494907 0.00271388 0.0076751 0.0166231 0.00859523 -0.00203985 0.000337307 -0.00285162 0.000674834 0.000566491 0.00662907 0.00379864 0.000345588 0.00137969 0.0018825
internal_weight=1.32589e+06 10896 1863 1779 9033 7265 527 136 391 170 112 6738 167 6571 6031 316 280 146 76 45 70 5715 547 5168 5120 180 160 4940 2627 2382
internal_count=1325894 10896 1863 1779 9033 7265 527 136 391 170 112 6738 167 6571 6031 316 280 146 76 45 70 5715 547 5168 5120 180 160 4940 2627 2382
cat_boundaries=0 1
cat_threshold=5121
is_linear=0
shrinkage=0.05


Tree=206
num_leaves=31
num_cat=2
split_feature=90 120 98 32 136 90 62 136 9 57 91 90 60 22 107 75 12 3 76 72 66 63 54 104 29 64 1 32 12 69
split_gain=1.5273 2.92127 2.40052 2.36741 2.34627 2.21824 7.36354 3.25907 3.02574 2.72944 2.51918 2.34541 2.49396 2.3122 2.48896 2.43464 3.14315 3.14078 4.0074 2.62253 2.61063 2.3738 2.35004 2.18913 2.55015 2.24564 3.50663 3.27982 2.5267 4.63008
threshold=0.49878020584583288 0.11319890245795251 0.27177290618419653 10.250000000000002 0 0.23418917506933215 0.30821245908737188 1 10.250000000000002 192.86135864257815 -0.99875876307487477 0.41219356656074529 0.43973810970783239 8.3649997711181658 -0.221710130572319 0.3876174688339234 1.2849999666213991 347.50000000000006 23.345000267028812 0.54785746335983287 1.8650000095367434 0.17275641113519671 1.075000047683716 -0.99326291680335987 1012.5499877929689 0.67500001192092907 352.50000000000006 17.94999980926514 0.56499999761581432 252.36200714111331
decision_type=2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 -1 8 11 10 -10 -7 -8 -13 14 15 19 21 -18 22 20 -12 -17 -19 24 -6 26 27 28 29 -25
right_child=1 2 -4 -5 23 6 7 -9 9 -11 13 12 -14 -15 -16 16 17 18 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-9.3572709243433492e-06 -0.0018539548273368808 -0.0077537197426841399 -0.010660333120419335 -0.0014313427831511225 0.0020626356183375059 -0.010214552589293038 0.00050069579979428018 0.0022040777859712981 -0.0084467269900875795 -0.0019494300490757938 0.0036525241548762376 -0.0081673468440603952 0.0021927001241724507 -0.011902290617865397 -0.0062863781431699364 0.011042862785279795 0.00070888188554806431 -0.009050380149046364 0.026995303496145286 -0.0074769248983458346 0.016333214087290285 -0.0027967021388606364 0.011410219083740635 0.019544915014759023 -0.0043518474099741881 0.0001163593108250535 0.017183093570468082 0.015424500596286221 0.000365480729741882 -0.0067511171926386091
leaf_weight=1304308 1768 163 84 1616 222 63 973 5620 225 574 345 179 86 41 147 32 1252 23 26 46 46 976 36 47 513 5726 41 44 646 26
leaf_count=1304308 1768 163 84 1616 222 63 973 5620 225 574 345 179 86 41 147 32 1252 23 26 46 46 976 36 47 513 5726 41 44 646 26
internal_value=-8.363e-06 -0.000597894 -0.00240063 -0.00201063 -0.000226091 -3.47818e-06 0.000713841 0.00169477 -0.0010417 -0.00377908 -0.000320574 -0.000629973 -0.00480522 -0.000110702 5.43564e-05 0.000389399 -0.000249127 0.00134032 0.010641 0.00381581 0.00514437 -0.00235735 0.00343405 0.000172378 -0.00241441 0.000463804 0.00293827 0.00217282 0.00136187 0.0101792
internal_weight=1.32589e+06 10896 1863 1779 9033 1.315e+06 10690 6858 3832 799 3033 1238 265 2970 2929 2782 2345 1337 85 437 391 1008 59 7265 735 6530 804 763 719 73
internal_count=1325894 10896 1863 1779 9033 1314998 10690 6858 3832 799 3033 1238 265 2970 2929 2782 2345 1337 85 437 391 1008 59 7265 735 6530 804 763 719 73
cat_boundaries=0 1 2
cat_threshold=5121 7232
is_linear=0
shrinkage=0.05


Tree=207
num_leaves=31
num_cat=1
split_feature=89 123 41 17 99 120 53 22 93 136 61 60 60 62 82 56 27 15 84 31 105 92 91 93 115 90 114 119 88 13
split_gain=1.48014 4.3067 3.44755 4.0062 3.04621 2.6707 4.62353 3.59455 3.13328 4.30444 3.62793 4.76923 2.69277 2.44428 2.33604 2.0922 2.07971 4.15957 2.00378 2.32908 1.99726 1.97587 2.06841 3.25294 1.95653 2.6087 2.19244 2.27359 2.05735 3.46976
threshold=0.9348704218864442 0.70088258385658275 10.650000095367433 4.6550002098083505 -0.21096651256084439 -0.88697704672813404 1.6250000000000002 6.2049999237060556 -0.25670444965362543 0 0.24670040607452395 0.30087912082672125 0.21333902329206469 0.38536456227302557 306.60563659667974 163.99015808105472 300.50000000000006 1.5850000381469729 0.89808821678161632 1011.4500122070314 -0.97919097542762745 0.79840555787086498 -0.88461226224899281 0.036686709150671966 -0.89490029215812672 -0.094521865248680101 -0.80382624268531788 0.59480014443397533 -0.83684012293815602 2.6950000524520878
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 13 9 10 11 -7 16 20 -12 -3 -10 -18 24 -20 -5 22 23 -4 -14 28 27 -27 -26 -30
right_child=1 15 21 4 -6 8 -8 -9 12 -11 14 -13 18 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-5.6270875582218141e-06 0.017186485132312076 -0.01607487412341135 -0.0097671780396591541 -0.0063205534261406258 -0.0087646412505941063 0.03593353491138529 -0.0082892371652026967 0.025049739703536036 -0.003983047228068747 -0.0013107542307140994 0.012366033837493814 0.0062150091760688362 -0.0054769505953349146 0.020781791223668158 -0.0034126084546248119 -0.005005522983984146 0.023773356307356153 0.0024051960706165578 0.0073780804779380567 -0.011297718200166675 0.0095911807579374536 0.0050352899719176723 -0.0096680974377423221 0.013403406717614936 -0.0024141849650464245 -0.0048296980495596761 -0.0076285896817488335 0.016772727348974774 0.0049951280873238397 -0.0098635920069434432
leaf_weight=1323347 34 57 33 38 97 27 42 33 47 177 49 27 236 22 45 170 32 79 20 101 41 38 197 28 241 29 175 21 367 44
leaf_count=1323347 34 57 33 38 97 27 42 33 47 177 49 27 236 22 45 170 32 79 20 101 41 38 197 28 241 29 175 21 367 44
internal_value=-7.94472e-06 -0.00121212 -0.000568992 0.000168099 -0.000122667 0.00032016 0.00618608 0.0107231 -0.000281123 0.00413929 0.0100657 0.0210743 -0.00131319 0.00604215 0.00481243 -0.00778505 0.00483262 0.00856539 -0.00210009 -0.00821081 0.00193744 -0.00560911 -0.00717689 0.0008685 -0.00143576 -0.00034828 -0.00499039 0.00424332 0.00125367 0.00340441
internal_weight=1.32589e+06 2547 2320 2024 1990 1893 176 134 1717 325 148 54 1392 101 94 227 158 111 1234 121 79 296 258 61 1113 877 225 50 652 411
internal_count=1325894 2547 2320 2024 1990 1893 176 134 1717 325 148 54 1392 101 94 227 158 111 1234 121 79 296 258 61 1113 877 225 50 652 411
cat_boundaries=0 1
cat_threshold=3139
is_linear=0
shrinkage=0.05


Tree=208
num_leaves=31
num_cat=0
split_feature=35 80 34 57 96 88 41 35 10 61 88 28 121 126 55 52 92 53 63 109 37 30 36 89 12 53 10 57 16 35
split_gain=1.41147 5.72244 4.17077 4.5136 3.35518 3.28608 3.33362 4.16932 3.12094 3.04677 4.01463 3.45111 3.63527 4.57735 3.491 5.38102 3.01578 2.84992 2.80298 3.14728 2.7007 2.63106 2.55094 3.14425 3.07576 2.48449 3.07214 3.13065 2.46724 3.27184
threshold=11.650000095367433 304.80804443359381 4.7500000000000009 207.14228820800784 -0.90551951527595509 1.0000000180025095e-35 11.050000190734865 11.550000190734865 4.6499998569488534 0.36845856904983526 0.92272827029228222 1015.7500000000001 -0.60873827338218678 0.71322327852249157 2.554999947547913 1.2150000333786013 -0.91995859146118153 0.14500000327825549 0.379414051771164 0.95118892192840587 6.6499998569488534 1016.4500122070314 13.150000095367433 0.4391429871320725 1.4450000524520876 4.305000066757203 7.8500001430511483 264.18202209472662 11.120000362396242 10.250000000000002
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 -1 9 4 18 6 17 8 -8 10 11 22 13 -13 15 -15 -14 -5 19 -4 -19 -16 23 -3 -24 26 27 -10 29 -22
right_child=-2 2 3 5 -6 -7 7 -9 25 -11 -12 12 16 14 21 -17 -18 20 -20 -21 28 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.3500840976096843e-07 2.7990516947567928e-05 0.0016047356829738185 -0.0062444393458407025 0.0025283856640227406 -0.0010811353802793614 -0.00250025548296477 -0.0035913314670324328 0.022306617552925262 0.029638970633893605 0.00011623849333671925 -0.016229859698149895 0.003879396810909987 0.010119884449358204 0.0062641028314828874 0.026294427951797844 0.038640799192768159 0.00058764608278846211 0.010743050883455132 -0.0016103176272314651 0.0019302810676809813 -0.0014683483870801335 0.005912331427986685 0.006862538419010346 0.01762195700533031 -0.0062964007444911421 -0.0021786614100995434 -0.00038743677948202407 0.0084697070042602709 -0.00011622709304018445 -0.00035643575933468763
leaf_weight=353588 899177 310 921 824 6459 1858 108 31 31 3357 27 169 106 21 20 33 382 54 1122 135 10626 76 57 34 201 46 35 40 28515 17531
leaf_count=353588 899177 310 921 824 6459 1858 108 31 31 3357 27 169 106 21 20 33 382 54 1122 135 10626 76 57 34 201 46 35 40 28515 17531
internal_value=-7.54798e-06 -8.24346e-05 -0.000485054 -0.000585057 -0.00165339 -0.000430494 -0.000364008 0.00497409 0.00290751 0.000940733 0.00286819 0.00323416 0.00537141 0.00952206 0.0158795 0.0260499 0.00265817 -0.000391 -0.00335047 -0.00519938 -0.000433407 0.0101586 0.000369108 0.00318783 -0.00338919 0.00752512 0.0117362 0.0177126 -0.000444056 -0.000776054
internal_weight=1.32589e+06 426717 73129 68336 8637 59699 57841 291 260 4793 1436 1409 807 319 150 54 488 57550 2178 1056 56726 96 602 344 258 152 106 71 56672 28157
internal_count=1325894 426717 73129 68336 8637 59699 57841 291 260 4793 1436 1409 807 319 150 54 488 57550 2178 1056 56726 96 602 344 258 152 106 71 56672 28157
is_linear=0
shrinkage=0.05


Tree=209
num_leaves=31
num_cat=1
split_feature=90 21 0 31 121 2 3 7 53 92 80 116 79 127 127 35 77 72 80 60 21 52 53 99 136 25 85 99 80 26
split_gain=1.3505 2.8194 2.36879 4.17086 3.20179 2.82062 3.06722 3.00546 2.61815 3.08513 5.76587 3.14201 3.82589 3.00311 4.60108 3.98819 3.93209 2.99303 2.98127 2.67127 2.5395 2.39708 2.31553 2.09495 2.06646 4.11098 6.52376 3.56348 2.86636 4.19381
threshold=0.49878020584583288 7.2550001144409189 220.50000000000003 1018.5499877929689 -0.11319890245795249 327.50000000000006 330.50000000000006 4.0499999523162851 0.14500000327825549 -0.8680640161037444 311.17997741699224 0.77159520983695995 25.554999351501468 0.99140709638595592 0.97988739609718334 12.250000000000002 21.545000076293949 0.5749182701110841 341.96903991699224 0.29100801050663 5.1849999427795419 3.1950000524520878 3.6149998903274541 -0.99131980538368214 0 334.50000000000006 0.85880917310714733 -0.7727563977241515 255.40812683105472 195.50000000000003
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 1 2 2 2 2 2
left_child=-1 2 3 21 -4 -5 7 -7 17 10 19 20 13 14 15 -13 -15 -6 -14 -10 -11 24 -23 -24 25 27 -27 28 29 -2
right_child=1 -3 4 5 8 6 -8 -9 9 11 -12 12 18 16 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.5771794866507487e-06 -0.0041884718204124108 -0.0030335798217526132 -0.00013580561448266656 -0.0076180285991082272 0.028579773203957649 -0.0020480265153483266 -0.0072626000802431786 0.02411441230012671 -0.013293751203455032 -0.015300332693579166 0.026629811543971302 0.021067295766302521 -0.012446174897412038 -0.0082404066575691107 0.033088923036120835 -0.0011270565921828771 0.01849768187850714 0.0055509693075924422 0.0092131832304100207 0.0071362914105384343 -0.0012112740629397583 -0.008121304501721471 0.014612314216792583 -0.0021974934507971227 -0.001117886264531858 0.028995736598236756 0.0017484704995433154 -0.0037391548843502447 0.001015797193394974 0.016172858175397029
leaf_weight=1314998 36 1043 6021 383 21 21 42 23 20 38 35 35 47 44 24 48 20 43 24 80 202 193 20 253 1427 35 59 270 304 85
leaf_count=1314998 36 1043 6021 383 21 21 42 23 20 38 35 35 47 44 24 48 20 43 24 80 202 193 20 253 1427 35 59 270 304 85
internal_value=-7.17058e-06 -0.000561531 -0.00029985 -0.0014305 0.000231733 -0.00578062 0.00240225 0.0116278 0.00348129 0.00248281 0.00916349 0.000611665 0.00463187 0.00868285 0.0138074 0.00823201 0.000115246 0.0131073 -0.0051247 0.00305028 -0.00344204 -0.000669793 -0.00392947 -0.000966006 1.56798e-05 0.002054 0.0118937 0.000752717 0.00360638 0.0101149
internal_weight=1.32589e+06 10896 9853 3151 6702 469 86 44 681 617 135 482 242 171 107 83 64 64 71 100 240 2682 466 273 2216 789 94 695 425 121
internal_count=1325894 10896 9853 3151 6702 469 86 44 681 617 135 482 242 171 107 83 64 64 71 100 240 2682 466 273 2216 789 94 695 425 121
cat_boundaries=0 1
cat_threshold=448
is_linear=0
shrinkage=0.05


Tree=210
num_leaves=31
num_cat=2
split_feature=93 136 19 20 92 136 12 67 27 61 35 30 35 115 88 56 133 114 121 56 13 103 67 15 24 121 97 117 39 63
split_gain=1.96771 6.81292 5.70266 6.10154 4.40642 4.79353 4.01035 3.45544 3.37316 3.28654 3.69798 3.63098 4.43533 3.95558 3.51974 3.34463 3.1155 2.98043 3.63583 2.9291 3.1221 2.83796 4.92881 3.29709 2.8074 2.72112 2.7194 2.67003 4.15173 2.77193
threshold=-0.95779705047607411 0 9.5450000762939471 6.3550000190734872 -0.93590453267097462 1 3.1250000000000004 0.59499999880790722 169.50000000000003 0.4090943187475205 11.150000095367433 1016.2500000000001 9.7500000000000018 -0.85260769724845875 0.12611643224954608 237.34967041015628 1018.8500061035157 0.18222858756780627 -0.97233289480209339 276.90206909179693 0.66500002145767223 0.73578074574470531 0.15500000119209292 2.5749999284744267 300.50000000000006 -0.95368063449859608 -0.0881364271044731 0.9238443672657014 12.449999809265138 0.33278784155845648
decision_type=2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 6 4 5 -4 9 -7 -6 11 -11 27 13 -13 15 -12 19 -10 -19 20 -5 22 -1 -24 -9 -14 -20 29 -29 -3
right_child=-2 2 3 16 8 7 -8 24 17 10 14 12 25 -15 -16 -17 -18 18 26 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.011014784748616738 1.3708102043402421e-05 0.0012415870918411522 -0.00081683851123170179 -0.0042196012014684998 0.0030034217810855942 0.0013092306151415319 -0.0058376378825015993 -0.0033076863991001043 -0.0010881803843923619 -0.0014158699856748707 0.00080357097970918051 0.019927010522821014 0.0036812793855523331 0.0021351617569649582 0.0037160325722255805 0.0044879751823457539 -0.011469994542204728 0.015633521155983793 0.00301468720173298 -0.0048885569666983451 0.00018518402307335263 -0.0046025479606763677 -0.0018886105000764731 0.0056917170245150061 -0.0072379663519690487 -0.0025350440445030941 -0.0090910529573656664 0.0286840810906142 0.0036197181747334786 -0.00044484717498326199
leaf_weight=78 1257307 4438 3302 410 642 346 251 2837 6139 1339 9641 39 189 157 1394 658 59 51 372 298 21387 838 4664 148 541 2568 53 20 95 5403
leaf_count=78 1257307 4438 3302 410 642 346 251 2837 6139 1339 9641 39 189 157 1394 658 59 51 372 298 21387 838 4664 148 541 2568 53 20 95 5403
internal_value=-4.95689e-07 -0.000261749 -0.00011061 -0.000515142 -0.00132096 -0.0022135 0.000452112 -0.00344045 -0.000456827 0.00051297 0.0010731 -5.24943e-05 -0.00159223 0.00567538 0.00135812 0.00103897 4.37729e-06 -0.000792652 0.0030188 3.50172e-05 0.00010233 -0.00191075 -0.00145336 -0.00165547 -0.00393714 -0.0021089 0.00150503 0.000404199 0.00797874 0.000315685
internal_weight=1.32566e+06 68357 62629 36437 14283 7026 26192 3724 7257 25941 13032 12909 2953 196 11693 10299 22154 6615 476 22095 21797 5728 4890 4812 3378 2757 425 9956 115 9841
internal_count=1325664 68357 62629 36437 14283 7026 26192 3724 7257 25941 13032 12909 2953 196 11693 10299 22154 6615 476 22095 21797 5728 4890 4812 3378 2757 425 9956 115 9841
cat_boundaries=0 1 2
cat_threshold=6288 582
is_linear=0
shrinkage=0.05


Tree=211
num_leaves=31
num_cat=3
split_feature=93 136 108 61 3 136 69 67 56 63 53 0 136 14 53 6 52 29 79 79 126 118 29 116 74 63 103 84 105 67
split_gain=1.77594 6.14861 4.01849 3.78124 3.44923 3.97518 4.58463 4.60107 3.7262 3.42891 3.97457 4.50787 3.8428 3.68314 3.40601 3.19644 3.15901 4.67534 3.07771 3.07669 3.0762 3.00897 2.98977 3.01851 3.45705 3.32434 2.98678 2.91121 3.00089 2.88775
threshold=-0.95779705047607411 0 0.043110800907015807 0.31494139134883886 232.50000000000003 1 269.58348083496099 1.5549999475479128 215.85308074951175 0.34908396005630499 2.8850001096725468 302.50000000000006 2 1.185000002384186 1.2549999952316286 5.0499999523162851 1.1250000000000002 1014.8500061035157 5.2449998855590829 1.2450000047683718 0.44618082046508795 0.0087262028828263612 1012.2500000000001 -0.0087262028828264185 0.53955703973770153 0.22519304603338244 0.04956417344510556 0.69119849801063549 -0.70034572482109059 37.784999847412116
decision_type=2 1 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 29 5 20 7 18 14 10 11 22 13 -11 -6 -14 17 -8 -7 -15 -3 -22 -5 -24 25 -25 -27 -9 -29 -4
right_child=-2 2 3 9 8 6 16 27 -10 12 -12 -13 15 19 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.0018152131171817007 1.3022696953829525e-05 0.0012395852775053515 -0.00084731269527916651 -0.0015341995120011663 -0.0059943980891905106 -0.0015849642701455037 -0.0038277699279465846 -0.00052125773399240127 0.00062363979468500481 -0.0023528553752995714 0.0021199197316166232 -0.0013771599150212315 0.00094183608008037076 -0.010459928783549838 -0.0019948103963542962 -0.00032441772118267263 0.00031983867787051782 0.022951747723019278 0.01267265765719227 -0.00016023819369685377 -0.0043387678010235273 0.0069408529972219291 -0.0013015432138472978 0.018538227936463252 0.0021605203419607063 0.0015396446815672486 0.010959954385548429 -0.0095339285411486299 -0.0037273257453997416 -0.010457157857621774
leaf_weight=5728 1257307 3663 7484 499 631 87 28 334 1134 2520 4781 2479 12937 73 3403 8107 607 39 67 10721 453 68 328 62 766 180 158 361 580 79
leaf_count=5728 1257307 3663 7484 499 631 87 28 334 1134 2520 4781 2479 12937 73 3403 8107 607 39 67 10721 453 68 328 62 766 180 158 361 580 79
internal_value=-4.71213e-07 -0.000248668 -0.000105086 8.43869e-05 -0.00095163 -0.000164995 -0.001933 -0.0035455 -0.00190859 0.00026337 0.00111769 4.62179e-05 3.32905e-05 -0.000631243 -0.00262043 0.000453808 0.0014571 0.0117603 0.00461803 -0.000229895 0.000726542 -0.00286657 0.00181669 0.0029359 0.00412791 0.00789545 0.00594322 -0.00453153 -0.00595494 -0.000947693
internal_weight=1.32566e+06 68357 62629 51174 11455 6287 2103 1429 5168 43611 9253 4472 34358 13314 4034 21044 674 67 154 10794 4184 521 1993 1494 1166 400 338 1275 941 7563
internal_count=1325664 68357 62629 51174 11455 6287 2103 1429 5168 43611 9253 4472 34358 13314 4034 21044 674 67 154 10794 4184 521 1993 1494 1166 400 338 1275 941 7563
cat_boundaries=0 1 2 3
cat_threshold=6288 100 1281
is_linear=0
shrinkage=0.05


Tree=212
num_leaves=31
num_cat=0
split_feature=93 61 19 53 123 121 74 115 23 16 22 10 5 63 91 13 10 70 0 76 61 112 63 73 64 21 114 35 105 111
split_gain=1.60295 5.45322 3.60862 3.56544 4.7703 3.68802 3.43601 3.31558 3.25766 3.01391 3.94847 3.11864 2.9983 2.99146 3.2335 2.975 3.06073 3.05322 3.04194 3.04508 2.94396 2.80936 3.71001 3.02394 2.76821 4.57249 2.75862 3.42689 3.68597 2.74255
threshold=-0.95779705047607411 0.47189699113368994 9.5450000762939471 2.7150000333786015 -0.44618082046508784 -0.5663846731185912 0.68994542956352245 -0.095842104405164705 9.8150000572204608 7.4149999618530282 4.9449999332427987 1.1500000357627871 12.050000190734865 0.35545112192630773 0.31278698146343237 1.3049999475479128 13.050000190734865 313.15653991699224 325.50000000000006 27.634999275207523 0.42310951650142675 -0.99901017546653736 0.33500973880290991 0.46317614614963537 1.5649999976158144 5.8750000000000009 0.43049471080303198 17.050000190734867 -0.99842196702957142 0.89158156514167797
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 2 6 4 -4 7 9 -5 12 10 11 -1 13 -3 -15 29 17 -17 24 -20 -6 22 23 -12 25 -19 27 -23 -29 -11
right_child=-2 8 3 5 20 -7 -8 -9 -10 15 21 -13 -14 14 -16 16 -18 18 19 -21 -22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.012465236656224499 1.2371562053241367e-05 0.0019696555239709121 -0.0028686723067218212 -0.00027977214449615063 4.0433343452307309e-05 -0.0013908597435843442 -0.0011167370539944294 0.0025383579105019783 -0.0039874282915548596 4.103435649156244e-05 0.022152757312038116 0.0011936624282168418 -0.0081770573754100986 0.00014103552381421146 0.0038856531733780148 0.0014900496847945301 -0.0025961580167228869 0.025519226936801795 -0.0039096225049191462 0.017163444459438324 -0.0036649062750741162 -0.0014143681304364961 -0.0022430536566881111 -9.5612850661079085e-05 0.0057959935033401848 -0.002544312338743891 0.013586105632692061 0.0051216273105065165 -0.0091883697974737052 -0.0074444885557842641
leaf_weight=65 1257307 2764 4918 4127 3383 5564 6320 1397 434 4239 42 1098 102 23494 591 4359 404 47 120 20 637 3296 74 24 338 21 29 54 270 126
leaf_count=65 1257307 2764 4918 4127 3383 5564 6320 1397 434 4239 42 1098 102 23494 591 4359 404 47 120 20 637 3296 74 24 338 21 29 54 270 126
internal_value=-4.48337e-07 -0.000236248 -0.000601353 -0.00108125 -0.00182433 -0.000482258 -0.000142531 0.000432923 0.000310003 0.00027843 -0.000724765 0.00182363 0.000379206 0.000411711 0.000232921 0.000791953 0.00158701 0.00193155 0.00545629 -0.000899184 -0.000546706 -0.00150697 0.00544382 0.0140624 0.00764783 0.0168525 -0.00177365 -0.0018967 -0.00680337 -0.000175043
internal_weight=1.32566e+06 68357 40972 20026 8938 11088 20946 5524 27385 14626 4952 1163 26951 26849 24085 9674 5309 4905 546 140 4020 3789 140 66 406 68 3649 3620 324 4365
internal_count=1325664 68357 40972 20026 8938 11088 20946 5524 27385 14626 4952 1163 26951 26849 24085 9674 5309 4905 546 140 4020 3789 140 66 406 68 3649 3620 324 4365
is_linear=0
shrinkage=0.05


Tree=213
num_leaves=31
num_cat=1
split_feature=23 53 35 136 38 109 39 7 86 89 121 33 10 106 35 105 76 20 0 73 12 108 29 74 116 33 69 111 9 61
split_gain=1.47993 4.60888 6.2165 5.46267 5.40503 5.38653 5.76508 5.22457 4.90805 4.23978 5.1053 4.23788 3.93362 5.61822 3.82405 4.74168 5.8915 4.04913 3.66294 3.8053 3.64944 3.52394 3.53116 4.32531 3.43273 3.93762 3.46207 3.3325 3.36723 3.28143
threshold=5.2850000858306894 0.22500000149011615 18.050000190734867 0 17.650000572204593 0.059664566069841392 12.050000190734865 1.0000000180025095e-35 0.75988113880157482 -0.65244191884994496 1.0000000180025095e-35 19.550000190734867 11.750000000000002 0.70165756344795238 15.949999809265138 -0.98696041107177723 7.6150000095367441 5.2950000762939462 246.50000000000003 0.34437644481658941 1.9650000333786013 -0.93657124042510975 1011.5499877929689 0.54324838519096386 0.93663650751113903 12.449999809265138 286.82281494140631 0.24094463884830478 3.0499999523162846 0.28919710218906408
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 9 20 6 -1 -4 -6 -3 -11 -9 13 18 15 16 17 -10 27 -20 21 22 23 -5 -22 26 -26 28 -8 -23
right_child=-2 2 7 4 8 -7 12 11 14 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 24 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0076545943742977428 1.8672727262208385e-05 -0.0010393336542936598 0.012014706386253238 0.017470695762525926 -0.0027783788938858123 -4.2717149457219419e-05 0.0040792257134632422 -0.0040535047955113706 0.0026856787129598738 -0.0028492030389240548 -0.011469343984171973 -0.00012839818957471598 -0.0070379904627770884 0.015065632000141131 0.00179499113522728 0.0012224528873756536 0.028704478451982141 0.015669423640436293 0.0076128236421729853 0.0022211004361442003 -0.001483411171116658 0.00089557465281280566 0.0019393843428327435 -0.006286425843834877 0.025471447646402967 -0.001229983729177651 0.0058164546149423527 -0.0072364553410766853 -4.1678201475302963e-05 -0.00039005516778917176
leaf_weight=171 1172433 6431 60 82 468 91357 621 2289 146 1255 199 983 128 79 1947 226 40 102 369 2892 7831 6142 516 25 26 229 162 135 2457 25863
leaf_count=171 1172433 6431 60 82 468 91357 621 2289 146 1255 199 983 128 79 1947 226 40 102 369 2892 7831 6142 516 25 26 229 162 135 2457 25863
internal_value=-4.2592e-07 -0.000146557 -0.000512912 -0.000377977 -0.000159661 5.86943e-05 0.0014108 -0.00260618 0.00191513 -0.00158861 -0.00402899 -0.00287429 0.00164283 0.00181239 0.00280768 0.00664366 0.0108978 0.00802577 0.00165067 0.0028312 -0.000308371 -7.08354e-05 0.00365355 0.01192 -0.00124803 0.00317232 0.0085347 0.000452497 0.000789732 -0.000143333
internal_weight=1.32566e+06 153231 55022 51690 43805 98209 6852 3332 2929 7885 1454 3272 6681 6553 2461 514 288 248 6474 3261 40876 32628 623 107 8248 417 188 3213 3078 32005
internal_count=1325664 153231 55022 51690 43805 98209 6852 3332 2929 7885 1454 3272 6681 6553 2461 514 288 248 6474 3261 40876 32628 623 107 8248 417 188 3213 3078 32005
cat_boundaries=0 1
cat_threshold=3072
is_linear=0
shrinkage=0.05


Tree=214
num_leaves=31
num_cat=2
split_feature=93 136 19 20 92 136 77 27 38 123 75 133 53 87 30 58 123 67 123 38 74 53 98 98 108 82 7 31 132 99
split_gain=1.43273 5.45069 4.77152 5.1496 4.02189 4.29049 3.6041 2.96748 2.92451 2.79096 4.86664 2.77079 2.69246 3.73557 3.39003 2.65743 2.63941 2.59467 4.64677 3.36478 2.92058 2.69307 2.77524 2.85695 2.56219 3.01769 2.55587 2.7411 2.58876 2.54317
threshold=-0.95779705047607411 0 9.5450000762939471 6.3550000190734872 -0.93590453267097462 1 35.454999923706062 169.50000000000003 13.250000000000002 0.98321744799613964 0.46405979990959173 1018.8500061035157 4.9749999046325692 0.70095118880271923 1016.2500000000001 276.84790039062506 -0.99535831809043873 1.8450000286102297 -0.58068084716796864 9.8499999046325701 0.41432042419910436 0.65500000119209301 -0.30137097835540766 -0.76874521374702443 0.024754723533988002 178.87165069580081 12.150000095367433 1010.3500061035157 1016.5499877929689 -0.98198574781417836
decision_type=2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 6 4 5 -4 12 -6 -8 -9 -11 15 14 -14 17 -5 -1 18 19 -3 21 22 23 -20 25 -7 28 -28 29 -19
right_child=-2 2 3 11 7 24 8 9 -10 10 -12 -13 13 -15 -16 -17 -18 26 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0054553669016246531 1.171547141952722e-05 -0.016631918620162955 -0.0052197979265499331 0.00012130006069085297 0.00287260020387829 0.0061104200600225131 -0.00095591595120238086 -0.00078778927550866786 -0.008376683283219763 0.024814006905191869 -0.0032613012212977716 -0.010801898060224446 0.0088028103725851653 0.001347199310879385 -0.00092735286760662347 -0.0040534645385293718 -0.0018622212736449052 -0.0015822848799228705 -0.0057369178626686338 0.00021189993322323267 0.0018467302705708927 0.0063671563114278172 -0.019048948846757272 0.013932328520944188 -0.00090018014081142306 -0.0035946340588699482 0.0054842715680196476 -0.010212699993280694 -0.0071540196143516747 0.00064827112397516007
leaf_weight=126 1257307 30 921 21707 642 84 403 6553 198 29 33 59 175 4205 4543 388 5602 1472 48 2537 1805 771 20 30 4297 1724 37 112 116 9690
leaf_count=126 1257307 30 921 21707 642 84 403 6553 198 29 33 59 175 4205 4543 388 5602 1472 48 2537 1805 771 20 30 4297 1724 37 112 116 9690
internal_value=-4.04624e-07 -0.000223333 -8.81488e-05 -0.000458182 -0.00119847 -0.00205118 0.000426589 -0.000372908 -0.00340069 -0.000687891 0.0098707 1.90938e-05 0.000516472 0.00164508 0.000283417 4.7989e-05 -0.00169829 0.000613423 0.00153457 1.50497e-05 0.00299329 0.00537479 -0.00243246 0.00182818 -0.00156205 -0.00314374 0.000190938 -0.00631479 0.000276889 0.000354114
internal_weight=1.32566e+06 68357 62629 36437 14283 7026 26192 7257 601 6615 62 22154 25591 4380 21211 22095 5728 16668 5241 2567 2674 869 98 78 6105 1808 11427 149 11278 11162
internal_count=1325664 68357 62629 36437 14283 7026 26192 7257 601 6615 62 22154 25591 4380 21211 22095 5728 16668 5241 2567 2674 869 98 78 6105 1808 11427 149 11278 11162
cat_boundaries=0 1 2
cat_threshold=6288 1280
is_linear=0
shrinkage=0.05


Tree=215
num_leaves=31
num_cat=0
split_feature=18 72 43 56 52 59 88 82 85 25 62 54 77 78 91 87 9 15 63 29 60 97 97 90 13 1 1 68 55 120
split_gain=1.5017 4.47739 3.55446 2.70189 3.60073 3.3585 3.17491 3.02097 3.76893 2.88311 3.62519 2.92531 2.85521 2.89551 2.74374 3.52996 2.70617 2.56253 2.99403 3.02956 2.67525 2.47543 2.40958 3.20498 2.33559 2.84553 2.3534 4.84463 2.33204 3.14952
threshold=7.4149999618530282 0.49923659861087805 12.550000190734865 194.73484802246097 0.034999999217689044 258.51086425781256 -0.38321220874786371 335.12333679199224 0.86046734452247631 309.50000000000006 0.36514919996261602 0.2650000005960465 11.704999923706056 4.5350000858306894 -0.96779030561447132 0.86697232723236095 8.6500000953674334 1.5149999856948855 0.26003874838352209 1019.2500000000001 0.30323824286460882 -0.56437698006629933 -0.91896173357963551 -0.80312514305114735 1.8849999904632571 353.50000000000006 341.50000000000006 302.64295959472662 0.69499999284744274 -0.28400452435016627
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 -1 3 5 6 9 -5 -6 24 12 11 -11 13 16 15 -10 -3 -13 28 20 -20 -17 23 -16 25 26 -9 -28 -19 -30
right_child=-2 2 -4 4 7 -7 -8 8 14 10 -12 17 -14 -15 22 21 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=7.3459545629405646e-06 1.3947275274292707e-05 -0.0031805243694413483 -0.0031398938558107412 0.0021137590635781768 -0.00050994145149527387 0.00046040827055077573 0.017047891272483646 0.0012351984575102309 -0.0020224420819431542 0.002088420173497362 0.0020413769477957183 -0.0086550283453252636 -0.0045146062540480265 -0.00046383003148979947 0.020797494124552167 0.025171141960327666 -0.012871826756533915 -0.0033160411702868133 -0.009286235951176381 0.011450704058696484 -0.0018429642674109821 0.004024623785167933 -0.0023803868382055414 -0.0033461509072887047 0.0072872213813265701 -0.0086287643526608507 0.030827362987805498 -0.0016560911744212111 0.0010181137070754051 0.018137189987200229
leaf_weight=121827 1159719 397 1321 933 31843 1852 37 184 56 293 825 200 1511 1419 27 31 88 84 219 29 269 25 670 28 366 58 22 24 69 44
leaf_count=121827 1159719 397 1321 933 31843 1852 37 184 56 293 825 200 1511 1419 27 31 88 84 219 29 269 25 670 28 366 58 22 24 69 44
internal_value=-6.11952e-06 -0.000147374 -0.000586501 -0.000505425 -0.000319558 -0.00137896 0.00268341 -0.000406943 0.00179278 -0.00200436 -0.000513089 -0.0022591 -0.00289169 -0.00160376 -0.000429337 0.00685414 -0.00493895 -0.00365278 -0.00225159 -0.00425024 -0.00518328 0.0157307 -0.00155451 0.00850618 0.00463668 0.00126828 0.00376405 0.0138795 0.0029936 0.00768395
internal_weight=1.32447e+06 164751 42924 41603 34304 7299 970 33334 1491 5447 2032 1207 3415 1904 837 112 485 914 714 517 488 56 725 55 654 288 230 46 197 113
internal_count=1324470 164751 42924 41603 34304 7299 970 33334 1491 5447 2032 1207 3415 1904 837 112 485 914 714 517 488 56 725 55 654 288 230 46 197 113
is_linear=0
shrinkage=0.05


Tree=216
num_leaves=31
num_cat=1
split_feature=115 105 98 92 6 29 77 14 85 77 7 30 93 59 16 69 4 3 53 127 19 56 111 104 52 10 136 33 62 7
split_gain=1.2761 4.43427 2.11684 2.89888 2.7026 2.315 2.30527 2.29585 2.28533 2.27083 2.80821 2.99724 2.22923 2.69019 3.75157 2.18043 2.15711 3.45024 1.98912 1.96869 2.4841 1.98366 2.08351 1.8816 3.54488 4.80354 5.441 5.76774 6.1077 5.44839
threshold=0.04361772537231446 -0.59400072693824757 -0.14953255653381345 -0.95704299211502064 6.8500001430511483 1009.5499877929689 10.324999809265138 0.56499999761581432 0.78083646297454845 3.8750000000000004 3.5499999523162846 1014.4500122070314 -0.92058238387107838 183.68532562255862 11.120000362396242 182.17188262939456 2.5499999523162846 40.500000000000007 0.10500000044703485 -0.11319890245795249 12.50999975204468 208.90525817871097 0.18491792678833011 0.075905535370111479 0.70499998331069957 10.250000000000002 0 17.44999980926514 0.3511530607938767 5.3500001430511483
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 1 2 2 2
left_child=23 2 18 5 7 -4 -6 -5 16 10 11 -10 13 -11 -15 -8 19 -18 -2 20 -9 -21 -23 -1 25 26 27 28 -25 -30
right_child=1 -3 3 4 6 -7 15 8 9 12 -12 -13 -14 14 -16 -17 17 -19 -20 21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-1.9260007292719036e-05 0.014609682007825801 -0.0001019835676180084 -0.011178765886588329 -0.013518790455292102 -0.011359122970575238 -0.0016001747246726474 -0.012628796599481419 -0.017213374504755283 -0.0053557510031981672 0.0010546978868660518 -0.011518777238035745 0.0090218579747824608 -0.0013168489016945764 0.028383448594731506 0.0037334816791399412 0.0052484169361405571 0.02600397737696767 0.0056135460241761061 0.0012662255879186365 -0.00061044890822453809 0.00070923080297532201 0.021438723837059956 0.0031713933570662865 0.022824332639248227 0.00044662132396558192 -0.0021540404934378178 6.0894268875320747e-05 -0.011691804375985396 -0.0018626572783818716 0.020107697528969175
leaf_weight=1276213 28 26840 67 23 73 1078 23 29 94 72 77 59 145 29 33 66 22 364 11107 91 58 27 37 114 7196 193 170 23 73 46
leaf_count=1276213 28 26840 67 23 73 1078 23 29 94 72 77 59 145 29 33 66 22 364 11107 91 58 27 37 114 7196 193 170 23 73 46
internal_value=-5.81355e-06 0.00027073 0.00100618 -0.000318993 0.0012761 -0.00216067 -0.00477335 0.00212094 0.00243731 -5.26066e-05 -0.00373086 0.000188556 0.00297964 0.00762883 0.0152633 0.000628463 0.00445542 0.00677569 0.00129978 0.000754478 -0.00526497 0.00413314 0.0108779 -1.45236e-05 0.000758946 0.00438978 0.00735447 0.011737 0.0145535 0.00663008
internal_weight=1.32447e+06 40442 13602 2467 1322 1145 162 1160 1137 509 230 153 279 134 62 89 628 386 11135 242 87 155 64 1.28403e+06 7815 619 426 256 233 119
internal_count=1324470 40442 13602 2467 1322 1145 162 1160 1137 509 230 153 279 134 62 89 628 386 11135 242 87 155 64 1284028 7815 619 426 256 233 119
cat_boundaries=0 1
cat_threshold=2320
is_linear=0
shrinkage=0.05


Tree=217
num_leaves=31
num_cat=0
split_feature=18 72 78 97 88 53 72 113 73 6 98 61 15 71 124 110 98 89 73 64 58 91 127 86 100 77 61 1 56 61
split_gain=1.35619 4.04858 2.71808 3.09304 2.45182 2.71869 6.52279 3.3167 3.8183 3.24952 2.98928 3.04407 3.10584 6.18007 2.86559 3.48351 3.4124 3.42831 2.84194 3.6585 3.34722 2.82747 2.97753 5.14936 3.01926 2.99002 2.79407 2.79345 2.727 2.80285
threshold=7.4149999618530282 0.46255865693092352 2.9050000905990605 1.0000000180025095e-35 -0.82832452654838551 0.80500000715255748 0.34309308230876928 -0.79332312941551197 0.49974717199802404 12.150000095367433 -0.99397921562194813 0.39248584210872656 1.825000047683716 298.77185058593756 0.55191597342491161 -0.31587526202201838 -0.88447245955467213 -0.95063403248786915 0.43512913584709173 1.985000014305115 299.84370422363287 -0.53152775764465321 0.64942333102226268 0.79090464115142833 0.15618934482336047 12.775000095367433 0.35833868384361273 336.50000000000006 286.71548461914068 0.27186781167984014
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 -3 -4 5 6 7 14 9 10 -9 12 26 -14 15 -1 28 -18 21 -20 -21 22 -8 -24 25 -25 -12 -26 29 -17
right_child=-2 2 3 -5 -6 -7 18 8 -10 -11 11 -13 13 -15 -16 16 17 -19 19 20 -22 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=-0.010973541775057393 1.3546975028901009e-05 -0.0020597494603056972 -0.00039631659743721062 -0.0051900124154113728 -4.4401717376390839e-05 0.00014577325938573232 -0.001856885216430005 -0.0013825602995024789 -0.01191438617269424 -0.0041710488032549618 0.01015774370094422 0.026079295205676725 0.0059911728501319886 0.042784244691332185 -0.0029774383065972036 -0.0072037965421720106 0.029799215169623496 0.0089751740751255835 0.0015162290771700319 0.0067461442859733812 0.029583369975998287 -0.0039527009013651431 0.023970999508990995 0.0033706566795513454 -0.006741754422098613 0.02022570157057739 -0.0092415770649677143 0.011050533426792495 0.017146935184589689 0.0056673719221245998
leaf_weight=31 1159719 2715 45632 339 107425 5410 414 45 22 40 258 36 25 21 159 75 24 112 916 68 21 515 31 106 104 35 20 28 27 97
leaf_count=31 1159719 2715 45632 339 107425 5410 414 45 22 40 258 36 25 21 159 75 24 112 916 68 21 515 31 106 104 35 20 28 27 97
internal_value=-5.52285e-06 -0.00013976 -0.000522457 -0.000431666 2.07713e-05 0.000831097 0.00197896 0.00535385 0.00841926 0.00942452 0.0107673 0.012286 0.0107534 0.022788 0.0026271 0.00506185 0.00654573 0.01265 0.000483032 0.00245657 0.0121347 -0.00112557 0.000902245 0.00465975 0.00246689 0.00755453 0.00876211 -0.00296763 0.00237396 5.49438e-05
internal_weight=1.32447e+06 164751 48686 45971 116065 8640 3230 992 467 445 405 360 324 46 525 366 335 136 2238 1005 89 1233 718 304 273 141 278 132 199 172
internal_count=1324470 164751 48686 45971 116065 8640 3230 992 467 445 405 360 324 46 525 366 335 136 2238 1005 89 1233 718 304 273 141 278 132 199 172
is_linear=0
shrinkage=0.05


Tree=218
num_leaves=31
num_cat=1
split_feature=18 65 53 58 29 69 68 68 102 121 5 63 14 136 91 38 102 66 126 92 53 76 64 2 103 74 54 110 66 87
split_gain=1.22396 3.67994 3.3159 3.74889 5.03558 4.15438 3.95759 3.30222 3.22161 3.23951 3.40393 3.48797 3.01579 2.77374 2.75088 2.69735 4.24104 2.68492 2.82243 2.64964 2.57044 3.37052 2.5324 2.53109 3.23738 3.71434 3.62932 2.62895 2.55812 3.01741
threshold=7.4149999618530282 1.1649999618530276 0.61500000953674328 214.58419036865237 1015.5499877929689 315.95074462890631 330.48269653320318 306.58538818359381 -0.28631849586963648 0.84335932135581981 1.4499999880790713 0.2700271755456925 1.935000002384186 0 -0.98583734035491932 8.9499998092651385 0.93768978118896495 10.234999656677248 0.93663650751113903 -0.99585542082786549 0.14500000327825549 9.8150000572204608 2.7949999570846562 23.500000000000004 0.39562240242958074 0.34228762984275823 0.54500001668930065 0.058342531323432929 2.6350001096725468 0.82887712121009838
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 13 19 7 -7 9 14 11 -11 -9 20 -1 16 -10 -4 -19 -6 -3 -22 -8 -5 25 -25 28 -27 -26 -30
right_child=-2 2 17 23 5 6 22 12 15 10 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 26 27 -28 -29 29 -31
leaf_value=-0.0018523923755655515 1.2869626826159961e-05 0.0077831779578977286 -0.00081762242441349876 -0.001707255210927878 -0.017328956379510818 0.0019689764601507169 -0.011250213895654006 0.034073387746509441 -0.0047636457847783833 0.017457764855741211 -0.0050998623617612426 -0.00098667320614848086 0.012846241762268951 -0.0040336934882778562 0.0013560201974746982 -2.7974791279897315e-05 -0.00010752198787780982 0.00021153402483822353 0.0051688537081622816 0.00067807495003306033 0.0085266393227655373 -0.0050083752987898711 0.0093054656196257159 0.012695499215154879 0.0024769515419316573 0.0022991107806990601 0.00033180218148456557 -0.00084189565664351284 0.014318288044769287 0.0054854657401018359
leaf_weight=725 1159719 101 35801 661 21 34 31 27 779 36 410 89 44 1203 8510 106408 1314 2585 323 751 61 187 29 62 497 1060 634 1793 123 452
leaf_count=725 1159719 101 35801 661 21 34 31 27 779 36 410 89 44 1203 8510 106408 1314 2585 323 751 61 187 29 62 497 1060 634 1793 123 452
internal_value=-5.2467e-06 -0.000132772 -0.000509721 0.000432831 -0.00116698 0.00172742 0.00892887 0.0147825 1.53678e-05 0.000885002 -0.00289772 0.00432532 0.0209185 -0.00291444 0.00110414 -6.29386e-05 -0.0018405 -0.000698942 0.000762158 0.000188246 0.00102969 -0.0016792 -0.00131497 0.0011867 0.00160066 0.000588219 0.00333059 0.00032511 0.00510413 0.00737492
internal_weight=1.32447e+06 164751 46480 7771 2489 937 165 105 118271 9770 535 125 71 1552 9235 108501 2093 38709 2908 772 349 248 60 5282 4621 2915 1706 2853 1072 575
internal_count=1324470 164751 46480 7771 2489 937 165 105 118271 9770 535 125 71 1552 9235 108501 2093 38709 2908 772 349 248 60 5282 4621 2915 1706 2853 1072 575
cat_boundaries=0 1
cat_threshold=69
is_linear=0
shrinkage=0.05


Tree=219
num_leaves=31
num_cat=1
split_feature=6 92 12 38 114 118 89 121 52 33 136 0 24 36 102 94 65 64 93 99 26 89 38 127 87 52 61 92 61 40
split_gain=1.17887 3.19443 2.61285 3.30161 3.56047 2.47452 2.78042 2.25222 2.41414 2.58802 2.57265 2.48611 2.18205 3.49042 2.64715 2.67436 2.56249 2.78095 3.06137 2.3098 2.21477 2.15917 2.2711 2.14336 2.11718 2.20414 2.09302 2.3212 2.00793 2.62828
threshold=11.250000000000002 -0.56327626109123219 3.6049998998641972 11.550000190734865 0.061046212911605842 0.9238443672657014 1.0000000180025095e-35 -0.98321744799613942 1.4149999618530276 12.550000190734865 0 330.50000000000006 326.50000000000006 8.5500001907348651 0.93768978118896495 0.83504733443260204 0.85500001907348644 4.0150001049041757 -0.53924256563186634 -0.61238351464271534 333.50000000000006 0.64214324951171886 10.84999990463257 0.82409480214118969 0.90305501222610485 1.0549999475479128 0.25820049643516546 -0.94369158148765553 0.39677925407886511 10.34999990463257
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 21 6 -3 -5 10 -10 23 -12 13 -8 15 16 -14 20 -19 -20 -18 24 -23 -9 25 -2 -13 -28 29 -27
right_child=1 5 -4 7 -6 -7 12 8 9 -11 11 26 14 -15 -16 -17 17 18 19 -21 -22 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=7.2339900184676085e-06 -0.0030177296745008209 -0.00011527022530686024 -0.0044500468666309823 0.01316183520294726 0.013373641015237404 0.0013625882384715831 0.010801777922499338 0.0057957595284536204 -0.0039048650524780362 -0.00038721901564874885 -0.0065517495421488553 -0.010173746745102109 0.018890988738054323 -0.0047227166407523653 0.01664510327577591 -0.0097465857496421976 -0.011027017970674582 0.019467335970451437 0.0084850240228194242 -0.010361421634924824 0.0077604440661768123 0.0020324340036937168 0.022533665800636468 -0.0071285652685100622 0.0041574111223462249 0.0020977611002954001 -0.0070748950931287941 0.012920141426172663 -0.0017581543781705962 0.020545254498720172
leaf_weight=1241178 601 72984 583 25 54 2796 38 106 681 2252 640 25 21 767 25 59 62 30 37 29 21 35 22 46 271 558 21 47 436 20
leaf_count=1241178 601 72984 583 25 54 2796 38 106 681 2252 640 25 21 767 25 59 62 30 37 29 21 35 22 46 271 558 21 47 436 20
internal_value=-4.98589e-06 -0.000187081 -0.00125828 -0.000939654 0.000709542 -9.75734e-05 -0.00015269 -0.00179665 -0.0018946 -0.00120397 -0.00418345 -0.00536849 -0.0026605 -0.00398988 0.00110764 -0.000392119 0.00236745 0.000428933 0.0062238 0.00020401 -0.00627356 0.000357581 0.00994519 0.00176813 6.78173e-05 -0.000618424 0.0021971 0.0067452 0.000803649 0.00273608
internal_weight=1.32447e+06 83292 6423 5840 1997 76869 74073 3843 3818 2933 885 733 1089 805 284 259 200 179 96 66 83 1943 57 152 1886 1615 93 68 1014 578
internal_count=1324470 83292 6423 5840 1997 76869 74073 3843 3818 2933 885 733 1089 805 284 259 200 179 96 66 83 1943 57 152 1886 1615 93 68 1014 578
cat_boundaries=0 1
cat_threshold=1536
is_linear=0
shrinkage=0.05


Tree=220
num_leaves=31
num_cat=3
split_feature=92 12 15 136 136 12 58 110 38 31 106 69 39 53 84 79 43 5 136 80 123 84 13 80 41 96 122 40 27 126
split_gain=1.51155 4.58347 6.24181 5.49369 5.01068 5.46 4.49889 6.46131 4.17662 4.69556 4.16274 6.83985 5.57053 5.19731 4.46698 4.37262 4.13262 8.17135 8.08445 6.15817 5.27278 5.25578 4.46461 4.06864 5.39346 5.99614 4.77676 4.14942 3.9856 3.80108
threshold=-0.068167630583047853 2.6049998998641972 1.544999957084656 0 1 1.575000047683716 225.22488403320315 0.076143000274896636 9.1500000953674334 1018.5499877929689 -0.5496828258037566 245.94488525390628 13.550000190734865 1.0549999475479128 0.81173387169837963 1.8049999475479128 9.2500000000000018 4.2500000000000009 2 264.39848327636724 -0.38266885280609125 0.81004548072814953 0.89499998092651378 316.92376708984381 12.150000095367433 -0.94932085275650013 -0.19936034083366391 15.550000190734865 220.50000000000003 0.86159634590148937
decision_type=2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 16 7 10 -5 -10 14 12 -12 -13 15 -1 18 20 19 -6 22 -21 -18 27 28 -26 -27 -19 -25 -29
right_child=-2 -3 3 8 5 -7 -8 -9 9 -11 11 13 -14 -15 -16 -17 17 23 -20 21 -22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=0.00081061138822185585 -2.5178350303746939e-05 -0.00058813831797128275 -0.00022043522790320209 0.0052576639517823136 0.00043960629286111431 -0.00096273238206274331 0.00026197320307740269 -0.00052305222128362346 0.00069053435658121304 -0.00031193735829200477 0.0045371247199364013 0.01902036926433168 -0.0089568099430001585 0.0024036099883888995 -0.0080919147286464248 -0.0045949482096357885 -0.0023951075910686858 0.00020159863164784415 0.00023041816840764257 0.0010363673306567147 0.00023359497593067885 0.0039892760207853473 -0.00050964437637398749 0.02202144226228649 -0.0062954756471773864 0.0054608274009768608 0.031218142484970113 0.0038106630331922646 -0.00063462675958307407 -0.0049004440417561197
leaf_weight=561 1003946 22557 27109 475 5418 9991 17406 39671 88514 13457 110 54 251 366 521 1123 5816 4184 61536 2599 8494 3586 6823 22 23 27 54 1581 165 136
leaf_count=561 1003946 22557 27109 475 5418 9991 17406 39671 88514 13457 110 54 251 366 521 1123 5816 4184 61536 2599 8494 3586 6823 22 23 27 54 1581 165 136
internal_value=5.0777e-06 9.92272e-05 0.000150898 0.000412517 -4.78737e-05 0.000151996 -0.000415388 -0.00069188 0.000579972 0.000558239 -0.00293487 0.000201979 -0.00484508 0.00454005 -0.00404592 -0.00279416 0.00026287 -0.000261783 0.000458882 0.00166889 -0.000729811 0.00274843 -0.00137726 0.00133557 0.00710716 0.0162349 0.0226324 0.00105096 0.00203079 0.00312067
internal_weight=1.32658e+06 322630 300073 129555 170518 110455 60063 42657 102446 101971 2986 781 361 420 2205 1684 100464 27325 73139 11603 21133 6185 12639 6192 291 104 81 5901 187 1717
internal_count=1326576 322630 300073 129555 170518 110455 60063 42657 102446 101971 2986 781 361 420 2205 1684 100464 27325 73139 11603 21133 6185 12639 6192 291 104 81 5901 187 1717
cat_boundaries=0 1 2 3
cat_threshold=4244 1793 32
is_linear=0
shrinkage=0.05


Tree=221
num_leaves=31
num_cat=0
split_feature=28 94 1 42 39 111 121 21 37 59 36 115 13 84 63 92 12 79 19 76 88 65 33 123 106 35 121 59 109 12
split_gain=1.36471 3.82187 2.72027 3.77715 2.63656 2.57377 2.32648 3.68145 3.11054 2.96077 2.44987 4.15788 2.39274 3.4261 3.1758 2.15766 5.31492 4.8399 5.50115 4.71039 4.62451 4.34636 4.14516 3.97444 3.96895 3.98673 3.39346 4.30103 4.95688 4.25237
threshold=1021.7500000000001 -0.48599891364574427 356.50000000000006 8.3499999046325701 17.650000572204593 0.19312053173780444 -0.59480014443397511 7.0150001049041757 7.5499999523162851 202.96650695800784 8.7500000000000018 -0.8703225553035735 0.66500002145767223 0.7490343749523164 0.33733922243118292 0.062356855720281608 2.8449999094009404 15.795000076293947 7.4149999618530282 18.48499965667725 -0.75900897383689869 19.195000648498539 16.550000190734867 0.94260558485984813 -0.61596283316612233 11.550000190734865 -0.79332312941551197 217.5224533081055 -0.60041111707687367 1.2549999952316286
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=15 2 4 -4 6 -6 7 10 -8 -10 11 -2 13 -11 -15 16 17 19 -19 21 23 26 -23 -21 -20 -26 -1 -28 29 -29
right_child=1 -3 3 -5 5 -7 8 -9 9 12 -12 -13 -14 14 -16 -17 -18 18 24 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.00040231774504184237 0.024289855955829543 -8.1024035581735558e-05 0.0020628053609781515 0.026297102542594077 -0.0032426390108530934 0.011898240207422835 0.015448601841926575 -0.00302812101666878 -0.0046237252780117599 -0.00039378648473169004 0.0010185022319030462 -0.00053454980229002396 -0.0018345404969822281 0.031019210335798564 0.0042880644481629133 -2.0205933061793309e-05 -0.00067421897600934602 -0.00022890362538591235 0.0011567441422803411 -5.1223133948283374e-05 -0.0018532666133460191 0.001388846616633893 -0.0022443478941243278 0.010103447149194094 -0.0017361187155019511 0.0006239157187982611 -0.00028242602744742835 0.0036270730291255702 0.00011240004719821901 0.00074745615954976584
leaf_weight=64218 31 149635 82 20 46 72 25 679 1016 102 1163 37 3522 20 25 828750 19416 14692 32169 5748 6046 10132 851 98 2487 6380 83869 1787 88921 4537
leaf_count=64218 31 149635 82 20 46 72 25 679 1016 102 1163 37 3522 20 25 828750 19416 14692 32169 5748 6046 10132 851 98 2487 6380 83869 1787 88921 4537
internal_value=4.82382e-06 -0.000133856 -0.00128963 0.00681463 -0.00141232 0.00599586 -0.00154436 -7.24444e-05 -0.00214126 -0.00223512 0.00155786 0.0107825 -0.00157368 0.00467632 0.0161686 2.33692e-05 0.000129163 0.000177615 0.000601333 8.89138e-05 -0.000883715 0.000134395 0.00110733 0.000119006 0.000898581 -3.80224e-05 9.04804e-05 -2.13232e-05 0.000208594 0.00156116
internal_weight=1.32658e+06 156475 6840 102 6738 118 6620 1910 4710 4685 1231 68 3669 147 45 1.1701e+06 341351 321935 55728 266207 11892 254315 10983 5846 41036 8867 243332 179114 95245 6324
internal_count=1326576 156475 6840 102 6738 118 6620 1910 4710 4685 1231 68 3669 147 45 1170101 341351 321935 55728 266207 11892 254315 10983 5846 41036 8867 243332 179114 95245 6324
is_linear=0
shrinkage=0.05


Tree=222
num_leaves=31
num_cat=2
split_feature=134 52 71 35 80 136 136 10 120 66 97 104 40 14 30 95 126 15 4 53 86 86 30 91 95 28 32 38 109 75
split_gain=1.332 1.89313 1.3492 3.74099 5.1894 3.7528 3.16494 4.80537 3.05048 2.95535 2.73959 2.71057 2.73939 4.83585 3.83757 4.3479 4.50152 4.48323 3.38843 5.00349 3.87229 2.87794 2.8049 2.66044 2.68145 2.98312 2.60131 3.83075 2.65357 2.59706
threshold=1022.5499877929689 5.5650000572204599 313.22544860839849 11.550000190734865 303.04200744628912 0 1 0.65000000596046459 -0.71322327852249134 33.375000000000007 -0.52354490756988514 1.0000000180025095e-35 9.8499999046325701 1.075000047683716 1020.1499938964845 -0.73131835460662831 0.94828754663467418 1.8350000381469729 1.3499999642372134 1.7250000238418581 0.8671175241470338 0.79577830433845531 1021.4500122070314 0.020403295755386356 0.60181507468223583 1011.8500061035157 3.8500000238418584 11.050000190734865 0.80986610054969799 0.75139430165290844
decision_type=2 2 2 2 2 1 1 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 -1 4 -4 -5 7 10 9 -9 -7 12 23 -14 18 22 -17 21 19 -15 -20 -18 -16 -8 -25 -26 27 28 -6 -21
right_child=1 -3 3 5 26 6 11 8 -10 -11 -12 -13 13 14 15 16 17 -19 20 29 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-5.7352005653426934e-06 -0.0036639877486587657 -0.00047173498027610949 0.0011354525871277931 -0.0033476444962295539 0.0058637155430211179 0.0056659658818124419 0.00029056462720264913 0.0027475321248552811 0.00074489247166512973 0.011649349512859212 0.023102591109151641 0.0043902399540827865 -0.007573030147044523 0.024316930417449048 0.010532596075375166 0.0025515840628941079 0.041859324388206005 0.008080338049266075 -0.0004312076098488501 -0.005471881961529243 0.0041027055067733046 0.018316386267542839 -0.012984411820070818 -0.00035126727844837763 -0.0095624933193202127 -0.0021222699908873435 -0.0008197573418974246 0.00049243624663304804 0.022664170650412041 0.0095184436788161592
leaf_weight=1241261 546 3109 4925 642 124 367 40729 901 7940 104 24 402 129 39 21 64 25 45 1314 47 734 27 32 2727 166 715 18410 903 29 75
leaf_count=1241261 546 3109 4925 642 124 367 40729 901 7940 104 24 402 129 39 21 64 25 45 1314 47 734 27 32 2727 166 715 18410 903 29 75
internal_value=4.58263e-06 -0.000948608 7.21613e-06 0.000204081 -0.000314485 0.000424939 0.000468219 0.00130916 0.00107339 0.00366872 0.00673624 0.000301963 0.000266976 0.00185993 0.00236214 0.00875526 0.0128444 0.0196355 0.0017428 0.00872711 0.00119374 0.0296351 -0.00366635 0.000175287 -0.00112603 -0.00352417 -0.000681326 0.00173204 0.00904812 0.00374348
internal_weight=1.32658e+06 3655 1.32292e+06 81660 24391 57269 56627 9336 8945 1005 391 47291 46889 2552 2423 214 161 97 2209 161 2048 52 53 44337 3608 881 19466 1056 153 122
internal_count=1326576 3655 1322921 81660 24391 57269 56627 9336 8945 1005 391 47291 46889 2552 2423 214 161 97 2209 161 2048 52 53 44337 3608 881 19466 1056 153 122
cat_boundaries=0 1 2
cat_threshold=4 640
is_linear=0
shrinkage=0.05


Tree=223
num_leaves=31
num_cat=2
split_feature=93 121 106 136 79 38 60 26 136 21 92 29 87 92 103 67 41 79 10 39 53 16 54 76 97 104 13 30 17 52
split_gain=1.22622 4.90203 4.30191 3.93226 4.41423 5.86427 3.884 4.08338 8.11168 3.69657 4.10157 4.07558 3.55023 3.51067 3.50683 3.46287 3.92513 3.42862 3.19005 3.10341 3.08901 3.06186 3.55944 4.54082 3.30575 3.38698 3.24343 3.26631 3.00703 3.00477
threshold=-0.14634330570697782 -0.59480014443397511 -0.98354190587997425 0 1.8750000000000002 14.150000095367433 0.68415114283561718 260.50000000000006 1 6.8949999809265146 -0.73192805051803578 1006.3500061035157 0.85319373011589061 -0.51357385516166676 -0.94393011927604664 0.67500001192092907 17.349999427795414 14.765000343322756 0.75000000000000011 20.44999980926514 0.22500000149011615 15.405000209808351 3.4550000429153447 35.784999847412116 0.2708012610673905 -0.46963237226009363 1.1050000190734866 1015.6499938964845 13.344999790191652 1.8149999976158144
decision_type=2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 9 -5 17 7 8 20 10 11 -1 -2 -3 -14 16 18 -6 -7 -13 -4 22 24 26 -9 -26 28 -28 -24 -19
right_child=12 2 6 4 5 15 -8 21 -10 -11 -12 19 14 -15 -16 -17 -18 29 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.018684605874407751 1.4789568927352449e-05 -0.0012499183328752912 -0.0075060579166211384 -0.0003690635704153097 -0.00022862234531012966 0.021486797032966503 0.00070393806921931245 -7.4864664189447453e-05 -0.0011868540705245671 0.00061217242597489546 0.00019446883253088619 -0.0010548448559248415 0.0034163411605230899 3.7919964164242925e-05 -0.00027631912242633016 0.00087462949922350133 0.010111000115210073 0.0019585026583381357 0.0019538153293109785 -0.0091680075167658737 0.00031943914441969791 -0.0011659019223199834 0.0058482904975397099 -0.0029659278983428746 0.0028319668600670415 0.018226648984557909 0.0010308466348512063 -0.00010676286704180775 0.00026784132805870807 0.00028763162160370275
leaf_weight=26 888215 13171 127 12412 21538 21 18046 61609 20657 12058 12285 12398 646 8846 136111 39200 156 3924 4507 119 17909 4563 581 859 160 46 17565 9847 413 8561
leaf_count=26 888215 13171 127 12412 21538 21 18046 61609 20657 12058 12285 12398 646 8846 136111 39200 156 3924 4507 119 17909 4563 581 859 160 46 17565 9847 413 8561
internal_value=4.35223e-06 9.29708e-05 -7.91842e-05 0.000328997 0.000506621 0.000646198 1.5209e-05 -7.73112e-05 -0.000510716 -0.000106042 -0.000454894 -0.0010909 -2.17243e-05 -0.00073249 -0.000258876 0.00102816 0.00231306 0.000153529 0.00204441 -0.00113198 0.00026419 9.80256e-05 0.000161347 0.000615625 -5.37215e-05 0.00626961 0.000723932 0.000622192 0.00352965 0.000812782
internal_weight=1.32658e+06 301604 174399 127205 90319 77907 152382 134336 38693 36886 24828 12543 1.02497e+06 22017 136757 43884 4684 34023 4528 12517 18036 95643 91080 29265 61815 206 28406 27412 994 12485
internal_count=1326576 301604 174399 127205 90319 77907 152382 134336 38693 36886 24828 12543 1024972 22017 136757 43884 4684 34023 4528 12517 18036 95643 91080 29265 61815 206 28406 27412 994 12485
cat_boundaries=0 1 2
cat_threshold=1232 1250
is_linear=0
shrinkage=0.05


Tree=224
num_leaves=31
num_cat=2
split_feature=28 94 1 124 127 136 39 40 68 122 38 28 121 76 55 57 122 122 136 67 87 120 71 14 36 65 22 16 66 62
split_gain=1.19924 3.46791 2.86501 3.46381 2.54131 2.72734 2.60921 2.58491 2.80775 2.46977 2.4054 2.84504 1.95591 2.18008 3.11343 3.01265 3.50311 3.08008 2.55154 2.64059 2.11901 1.99274 1.97815 2.01017 3.70996 2.69965 2.56959 1.98762 1.97195 1.91309
threshold=1021.7500000000001 -0.58903241157531727 356.50000000000006 0.98321744799613964 -0.26722820103168482 0 8.0500001907348651 12.250000000000002 292.14221191406256 -0.30069434642791742 17.250000000000004 1022.5499877929689 -0.59480014443397511 7.0750000476837167 0.91500002145767223 199.132926940918 -0.58068084716796864 -0.8338540494441985 1 3.9550000429153447 0.62819701433181774 -0.99353402853012074 228.58567810058597 0.74500000476837169 12.84999990463257 3.1049998998641972 5.6849999427795419 14.039999961853029 4.7149999141693124 0.25831271708011633
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 9 10 -9 -6 12 -12 13 18 28 16 -16 -17 19 20 -8 -14 27 24 26 -25 -24 -23 -15 -22
right_child=1 -3 3 -5 6 -7 7 8 -10 -11 11 -13 21 14 15 17 -18 -19 -20 -21 29 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=2.151891117758753e-05 -0.006451623966365571 -8.0757778544656626e-05 -0.00094552671516987875 0.019830908283059088 0.017646672317965163 -0.0014945749764301785 -0.011810202147487714 0.0021662642105272222 0.022957561563023116 -0.0039295032941958031 -0.0064169074408710006 0.010162677221460796 0.012455265871856525 -0.01309685720215467 0.006468271619523876 0.013265877250791053 0.026752849989410105 -0.00064343220380218356 -0.0059937825786385585 -0.0040765562921623207 -0.0097670231169710575 -0.010571194051705203 0.024893259248762793 -0.0045536237165037683 -0.0021304192052146271 -0.0010814426954247603 0.0014278495861799459 0.0023102428573064317 0.0030720286409963264 0.0048600458867128007
leaf_weight=1170101 472 150932 47 35 36 703 23 62 22 21 36 92 23 44 80 49 29 212 208 214 24 129 28 867 89 1580 20 39 33 326
leaf_count=1170101 472 150932 47 35 36 703 23 62 22 21 36 92 23 44 80 49 29 212 208 214 24 129 28 867 89 1580 20 39 33 326
internal_value=4.13417e-06 -0.000125867 -0.00135415 0.00792246 -0.00149345 -0.00355346 -0.000928697 -0.00107192 0.0076116 0.00969755 -0.0012479 0.00549967 -0.00146291 0.000186259 0.00297993 0.00488355 0.0118651 0.00196789 -0.00138452 0.000344973 0.00289097 -0.00220102 -0.00232351 -0.0019817 0.00391212 -0.00231168 0.015116 -0.00758086 -0.00616733 0.00385705
internal_weight=1.32658e+06 156475 5543 82 5461 1175 4286 4229 84 57 4145 128 4017 1242 447 370 109 261 795 587 373 2775 2752 2584 137 2447 48 168 77 350
internal_count=1326576 156475 5543 82 5461 1175 4286 4229 84 57 4145 128 4017 1242 447 370 109 261 795 587 373 2775 2752 2584 137 2447 48 168 77 350
cat_boundaries=0 1 2
cat_threshold=598 754
is_linear=0
shrinkage=0.05


Tree=225
num_leaves=31
num_cat=2
split_feature=60 52 57 52 88 100 26 118 10 122 4 136 52 57 23 36 79 19 95 7 97 39 81 86 72 19 79 35 27 136
split_gain=1.37997 5.78382 5.28007 5.05737 4.64756 3.73817 3.8149 3.53685 3.40719 3.61461 3.38258 4.88224 3.27931 3.22889 3.22449 2.99197 2.77779 3.21704 2.72449 2.70541 3.18389 2.55987 2.59265 2.48409 2.44829 3.29386 2.85505 3.88982 4.66056 3.47665
threshold=0.44607806205749517 0.11499999836087228 238.94032287597659 5.8150000572204599 0.12611643224954608 0.30901199579238897 199.50000000000003 0.55191597342491161 3.3500000238418584 -0.88697704672813404 8.3499999046325701 0 25.045000076293949 245.13385772705081 8.2049999237060565 16.150000572204593 1.0850000381469729 5.7200000286102304 0.15262678265571597 3.3500000238418584 -0.43846178054809565 13.550000190734865 346.33439636230474 0.83894899487495433 0.8505854904651643 8.0099999904632586 17.535000801086429 10.750000000000002 336.50000000000006 1
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=3 2 8 24 10 -5 -7 12 9 -2 19 -12 -6 -13 -8 16 -10 -18 -19 -3 -21 -15 -23 -20 26 -26 -1 28 -28 -29
right_child=1 4 -4 5 7 6 14 -9 15 -11 11 13 -14 21 -16 -17 17 18 23 20 -22 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=-2.098190805286182e-05 0.022313803588040176 0.00014162150072650253 0.0039910462529600304 -0.0012213498272834781 0.00024266126129398959 0.0020611470273807241 -0.00066215256492999032 0.0033538524148237839 -0.01327331164468299 0.0028254412475001555 -0.0003797085226399756 -0.00036161614262845271 0.0082056293278691111 0.00047255794846304353 0.0010161965853279201 -0.0049835204066105447 0.0077971850641382241 0.0026517821678651438 0.0092388980642512993 -0.0001100450662643595 -0.0011688057618754204 0.0012005259899281662 0.011445927130801965 -0.0070189989643191205 -0.0025086024742327802 -0.00034917999699985726 -0.00026106843218417271 0.0010785144879222341 -0.0047596253454120089 0.00015054493591895606
leaf_weight=811973 30 134852 1786 14796 3058 1725 17377 1794 34 115 18316 8339 135 36895 3426 363 150 279 27 182610 7388 15222 62 181 2035 13355 8421 18713 618 21925
leaf_count=811973 30 134852 1786 14796 3058 1725 17377 1794 34 115 18316 8339 135 36895 3426 363 150 279 27 182610 7388 15222 62 181 2035 13355 8421 18713 618 21925
internal_value=3.31472e-07 7.63529e-05 0.00227672 -3.38925e-05 6.03887e-05 -0.00060391 -0.000198387 0.00157743 -0.000320216 0.00685752 4.16477e-05 0.000335452 0.000579335 0.00055187 -0.000385749 -0.00132676 0.000651481 0.00139472 -0.000577292 -2.96522e-05 -0.000151215 0.000697964 0.00124209 -0.0049086 -9.63437e-06 -0.000634718 1.5303e-06 0.000369493 -0.000568637 0.000578159
internal_weight=1.326e+06 411636 2965 914364 408671 37324 22528 4987 1179 145 403684 78834 3193 60518 20803 1034 671 637 487 324850 189998 52179 15284 208 877040 15390 861650 49677 9039 40638
internal_count=1326000 411636 2965 914364 408671 37324 22528 4987 1179 145 403684 78834 3193 60518 20803 1034 671 637 487 324850 189998 52179 15284 208 877040 15390 861650 49677 9039 40638
cat_boundaries=0 1 2
cat_threshold=4194 647
is_linear=0
shrinkage=0.05


Tree=226
num_leaves=31
num_cat=0
split_feature=115 105 87 80 29 8 112 60 19 84 61 57 38 106 32 18 125 88 31 20 75 73 12 6 27 91 104 38 66 30
split_gain=1.32122 3.85957 2.28078 2.76227 2.28297 2.11693 2.7244 2.20246 1.96552 1.95304 2.49769 2.40358 3.07952 2.70048 2.68824 2.35712 2.40412 2.33688 2.40442 2.51868 2.2319 2.87368 2.19903 2.16014 2.07864 1.90995 2.61958 1.90883 1.85368 2.12338
threshold=0.04361772537231446 -0.60933631658554066 0.81923168897628795 324.91091918945318 1014.3500061035157 1.4499999880790713 -0.98624804615974415 0.31971502304077154 14.039999961853029 0.73500663042068493 0.23702763020992282 211.7172775268555 18.750000000000004 -0.96215584874153126 10.449999809265138 14.039999961853029 -0.87878364324569691 0.16051007807254794 1018.7500000000001 8.6350002288818377 0.31248015165328985 0.43512913584709173 1.5549999475479128 1.9499999880790713 172.50000000000003 -0.99326896667480458 -0.98080813884735096 23.349999427795414 5.5650000572204599 1013.3500061035157
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 2 4 5 27 6 -4 -8 28 17 -11 13 14 15 22 16 -12 25 19 24 21 -15 -13 -14 -19 26 -6 -2 -7 -30
right_child=1 -3 3 -5 9 8 7 -9 -10 10 11 12 23 20 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-8.5469120453567244e-06 0.0014846446881254254 -6.5447049627267558e-05 0.018158389002616918 0.019123319882656573 0.022813661101562587 0.00067663229457925154 0.011933961761197154 0.0024597740451613764 0.0021495008155644237 -0.0090718644120359928 0.0032885944271887034 0.021727395575278655 -0.0043496297346428039 0.016056081324032592 -0.00023832429822266788 -0.0010019172888509592 -0.0096179981518616856 -0.0038212953956405582 0.018124613875988873 0.0090988122858107097 -0.0012656720437799608 -0.00029616712093137316 -0.00032534377998672426 0.014343547119000611 0.011845666965326438 -3.5221976009961396e-05 0.00053964565141182959 -0.013631414533371017 0.0011412305202096798 -0.0083452264450952635
leaf_weight=1285471 3805 26924 35 23 22 1223 71 451 2814 93 42 26 20 44 946 223 256 114 32 114 1254 69 20 68 26 1521 33 21 106 133
leaf_count=1285471 3805 26924 35 23 22 1223 71 451 2814 93 42 26 20 44 946 223 256 114 32 114 1254 69 20 68 26 1521 33 21 106 133
internal_value=3.15219e-07 0.000281398 0.000967797 0.00183676 0.000485491 0.0017545 0.00465388 0.00374841 0.00137682 -0.000226539 -0.00100327 -0.000750443 0.00113085 -0.00182661 0.000335636 -0.00488966 -0.00779895 0.00105035 0.00520843 0.0035812 -0.000659196 0.00607108 0.0121392 0.0100951 -0.000911717 0.000295772 0.00944925 0.00140168 -0.000110413 -0.00413784
internal_weight=1.326e+06 40529 13605 4856 8749 4833 557 522 4276 4923 3061 2968 1080 1888 992 521 298 1862 286 254 1367 113 46 88 140 1576 55 3826 1462 239
internal_count=1326000 40529 13605 4856 8749 4833 557 522 4276 4923 3061 2968 1080 1888 992 521 298 1862 286 254 1367 113 46 88 140 1576 55 3826 1462 239
is_linear=0
shrinkage=0.05


Tree=227
num_leaves=31
num_cat=0
split_feature=1 77 41 39 77 77 119 55 29 66 58 77 82 72 43 31 23 84 43 126 63 85 68 88 23 58 16 60 8 20
split_gain=1.31256 3.53264 2.25854 2.58428 2.12015 2.32797 2.97774 2.84614 2.89236 3.53231 3.90335 4.37844 3.14113 3.01198 2.86839 2.29728 2.5134 2.30868 2.68067 2.92125 3.10523 2.26803 2.42076 2.26563 2.25613 3.26477 2.35131 2.37552 2.91648 2.20292
threshold=348.50000000000006 41.82500076293946 10.550000190734865 14.650000095367433 39.264999389648445 30.285000801086429 0.99140709638595592 3.2350000143051152 1019.1499938964845 27.634999275207523 299.84370422363287 33.995000839233406 312.77888488769537 0.74520257115364086 8.5500001907348651 1008.4500122070314 6.8849999904632577 0.87655639648437511 11.449999809265138 0.99535831809043895 0.35545112192630773 0.86218273639678966 291.44926452636724 -0.41388390958309168 5.1349999904632577 220.12831878662112 6.9049999713897714 0.22708204388618472 7.7500000000000009 5.7349998950958261
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 3 -3 5 6 -2 8 9 12 11 -11 13 -7 -10 -14 17 21 19 20 29 23 -23 -17 25 -8 -26 28 -28 -19
right_child=1 2 -4 -5 -6 7 24 -9 14 10 -12 -13 15 -15 -16 16 -18 18 -20 -21 -22 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-9.4347252073567569e-06 0.00019861604091245705 0.0036265384212085684 0.018980372606260381 -0.012116119031001021 -0.004383814245691074 0.027605797434225678 0.017513754942172392 -0.00044531803226033974 0.0074330468171741812 0.03228612239134588 0.0011756709165638313 0.0071113455658539746 0.016091688049279834 0.0049473300632896346 0.027827081789728255 -0.0025857618978017407 -0.011875299745323984 -0.0013105172097035078 -0.01457074914360419 -0.0022408625404100996 0.00034512058907078908 0.0083853570575063881 -0.0095390554278456247 0.012741501986359559 -0.014196584697856451 -0.0041947354833313895 0.01840807250690896 -0.0058162864254538288 -0.0018272760043858043 0.015789279449157988
leaf_weight=1277100 45616 756 23 27 251 20 29 693 125 31 64 39 22 55 20 73 44 23 20 112 85 22 131 36 60 43 24 283 69 104
leaf_count=1277100 45616 756 23 27 251 20 29 693 125 31 64 39 22 55 20 73 44 23 20 112 85 22 131 36 60 43 24 283 69 104
internal_value=2.99458e-07 0.000254523 0.00353732 0.00308369 0.000199507 0.000223553 0.00015622 0.00203021 0.00370227 0.00262527 0.0101004 0.0182602 0.00128434 0.0109896 0.010246 0.000201169 -0.000336664 0.000501125 0.00319444 0.00429105 0.00774188 -0.00303513 -0.00696169 0.00247645 -0.00365072 0.00454896 -0.0050048 -0.00353802 0.00339475 0.0126925
internal_weight=1.326e+06 48900 806 783 48094 47843 46124 1719 1026 881 134 70 747 75 145 672 650 606 344 324 212 262 153 109 508 72 436 376 93 127
internal_count=1326000 48900 806 783 48094 47843 46124 1719 1026 881 134 70 747 75 145 672 650 606 344 324 212 262 153 109 508 72 436 376 93 127
is_linear=0
shrinkage=0.05


Tree=228
num_leaves=31
num_cat=1
split_feature=60 52 52 88 118 57 76 104 10 23 100 20 26 23 8 136 97 91 56 122 111 107 65 34 15 98 121 90 39 57
split_gain=1.23849 5.04507 4.98367 4.27026 3.4618 3.38834 3.55164 3.306 3.2327 3.20035 3.15396 3.00822 3.00202 3.05227 2.95833 4.09675 2.64657 2.63267 3.66217 3.05232 3.60342 2.60023 2.55599 2.72867 2.72065 2.44307 2.43434 4.3442 2.61722 2.42791
threshold=0.4377278089523316 0.27500000596046453 5.8150000572204599 0.12611643224954608 0.55191597342491161 206.40319824218753 0.5249999761581422 -0.073257714509963975 3.3500000238418584 6.1050000190734872 0.30901199579238897 8.6649999618530291 199.50000000000003 8.2049999237060565 11.150000095367433 0 -0.37965649366378779 0.12193028628826143 209.68546295166018 -0.92384436726570118 -0.074326802045106874 -0.071709886193275438 7.7650001049041757 14.550000190734865 2.1950000524520878 -0.99654340744018544 0.94828754663467418 -0.97951495647430409 13.34999990463257 24.096191406250004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 14 11 7 -7 8 25 -9 -4 -5 -12 22 16 26 29 -8 -19 20 -20 -10 24 -24 -14 -2 -16 28 -28 -3
right_child=1 3 10 4 -6 6 17 9 21 -11 12 -13 13 -15 15 -17 -18 18 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-9.2861769583956031e-06 0.022156031830236317 -0.0053098932806900602 -0.0012128506767893066 -6.8021627632829855e-05 0.0031508394109550867 0.020455024873193069 0.0017156203816106792 0.02176044208388184 -0.0017389296415316999 -0.0038937420025467874 0.0018243982767276652 0.004463824646382562 -0.00046389698507318003 0.001013033921371602 0.00081373065206786783 1.2022585228077114e-05 -0.00073149499809878804 0.028032392133027318 0.02850799303358564 0.00079310486076532728 0.0013389033012335067 -0.016416571914188324 -0.00077412606826096522 -0.0028440256143954594 0.0019870283607969531 0.0032341801681844843 0.0070725626999046656 2.202371260864311e-05 0.031562979278775556 5.1405410215227606e-06
leaf_weight=869480 20 215 13638 2954 1926 26 5023 31 1133 20 1630 418 5453 3156 24759 36084 12774 20 26 112 23 31 7317 2035 1429 116 20 64 24 336043
leaf_count=869480 20 215 13638 2954 1926 26 5023 31 1133 20 1630 418 5453 3156 24759 36084 12774 20 26 112 23 31 7317 2035 1429 116 20 64 24 336043
internal_value=2.84485e-07 7.10265e-05 -3.2723e-05 4.92597e-05 0.00145969 0.00144457 0.0020212 -0.000787666 -0.00127757 0.0117 -0.000620693 0.000493755 -0.000236495 -0.000409742 3.10334e-05 0.000352438 -2.50931e-05 0.0019291 0.00785347 0.00534677 0.0157552 -0.00212983 -0.00068634 -0.00122454 4.50208e-05 0.00601681 0.000846064 0.00833678 0.020431 1.74216e-06
internal_weight=1.326e+06 421862 904138 415281 5298 6581 5230 1351 1300 51 34658 3372 21020 19390 409983 60951 349032 5204 181 161 49 1164 16234 9352 6882 136 24867 108 44 336258
internal_count=1326000 421862 904138 415281 5298 6581 5230 1351 1300 51 34658 3372 21020 19390 409983 60951 349032 5204 181 161 49 1164 16234 9352 6882 136 24867 108 44 336258
cat_boundaries=0 1
cat_threshold=3345
is_linear=0
shrinkage=0.05


Tree=229
num_leaves=31
num_cat=0
split_feature=115 105 87 80 29 8 79 101 67 38 29 19 126 121 5 60 60 54 54 58 24 62 114 9 38 83 81 65 35 36
split_gain=1.20575 3.50335 2.05909 2.49504 2.07761 1.90646 2.57953 1.89466 1.89386 1.71919 1.67927 1.80073 2.19161 1.9835 2.19521 2.38617 2.20843 1.97463 2.15791 1.80464 1.86433 1.73577 2.10995 1.73454 1.80698 1.68584 1.84954 2.08323 1.64578 1.63576
threshold=0.04361772537231446 -0.60933631658554066 0.81923168897628795 324.91091918945318 1014.3500061035157 1.4499999880790713 2.185000061988831 -0.99320709705352772 0.33500000834465032 23.349999427795414 1018.7500000000001 14.039999961853029 -1.0000000180025095e-35 -0.52247866988182057 5.7500000000000009 0.3806274682283402 0.29351943731307989 8.8350000381469744 4.5950000286102304 167.748405456543 286.50000000000006 0.28561921417713171 -0.95368063449859608 3.5499999523162846 21.44999980926514 274.65182495117193 270.30084228515631 2.0649999380111699 12.34999990463257 14.250000000000002
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 2 4 5 9 6 -4 -8 -7 -2 11 23 21 14 28 16 -16 18 -18 20 -15 -13 -23 25 29 26 27 -10 -14 -25
right_child=1 -3 3 -5 -6 8 7 -9 10 -11 -12 12 13 19 15 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.195754900859651e-06 0.0014172258503913208 -6.1662103901924547e-05 0.022053017616271972 0.018177502734951025 -0.00021477091132522772 0.012424360423986066 0.016931612997387463 0.003095114237010122 -0.00035410445095200479 -0.012928343741666704 0.0048642297735860505 0.016954354810769911 -0.0055632662257640931 -0.015045804083770651 0.0021106362891824622 0.0018371105906890191 0.0077633898564667073 0.0016683563486569457 0.021609009950188923 -0.00041612923194493521 0.0030614412788833893 -0.0043881917794130988 0.0052118731769187528 0.0010941612817679232 0.0094612422528573218 -0.0015201404364620121 0.014472365119597978 0.013271460881003658 0.0011468308588734018 -0.0032939744367937868
leaf_weight=1285471 3805 26924 20 23 4923 38 26 511 116 21 293 27 107 44 95 415 53 36 60 588 21 66 431 307 36 146 45 37 626 689
leaf_count=1285471 3805 26924 20 23 4923 38 26 511 116 21 293 27 107 44 95 415 53 36 60 588 21 66 431 307 36 146 45 37 626 689
internal_value=2.70265e-07 0.00026879 0.000922747 0.0017484 0.00046448 0.00167022 0.0044217 0.00376504 0.0013118 0.00133849 0.00121216 0.000940918 0.00172272 0.000983477 0.00205001 0.00414412 0.00806792 0.0118662 0.015115 -0.00129006 -0.00919577 0.00460776 0.00393702 -0.000518715 -0.00154364 0.00255606 0.00556174 0.00294097 0.000167321 -0.00194141
internal_weight=1.326e+06 40529 13605 4856 8749 4833 557 537 4276 3826 4238 3945 2569 2045 1392 659 244 149 113 653 65 524 497 1376 1032 344 198 153 733 996
internal_count=1326000 40529 13605 4856 8749 4833 557 537 4276 3826 4238 3945 2569 2045 1392 659 244 149 113 653 65 524 497 1376 1032 344 198 153 733 996
is_linear=0
shrinkage=0.05


Tree=230
num_leaves=31
num_cat=0
split_feature=56 40 2 17 73 19 94 29 21 115 68 125 112 73 53 23 94 88 2 25 79 73 42 74 89 87 74 86 102 64
split_gain=1.75013 3.05601 2.96764 2.49206 2.18719 2.53211 2.19251 2.87975 2.5345 2.40469 2.58466 2.36592 3.50097 2.7466 2.97523 2.44074 2.1643 2.05162 3.65112 2.99332 3.7602 1.94285 1.85411 1.78172 1.59125 1.58749 1.55923 1.7034 1.54641 1.51563
threshold=339.60906982421881 14.250000000000002 333.50000000000006 6.4600000381469735 0.62160593271255504 5.7200000286102304 -0.070959106087684617 1017.8500061035157 6.1150000095367441 -0.68832838535308827 294.50427246093756 0.89490029215812694 -0.66259482502937306 0.4587345570325852 1.4950000047683718 5.4849998950958261 -0.94477844238281239 -0.039728078991174691 306.50000000000006 317.50000000000006 20.925000190734867 0.5417819917201997 11.949999809265138 0.56064575910568248 0.79114130139350902 0.85263574123382579 0.3731940239667893 0.86533161997795116 -0.31872741878032679 1.7250000238418581
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 2 3 -2 5 -4 7 9 11 10 -7 23 -13 15 21 -14 -6 -5 -19 -20 -21 -15 24 -8 29 -10 -11 -28 -3 -18
right_child=1 28 4 17 16 6 8 -9 25 26 -12 12 13 14 -16 -17 22 18 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.2481311490575912e-06 -0.0037709699775259086 0.005327984552992427 -0.0084899972922479108 0.00013605865407605641 0.017745685353147564 0.0019363252911716701 0.0096869573117263855 -0.012544367558740336 0.0072728198154696404 0.011630901372991503 0.027051642364157098 0.032866515557874336 0.012909370375116573 0.014767005102288339 0.0012010976672172547 -0.005566634773982294 0.015355480350553992 -0.0014922365221489025 0.0035606172691600825 0.031067174358383545 0.0055444692813411906 0.032771707915476171 -0.013565443136862346 -0.0091756219842604233 -0.01104029588541016 -0.01025156939867884 -0.012361170716148111 0.0055977339208450015 0.024338216822361577 0.0014626056655840797
leaf_weight=1319655 386 23 30 3264 20 20 31 29 28 20 21 22 39 31 20 33 20 114 65 31 27 29 21 21 25 24 31 23 20 1065
leaf_count=1319655 386 23 30 3264 20 20 31 29 28 20 21 22 39 31 20 33 20 114 65 31 27 29 21 21 25 24 31 23 20 1065
internal_value=4.96877e-06 0.000892363 0.000788367 4.18341e-05 0.00259858 0.00554582 0.00654363 0.00153607 0.00913747 0.00508679 0.0148003 0.0114275 0.0142242 0.011526 0.0179022 0.0044412 0.0014412 0.000462212 0.00495404 0.0109286 0.0191859 0.0234693 0.00115288 0.00206938 0.00143133 -0.00081536 -0.000295005 -0.00471201 0.01417 0.0017187
internal_weight=1.32519e+06 5533 5490 3887 1603 452 422 144 278 115 41 226 174 152 80 72 1151 3501 237 123 58 60 1131 52 1110 52 74 54 43 1085
internal_count=1325188 5533 5490 3887 1603 452 422 144 278 115 41 226 174 152 80 72 1151 3501 237 123 58 60 1131 52 1110 52 74 54 43 1085
is_linear=0
shrinkage=0.05


Tree=231
num_leaves=31
num_cat=0
split_feature=56 40 2 17 73 19 94 29 115 21 55 54 94 88 2 33 117 29 23 41 109 6 27 89 0 87 82 35 53 29
split_gain=1.5795 2.75805 2.6783 2.24909 1.97394 2.28523 1.97874 2.62016 2.30179 2.28739 2.31804 4.14566 1.95328 1.85159 3.29514 2.85179 3.35248 3.19453 1.88078 1.78899 1.78241 1.67954 1.49964 1.49316 1.46727 1.43271 1.42833 3.05919 4.33116 5.45888
threshold=339.60906982421881 14.250000000000002 333.50000000000006 6.4600000381469735 0.62160593271255504 5.7200000286102304 -0.070959106087684617 1017.6499938964845 -0.68832838535308827 6.1150000095367441 2.804999947547913 1.4149999618530276 -0.94477844238281239 -0.039728078991174691 306.50000000000006 12.050000190734865 0.737249255180359 1013.3500061035157 5.805000066757203 12.050000190734865 0.99461153149604808 0.84999999403953563 320.50000000000006 0.79114130139350902 359.50000000000006 0.85263574123382579 317.41841125488287 10.449999809265138 0.69499999284744274 1015.8500061035157
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=26 2 3 -2 5 -4 7 8 -7 10 11 20 -6 -5 21 -16 18 -18 -17 23 -8 -15 -10 24 -14 -11 -1 -28 29 -29
right_child=1 -3 4 13 12 6 9 -9 22 25 -12 -13 19 14 15 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=1.6243199214590564e-05 -0.0035824214902687142 0.013461455612898219 -0.0080654974563124909 0.00012925572078648911 0.016858401044155473 0.014871082413092387 0.014687008592404061 -0.011158624707604758 -0.011840889151208104 0.0069091788825712029 0.025214468091726307 -0.0053360052313655617 0.0013701239248013917 0.0085128742773386262 -0.0016899178389992034 0.016242970104905823 0.011470310017466546 0.038415243425829845 -0.0044532771404508665 -0.013362305540414083 -0.00093416235897512663 -0.0051266061694709118 0.004227468035516619 -0.0104722810900197 0.013625370919704439 -0.0097389911301434054 -0.0008378869627300228 -4.2618199632632383e-05 -0.00019789831930604716 0.0022492598254177818
leaf_weight=1217629 386 43 30 3264 20 39 140 32 20 28 25 40 1059 31 35 21 22 22 23 21 21 83 53 26 25 24 15004 6523 76181 4318
leaf_count=1217629 386 43 30 3264 20 39 140 32 20 28 25 40 1059 31 35 21 22 22 23 21 21 83 53 26 25 24 15004 6523 76181 4318
internal_value=4.72033e-06 0.000847745 0.000748949 3.97424e-05 0.00246865 0.00526853 0.00621645 0.00145927 0.00506438 0.0086806 0.0108561 0.00907027 0.00136914 0.000439101 0.00470634 0.0103822 0.0151836 0.0249428 0.00542448 0.00109523 0.0126495 -0.00141762 -0.000174822 0.00136875 0.00165276 -0.000774592 1.18573e-06 -0.000178518 -6.48317e-05 0.000870243
internal_weight=1.32519e+06 5533 5490 3887 1603 452 422 144 112 278 226 201 1151 3501 237 123 88 44 44 1131 161 114 73 1110 1084 52 1.31966e+06 102026 87022 10841
internal_count=1325188 5533 5490 3887 1603 452 422 144 112 278 226 201 1151 3501 237 123 88 44 44 1131 161 114 73 1110 1084 52 1319655 102026 87022 10841
is_linear=0
shrinkage=0.05


Tree=232
num_leaves=31
num_cat=1
split_feature=56 40 2 18 54 60 61 61 34 1 38 94 20 15 110 62 88 59 67 136 58 123 74 20 96 124 4 126 29 24
split_gain=1.42549 2.48914 2.41716 2.1194 1.82999 2.9905 2.6844 7.97027 2.11597 2.07569 2.4823 1.92281 1.85163 1.77418 1.56865 1.45628 1.40971 4.82831 4.15946 3.99553 3.90762 4.03147 3.69316 3.188 3.21109 2.85846 2.80671 3.37954 2.79747 2.75822
threshold=339.60906982421881 14.250000000000002 333.50000000000006 5.7200000286102304 0.46500000357627874 0.33013805747032171 0.23702763020992282 0.32803790271282202 12.449999809265138 355.50000000000006 8.6500000953674334 -0.97493314743041981 5.5750000476837167 0.50499999523162853 0.058342531323432929 0.29064586758613592 0.76578259468078624 147.11555480957034 1.0349999666213991 0 262.43904113769537 -0.91702514886856068 0.27989397943019872 6.7550001144409189 -0.91137540340423573 -0.46173103153705591 4.1499998569488534 0.46173103153705602 1018.6499938964845 342.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 -2 5 6 15 12 -9 10 -7 -6 -8 -5 -13 -4 -1 20 29 23 21 25 -23 24 -20 -18 -22 -28 -26 -19
right_child=1 -3 4 13 11 9 7 8 -10 -11 -12 14 -14 -15 -16 -17 17 18 19 -21 26 22 -24 -25 28 -27 27 -29 -30 -31
leaf_value=4.4288089250263469e-06 -0.0055789016785536844 0.01278838279527114 -0.0054747122945263986 -0.013876570491331883 0.015829985443016757 0.013805139445078871 0.042343818806111815 0.010971405034263929 -0.0094438419084657329 0.015884236984198826 -0.0037624286483943221 0.014793021511286497 0.022107823922460041 0.00036453633347598201 0.0010123557601294916 0.011461711380715398 0.017520536525318257 0.0034417619511516954 0.0043606413718291813 -0.0028507420753114462 -0.0072755922013635031 -0.026046522809513684 -0.0075710470929790516 -0.0032812337949999944 0.00086470694397786617 -0.004647038814922174 0.023865157542750242 0.0017984962396551181 -0.0062342829477001725 -0.010688859927985404
leaf_weight=1314288 161 43 30 22 23 24 20 30 22 21 124 21 26 3704 1240 22 26 848 605 1580 72 29 402 455 968 33 20 131 162 36
leaf_count=1314288 161 43 30 22 23 24 20 30 22 21 124 21 26 3704 1240 22 26 848 605 1580 72 29 402 455 968 33 20 131 162 36
internal_value=4.48431e-06 0.000805358 0.000711502 3.77553e-05 0.00234522 0.00573456 0.0108732 0.0157455 0.00233419 0.00117368 -0.000913634 0.00150317 0.0309061 0.00028045 0.00124185 0.0016907 1.12644e-06 -0.000807569 -0.000220575 -0.000944395 -0.00463908 -0.00713618 -0.00881418 0.000441959 0.00142091 0.00512172 0.000847818 0.00472123 -0.000153024 0.00286631
internal_weight=1.32519e+06 5533 5490 3887 1603 319 150 98 52 169 148 1284 46 3726 1261 52 1.31966e+06 5367 4654 3770 713 490 431 2190 1735 59 223 151 1130 884
internal_count=1325188 5533 5490 3887 1603 319 150 98 52 169 148 1284 46 3726 1261 52 1319655 5367 4654 3770 713 490 431 2190 1735 59 223 151 1130 884
cat_boundaries=0 1
cat_threshold=3010
is_linear=0
shrinkage=0.05


Tree=233
num_leaves=31
num_cat=0
split_feature=56 40 100 4 58 42 57 24 85 75 91 61 15 91 127 42 66 87 77 77 23 77 15 87 53 6 89 62 94 102
split_gain=1.28651 2.24645 2.35847 2.51224 2.09125 1.95052 1.91706 2.2884 2.59648 1.84314 1.87624 2.60402 1.73074 1.62666 3.19462 1.77877 2.39993 1.96967 1.91883 2.27607 2.20195 2.92842 2.41301 2.02655 2.65202 3.2236 3.21556 3.46299 3.99759 2.06762
threshold=339.60906982421881 14.250000000000002 0.93829658627510082 14.250000000000002 310.02648925781256 10.949999809265138 224.40257263183597 337.50000000000006 0.90352419018745433 0.86457285284996044 -0.3317465186119079 0.46249338984489446 0.50499999523162853 0.8037647306919099 0.95878320932388317 11.449999809265138 7.1849999427795419 0.86006814241409313 47.405000686645515 23.904999732971195 6.4649999141693124 24.525000572204593 3.2949999570846562 0.82303115725517284 0.46500000357627874 1.8499999642372134 -0.82054018974304188 0.38114528357982641 -0.40899443626403803 0.93768978118896495
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 2 12 5 -5 6 -4 9 -9 10 -8 -12 -2 15 -15 18 17 -17 19 23 21 -21 -23 24 25 -14 -27 28 -28 -25
right_child=1 -3 3 4 -6 -7 7 8 -10 -11 11 -13 13 14 -16 16 -18 -19 -20 20 -22 22 -24 29 -26 26 27 -29 -30 -31
leaf_value=1.0690363059661359e-06 -0.013441271962516982 0.012148963407678313 -0.0025300505068265818 0.025993187104662259 0.0054206295063098271 0.015896042038758215 0.0068237959321301722 0.0027773746766187662 -0.0096453828053199697 0.0017680360338584123 0.033481498779729009 0.0088127244972502402 0.022049043572443569 0.0010370519630220018 0.01991109503132682 -0.00518822732646797 -0.015116538274609907 0.012565868177695111 -0.004117225630755496 0.020368753491829223 -0.00045513746754413794 0.0028009314040035719 0.017740839353895612 -0.00092711347556086665 0.00031564860999515999 -0.0072773960294991577 0.028952550859789233 -0.0056742385396677435 0.0062465695961792444 -0.0091136858454347811
leaf_weight=1319655 23 43 180 21 30 26 65 340 48 70 20 23 29 81 31 61 44 21 230 26 461 778 28 1613 990 46 28 33 63 81
leaf_count=1319655 23 43 180 21 30 26 65 340 48 70 20 23 29 81 31 61 44 21 230 26 461 778 28 1613 990 46 28 33 63 81
internal_value=4.25902e-06 0.00076509 0.000675927 0.00314377 0.0138917 0.00243374 0.00196455 0.00339392 0.00124054 0.00808782 0.012184 0.0202866 0.000240735 0.000308497 0.00626112 0.000161389 -0.00569624 -0.000641447 0.000328902 0.00057378 0.00231681 0.00385271 0.00331994 -0.000207955 0.00137436 0.00664129 0.00401291 0.00820125 0.013233 -0.00131856
internal_weight=1.32519e+06 5533 5490 823 51 772 746 566 388 178 108 43 4667 4644 112 4532 126 82 4406 4176 1293 832 806 2883 1189 199 170 124 91 1694
internal_count=1325188 5533 5490 823 51 772 746 566 388 178 108 43 4667 4644 112 4532 126 82 4406 4176 1293 832 806 2883 1189 199 170 124 91 1694
is_linear=0
shrinkage=0.05


Tree=234
num_leaves=31
num_cat=3
split_feature=60 88 19 52 121 55 57 52 100 17 136 52 14 125 88 107 52 136 8 136 39 127 75 79 1 36 82 91 7 29
split_gain=1.28991 5.05603 4.80484 4.37045 4.69548 4.07617 3.55515 4.93434 4.83548 4.19124 3.66474 3.54866 3.52101 4.29404 3.4996 4.65676 3.44522 3.65092 3.56152 3.33687 5.95379 5.2156 4.68533 4.60367 4.7182 6.50024 6.31201 4.41239 4.10362 3.73076
threshold=0.45038852095603948 -0.093062277883291231 11.775000095367433 4.3150000572204599 -0.44618082046508784 4.1150000095367441 223.60691833496097 2.6750000715255742 0.90986663103103649 10.405000209808351 0 0.11499999836087228 3.4550000429153447 0.96811076998710643 -0.53691497445106495 -0.071709886193275438 9.5450000762939471 1 10.550000190734865 2 16.250000000000004 0.86159634590148937 0.8504006862640382 13.385000228881838 316.50000000000006 10.449999809265138 308.68057250976568 0.04282080382108689 9.5500001907348651 1017.6499938964845
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 19 -5 -6 14 8 10 -9 -8 -12 13 -10 15 -2 -11 -18 -19 20 23 22 27 -1 -25 26 -26 -22 29 -27
right_child=1 2 -4 4 5 -7 7 9 12 16 11 -13 -14 -15 -16 -17 17 18 -20 -21 21 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=-0.00024509149332907357 -0.00057118207908934764 0.001755690935344909 -9.5126852289248318e-06 -5.5329248871992904e-05 -0.0020089225695111095 -0.00057926671092312304 0.0014880865315613032 -0.000478951937985243 0.01436006583621334 0.00043909168510509718 0.0024846146754891776 0.00017347136410210387 0.026199673835957504 0.00030342929366923555 6.3813683272704131e-06 -0.0034565213579837192 -0.00046000980173946826 -1.249194044767534e-05 0.00057341530168844611 -1.398633216380948e-05 0.0052368884862106632 -0.003696066138809895 0.021744725402645968 0.00030990305795337728 0.032930645812987623 0.0054582798554787607 0.0073525434516998655 -0.00048194796430041386 -0.0011954899840591596 4.8632202901232062e-05
leaf_weight=10841 25362 8570 7007 35240 6633 20076 8955 34022 88 61100 1776 25634 23 142 40371 1480 34229 124243 32780 839176 1312 241 37 3184 34 1136 83 454 516 443
leaf_count=10841 25362 8570 7007 35240 6633 20076 8955 34022 88 61100 1776 25634 23 142 40371 1480 34229 124243 32780 839176 1312 241 37 3184 34 1136 83 454 516 443
internal_value=4.04607e-06 7.82997e-05 0.00096165 -2.87259e-05 -0.000434298 -0.000934312 4.30363e-05 0.000111883 0.000658406 4.20005e-05 0.000610481 0.000323101 0.0075469 0.00568162 -0.000287807 -0.000730272 0.000112235 7.81295e-06 0.000109815 5.75582e-07 0.000668672 0.00321223 0.00413563 0.000348887 0.00154224 0.00331609 0.0147855 0.0037667 0.00267555 0.00394056
internal_weight=1.32519e+06 405782 15577 919406 61949 26709 390205 322992 36618 286374 36365 27410 253 230 67213 26842 252352 191252 157023 857457 18281 2044 1803 16237 5396 2212 117 1766 2095 1579
internal_count=1325188 405782 15577 919406 61949 26709 390205 322992 36618 286374 36365 27410 253 230 67213 26842 252352 191252 157023 857457 18281 2044 1803 16237 5396 2212 117 1766 2095 1579
cat_boundaries=0 1 2 3
cat_threshold=4209 98 2
is_linear=0
shrinkage=0.05


Tree=235
num_leaves=31
num_cat=1
split_feature=115 95 136 79 81 16 7 89 53 32 99 98 125 28 64 91 90 0 74 52 25 65 57 124 121 64 113 55 75 106
split_gain=1.25041 3.46581 3.70224 2.72691 2.86981 2.18116 2.06921 2.49909 2.61906 3.75391 3.01515 3.52022 2.66383 2.57518 2.3449 2.84244 2.51404 2.766 2.6628 2.88977 2.33364 2.25089 2.19798 2.80153 2.69842 2.15246 2.26393 2.72413 2.14981 2.77689
threshold=0.04361772537231446 -0.53439414501190174 0 1.0049999952316286 261.10917663574224 5.1300001144409189 3.4500000476837163 -0.521502524614334 3.1650000810623173 21.750000000000004 0.10538833215832712 -0.75228846073150624 0.98321744799613964 1012.4500122070314 5.5150001049041757 0.068035371601581587 0.28627692162990576 316.50000000000006 0.59725242853164684 4.8250000476837167 235.50000000000003 0.45499999821186071 199.88430023193362 0.23343648016452792 0.0087262028828263907 5.1849999427795419 0.63605400919914257 0.62500000000000011 0.35186773538589483 -0.96949356794357289
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 7 20 9 10 11 22 -13 -10 25 16 17 -16 19 -19 -2 -22 23 -9 -25 26 27 -8 29 -29
right_child=1 -3 3 5 -6 -7 14 8 13 -11 -12 12 -14 -15 15 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-7.8980980435770848e-06 0.0060763043890878525 -5.6821236967650767e-05 -0.017582659116438169 0.0076120452901446509 -0.0020014433421278633 -3.1020305661581933e-05 -0.0077625319422666168 0.00085141226839222789 -0.00051468086703166196 0.016014415615548692 0.0053755096137060336 -0.0035613260282348967 0.013339669024571777 0.0040101369395251166 0.0024152612375259838 -0.0016496051265073291 0.020657231367227656 0.034398457780480389 0.0038939114793367703 0.0098620627121168338 0.016994671269573949 0.0005738761634284887 -0.0032276931260379832 0.0072149091938467046 0.026383612777673357 -0.011318891230039299 0.0093101345250666458 -0.0019727456027811225 -0.00018504477015885093 0.0058990890432394682
leaf_weight=1285292 723 26757 44 95 90 5359 105 162 412 36 199 816 24 1328 289 178 27 21 49 28 22 406 112 91 23 40 69 165 2446 349
leaf_count=1285292 723 26757 44 95 90 5359 105 162 412 36 199 816 24 1328 289 178 27 21 49 28 22 406 112 91 23 40 69 165 2446 349
internal_value=7.17856e-07 0.000274387 0.000920881 -7.08933e-05 -0.00711766 0.00010211 0.00160151 0.0023458 0.00162772 6.84637e-05 -0.000333817 -0.00125903 -0.00307844 0.00293874 0.000745266 0.00363418 0.00590595 0.00487679 0.0121358 0.0203777 0.00434409 0.00141794 0.00267991 0.00507721 0.0110823 0.000206439 0.00035354 0.000151907 0.000432655 0.00337214
internal_weight=1.32576e+06 40465 13708 5588 134 5454 8120 4354 3203 1463 1427 1228 840 1740 3766 592 414 387 98 49 1151 428 388 276 114 3174 3134 3065 2960 514
internal_count=1325757 40465 13708 5588 134 5454 8120 4354 3203 1463 1427 1228 840 1740 3766 592 414 387 98 49 1151 428 388 276 114 3174 3134 3065 2960 514
cat_boundaries=0 1
cat_threshold=115
is_linear=0
shrinkage=0.05


Tree=236
num_leaves=31
num_cat=0
split_feature=104 0 52 97 78 13 67 36 101 28 59 56 2 70 111 2 84 52 29 108 85 54 52 21 115 68 62 112 56 95
split_gain=1.20107 3.18366 3.73982 3.59227 3.40671 2.52874 3.34427 2.66404 7.4668 4.05392 3.41165 2.47473 2.86721 2.79864 3.01868 2.53828 2.48297 2.58294 10.1636 4.55892 5.36729 3.10228 3.51024 2.57939 2.23329 2.10347 2.01025 1.98723 1.95493 1.88281
threshold=0.075905535370111479 99.000000000000014 0.074999999254941954 0.2708012610673905 3.9750000238418584 0.70499998331069957 1.3949999809265139 16.650000572204593 0.52428230643272411 1014.5499877929689 205.98786926269534 113.86207199096681 194.50000000000003 306.77091979980474 -0.93712800741195668 129.50000000000003 0.71524643898010265 0.70499998331069957 1021.8500061035157 -0.52040681242942799 0.76534324884414684 1.075000047683716 0.43500000238418585 5.0050001144409189 -0.9099266231060027 206.81251525878909 0.40501606464385992 0.58068084716796886 204.43474578857425 -0.89025184512138356
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 4 5 -3 6 25 10 -9 -10 26 12 -4 16 -15 -16 23 18 19 20 -18 22 -22 -13 -24 -2 -7 28 -25 -19
right_child=1 2 11 -5 -6 7 -8 8 9 -11 -12 13 -14 14 15 -17 17 29 -20 -21 21 -23 24 27 -26 -27 -28 -29 -30 -31
leaf_value=-3.3087161352311392e-06 0.013583745138550346 0.018483659913763405 -0.0091908157631790024 -0.0092897337527566518 -0.00035420970554696398 -0.0088801986614271307 0.022830695659353365 0.00033621233800109826 0.040421516634523869 0.0085863043367862702 -0.00024298437661889562 -0.0082072917117880072 0.0096331988610327251 0.024420552490378864 -0.001815077608334832 0.0083998787361155847 0.029135511815547945 0.0044035499104918248 0.033285061044678571 -0.0081925280645851108 -0.00047765734458440234 -0.0093458365303065102 0.028203989846631885 -0.0093995064606618457 0.0063611098480495544 -0.0061463849485984875 -0.0012252290160845846 0.013307809077489836 3.9331485829734447e-05 0.00085337092890223031
leaf_weight=1316500 22 60 106 113 40 192 27 159 20 20 3223 119 25 21 95 169 24 422 31 67 57 35 25 60 22 35 155 26 640 3247
leaf_count=1316500 22 60 106 113 40 192 27 159 20 20 3223 119 25 21 95 169 24 422 31 67 57 35 25 60 22 35 155 26 640 3247
internal_value=6.81963e-07 0.000568223 0.00137102 -0.00050278 0.0109485 -0.000245078 0.00833509 -0.000436305 0.00519404 0.0245039 -0.000750153 0.00118652 -0.00559845 0.00136218 0.00617536 0.00472404 0.0010749 0.00160359 0.00640959 0.00278724 0.0073004 0.00353031 0.00786363 -0.00138398 0.0179797 0.00146875 -0.00546083 -0.000265558 -0.000769712 0.0012617
internal_weight=1.32576e+06 9257 5291 3966 100 3853 84 3769 199 40 3570 5191 131 5060 285 264 4775 3930 261 230 163 139 104 845 47 57 347 726 700 3669
internal_count=1325757 9257 5291 3966 100 3853 84 3769 199 40 3570 5191 131 5060 285 264 4775 3930 261 230 163 139 104 845 47 57 347 726 700 3669
is_linear=0
shrinkage=0.05


Tree=237
num_leaves=31
num_cat=1
split_feature=23 64 43 105 136 58 117 115 103 33 60 57 76 114 85 72 28 53 30 23 119 108 126 15 8 53 86 84 77 115
split_gain=1.20384 3.53842 3.9732 4.40331 3.84206 5.64978 3.85744 3.2599 3.20286 3.30004 3.05833 3.03355 2.67598 2.67413 2.77735 2.62587 3.15266 3.83648 4.17294 3.6248 2.77753 2.71856 2.80366 2.66704 2.54738 2.93902 3.31539 2.77629 3.83438 2.90948
threshold=5.3650000095367441 0.87500000000000011 9.1500000953674334 -0.98435381054878224 0 214.58419036865237 -0.91702514886856068 -0.67556449770927418 -0.99335807561874379 21.349999427795414 0.46855530142784124 318.15010070800787 32.284999847412116 -0.9914070963859557 0.81185930967330944 0.29880036413669592 1016.2500000000001 1.5649999976158144 1017.7500000000001 4.6849999427795419 0.93663650751113903 0.55695387721061718 0.89490029215812694 0.86500000953674328 1.2500000000000002 2.1149998903274541 0.81020990014076244 0.86212977766990673 3.6350001096725468 -0.81408452987670887
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 6 15 10 -5 9 13 -3 -9 -8 14 -1 16 19 18 -18 -6 21 22 23 -17 25 26 -7 28 -28 -30
right_child=-2 2 3 7 5 24 12 11 -10 -11 -12 -13 -14 -15 -16 20 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.027624485569540416 1.9214612420615335e-05 0.0046919941830934724 -0.0034147096700922817 0.0010633290291202759 -0.015906904017818826 -0.0038707140335437224 0.0001180041653852481 -0.0031607408885565751 8.2815846405023403e-06 0.023829829329624772 0.0004102474822782052 0.011243265396670293 -0.0029283546589001764 0.0015478373230184716 0.0061537132461051474 -0.0053247840238745785 0.032820084263329156 0.0020826238223954157 0.0034844313070855359 0.0014006399848616713 0.003561122954804102 -0.0027456665149165568 -0.005901173206668598 -3.8827049090352889e-05 -0.00038012366048732142 -0.000250098915112306 -0.0095827623164619919 0.0030427470362303036 0.0228236717521213 0.0087858532237116895
leaf_weight=20 1150977 816 2302 1525 35 109 17417 960 122095 20 853 38 752 428 61 261 27 85 22 223 227 5285 260 2784 16747 838 22 377 50 141
leaf_count=20 1150977 816 2302 1525 35 109 17417 960 122095 20 853 38 752 428 61 261 27 85 22 223 227 5285 260 2784 16747 838 22 377 50 141
internal_value=6.47865e-07 -0.00012162 -0.000466576 -0.0018334 -0.00032724 -0.000709754 0.000203132 -0.000390603 2.51018e-05 0.00390725 0.00250366 -0.00261229 -8.08213e-06 0.00312444 0.0114551 -0.00171997 0.00228424 0.00850614 0.019649 -0.000947283 -0.001898 -0.00204226 -0.000917449 -0.000491909 -0.000201331 0.00174677 0.00414074 0.00562082 0.0101839 0.0124607
internal_weight=1.32576e+06 174780 52156 4825 47331 27493 19838 2523 122624 529 1669 998 18169 509 81 9209 392 134 49 258 8817 8590 3305 3045 18284 1537 699 590 213 191
internal_count=1325757 174780 52156 4825 47331 27493 19838 2523 122624 529 1669 998 18169 509 81 9209 392 134 49 258 8817 8590 3305 3045 18284 1537 699 590 213 191
cat_boundaries=0 1
cat_threshold=2614
is_linear=0
shrinkage=0.05


Tree=238
num_leaves=31
num_cat=2
split_feature=75 90 20 23 41 107 13 92 100 31 57 25 134 58 68 91 104 23 52 109 87 62 30 75 66 136 14 136 61 71
split_gain=1.1887 2.92817 2.88652 3.93398 2.5678 2.14604 2.19234 2.40798 2.5067 1.85323 2.38404 1.84413 1.79054 1.78796 1.97528 1.76392 1.59988 1.58121 1.52864 1.46613 1.82575 2.31468 1.53447 1.50663 1.46051 3.60131 4.83391 3.86033 3.36757 3.35482
threshold=0.88560521602630626 0.49878020584583288 4.3350000381469735 6.9849998950958261 9.8499999046325701 -0.74880418181419361 1.7250000238418581 -0.068167630583047853 0.53172940015792858 1007.1499938964845 285.22480773925787 164.50000000000003 1019.4500122070314 174.07682800292972 263.67028808593756 0.26727399230003362 -0.69567036628723133 6.0850000381469735 0.43500000238418585 -0.019171166233718392 0.84963148832321178 0.36114501953125006 1019.3500061035157 0.89604130387306224 6.1050000190734872 0 1.1950000524520876 1 0.3036396205425263 299.88984680175787
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 1 2 1 2 2
left_child=24 2 3 -2 17 6 -4 8 13 12 19 -9 18 14 -8 -13 -12 -3 -10 -11 21 -21 -23 -22 -1 26 27 28 -26 -27
right_child=1 4 5 -5 -6 -7 7 11 9 10 16 15 -14 -15 -16 -17 -18 -19 -20 20 23 22 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-1.9314514085683272e-05 -6.3342236609635304e-05 0.0061274647573009138 -0.00068954106078346182 0.021884600850088257 0.010625289854678241 -0.00069557759065645318 -0.00769855102756992 0.015118508451851085 -0.0078235577384475619 0.010463853512341395 0.0069225135903079292 -5.9233149166981915e-05 -0.0064125850107162631 -0.00012416284049184768 0.0097465531472766473 -0.013619064826828739 -0.0058840770619335006 -0.0086109301890246581 0.0050090950724676758 -0.009163511108778331 -0.0010569684996524767 -0.0014979239062194042 0.0056224360927322019 0.0021591427398644472 0.015859110273854577 -0.00027799030154302659 0.00022382445643807903 0.00089085073048802759 0.0045399967799024934 0.00025158422779267021
leaf_weight=943121 49 20 10390 35 22 16234 20 20 24 39 252 34534 39 4002 86 24 27 202 702 87 470 505 89 1617 73 85900 179544 1094 658 45878
leaf_count=943121 49 20 10390 35 22 16234 20 20 24 39 252 34534 39 4002 86 24 27 202 702 87 470 505 89 1617 73 85900 179544 1094 658 45878
internal_value=6.15472e-07 -0.000200691 -0.000181424 0.00908163 -0.00566845 -0.000192674 -3.84217e-05 0.000120619 0.000904741 0.00182122 0.0012751 -5.9866e-05 0.00402422 4.5602e-05 0.00645502 -6.86502e-05 0.00568317 -0.00728315 0.00458488 0.000836968 0.000701329 -0.00154667 -0.000431069 0.00143486 1.17505e-05 0.000105311 0.000249835 0.00281015 0.00559384 -9.36139e-05
internal_weight=1.32576e+06 69489 69245 84 244 69161 52927 42537 7959 3851 3086 34578 765 4108 106 34558 279 222 726 2807 2768 681 594 2087 1.25627e+06 313147 181369 1825 731 131778
internal_count=1325757 69489 69245 84 244 69161 52927 42537 7959 3851 3086 34578 765 4108 106 34558 279 222 726 2807 2768 681 594 2087 1256268 313147 181369 1825 731 131778
cat_boundaries=0 1 2
cat_threshold=3984 768
is_linear=0
shrinkage=0.05


Tree=239
num_leaves=31
num_cat=1
split_feature=22 74 77 62 0 63 35 42 101 100 79 136 89 65 103 72 125 96 5 94 81 53 61 105 63 113 111 78 83 97
split_gain=1.09873 4.34569 3.81802 2.97215 3.00637 2.68328 2.88793 2.8201 2.94308 2.74924 4.31134 4.47674 4.82469 3.7466 3.72166 3.21998 3.21451 3.31476 3.18782 3.16003 3.17697 3.15115 3.11643 3.09005 2.99455 3.37688 2.91843 2.71927 2.99461 2.90007
threshold=5.4449999332427987 0.6438652276992799 29.275000572204593 0.49265034496784216 341.50000000000006 0.4382882565259934 14.750000000000002 17.650000572204593 -0.94407919049262989 0.079225338995456709 3.2749999761581425 0 0.37027578055858618 0.40500000119209295 0.06812917068600656 0.52631032466888439 0.84335932135581981 -0.74534061551094044 11.34999990463257 -0.92910584807395924 262.32098388671881 0.69499999284744274 0.24206681549549106 -0.99998632073402394 0.21086372435092929 -0.36648726463317866 -0.19411876797676084 17.775000572204593 325.37893676757818 -0.98398476839065541
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 9 -7 8 -8 10 11 12 24 14 15 27 -15 -18 -16 21 -21 -19 -22 -11 -1 -26 -17 28 29 -12
right_child=-2 3 -4 -5 -6 6 7 -9 -10 23 13 -13 -14 16 18 26 17 19 -20 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.012994530593807048 1.96218595182312e-05 -0.0015269579422181564 -0.0019891719085368604 3.6620622520311699e-05 0.0018737452308224972 -0.00012647041790457252 -0.0051683693363777858 0.0092646473736242695 -0.001218026156108117 0.01103685631431521 0.0093145093655406571 -0.00056115527953387709 0.028602045264257039 0.00096852102895047306 -0.00063546841881178086 0.006825911442416047 -0.0023433935550308568 -0.015371200829608049 0.014542198820789862 -0.0092907164495710914 -0.0061582896814523442 -0.00041187018442180861 0.006738768647515582 -3.9221354077065156e-05 0.0018307398282510715 0.017330521047480552 -0.0021110973821323316 -0.0081611917521326981 0.020590823351015006 0.0037965285511618384
leaf_weight=22 1128388 10926 2464 6123 691 12371 513 61 5827 63 297 8588 23 12447 887 123 1598 41 36 41 53 249 403 131732 113 51 355 39 31 1201
leaf_count=22 1128388 10926 2464 6123 691 12371 513 61 5827 63 297 8588 23 12447 887 123 1598 41 36 41 53 249 403 131732 113 51 355 39 31 1201
internal_value=5.85035e-07 -0.000108251 -3.45206e-05 -0.000854823 -0.00132468 -7.33543e-06 -0.000572567 -0.00143472 -0.00153767 5.96532e-05 0.000523349 -0.000382189 0.00667898 0.000970853 0.00259214 0.00378114 0.000646311 -0.00103526 -4.34901e-05 0.00162089 0.00404108 -0.00252681 0.00523977 -3.39268e-05 0.00432715 0.00665079 0.000188593 0.00487632 0.00520887 0.00489055
internal_weight=1.32576e+06 197369 179629 17740 11617 177165 18772 6401 6340 158393 26598 8797 209 17801 2969 2046 14832 2385 923 787 497 290 456 131795 186 164 478 1568 1529 1498
internal_count=1325757 197369 179629 17740 11617 177165 18772 6401 6340 158393 26598 8797 209 17801 2969 2046 14832 2385 923 787 497 290 456 131795 186 164 478 1568 1529 1498
cat_boundaries=0 1
cat_threshold=16
is_linear=0
shrinkage=0.05


Tree=240
num_leaves=31
num_cat=2
split_feature=31 94 78 120 74 21 86 76 95 26 59 101 11 100 57 71 61 136 53 36 63 29 0 93 1 92 136 60 34 72
split_gain=1.39617 2.22737 2.07054 2.72595 2.70168 2.56525 2.14328 2.26176 1.71433 1.65669 1.68155 1.61173 1.84335 1.79944 2.69056 1.59506 1.95558 2.21701 3.35283 1.78765 2.83723 1.65274 1.86683 1.54341 1.50429 1.50136 1.36527 2.14221 2.03563 2.15273
threshold=1023.1499938964845 -0.89261361956596363 10.265000343322756 -0.46173103153705591 0.63000774383544933 5.6150000095367441 0.8716871738433839 13.175000190734865 0.31496433913707739 314.50000000000006 263.31420898437506 0.27821327745914465 5.5499999523162851 0.013428250793367626 180.89695739746097 304.44232177734381 0.38046707212924963 0 1.0149999856948855 7.5499999523162851 0.41325502097606664 1026.7500000000002 353.50000000000006 -0.81691437959671009 323.50000000000006 -0.97929483652114857 1 0.30589099228382116 13.84999990463257 0.31263360381126409
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2
left_child=-1 2 4 5 9 -4 7 -7 15 10 11 13 23 14 -2 19 21 18 -18 20 -3 22 -17 -13 -9 -6 28 -28 -21 -30
right_child=1 8 3 -5 25 6 -8 24 -10 -11 -12 12 -14 -15 -16 16 17 -19 -20 26 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=1.5968928725219549e-05 -0.0095479347853382173 0.019536174493761493 -0.0074764188434928661 -0.0038051847046097886 -0.015486577584213297 0.0043511990035228713 -0.00019668526219902561 0.013384101502597332 -3.249163993018388e-05 -0.011486107161534684 -0.0072099251468693767 0.011001102214392561 0.019139273041704052 -0.0060487130421607461 0.0053467966774478556 -0.0032561454695930366 0.020705947971258028 -0.0015379026440188906 0.0016961097148474481 -0.0002453653681895143 -0.0014785582710626641 -0.008774356982077491 0.010953190916916357 -0.0062270543569376557 0.032776661764364688 -0.0055737818297194805 -0.0037963883014682899 -0.00064911095182052609 0.011569400828947049 0.0015039274053712591
leaf_weight=1225473 38 29 25 117 43 27 32 20 74450 35 71 26 24 97 150 627 26 1296 215 10929 36 137 24 26 20 342 571 10179 56 1033
leaf_count=1225473 38 29 25 117 43 27 32 20 74450 35 71 26 24 97 150 627 26 1296 215 10929 36 137 24 26 20 342 571 10179 56 1033
internal_value=1.26263e-06 -0.000177704 -0.00242255 0.00166924 -0.00357997 0.00683462 0.0104485 0.0155328 -0.000153072 -0.00102351 -0.000175843 0.00120759 0.00767721 -0.000517639 0.00233616 -0.000509904 -0.00175755 -0.000719247 0.00359768 -0.000382861 0.00789725 -0.00378276 -0.0027323 0.00238702 0.0230804 -0.00668093 -0.0004065 -0.000815524 -3.99197e-05 0.00202153
internal_weight=1.32617e+06 100701 1093 241 852 124 99 67 99608 467 432 361 76 285 188 25158 2325 1537 241 22833 65 788 651 52 40 385 22768 10750 12018 1089
internal_count=1326174 100701 1093 241 852 124 99 67 99608 467 432 361 76 285 188 25158 2325 1537 241 22833 65 788 651 52 40 385 22768 10750 12018 1089
cat_boundaries=0 1 2
cat_threshold=20 692
is_linear=0
shrinkage=0.05


Tree=241
num_leaves=31
num_cat=0
split_feature=31 100 60 73 38 73 83 55 71 52 124 66 14 126 118 78 25 35 85 92 117 20 124 75 54 116 76 104 58 86
split_gain=1.26232 1.98986 4.68526 3.07855 2.52816 3.96849 3.01197 2.56883 3.46771 3.23059 3.27232 3.19293 3.24639 2.63366 2.4361 5.46087 3.648 2.64896 2.35462 2.22386 2.13911 2.07918 2.95409 2.9518 1.93235 1.88358 1.85215 2.88565 1.73705 3.02576
threshold=1022.5499877929689 0.78736340999603283 0.43359622359275823 0.92948693037033092 7.7500000000000009 0.34437644481658941 309.38182067871099 2.1550000905990605 286.71186828613287 0.63499999046325695 0.96359375119209301 0.45499999821186071 1.0850000381469729 0.94828754663467418 0.13052122294902804 3.3750000000000004 279.50000000000006 12.050000190734865 0.81100586056709301 -0.60969600081443776 0.90255093574523937 5.8150000572204599 0.90255093574523937 0.83043241500854503 0.14500000327825549 0.99140709638595592 1.2649999856948855 -0.98176902532577504 260.56884765625006 0.85677832365036022
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 2 4 19 5 -2 -7 8 9 10 11 -6 14 -12 15 16 17 -13 -5 21 -11 22 -3 -23 -10 -26 27 -19 29 -9
right_child=1 3 -4 18 7 6 -8 28 24 20 13 12 -14 -15 -16 -17 -18 26 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.6749707566114198e-05 0.026068576984107496 0.0017205431380055169 -0.00014873242423044802 0.022010131307179111 -0.0096388677900628855 0.019540755688212813 -0.0018274750342552968 -0.00031822939829406386 -0.0084153816427656996 -0.0016903266489312391 0.0037244128893044862 0.013706591567218616 -0.0034668258995732811 0.020710755226900801 -0.00093553357449284674 0.032412268861939778 0.018926157825626434 0.020071860970929264 0.0044040077396880692 1.4410025806975701e-05 -0.011812853254377843 -0.0060060294006358496 0.026842254947870972 0.017160542113706472 -0.0032746291654814352 0.011105148146009963 -0.0073521097548879116 -0.0049860027204785082 -0.0013329507998521227 0.0050592115989000711
leaf_weight=1203836 20 22 47480 25 66 20 94 1838 187 1558 55 36 172 39 111 21 40 20 79 63783 54 44 25 20 2307 23 65 27 3802 305
leaf_count=1203836 20 22 47480 25 66 20 94 1838 187 1558 55 36 172 39 111 21 40 20 79 63783 54 44 25 20 2307 23 65 27 3802 305
internal_value=1.19892e-06 -0.000151825 -0.000363028 4.07066e-05 -0.00129993 0.0055254 0.00192134 -0.0013852 -0.00224805 -0.000828222 0.00214161 0.000687752 0.00207303 0.0107719 0.0050507 0.00823 0.00552879 0.00190787 0.00863625 2.67156e-05 -0.00202942 0.00709778 0.0150832 0.00123352 -0.00352516 -0.00313268 -0.00188457 0.00567692 -0.000691291 0.000447109
internal_weight=1.32617e+06 122338 58340 63998 10860 134 114 10726 4781 2264 652 558 492 94 320 209 188 148 104 63894 1612 111 47 64 2517 2330 112 47 5945 2143
internal_count=1326174 122338 58340 63998 10860 134 114 10726 4781 2264 652 558 492 94 320 209 188 148 104 63894 1612 111 47 64 2517 2330 112 47 5945 2143
is_linear=0
shrinkage=0.05


Tree=242
num_leaves=31
num_cat=0
split_feature=131 61 112 35 132 95 37 112 52 109 92 18 92 92 131 39 78 53 39 5 62 118 60 38 92 129 76 95 73 74
split_gain=1.18635 2.39198 2.1747 3.05543 1.45439 4.41128 3.0619 5.66481 2.62608 3.91181 2.62317 1.82559 1.65357 1.49727 1.3877 1.88081 3.61957 3.16684 1.83954 1.78136 1.78024 1.68621 1.40486 1.47716 1.36453 1.32485 2.24459 1.74783 1.62525 2.85916
threshold=332.50000000000006 0.33407317101955419 -0.87878364324569691 15.34999990463257 1017.8500061035157 -0.957025647163391 15.650000095367433 -0.95878320932388295 7.555000066757203 0.70775312185287487 -0.81469601392745961 15.405000209808351 0.96590647101402294 -0.91088432073593129 318.50000000000006 16.650000572204593 8.6949996948242205 0.76499998569488536 12.84999990463257 8.6500000953674334 0.28001652657985693 0.52247866988182079 0.31971502304077154 15.650000095367433 0.9953901767730714 276.50000000000006 26.035000801086429 0.88865765929222118 0.58895975351333629 0.53955703973770153
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=4 2 3 -2 14 8 10 13 9 -6 11 -7 -12 -8 -1 18 -17 -18 25 -19 -20 22 -22 -24 -3 -16 -27 28 29 -28
right_child=1 24 -4 -5 5 6 7 -9 -10 -11 12 -13 -14 -15 15 16 17 19 20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=5.6544407571837985e-06 -0.00014114778423023346 -0.00024028045084408564 -0.0036173294650591382 0.020856449728654254 -0.013968669542353727 -0.0061720375231323907 0.0067563921967318851 0.0005469446626609431 0.00077869954642020411 0.0028658310697776165 -0.00045321142513837244 0.0025296006490149211 0.010141451787706968 0.02238072294984823 -0.0017253887501001187 -0.00083814343551075481 0.026956393796464674 0.010458910561312817 -0.0045000689531421679 -0.0022940474255990825 -0.0085034949258427899 0.00093099819516061959 -6.0440984369614064e-05 -0.0038887800158362001 -0.011712381498028453 0.0035549566045147852 -0.0015253033323383983 0.013935732214965605 -0.0014198141792932089 0.014083424985408783
leaf_weight=1300449 99 8440 933 21 148 325 23 199 79 45 7963 74 37 46 245 161 23 98 212 38 61 2857 1346 310 26 1164 71 22 609 50
leaf_count=1300449 99 8440 933 21 148 325 23 199 79 45 7963 74 37 46 245 161 23 98 212 38 61 2857 1346 310 26 1164 71 22 609 50
internal_value=1.13898e-06 -0.000555042 -0.00280243 0.00353343 5.15999e-06 -0.000630444 -0.000433675 0.00482743 -0.00690031 -0.0100435 -0.000601549 -0.0045582 -0.000404211 0.0171726 9.50472e-06 0.000698522 0.00444642 0.00979746 0.000525882 0.00689558 -2.08402e-05 0.000186767 -0.00105159 -0.000777099 -0.000275513 0.00173672 0.00217942 5.0258e-05 -0.000368208 0.00492458
internal_weight=1.32617e+06 9519 1053 120 1.31666e+06 8939 8667 268 272 193 8399 399 8000 69 1.30772e+06 7267 320 159 6947 136 4786 4574 1717 1656 8466 2161 1916 752 730 121
internal_count=1326174 9519 1053 120 1316655 8939 8667 268 272 193 8399 399 8000 69 1307716 7267 320 159 6947 136 4786 4574 1717 1656 8466 2161 1916 752 730 121
is_linear=0
shrinkage=0.05


Tree=243
num_leaves=31
num_cat=1
split_feature=17 31 38 92 113 36 93 98 13 96 18 65 39 93 63 8 80 77 101 136 121 13 28 20 110 75 62 39 58 93
split_gain=1.16317 1.15756 1.96184 1.89137 1.85235 3.44835 2.81685 3.49136 2.26034 3.01866 2.28162 2.22084 1.96489 1.75294 1.8721 1.73322 1.58618 1.50974 1.38517 1.45943 1.81981 1.38448 1.98897 1.42075 1.41654 1.37761 1.59439 2.01634 1.36572 1.35413
threshold=1.0000000180025095e-35 1023.1499938964845 7.1499998569488534 0.12823829799890521 -0.82409480214118946 10.650000095367433 -0.38204734027385706 -0.77131271362304676 2.1650000810623173 -0.62210920453071583 11.120000362396242 0.9350000023841859 17.650000572204593 -0.56479567289352406 0.38718733191490179 3.0499999523162846 297.56445312500006 2.4550000429153447 -0.85464283823966969 0 -0.99353402853012074 0.72500002384185802 1020.2500000000001 5.1050000190734872 -0.21984866261482236 0.85295313596725475 0.60168257355690014 9.7500000000000018 264.70442199707037 -0.65452554821968068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 28 4 21 6 7 15 10 -10 -7 -9 18 14 -13 -6 -14 -8 -12 20 -20 22 -4 24 -23 -19 27 -27 -3 -5
right_child=1 2 3 29 5 8 17 11 9 -11 12 13 16 -15 -16 -17 -18 25 19 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.010574409559082664 1.4680418216508152e-05 0.020124309482052922 0.015890859656680661 -0.0029964351806899552 0.013676818282428114 -0.0047822491536105571 0.008568667360102861 -0.0037538940645754342 -0.00046397623612187602 0.014749174759102366 -0.010750987660139801 0.019282003673479747 3.4648409178551059e-05 0.027342862254452139 0.004131637639577755 -0.0013142846873961389 0.016547769874943278 -0.0033846670979431645 0.015150038590654731 -0.0034673273580581006 -0.00027047288308422717 0.0082071778112246356 0.0015827492660928648 -0.00038804035590060438 -0.0043554865291303762 -0.0012029270353239208 -0.0064868027979338716 0.020226189079087065 0.0018677793132762116 -5.8348115847355693e-05
leaf_weight=26 1225447 20 26 394 22 1117 36 20 346 36 44 38 33 21 44 156 26 343 20 518 441 24 369 11876 345 21 22 23 21 84299
leaf_count=26 1225447 20 26 394 22 1117 36 20 346 36 44 38 33 21 44 156 26 343 20 518 441 24 369 11876 345 21 22 23 21 84299
internal_value=1.08203e-06 1.28937e-06 -0.000161669 -0.000166123 -0.000665285 -0.00171499 0.00127916 0.00501492 -0.0025804 0.000969724 -0.00319712 0.0114929 -0.00156071 0.0144535 0.0111525 0.000538548 0.00731162 -0.00124772 -0.0020724 -0.00168236 0.000390068 -0.000388991 0.00252455 -0.000482976 -0.0035384 -0.00211176 0.0045035 0.00999866 0.0107734 -7.20164e-05
internal_weight=1.32617e+06 1.32615e+06 100701 100660 15967 3327 746 301 2581 382 2199 123 1082 103 82 178 59 445 1023 979 461 12640 395 12245 369 409 66 44 41 84693
internal_count=1326174 1326148 100701 100660 15967 3327 746 301 2581 382 2199 123 1082 103 82 178 59 445 1023 979 461 12640 395 12245 369 409 66 44 41 84693
cat_boundaries=0 1
cat_threshold=688
is_linear=0
shrinkage=0.05


Tree=244
num_leaves=31
num_cat=1
split_feature=124 136 111 52 86 105 41 31 74 112 32 32 65 11 31 39 91 90 94 59 98 67 105 24 89 27 69 30 58 91
split_gain=1.14371 3.47635 6.50951 7.90747 4.06378 4.56383 5.12577 5.95283 4.92108 4.39053 3.9647 3.66927 3.57909 3.61437 4.42201 3.3799 3.30654 4.48956 3.25709 3.26559 3.52967 3.54923 3.93312 3.27676 3.4435 3.9525 3.24463 3.10899 3.20069 3.56169
threshold=0.95878320932388317 0 0.95058631896972667 1.5349999666213991 0.87338650226593029 -0.49221144616603846 12.650000095367433 1015.6499938964845 0.63832905888557445 -0.91702514886856068 15.449999809265138 12.750000000000002 13.565000057220461 6.4500000476837167 1012.0499877929689 11.750000000000002 -0.095968913286924348 -0.3726313561201095 -0.73750489950180043 319.27839660644537 -0.91891655325889576 1.0349999666213991 -0.41984336078166956 313.50000000000006 -0.82967427372932423 329.50000000000006 300.36859130859381 1020.3500061035157 261.86422729492193 -0.91167527437210072
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 11 -9 -10 -2 13 14 -7 -5 -14 -18 -15 20 26 22 -22 -23 25 -25 -20 28 29 -11
right_child=1 -3 -4 15 -6 12 7 9 10 27 -12 -13 16 18 -16 -17 17 -19 19 -21 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.3088745911776031e-05 0.0012272449843913806 -9.9303493586771723e-05 -1.5015378029728519e-05 -0.00025014518321931408 0.00021165636192111413 0.02397485493309796 -0.0017015854974964724 0.030671782243777725 0.0030036472611220484 0.0197817346613322 0.019515360665281076 -0.0036786350851726992 -0.0019320397485209856 0.016460703208244273 0.0025493301107816502 0.0013783740102393501 -0.0024146638175641948 0.030317153737414629 0.0059453947517352224 -5.0198479075881101e-05 0.0033657533668533519 0.019913888372819336 0.026174843052609101 0.02361929173703009 0.0035559711673990983 0.0049103355099414962 -0.012961766438093037 0.027107934422952975 0.022848619086047017 -0.0041434392701679224
leaf_weight=1213987 1257 61417 29799 8011 1646 25 84 34 2086 21 37 547 264 105 656 5290 22 20 78 133 27 54 63 55 259 58 32 23 24 60
leaf_count=1213987 1257 61417 29799 8011 1646 25 84 34 2086 21 37 547 264 105 656 5290 22 20 78 133 27 54 63 55 259 58 32 23 24 60
internal_value=1.02662e-06 0.00015377 0.000459846 0.00113482 0.00241339 0.003015 0.00209841 0.00909987 0.00165982 0.0147006 0.00329142 -0.000260292 0.00508139 0.00605986 0.00333588 0.00039754 0.000141052 0.0131719 0.0082069 0.00706507 0.00857678 0.0103103 0.0193321 0.00840424 0.00673349 0.0140165 0.00044513 0.0104583 0.00681121 0.00205938
internal_weight=1.32617e+06 112187 50770 20971 7670 6024 4173 246 3927 162 2123 1804 1851 1545 681 13301 306 42 864 759 626 516 90 426 372 113 110 128 105 81
internal_count=1326174 112187 50770 20971 7670 6024 4173 246 3927 162 2123 1804 1851 1545 681 13301 306 42 864 759 626 516 90 426 372 113 110 128 105 81
cat_boundaries=0 1
cat_threshold=144
is_linear=0
shrinkage=0.05


Tree=245
num_leaves=31
num_cat=1
split_feature=113 79 34 28 24 20 22 23 31 88 20 98 67 79 31 54 67 21 12 65 78 32 125 31 120 27 136 96 96 101
split_gain=1.75649 3.48567 2.96016 2.423 2.1707 3.71187 4.50382 4.01608 3.24604 2.9329 3.04818 3.00844 2.78547 2.67519 2.48603 2.29085 2.17512 4.13562 2.54816 2.09659 2.75426 3.05267 2.1295 2.13159 2.07961 2.01846 1.97037 2.78947 3.11293 3.40379
threshold=0.061046212911605842 2.3750000000000004 12.050000190734865 1007.3500061035157 200.50000000000003 4.4249999523162851 4.4149999618530282 5.4649999141693124 1013.4500122070314 -0.46362768113613123 8.8450002670288104 1.0000000180025095e-35 1.4750000238418581 4.1150000095367441 1011.4500122070314 0.84499999880790722 3.685000061988831 6.555000066757203 0.74500000476837169 19.73499965667725 11.894999980926515 13.550000190734865 -0.96359375119209278 1009.6499938964845 0.44618082046508795 284.50000000000006 0 -0.96832004189491261 -0.99468311667442311 0.031812166795134551
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 1 2 2 2
left_child=-1 -2 -3 -4 5 7 15 8 -5 26 11 19 13 -6 -12 -7 18 -18 -13 20 -11 22 -22 -24 -16 -25 27 28 -8 -30
right_child=1 2 3 4 12 6 9 -9 -10 10 14 16 -14 -15 24 -17 17 -19 -20 -21 21 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-9.3327205569854128e-06 -2.2964463486181373e-06 -0.00070825043076392724 -0.0011575464868289031 0.022918488919025377 -3.4024901051313232e-05 -0.021258896992852293 0.0028267187708667643 0.028515808921880451 0.00012665474157566665 0.0021013527365197774 -0.010228726674209942 -0.015809207644668363 -0.00016967972865065649 0.0046838712850243566 0.0061097647125448419 -0.0021682468200610442 -0.01566068651282216 -0.0017657663864871272 0.0023477921172786959 0.015312209569258682 -0.011133368181064725 -0.0066551123096477887 0.019824800183996558 -0.0026346860550984278 0.02275808556121774 0.010171562097966672 0.0028635093837200924 0.0052751851212337825 0.010045167931821197 0.036406902432441712
leaf_weight=1287241 25465 2088 882 21 522 30 29 26 61 2852 22 21 2821 708 302 33 73 201 242 28 25 201 20 80 20 50 948 323 24 25
leaf_count=1287241 25465 2088 882 21 522 30 29 26 61 2852 22 21 2821 708 302 33 73 201 242 28 25 201 20 80 20 50 948 323 24 25
internal_value=5.75595e-07 0.000334959 0.00101237 0.00135162 0.00157958 0.00221228 0.0020336 0.0113928 0.00596359 0.00218625 0.00152608 0.00111735 0.000696064 0.00268164 0.00603279 -0.011259 -0.00235005 -0.0054677 0.000897994 0.00168922 0.00157105 -0.00245136 0.00237694 0.00462866 0.00714382 0.00229079 0.00421079 0.00714627 0.0158107 0.023495
internal_weight=1.32538e+06 38143 12678 10590 9708 5657 5549 108 82 5486 4137 3793 4051 1230 344 63 537 274 263 3256 3228 376 175 150 322 130 1349 401 78 49
internal_count=1325384 38143 12678 10590 9708 5657 5549 108 82 5486 4137 3793 4051 1230 344 63 537 274 263 3256 3228 376 175 150 322 130 1349 401 78 49
cat_boundaries=0 1
cat_threshold=257
is_linear=0
shrinkage=0.05


Tree=246
num_leaves=31
num_cat=2
split_feature=112 89 114 52 31 67 136 32 72 85 94 108 8 124 136 16 56 23 12 106 28 122 65 100 31 119 135 72 8 89
split_gain=1.58605 2.94582 2.68275 2.16742 4.42529 3.42865 2.26578 2.074 2.00035 2.06581 1.78407 5.24367 3.97882 3.94831 4.28343 4.64993 3.93024 3.72044 4.8301 6.9684 4.01769 3.86967 3.67462 3.551 3.39543 3.32592 3.10599 3.00068 3.05598 2.91567
threshold=0.04361772537231446 0.11614706739783288 0.93663650751113903 0.19500000029802325 1013.2500000000001 0.91500002145767223 0 12.250000000000002 0.4245035201311112 0.82681635022163402 -0.86050224304199208 -0.072251774370670305 15.550000190734865 0.88697704672813427 1 9.5450000762939471 184.88545227050784 5.6649999618530282 0.63499999046325695 -0.97236856818199147 1016.3500061035157 -0.58068084716796864 19.73499965667725 0.78736340999603283 1018.6499938964845 0.9536806344985963 1016.8500061035157 0.55458760261535656 3.2500000000000004 -0.84663856029510487
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 -3 -6 -5 8 9 -8 11 24 13 14 17 23 -14 29 19 21 22 -19 -20 25 -1 26 -16 28 -22 -13
right_child=1 2 -4 6 5 -7 7 -9 -10 -11 -12 12 16 -15 15 -17 -18 18 20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0008473213262211323 0.00018408450296118935 0.023113534862447219 -0.010218748535313037 -0.0050340399335373227 -0.010563114435045106 0.0087379483996253265 -0.0019452440800766151 0.0023376757207099535 -0.0048995055861946355 0.018800279777497056 9.3267534821991212e-06 0.00019760018780038275 -0.0098596658389637805 -0.00088950899137539433 0.00055339342398202842 -0.00016108144928336619 -0.0017016854250293022 0.010243442385884313 0.00035019090313205152 -0.0013144928460202083 0.0029016098715810732 0.038636762617776793 -0.0061993329622848916 0.0027296572742509049 -0.0035360186932554363 0.013535608033820682 -0.0037279200736359459 -0.0032881201843464481 -0.0025119581664438118 -0.0031188931741586083
leaf_weight=13187 37289 36 46 113 33 76 30 2642 188 20 1169748 921 185 12001 33840 37074 731 24 8064 58 504 24 220 1917 1289 49 429 1743 540 2363
leaf_count=13187 37289 36 46 113 33 76 30 2642 188 20 1169748 921 185 12001 33840 37074 731 24 8064 58 504 24 220 1917 1289 49 429 1743 540 2363
internal_value=5.47896e-07 0.000308733 0.00176854 0.00194426 0.0079144 0.00289451 0.00165503 0.00192826 -0.00253554 0.00635297 -9.15953e-06 -0.000196931 -6.90017e-05 -3.88851e-05 7.74228e-05 0.000232568 -0.00334931 -0.000708743 -0.000274516 0.010348 -0.000376222 0.0244401 0.000176254 0.000635395 -0.00108673 0.00051841 0.000499797 -0.00201839 0.000101488 -0.00218878
internal_weight=1.32538e+06 40473 3184 3138 145 109 2993 2880 238 50 1.28491e+06 115163 100687 99771 87770 73309 916 14461 11177 106 11071 48 8284 36235 14476 34318 34269 2787 1044 3284
internal_count=1325384 40473 3184 3138 145 109 2993 2880 238 50 1284911 115163 100687 99771 87770 73309 916 14461 11177 106 11071 48 8284 36235 14476 34318 34269 2787 1044 3284
cat_boundaries=0 1 2
cat_threshold=6208 7312
is_linear=0
shrinkage=0.05


Tree=247
num_leaves=31
num_cat=0
split_feature=113 54 2 112 75 105 29 73 21 30 119 71 24 94 109 21 88 55 107 85 59 124 86 31 86 91 24 57 60 21
split_gain=1.5465 3.1658 3.06343 2.44193 2.81709 2.35498 4.74404 5.88643 2.46372 2.26592 2.10384 1.90454 1.84993 1.81742 1.875 2.87034 1.84969 2.41297 1.81295 1.74981 1.74786 2.43237 2.36423 1.87923 2.00378 1.83128 1.801 1.68977 1.697 1.68491
threshold=0.061046212911605842 2.1950000524520878 93.500000000000014 0.21643137186765674 0.42607992887496954 0.33269517123699194 1013.7500000000001 0.44002303481101995 5.4549999237060556 1011.5499877929689 0.46173103153705602 287.45816040039068 185.50000000000003 -0.99353912472724903 -0.99313062429428089 4.5050001144409189 -0.34208758175373072 1.2450000047683718 -0.99014458060264576 0.81185930967330944 227.32180786132815 0.55191597342491161 0.82962122559547435 1011.4500122070314 0.83966031670570385 -0.041998639702796929 199.50000000000003 147.75666809082034 0.29860764741897589 6.0350000858306894
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 13 9 4 -4 10 -7 -8 -9 11 -5 -3 27 20 15 -15 17 -17 -14 -19 23 22 -22 24 26 -25 -2 -11 -29 -12
right_child=1 2 3 5 -6 6 7 8 -10 12 29 -13 18 14 -16 16 -18 19 -20 -21 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-8.7785737667728168e-06 0.0044323291273030922 -0.0041522858276502967 0.0026750434702040673 0.0017363611016148835 0.00046207746322137659 0.00093265615054406227 -0.0013750759823976653 0.017128285807557403 0.041123303823658953 -0.0065151902983175986 0.011172904885831503 0.0015091852766436851 -0.00800903582279462 0.02082298205792904 2.1967159763532395e-05 0.020851644270199664 -0.0036545326385427923 0.014908793345093728 -0.00039225611976631195 -0.0026412250588134845 0.014281687734689078 -0.012001952603459359 -0.0056470263241366909 -0.0094146894952638546 0.014541976351756603 -0.0017216379071391232 -0.014694322846189607 -0.0057695750418034469 0.0033328477893372361 0.0031540462181770378
leaf_weight=1287241 32 604 1901 1425 5906 80 23 20 23 53 114 197 86 25 25240 24 68 20 853 49 46 20 22 183 24 134 20 55 742 154
leaf_count=1287241 32 604 1901 1425 5906 80 23 20 23 53 114 197 86 25 25240 24 68 20 853 49 46 20 22 183 24 134 20 55 742 154
internal_value=5.18602e-07 0.000314278 0.000977094 0.00138704 0.00100093 0.00302618 0.00911909 0.019042 0.0299628 -0.000549692 0.00250074 -0.00275989 0.000439894 1.2261e-06 5.88261e-05 0.00506055 0.00261296 0.00719565 -0.00108985 0.00244574 -0.00304355 0.00332595 0.00783416 -0.0044698 0.00259152 -0.00616274 -0.00292408 0.00212981 0.0027047 0.00656505
internal_weight=1.32538e+06 38143 12236 9646 7807 1839 146 66 43 2590 1693 801 1789 25907 25426 186 161 93 939 69 481 88 68 393 76 317 52 850 797 268
internal_count=1325384 38143 12236 9646 7807 1839 146 66 43 2590 1693 801 1789 25907 25426 186 161 93 939 69 481 88 68 393 76 317 52 850 797 268
is_linear=0
shrinkage=0.05


Tree=248
num_leaves=31
num_cat=0
split_feature=113 79 34 36 27 74 115 69 20 66 0 70 23 85 83 15 113 112 86 52 24 54 107 29 119 6 34 14 10 21
split_gain=1.39571 2.95109 2.63436 2.08968 2.67759 2.41619 2.47287 4.14536 2.20886 2.04573 2.01557 2.02181 2.09392 1.99102 2.17675 1.83294 1.82845 1.79354 2.94105 3.02207 3.35482 2.76241 2.38003 2.3158 2.25607 3.65754 2.72939 2.60628 2.81747 2.09703
threshold=0.061046212911605842 2.3750000000000004 12.050000190734865 11.250000000000002 107.50000000000001 0.53640177845954906 -0.41467745602130884 269.58348083496099 4.2149999141693124 1.4950000047683718 32.500000000000007 187.79666900634768 6.5450000762939462 0.81436777114868175 319.36302185058599 1.2050000429153445 0.84335932135581981 0.21643137186765674 0.86655429005622875 0.23499999940395358 128.50000000000003 2.3149999380111699 -0.62984895706176747 1013.5499877929689 0.31729258596897131 9.3499999046325701 12.250000000000002 2.9850000143051152 8.6500000953674334 5.3949999809265146
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 -2 3 5 -5 6 -3 -8 -6 -7 11 15 13 14 -13 -4 -15 29 19 20 -19 -20 -23 -24 26 -26 -21 28 -28 -12
right_child=1 2 10 4 8 9 7 -9 -10 -11 17 12 -14 16 -16 -17 -18 18 21 24 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-8.3396455196938413e-06 -1.1754562139123983e-05 0.0015524449965806895 0.0034426703397813885 -0.011975449341679774 0.011844869060141426 -0.012794521090484436 0.0047857633944262158 0.028419354876470088 -0.0016600014674980998 0.00047562038246289144 0.0028966006939530387 -0.0062771400556050185 0.0027182154005482052 0.0001949841596454136 0.0037994187907315793 -0.0053828553799199078 0.015548942182795145 0.026642354602615038 -0.009206098004313849 0.01809609915750722 0.0041424515430588983 -0.0031940196308174306 0.0014925513274558799 0.020350780538973157 0.005187445262600697 0.022269032070309752 0.0029026548038368085 0.015856328357326813 -0.0032994553941283937 0.00075345727485582378
leaf_weight=1287241 25465 121 74 62 31 31 55 28 1300 460 1449 253 667 636 68 287 20 30 87 27 37 98 41 27 242 36 869 33 232 5377
leaf_count=1287241 25465 121 74 62 31 31 55 28 1300 460 1449 253 667 636 68 287 20 30 87 27 37 98 41 27 242 36 869 33 232 5377
internal_value=4.92671e-07 0.000298564 0.000921868 -0.000701307 -0.00181858 0.00153807 0.00611179 0.0127585 -0.00134546 -0.000362209 0.0012419 -0.000185456 0.000558566 -0.000915831 -0.00414254 -0.00357374 0.000663093 0.00157526 0.00299892 0.0038369 0.014217 -0.00198924 0.00179308 0.00898038 0.0033536 0.00739945 0.00238483 0.00201075 0.00159576 0.0012084
internal_weight=1.32538e+06 38143 12678 2088 1393 695 204 83 1331 491 10590 2005 1644 977 321 361 656 8585 1759 1506 67 253 166 68 1439 278 1161 1134 1101 6826
internal_count=1325384 38143 12678 2088 1393 695 204 83 1331 491 10590 2005 1644 977 321 361 656 8585 1759 1506 67 253 166 68 1439 278 1161 1134 1101 6826
is_linear=0
shrinkage=0.05


Tree=249
num_leaves=31
num_cat=0
split_feature=112 79 32 57 114 19 20 1 111 116 93 119 61 102 31 123 60 123 126 99 17 115 112 100 97 4 36 120 107 68
split_gain=1.28254 2.48045 3.19789 2.6316 2.40223 2.13114 2.41961 1.90296 2.52066 3.45383 2.63463 2.64987 2.49827 2.18244 2.33349 1.98311 1.9385 2.82542 3.3133 2.82952 1.91439 2.49992 1.87256 1.86027 2.13326 1.83257 1.82486 1.78351 1.74457 1.71708
threshold=0.04361772537231446 1.3149999976158144 12.250000000000002 173.51110839843753 0.93663650751113903 4.6550002098083505 4.0350000858306894 335.50000000000006 0.98299360275268566 0.19936034083366397 0.50586611032485973 -0.95368063449859608 0.31944648921489721 0.40699815750122076 1016.1499938964845 0.9996192753314973 0.37489013373851782 0.35019405186176306 -0.11319890245795249 -0.9321778118610381 6.0650000572204599 0.31729258596897131 0.11319890245795251 0.30547255277633673 -0.93586707115173329 6.9500000476837167 11.250000000000002 0.46173103153705602 -0.29638524353504175 282.29063415527349
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 -2 5 4 -4 -3 -7 8 9 10 15 -12 -10 29 -15 16 17 18 19 27 -21 -22 -11 25 -25 -9 -8 -5 -20 -13
right_child=1 2 3 7 -6 6 26 23 12 22 11 13 -14 14 -16 -17 -18 -19 28 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.2612935676551208e-06 -4.5677119043912684e-05 -0.013245775636888163 0.0025445336971113095 0.0037239781201437666 -0.011918446431257602 0.01260501330732094 0.0011383154594064267 -0.0026641634189209706 0.025417375322431324 0.0057289646582847293 -0.0064745512441731993 0.008561642623473224 0.0041046874555335806 0.0080324218600253527 0.028198667375657422 0.014701758796134249 0.00035345673833038835 -0.00099661046255537919 0.0020176911080263538 0.019451224915683268 0.0057991325555761582 0.019348333070152685 -0.0039920499662864954 0.011926300594032827 -0.00064304827359215968 -0.014119204356776258 -0.0016886805723715628 -0.0082184252853039659 -0.005037608939987284 -0.0061423674261627294
leaf_weight=1284911 24061 34 2875 108 29 34 825 430 20 55 32 84 44 32 26 26 6105 672 1840 35 327 38 499 44 145 38 1853 44 92 26
leaf_count=1284911 24061 34 2875 108 29 34 825 430 20 55 32 84 44 32 26 26 6105 672 1840 35 327 38 499 44 145 38 1853 44 92 26
internal_value=4.68038e-07 0.000277601 0.000751547 0.00106441 0.0024001 -0.000805463 -0.0006495 0.000703986 0.000873518 0.000810472 0.00103456 0.00671247 0.0107649 0.00922428 0.0170725 0.000912285 0.000873572 0.00187969 0.00265782 0.00607414 0.00828086 0.00720973 -0.00302697 -0.00190351 0.00228315 -0.00359427 -0.00081778 0.000266967 0.00168172 0.00508615
internal_weight=1.32538e+06 40473 16412 13666 2904 2746 2712 10762 10105 10041 9487 200 64 168 58 9287 9261 3156 2484 552 400 365 554 657 189 468 2678 152 1932 110
internal_count=1325384 40473 16412 13666 2904 2746 2712 10762 10105 10041 9487 200 64 168 58 9287 9261 3156 2484 552 400 365 554 657 189 468 2678 152 1932 110
is_linear=0
shrinkage=0.05


Tree=250
num_leaves=31
num_cat=0
split_feature=21 37 89 122 13 22 72 33 78 12 121 6 77 104 108 13 61 21 89 35 77 2 73 89 29 119 52 0 91 79
split_gain=1.50106 1.65999 1.55818 2.03539 1.35524 1.30267 5.04744 3.43789 3.17522 3.4757 2.65172 2.37744 2.33672 3.10389 2.55068 2.33071 2.57476 3.50802 2.57675 2.4466 2.42227 2.30346 2.20135 2.7845 2.64663 2.42233 2.60708 4.45053 3.80751 4.07127
threshold=1.0000000180025095e-35 6.5499999523162851 -0.91349563002586354 -0.3172925859689712 2.554999947547913 5.1849999427795419 0.38606600463390356 22.150000572204593 2.6049998998641972 2.0249999761581425 0.99687939882278453 12.949999809265138 22.085000038146976 -0.99385154247283924 0.39505524933338171 2.0349999666213994 0.36222420632839208 5.0050001144409189 -0.49277311563491816 14.84999990463257 23.275000572204593 342.50000000000006 0.54851222038269054 -0.52954083681106556 1022.4500122070314 -0.96359375119209278 0.31499999761581426 271.50000000000006 0.068035371601581587 11.175000190734865
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 2 -2 4 -4 6 22 8 10 11 21 12 -10 -14 -15 16 17 -16 20 -17 -19 -8 23 24 25 -3 27 28 29 -27
right_child=1 5 3 -5 -6 -7 7 -9 9 -11 -12 -13 13 14 15 19 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.013060523895549993 0.018805352310162216 0.0046868495010723892 0.018126393693753264 -0.0092108273413026801 0.00014277585316449404 1.5816506867947874e-05 -0.0019694278609964804 0.018313900785869919 -0.00029256868573718638 -0.0018738703055947534 0.0087645858114895735 -0.0055336029347094621 0.022242303197272124 -0.0060760028442018669 -0.00035995627905047222 0.0018705423205009212 0.0014297103564554856 0.022660982911854619 0.026937877082903135 -0.013640915242762404 0.0016515078927006794 0.0040775969322342544 -0.0029302706083470932 2.908735251975692e-07 -0.0040417646928447258 0.0027826669208990407 0.00045609937552658174 -0.00016197046541587565 0.015277584907081393 0.015601440387378845
leaf_weight=22 21 466 22 22 20 1197928 5650 24 31138 3771 60 213 20 80 43 206 118 23 38 29 34 162 609 78940 249 538 5230 612 90 70
leaf_count=22 21 466 22 22 20 1197928 5650 24 31138 3771 60 213 20 80 43 206 118 23 38 29 34 162 609 78940 249 538 5230 612 90 70
internal_value=-1.75985e-07 4.06325e-08 0.00698718 0.00310934 0.00956277 -4.07146e-07 -0.000151753 -0.000604523 -0.000615441 -0.00043828 -0.00169292 -0.000268797 -0.000233454 0.0028811 0.00220295 0.00355187 0.00685243 0.0114892 0.0168526 -4.36375e-05 0.010129 -0.00180088 6.52796e-05 8.64443e-05 0.00102386 0.0012039 0.000955724 0.00295041 0.00567931 0.00425851
internal_weight=1.32645e+06 1.32643e+06 85 64 42 1.32634e+06 128413 41609 41585 35713 5872 31942 31729 591 571 491 256 138 95 235 57 5812 86804 86195 7255 7006 6540 1310 698 608
internal_count=1326448 1326426 85 64 42 1326341 128413 41609 41585 35713 5872 31942 31729 591 571 491 256 138 95 235 57 5812 86804 86195 7255 7006 6540 1310 698 608
is_linear=0
shrinkage=0.05


Tree=251
num_leaves=31
num_cat=1
split_feature=37 37 89 131 60 35 134 20 62 88 88 99 115 69 91 55 16 57 88 52 19 52 55 110 5 37 136 3 55 52
split_gain=1.35471 1.49814 1.42127 1.29736 2.4574 4.411 3.49064 2.03594 1.6711 2.8507 2.03474 1.65192 2.24348 1.5554 1.45925 1.36976 1.34841 1.47408 1.22717 9.11588 9.63531 5.13284 5.35195 5.10448 8.68435 5.76876 8.33556 5.31702 4.55846 7.79309
threshold=1.0000000180025095e-35 6.5499999523162851 -0.28830096125602717 332.50000000000006 0.42104910314083105 15.550000190734865 1020.0499877929689 7.1150000095367441 0.30332683026790624 0.34770864248275762 0.021021349355578426 -0.91630128026008595 -0.60873827338218678 187.31144714355472 -0.99227187037467945 4.1749999523162851 5.7200000286102304 207.8283386230469 -0.6934123933315276 2.185000061988831 11.120000362396242 7.1949999332427987 6.0850000381469735 0.23815660178661349 6.9500000476837167 15.449999809265138 0 232.50000000000003 1.1349999904632571 0.70499998331069957
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 1 2 2 2
left_child=-1 2 -2 18 5 7 11 8 10 16 14 -7 -13 -6 -5 -16 17 -10 19 28 -21 22 -22 24 25 26 -20 -27 29 -3
right_child=1 3 -4 4 13 6 -8 -9 9 -11 -12 12 -14 -15 15 -17 -18 -19 23 20 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.012407497655261647 0.01129051627836556 0.00068175911601746938 -0.0023466919484580388 0.0069950986498345932 -0.0116613597287957 0.01178692554655884 0.01983501811720137 0.0037686572785282299 0.011961691995384173 0.012048428773081729 -0.014410261552049115 -0.0095797136425971995 0.010846570860594512 -5.8122783519839053e-05 -0.0061105110421466324 0.0038046056918131232 -0.0027333642613042693 -0.0006086438618123878 -0.002062101567790125 -0.00047136720212257084 7.6066247651388342e-05 -1.375334058835792e-05 0.0010141113393695312 4.4090539570144288e-07 -0.0020100665874705974 0.0010283459257388482 6.1556342504363865e-05 -0.00037743773401502405 0.00083885444500797924 -0.00058164771275873064
leaf_weight=22 56 29589 29 27 29 28 38 126 32 35 56 41 20 7079 326 39 1642 86 8545 97396 32634 189761 28472 815191 8105 11774 10055 15689 48750 20776
leaf_count=22 56 29589 29 27 29 28 38 126 32 35 56 41 20 7079 326 39 1642 86 8545 97396 32634 189761 28472 815191 8105 11774 10055 15689 48750 20776
internal_value=-1.67186e-07 3.86007e-08 0.00663782 -3.86789e-07 -0.000579411 -0.0019291 0.00714904 -0.00241577 -0.00276318 -0.00208137 -0.00549499 0.00173255 -0.00288257 -0.000105463 -0.00422138 -0.00505109 -0.00236236 0.00280026 3.83649e-06 7.11242e-05 -4.92817e-05 0.000114588 0.000513143 -3.07902e-05 -0.000500797 -0.000235234 -0.000915146 0.000225253 0.000494198 0.000160593
internal_weight=1.32645e+06 1.32643e+06 85 1.32634e+06 9604 2496 127 2369 2243 1795 448 89 61 7108 392 365 1760 118 1.31674e+06 447378 348263 250867 61106 869359 54168 46063 18600 27463 99115 50365
internal_count=1326448 1326426 85 1326341 9604 2496 127 2369 2243 1795 448 89 61 7108 392 365 1760 118 1316737 447378 348263 250867 61106 869359 54168 46063 18600 27463 99115 50365
cat_boundaries=0 1
cat_threshold=1841
is_linear=0
shrinkage=0.05


Tree=252
num_leaves=31
num_cat=0
split_feature=21 37 89 122 22 75 97 88 2 15 72 52 15 88 63 112 24 113 110 92 20 29 84 115 120 58 4 59 86 124
split_gain=1.22263 1.35207 1.34859 1.82692 1.19752 4.47657 4.22632 3.46929 3.57639 3.23618 3.29407 3.01963 4.70565 3.0138 3.2615 2.98852 2.88125 4.43553 3.46814 3.44739 2.84715 3.97955 3.83528 2.96955 2.86546 4.2461 2.84604 3.54813 2.85826 2.8376
threshold=1.0000000180025095e-35 6.5499999523162851 -0.91349563002586354 -0.3172925859689712 5.4449999332427987 0.42607992887496954 -0.99974742531776417 -0.66390717029571522 262.50000000000006 0.83499997854232799 0.86343222856521618 0.074999999254941954 1.0950000286102297 -0.95868864655494679 0.29281380772590643 0.70088258385658275 167.50000000000003 0.94260558485984813 -0.072917349636554704 0.010554093867540361 5.4949998855590829 1023.1499938964845 0.64398694038391124 0.21643137186765674 -0.66259482502937306 237.29603576660159 4.7500000000000009 275.29013061523443 0.86190432310104381 -0.59480014443397511
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 2 -2 -4 5 6 13 8 11 10 15 12 -7 -3 29 -9 17 18 19 -11 21 22 -10 -24 -25 -26 27 28 -14 -15
right_child=1 4 3 -5 -6 7 -8 9 20 16 -12 -13 26 14 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.011787122751792141 0.017300558466896682 -0.002828343145123099 0.0088123278182354724 -0.0089738816763694149 1.9503945534242821e-05 -0.00058801199746716414 3.1205004501821513e-05 -0.0021741187872800151 0.022137830907567629 0.0057721615916131175 0.016585556757838831 -0.0010447190433070133 -0.0077626294231620332 -0.0052981724186489977 0.0023985361373168868 -0.011717283135346536 -0.00077701497452540614 -0.012733282612517794 0.00068570678726634913 0.024585854082747743 -0.00057453897088221499 -0.003608215971958208 0.0006817962444407216 0.0011794720986494569 0.024094663705403474 -0.00060111862341208128 0.0016250424124520321 0.023422221403176846 0.0092659660214671809 0.01300467733516901
leaf_weight=22 21 118 42 22 1128846 980 133518 3511 21 248 23 11946 29 24 259 84 23023 47 524 27 7168 534 14640 82 46 28 233 38 164 180
leaf_count=22 21 118 42 22 1128846 980 133518 3511 21 248 23 11946 29 24 259 84 23023 47 524 27 7168 534 14640 82 46 28 233 38 164 180
internal_value=-1.59581e-07 3.59169e-08 0.00630593 0.00269832 -3.68203e-07 -0.000113954 4.97214e-05 -0.00046017 -0.00013656 -0.000882933 -0.00227643 -0.000783666 0.00137599 0.00430493 0.00612291 -0.0023971 -0.00067171 0.00219404 0.00307212 0.00761932 0.000248215 0.000632392 0.000785222 0.000754916 0.00761692 0.0147503 0.0055241 0.00945691 0.00670727 0.0108514
internal_weight=1.32645e+06 1.32643e+06 85 64 1.32634e+06 197495 134099 63396 35909 27487 3618 13390 1444 581 463 3595 23869 846 799 275 22519 15351 14817 14796 156 74 464 231 193 204
internal_count=1326448 1326426 85 64 1326341 197495 134099 63396 35909 27487 3618 13390 1444 581 463 3595 23869 846 799 275 22519 15351 14817 14796 156 74 464 231 193 204
is_linear=0
shrinkage=0.05


Tree=253
num_leaves=31
num_cat=0
split_feature=131 22 97 113 26 61 134 20 100 26 35 105 73 103 91 81 85 53 5 27 99 65 89 53 16 87 97 99 22 2
split_gain=1.15603 2.29276 2.75662 1.6656 2.44887 1.81353 2.96978 1.85983 1.87544 1.7515 1.62812 1.63563 1.5899 1.47666 1.46065 1.14995 2.76836 2.78016 2.61932 2.16521 2.70228 2.40723 2.17058 2.87845 2.06531 2.01345 3.05324 1.96167 2.57521 2.04267
threshold=332.50000000000006 5.3250000476837167 -0.0881364271044731 -0.41467745602130884 336.50000000000006 0.3237347304821015 1020.7500000000001 7.1549999713897714 0.20963155478239062 302.50000000000006 15.550000190734865 -0.4377176165580749 0.77550321817398082 0.86835291981697094 0.15352607518434527 351.49330139160162 0.87649065256118786 0.064999999478459372 9.7500000000000018 357.50000000000006 -0.15342253446578977 58.975000381469734 -0.961277276277542 0.95499998331069957 6.9049999713897714 0.87492412328720104 -0.0881364271044731 -0.91761764883995045 5.1549999713897714 14.500000000000002
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=15 10 3 5 -5 6 7 8 -3 -8 11 -2 -9 -7 -10 -1 18 24 -17 20 21 22 23 -19 -18 -26 -27 -20 -29 -30
right_child=1 2 -4 4 -6 13 9 12 14 -11 -12 -13 -14 -15 -16 16 17 19 27 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=5.9872679875567152e-06 -0.0026725195909445667 0.0067127939697135906 -0.017218971745266268 0.0018160851027095477 0.019662688267417253 -0.00024733157545598142 0.01828535309433937 -0.0056912224739789968 -0.004671618403357925 -0.0015662964526563885 0.010197555023731422 -0.010912017329381064 0.012390666923695996 0.010867963641261061 -0.014845951225020386 -0.00097852320352732436 -0.011924885721369224 0.014693259382368746 -0.0051592994843044186 0.0034392242182922717 -0.0091426223162434078 0.01303324760646438 -0.0042155218729818438 -0.0037823893747539541 0.012559663072087855 -0.005259936075818576 0.0094164483799850426 0.019453650603203903 0.013512059917272208 0.0023852400777230002
leaf_weight=1314055 821 34 24 494 20 7467 25 20 492 20 23 65 31 30 38 914 22 37 56 102 219 23 758 49 53 81 63 28 47 337
leaf_count=1314055 821 34 24 494 20 7467 25 20 492 20 23 65 31 30 38 914 22 37 56 102 219 23 758 49 53 81 63 28 47 337
internal_value=-1.51602e-07 -0.000546727 -0.00029694 -0.000250103 0.00251051 -0.000424058 -0.00293675 -0.003844 -0.00467083 0.0094624 -0.00293606 -0.003277 0.00529973 -0.000202853 -0.0054011 3.83468e-06 -0.00101037 -0.00257159 0.000579091 -0.00352586 -0.00418004 -0.00292651 -0.00336144 0.00416644 0.002605 0.00422763 0.00116098 0.0036211 0.00481455 0.00374712
internal_weight=1.32645e+06 9604 8695 8671 514 8157 660 615 564 45 909 886 51 7497 530 1.31684e+06 2789 1407 1382 1188 1086 867 844 86 219 197 144 468 412 384
internal_count=1326448 9604 8695 8671 514 8157 660 615 564 45 909 886 51 7497 530 1316844 2789 1407 1382 1188 1086 867 844 86 219 197 144 468 412 384
is_linear=0
shrinkage=0.05


Tree=254
num_leaves=31
num_cat=1
split_feature=22 75 15 12 53 30 136 81 3 61 71 126 4 27 14 40 65 74 72 79 1 94 97 95 21 75 101 36 12 104
split_gain=1.12423 4.48963 2.91007 3.26971 3.13797 3.58269 3.91202 4.73899 4.31135 3.49353 3.28698 3.76555 3.54683 2.94931 4.38074 3.19775 2.94585 3.21205 3.35963 2.93358 3.08365 3.06419 2.88252 2.67942 3.32103 2.67475 2.61246 2.5997 3.01575 2.59331
threshold=5.1849999427795419 0.42607992887496954 0.79500001668930065 2.4750000238418584 0.2650000005960465 1009.7500000000001 0 326.60360717773443 317.50000000000006 0.17401388287544253 279.57756042480474 -1.0000000180025095e-35 6.1499998569488534 252.50000000000003 0.90500000119209301 8.9499998092651385 0.15500000119209292 0.37956339120864874 0.40362147986888891 8.3750000000000018 286.50000000000006 -0.95183050632476796 -0.99974742531776417 -0.97884383797645558 4.7850000858306894 0.32348178327083593 0.38787113130092626 15.650000095367433 1.2150000333786013 -0.99960762262344349
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 16 4 5 -4 26 9 -9 -8 11 12 19 14 -13 -15 17 18 -3 21 27 -11 25 24 -12 -1 -7 28 -21 -24
right_child=-2 2 3 -5 -6 6 7 8 -10 10 23 13 -14 15 -16 -17 -18 -19 -20 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0094661120970556956 1.4927906143960439e-05 0.013310726999523157 -0.0027259040798526257 -0.0032811273846828672 -0.00058732341790523803 -0.0055137428828073223 -0.00054569920244137992 0.023219304076059068 -0.0018511265067866556 -0.010631531590352888 -0.0022106593607791832 0.034060321553525605 -0.001953791647776571 0.0054915592757856201 0.0028517030908361725 -0.012637890920042992 -0.0012003328750621845 -0.0061216799705786813 -0.0045411247340962288 0.02139321230351925 -0.010416721422225238 0.0025809837137323603 0.0032909651346306381 -0.00073866066483048247 0.025587743969464845 0.00113401571700636 -0.00011489449481880904 0.0051110392189646489 -0.00062210570089519027 1.1653483155326726e-05
leaf_weight=153 1198010 47 728 958 24359 333 1697 47 27 46 21 22 477 898 23 25 5415 585 60 70 20 953 607 986 22 260 685 113 20 88781
leaf_count=153 1198010 47 728 958 24359 333 1697 47 27 46 21 22 477 898 23 25 5415 585 60 70 20 953 607 986 22 260 685 113 20 88781
internal_value=-1.44022e-07 -0.000140728 -0.000591407 -0.000403392 -0.000316072 0.000599969 0.000973329 0.00150207 0.014072 0.00133237 0.00219468 0.00312087 0.00170275 0.00560991 0.0181092 0.00500051 -0.0015929 -0.00466481 0.00330034 0.00313005 0.00831523 0.0019726 5.31774e-05 -0.000205843 0.0120118 0.00422072 -0.00186263 0.0101607 0.0165009 3.3922e-05
internal_weight=1.32645e+06 128438 38637 32530 31572 7213 6485 5467 74 5393 3696 2667 1699 968 45 923 6107 692 107 1222 223 999 89801 1029 43 413 1018 203 90 89388
internal_count=1326448 128438 38637 32530 31572 7213 6485 5467 74 5393 3696 2667 1699 968 45 923 6107 692 107 1222 223 999 89801 1029 43 413 1018 203 90 89388
cat_boundaries=0 1
cat_threshold=1680
is_linear=0
shrinkage=0.05


Tree=255
num_leaves=31
num_cat=1
split_feature=88 1 59 115 106 30 136 75 90 84 52 31 63 92 74 32 92 52 10 73 75 73 109 24 57 22 53 8 72 75
split_gain=1.37737 3.05464 3.88549 3.64797 2.76665 3.591 2.55609 2.99398 2.67719 3.5039 2.27378 2.61758 2.88876 2.14452 3.85207 3.42388 3.16371 2.96767 2.72063 2.6127 4.25274 4.15383 3.49962 3.14837 2.85198 2.81259 2.86771 2.89006 2.73706 2.7262
threshold=0.76578259468078624 123.50000000000001 147.11555480957034 0.64942333102226268 -0.99990627169609059 1013.9500122070314 0 0.8734329640865327 -0.74596008658409108 0.79363888502120983 1.0549999475479128 1014.3500061035157 0.5000898838043214 0.41810996830463415 0.82391586899757396 9.3499999046325701 0.39972901344299322 3.5949999094009404 15.750000000000002 0.76616564393043529 0.79228490591049205 0.73598122596740734 0.88349428772926342 332.50000000000006 193.68055725097659 7.5850000381469735 2.5149999856948857 12.449999809265138 0.69405192136764537 0.68357345461845409
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 8 13 9 -6 11 -4 -13 15 18 -8 17 19 -15 20 22 24 25 -24 -22 26 -17 28 -28 -25
right_child=1 3 10 -5 6 -7 7 -9 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 21 -23 23 29 -26 -27 27 -29 -30 -31
leaf_value=-3.92651409555788e-06 -0.010294593997139508 0.024309567197297627 -0.0037362261452691548 0.014352417437273057 0.0088055928200483323 -0.001969265938924554 -0.0065870371860476994 -0.0081074971815740526 -0.00070728338873013864 -0.011305647978697155 -0.0041244874769812831 0.0047684101778764695 -0.010413611217268876 -0.004680942053480611 0.014093278368818574 0.0021205146919601767 0.014650153264749883 -0.003487388290349531 0.012588945719956732 -0.0024505036304670567 0.019180874905452647 0.028761121285734353 -0.0096847141059819911 0.0050387280941898123 3.1265813731035943e-05 -0.0080023575223005221 0.0035395318250005751 0.022735571805387739 0.021352171663194894 -0.012210751864416846
leaf_weight=1320264 157 26 232 43 25 26 149 110 250 162 573 299 35 458 32 1414 43 327 24 343 29 27 119 109 59 61 157 30 25 29
leaf_count=1320264 157 26 232 43 25 26 149 110 250 162 573 299 35 458 32 1414 43 327 24 343 29 27 119 109 59 61 157 30 25 29
internal_value=-7.17784e-06 -0.000806101 -0.00292061 -0.000133939 -0.000288355 0.0111702 -0.000437989 1.24117e-05 -0.00400044 -0.00861698 -0.00190418 0.000343593 0.00317748 0.000272474 -0.00270574 0.000796542 0.00119342 0.00098139 -0.00382103 0.00158975 0.0022628 0.0116056 0.00171012 -0.00372518 0.00634193 0.00253814 0.00293357 0.0083565 0.00598632 0.00141384
internal_weight=1.32564e+06 5373 1296 4077 4034 52 3982 3545 437 187 1139 566 334 3435 514 2921 2772 2729 482 2402 2059 115 1944 257 88 1687 1626 212 182 138
internal_count=1325637 5373 1296 4077 4034 52 3982 3545 437 187 1139 566 334 3435 514 2921 2772 2729 482 2402 2059 115 1944 257 88 1687 1626 212 182 138
cat_boundaries=0 1
cat_threshold=4097
is_linear=0
shrinkage=0.05


Tree=256
num_leaves=31
num_cat=2
split_feature=81 123 93 136 53 85 62 66 117 34 56 114 119 2 28 71 136 60 58 111 100 76 59 103 97 121 88 102 94 67
split_gain=1.32376 4.05061 3.79008 5.31666 4.38467 6.33056 4.91736 3.65832 3.58766 3.40543 3.3868 3.32623 3.45796 3.29877 3.29131 3.21955 3.5928 3.13882 3.0309 2.98699 2.95845 3.53096 3.75829 3.62902 3.72055 3.61543 3.3206 3.2519 3.13582 4.26129
threshold=315.47503662109381 0.18222858756780627 -0.92058238387107838 0 1.9249999523162844 0.87649065256118786 0.36114501953125006 0.15500000119209292 0.31729258596897131 12.34999990463257 284.25770568847662 -0.33379416167736048 -0.98321744799613942 220.50000000000003 1029.1499633789065 310.89422607421881 1 0.48739647865295416 330.60304260253912 0.81390228867530834 -0.62633275985717762 15.335000038146974 160.17214202880862 0.88558077812194835 -0.34315577149391169 -0.96811076998710621 -0.80987381935119618 0.5204685926437379 -0.99353912472724903 0.39499999582767492
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 9 5 6 8 -8 18 19 -11 12 -3 -10 -9 -1 -17 -6 -4 -2 -15 22 -22 24 28 -23 27 -26 -24 -30
right_child=1 11 4 -5 17 -7 7 14 13 10 -12 -13 -14 20 -16 16 -18 -19 -20 -21 21 25 23 -25 26 -27 -28 -29 29 -31
leaf_value=-8.2815857248518982e-06 -0.0038838196489812942 0.012840017551839675 0.0050772988001994215 -0.001412865373588262 -0.00054073304749706851 -0.0003416306385543163 0.017464886869614324 -9.7482100105012712e-05 0.00012663211230493326 0.0016176916603014688 0.012365262777127914 -0.004008778092726306 -0.0009029160213556575 0.0083496474834612085 0.020216953174676748 -0.00059766042598507877 0.00056210559518785693 0.00012187989345153451 0.024480323564438595 0.0059397190756103752 -0.003141977932532531 0.023604062797191242 0.011531236291675552 -0.004553869737310182 0.0360066875460602 0.0028067253371269248 0.0042491666048162565 0.0078354720212519182 -0.01078718414818737 0.0016408081925711662
leaf_weight=1147695 487 46 484 10123 33519 12306 30 6519 2889 2064 76 906 9239 185 20 7831 45107 38288 21 92 524 21 77 231 21 4261 68 20 71 2416
leaf_count=1147695 487 46 484 10123 33519 12306 30 6519 2889 2064 76 906 9239 185 20 7831 45107 38288 21 92 524 21 77 231 21 4261 68 20 71 2416
internal_value=-6.81895e-06 -0.000161667 -7.68696e-05 -0.000886377 2.5078e-05 0.000530948 0.00113224 4.4573e-05 0.00176515 0.00107501 0.00199938 -0.001117 -0.00083483 0.00157227 -3.53489e-05 9.30303e-06 0.000390537 -0.000187423 0.00588416 -0.00232291 0.00210127 0.00195134 0.000755444 0.0014587 0.0019783 0.00290872 0.0110256 0.0222646 0.00159368 0.00128601
internal_weight=1.32564e+06 125004 114813 12842 101971 30164 17858 6569 11289 2719 2140 10191 9285 10784 6539 1.20063e+06 52938 71807 505 579 7895 7710 3428 2904 2673 4282 109 41 2564 2487
internal_count=1325637 125004 114813 12842 101971 30164 17858 6569 11289 2719 2140 10191 9285 10784 6539 1200633 52938 71807 505 579 7895 7710 3428 2904 2673 4282 109 41 2564 2487
cat_boundaries=0 1 2
cat_threshold=608 4228
is_linear=0
shrinkage=0.05


Tree=257
num_leaves=31
num_cat=1
split_feature=60 52 92 88 57 61 12 120 110 59 5 52 57 52 62 92 8 108 23 120 35 7 57 12 38 21 8 136 95 117
split_gain=1.26007 3.95941 3.71123 3.6316 3.44896 4.20697 3.68336 4.61751 3.34109 3.71151 3.2945 3.25536 3.56045 2.90341 2.87472 2.8525 2.71116 3.66832 2.96061 2.65817 2.73047 3.06737 2.66098 2.69559 2.63487 2.62993 2.62007 4.24666 2.61551 3.86234
threshold=0.42731185257434851 4.3150000572204599 -0.95060402154922474 0.24385193735361102 214.78700256347659 0.29669037461280828 2.9050000905990605 0.061046212911605842 0.076143000274896636 242.17890167236331 11.34999990463257 0.31499999761581426 175.24275207519534 0.034999999217689044 0.43380443751811987 -0.38306720554828638 7.2500000000000009 0.19986537098884585 4.3350000381469735 -0.49240480363368982 6.6499998569488534 5.9500000476837167 147.75666809082034 2.7849999666213994 10.050000190734865 8.4949998855590838 11.250000000000002 0 -0.30544450879096979 -0.9366365075111388
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 1 2 2
left_child=1 2 4 11 6 10 -1 -8 14 19 25 12 -2 15 -3 -14 17 18 -17 20 21 -10 -23 -24 -21 -6 -13 -28 29 -4
right_child=3 8 28 -5 5 -7 7 -9 9 -11 -12 26 13 -15 -16 16 -18 -19 -20 24 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00095110229911745954 -0.00140536385491572 -0.0022437492018305442 0.001497209502082565 0.0017548750417985183 0.0016561521321459126 -0.00058149351011870572 -0.011487405720998991 0.005307824939437625 0.00010343279916253921 -0.00080608818642028931 -0.0047652008292560846 -1.8640983632293724e-05 -0.0012209940924106215 0.0011756100692341251 -0.00036748361392432581 0.023154151722274977 0.0029144935133666094 0.028845303765895853 0.0060143104034068532 -0.0095589615340577454 0.00044299270566957265 -0.0074770494935695424 0.0086106122371923371 0.026931377759446269 -0.00044599244562363655 0.018616337153007805 0.00069301974261591864 -0.00015158971787728796 -2.6042003540893618e-05 0.00017385707204482158
leaf_weight=16488 1230 4488 5912 3150 3681 7981 169 54 190 19252 204 362628 156 5910 3745 29 255 24 192 80 13855 22 158 23 9324 23 35159 25800 723626 81829
leaf_count=16488 1230 4488 5912 3150 3681 7981 169 54 190 19252 204 362628 156 5910 3745 29 255 24 192 80 13855 22 158 23 9324 23 35159 25800 723626 81829
internal_value=-6.47855e-06 -4.05195e-05 -1.45145e-05 6.33298e-05 -0.000574303 7.66651e-05 -0.00103743 -0.0074204 -0.000467673 -0.000290631 0.00142077 5.0978e-05 0.00106343 0.0015259 -0.00139028 0.00468175 0.0065234 0.0102796 0.00826343 0.000128935 0.000559568 0.00466935 0.00894287 0.0109387 -0.000523517 0.00176147 3.23441e-05 0.00033564 5.21759e-06 0.000263025
internal_weight=1.32564e+06 891104 839967 434533 28600 11889 16711 223 51137 42904 3908 431383 7796 6566 8233 656 500 245 221 23652 14248 393 203 181 9404 3704 423587 60959 811367 87741
internal_count=1325637 891104 839967 434533 28600 11889 16711 223 51137 42904 3908 431383 7796 6566 8233 656 500 245 221 23652 14248 393 203 181 9404 3704 423587 60959 811367 87741
cat_boundaries=0 1
cat_threshold=3857
is_linear=0
shrinkage=0.05


Tree=258
num_leaves=31
num_cat=1
split_feature=80 123 52 114 56 136 20 67 29 87 53 55 105 54 73 32 65 27 73 31 29 23 11 37 75 93 19 53 21 79
split_gain=1.27539 4.37059 4.59651 4.14281 3.51815 4.15331 3.89499 4.60486 4.22034 3.68963 4.64208 4.39736 3.73318 3.74654 3.63392 3.49049 3.39872 3.26101 2.99023 2.86907 3.16896 2.85488 2.83156 3.15925 2.79392 2.77874 3.69913 3.00567 4.14451 4.26163
threshold=316.66970825195318 0.18222858756780627 1.0000000180025095e-35 -0.44618082046508784 195.47389984130862 0 6.7750000953674325 19.875000000000004 1028.4500122070315 0.85319373011589061 0.91500002145767223 0.50499999523162853 -0.6793290078639983 0.66500002145767223 0.39917892217636114 11.750000000000002 1.4450000524520876 324.50000000000006 0.49212341010570532 1020.1499938964845 1022.9500122070314 5.4849998950958261 16.650000572204593 9.2500000000000018 0.6465660333633424 -0.78664433956146229 10.405000209808351 4.055000066757203 4.9049999713897714 5.1749999523162851
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 -3 5 -4 7 8 25 10 11 12 13 14 -6 22 18 -17 -2 -14 24 -16 -11 -24 -21 26 27 28 -7 -30
right_child=1 3 4 -5 9 6 -8 -9 -10 15 -12 -13 19 -15 21 17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=8.7364706620939637e-06 0.0031183501875119996 -0.00075500246234748154 0.00091851889711589514 -0.0036770427297477901 0.025161983232413022 0.0053291603858614794 0.00084957420685811665 -0.0068154776289751562 0.020895849500915834 -0.00115528514424744 0.00014611442869049055 0.0027915799839890345 -0.0016995488044945989 -0.0070895606981745615 -0.0014254906011793094 -0.00034993263700464582 0.0054192670064091598 0.00069709470636014365 -0.0075067031226353723 0.010698794153075951 -0.0059862696843582296 0.011202880171670889 0.0030270108170144003 -0.00086890209916321124 -0.0021432707703206689 -0.00084127107954663327 -0.0054590816696363457 0.0015179647821698182 0.0047915038408162143 -0.0044138080349512164
leaf_weight=1213742 162 7841 2583 1435 28 145 1724 427 21 13762 34238 3481 1581 48 78 21696 647 11315 112 144 62 105 913 1210 60 5170 889 562 139 1317
leaf_count=1213742 162 7841 2583 1435 28 145 1724 427 21 13762 34238 3481 1581 48 78 21696 647 11315 112 144 62 105 913 1210 60 5170 889 562 139 1317
internal_value=-6.15442e-06 -0.000167678 -7.37272e-05 -0.00120704 -0.000105572 -0.00087452 -0.00131972 -0.0017526 -0.00149033 6.89966e-06 0.000364178 0.00170051 -0.000102922 0.00551873 0.00838697 -0.000284098 0.00344266 8.9512e-06 -0.00122474 -0.000891232 0.00391309 0.0058203 -0.000893091 0.000806542 0.00692172 -0.00154751 -0.00274386 -0.0016279 -0.00273219 -0.003535
internal_weight=1.32564e+06 111895 102619 9276 101698 12977 10394 8670 8243 88721 39825 5587 2106 259 211 48896 921 33011 274 1847 266 183 15885 2123 204 8222 3052 2163 1601 1456
internal_count=1325637 111895 102619 9276 101698 12977 10394 8670 8243 88721 39825 5587 2106 259 211 48896 921 33011 274 1847 266 183 15885 2123 204 8222 3052 2163 1601 1456
cat_boundaries=0 1
cat_threshold=4642
is_linear=0
shrinkage=0.05


Tree=259
num_leaves=31
num_cat=1
split_feature=88 1 59 102 52 74 115 75 111 4 18 136 80 85 90 8 1 126 1 95 13 89 97 42 61 120 94 121 55 61
split_gain=1.21318 2.75514 3.49806 3.429 5.30231 2.61088 2.47838 2.16038 2.20378 2.20043 2.57006 2.41728 5.32914 2.32894 2.22716 2.20784 2.1126 2.52795 8.05523 3.30699 2.35837 2.24526 2.5033 3.53567 2.45351 4.10096 3.46404 3.17325 3.84958 4.17782
threshold=0.76578259468078624 123.50000000000001 147.11555480957034 -0.79937854409217823 0.35500000417232519 0.29713813960552221 0.64942333102226268 0.8734329640865327 0.53666207194328319 0.84999999403953563 11.120000362396242 0 298.52856445312506 0.66861698031425487 -0.75023734569549549 2.4500000476837163 353.50000000000006 0.98897820711135875 350.50000000000006 -0.5090864598751067 2.2350000143051152 -0.98343181610107411 -0.15353369712829587 14.84999990463257 0.29174077510833746 -0.62249094247817982 0.026519014500081543 0.44618082046508795 2.3149999380111699 0.21206095814704898
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 9 -9 -5 11 12 -11 -13 -14 -12 17 21 19 -19 -18 -15 23 24 27 26 -26 28 -23 -30
right_child=1 3 -4 6 5 -7 -8 8 -10 10 15 13 14 16 -16 -17 20 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-2.7949536906253486e-06 -0.0097605127749288353 0.027128448581323031 -0.0017993876473110463 -0.0069807101650602695 -0.01011875726169709 0.0049081453841675251 0.013794858641922475 0.0074204567650502373 -0.0099553964026794541 0.0096281625588352862 0.0085517161101212394 -0.0063113213935004622 -0.011049432254742099 -0.0035108478265164162 -0.0025477942738153445 -0.0046988499409751413 -0.0083041675590180067 0.014436094525494967 0.027350534030642266 -0.0058209975870947041 0.0058561632130295048 -0.0028034443966593681 -0.010706023533130065 0.021860558676681567 0.0038457210629317556 0.00051788000610456897 0.012954129993555731 0.0094169103950144176 0.020157681535439273 0.0014919332984070833
leaf_weight=1320264 157 25 1139 123 33 233 30 22 107 65 34 108 132 232 185 417 111 29 39 66 40 670 40 22 324 577 154 79 38 142
leaf_count=1320264 157 25 1139 123 33 233 30 22 107 65 34 108 132 232 185 417 111 29 39 66 40 670 40 22 324 577 154 79 38 142
internal_value=-5.84635e-06 -0.000755642 -0.00276381 -0.000117282 0.00511302 0.00304391 -0.000519294 -0.000633625 -0.00699207 -0.000407476 -0.000176738 0.000343718 -0.00332662 0.00087781 -0.00608791 -0.00369992 0.00118417 0.00154334 0.0082174 0.000362746 -0.00455309 0.00115075 0.00167934 0.00192631 0.00170526 0.00335523 0.00678023 -0.000168488 -0.00105937 0.00543248
internal_weight=1.32564e+06 5373 1296 4077 291 266 3786 3756 129 3627 3504 3053 382 2671 317 451 2563 2412 134 95 151 2278 2046 2006 1984 1055 478 929 850 180
internal_count=1325637 5373 1296 4077 291 266 3786 3756 129 3627 3504 3053 382 2671 317 451 2563 2412 134 95 151 2278 2046 2006 1984 1055 478 929 850 180
cat_boundaries=0 1
cat_threshold=4101
is_linear=0
shrinkage=0.05


Tree=260
num_leaves=31
num_cat=0
split_feature=99 23 85 72 120 78 10 85 84 35 52 70 23 124 84 15 95 122 94 2 86 73 66 63 65 39 33 56 15 118
split_gain=1.42089 4.1132 2.92793 3.65245 4.23692 3.12345 2.59467 2.63198 3.03865 2.45594 2.40264 2.47672 2.31129 2.2206 2.50506 2.19077 2.17815 2.17014 2.15119 1.9785 1.95822 2.04434 2.25592 2.74016 2.6039 2.52044 2.71733 2.00138 2.61127 2.01204
threshold=0.10538833215832712 4.3350000381469735 0.86719805002212536 0.35125392675399786 -0.68832838535308827 2.6049998998641972 6.0499999523162851 0.85990700125694286 0.8655221462249757 15.34999990463257 0.82499998807907116 231.06714630126956 5.4449999332427987 0.84335932135581981 0.71294811367988598 1.0549999475479128 -0.99316588044166554 -0.66259482502937306 -0.99762746691703785 317.50000000000006 0.8153233826160432 0.65373897552490245 1.8650000095367434 0.31251016259193426 0.25499999523162847 16.94999980926514 14.949999809265138 183.7826843261719 1.3149999976158144 0.39873388409614569
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 -2 6 4 12 9 7 8 13 -5 -6 19 -4 20 15 17 -7 -15 -18 -12 21 22 24 -24 -3 -26 -27 -22 29 -29
right_child=1 2 3 5 10 16 -8 -9 -10 -11 11 -13 -14 14 -16 -17 18 -19 -20 -21 27 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-1.7870978750246063e-06 -0.0064834246983761891 0.016576112283823583 0.02862961837468115 0.0036994289056482641 0.016123091169249485 -0.0071645586458700047 -0.0013990317228104177 -0.0089378141640227733 0.010612059292954303 0.027908463813364506 0.017492306249699108 -0.0076569869778999738 0.0089497600197792054 0.005696225976571441 0.0018071002535429877 0.0047418515219033001 0.014202141245560988 0.02656900391413012 0.0013650603888013572 -0.0032563540898263455 -0.0075793796917423611 -0.0017010517320368203 0.015809257724935091 0.0040037023792653809 -0.0042540348109702027 0.019117114919683209 0.0015378447041530126 0.00099282814864347759 -0.0068669924687704831 0.014819440857196848
leaf_weight=1321007 182 26 37 22 34 70 1140 59 93 20 27 46 25 20 182 60 35 33 483 20 121 348 57 357 203 23 497 214 101 30
leaf_count=1321007 182 26 37 22 34 70 1140 59 93 20 27 46 25 20 182 60 35 33 483 20 121 348 57 357 203 23 497 214 101 30
internal_value=1.25601e-06 0.000881861 0.0011877 0.00388352 0.00997973 0.00205466 0.000568202 0.00149339 0.00175362 0.0152275 0.00474905 0.000590793 0.0206942 0.00139101 0.00543764 0.0112851 0.00111374 0.0186925 0.00223243 0.00866309 0.000787189 0.00166108 0.00266712 0.0056291 0.00102992 0.000470862 0.00231539 -0.0020464 -0.000105849 0.00269282
internal_weight=1.32557e+06 4565 4383 819 189 630 3564 2424 2365 42 127 93 62 2272 295 113 588 53 518 47 1977 1511 1163 414 749 723 520 466 345 244
internal_count=1325572 4565 4383 819 189 630 3564 2424 2365 42 127 93 62 2272 295 113 588 53 518 47 1977 1511 1163 414 749 723 520 466 345 244
is_linear=0
shrinkage=0.05


Tree=261
num_leaves=31
num_cat=0
split_feature=99 23 55 125 36 111 14 95 102 87 109 116 93 104 85 72 78 89 23 55 29 62 54 98 35 98 86 63 69 92
split_gain=1.28235 3.71216 2.74307 2.67795 3.39319 3.06663 4.01867 3.24104 2.92091 2.59003 2.5639 2.50054 2.42649 2.40674 2.14517 3.82643 3.92231 3.54332 3.40969 3.15274 2.39536 2.18947 2.11682 2.16897 2.09296 2.50756 2.18603 2.47154 3.24509 2.25612
threshold=0.10538833215832712 4.3350000381469735 7.3150000572204599 -0.44618082046508784 12.050000190734865 0.81857478618621837 1.2549999952316286 -0.86772087216377247 0.65134114027023327 0.90113070607185375 0.78708368539810192 -0.74892720580101002 -0.95779705047607411 -0.97387462854385365 0.86610096693038952 0.35125392675399786 2.7849999666213994 -0.93925526738166798 5.6050000190734872 1.2050000429153445 1016.8500061035157 0.35899662971496588 0.74500000476837169 -0.65332692861556996 15.84999990463257 -0.94720849394798268 0.84789136052131664 0.32647074759006506 226.28012847900393 -0.76505294442176808
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 -2 3 11 -5 8 10 -8 14 -9 -7 22 -4 -13 18 17 -17 -16 -6 -19 -18 -21 -3 -24 25 -20 27 28 -26 -29
right_child=1 2 12 4 5 6 7 9 -10 -11 -12 13 -14 -15 15 16 20 19 24 21 -22 -23 23 -25 26 -27 -28 29 -30 -31
leaf_value=-1.6977431565551362e-06 -0.0061592534536260421 0.013630262047292724 -0.0047172973150261671 -0.0031385889054614709 -0.00078333070711766515 0.010198019444942474 -0.004377811964403725 0.0060127127432220047 -0.0058279633235472908 0.024880392436700111 0.030835834738832935 -0.013776440096886031 0.00074188812398138832 -0.0021757455576689256 -0.0051212036237120633 0.02450379865244031 -0.00019097588134876965 0.030460425613052917 -0.010529136616440322 0.019557784537865896 0.013289985938095734 -5.8959972113370896e-05 -0.010403472568247129 0.0013711332116227741 0.016867055553746853 0.002115563825080042 -0.0047158921253867454 0.002830672768303667 -0.0015427149017341437 0.010134796274528988
leaf_weight=1321007 182 31 337 253 687 34 66 105 104 22 27 63 514 154 20 20 248 33 44 33 38 25 44 352 95 360 52 452 32 138
leaf_count=1321007 182 31 337 253 687 34 66 105 104 22 27 63 514 154 20 20 248 33 44 33 38 25 44 352 95 360 52 452 32 138
internal_value=1.19321e-06 0.000837768 0.00112831 0.0017423 0.00239243 0.0029235 0.00814594 0.0046102 0.00236638 0.00928113 0.0193328 -0.00117322 -0.00141997 -0.00554369 0.00274065 0.00598186 0.00309717 0.0139343 0.00201399 0.0181223 0.0016002 0.0111023 0.00104783 6.28437e-05 0.00365231 0.000738418 0.00518315 0.00590107 0.0122284 0.00453909
internal_weight=1.32557e+06 4565 4383 3532 2888 2635 254 193 2381 127 61 644 851 217 2277 417 306 111 1860 91 286 58 427 396 1173 404 769 717 127 590
internal_count=1325572 4565 4383 3532 2888 2635 254 193 2381 127 61 644 851 217 2277 417 306 111 1860 91 286 58 427 396 1173 404 769 717 127 590
is_linear=0
shrinkage=0.05


Tree=262
num_leaves=31
num_cat=1
split_feature=16 84 90 94 85 70 88 136 89 21 43 2 62 7 107 57 66 15 70 30 98 2 27 37 101 123 72 13 15 12
split_gain=1.22812 1.16223 2.408 1.87476 2.3634 2.22215 1.77829 1.77601 2.23466 2.22315 1.7184 1.74264 2.26397 2.59365 2.18148 2.16067 2.14172 2.68708 1.98407 2.26171 1.96193 1.92034 2.9535 1.82923 1.6824 2.44807 1.64001 1.58531 1.53539 2.36649
threshold=2.7999999523162846 0.90654012560844432 0.41219356656074529 -0.35810033977031702 0.87822669744491588 324.70487976074224 -0.99376478791236866 0 -0.69453656673431385 4.9049999713897714 15.050000190734865 334.50000000000006 0.44642634689807897 9.5500001907348651 -0.071709886193275438 340.48214721679693 2.1350001096725468 1.8650000095367434 314.47538757324224 1015.9500122070314 1.0000000180025095e-35 356.50000000000006 349.50000000000006 12.650000095367433 -0.67907989025115956 -0.53727915883064259 0.53713577985763561 2.245000004768372 1.685000002384186 1.9650000333786013
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 5 -5 7 -6 8 -4 -9 11 15 13 14 21 20 17 -17 -18 -20 28 26 23 -23 -22 -26 -13 -27 -3 -30
right_child=1 2 3 4 6 -7 -8 9 -10 -11 -12 12 -14 -15 -16 16 18 -19 19 -21 24 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.009364783110754088 8.9687306302159093e-06 -0.00056494931852169993 0.013530711871194277 0.0092514853357620868 0.0053043593633919951 0.011713505402440205 -0.0086692826274791558 0.010468155137546686 -0.0018621203597061911 -0.0058323468722693336 -0.0072446036687784507 -0.010051607785638995 -6.5929306618488342e-05 0.00041088362323459877 -0.010960182373055093 0.002590100255540826 -0.0033326053052876955 0.027594899244251705 0.00078342191952591143 0.015807839427793093 -0.00090564684483758885 0.017331810594204758 -0.010908414294513372 0.00080669105929486893 0.019810513357838823 -0.0073607645420865585 -0.0033130107874417831 0.0092076663360222445 0.0012439919609610398 -0.00016954584201167472
leaf_weight=35 1291611 13115 37 23 25 32 255 23 65 231 87 104 1611 436 107 22 83 21 60 43 66 33 26 34 36 22 685 42 3857 12745
leaf_count=35 1291611 13115 37 23 25 32 255 23 65 231 87 104 1611 436 107 22 83 21 60 43 66 33 26 34 36 22 685 42 3857 12745
internal_value=1.13354e-06 1.38085e-06 -0.000287501 -0.0032089 -0.00615602 -0.000907407 -0.00742164 -0.00204187 0.00338927 -0.00419131 -0.000226761 -0.000208342 -0.00135007 -0.00280184 -0.00421816 -9.32284e-05 0.00474503 0.0148017 0.00242009 0.00705575 -0.000130305 -0.00340025 0.00339525 0.00894593 0.00529031 0.00937964 -0.00420124 0.00351227 -0.000160585 0.000158849
internal_weight=1.32557e+06 1.32554e+06 33926 691 303 388 280 356 102 254 33235 33148 3036 1425 989 30112 229 43 186 103 29883 882 93 67 166 100 789 64 29717 16602
internal_count=1325572 1325537 33926 691 303 388 280 356 102 254 33235 33148 3036 1425 989 30112 229 43 186 103 29883 882 93 67 166 100 789 64 29717 16602
cat_boundaries=0 1
cat_threshold=356
is_linear=0
shrinkage=0.05


Tree=263
num_leaves=31
num_cat=0
split_feature=99 23 91 58 54 20 79 67 78 68 6 56 36 85 55 23 1 52 66 104 32 0 55 124 55 102 15 5 101 38
split_gain=1.15806 3.37615 2.54353 2.54019 2.83569 3.51058 4.54089 2.56505 2.49108 2.50004 2.26299 2.24233 2.19567 2.81804 2.77167 4.46242 3.20555 2.26625 2.78549 2.52447 2.46201 2.6416 2.26958 2.38563 2.2289 2.20069 2.09568 2.01557 2.03114 2.01502
threshold=0.10538833215832712 4.4249999523162851 0.94113513827323925 27.193142890930179 0.50499999523162853 5.5350000858306894 12.994999885559084 0.15500000119209292 5.0350000858306894 230.66133117675784 6.9500000476837167 197.83196258544925 12.150000095367433 0.86719805002212536 1.075000047683716 5.1050000190734872 333.50000000000006 1.1549999713897707 1.1749999523162844 -0.84451439976692189 17.550000190734867 206.50000000000003 7.4349999427795419 0.99140709638595592 0.62500000000000011 -0.68165686726570118 0.89499998092651378 8.1500000953674334 -0.67907989025115956 17.050000190734867
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 10 3 11 5 6 7 -5 -9 -10 -2 -3 -6 17 15 -15 29 18 20 26 21 -14 23 -19 -23 -17 -20 28 -4 -16
right_child=1 2 27 4 12 -7 -8 8 9 -11 -12 -13 13 14 16 25 -18 22 19 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.6704097218439965e-06 -0.00048879106413636715 -0.013305708688762694 0.0060743996873497963 -0.010274969525635244 -0.0033641041143877143 -0.0027168178343429019 0.025839389316164529 0.018846632301425324 -0.0098461381686122534 0.014325093547813595 -0.01065153927876822 -0.00042594812294266315 -0.013997815485651556 -0.0028622750515261523 0.0062945643243260633 0.035519034154713157 -0.013677114041315186 0.0016254698727910485 0.00026682685129344466 -0.0052923797063906741 -0.015657176962497854 0.016005795976767937 -0.0015006719051840122 0.012681873722583987 -0.0031914820929092392 0.013266975617036223 0.015321340148405331 -0.0017009226516598746 0.027814069402996789 -0.00043921653552734781
leaf_weight=1321007 117 57 21 20 283 65 39 39 23 20 103 83 38 26 328 20 27 2013 53 79 62 21 647 50 54 25 41 21 22 168
leaf_count=1321007 117 57 21 20 283 65 39 39 23 20 103 83 38 26 328 20 27 2013 53 79 62 21 647 50 54 25 41 21 22 168
internal_value=1.07687e-06 0.000796076 0.00110205 0.000954131 0.00117808 0.00689662 0.0113283 0.00578 0.00969585 0.0013963 -0.00524681 -0.00566985 0.000878706 0.00120749 0.00435889 0.0136287 0.00310047 0.000595346 -0.00320305 0.00129606 -0.00765074 -0.00325783 0.00108311 0.00189344 0.00218376 0.0231568 0.00683316 0.0109961 0.017197 0.00401377
internal_weight=1.32557e+06 4565 4345 4281 4141 206 141 102 82 43 220 140 3935 3652 594 71 523 3058 348 173 175 113 2710 2063 75 45 94 64 43 496
internal_count=1325572 4565 4345 4281 4141 206 141 102 82 43 220 140 3935 3652 594 71 523 3058 348 173 175 113 2710 2063 75 45 94 64 43 496
is_linear=0
shrinkage=0.05


Tree=264
num_leaves=31
num_cat=0
split_feature=16 135 52 84 58 34 26 6 54 26 53 109 56 43 86 22 27 104 22 12 52 113 98 32 116 68 96 101 123 68
split_gain=1.10834 1.09681 1.9476 1.06296 2.245 1.96096 1.82036 2.87202 1.79523 2.66401 1.90761 1.9865 1.91112 1.64453 1.62754 2.23366 1.59797 2.50419 2.67586 2.42937 2.21283 2.26479 2.0324 2.71138 1.71894 1.61139 1.57541 1.57328 1.55909 2.04419
threshold=2.7999999523162846 1022.7500000000001 7.9449999332427987 0.90654012560844432 156.22691345214847 18.550000190734867 346.50000000000006 6.4500000476837167 0.10500000044703485 353.50000000000006 6.0650000572204599 0.65822005271911632 169.89128875732425 12.84999990463257 0.91436707973480236 6.3650000095367441 283.50000000000006 -0.97513413429260243 6.2249999046325692 1.0649999976158144 0.034999999217689044 -0.99809679388999928 -0.94271117448806752 15.150000095367433 -0.30069434642791742 271.40974426269537 -0.89663290977478016 0.2893980890512467 -0.60873827338218678 272.22010803222662
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 -3 -2 5 8 13 -8 9 16 11 12 27 -6 -9 -16 17 18 20 -18 22 25 28 -24 26 -22 -19 -10 -5 -30
right_child=1 2 -4 4 6 -7 7 14 10 -11 -12 -13 -14 -15 15 -17 19 24 -20 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.008896460457305742 1.0853937295218171e-05 -0.0030442390886704588 -0.00023424136429323248 -0.0029412644189398957 -9.4261591833581923e-05 0.012722724137584802 -0.010207633570484494 -0.003679208168605657 -0.0010296296095475554 0.011180319929156792 0.0081991412331380194 -0.0063853136024751601 -0.002804365154588595 -0.0046886494249056164 0.011168145222365167 -0.0045351510604795739 0.015795185066759587 0.0097912179605811143 0.0127652894191937 -9.8466586876233499e-05 -0.0070690421244272821 -0.0089787079726162105 -0.00023062547358373802 0.024696448370814323 -0.0086214561286959198 0.0092662855775819883 -0.0087235525110736494 0.018565141037106516 0.016786932492127215 -0.0036764911011509271
leaf_weight=35 1288190 804 2646 170 31085 23 115 166 20 44 31 469 208 196 54 39 25 27 34 628 26 147 24 20 220 36 20 21 26 23
leaf_count=35 1288190 804 2646 170 31085 23 115 166 20 44 31 469 208 196 54 39 25 27 34 628 26 147 24 20 220 36 20 21 26 23
internal_value=1.02302e-06 1.25796e-06 -0.000889093 3.58134e-06 -0.0002728 -0.00180177 -0.000164508 -0.00363213 -0.00195232 -0.000937164 -0.00394469 -0.004469 -0.000859569 -0.000123049 -0.000712508 0.00458289 -0.00131106 -0.00284943 -0.000782172 0.000510019 -0.00175805 -0.00559846 0.00129384 0.0110999 -0.00676715 0.00241599 0.00191259 0.00900672 -0.00067632 0.00718165
internal_weight=1.32557e+06 1.32554e+06 3450 1.32209e+06 33897 2242 31655 374 2219 1470 749 718 249 31281 259 93 1426 773 506 653 472 209 263 44 267 62 47 41 219 49
internal_count=1325572 1325537 3450 1322087 33897 2242 31655 374 2219 1470 749 718 249 31281 259 93 1426 773 506 653 472 209 263 44 267 62 47 41 219 49
is_linear=0
shrinkage=0.05


Tree=265
num_leaves=31
num_cat=1
split_feature=59 92 8 119 87 90 28 52 5 136 52 123 5 1 8 75 93 92 112 55 94 36 3 99 52 73 65 68 26 123
split_gain=1.28842 3.31993 3.68233 3.646 3.41395 3.02915 2.71367 2.63174 2.48928 3.07604 2.83509 3.49594 3.24066 2.90397 3.46267 3.88607 3.02416 2.81344 2.74969 4.55128 4.42242 3.98676 3.86871 3.87542 3.67295 2.81543 3.37617 4.24058 3.04438 2.62064
threshold=297.17761230468756 -0.087350349873304353 12.550000190734865 0.93663650751113903 0.85263574123382579 0.49878020584583288 1021.8500061035157 46.32500076293946 8.2500000000000018 0 0.89499998092651378 0.026175950653851036 1.5500000119209292 340.50000000000006 8.7500000000000018 0.45002958178520208 0.44941350817680364 -0.96897721290588368 -0.70088258385658253 0.66500002145767223 0.25506260991096502 13.250000000000002 310.50000000000006 -0.64856702089309681 0.51499998569488536 0.39917892217636114 10.545000076293947 300.37802124023443 267.50000000000006 -0.81408452987670887
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 -4 5 -3 8 -6 10 -10 11 13 -13 18 15 -15 -16 -14 19 -2 -20 -22 23 25 -23 -21 27 28 -27 -12
right_child=1 2 3 -5 7 -7 -8 -9 9 -11 29 12 17 14 16 -17 -18 -19 20 22 21 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.3469165616469921e-05 0.0021116249212338391 0.00019683762636404315 0.00054847972930665504 0.0040386062520560073 -0.00061861288528623608 -0.0052230053694341623 -0.0013099998162610798 0.00057416757006400088 0.0013175883203900775 -0.0014015286357204274 -0.0013443612435540117 -0.0095161716916888801 0.012957345806928569 0.021707337629050017 0.033363397401990368 0.0030181108144450904 0.0073819589558600761 -0.00067980156619706824 -0.0035501920475414202 -0.0046081781983375548 0.0011778824576517432 0.029466487588693521 0.0040079141682396692 0.034167818727437405 0.0058550160710001374 0.028281537115411915 -0.00092492955525151708 0.033849451119272872 0.0076690804457613896 0.0012557341611914847
leaf_weight=1196121 882 55774 17871 781 31884 259 1402 5409 2031 2111 1103 93 43 33 24 177 21 314 341 25 164 28 247 20 40 23 33 29 81 7983
leaf_count=1196121 882 55774 17871 781 31884 259 1402 5409 2031 2111 1103 93 43 33 24 177 21 314 341 25 164 28 247 20 40 23 33 29 81 7983
internal_value=2.73479e-06 0.000152719 5.32561e-05 0.000694619 -7.49257e-05 0.000171786 0.000798457 -0.000445611 0.000985006 -6.84318e-05 0.00135781 0.00280755 -0.00120288 0.00363997 0.00865212 0.00595499 0.0212387 0.000962768 0.00297186 0.00421145 7.29835e-05 0.00539843 0.00825522 0.0132272 0.0155774 0.0110344 0.0133903 0.0169421 0.0122276 0.000940094
internal_weight=1.32535e+06 129226 111978 18652 93326 56033 17248 37293 15846 4142 11704 2618 450 2168 255 210 45 357 1913 1340 573 232 458 211 68 191 166 133 104 9086
internal_count=1325347 129226 111978 18652 93326 56033 17248 37293 15846 4142 11704 2618 450 2168 255 210 45 357 1913 1340 573 232 458 211 68 191 166 133 104 9086
cat_boundaries=0 1
cat_threshold=806
is_linear=0
shrinkage=0.05


Tree=266
num_leaves=31
num_cat=2
split_feature=92 12 79 136 88 92 29 108 12 52 39 69 31 2 29 31 4 42 53 23 65 75 69 18 108 136 67 4 32 29
split_gain=1.15128 5.72755 6.53478 5.57225 3.98281 4.21389 3.94628 3.87278 4.34261 3.79745 4.15813 3.72878 6.73211 4.20469 3.6729 3.61886 3.41972 4.33131 3.29895 3.239 3.23693 4.50971 4.22693 4.24079 3.89812 5.31021 4.89941 4.66132 4.78951 4.55898
threshold=-0.068167630583047853 2.2849999666213994 15.045000076293947 0 1.0000000180025095e-35 0.4440967738628388 1011.6499938964845 -0.74641335010528553 1.5649999976158144 0.19500000029802325 17.94999980926514 230.93642425537112 1014.2500000000001 70.500000000000014 1029.2500000000002 1009.6499938964845 9.0500001907348651 13.050000190734865 2.2350000143051152 5.305000066757203 12.465000152587892 0.8160090744495393 258.02955627441412 11.120000362396242 1.0000000180025095e-35 1 1.1950000524520876 4.1499998569488534 16.44999980926514 1013.0499877929689
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=1 2 7 6 -2 -6 -4 8 11 10 -9 12 13 -1 18 -10 -5 -18 -7 -3 21 24 -22 -24 25 -11 -26 28 -28 -30
right_child=4 19 3 16 5 14 -8 9 15 20 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 22 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=-0.0075262679188098343 -1.5593873039493327e-05 -0.0023763177943612141 -0.0025776086510781396 0.0013052355671752181 0.00095712451306981098 -0.0012560242662534625 0.00014844267679790419 0.0016996137730790968 0.0034592979991663569 -0.00021924631173138198 -0.0013022232208845244 0.0030815344110032838 -0.0039080019520243122 0.005429422511609756 0.017995819751092275 -0.0011033623196837386 -0.00018467871227835969 0.013320042414901158 -0.0041180170550470015 -0.00036359127700235901 -0.0022171366299830017 -0.00072547585007198476 0.00011777361491700002 0.0016362447284907272 0.00073472360896832483 -0.0021100428621271972 0.00010775737085152803 -0.00034442211170028345 0.0029508841214499811 0.00058105582157266735
leaf_weight=72 996242 2107 1656 25905 1662 3724 6694 6131 530 37537 1421 3203 599 481 23 2414 5681 60 1380 38945 1244 22884 10337 8282 28115 4112 51454 53124 2984 6344
leaf_count=72 996242 2107 1656 25905 1662 3724 6694 6131 530 37537 1421 3203 599 481 23 2414 5681 60 1380 38945 1244 22884 10337 8282 28115 4112 51454 53124 2984 6344
internal_value=2.59802e-06 8.48056e-05 0.000165329 0.000757259 -2.38187e-05 -0.00123076 -0.000391728 6.72026e-05 0.00120137 3.18205e-05 0.00113478 0.00220412 -0.000235445 0.00374261 -0.00194 -0.000281959 0.00106022 -4.3539e-05 -0.00202984 -0.000466895 -4.9681e-06 -6.35938e-05 0.000604676 0.000793211 1.88721e-05 -0.000406484 0.000143612 -2.29028e-06 0.000296736 0.00133916
internal_weight=1.32535e+06 322316 281264 39996 1.00303e+06 6789 8350 241268 7299 233969 7552 4355 1152 553 5127 2944 31646 5741 5104 41052 226417 206554 19863 18619 183670 41649 142021 113906 60782 9328
internal_count=1325347 322316 281264 39996 1003031 6789 8350 241268 7299 233969 7552 4355 1152 553 5127 2944 31646 5741 5104 41052 226417 206554 19863 18619 183670 41649 142021 113906 60782 9328
cat_boundaries=0 1 2
cat_threshold=4240 2292
is_linear=0
shrinkage=0.05


Tree=267
num_leaves=31
num_cat=1
split_feature=104 16 52 84 19 113 75 20 28 102 34 21 28 115 52 4 20 124 19 22 76 64 99 34 77 136 14 98 20 58
split_gain=1.2063 2.75972 4.0964 4.44718 3.75553 2.80971 3.50269 3.3003 3.90088 2.87565 4.815 3.96881 3.80869 3.53369 3.37897 2.93714 2.69532 3.95457 2.95287 2.91073 3.68455 2.88908 2.84271 2.79655 3.11274 2.61093 4.25304 3.0271 2.48615 2.67404
threshold=0.075905535370111479 3.9249999523162846 0.034999999217689044 0.8092888891696931 4.6550002098083505 0.88697704672813427 0.86703699827194225 5.7550001144409189 1024.7500000000002 -0.31872741878032679 10.750000000000002 4.9049999713897714 1016.3500061035157 0.38266885280609136 1.0149999856948855 3.0499999523162846 4.6349999904632577 -0.53727915883064259 11.775000095367433 6.6050000190734872 3.495000004768372 10.625000000000002 -0.94276323914527882 13.84999990463257 4.4249999523162851 0 1.2450000047683718 0.27177290618419653 4.3350000381469735 117.68635940551759
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 1 2 2 2 2
left_child=-1 2 -2 -4 28 7 -7 8 9 10 -6 15 13 16 -13 -12 17 -11 23 20 -19 -20 -22 -18 -25 26 -9 -27 29 -3
right_child=1 4 3 -5 5 6 -8 25 -10 12 11 14 -14 -15 -16 -17 18 19 21 -21 22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-1.5414016824692812e-06 0.027475322847780977 0.016456573388793253 -0.0079611804204969064 0.01789328989348021 0.018926734152773864 -0.0065614757338461867 0.01530185789859388 0.025608262972964441 -0.0047158394180466228 0.0014680734963790664 0.0083984801721935353 0.01604205314277871 0.0010890996960784998 0.020533926387954701 0.00095530243333740025 -0.0065519915433773779 -0.0026620637623499298 0.040158386939438066 0.004945599403030086 0.0020368763674050573 0.0020713333971798423 0.017383699538585658 0.024413363718028581 0.024182942712848838 0.0019865013378356318 -0.00016076242931913314 0.0022412450066384834 -0.010557168758225065 -0.0094460735550934566 -0.0066602646983389196
leaf_weight=1316053 23 22 39 29 32 218 20 20 192 69 37 42 833 38 319 293 238 20 552 25 24 51 35 22 56 5054 739 71 152 29
leaf_count=1316053 23 22 39 29 32 218 20 20 192 69 37 42 833 38 319 293 238 20 552 25 24 51 35 22 56 5054 739 71 152 29
internal_value=2.46724e-06 0.000570101 0.00923464 0.00306499 0.000484425 0.000636119 -0.00472422 0.000781721 0.00216923 0.00266139 -3.43382e-05 -0.00091242 0.00365426 0.00554521 0.00271055 -0.00487573 0.00502363 0.0107489 0.00394585 0.0169064 0.021612 0.00599758 0.0153251 3.06887e-05 0.00824704 0.000103058 0.00281982 -0.000304197 -0.00624092 0.0033117
internal_weight=1.32535e+06 9294 91 68 9203 9000 238 8762 2878 2686 723 691 1963 1130 361 330 1092 173 919 104 79 603 59 316 78 5884 759 5125 203 51
internal_count=1325347 9294 91 68 9203 9000 238 8762 2878 2686 723 691 1963 1130 361 330 1092 173 919 104 79 603 59 316 78 5884 759 5125 203 51
cat_boundaries=0 1
cat_threshold=144
is_linear=0
shrinkage=0.05


Tree=268
num_leaves=31
num_cat=1
split_feature=59 92 4 98 93 24 52 136 55 73 71 22 97 62 92 1 57 11 54 27 63 9 100 86 1 38 65 113 35 89
split_gain=1.16981 2.92286 3.42163 3.47012 2.52926 2.85204 2.42703 3.93055 4.39066 3.06275 3.09532 3.0439 2.99836 4.51257 3.65256 2.98603 3.84646 2.8685 2.86095 2.84338 3.09101 3.93678 3.0151 2.81316 4.97301 2.72827 3.17951 2.64645 2.63032 2.54987
threshold=297.17761230468756 -0.087350349873304353 8.8499999046325701 -0.55121454596519459 0.52197676897048961 174.50000000000003 1.575000047683716 0 0.22500000149011615 0.49974717199802404 337.26788330078131 7.9049999713897714 -0.98531189560890187 0.24223368614912036 -0.99362230300903309 346.50000000000006 224.40257263183597 6.0499999523162851 1.6549999713897707 238.50000000000003 0.24479430168867114 2.0499999523162846 0.78736340999603283 0.87111860513687145 269.50000000000006 14.150000095367433 0.69499999284744274 -0.84335932135581959 18.94999980926514 -0.2129973620176315
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 9 8 -8 12 18 -10 13 17 -14 19 -17 -2 28 -16 21 -21 29 24 -12 26 -23 -13 -11 -22
right_child=1 2 -4 -5 5 -7 7 -9 11 10 23 27 14 -15 15 16 -18 -19 -20 20 22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.3096236918304998e-05 0.035680645550398724 -3.1624308850341787e-05 0.0005005902362113212 -0.0013509063445297424 0.012852736966660581 -0.00075844758444382448 0.02133794070945846 -0.0010544274976111547 0.00062924128435961138 0.00041478505408927471 0.0010608662885648234 0.001270665365657696 -0.0071549629593001948 0.0058496237429902682 -0.0054765906012250801 -0.0006375907994806767 0.024892008490860464 0.010121274819885869 0.0036431003625372045 0.02880427573497097 0.0049125779703848398 0.0024537801436963491 -0.014702907525002957 0.0022271447739488372 0.030198126853792931 -0.00024225171244538881 0.02411478668347829 0.0062866291104465098 -0.016555683930283008 -0.0031373477078886938
leaf_weight=1196121 23 75838 30805 5335 39 2921 27 2733 5150 3143 27 573 84 207 89 25 36 21 797 24 425 32 25 74 32 68 36 486 23 128
leaf_count=1196121 23 75838 30805 5335 39 2921 27 2733 5150 3143 27 573 84 207 89 25 36 21 797 24 425 32 25 74 32 68 36 486 23 128
internal_value=2.34388e-06 0.000145258 5.19323e-05 -0.000118333 0.000751152 -0.000579111 0.00102674 0.000524899 0.0012168 0.00187295 0.00121734 0.00113126 0.00406867 0.00894053 0.00281061 0.0037533 0.0144291 0.0234819 0.000965541 0.00296585 0.00398398 0.0101343 0.00228147 0.00872024 0.0168641 0.00683956 0.0139214 0.00357261 0.0002915 0.0030493
internal_weight=1.32535e+06 129226 111978 81173 17248 2960 14288 8969 6236 5319 4096 6209 1223 251 972 888 61 44 3963 827 738 160 578 133 59 136 68 1059 3166 553
internal_count=1325347 129226 111978 81173 17248 2960 14288 8969 6236 5319 4096 6209 1223 251 972 888 61 44 3963 827 738 160 578 133 59 136 68 1059 3166 553
cat_boundaries=0 1
cat_threshold=1841
is_linear=0
shrinkage=0.05


Tree=269
num_leaves=31
num_cat=0
split_feature=124 76 15 40 87 28 88 57 35 124 74 91 92 82 52 43 122 84 55 115 80 0 121 35 96 84 61 82 8 31
split_gain=1.1478 3.39824 4.02325 3.903 3.08502 2.98229 3.34728 3.96005 2.85845 2.70741 2.68452 3.90985 2.61902 2.54432 4.43316 5.36883 3.96321 3.35465 3.19 3.06131 3.01345 3.34332 3.00331 4.2084 2.9545 5.38431 2.9846 2.88111 4.15549 3.51185
threshold=0.96811076998710643 28.974999427795414 2.995000004768372 13.449999809265138 0.86642673611640941 1015.3500061035157 -0.9972316026687621 263.02229309082037 11.650000095367433 0.99535831809043895 0.7072286605834962 0.092705618590116515 0.21605226397514346 316.14367675781256 1.4149999618530276 12.949999809265138 0.33379416167736059 0.8667273521423341 1.794999957084656 -0.92384436726570118 317.46522521972662 346.50000000000006 -0.30069434642791742 15.250000000000002 -0.97426450252532948 0.8221758008003236 0.35006095468997961 317.96197509765631 4.7500000000000009 1010.6499938964845
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 3 5 13 6 7 -3 9 -7 11 -10 -13 -2 15 16 17 22 -18 -19 21 -21 -15 24 25 -24 -27 28 -26 -29
right_child=1 2 -4 -5 -6 8 -8 -9 10 -11 -12 12 -14 14 -16 -17 18 19 -20 20 -22 -23 23 -25 27 26 -28 29 -30 -31
leaf_value=-1.081594033427312e-05 9.446038682451258e-05 0.029430295742878861 -0.0001434558791575397 0.023591535521501845 -0.00075722087930088283 -0.00017190338852066144 0.0003957658157742631 0.0012986542409133359 0.0071649244804793157 0.0059355865596913762 0.0039493355398729181 0.0075344518199563035 0.030101117728433265 -0.00020575109114770167 0.00022919318801386388 0.017622815541409213 -0.0083585058422093947 0.016771289345342666 0.0091395853552967317 0.023133760802447795 -0.0027111386815299836 -0.0018171740738486327 0.0013385425059435269 0.015039573047930997 0.029154845759272574 0.029586212700232862 0.0090993882473412672 0.018601768813095988 0.0056162453155654173 0.0023388546169598582
leaf_weight=1228806 72240 22 2384 22 9488 519 1416 29 209 279 444 20 36 418 6443 58 140 24 32 25 490 29 75 90 25 40 32 34 75 1403
leaf_count=1228806 72240 22 2384 22 9488 519 1416 29 209 279 444 20 36 418 6443 58 140 24 32 25 490 29 75 90 25 40 32 34 75 1403
internal_value=2.22629e-06 0.000168232 0.00138934 0.00260903 9.61665e-05 0.00245382 0.000849033 0.0134339 0.004016 0.00196342 0.00632624 0.0103087 0.0220416 0.000195305 0.000967596 0.00255874 0.00226075 0.00271965 -0.00510305 -0.000704755 -0.00147576 0.00973418 0.003607 0.00450538 0.00394239 0.0107144 0.020481 0.00329471 0.0115009 0.00272364
internal_weight=1.32535e+06 96541 5380 2996 91161 2974 1467 51 1507 798 709 265 56 81673 9433 2990 2932 2760 172 568 544 54 2192 1774 1684 147 72 1537 100 1437
internal_count=1325347 96541 5380 2996 91161 2974 1467 51 1507 798 709 265 56 81673 9433 2990 2932 2760 172 568 544 54 2192 1774 1684 147 72 1537 100 1437
is_linear=0
shrinkage=0.05


Tree=270
num_leaves=31
num_cat=0
split_feature=23 52 35 110 5 33 64 43 38 79 98 76 127 106 37 76 19 57 34 29 83 126 102 100 30 30 72 71 25 15
split_gain=1.36479 3.97178 4.04442 3.79413 3.74384 3.53659 3.39397 3.25895 4.43327 3.03425 4.5563 2.99754 3.40938 2.87614 3.67386 3.89588 5.49925 3.42977 3.04771 3.49318 3.08097 2.86866 2.9607 3.58541 2.83526 2.7922 2.72292 4.77211 3.4687 3.10461
threshold=5.2850000858306894 0.19500000029802325 17.349999427795414 -0.15046090632677075 9.8499999046325701 19.550000190734867 0.45499999821186071 14.750000000000002 21.550000190734867 3.6950000524520878 -0.078864216804504381 25.005000114440922 0.8140845298767091 -0.72399109601974476 17.650000572204593 2.7150000333786015 7.4149999618530282 216.38291168212893 12.150000095367433 1029.350036621094 346.02337646484381 0.87878364324569713 -0.28631849586963648 0.062230158597230918 1009.9500122070314 1012.5499877929689 0.35125392675399786 290.95034790039068 348.50000000000006 1.185000002384186
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 11 4 9 7 25 8 -4 10 -1 12 -3 14 -14 -16 17 -17 19 -15 26 22 23 -8 -11 -7 27 -20 29 -28
right_child=-2 2 5 -5 -6 6 21 -9 -10 24 -12 -13 13 18 15 16 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00090643304179110562 2.197877265701741e-05 -0.0004572820702569444 -0.0017062706668793384 -1.7604136151760904e-06 -0.007345372035422109 0.014211690262891354 0.0020847856559229111 -0.0044823178790263018 0.016453920107553987 -0.0018613785402749273 0.016744303291565493 -0.0015261136440483586 -0.00056064576998237725 -0.00020366807271853158 -0.0015965395296926759 0.0061420212296816783 -0.00087541884951572002 0.020661122739479384 0.002835143742866789 0.017259468240984555 -0.0039400779579729676 -0.0072210942443173129 -0.0036472072630656864 0.022735775974367493 0.0037390226254486523 0.0015051075939050656 -0.0011703209534574658 0.012889568820097591 -0.010452270761770369 0.0033399891729719126
leaf_weight=966 1172398 34580 2904 93561 110 78 471 1326 34 256 38 4779 5562 2283 178 78 107 85 376 29 179 133 253 22 1928 97 486 172 54 1775
leaf_count=966 1172398 34580 2904 93561 110 78 471 1326 34 256 38 4779 5562 2283 178 78 107 85 376 29 179 133 253 22 1928 97 486 172 54 1775
internal_value=3.65509e-06 -0.000136846 -0.00047187 5.69931e-05 0.00172377 -0.00178369 0.000809753 -0.00242475 -0.00149611 0.0020367 -0.000238377 -0.000334334 -0.000210368 0.000540979 -0.000209799 0.00414603 0.00793186 0.0137133 0.00138375 1.53765e-05 0.00242374 -0.000456232 0.000749836 0.00300633 0.00308257 0.00716861 0.00282162 0.00599091 0.0020714 0.0023705
internal_weight=1.3253e+06 152900 56041 96859 3298 5318 1054 4264 2938 3188 1004 50723 45944 11364 6010 448 270 163 5354 2312 3042 879 746 493 2184 175 2863 548 2315 2261
internal_count=1325298 152900 56041 96859 3298 5318 1054 4264 2938 3188 1004 50723 45944 11364 6010 448 270 163 5354 2312 3042 879 746 493 2184 175 2863 548 2315 2261
is_linear=0
shrinkage=0.05


Tree=271
num_leaves=31
num_cat=2
split_feature=23 52 136 90 110 136 75 43 83 12 2 111 41 56 64 54 30 38 90 38 39 28 114 79 18 31 112 106 95 116
split_gain=1.23172 3.58453 3.90762 4.26183 3.4242 5.21169 3.30713 2.85939 4.36036 3.27984 3.07836 3.23979 3.63472 3.22463 3.01173 3.19734 3.2332 2.85251 2.57468 3.80979 3.55928 3.60055 5.15298 3.5455 3.53867 2.81438 2.699 2.73118 2.61728 2.81425
threshold=5.2850000858306894 0.19500000029802325 0 -0.54164007306098927 -0.15046090632677075 1 0.74109044671058666 13.550000190734865 270.72048950195318 1.9650000333786013 348.50000000000006 0.90072685480117809 7.1499998569488534 314.16484069824224 0.45499999821186071 0.46500000357627874 1012.9500122070314 18.550000190734867 -0.85436195135116566 15.650000095367433 14.050000190734865 1014.4500122070314 -0.82409480214118946 3.6950000524520878 11.120000362396242 1018.5499877929689 -0.98624804615974415 -0.95240074396133412 -0.5090864598751067 -0.43049471080303187
decision_type=2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 17 5 6 18 9 14 -4 -11 13 -13 -12 15 -9 -17 -3 19 25 -20 22 23 -22 26 -1 27 -21 -23 -30
right_child=-2 2 7 -5 -6 -7 -8 8 -10 10 11 12 -14 -15 -16 16 -18 -19 20 24 21 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.01059203384107207 2.0879833571710173e-05 -0.00057086195907513342 6.3554340725540659e-05 -0.0035664158026437231 -1.6723928098152566e-06 -0.0054359065917312889 -0.0037131843581763944 -0.010014144032417488 -0.0035651348225409943 -0.0011837083485980772 -0.0027177842148479875 0.0066541462562570014 0.030712754055857661 0.017483363551614079 -0.00077398787534353872 0.013387509544354376 0.00090541856650338333 -0.0042761105293790368 -0.005352227809734246 0.00407671503518231 -0.0044501589912776729 -0.00097018533012922011 0.019675748124718669 0.0018328964831283363 -0.014020974116940652 -0.0043854459481579922 -0.00019906106703502583 0.015463785649235571 -0.0088623210166891408 0.0088088228382453646
leaf_weight=302 1172398 6713 34749 1814 93561 233 220 30 1597 8474 140 73 20 23 1637 109 99 563 169 246 303 111 35 867 31 35 287 67 24 368
leaf_count=302 1172398 6713 34749 1814 93561 233 220 30 1597 8474 140 73 20 23 1637 109 99 563 169 246 303 111 35 867 31 35 287 67 24 368
internal_value=3.47234e-06 -0.000130004 -0.000448277 -0.00139661 5.41434e-05 0.00163758 0.00218591 -0.00026432 -0.00164519 -0.000154113 -0.00102052 0.00438139 0.011828 0.000132684 -9.90266e-06 0.00524559 0.00744651 -0.000857565 0.00264976 0.00474429 0.00156958 0.00225447 0.000771265 0.000205746 0.00245193 0.00903651 0.00330303 0.0065142 0.00580768 0.00772692
internal_weight=1.3253e+06 152900 56041 9090 96859 3298 3065 46951 3472 43479 8730 256 93 163 1875 238 208 7276 2845 968 1877 1708 1205 1170 631 337 600 313 503 392
internal_count=1325298 152900 56041 9090 96859 3298 3065 46951 3472 43479 8730 256 93 163 1875 238 208 7276 2845 968 1877 1708 1205 1170 631 337 600 313 503 392
cat_boundaries=0 1 2
cat_threshold=6144 2052
is_linear=0
shrinkage=0.05


Tree=272
num_leaves=31
num_cat=0
split_feature=68 123 119 52 30 59 53 65 23 125 82 4 29 7 15 115 74 7 127 72 72 92 60 66 88 121 31 112 85 103
split_gain=1.22061 3.78208 3.42744 3.48252 3.13773 3.25899 2.70342 3.9212 3.3596 4.60978 2.96809 5.04454 4.09806 3.53864 3.97254 4.90492 3.53634 5.57125 3.62415 3.41615 2.88591 2.96853 2.80641 3.60564 2.56541 2.56287 3.64137 2.46666 2.35522 3.47757
threshold=330.48269653320318 0.18222858756780627 0.8038262426853181 0.23499999940395358 1013.4500122070314 347.59048461914068 6.1649999618530282 45.635000228881843 5.1949999332427987 0.99901017546653759 331.28729248046881 8.6500000953674334 1013.7500000000001 6.5499999523162851 1.7849999666213991 -0.59480014443397511 0.49921585619449621 7.2500000000000009 0.97625884413719188 0.6434021294116975 0.42951951920986181 0.27794468402862554 0.27760526537895208 0.39499999582767492 -0.30865217745304102 0.66259482502937328 1016.7500000000001 -0.28400452435016627 0.8842085897922517 0.85322833061218273
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 3 -3 5 -2 7 8 9 -6 11 12 -10 14 15 -13 17 28 20 22 -19 -22 -14 -24 -20 -5 -27 -25 29 -12
right_child=1 2 -4 25 6 -7 -8 -9 10 -11 16 13 19 -15 -16 -17 -18 18 24 -21 21 -23 23 27 -26 26 -28 -29 -30 -31
leaf_value=-1.0706002558024154e-06 -0.00012497625787274641 0.016309554677675753 -0.0045097954028849585 -0.0013392633960677119 -0.0026991860651978516 -0.0080205758125181346 -0.00014983179271804017 0.0096644291011122718 0.011068483909377747 0.01774254325648834 -0.0037230460289514287 0.0016975835438758609 -0.0069578188550358097 0.0056241164794486017 0.028867042077252186 0.026848713787538666 0.00048809860881683518 0.018630579178870628 0.036728156629301935 0.0034752674278023172 -0.014055465686727654 0.011127569593489171 -0.015923658079866853 0.0048657618969528815 0.014004023121324954 0.024056148648262027 -0.00293039121106267 -0.0111847966460994 -0.012847520032664761 0.019558560184162598
leaf_weight=1314410 2839 34 666 474 563 137 1871 165 113 29 53 63 186 447 37 28 2065 33 23 617 22 25 28 211 27 25 25 27 32 23
leaf_count=1314410 2839 34 666 474 563 137 1871 165 113 29 53 63 186 447 37 28 2065 33 23 617 22 25 28 211 27 25 25 27 32 23
internal_value=3.29667e-06 0.000530518 -0.00208796 0.000802613 0.000862163 -0.00048845 0.00146315 0.00208966 0.001821 -0.00169782 0.00233408 0.00388186 0.00201324 0.00772308 0.0150531 0.00943639 0.00115326 0.00692453 0.0138972 0.00105604 0.00729723 -0.000660234 -0.00224631 0.00104821 0.0244571 -0.000203563 0.0105629 0.0030449 -0.00146847 0.0033227
internal_weight=1.3253e+06 10888 1224 558 9664 2976 6688 4817 4652 592 4060 1757 1182 575 128 91 2303 238 130 1069 80 47 452 266 50 524 50 238 108 76
internal_count=1325298 10888 1224 558 9664 2976 6688 4817 4652 592 4060 1757 1182 575 128 91 2303 238 130 1069 80 47 452 266 50 524 50 238 108 76
is_linear=0
shrinkage=0.05


Tree=273
num_leaves=31
num_cat=1
split_feature=72 19 71 101 64 12 136 19 52 31 21 93 104 100 88 32 19 72 105 67 65 79 106 125 111 35 36 32 30 35
split_gain=1.11129 3.25698 3.11883 2.56357 2.21587 4.90637 4.58912 4.04776 3.75567 4.11819 3.27028 4.14698 3.19147 3.13156 3.12138 4.44796 4.20234 4.3959 3.03431 2.94898 3.94223 3.12196 4.1174 5.04528 4.4082 3.94096 3.83367 5.08276 3.42459 5.92
threshold=0.8505854904651643 9.5450000762939471 321.37211608886724 -0.94407919049262989 5.7850000858306894 1.2050000429153445 0 11.120000362396242 0.43500000238418585 1029.4500122070315 6.4149999618530282 -0.35634955763816828 -0.57672330737113942 0.068365830928087248 -0.86309999227523793 18.94999980926514 11.120000362396242 0.44396027922630316 -0.82297629117965687 11.694999694824221 28.545000076293949 11.75500011444092 -0.71457251906394947 0.88697704672813427 0.90072685480117809 11.650000095367433 11.34999990463257 12.550000190734865 1013.6499938964845 16.650000572204593
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 19 6 7 -6 9 10 -7 -12 -8 14 -10 -16 17 -17 -19 20 21 -1 23 -23 -25 -24 -27 -28 -29 -30
right_child=1 3 -4 -5 5 8 12 -9 13 -11 11 -13 -14 -15 15 16 -18 18 -20 -21 -22 22 25 24 -26 26 27 28 29 -31
leaf_value=-2.8986964094717674e-05 -0.00085797985209785108 -0.0058379611488254303 0.00092411382154036618 -1.0017602513826882e-05 -0.00043563509164583705 0.00063816541701220298 0.00039983530965992934 0.0061354130192346297 -5.177830077431737e-05 0.021880408056080342 -0.001133401577899104 0.0058228133153579095 0.0064137544287693098 0.00017291356828728368 -0.0013137102663548091 0.024867817778916411 -0.00041492953583578115 0.013361530632900126 -0.00010399581895361903 -0.00078077653432054089 -0.0049021885554924264 0.00097557160535243078 -0.00098150423101631547 -0.0012186693611049536 0.011917907922313765 0.0021319182783824712 -0.0018125319422106637 -0.00044243115983186987 0.001383855832375681 -0.0032089405450785322
leaf_weight=856886 21597 189 2770 115822 317 2848 3189 899 28716 25 297 769 237 205897 9548 36 279 73 98 12461 411 27549 8592 3645 65 2482 3097 7018 8723 763
leaf_count=856886 21597 189 2770 115822 317 2848 3189 899 28716 25 297 769 237 205897 9548 36 279 73 98 12461 411 27549 8592 3645 65 2482 3097 7018 8723 763
internal_value=3.13184e-06 -0.00012989 -0.000655394 -1.95122e-05 1.88909e-05 0.000150044 0.00176061 0.00438633 0.000119969 0.00165159 0.00152239 0.00388473 0.000813485 9.53083e-05 -0.000317045 -0.0010762 0.00358987 0.00898764 0.00564445 -1.67556e-05 -6.3986e-06 -4.20865e-06 0.000338611 0.000742463 -0.000988514 -7.29292e-05 0.000280577 4.61486e-05 0.000394933 0.00101444
internal_weight=1.3253e+06 140378 24367 116011 1.18492e+06 253228 4642 1216 248586 3939 3914 1066 3426 244647 38750 10034 486 207 171 931692 919231 918820 61934 31259 3710 30675 22083 19601 16504 9486
internal_count=1325298 140378 24367 116011 1184920 253228 4642 1216 248586 3939 3914 1066 3426 244647 38750 10034 486 207 171 931692 919231 918820 61934 31259 3710 30675 22083 19601 16504 9486
cat_boundaries=0 1
cat_threshold=2816
is_linear=0
shrinkage=0.05


Tree=274
num_leaves=31
num_cat=0
split_feature=23 52 35 39 104 76 19 123 17 122 34 110 9 105 79 67 91 74 125 67 98 61 57 71 60 17 78 113 41 41
split_gain=1.1039 3.26905 3.40077 3.13725 3.81282 3.49903 3.40277 3.65658 5.24937 3.33847 6.20794 3.08835 3.61015 2.86265 3.47254 3.0791 4.10336 3.076 3.92229 3.03355 3.87106 3.02217 3.23508 2.83809 2.81077 2.76302 2.69042 2.60317 2.53338 2.61284
threshold=5.2850000858306894 0.19500000029802325 16.050000190734867 17.349999427795414 -0.88341546058654774 25.005000114440922 6.9049999713897714 -0.35019405186176294 6.0650000572204599 -0.95368063449859608 16.349999427795414 -0.17252279818058011 10.650000095367433 0.17891669273376468 3.3950001001358037 0.15500000119209292 -0.66008222103118885 0.40351140499114996 -0.07845610752701758 0.54500001668930065 -0.96563678979873646 0.33407317101955419 191.15296936035159 223.74164581298831 0.34734831750392919 6.4600000381469735 5.2750000953674325 -0.96359375119209278 13.050000190734865 12.650000095367433
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 11 3 4 24 -6 7 9 26 10 25 12 13 14 17 16 -16 18 21 -15 -21 22 -1 -11 -3 -5 -9 -24 29 -7
right_child=-2 2 -4 6 5 28 -8 8 -10 23 -12 -13 -14 19 15 -17 -18 -19 -20 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0045283161941915753 1.9454727910492973e-05 -0.0022480425574487538 -0.0012318135812237011 -0.0035779230116791691 0.00019948620829674185 -0.0013483783719374781 -0.00013937905972378085 0.014402664435051738 0.005688550043620612 0.0083766409238550544 0.032948201890710904 2.5629237736267089e-06 -0.006042502243031652 0.025928358865591389 0.01303526125651748 0.0017104588325252135 0.0031219049318791312 -0.0034431707411644815 0.015242218241434206 0.01993547822681389 -0.0038463756145740097 -0.01213816550327465 0.002618966218741501 -0.002183209295350973 -0.00058844729123403577 0.01132268794866312 0.040026689767837527 0.023414253354658961 0.012665890052448959 -0.015918287896220722
leaf_weight=60 1172398 3482 10642 56 26685 4162 805 21 101 82 23 93924 145 24 154 1508 324 492 55 28 44 40 34 284 9545 70 20 27 32 31
leaf_count=60 1172398 3482 10642 56 26685 4162 805 21 101 82 23 93924 145 24 154 1508 324 492 55 28 44 40 34 284 9545 70 20 27 32 31
internal_value=2.97524e-06 -0.000123385 -0.00042733 -0.00023875 -0.000314569 -1.21909e-05 0.00203982 0.00470992 0.0118136 0.00275124 0.00906062 5.24719e-05 0.00164963 0.0020494 0.00174706 0.00281888 0.00631575 -0.00125948 0.00371447 0.0105337 0.00540212 -0.000223577 0.00371513 0.000182659 -0.00103204 0.00470019 0.0269022 0.0118234 -0.00134914 -0.0014561
internal_weight=1.3253e+06 152900 56041 45399 43937 30910 1462 657 142 515 149 96859 2935 2790 2694 1986 478 708 216 96 72 161 121 366 13027 126 41 61 4225 4193
internal_count=1325298 152900 56041 45399 43937 30910 1462 657 142 515 149 96859 2935 2790 2694 1986 478 708 216 96 72 161 121 366 13027 126 41 61 4225 4193
is_linear=0
shrinkage=0.05


Tree=275
num_leaves=31
num_cat=0
split_feature=89 70 71 35 37 18 30 96 62 9 119 124 105 12 63 124 97 75 104 29 60 127 108 81 67 35 61 31 38 59
split_gain=1.55203 2.725 3.17427 2.67453 2.37399 3.76889 2.08834 1.99924 4.61928 4.0317 3.06584 2.83567 2.78931 2.48705 2.44191 2.38684 2.1979 2.07625 2.84201 3.32972 2.83313 4.02337 3.14453 2.88958 2.18192 2.40101 2.85294 2.3472 2.17176 2.06925
threshold=0.9348704218864442 245.9256286621094 277.28654479980474 14.150000095367433 13.84999990463257 6.9049999713897714 1010.5499877929689 -0.58660286664962757 0.330006092786789 5.4500000476837167 0.94828754663467418 0.98321744799613964 -0.56328746676444996 2.2849999666213994 0.32171513140201574 0.84335932135581981 -0.48619686067104334 0.65685611963272106 -0.90440598130226124 1018.0499877929689 0.25061738491058355 0.59480014443397533 0.63736343383789074 314.73815917968756 14.065000057220461 15.050000190734865 0.29669037461280828 1014.5499877929689 13.550000190734865 294.25804138183599
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 2 3 4 -2 -6 -3 12 9 14 11 13 16 -11 -9 29 17 -8 19 -19 21 -20 -23 -24 25 26 27 -22 -28 -14
right_child=1 6 -4 -5 5 -7 7 8 -10 10 -12 -13 15 -15 -16 -17 -18 18 20 -21 24 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=1.3951892437180604e-06 -0.0017799272948619109 0.0045155821052984537 -0.013509361647690336 -0.0058500191733738029 0.028501794412732123 -0.00088705636250476037 -0.0029424948333615316 -0.013924297935251767 -0.0053060624908794762 0.01799785963225144 -0.0011169465717911307 0.030889828235376629 0.00022258840554909744 0.00040689427987672389 0.0086307665705680856 -0.011732198468449972 0.012450186740006169 0.014373980110511185 -0.0082404799045374 -0.0037933250889182093 0.014499568716422016 7.5626552391510758e-05 0.034705529319630432 0.0084460643958300368 -0.0082353540864805209 -0.012590800474087397 -0.012335182293508279 0.0013622804464402554 0.0057750218436121948 -0.013879786686084118
leaf_weight=1323857 87 191 84 244 20 24 664 30 114 54 36 24 139 32 20 115 31 75 30 38 51 26 22 20 116 33 49 102 25 32
leaf_count=1323857 87 191 84 244 20 24 664 30 114 54 36 24 139 32 20 115 31 75 30 38 51 26 22 20 116 33 49 102 25 32
internal_value=-9.68301e-07 -0.00123868 -0.00472396 -0.00275603 0.00300682 0.0124715 -0.000465478 -0.000972071 0.00269692 0.00735172 0.0115483 0.0156933 -0.00169745 0.0114524 -0.00490227 -0.00616229 -0.000701388 -0.00102729 0.00113915 0.00826462 -0.000559537 0.00701219 0.0137413 0.022201 -0.00253302 1.10993e-05 0.00184309 0.00574138 -0.00621687 -0.00241645
internal_weight=1.32638e+06 2528 459 375 131 44 2069 1878 310 196 146 110 1568 86 50 286 1282 1251 587 113 474 98 68 42 376 260 227 153 74 171
internal_count=1326385 2528 459 375 131 44 2069 1878 310 196 146 110 1568 86 50 286 1282 1251 587 113 474 98 68 42 376 260 227 153 74 171
is_linear=0
shrinkage=0.05


Tree=276
num_leaves=31
num_cat=0
split_feature=89 16 16 69 35 106 5 88 96 66 5 95 76 87 94 94 27 87 28 96 64 115 97 70 12 67 64 87 17 55
split_gain=1.40071 2.92792 2.35354 2.99102 2.37479 2.99729 2.27233 4.4376 4.78565 2.56135 2.58159 2.54988 3.95511 2.73791 2.29781 2.15466 3.02282 3.95001 3.45903 2.13328 3.97118 2.66405 2.04159 2.57768 2.51138 2.15444 4.03268 2.15584 3.17756 2.67252
threshold=0.9348704218864442 12.50999975204468 4.0850000381469735 220.9247741699219 15.449999809265138 -0.80955711007118214 6.4500000476837167 -0.73349520564079274 -0.58660286664962757 0.62500000000000011 8.7500000000000018 0.84174573421478283 1.0049999952316286 0.79675802588462841 0.62396791577339183 -0.26048570871353144 306.50000000000006 0.8537825644016267 1014.5499877929689 -0.77047806978225697 2.9650000333786015 -0.52247866988182057 -0.48619686067104334 325.77627563476568 2.4550000429153447 23.554999351501468 13.625000000000002 0.81442672014236461 8.0099999904632586 1.9550000429153445
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 2 -2 4 5 -4 11 8 15 -9 -11 12 -5 -14 -10 16 -8 -18 -19 -12 21 -21 24 -24 25 26 27 28 -15 -29
right_child=1 -3 3 6 -6 -7 7 9 14 10 19 -13 13 22 -16 -17 17 18 -20 20 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=1.3254294940598195e-06 0.016066397872886488 -0.006149307625623034 0.013242106325924397 0.018587329580581614 -0.014121082031600913 -0.0071610888136395563 -0.0041534916420156755 -0.015919041641208592 0.024854348283261062 -0.0080594389137755539 -0.0055508082859218122 -0.0055498693331440052 -0.0029101300401652369 0.025840944016817958 0.0049383615906533253 -0.0038054088860946266 0.028187338400470177 0.013245831494633523 -0.011919273673133418 0.024655401292819016 -0.0023731711103885185 0.0009348227875307203 0.025568899366242643 0.00076711399480700493 -0.0095970255504475854 -0.011864700524703316 0.023392794080078605 -3.4587256534048188e-05 0.0037078566327691078 0.0088212658564133638
leaf_weight=1323857 21 265 24 35 71 72 60 49 30 213 125 123 261 24 28 190 23 36 22 29 101 20 22 20 41 23 25 418 50 107
leaf_count=1323857 21 265 24 35 71 72 60 49 30 213 125 123 261 24 28 190 23 36 22 29 101 20 22 20 41 23 25 418 50 107
internal_value=-9.19886e-07 -0.00117674 -0.000594448 -0.000750504 -0.00718793 -0.00206029 -0.000232408 -0.00207552 0.00199126 -0.00502147 -0.00392725 0.00125299 0.00206854 0.00148513 0.0152397 -0.000330219 0.00435266 0.0106535 0.00370045 -0.000726684 0.00329342 0.0149735 0.00305658 0.0137585 0.00240327 0.00316372 0.00371765 0.00289648 0.0108862 0.00177032
internal_weight=1.32638e+06 2528 2263 2242 167 96 2075 926 389 537 488 1149 1026 991 58 331 141 81 58 275 150 49 730 42 688 647 624 599 74 525
internal_count=1326385 2528 2263 2242 167 96 2075 926 389 537 488 1149 1026 991 58 331 141 81 58 275 150 49 730 42 688 647 624 599 74 525
is_linear=0
shrinkage=0.05


Tree=277
num_leaves=31
num_cat=1
split_feature=75 14 92 112 107 61 136 39 53 14 95 2 68 72 60 7 124 94 59 53 83 32 125 57 124 64 37 63 88 60
split_gain=1.32415 2.60923 2.76742 2.67325 2.59292 2.54561 2.51144 2.8903 2.28845 2.59485 2.64448 2.30562 2.3242 2.72128 2.53015 2.47244 2.9441 2.23774 2.13677 2.60289 2.59941 2.18708 2.57618 2.9146 2.16679 2.07418 2.10481 2.01441 1.95069 4.91163
threshold=0.85295313596725475 1.8049999475479128 -0.96353414654731739 0.9536806344985963 -0.76393666863441456 0.34217154979705816 0 10.34999990463257 1.6250000000000002 3.6049998998641972 0.92665228247642528 159.50000000000003 298.57804870605474 0.90504065155982982 0.65070509910583507 3.4500000476837163 0.41467745602130895 0.66536530852317821 166.84313964843753 0.064999999478459372 278.82890319824224 16.44999980926514 0.0087262028828263612 266.98864746093756 -0.55191597342491139 27.335000038146976 12.949999809265138 0.66503152251243602 -0.72862431406974781 0.27457310259342199
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 3 -3 5 6 -2 7 -4 9 10 11 -9 15 14 25 16 -13 -15 -7 20 21 22 24 -24 -20 -14 -27 -18 29 -1
right_child=1 2 4 -5 -6 18 -8 8 -10 -11 -12 12 13 17 -16 -17 27 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00087359569875602853 -0.0021739396431778532 0.0015189973420725207 0.0022695316437631109 0.014850550404350675 -0.00044255407305268766 -0.0063456010493479174 -0.00024283629303209671 -0.0011770846422948368 0.0001641164725881294 -0.005078145603861983 0.014142061718334648 -0.0012896572657790718 0.0068471162651784412 -0.0025273981025604759 -0.0017630107955483255 -0.00097194393507874064 0.00058989182471123067 0.013000120381238284 0.014831733689285243 -0.00047568671865147184 -0.0050508310692384843 -0.0051278536149766303 0.0047212685216908102 0.026585774533450603 0.00095620324263478269 0.029637495641197477 0.0072512068187019652 0.014677040937334993 -2.3741903154544019e-05 6.9934214401376439e-05
leaf_weight=20250 2363 2774 1873 28 33737 153 31852 439 36141 127 46 93 470 165 80 515 36 27 39 23973 60 34 27 35 101 21 21 86 859935 310884
leaf_count=20250 2363 2774 1873 28 33737 153 31852 439 36141 127 46 93 470 165 80 515 36 27 39 23973 60 34 27 35 101 21 21 86 859935 310884
internal_value=-8.73892e-07 -0.000149091 -3.99458e-05 -0.000590763 -8.08476e-05 -0.000606905 8.86558e-05 0.000351675 0.000257896 0.00185211 0.0022924 0.0020133 0.00293839 0.00482876 0.00650636 0.000908181 0.00541174 -0.000343841 -0.000455283 -0.000418148 0.00424187 0.00660442 0.00857916 0.0170641 0.00482153 0.00779845 0.0184444 0.0105202 1.59649e-05 0.000119081
internal_weight=1.32638e+06 135316 108503 26813 105729 26785 71992 40140 38267 2126 1999 1953 1514 784 592 730 215 192 24422 24269 296 236 202 62 140 512 42 122 1.19107e+06 331134
internal_count=1326385 135316 108503 26813 105729 26785 71992 40140 38267 2126 1999 1953 1514 784 592 730 215 192 24422 24269 296 236 202 62 140 512 42 122 1191069 331134
cat_boundaries=0 1
cat_threshold=2838
is_linear=0
shrinkage=0.05


Tree=278
num_leaves=31
num_cat=0
split_feature=89 16 60 62 98 111 52 88 110 90 120 100 54 66 116 59 24 126 66 87 58 12 29 112 23 20 74 26 90 14
split_gain=1.27321 2.63984 2.23963 2.70707 2.51743 3.31889 3.36451 3.36578 3.0637 2.92484 2.8141 2.49448 2.85437 3.04002 2.32699 3.19428 3.13934 3.00289 2.77628 2.30516 2.20901 3.7962 2.08833 2.08128 2.22408 2.50542 2.27802 2.36864 2.16328 2.36934
threshold=0.9348704218864442 12.50999975204468 0.29351943731307989 0.54568964242935192 -0.90007638931274403 0.46304558217525488 0.23499999940395358 -0.34208758175373072 0.6281723976135255 -0.68560004234313954 -0.49240480363368982 0.82972848415374767 0.34499999880790716 13.715000152587892 0.89490029215812694 187.9668884277344 322.50000000000006 0.99353402853012096 1.8650000095367434 0.9128212332725526 284.92788696289068 2.1149998903274541 1015.8500061035157 -0.46173103153705591 4.4249999523162851 5.3150000572204599 0.50681105256080639 319.50000000000006 -0.87608936429023732 1.4550000429153445
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 2 4 11 5 6 7 -2 10 22 -7 19 -13 -14 16 -16 17 -6 -17 23 21 -18 -10 24 -4 28 -27 -28 -26 -30
right_child=1 -3 3 -5 14 8 -8 -9 9 -11 -12 12 13 -15 15 18 20 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=1.3103965327237836e-06 0.020422340830555188 -0.0058434661717663679 -0.015628896298585462 0.015001745109000934 -0.0011560404442303778 0.0072198461170773958 -0.0055501166026445878 -0.00011333922706192957 0.0020015129089270803 -0.0057144513239877097 0.025860453705962114 -0.0097296880989301004 0.015881856883827008 -0.0028392207782183378 0.019361081824547821 0.01281353796075564 -0.014589732573570116 0.017824035290290009 -0.0053205066905056518 0.0088835393054745148 -0.020947652051766075 0.0074431415482917249 0.02432530350983143 -0.0094729252850811463 -0.0046797076270717088 -0.0084880332626529383 -0.0036989915974323974 0.0042579364330352599 0.012273311149328947 -0.002104005842651848
leaf_weight=1323857 32 265 32 23 395 40 113 53 22 45 41 27 57 35 31 32 46 22 62 39 31 34 20 128 61 176 424 120 76 46
leaf_count=1323857 32 265 32 23 395 40 113 53 22 45 41 27 57 35 31 32 46 22 62 39 31 34 20 128 61 176 424 120 76 46
internal_value=-8.30289e-07 -0.00112186 -0.000568954 -0.00199257 0.00116901 0.00448854 0.000102751 0.00761774 0.00965751 0.0031424 0.0166552 -0.00231269 0.00456463 0.00875971 -0.000691562 0.00544284 -0.00214384 -0.000154694 0.000852785 -0.00305534 -0.00961656 -0.00522576 0.0126319 -0.00349337 -0.00267477 -0.00221571 -0.00354349 -0.00194379 0.00300833 0.00685236
internal_weight=1.32638e+06 2528 2263 1244 1019 366 198 85 168 87 81 1221 119 92 653 125 528 417 94 1102 111 80 42 1063 935 903 720 544 183 122
internal_count=1326385 2528 2263 1244 1019 366 198 85 168 87 81 1221 119 92 653 125 528 417 94 1102 111 80 42 1063 935 903 720 544 183 122
is_linear=0
shrinkage=0.05


Tree=279
num_leaves=31
num_cat=0
split_feature=89 16 16 69 59 34 22 12 30 101 36 71 91 115 90 69 40 124 62 109 0 60 76 125 61 125 37 34 98 126
split_gain=1.14907 2.38246 2.10754 2.58839 2.30249 2.19691 2.06575 2.15567 1.94979 2.21607 2.85254 2.69393 1.98893 1.89942 1.88014 2.71526 3.58314 2.89962 2.69296 2.98499 3.84137 2.6317 2.57537 2.56245 2.10996 2.09703 2.21909 2.07603 3.15715 2.82959
threshold=0.9348704218864442 12.50999975204468 4.0850000381469735 220.9247741699219 340.22222900390631 13.750000000000002 4.3250000476837167 0.56499999761581432 1010.5499877929689 0.27414448559284216 14.84999990463257 316.39669799804693 -0.84592828154563893 -0.8703225553035735 -0.6479816436767577 330.58357238769537 10.34999990463257 0.737249255180359 0.37316614389419561 0.89218419790267955 318.50000000000006 0.26496878266334539 16.98499965667725 0.83385404944419872 0.31494139134883886 -0.35019405186176294 15.84999990463257 14.449999809265138 -0.98917168378829945 0.72534674406051647
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 2 -2 5 6 -4 -5 -8 9 13 11 12 -11 -9 15 17 -17 27 19 23 -21 -22 25 24 -16 -20 -27 28 -10 -30
right_child=1 -3 3 4 -6 -7 7 8 14 10 -12 -13 -14 -15 18 16 -18 -19 22 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=1.244876665479001e-06 0.015225568388788297 -0.0055512928479872232 0.0024867758848407169 -0.010521557844347424 -0.010206997747133885 -0.01026570422933825 0.012793649846571498 0.0032072234683572644 0.018817192159200968 0.023537161070853473 0.020435263538053514 -0.0066250514782344302 0.0034373686183243992 -0.015443747229874134 -0.0012562774427041928 0.0030188760368360414 0.028031409456438963 -0.0030147032274110432 -0.0048416065212222754 -0.0065581579653856657 0.024734027637168768 0.0034638976452477052 -0.0046886911679757766 -0.010272748969765681 -0.010152971443294745 0.0065321095366725479 0.024065016561116166 -0.0020335163110398132 0.00065012168831670802 0.012574820365183629
leaf_weight=1323857 21 265 47 45 56 120 34 43 38 20 37 36 32 20 376 45 21 347 24 45 26 33 60 155 81 59 26 139 212 65
leaf_count=1323857 21 265 47 45 56 120 34 43 38 20 37 36 32 20 376 45 21 347 24 45 26 33 60 155 81 59 26 139 212 65
internal_value=-7.88774e-07 -0.00106577 -0.000540506 -0.000688181 -0.000206215 -0.00667668 7.1172e-05 0.000312648 9.39084e-05 0.00493286 0.00878674 0.00388906 0.0111681 -0.00271372 -0.00042534 0.00122952 0.0109774 0.000426319 -0.00204654 -0.00338652 0.00444496 0.0128372 0.00363056 -0.00471736 -0.00283315 0.00820997 0.0118951 0.00305635 0.00530236 0.00344834
internal_weight=1.32638e+06 2528 2263 2242 2075 167 2019 1974 1940 188 125 88 52 63 1752 867 66 801 885 716 104 59 169 612 457 109 85 454 315 277
internal_count=1326385 2528 2263 2242 2075 167 2019 1974 1940 188 125 88 52 63 1752 867 66 801 885 716 104 59 169 612 457 109 85 454 315 277
is_linear=0
shrinkage=0.05


Tree=280
num_leaves=31
num_cat=0
split_feature=80 60 35 57 53 57 125 87 6 35 23 61 67 127 115 22 65 67 20 3 119 127 122 59 28 55 94 56 84 125
split_gain=1.17848 3.57106 3.36412 3.23689 2.71226 4.74709 4.37235 5.76921 6.70216 5.56093 4.99646 5.29634 4.84794 4.96754 4.47079 4.02087 3.73852 3.49609 3.85619 4.02517 4.12419 3.4851 3.47868 3.2509 3.2122 3.1906 4.39279 3.07549 2.96555 3.46561
threshold=316.66970825195318 1.0000000180025095e-35 11.550000190734865 201.27823638916018 2.3149999380111699 222.77552795410159 0.98321744799613964 0.8502081334590913 4.1499998569488534 12.650000095367433 7.1449999809265146 0.33839201927185064 3.0349999666213994 0.97233289480209362 -0.74892720580101002 8.6750001907348651 12.465000152587892 1.1150000095367434 6.055000066757203 6.5000000000000009 0.94260558485984813 0.9980967938899995 -0.30069434642791742 243.77849578857425 1017.2500000000001 0.50499999523162853 -0.99892553687095631 189.62852478027347 0.81586974859237682 0.99687939882278453
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 -2 3 -3 5 24 15 8 21 12 11 17 -10 -14 -15 25 -16 -11 19 -19 22 -8 -21 -20 27 26 -7 -4 -24 -30
right_child=1 2 4 -5 -6 6 7 -9 9 10 -12 -13 13 14 16 -17 -18 18 23 20 -22 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=1.3464316336621882e-05 0.0027877321779106725 -0.0020219825301162815 -0.0026096047168927324 -0.000434753196976655 -0.00022046487578989164 0.019032755692454953 -0.0017618138398600297 0.00056022831661587291 -0.0056121330756437162 0.0073838686685466885 -0.002810065965641732 0.0053528152454485438 -0.00085996110211400433 0.035070483386516575 -0.0018286796803723146 0.022993581369519234 0.023092192414872075 0.0059780770482925271 0.025621896443645594 0.048109955418234068 0.0065873224567621945 0.017986751755233853 0.039726716919063494 0.0029083846472203732 0.0011653904914738387 0.00091605262691541465 -0.0012413190319802004 -0.00035252588371246916 0.031716370246102736 0.0074488341143088685
leaf_weight=1213854 1021 3616 1973 28757 51531 27 323 1276 116 79 59 164 85 23 34 20 27 26 23 24 20 24 29 50 2479 11474 2555 6421 31 28
leaf_count=1213854 1021 3616 1973 28757 51531 27 323 1276 116 79 59 164 85 23 34 20 27 26 23 24 20 24 29 50 2479 11474 2555 6421 31 28
internal_value=-8.72992e-07 -0.000155825 -0.000182829 -0.000612044 -6.76674e-06 0.000395281 0.000929349 0.00288287 0.00542681 0.00789684 0.0109114 0.0126194 0.00225906 0.00766177 0.0162849 0.000590578 0.00920187 0.0164636 0.0195688 0.0239599 0.0275018 -0.000395919 0.0312365 0.0100647 -0.000416014 0.000558701 -0.00102931 -0.00088305 0.0266347 0.0201996
internal_weight=1.32617e+06 112315 111294 32373 78921 27390 16517 2441 1165 818 533 474 285 169 84 14076 61 310 231 158 132 347 112 73 10873 14056 2582 8394 88 59
internal_count=1326169 112315 111294 32373 78921 27390 16517 2441 1165 818 533 474 285 169 84 14076 61 310 231 158 132 347 112 73 10873 14056 2582 8394 88 59
is_linear=0
shrinkage=0.05


Tree=281
num_leaves=31
num_cat=0
split_feature=80 60 35 1 73 89 57 17 85 70 127 115 54 10 32 58 23 79 14 74 29 5 8 76 53 80 87 91 93 20
split_gain=1.06358 3.22288 3.03612 3.00479 3.7032 3.16677 2.9213 2.91644 3.70278 3.0418 6.46196 5.36777 4.7999 5.4473 4.20879 5.37539 4.16229 3.49385 4.58263 3.33969 3.11045 2.97711 4.14359 3.42055 3.17413 2.95831 2.93409 4.11783 2.90176 3.5181
threshold=316.66970825195318 1.0000000180025095e-35 11.550000190734865 342.50000000000006 0.83947423100471508 -0.99996528029441822 201.27823638916018 12.50999975204468 0.89277687668800365 316.33235168457037 0.97233289480209362 -0.38266885280609125 0.22500000149011615 11.050000190734865 15.650000095367433 172.23184967041018 5.5050001144409189 33.975000381469734 2.8249999284744267 0.49107100069522863 1015.1499938964845 6.9500000476837167 7.7500000000000009 23.035000801086429 0.69499999284744274 333.41575622558599 0.77400308847427379 -0.99658405780792225 -0.83108302950859059 5.3550000190734872
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 28 6 -4 5 -5 -3 8 9 26 16 12 -12 14 15 -14 20 18 -15 25 -11 22 24 -23 -13 -17 27 -7 -2 -30
right_child=1 2 3 4 -6 7 -8 -9 -10 10 11 21 13 17 -16 19 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.2791100986658651e-05 -0.0065561413812109184 -0.0019208834136303324 -0.00011426366126652914 0.016607120484010973 -0.0012410259384590312 0.023536466972695458 -0.00041301553900025071 -0.00083641483881935193 -0.0019689916865500792 -0.0022834541087615348 -0.0057089481852017343 0.016726348067277286 -0.0055597334731771033 0.017607900496267787 0.023468141130318768 0.0082736769860441046 -0.00049107442511581829 0.004211410411688335 0.041449507743120201 0.0068054534235743175 0.014138139188466799 -0.010554398190887536 0.021923288809231077 0.0022625849274173801 -0.0016080293907887407 0.033657327787174535 0.0004659993851358197 0.0035197790594497023 -0.0010387975570167172 0.0055141561192259859
leaf_weight=1213854 79 3616 70329 34 1665 27 28757 1287 583 42 48 32 79 104 38 22 849 34 25 239 92 68 39 222 90 24 2418 531 301 641
leaf_count=1213854 79 3616 70329 34 1665 27 28757 1287 583 42 48 32 79 104 38 22 849 34 25 239 92 68 39 222 90 24 2418 531 301 641
internal_value=-8.29342e-07 -0.000148033 -0.000173687 -6.4284e-06 0.000876247 0.00138516 -0.000581441 0.00131008 0.00180286 0.00224065 0.00372423 0.00642445 0.00947062 0.0107602 0.00763401 0.00598099 0.000801507 0.0184702 0.0222284 0.00918 0.00899107 0.00228409 0.0077362 -0.000742777 0.00320099 0.0215173 0.00122019 0.00448833 0.00264835 0.00342027
internal_weight=1.32617e+06 112315 111294 78921 8592 6927 32373 6893 5606 5023 2047 1064 613 565 402 364 983 163 129 285 134 451 161 290 122 46 2976 558 1021 942
internal_count=1326169 112315 111294 78921 8592 6927 32373 6893 5606 5023 2047 1064 613 565 402 364 983 163 129 285 134 451 161 290 122 46 2976 558 1021 942
is_linear=0
shrinkage=0.05


Tree=282
num_leaves=31
num_cat=0
split_feature=82 57 53 59 30 35 71 12 52 86 107 94 73 40 12 78 113 18 67 18 0 32 30 73 40 7 24 102 72 43
split_gain=0.990778 3.67376 5.12407 4.49741 4.25102 3.69126 3.16582 3.64573 3.12992 5.31048 4.23966 4.02175 4.24548 4.08652 3.30539 3.13412 3.10513 2.91037 2.96853 3.4788 3.06694 4.41065 3.39513 2.77786 4.41663 4.41596 4.26215 5.24669 3.74699 3.89882
threshold=317.41841125488287 234.49095153808597 2.6750000715255742 109.60454177856447 1008.5499877929689 10.750000000000002 314.54605102539068 0.74500000476837169 0.66500002145767223 0.78547722101211559 -0.42233544588088984 -0.23806256055831906 0.29871323704719549 1.1500000357627871 0.80500000715255748 15.404999732971193 -0.5663846731185912 10.405000209808351 1.1150000095367434 7.4149999618530282 317.50000000000006 14.34999990463257 1016.1499938964845 0.55219060182571422 10.250000000000002 4.7500000000000009 307.50000000000006 0.4878279864788056 0.88454899191856395 10.250000000000002
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=6 3 4 -2 -3 -5 -1 -8 9 11 17 12 -7 -13 -14 -11 -9 18 -10 -20 22 -22 -21 -6 -25 -26 27 -27 29 -28
right_child=1 2 -4 5 23 8 7 16 10 15 -12 13 14 -15 -16 -17 -18 -19 19 20 21 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=-1.9137512212055035e-06 -0.0025549218786057987 -0.0013314455610054302 -0.00025034427456204259 -0.0019334401381944999 0.0017243130869558781 0.020987409360420248 -0.0070718988284187503 0.00030556968952196519 0.0021772036721658776 -0.0014027864426188327 -0.0024034797443390622 0.010397381382553202 0.012425062551417135 0.034312166070396249 -0.0059683542686237148 0.0018124537094441695 0.0015785134391981194 -0.0010734067619024921 -0.0013253967328209662 0.00032608975320898797 0.00055704056638742727 0.0044961471742723585 -0.0030120034260539413 0.00029406314115444144 -0.001476414817390986 0.0010347635748431735 0.016761081572622061 0.031955289829741509 0.020166769476705478 0.0022472837540720189
leaf_weight=1186589 2672 2459 47867 3524 6539 26 159 28892 1693 1206 2419 95 33 22 94 2040 5743 6393 3751 3945 2696 965 944 14587 249 23 52 34 38 420
leaf_count=1186589 2672 2459 47867 3524 6539 26 159 28892 1693 1206 2419 95 33 22 94 2040 5743 6393 3751 3945 2696 965 944 14587 249 23 52 34 38 420
internal_value=-7.87876e-07 -0.000148336 5.02567e-05 -0.000589688 0.00063994 -0.000413748 1.18707e-05 0.000481965 -0.000210291 0.00117831 -0.000424371 0.0079159 0.00257957 0.0148942 -0.00118896 0.000617882 0.000516643 -0.000189542 0.000214242 -5.59228e-05 0.000501012 0.00159535 -0.000318451 0.00086087 0.000494314 0.00407405 0.00651156 0.0194786 0.0050623 0.00384626
internal_weight=1.32617e+06 104786 72268 32518 24401 29846 1.22138e+06 34794 26322 3516 22806 270 153 117 127 3246 34635 20387 13994 12301 8550 3661 4889 21942 15403 816 567 57 510 472
internal_count=1326169 104786 72268 32518 24401 29846 1221383 34794 26322 3516 22806 270 153 117 127 3246 34635 20387 13994 12301 8550 3661 4889 21942 15403 816 567 57 510 472
is_linear=0
shrinkage=0.05


Tree=283
num_leaves=31
num_cat=0
split_feature=120 91 101 107 53 57 81 122 62 52 64 58 77 52 28 16 66 109 70 62 122 114 107 93 69 124 63 16 24 59
split_gain=0.965982 4.0553 2.74151 2.36689 2.12007 2.61378 2.03409 1.95109 2.11985 1.69424 1.94739 1.62064 1.92587 1.67846 1.57604 1.58854 1.45875 1.4228 1.41281 1.33874 3.07778 2.629 1.87074 1.31846 1.33431 1.30259 1.29599 1.82752 1.95469 1.50547
threshold=0.9170251488685609 0.37119913101196295 -0.46715982258319849 -0.97712424397468556 0.10500000044703485 67.236503601074233 308.67872619628912 0.737249255180359 0.23739276826381686 0.39499999582767492 0.33500000834465032 117.68635940551759 13.944999694824221 5.0350000858306894 1018.4500122070314 15.405000209808351 0.70499998331069957 -0.53161039948463429 325.77627563476568 0.32588292658329016 0.71322327852249157 -0.60873827338218678 -0.97226840257644642 0.92754128575325023 323.68858337402349 0.31729258596897131 0.31703893840312963 14.039999961853029 228.50000000000003 223.20597839355472
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 2 3 7 5 -3 -4 26 -9 17 -11 -6 13 25 15 19 -16 -5 23 20 -12 -22 -21 24 -8 -13 27 28 -2 -30
right_child=1 4 6 9 11 -7 18 8 -10 10 14 12 -14 -15 16 -17 -18 -19 -20 22 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=9.0952718591374731e-06 0.017151689049960287 -0.0064389224756847734 -1.0651611651277514e-05 -0.0140074035652527 -0.014238628843799235 0.017934011346237226 -0.00099197577684915811 0.0070969905445559161 -0.0074390137007991118 0.015070696130749725 -0.00020167161682508439 -0.0061393556202180575 0.0072793052531778812 0.0024320748160351763 -0.010220710382048713 -0.0033703323030471327 -0.0016959683620370925 -0.0011310447799041867 -0.0050651845966934129 0.012361228043234654 0.0034736851762448041 0.024452786160691176 0.00017147581868688064 -0.009246673360665111 0.003973438488485824 -0.0178319032606221 -0.003136793047145846 -0.0060668490659445528 0.0077424714885031181 -0.0053915346885332841
leaf_weight=1259166 27 22 59483 41 50 22 4027 27 353 21 83 284 31 54 61 196 283 45 216 33 28 32 681 47 140 26 552 50 48 40
leaf_count=1259166 27 22 59483 41 50 22 4027 27 353 21 83 284 31 54 61 196 283 45 216 33 28 32 681 47 140 26 552 50 48 40
internal_value=-7.48482e-07 -0.000185739 -0.000152386 -0.00174362 -0.0047224 0.00574754 -8.76296e-05 -0.00350969 -0.00640619 -0.000455462 -4.21818e-05 -0.00575763 -0.00468409 -0.00570295 -0.000269362 0.000690526 -0.00320762 -0.00726977 -0.00112124 0.00161926 0.00603506 0.0146625 0.000734868 -0.000919079 -0.000825151 -0.00712002 -0.00197459 0.00191352 0.00538324 0.00177247
internal_weight=1.32617e+06 67003 66514 2601 489 44 63913 1097 380 1504 1418 445 395 364 1397 1053 344 86 4430 857 143 60 714 4214 4167 310 717 165 115 88
internal_count=1326169 67003 66514 2601 489 44 63913 1097 380 1504 1418 445 395 364 1397 1053 344 86 4430 857 143 60 714 4214 4167 310 717 165 115 88
is_linear=0
shrinkage=0.05


Tree=284
num_leaves=31
num_cat=0
split_feature=104 19 52 35 34 118 60 28 87 62 22 4 1 29 122 38 17 98 41 66 112 20 85 9 30 96 27 52 28 37
split_gain=0.985609 3.64578 2.84769 4.69677 5.73401 4.79507 3.85979 5.94957 3.73175 3.4407 2.92899 2.90054 2.74594 3.09925 2.71427 2.56869 2.4602 2.36548 2.38167 2.32923 2.26469 2.2329 3.66384 2.12747 2.12379 2.06924 1.99803 2.86798 3.48474 4.12543
threshold=0.075905535370111479 4.6550002098083505 0.70499998331069957 16.750000000000004 14.750000000000002 -0.41467745602130884 0.3411176353693009 1021.8500061035157 0.77852469682693493 0.3511530607938767 5.4649999141693124 9.6500000953674334 132.50000000000003 1014.2500000000001 0.97625884413719188 16.050000190734867 4.6550002098083505 -0.078864216804504381 6.4500000476837167 0.78499999642372142 0.13052122294902804 4.3350000381469735 0.78322768211364757 8.1500000953674334 1008.4500122070314 -0.88294032216072071 298.50000000000006 9.3750000000000018 1008.8500061035157 13.949999809265138
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 12 3 4 6 8 10 14 -6 25 -3 15 21 -14 16 -4 -8 19 -19 -17 -12 22 -2 -11 -21 -7 -13 28 -28 -30
right_child=1 2 11 -5 5 9 7 -9 -10 23 20 26 13 -15 -16 17 -18 18 -20 24 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-4.3277376370460762e-06 -0.015693456434679252 -0.0060706173063954337 -0.00065582612530651417 -0.0091600365852355023 0.015376547810488514 0.03692863510985827 0.020380981470673132 0.027548093243592212 -0.0092726840089787464 -0.0020682033775797624 -0.00010623765103090768 0.0010714567314589929 0.019616262834169902 -0.0065640983494141929 -0.011107867913177381 0.019371532473283319 0.00352167338024565 -0.0081425417657010248 0.0063401859909804036 0.019746376546099783 0.014954999324399979 -0.013625970599126291 0.0085305324642340075 0.019250906430184844 0.002999057817617484 0.018198459890360633 -0.0015432633335149149 -0.00037901673224374093 0.012645648021930786 -0.010587347356513852
leaf_weight=1316898 27 160 4823 65 28 29 26 31 34 22 87 2487 20 26 26 26 129 80 44 20 35 101 37 25 354 30 80 186 212 21
leaf_count=1316898 27 160 4823 65 28 29 26 31 34 22 87 2487 20 26 26 26 129 80 44 20 35 101 37 25 354 30 80 186 212 21
internal_value=-7.11058e-07 0.00051302 0.000664334 0.00366547 0.00492477 0.0129043 0.00221108 0.00730843 0.00185923 0.0193647 -0.00162098 0.000402504 -0.00598416 0.00481867 0.00384197 -0.000294601 0.00634969 0.00303019 -0.00300351 0.00490063 0.00421461 -0.00899586 -0.00168896 0.00927175 0.00389464 0.0274048 0.0016508 0.00453825 0.00746033 0.0105517
internal_weight=1.32617e+06 9271 9060 727 662 168 494 212 62 106 282 8333 211 46 181 5347 155 524 124 400 122 165 64 47 374 59 2986 499 313 233
internal_count=1326169 9271 9060 727 662 168 494 212 62 106 282 8333 211 46 181 5347 155 524 124 400 122 165 64 47 374 59 2986 499 313 233
is_linear=0
shrinkage=0.05


Tree=285
num_leaves=31
num_cat=2
split_feature=60 56 19 52 8 136 57 136 39 113 52 4 122 31 63 18 92 58 105 99 115 89 9 60 30 128 95 113 91 17
split_gain=1.29349 4.71365 5.533 3.94679 2.95687 3.8168 2.89065 6.01529 5.22472 3.87533 3.77525 2.88693 2.88601 2.85211 2.83096 2.80614 2.79758 2.97966 3.5102 4.43325 3.27491 2.88254 3.89747 3.62172 2.9195 2.84908 2.82422 5.12999 4.28514 4.07322
threshold=0.45983526110649114 186.83428192138675 11.775000095367433 6.3650000095367441 12.34999990463257 0 110.15402221679689 1 14.150000095367433 -0.86159634590148915 0.11499999836087228 10.050000190734865 -0.59480014443397511 1018.2500000000001 0.31000852584838873 8.7100000381469744 -0.98365771770477284 321.61389160156256 -0.98779183626174916 -0.93330124020576466 -0.78257837891578663 -0.31087236106395716 13.949999809265138 0.36080616712570196 1015.6499938964845 147.50000000000003 -0.30544450879096979 -0.88697704672813404 1.0000000180025095e-35 13.344999790191652
decision_type=2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 16 6 -6 7 8 14 -10 13 -2 -5 15 -3 -8 17 21 -19 20 -20 23 24 -1 -23 26 27 29 -28 -18
right_child=1 4 -4 12 5 -7 10 -9 9 -11 -12 -13 -14 -15 -16 -17 25 18 19 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00086869746441584463 0.0019381099758304288 -0.0052944057561132019 -9.8120088670679512e-05 -1.9513066816581318e-05 0.0010365567815685244 3.8200666154019859e-05 0.0016039092904695065 -0.0024765491993765858 0.0060304788164800352 0.00032842185605122103 -9.1531940082298802e-07 -0.0025445247836876662 -0.00093008785768909088 -0.0045249934241229249 -0.00011821587188072362 0.0062404778616706805 -8.8162811153621621e-05 -0.012755191398243751 0.024438363902790604 0.0019227168309614473 0.0055309941878124158 -0.00053136942139505672 -0.0081453332179865136 0.00092718791750718275 -0.0024161705816810237 -0.00098867825174695141 -1.5750232100462839e-05 0.00044429917377725631 -0.0013794202008280869 -0.0018254017291536148
leaf_weight=6856 8513 338 7455 14986 16235 23325 1129 3419 591 601 331089 375 20751 139 1209 459 30487 31 43 322 49 6175 204 4754 3079 7205 740755 84867 5806 3794
leaf_count=6856 8513 338 7455 14986 16235 23325 1129 3419 591 601 331089 375 20751 139 1209 459 30487 31 43 322 49 6175 204 4754 3079 7205 740755 84867 5806 3794
internal_value=-7.99958e-07 7.50202e-05 0.000906409 -3.29875e-05 3.91255e-05 0.000448187 -8.61411e-06 -0.00108203 0.000665319 0.00315553 1.1247e-05 0.00174898 -0.000548246 0.00234292 -0.00124915 0.00294408 -1.24002e-05 -0.00057568 0.0034732 0.00468837 0.0143681 -0.000661201 -0.00130918 -0.000133328 -0.00115848 1.48186e-06 9.72263e-06 0.000235782 -2.63555e-05 -0.000280429
internal_weight=1.32504e+06 394877 16343 930164 378534 39560 338974 6158 2739 1192 332816 8888 35737 1727 1547 1588 894427 21513 445 414 92 21068 9458 11610 9254 872914 865709 119148 746561 34281
internal_count=1325041 394877 16343 930164 378534 39560 338974 6158 2739 1192 332816 8888 35737 1727 1547 1588 894427 21513 445 414 92 21068 9458 11610 9254 872914 865709 119148 746561 34281
cat_boundaries=0 1 2
cat_threshold=3345 800
is_linear=0
shrinkage=0.05


Tree=286
num_leaves=31
num_cat=2
split_feature=60 56 19 52 4 136 4 92 58 105 71 55 72 89 13 60 78 1 30 128 95 114 136 15 19 33 91 56 53 4
split_gain=1.16733 4.25409 4.99353 3.56197 2.73589 3.95998 2.60546 2.52482 2.68914 3.16796 4.12421 2.94681 2.77631 2.60149 3.37304 3.29747 3.29169 3.23068 2.97698 2.57129 2.54886 4.88823 5.25686 4.70738 4.36095 4.11002 3.86734 3.38494 3.37929 3.76907
threshold=0.45983526110649114 186.83428192138675 11.775000095367433 6.3650000095367441 8.3499999046325701 0 10.050000190734865 -0.98365771770477284 321.61389160156256 -0.98779183626174916 288.99787902832037 1.1050000190734866 0.54425370693206798 -0.31087236106395716 2.9550000429153447 0.34924416244030004 8.4449996948242205 324.50000000000006 1015.6499938964845 147.50000000000003 -0.30544450879096979 -0.82409480214118946 1 0.70499998331069957 7.4149999618530282 12.750000000000002 1.0000000180025095e-35 200.09995269775393 0.14500000327825549 4.5499999523162851
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=3 2 6 7 -3 -6 -2 8 13 -10 11 -11 -13 15 18 -1 17 -17 -15 20 21 23 24 -9 27 -24 -22 -23 29 -28
right_child=1 4 -4 -5 5 -7 -8 19 9 10 -12 12 -14 14 -16 16 -18 -19 -20 -21 26 22 25 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0009224161949295455 0.0018412044816669519 -2.9642339300684024e-05 -9.3214094077031246e-05 -0.00052083393346998637 0.0007407324555343364 2.7893887816680335e-06 -0.002417298514892658 -0.0020081156951847123 -0.012117431793482073 0.020436643693088133 0.00086746821312179217 -0.0014713787772464302 0.017002511921931397 -0.00052801378963353047 -0.011598367132515145 0.00037676746831547306 0.0022080485420812651 -0.0041666527780173327 -0.002417834339666879 -0.00093924433217520422 -1.4962720388103754e-05 -0.0039608244819557478 -0.00034025517136334585 -3.7525939405814806e-05 0.0018769339841924204 0.00056028523016397153 0.0079100768680551228 0.00058399410212505668 -0.0017282859233423522 -0.00046809571899607987
leaf_weight=6137 8513 303549 7455 35737 30965 44020 375 3258 31 55 273 53 33 6255 78 2720 2296 457 3125 7205 740755 561 18062 43417 9889 42442 196 1519 5184 426
leaf_count=6137 8513 303549 7455 35737 30965 44020 375 3258 31 55 273 53 33 6255 78 2720 2296 457 3125 7205 740755 561 18062 43417 9889 42442 196 1519 5184 426
internal_value=-7.6049e-07 7.12675e-05 0.000861089 -3.13381e-05 3.71673e-05 0.000307622 0.00166153 -1.17802e-05 -0.000546896 0.00329954 0.00445395 0.011398 0.00561744 -0.000628141 -0.00124372 -0.000126662 0.000765636 -0.000276787 -0.00115762 1.40777e-06 9.2365e-06 0.000223993 0.000481007 -0.000175077 0.00143802 0.000291403 -2.50377e-05 -0.000641796 -0.00131045 0.00217197
internal_weight=1.32504e+06 394877 16343 930164 378534 74985 8888 894427 21513 445 414 141 86 21068 9458 11610 5473 3177 9380 872914 865709 119148 72473 46675 11969 60504 746561 2080 5806 622
internal_count=1325041 394877 16343 930164 378534 74985 8888 894427 21513 445 414 141 86 21068 9458 11610 5473 3177 9380 872914 865709 119148 72473 46675 11969 60504 746561 2080 5806 622
cat_boundaries=0 1 2
cat_threshold=3345 66
is_linear=0
shrinkage=0.05


Tree=287
num_leaves=31
num_cat=0
split_feature=87 100 2 53 60 52 98 85 7 35 71 126 69 98 85 55 85 61 99 54 63 97 63 70 107 55 22 28 95 10
split_gain=1.26726 1.81159 2.03204 2.32194 1.57593 2.49667 2.52766 4.15532 2.46131 2.44887 2.39345 2.51654 2.34978 2.16866 2.12512 2.56746 2.17343 1.90679 1.58547 2.57134 2.16054 2.01215 2.00101 1.87414 1.57111 2.23621 2.85274 1.54988 1.50907 1.45757
threshold=0.92649972438812267 -0.47229689359664911 306.50000000000006 2.2749999761581425 0.39834506809711462 0.11499999836087228 -0.99517545104026783 0.91452026367187511 8.9499998092651385 18.349999427795414 278.62094116210943 -0.043617725372314446 320.71708679199224 -0.7976388931274413 0.92337831854820263 0.50499999523162853 0.89350286126136791 0.53177735209465038 -0.93936672806739796 0.064999999478459372 0.25661152601242071 -0.99592000246047963 0.25297069549560552 271.79298400878912 -0.99910566210746754 0.18500000238418582 5.6250000000000009 1013.9500122070314 0.19021319597959521 12.34999990463257
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 2 -2 -4 9 6 7 10 17 12 11 -6 13 18 16 -16 -14 -8 21 -20 -21 23 -23 28 -25 26 -26 -24 -3 -22
right_child=1 4 3 -5 5 -7 8 -9 -10 -11 -12 -13 14 -15 15 -17 -18 -19 19 20 29 22 27 24 25 -27 -28 -29 -30 -31
leaf_value=2.4002226257505365e-06 -0.00014830792987547618 -0.0063886223579324858 0.019776918814103636 0.00057896298655707923 -0.00060869881316371591 -0.000771182653430731 -0.0046790894046555174 0.00020098720974140411 0.01262635265970055 0.011973898559808731 0.031614235770844282 0.022096183666816125 0.012854096102334248 -0.0067029572193725755 0.025441316785290838 0.0029841824993491178 -0.003901048543397337 0.0077842140874753779 0.015656020726870609 0.015004365589647068 -0.0039008801531552071 -0.011689305521045509 -0.005581425461570629 -0.005713684617987146 0.0046714093070477246 -0.00054258995147018357 0.029905774861219384 0.00021487300943235979 0.0061329587799264125 0.00416313104558354
leaf_weight=1319660 95 97 36 28 23 3179 144 69 34 30 21 26 24 325 20 35 100 39 27 21 199 89 331 23 24 34 21 177 32 78
leaf_count=1319660 95 97 36 28 23 3179 144 69 34 30 21 26 24 325 20 35 100 39 27 21 199 89 331 23 24 34 21 177 32 78
internal_value=-7.22184e-07 -0.000766475 0.00449114 0.0113778 -0.000926559 -0.000326515 0.00364427 0.0089084 0.000272311 -0.00218391 0.0174914 0.0114388 -0.00244024 -0.0030955 0.0029702 0.0111504 -0.000658117 -0.00202298 -0.00207865 0.000880779 -0.000457917 -0.00324026 -0.00477348 0.00072221 0.00578698 0.00913528 0.0164474 -0.00356185 -0.00328249 -0.00163015
internal_weight=1.32504e+06 5381 159 64 5222 3535 356 139 217 1687 70 49 1657 1478 179 55 124 183 1153 325 298 828 597 231 102 79 45 508 129 277
internal_count=1325041 5381 159 64 5222 3535 356 139 217 1687 70 49 1657 1478 179 55 124 183 1153 325 298 828 597 231 102 79 45 508 129 277
is_linear=0
shrinkage=0.05


Tree=288
num_leaves=31
num_cat=0
split_feature=87 100 126 72 92 60 52 28 7 114 91 35 54 69 98 85 55 85 104 99 21 105 39 91 85 67 79 37 31 68
split_gain=1.14371 1.63496 1.6377 1.91879 1.45061 1.42228 2.25324 2.37759 3.1362 2.57324 2.39925 2.21011 2.18931 2.12067 1.95978 1.91792 2.31713 1.96247 1.76309 2.80186 2.78552 1.64051 3.06202 1.89401 1.44785 1.53329 1.3916 1.30655 1.66869 1.27582
threshold=0.92649972438812267 -0.47229689359664911 0.59480014443397533 0.49139942228794103 -0.93590453267097462 0.39834506809711462 0.11499999836087228 1010.4500122070314 6.8500001430511483 -0.95878320932388295 -0.98645520210266102 18.349999427795414 0.064999999478459372 320.71708679199224 -0.81075280904769886 0.92337831854820263 0.50499999523162853 0.89423665404319774 -0.96291872859001149 -0.92568483948707569 4.7349998950958261 -0.98779183626174916 12.550000190734865 -0.077934440225362764 0.87937375903129589 2.1450001001358037 9.9250001907348651 14.550000190734865 1012.4500122070314 276.71905517578131
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 2 4 -4 -2 11 7 -7 10 29 12 13 -9 14 18 17 -17 -15 19 21 -20 22 -3 -23 25 -22 -24 -28 -29 -10
right_child=1 5 3 -5 -6 6 -8 8 9 -11 -12 -13 -14 15 -16 16 -18 -19 20 -21 24 23 26 -25 -26 -27 27 28 -30 -31
leaf_value=2.2802109273042493e-06 -0.011263121268976564 0.015325263878533051 0.0016241376203569502 0.018548968785634154 0.0034559061117969189 -0.0038340181538917342 -0.00073262353235387361 0.023374005682442502 0.013954868274075645 0.0012331965046801739 -0.00058890015274386286 0.011375203790764015 0.0036255002668541345 0.011892003813758493 -0.006227749952578767 0.024169251304119829 0.0028349733884845464 -0.0037861243163169636 0.016162054398312017 0.012643113285303115 0.018121444992721083 -0.0055028585038618544 -0.0054749868559408749 -0.016934377178549769 -0.0015601651093926779 0.00047349986562039703 -0.007816081732511521 0.00014355080039781887 0.01762506105005741 0.031383781773703441
leaf_weight=1319660 22 23 33 34 70 85 3179 23 21 21 149 30 36 25 347 20 35 99 26 25 20 186 245 45 441 32 25 43 20 21
leaf_count=1319660 22 23 33 34 70 85 3179 23 21 21 149 30 36 25 347 20 35 99 26 25 20 186 245 45 441 32 25 43 20 21
internal_value=-6.86075e-07 -0.000728151 0.00426658 0.0102129 -6.38613e-05 -0.000880231 -0.000310189 0.00346205 0.00575049 0.0155239 0.00279026 -0.00207472 0.0113241 -0.00231823 -0.00294072 0.00282169 0.0105929 -0.000625211 -0.00193224 -0.0037502 0.000211487 -0.00444838 -0.00231915 -0.00772978 -0.00062972 0.00726117 -0.00353784 0.00185536 0.00569324 0.0226693
internal_weight=1.32504e+06 5381 159 67 92 5222 3535 356 271 63 208 1687 59 1657 1478 179 55 124 1131 612 519 587 356 231 493 52 333 88 63 42
internal_count=1325041 5381 159 67 92 5222 3535 356 271 63 208 1687 59 1657 1478 179 55 124 1131 612 519 587 356 231 493 52 333 88 63 42
is_linear=0
shrinkage=0.05


Tree=289
num_leaves=31
num_cat=1
split_feature=94 120 59 112 16 78 136 111 54 18 30 12 59 97 67 15 0 8 22 12 58 90 52 116 104 78 87 30 84 52
split_gain=1.11801 4.64064 3.59488 4.80759 4.33648 3.54579 4.63503 4.42972 4.29101 4.87419 4.02846 3.72278 4.15058 3.59582 3.47688 3.38696 3.31506 4.6055 4.57681 3.30589 3.18942 3.16348 3.55152 4.16316 6.63608 5.99065 4.09293 4.02294 3.75613 3.15833
threshold=-0.17088662832975385 -0.78257837891578663 213.68294525146487 -0.9099266231060027 13.344999790191652 7.3250000476837167 0 0.077873915433883681 1.9550000429153445 9.5450000762939471 1010.2500000000001 2.3950001001358037 175.4060974121094 -0.46293948590755457 3.1350001096725468 0.86500000953674328 14.500000000000002 7.0499999523162851 4.9449999332427987 2.1450001001358037 167.748405456543 0.02021788060665131 0.27500000596046453 -0.14780378341674802 -0.89713454246520985 2.7849999666213994 0.77852469682693493 1020.5499877929689 0.77040836215019237 0.15500000119209292
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 4 -3 6 15 10 9 16 13 12 -10 -8 -11 -5 17 18 -7 -1 -14 -2 23 24 25 28 -24 -25 -23 -27
right_child=21 2 -4 5 -6 8 7 -9 11 14 -12 -13 20 -15 -16 -17 -18 -19 -20 -21 -22 22 26 27 -26 29 -28 -29 -30 -31
leaf_value=0.00053901378150666924 -1.8007801975956298e-05 -0.00070457308158813653 0.00015299392452368634 -0.00094577308212247821 -0.003029812892070331 0.014219532407776909 -0.0052415870526618408 -0.00064523215497050608 0.0020222573972467229 0.0020609785369249609 -0.0021602426865557777 -0.00073305605729238584 0.0029855925987809055 -0.01780326163589761 -0.0046489977997509818 0.00073891196783197393 -0.00065018274293119347 -0.0011052187612954603 0.0023746087316919881 -0.00081258377480604405 0.00029154225646596028 0.015932070882990958 -0.0044214074537152741 -0.00096716311676146481 -0.0070280847614448451 0.012057479578351345 -0.00096806528621852213 0.0096756938924881242 0.043132123909890657 -0.0095093500334769501
leaf_weight=64216 1023403 12506 125945 4114 2388 86 219 25102 5465 236 1602 4666 1171 77 1061 10856 9617 1172 1577 4867 17769 30 1048 861 51 58 4733 99 22 24
leaf_count=64216 1023403 12506 125945 4114 2388 86 219 25102 5465 236 1602 4666 1171 77 1061 10856 9617 1172 1577 4867 17769 30 1048 861 51 58 4733 99 22 24
internal_value=-6.51771e-07 8.52235e-05 -2.45628e-05 -0.000248895 -0.00107739 -0.000103365 -0.000429959 -0.000821032 0.000216746 -0.000511069 -0.0031504 0.000560962 0.000808366 -0.00850932 -0.00342806 0.000275749 -0.000207235 0.00129535 0.00298715 0.000443792 0.000458107 -2.52153e-05 -0.00109021 0.0014539 0.00832187 0.014164 -0.0015941 0.000130382 0.0274398 0.00574524
internal_weight=1.32504e+06 294712 225629 99684 14894 84790 41970 27000 42820 13749 1898 29071 24405 296 1297 14970 12452 2835 1663 69083 18940 1.03033e+06 6926 1145 185 134 5781 960 52 82
internal_count=1325041 294712 225629 99684 14894 84790 41970 27000 42820 13749 1898 29071 24405 296 1297 14970 12452 2835 1663 69083 18940 1030329 6926 1145 185 134 5781 960 52 82
cat_boundaries=0 1
cat_threshold=4198
is_linear=0
shrinkage=0.05


Tree=290
num_leaves=31
num_cat=2
split_feature=75 14 33 106 52 125 116 136 61 3 57 71 52 77 62 59 68 12 62 136 117 128 52 72 123 52 92 122 20 35
split_gain=1.32843 2.86282 3.22025 2.49533 3.1435 4.06206 2.25314 2.17669 2.13736 2.08371 1.9502 2.05712 3.98281 4.09396 2.54505 3.19603 2.01032 2.45904 2.10231 2.62845 2.46309 2.39015 2.22882 2.15284 2.84412 2.11414 2.3317 2.42784 2.59652 2.00658
threshold=0.8007808029651643 1.7549999952316286 10.150000095367433 -0.81854555010795582 4.0750000476837167 0.88697704672813427 0.83385404944419872 0 0.34024845063686376 353.50000000000006 225.25468444824222 267.18276977539068 0.034999999217689044 4.0650000572204599 0.4172105491161347 252.80832672119143 320.62953186035162 1.3949999809265139 0.51338228583335888 1 0.78257837891578685 339.50000000000006 1.3450000286102297 0.91268742084503185 -0.82409480214118946 1.4149999618530276 -0.65322396159172047 0.36648726463317877 6.6949999332427987 14.050000190734865
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -6 -9 -7 16 12 13 14 -12 -16 18 -18 19 20 25 23 -20 -21 -25 26 -4 28 -28 -15
right_child=1 3 10 -5 7 9 -8 8 -10 -11 11 -13 -14 29 15 -17 17 -19 22 21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=2.9185662155109354e-05 -0.0017000208847527836 0.0004207833288755933 0.00035422092095311534 -0.0001978595047093766 0.00027647623544905186 0.0025505750325340621 0.0061617319639691434 -0.0028071943837638894 -0.00018794504573072451 0.011999921292687456 0.02659162025898695 -0.00026055768459995704 0.00056682292256291552 0.0083882970090668942 -0.0045363903613178996 0.021546463101791841 -0.0028214838834246625 0.0049728244070676407 0.001739283615131689 -0.0026393363082807533 -0.0064740042775928777 0.011004925996178028 -0.00071639969291734096 0.022418206557631493 -0.0026614441518456895 -0.00074656795041938648 0.0084595557720186648 0.018680655825379734 -0.0051670003421034442 -0.0055020175453347085
leaf_weight=1084998 4536 14128 342 90852 43854 2110 173 796 36188 60 35 29588 4597 52 23 24 150 311 1086 3796 146 33 6194 20 26 1453 122 37 49 52
leaf_count=1084998 4536 14128 342 90852 43854 2110 173 796 36188 60 35 29588 4597 52 23 24 150 311 1086 3796 146 33 6194 20 26 1453 122 37 49 52
internal_value=5.6059e-06 -0.000100625 -0.00042645 -9.41718e-06 0.000166521 0.000796097 0.000490232 3.82428e-05 -0.000244253 0.00281185 -0.000306437 -0.000105034 0.000857047 0.00802995 0.016384 0.00878251 -0.000809338 0.00243672 -0.000921818 -0.00161277 -0.000203222 -0.0023878 -0.000350071 -0.00250905 0.00824275 0.000252844 0.00289311 0.00706763 0.00455487 0.00144314
internal_weight=1.32583e+06 240833 52672 188161 97309 16471 14301 80838 36984 2170 48136 34371 4783 186 82 47 13765 461 13304 6024 2149 3875 7280 3842 46 2003 550 208 171 104
internal_count=1325831 240833 52672 188161 97309 16471 14301 80838 36984 2170 48136 34371 4783 186 82 47 13765 461 13304 6024 2149 3875 7280 3842 46 2003 550 208 171 104
cat_boundaries=0 1 2
cat_threshold=2964 5236
is_linear=0
shrinkage=0.05


Tree=291
num_leaves=31
num_cat=3
split_feature=92 12 79 83 106 27 63 136 28 31 7 36 136 123 19 56 65 136 19 56 109 65 87 126 65 34 91 23 99 52
split_gain=1.07919 5.20693 5.38034 4.30188 4.2493 4.2007 4.27542 4.06947 4.21037 3.78161 4.31622 4.18368 5.4104 3.78124 4.23859 4.31569 4.22202 4.46489 4.21786 3.53613 3.47794 3.39185 3.29624 3.28535 3.23251 3.20354 3.17822 3.98849 3.15197 3.08458
threshold=-0.068167630583047853 2.5849999189376835 16.98499965667725 309.18850708007818 -0.73574835062026966 305.50000000000006 0.33922076225280767 0 1009.1499938964845 1018.1499938964845 3.3500000238418584 15.34999990463257 1 -0.23343648016452787 9.5450000762939471 209.68546295166018 19.73499965667725 2 8.0099999904632586 197.83196258544925 0.10463794693350793 46.774999618530281 0.73495990037918102 0.026175950653851036 9.5850000381469744 19.050000190734867 -0.72592619061470021 6.0850000381469735 -0.64856702089309681 4.3150000572204599
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -4 -7 -6 -9 10 11 12 28 14 18 20 17 23 -12 -3 -16 -8 29 -15 25 -14 -19 -28 -1 -20
right_child=-2 19 4 -5 7 6 21 8 -10 -11 13 -13 24 16 15 -17 -18 26 22 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00080163733268833165 -2.0232823782516572e-05 -0.0022224717310615344 0.00047332615558697238 -0.00032451055689500631 0.00067571792817416063 0.0031893215118498131 0.0010168771624744885 -0.0043456244443818423 -0.0003942003004833733 -0.00027104782459164134 -0.00025787830844957481 0.00092404974504456503 -0.0010400681411109152 0.0021342307961342683 -0.0024381779128867867 -3.8189366022697845e-05 0.0033607207828476853 0.00073938735247391246 0.0023626420219242869 -0.00039578558574098757 -0.00072179901536121942 0.021145643790562951 0.00078598945729811936 -0.00066503984897106248 0.0006654626237948642 0.018058768549764698 -0.0020525674894440351 0.00014987281846860149 -0.0012716397146288663 0.0092195246878311789
leaf_weight=23128 1003647 3047 10299 57353 12950 3961 6162 759 6030 39676 13810 37332 11025 4919 3900 19999 1277 7174 762 20301 12135 21 9913 1332 3944 22 3299 5454 1991 209
leaf_count=23128 1003647 3047 10299 57353 12950 3961 6162 759 6030 39676 13810 37332 11025 4919 3900 19999 1277 7174 762 20301 12135 21 9913 1332 3944 22 3299 5454 1991 209
internal_value=5.32571e-06 8.4944e-05 0.000141129 5.75078e-05 0.000679401 0.00118465 0.00190684 0.000156135 -0.000834734 0.000166349 0.000273722 0.000543119 0.00018857 2.58983e-05 -0.000182358 -0.000528159 0.000565101 0.00040413 0.000322241 -0.000634175 -0.00113925 0.00108524 0.00105832 0.00153529 -0.000562954 -0.00100203 -4.07636e-05 -0.000680225 0.00063705 0.00383853
internal_weight=1.32583e+06 322184 298836 258654 40182 20443 10144 19739 6789 201301 161625 77442 40110 84183 60728 36034 23455 22178 24694 23348 16035 6183 10884 6251 14991 11047 15927 8753 25119 971
internal_count=1325831 322184 298836 258654 40182 20443 10144 19739 6789 201301 161625 77442 40110 84183 60728 36034 23455 22178 24694 23348 16035 6183 10884 6251 14991 11047 15927 8753 25119 971
cat_boundaries=0 1 2 3
cat_threshold=3843 2261 96
is_linear=0
shrinkage=0.05


Tree=292
num_leaves=31
num_cat=3
split_feature=75 18 4 136 15 136 106 117 56 136 39 0 115 53 4 115 95 83 6 102 71 52 35 1 55 91 37 69 81 34
split_gain=1.23569 3.02285 2.76797 2.24826 2.22291 3.28621 2.50293 3.29881 2.97053 4.29026 3.61404 4.20658 3.41833 3.25197 3.41858 3.22113 2.92203 2.89497 2.8419 2.75239 3.04642 2.73152 2.52422 2.51575 2.88814 2.4656 2.38809 2.6135 2.35543 2.28029
threshold=0.8007808029651643 11.120000362396242 6.6499998569488534 0 2.0249999761581425 1 -0.8415120244026183 0.66259482502937328 273.10913085937506 2 12.550000190734865 321.50000000000006 -0.77159520983695973 0.034999999217689044 8.9499998092651385 0.1650413200259209 0.84174573421478283 329.32725524902349 11.449999809265138 0.82945358753204357 306.12556457519537 1.3849999904632571 13.449999809265138 332.50000000000006 0.69499999284744274 1.0000000180025095e-35 12.550000190734865 323.68858337402349 310.60975646972662 11.750000000000002
decision_type=2 2 2 1 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 21 16 9 10 12 26 -9 -14 19 -11 -8 25 -19 20 -15 23 -22 -6 -25 28 27 -12 -16 -10
right_child=1 2 3 -5 6 -7 7 8 29 15 11 -13 13 14 17 -17 -18 18 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=2.7801413104520139e-05 -0.0011515386948530854 -0.00011508393594618561 -0.00029801166835988116 0.00050923468006207351 0.0012721264137406263 -0.00018753508451545541 -0.00076740966355584106 -0.0013146070877279696 -0.0012886697922479056 -0.00066734312619202768 0.0042205421513156786 -0.0019038869609929001 0.013351314686442493 -0.0047947292710887272 0.0093722270579104702 0.018089878840771196 -0.0045810609119792305 0.018770168196955109 -8.3472044804157363e-05 -0.0014128527953454813 0.0054226079738295503 0.00010620678141672002 0.019638148712692784 -0.0025260703453994534 0.0083757947930736838 -0.0088416429491749472 0.0011510051081614827 0.020247738820035013 -0.00043448071462590614 7.8132015404395184e-05
leaf_weight=1084998 16408 97494 10946 40613 2386 19185 15588 447 5346 4707 124 1326 80 72 68 23 519 41 39 176 1294 12956 32 79 263 78 2786 32 615 7110
leaf_count=1084998 16408 97494 10946 40613 2386 19185 15588 447 5346 4707 124 1326 80 72 68 23 519 41 39 176 1294 12956 32 79 263 78 2786 32 615 7110
internal_value=5.05968e-06 -9.73961e-05 4.16069e-05 0.000337897 -0.00032314 -0.000632307 -0.000127291 -0.000334956 3.16954e-05 0.000595222 0.00136178 0.00043426 0.00271198 0.00343338 0.00310483 -0.000574919 -0.000890293 0.000531247 0.00957902 0.00447992 0.00522178 0.000408989 0.00576567 0.00184698 0.00585753 -0.000419898 0.00148809 0.00750817 0.000541883 -0.000508487
internal_weight=1.32583e+06 240833 149053 51559 91780 35593 56187 40503 24396 11940 7210 4268 2942 2495 2415 4730 16107 841 80 1574 1398 15684 1326 2728 342 761 2942 156 683 12456
internal_count=1325831 240833 149053 51559 91780 35593 56187 40503 24396 11940 7210 4268 2942 2495 2415 4730 16107 841 80 1574 1398 15684 1326 2728 342 761 2942 156 683 12456
cat_boundaries=0 1 2 3
cat_threshold=4194 1922 834
is_linear=0
shrinkage=0.05


Tree=293
num_leaves=31
num_cat=2
split_feature=75 18 8 31 2 108 136 87 41 28 86 123 58 35 22 105 31 0 63 119 60 14 26 61 68 81 136 74 52 107
split_gain=1.11525 2.72825 2.5017 2.41781 2.9587 4.04058 2.9729 3.18513 3.35464 3.07464 2.95394 2.76779 2.72903 2.71001 2.51223 2.41085 3.01537 3.45785 2.6431 2.36567 2.58643 2.32833 2.44605 2.72169 2.44855 3.49209 2.40355 3.44554 2.33075 3.47083
threshold=0.8007808029651643 11.120000362396242 7.8500001430511483 1014.9500122070314 356.50000000000006 0.80247995257377636 0 0.85553833842277538 9.8499999046325701 1012.3500061035157 0.8716871738433839 -0.72534674406051625 149.83291625976565 12.34999990463257 8.3649997711181658 -0.35251264274120325 1008.9500122070314 339.50000000000006 0.3077812939882279 0.98897820711135875 0.49741865694522863 2.0049999952316289 318.50000000000006 0.2804850041866303 317.16497802734381 307.92594909667974 1 0.59134435653686535 3.245000004768372 -0.82308685779571522
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=-1 3 -3 4 6 -6 -2 14 9 12 11 -10 -9 19 -8 16 -13 -18 -19 20 -14 22 23 24 -5 -26 27 -25 29 -23
right_child=1 2 -4 21 5 -7 7 8 10 -11 -12 15 13 -15 -16 -17 17 18 -20 -21 -22 28 -24 26 25 -27 -28 -29 -30 -31
leaf_value=2.6411342305170986e-05 -0.00062437338033988871 -0.00011862716310740237 0.00030483676447821875 -0.0033659435552283652 0.0017694979926604086 -0.0086642893794802011 -0.00072190509426239976 -0.0032211987522931551 -0.0058747858242390472 0.0010602016557993965 0.00089111146145856633 0.027981582218005015 0.0022930895102398919 -0.0004594355586188465 0.0023256036302295689 0.00062017902598849369 0.0054158714779007902 0.034427418522536758 0.011971328833973722 -0.0093528498095934685 -0.00034421235372721174 0.0019492154979219871 -0.0024813602622966026 0.0066264503139269642 0.018772273177220938 -0.0028464579102682307 -0.00021996839461111686 -0.0019078329404750465 -0.00062780338292161696 -0.00025781386405745592
leaf_weight=1084998 14951 93385 55668 1348 156 229 9688 662 36 10594 391 24 2424 7890 727 70 156 20 38 53 1508 2574 2402 122 31 47 11587 3865 14402 5785
leaf_count=1084998 14951 93385 55668 1348 156 229 9688 662 36 10594 391 24 2424 7890 727 70 156 20 38 53 1508 2574 2402 122 31 47 11587 3865 14402 5785
internal_value=4.80627e-06 -9.25286e-05 3.95273e-05 -0.000306991 -7.04219e-05 -0.00443657 -3.62781e-05 0.000220326 0.000538771 0.000433102 0.00386427 0.00724364 -9.68098e-05 7.73667e-05 -0.000509179 0.00877697 0.011176 0.00929128 0.0197148 0.00114019 0.00128163 -0.000585382 -0.00098782 -0.000776792 -0.00286756 0.0057456 -0.000585355 -0.00164257 -0.000242335 0.0004218
internal_weight=1.32583e+06 240833 149053 91780 49617 385 49232 34281 23866 23131 735 344 12537 11875 10415 308 238 214 58 3985 3932 42163 19402 17000 1426 78 15574 3987 22761 8359
internal_count=1325831 240833 149053 91780 49617 385 49232 34281 23866 23131 735 344 12537 11875 10415 308 238 214 58 3985 3932 42163 19402 17000 1426 78 15574 3987 22761 8359
cat_boundaries=0 1 2
cat_threshold=5249 4610
is_linear=0
shrinkage=0.05


Tree=294
num_leaves=31
num_cat=1
split_feature=75 66 52 12 57 83 10 60 12 79 136 35 12 95 39 34 101 86 121 64 66 87 6 13 88 9 39 89 39 125
split_gain=1.00751 2.97232 2.9657 2.88503 3.14395 2.89178 2.69876 2.54259 3.12916 2.83704 4.06696 3.15298 2.95941 3.51985 2.90936 3.30857 2.83363 3.94738 2.83159 2.71068 2.68286 2.93188 3.13627 2.59864 3.22315 2.69829 2.59437 2.85492 2.55272 2.5345
threshold=0.78332483768463146 16.664999961853031 8.3550000190734881 2.6049998998641972 204.21167755126956 330.29232788085943 16.849999427795414 0.42731185257434851 3.0849999189376835 18.275000572204593 0 10.750000000000002 2.2050000429153447 -0.14643606543540952 12.449999809265138 13.050000190734865 0.75867247581481945 0.85559028387069713 -0.53727915883064259 16.345000267028812 12.984999656677248 0.87552624940872203 4.5499999523162851 2.3549998998641972 0.34770864248275762 4.8500001430511483 13.250000000000002 -0.65823003649711598 13.050000190734865 0.98321744799613964
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 -5 -6 -7 8 9 12 20 18 13 -2 15 -13 17 -17 -12 -16 23 22 -22 25 -25 26 -11 -28 -27 -14
right_child=1 2 -4 4 5 6 -8 -9 -10 10 11 14 29 -15 19 16 -18 -19 -20 -21 21 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=2.6734903257491604e-05 -6.2763131026992664e-05 0.00070048685687160563 -7.7419248689027093e-05 -0.0021077679166774436 -0.00011737306296239023 0.0017069602715234858 0.010259634278671001 -0.00012195359980248604 -0.0033224632448692806 0.0036123092035144884 0.00097543224951045389 0.00082600839264179802 -0.0027439103091091814 -0.0013490344257400427 -0.00033737871232287912 0.028215776135524114 0.00054091262974820676 0.0071516534034704237 -0.0045571526361006072 -0.0045127466232349357 0.021534692236067108 -0.0030465518179314459 0.0019616884095661289 0.0049323339106353082 0.021520389712625935 0.0019633353151853215 0.0064285105380874411 0.031215272573310707 -0.0044731012288692223 0.0066503997778872385
leaf_weight=1053332 11818 29373 103760 1798 12486 1188 100 89537 1045 118 333 2266 2411 9671 2981 30 84 86 757 447 24 424 139 529 31 748 26 21 194 74
leaf_count=1053332 11818 29373 103760 1798 12486 1188 100 89537 1045 118 333 2266 2411 9671 2981 30 84 86 757 447 24 424 139 529 31 748 26 21 194 74
internal_value=4.56564e-06 -8.11286e-05 6.95399e-05 0.00040881 -0.000141373 0.000115312 0.00237099 -0.000262116 -0.000628456 -0.000543691 0.000200761 -0.000395937 -0.000830553 -0.000641642 6.03603e-05 0.00137011 0.00753476 0.0125993 -0.00286692 -0.000881833 0.00204232 -0.000855589 0.0048436 0.00307501 0.0058506 0.00167092 0.00756918 0.0175034 0.000637785 -0.00246416
internal_weight=1.32583e+06 272499 148705 44945 15572 13774 1288 123794 34257 33212 9238 6984 23974 21489 5894 2466 200 116 1090 3428 2254 587 163 1667 560 1107 165 47 942 2485
internal_count=1325831 272499 148705 44945 15572 13774 1288 123794 34257 33212 9238 6984 23974 21489 5894 2466 200 116 1090 3428 2254 587 163 1667 560 1107 165 47 942 2485
cat_boundaries=0 1
cat_threshold=70
is_linear=0
shrinkage=0.05


Tree=295
num_leaves=31
num_cat=1
split_feature=94 8 90 79 74 62 5 131 136 110 60 101 126 20 86 112 73 59 40 8 63 125 122 1 54 98 72 0 57 89
split_gain=1.34955 4.29336 3.40262 3.15653 3.28475 3.12318 3.11247 2.94197 3.21737 3.61362 3.62039 3.41627 3.16878 3.57998 5.34547 3.65771 3.02755 2.82561 2.77089 2.68019 2.78878 2.76549 3.36852 2.47812 2.46451 3.97597 3.81615 3.24096 3.66099 2.45659
threshold=-0.94477844238281239 17.750000000000004 -0.041428642347455018 15.795000076293947 0.27989397943019872 0.22544811666011813 7.6499998569488534 321.50000000000006 0 0.2465932443737984 0.79015696048736583 0.77596125006675731 0.28400452435016638 5.1050000190734872 0.78090685606002819 -0.9914070963859557 0.41017666459083563 189.79484558105472 12.449999809265138 14.550000190734865 0.26003874838352209 0.66259482502937328 -0.72534674406051625 298.50000000000006 1.544999957084656 -0.97269991040229786 0.28192415833473211 291.50000000000006 67.236503601074233 0.040201563388109214
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 6 -4 -5 8 12 24 11 -11 13 14 -1 16 -16 18 -6 20 21 -19 -23 -17 25 27 -27 28 -10 -22
right_child=-2 -3 3 4 17 -7 -8 -9 9 10 -12 -13 -14 -15 15 23 -18 19 -20 -21 29 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0017328328432389146 4.7154222617235956e-06 -0.0072980973308801019 -0.0031958040016532956 0.023323552328811 -0.00078394634329782299 0.00011397641314270765 0.0023339953322551754 0.0015803420911925843 0.021278247137864432 -0.0010306705138388912 0.0013620217128838868 0.0012352809798585815 -0.00064179427766317056 0.00028886212567809318 0.0049239519756520168 0.0037829396594615365 0.025826155053587947 0.001291101632604646 0.015375484781408752 -0.0036109853718053414 0.0011562232918038578 0.021963987332260747 0.0068371568422169529 0.015380004445529161 -0.0032609115285970277 0.014673721824034021 -0.0038972096959259944 -0.0085634868574777142 0.0031700594539398755 0.005374198869621912
leaf_weight=312 1247504 213 736 33 1518 22566 38 1745 30 19674 2046 1817 10980 9447 30 476 41 179 27 193 2156 44 225 51 2415 29 600 54 401 411
leaf_count=312 1247504 213 736 33 1518 22566 38 1745 30 19674 2046 1817 10980 9447 30 476 41 179 27 193 2156 44 225 51 2415 29 600 54 401 411
internal_value=-7.93697e-06 -0.000209039 -0.000189748 0.000250442 0.0014146 9.4361e-06 0.0120897 -0.000436634 -0.000509349 -0.00087114 -0.000647755 -0.000839091 -4.99843e-05 0.000577376 0.00357253 0.00634055 0.0169942 0.00125514 -0.000501549 0.00210118 0.00246683 0.00610688 0.00931143 0.00490524 -0.0023635 -0.000418021 -0.003041 0.00298374 0.00443049 0.00183156
internal_weight=1.32599e+06 78487 78274 28126 4824 23302 71 50148 48403 27066 23537 21491 21337 10357 910 598 71 4753 1545 3208 3015 448 269 527 3529 1114 629 485 431 2567
internal_count=1325991 78487 78274 28126 4824 23302 71 50148 48403 27066 23537 21491 21337 10357 910 598 71 4753 1545 3208 3015 448 269 527 3529 1114 629 485 431 2567
cat_boundaries=0 1
cat_threshold=101
is_linear=0
shrinkage=0.05


Tree=296
num_leaves=31
num_cat=3
split_feature=94 8 79 132 0 136 114 133 29 136 77 1 74 54 70 64 82 80 62 136 4 22 28 68 18 57 82 60 86 93
split_gain=1.21797 3.87475 3.18394 3.28762 3.25754 4.21763 3.0844 2.98044 2.96991 3.38366 2.82069 2.74879 2.70341 5.17184 2.70413 2.68087 2.87305 2.54462 3.37933 3.39079 2.83948 3.01893 2.88758 2.72338 2.4367 3.88973 2.64078 2.90278 4.14364 2.40902
threshold=-0.94477844238281239 17.750000000000004 15.494999885559084 1018.8500061035157 307.50000000000006 0 0.21643137186765674 1021.0499877929689 1020.7500000000001 1 19.865000724792484 2.5000000000000004 0.29713813960552221 0.42499999701976782 286.91613769531256 0.25499999523162847 249.87410736083987 268.57327270507818 0.35330013930797582 2 3.6499999761581425 5.6050000190734872 1013.7500000000001 269.68141174316412 5.7200000286102304 272.19691467285162 320.39527893066412 0.23264050483703616 0.85501882433891307 -0.14634330570697782
decision_type=2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 -7 -5 10 -10 15 -11 13 -4 -15 16 -1 18 -17 -20 21 22 -21 -24 25 -19 -26 28 -28 -2
right_child=29 -3 12 7 5 6 -8 -9 9 11 -12 -13 -14 14 -16 17 -18 24 19 20 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0080476527741434531 0.0001504860253730544 -0.0069331924444621445 0.027280996850691738 -0.010521531993695786 -0.0023164660811867835 -0.00063317970263982977 0.0021573772901472784 0.0048067633959850888 -0.0057530118518324064 0.012063511236700051 -0.0031772124904431592 -0.0010471943526500951 0.00044358558219841543 0.006715181173546303 -0.00557412043694527 -0.0020460804479262092 0.0043348871554531486 0.0024385193554844892 -0.0024896419577078075 -0.00023699546577801226 0.0019058478565556064 0.00019478864635533879 -0.0090381535571258595 0.0097235325945629961 0.00030081104331128859 0.019054125884155695 -0.0012844188334910495 -0.002551923727143838 0.025982343337752602 -2.8585185374805029e-05
leaf_weight=51 230347 213 25 140 3733 18257 1047 41 471 43 676 569 12368 161 62 3057 575 482 1179 273 2111 3207 245 21 28164 38 38 1218 22 1017157
leaf_count=51 230347 213 25 140 3733 18257 1047 41 471 43 676 569 12368 161 62 3057 575 482 1179 273 2111 3207 245 21 28164 38 38 1218 22 1017157
internal_value=-7.54013e-06 -0.000198587 -0.000180261 -0.000320046 -0.000301444 -0.000780124 -0.000481577 -0.00704938 -4.16101e-05 -0.00262634 2.60751e-05 -0.000123991 0.000547229 0.00571602 0.00329842 7.93044e-05 0.00332609 2.8562e-05 -0.000658077 -5.50178e-05 0.000438568 -0.000387124 -0.00384945 -0.00755697 0.000259863 0.00365274 0.000199939 -0.00202304 0.00871339 4.47965e-06
internal_weight=1.32599e+06 78487 78274 65658 65477 23037 19304 181 42440 1083 41357 612 12616 248 223 40681 626 40055 10093 7036 5857 3746 539 266 29962 520 29442 1278 60 1.2475e+06
internal_count=1325991 78487 78274 65658 65477 23037 19304 181 42440 1083 41357 612 12616 248 223 40681 626 40055 10093 7036 5857 3746 539 266 29962 520 29442 1278 60 1247504
cat_boundaries=0 1 2 3
cat_threshold=7300 837 1920
is_linear=0
shrinkage=0.05


Tree=297
num_leaves=31
num_cat=1
split_feature=52 88 54 52 55 136 27 95 27 28 107 80 18 108 61 96 38 23 52 38 81 123 74 23 3 13 41 106 9 43
split_gain=1.14334 5.15616 5.05758 4.23537 4.76409 5.34788 4.28763 4.28114 4.27978 4.08208 6.10873 3.77601 3.66748 3.52837 4.04776 4.02907 3.26812 3.22045 4.27845 4.10952 3.36363 4.66367 3.18071 3.09778 3.09335 3.22266 5.38904 3.01515 4.79345 4.45798
threshold=3.3449999094009404 -0.71400153636932362 2.9650000333786015 0.074999999254941954 2.935000061988831 0 166.50000000000003 -0.94415345788002003 343.50000000000006 1014.2500000000001 -0.44004365801811213 265.47476196289068 5.4100000858306894 0.63736343383789074 0.46034537255764013 -0.60565409064292897 11.34999990463257 5.305000066757203 0.78499999642372142 16.150000572204593 332.38731384277349 -0.87878364324569691 0.68107670545578014 7.6649999618530282 113.50000000000001 0.92500001192092907 10.150000095367433 -0.9472365379333495 9.2500000000000018 9.0500001907348651
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 6 5 9 -1 -6 17 10 12 22 -5 14 15 -2 -14 19 -19 -7 -20 -22 -11 -18 -24 26 -26 28 29 -3
right_child=2 27 -4 4 7 8 -8 -9 -10 11 -12 -13 16 -15 -16 -17 23 18 20 -21 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.022469438038766387 -0.0021139095694397512 0.00013003197947820871 -2.7039553718150941e-05 -0.0028841364375138626 0.0033645951103142475 -0.00027554872660252687 0.0017047250050541071 0.00065307431536908882 0.004271683710373452 -0.0019574248069236136 -0.0022206813953157991 0.00076068870891512932 -0.0030612676693546419 5.8345426063091225e-05 -0.00037124973729243802 0.0013326578943823361 0.0030557102287822745 0.00068803275947534263 -0.0003006021183956922 -0.0019820495060275936 0.026698260726407172 0.0022732876152459138 0.0097160390544033387 -0.0037978391519145056 0.024572451670161068 -0.0013130049796089443 -0.0031852796964813024 -4.5728894342232231e-06 -0.0025435698215732728 -0.0011097922773857427
leaf_weight=25 9108 20215 384350 321 1527 13925 4448 31178 555 2607 841 10240 244 10195 9981 935 5471 18034 40600 4725 20 856 109 170 34 409 36 740915 2612 11305
leaf_count=25 9108 20215 384350 321 1527 13925 4448 31178 555 2607 841 10240 244 10195 9981 935 5471 18034 40600 4725 20 856 109 170 34 409 36 740915 2612 11305
internal_value=-7.1671e-06 2.4146e-05 -7.60084e-05 0.000307657 0.000256345 8.38039e-05 0.00182078 0.000779676 -0.000103499 0.000803293 0.00177832 0.000292465 0.00232024 -0.000698834 -0.00108434 -0.00179304 0.00260411 -0.00013458 4.50922e-05 -0.000707893 -0.000234462 0.00283094 -0.0012082 0.00284917 0.00211364 0.000383662 0.010297 -2.57398e-05 -0.000485217 -0.000314645
internal_weight=1.32599e+06 911422 414569 136375 131902 99197 4473 32705 78715 20482 7047 13435 6206 30219 20024 10043 5885 78160 59510 18650 41476 876 3195 5641 588 479 70 775047 34132 31520
internal_count=1325991 911422 414569 136375 131902 99197 4473 32705 78715 20482 7047 13435 6206 30219 20024 10043 5885 78160 59510 18650 41476 876 3195 5641 588 479 70 775047 34132 31520
cat_boundaries=0 1
cat_threshold=50
is_linear=0
shrinkage=0.05


Tree=298
num_leaves=31
num_cat=1
split_feature=94 8 62 58 71 86 75 5 124 28 89 13 35 52 79 74 54 29 85 136 11 69 121 16 80 83 25 52 11 60
split_gain=1.08307 3.50036 3.14778 3.39397 3.03541 2.77401 2.59527 2.81715 2.70588 2.48129 4.09574 3.89864 3.46759 4.53978 3.25249 2.7636 2.85534 4.61015 3.44469 2.74211 3.44013 2.50133 3.59668 2.45307 2.97528 3.49365 3.12478 2.41166 3.21972 2.36989
threshold=-0.94477844238281239 17.750000000000004 0.27451921999454504 180.12311553955081 315.99528503417974 0.90227776765823375 0.41058763861656195 11.84999990463257 0.88697704672813427 1016.4500122070314 0.79114130139350902 1.794999957084656 6.9500000476837167 1.6150000095367434 4.305000066757203 0.43380866944789892 0.54500001668930065 1019.2500000000001 0.83781558275222789 0 9.4499998092651385 330.58357238769537 -0.16504132002592084 5.4100000858306894 267.56784057617193 285.28303527832037 224.50000000000003 0.15500000119209292 3.2500000000000004 0.80527478456497203
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 6 29 7 23 -8 21 12 14 13 -11 -12 16 17 18 -14 20 -17 -1 -23 -4 25 26 -25 28 -7 -5
right_child=-2 -3 3 5 -6 27 8 -9 -10 10 11 -13 15 -15 -16 19 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020152289343333542 4.5258617134854486e-06 -0.006587949638586151 0.008163628054758662 -0.00047347609945444725 0.0026617192797047488 0.02363948617130518 0.00026845661374890189 -0.0092153336884359185 -0.0018560765232777483 0.031089707447681577 0.021539947250857949 0.03044765994200134 0.0084933737510854892 0.002033064777894718 -0.0030544238383654596 -0.0008904447115011462 0.00069106302340514968 -0.006044012180063874 0.030902780537252074 -0.0029146411230706638 0.010822035239967095 0.0097020411137914795 -0.0042313398237456574 0.00024270970899641388 0.0024763865888325562 0.010544979626623293 -0.0066182944843840383 0.00083020580269132561 0.0037125937381263258 0.00107280103406547
leaf_weight=4748 1247504 213 145 44813 1473 26 14028 59 1678 20 20 20 47 41 41 218 450 32 27 1078 88 110 80 510 2157 60 246 3344 92 2623
leaf_count=4748 1247504 213 145 44813 1473 26 14028 59 1678 20 20 20 47 41 41 218 450 32 27 1078 88 110 80 510 2157 60 246 3344 92 2623
internal_value=-6.80875e-06 -0.000186966 -0.000169547 -7.00233e-05 0.000475638 -0.000288254 0.000305109 0.00160843 4.14754e-05 -0.00117973 0.000267962 0.0112904 -0.000178223 0.0115598 0.0050093 -0.000547306 0.0024301 0.00981279 0.0166698 -0.00174343 0.00239944 -0.00179012 0.00383535 0.00181324 0.00150351 -0.00106816 -0.00198984 0.0010781 0.00810326 -0.000387974
internal_weight=1.32599e+06 78487 78274 71254 20356 50898 18883 3177 15706 7020 2082 81 2001 61 61 1940 556 106 74 1384 306 4938 190 3118 2973 816 756 3462 118 47436
internal_count=1325991 78487 78274 71254 20356 50898 18883 3177 15706 7020 2082 81 2001 61 61 1940 556 106 74 1384 306 4938 190 3118 2973 816 756 3462 118 47436
cat_boundaries=0 1
cat_threshold=4614
is_linear=0
shrinkage=0.05


Tree=299
num_leaves=31
num_cat=1
split_feature=75 60 52 88 55 52 116 55 55 52 67 55 113 67 63 91 101 136 91 60 116 108 75 85 87 29 9 53 96 5
split_gain=1.07582 1.92098 4.13777 3.44324 5.70757 6.71201 5.60113 4.7584 4.65904 5.2206 6.06553 4.6314 4.07999 4.20117 3.90628 5.51576 3.89034 3.80516 3.62382 3.44756 3.43732 3.36958 3.55165 5.22081 5.62922 4.06743 3.20972 3.12352 4.44068 3.57922
threshold=0.85295313596725475 0.56255111098289501 6.5650000572204599 -0.72862431406974781 5.6649999618530282 2.185000061988831 -0.59480014443397511 2.5949999094009404 1.4049999713897707 0.43500000238418585 2.0049999952316289 0.46500000357627874 -0.82409480214118946 28.125000000000004 0.47563661634922033 -0.095968913286924348 0.78918397426605236 0 -0.20026806741952893 0.4377278089523316 -0.88697704672813404 0.71800780296325695 0.51711913943290722 0.87708556652069103 0.74407759308815014 1013.5499877929689 15.750000000000002 0.10500000044703485 -0.79025050997734059 1.2500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 -8 9 10 20 -11 13 21 -5 -16 -14 19 -18 -13 -1 22 23 24 -12 -25 -10 28 -22 -30
right_child=-2 -3 -4 14 -6 6 7 -9 26 11 12 17 16 -15 15 -17 18 -19 -20 -21 27 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.010934940743151987 -0.00013998274984326753 0.00015320057210861603 -0.00040627903939011959 -9.289897987357615e-06 0.001014951996805859 0.0012144495232707375 -0.001140742139792441 -9.3215605664700475e-05 0.0010366274014457263 -0.0014695151142296225 0.026358747792740663 0.00065636150563734108 -0.00028883105719608194 0.026187272993847727 -0.00081095796614058524 0.00096700042765774557 0.0077940839437153839 -0.00035106321053502782 -0.0016600942354799315 0.0042327660777043878 0.00084486201360839007 0.011876722369817329 0.0024099775311954797 0.041238205200061204 0.001583550838251157 0.0097319163725755747 -0.0020912062445322299 -0.00049295609729515968 0.026342248592687689 0.0057306481423496742
leaf_weight=70 135465 192809 64572 755911 20092 5204 18243 26719 25923 6471 27 5548 2055 20 29773 5111 317 16685 149 767 3481 108 2810 20 152 21 847 6348 23 250
leaf_count=70 135465 192809 64572 755911 20092 5204 18243 26719 25923 6471 27 5548 2055 20 29773 5111 317 16685 149 767 3481 108 2810 20 152 21 847 6348 23 250
internal_value=-6.46941e-06 8.72252e-06 -1.91979e-05 7.58745e-06 0.000233964 0.000105616 -0.0003385 -0.000518242 0.000414659 0.000105741 0.00083746 -0.000287815 0.00214647 0.00334388 -3.31624e-05 -0.000550462 0.000646499 4.46533e-05 0.00477118 0.00108902 0.000106642 0.00319829 0.00288896 0.00900691 0.00532059 0.0251008 0.000937663 0.000183153 0.00132645 0.00746716
internal_weight=1.32599e+06 1.19053e+06 997717 933145 142350 122258 50166 44962 72092 45322 15851 29471 5679 3158 790795 34884 2521 23000 466 6315 10172 3138 3030 220 179 41 26770 10102 3754 273
internal_count=1325991 1190526 997717 933145 142350 122258 50166 44962 72092 45322 15851 29471 5679 3158 790795 34884 2521 23000 466 6315 10172 3138 3030 220 179 41 26770 10102 3754 273
cat_boundaries=0 1
cat_threshold=50
is_linear=0
shrinkage=0.05


Tree=300
num_leaves=31
num_cat=1
split_feature=136 75 56 58 14 27 54 60 64 38 68 120 59 91 59 11 23 71 31 94 9 79 55 91 87 65 20 52 122 30
split_gain=1.14205 1.80894 4.21502 3.90264 3.21903 2.78612 3.26404 2.43622 2.4326 2.04781 1.93661 2.21225 1.92573 1.80753 2.10356 2.54273 2.55042 2.50957 2.01027 1.83103 2.15186 1.74963 3.12062 3.67341 3.1215 2.54046 4.84449 3.90212 3.3709 2.31019
threshold=0 0.75821539759635936 136.6750183105469 138.25171661376956 1.3750000000000002 342.50000000000006 1.3350000381469729 0.45725698769092565 19.835000038146976 12.550000190734865 326.96221923828131 -0.26722820103168482 235.10199737548831 0.45097571611404424 250.41532135009768 11.550000190734865 7.1849999427795419 298.77185058593756 1015.6499938964845 0.031543383374810226 8.9499998092651385 35.524999618530281 0.38499999046325689 -0.67836350202560414 0.84469059109687816 26.82499980926514 5.6549999713897714 13.635000228881838 -0.87878364324569691 1013.2500000000001
decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 9 7 -6 -7 12 13 10 -4 -12 -5 14 15 16 19 -18 -17 -3 -21 25 23 24 -23 -2 -27 28 -28 -25
right_child=21 2 3 4 5 6 -8 -9 -10 -11 11 -13 -14 -15 -16 18 17 -19 -20 20 -22 22 -24 29 -26 26 27 -29 -30 -31
leaf_value=-4.2625747301321635e-06 2.4697725589212463e-05 -0.0047814861417261054 -0.0011535857469232734 -0.0033961922955407543 -6.7595481117199119e-05 0.020418948488723901 0.00058962990558345104 -0.00044686116954223328 -0.0088909286590080679 -0.0037005376543340048 0.020282031806266827 -0.0014183037448674441 -0.0010548164025673396 -0.012512780871027366 -0.0024726223931635918 0.0041530401077566311 -0.001870707395500031 0.011180865530018944 0.021017580475502961 0.0086279116621881258 -0.006652539474048859 0.022336363830926041 -0.00059526964541186365 -0.0036362066682543341 0.0045071710743385751 0.023327917472013963 -0.0016710912276732563 9.4476811760471432e-05 0.001238179418586318 0.0019692402372740018
leaf_weight=413896 702384 273 1151 1472 120714 36 49 8219 128 1151 23 24 2177 39 1941 67 69 79 24 64 36 26 18275 291 440 23 1069 36746 14516 499
leaf_count=413896 702384 273 1151 1472 120714 36 49 8219 128 1151 23 24 2177 39 1941 67 69 79 24 64 36 26 18275 291 440 23 1069 36746 14516 499
internal_value=-1.51727e-06 -5.64933e-05 -0.000213451 -0.000174192 -0.000138422 -6.12236e-05 0.00898793 -0.00092419 -0.00216219 -0.0021944 -0.000747354 0.00920101 -0.00199932 -0.00182991 -0.00166672 0.000889272 -0.000457661 0.00509601 0.00860083 -0.00266126 0.00312695 3.7651e-05 -0.000429581 0.00198122 0.00550193 4.97424e-05 0.000385743 0.00037566 0.00103863 -9.5551e-05
internal_weight=1.3259e+06 551632 137736 135016 132667 120799 85 11868 2720 2349 1198 47 3649 2592 2553 612 521 148 91 373 100 774269 19531 1256 466 754738 52354 52331 15585 790
internal_count=1325901 551632 137736 135016 132667 120799 85 11868 2720 2349 1198 47 3649 2592 2553 612 521 148 91 373 100 774269 19531 1256 466 754738 52354 52331 15585 790
cat_boundaries=0 1
cat_threshold=5313
is_linear=0
shrinkage=0.05


Tree=301
num_leaves=31
num_cat=0
split_feature=72 16 76 40 26 100 35 91 52 29 123 68 19 92 129 18 110 64 12 52 104 26 28 21 14 33 63 29 114 123
split_gain=1.12215 3.80962 4.36616 2.58993 3.23274 2.48976 2.36116 2.86533 2.33313 2.21944 2.21368 2.20405 2.10658 2.09958 3.62784 2.37024 2.69074 1.98005 4.17162 3.17656 3.49363 3.26358 3.45769 3.70328 3.42457 3.26931 3.36649 3.97738 3.45438 3.02671
threshold=0.82181963324546825 10.405000209808351 0.6850000023841859 10.150000095367433 301.50000000000006 -0.97460347414016713 15.050000190734865 0.94113513827323925 0.11499999836087228 1016.3500061035157 -0.62249094247817982 320.06941223144537 8.7100000381469744 -0.23477246612310407 213.50000000000003 11.120000362396242 0.23815660178661349 5.6949999332427987 1.1050000190734866 0.39499999582767492 -0.99010020494461048 343.50000000000006 1013.8500061035157 7.3750000000000009 2.3850001096725468 6.4500000476837167 0.32171513140201574 1014.1499938964845 -0.97233289480209339 0.52247866988182079
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=17 2 -2 12 -5 -3 7 10 9 -7 11 -6 -4 14 15 -10 -17 -1 -19 20 -20 22 23 29 -23 -24 27 -27 -29 -22
right_child=1 5 3 4 6 8 -8 -9 13 -11 -12 -13 -14 -15 -16 16 -18 18 19 -21 21 24 25 -25 -26 26 -28 28 -30 -31
leaf_value=-1.3032013797451354e-05 0.021798579240302471 -0.0054061488740897064 -0.0010463605854997408 -0.0030603566820290784 0.013996092157943099 0.0090497467001509103 -0.0083263398613780733 0.021224801472145255 -0.0003927415354603771 -0.0048417917553436121 0.0023690709595805409 -0.0032313488268603885 -0.00033683348318362194 -4.0059900959177418e-05 0.0035709025614998995 -7.0295752891836376e-05 0.0018041170369896041 0.0026560264711417447 0.0093562596114673494 0.00011517997793150932 -0.00078524791644710157 -0.0043715496001572448 0.020620208173990254 0.015552711272329996 0.015938566029964858 0.020974920268576499 0.00054053607372598397 0.02107140660799783 0.0032551595463353972 -0.011588126963571362
leaf_weight=923850 22 211 14445 261 82 129 42 23 5663 37 739 24 37931 131972 957 3504 4221 1660 145 197272 1075 29 25 33 73 39 899 29 440 69
leaf_count=923850 22 211 14445 261 82 129 42 23 5663 37 739 24 37931 131972 957 3504 4221 1660 145 197272 1075 29 25 33 73 39 899 29 440 69
internal_value=-1.44141e-06 -0.000110495 -0.000471373 -0.000480522 0.00184507 2.12886e-05 0.00325202 0.00381226 2.91065e-05 0.00595344 0.00333831 0.0100955 -0.000532517 2.23852e-05 0.000596871 0.000384282 0.000953898 1.79604e-05 0.000159853 0.000139148 0.00179472 0.00139029 0.00104727 -0.000960478 0.0101641 0.00269749 0.00237904 0.0056326 0.0043568 -0.00143682
internal_weight=1.3259e+06 200263 53569 53547 1171 146694 910 868 146483 166 845 106 52376 146317 14345 13388 7725 1.12564e+06 201788 200128 2856 2711 2609 1177 102 1432 1407 508 469 1144
internal_count=1325901 200263 53569 53547 1171 146694 910 868 146483 166 845 106 52376 146317 14345 13388 7725 1125638 201788 200128 2856 2711 2609 1177 102 1432 1407 508 469 1144
is_linear=0
shrinkage=0.05


Tree=302
num_leaves=31
num_cat=2
split_feature=136 84 72 1 36 56 15 136 36 52 22 38 53 11 96 88 1 52 82 6 91 62 109 15 61 85 123 56 28 12
split_gain=1.03983 1.69443 4.12971 2.61631 4.10404 2.61252 3.32625 2.4872 3.84473 2.54903 3.48155 3.08501 2.41917 2.356 2.27497 2.16377 2.71305 2.33661 3.17108 3.10877 3.35432 3.32688 2.92655 2.80596 2.51672 2.95364 2.11644 2.60658 2.84076 2.11154
threshold=0 0.87890982627868663 0.28192415833473211 108.50000000000001 21.349999427795414 302.46488952636724 1.435000002384186 1 10.750000000000002 2.0349999666213994 7.1649999618530282 13.550000190734865 0.38499999046325689 14.650000095367433 -0.88443872332572926 1.0000000180025095e-35 21.500000000000004 0.39499999582767492 303.93144226074224 0.75000000000000011 -0.95273369550704945 0.32366800308227545 0.84432879090309154 2.054999947547913 0.32803790271282202 0.89659592509269725 -0.36648726463317866 68.635654449462905 1014.6499938964845 1.6649999618530276
decision_type=1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 7 13 -7 8 12 10 11 -10 -4 -3 -13 17 -17 18 -9 20 21 -20 23 -22 25 -25 27 28 29 -5
right_child=-2 2 3 26 -6 6 -8 15 9 -11 -12 14 -14 -15 -16 16 -18 -19 19 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.4502458513184425e-05 3.6004953812900328e-05 0.0046523744476474269 -0.010978999195675201 0.013965584854172035 0.01609379779774605 0.0022782332496717574 0.030769715937120575 -0.0088297043852508077 0.0050218041661020188 0.00027686332094429129 0.020541696046711879 -0.0061516471886231255 -0.00077053188217563948 -0.011948529339354972 0.0054627381365459707 -0.0036217622636928342 0.014669652247712725 -0.00010837311022184749 0.031279997979956016 0.00048759444999002603 -0.0018390192887400864 0.0045797464472707361 0.021959217175996554 0.0027874764055013657 -0.0006339212323749258 0.027764040629925404 -0.0013452883278476631 -0.00033804653096147091 -0.00940812638489507 -0.002375126760214185
leaf_weight=496075 774269 302 68 22 41 20 21 50 895 615 32 120 396 23 65 585 21 8612 28 260 108 20 24 20 31 29 6755 36033 166 195
leaf_count=496075 774269 302 68 22 41 20 21 50 895 615 32 120 396 23 65 585 21 8612 28 260 108 20 24 20 31 29 6755 36033 166 195
internal_value=-1.36934e-06 -5.38275e-05 -0.000315683 -0.000350788 0.000301627 0.00497795 0.0168714 0.000247575 0.00176615 0.00285987 0.00428843 0.00380685 -0.0022666 0.00347754 -0.00207092 -9.40591e-05 -0.0029879 9.68283e-05 0.00319717 0.0043536 0.0082196 0.0201549 0.00551727 0.0034183 0.0105157 0.0175695 -0.000532439 -0.000381659 -0.00448474 -0.000718465
internal_weight=1.3259e+06 551632 55557 55191 12020 366 41 11979 2191 1727 1112 1080 464 325 185 9788 606 9182 570 520 260 48 212 188 80 49 43171 36416 383 217
internal_count=1325901 551632 55557 55191 12020 366 41 11979 2191 1727 1112 1080 464 325 185 9788 606 9182 570 520 260 48 212 188 80 49 43171 36416 383 217
cat_boundaries=0 1 2
cat_threshold=5313 64
is_linear=0
shrinkage=0.05


Tree=303
num_leaves=31
num_cat=0
split_feature=85 3 88 81 22 2 35 75 124 2 58 127 34 26 89 108 83 7 22 96 61 103 98 14 13 2 62 124 76 28
split_gain=1.03204 2.03134 2.31395 1.42637 2.96194 2.30608 1.7853 1.7655 1.74065 2.71175 1.46826 1.23523 1.39182 1.33797 1.20156 2.24275 1.69986 1.58575 1.45399 1.81156 1.78256 1.40968 1.20252 1.18023 1.85914 1.32178 1.36985 1.05214 3.00086 3.54029
threshold=0.92680129408836376 351.50000000000006 -0.75900897383689869 333.64564514160162 6.5450000762939462 314.50000000000006 11.84999990463257 0.56007102131843578 -0.50751903653144825 238.50000000000003 339.67823791503912 0.78257837891578685 12.750000000000002 285.50000000000006 -0.17301856726408002 -0.27258671820163721 316.12202453613287 7.4500000476837167 5.7049999237060556 -0.99908936023712147 0.23702763020992282 -0.41933700442314142 -0.99911329150199879 1.1449999809265139 1.2849999666213991 313.50000000000006 0.55442008376121532 0.98321744799613964 28.535000801086429 1013.4500122070314
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=27 3 -3 7 5 -5 -7 8 9 -2 14 -10 -13 -14 18 -16 17 23 19 -9 -21 -22 -23 -17 -25 26 -26 -1 -29 -30
right_child=1 2 -4 4 -6 6 -8 10 11 -11 -12 12 13 -15 15 16 -18 -19 -20 20 21 22 -24 24 25 -27 -28 28 29 -31
leaf_value=-8.9438944853378233e-06 0.018443960562834275 0.00025782137678039295 -0.013953488228506731 0.024325021682307126 -0.0083266352117061619 0.012233561687171461 -0.0054720770878096429 -0.0045435530621828297 -0.0051648264503877045 -0.0053453342779539526 0.013202028931118548 -0.0052511796193278355 -0.0070017485134303576 0.0077869716905003706 0.010769298283516297 -0.007872675507986808 0.0041128057185887247 -0.010780122614170235 -0.0006894646485144729 0.014669700206390449 0.014978699069470167 -0.0036935889073911594 0.0022155206233676248 0.012916751273653724 -0.0099210066352484402 0.0041863051503795486 0.0037939039887860421 0.00011151334980006947 -0.00080866293811604701 0.0025196843769766412
leaf_weight=1252899 23 54 61 21 30 35 24 110 449 25 20 69 20 65 28 85 57 93 2774 28 20 97 766 22 67 46 25 64026 1129 2733
leaf_count=1252899 23 54 61 21 30 35 24 110 449 25 20 69 20 65 28 85 57 93 2774 28 20 97 766 22 67 46 25 64026 1129 2733
internal_value=-1.30086e-06 -0.000710223 -0.00728035 -0.00055908 0.00507156 0.0100959 0.00503127 -0.000685766 -0.00311005 0.0060537 -0.000313372 -0.0038395 2.45896e-05 0.00430727 -0.000377456 -0.00290515 -0.00387448 -0.00522145 -9.57127e-05 0.00151748 0.00224933 0.00185548 0.00155134 -0.00311142 -0.000582008 -0.00273398 -0.00619413 1.44404e-06 0.000193157 0.00154669
internal_weight=1.3259e+06 5114 115 4999 110 80 59 4889 651 48 4238 603 154 85 4218 423 395 338 3795 1021 911 883 863 245 160 138 92 1.32079e+06 67888 3862
internal_count=1325901 5114 115 4999 110 80 59 4889 651 48 4238 603 154 85 4218 423 395 338 3795 1021 911 883 863 245 160 138 92 1320787 67888 3862
is_linear=0
shrinkage=0.05


Tree=304
num_leaves=31
num_cat=1
split_feature=72 16 76 40 119 78 52 23 53 0 18 82 100 101 52 115 53 1 52 85 56 60 88 120 92 111 136 4 129 25
split_gain=1.00205 3.42109 3.93933 2.31738 2.89266 2.59277 3.18877 3.07637 2.44386 4.35912 3.55601 3.48301 2.24727 2.21476 3.15009 2.69917 2.19212 2.78019 2.10504 2.0175 2.96683 1.92645 2.41266 1.91296 1.91092 3.05139 3.32368 2.25976 2.20945 1.9996
threshold=0.82181963324546825 10.405000209808351 0.6850000023841859 10.150000095367433 0.66259482502937328 29.685000419616703 0.59499999880790722 6.0450000762939462 1.8849999904632571 289.50000000000006 9.5450000762939471 318.53187561035162 -0.97460347414016713 0.88932707905769359 1.2450000047683718 -0.18222858756780622 3.8249999284744267 299.50000000000006 0.11499999836087228 0.88867810368537914 304.25936889648443 0.7717723846435548 -0.75900897383689869 0.76037701964378368 -0.033637089654803269 0.29169920086860662 0 9.4499998092651385 7.5000000000000009 343.50000000000006
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 1 2 2 2
left_child=21 2 -2 23 -5 6 -6 -8 9 -9 -11 16 -3 14 -7 19 17 -10 -14 20 -15 -1 -23 -4 25 -20 28 -26 -27 -29
right_child=1 12 3 4 5 13 7 8 11 10 -12 -13 18 15 -16 -17 -18 -19 24 -21 -22 22 -24 -25 27 26 -28 29 -30 -31
leaf_value=6.7115193708043355e-06 0.020707160645079756 -0.0051357766210600314 -0.00043392898021634492 -0.0011440326956165749 0.024136103953545294 0.02023384432320419 -0.0081488090493765323 -0.0026243427548454041 0.030281736630769003 0.011711163516156376 0.033158690289214802 -0.004777470228698435 0.0056553151835449025 -0.013301726291226874 -7.7142159601575456e-06 0.014521862445399165 0.0024739263561005193 0.0075039773990677018 -0.00012835290065428524 0.0052549444420851377 0.0024299608199330777 0.0001052400477469752 0.0011019010718584675 -0.001804593455168363 -0.00014370622051381119 -0.00090667008832079918 0.0014815982356622933 0.00044828247012926602 0.0026311755911996846 0.0070091167665345391
leaf_weight=1097953 22 211 49693 498 24 29 38 36 21 68 27 79 166 86 57 20 67 37 12546 38 46 18691 8994 2683 105590 2855 8965 15722 522 117
leaf_count=1097953 22 211 49693 498 24 29 38 36 21 68 27 79 166 86 57 20 67 37 12546 38 46 18691 8994 2683 105590 2855 8965 15722 522 117
internal_value=-1.23581e-06 -0.000104288 -0.000446268 -0.000454959 0.00174487 0.00388257 0.00647022 0.00533354 0.00686288 0.0121921 0.0178068 0.00344067 2.05947e-05 0.000160495 0.00681793 -0.00285287 0.00863453 0.0157511 2.80221e-05 -0.00489696 -0.00781947 1.70983e-05 0.000429024 -0.000504142 2.16378e-05 0.000420763 0.000978956 -6.01667e-05 -0.000358745 0.000496746
internal_weight=1.3259e+06 200263 53569 53547 1171 673 397 373 335 131 95 204 146694 276 86 190 125 58 146483 170 132 1.12564e+06 27685 52376 146317 24888 12342 121429 3377 15839
internal_count=1325901 200263 53569 53547 1171 673 397 373 335 131 95 204 146694 276 86 190 125 58 146483 170 132 1125638 27685 52376 146317 24888 12342 121429 3377 15839
cat_boundaries=0 1
cat_threshold=4259
is_linear=0
shrinkage=0.05


Tree=305
num_leaves=31
num_cat=1
split_feature=135 52 23 53 39 61 55 85 53 26 92 65 127 111 35 34 136 39 5 61 105 15 6 37 123 85 66 90 86 1
split_gain=1.05441 1.54202 1.06091 3.15859 5.18937 4.37071 4.4424 3.79154 2.96874 4.27582 4.17361 3.43919 2.99971 2.94826 2.91374 3.38833 3.13981 2.88169 5.08849 2.83207 2.82496 2.80161 3.02739 3.15492 2.77866 2.69806 2.68348 2.63067 2.89131 2.76349
threshold=1022.7500000000001 5.1749999523162851 4.8949999809265146 0.10500000044703485 14.449999809265138 0.19129947572946551 0.10500000044703485 0.74612504243850719 2.5149999856948857 340.50000000000006 -0.65322396159172047 1.0850000381469729 0.86159634590148937 -0.018105200491845604 17.349999427795414 18.150000572204593 0 15.84999990463257 9.6500000953674334 0.3644301444292069 0.33269517123699194 1.1649999618530276 4.5499999523162851 15.150000095367433 0.19936034083366397 0.64427694678306591 0.50499999523162853 -0.97875663638114918 0.83380538225173961 314.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 20 13 9 11 -11 14 25 26 15 16 -6 -18 19 -19 -1 22 23 -9 -8 -10 -7 28 -24 -29
right_child=1 -3 -4 4 8 7 24 21 12 10 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 27 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.3567156730889398e-05 -0.0033661694435227134 -0.0004282527535766914 9.954000305001421e-06 4.4871723277870577e-05 -0.0013013946237233126 0.027589555056483459 -0.0026715231075578193 -0.0021509279266244213 0.012497373320511544 0.026830218698829414 0.0016362511630480488 -0.0031629344848365659 0.005893551486516567 -0.0014273749943822624 -0.0033300359223924856 0.015350362628867681 -0.00019641187857829092 0.01478045912235222 -0.002637689866136167 0.0016631781762876247 0.017514183428948341 0.0040601319306664786 0.014277175150811672 0.0048127750788016666 -0.012426137535367162 -0.00062729083526781983 0.0075743348775979356 -0.0026053865541774811 0.001069815085637037 0.009678299285587855
leaf_weight=43941 526 2960 1249769 12808 3988 33 835 221 40 25 48 3375 214 30 1244 33 504 136 110 59 23 812 50 616 80 1859 34 993 242 48
leaf_count=43941 526 2960 1249769 12808 3988 33 835 221 40 25 48 3375 214 30 1244 33 504 136 110 59 23 812 50 616 80 1859 34 993 242 48
internal_value=-3.11579e-06 -0.000871553 -8.26089e-07 -0.000186909 -0.000649501 4.8862e-05 -7.61635e-05 0.00187121 -0.00141388 -0.00179011 0.0102643 -0.00188324 0.000281581 0.0115996 -0.00117218 -0.000616414 -0.000726255 0.00209906 0.00596106 0.0108116 -4.39742e-06 0.00155476 0.000617271 0.00297409 -0.00352439 -0.000350837 0.0174326 -0.000862593 0.00333135 -0.00203899
internal_weight=1.32566e+06 3486 1.32217e+06 72401 24443 47958 44879 3079 11635 9522 73 9449 2113 97 6074 4830 4797 809 305 195 43964 2982 2170 837 915 1899 67 1333 292 1041
internal_count=1325656 3486 1322170 72401 24443 47958 44879 3079 11635 9522 73 9449 2113 97 6074 4830 4797 809 305 195 43964 2982 2170 837 915 1899 67 1333 292 1041
cat_boundaries=0 1
cat_threshold=2612
is_linear=0
shrinkage=0.05


Tree=306
num_leaves=31
num_cat=2
split_feature=25 17 79 32 5 94 39 120 95 20 5 70 112 105 15 23 52 35 76 17 93 25 136 88 41 136 93 17 101 73
split_gain=0.973059 3.11503 4.78137 4.10068 4.06635 2.62503 3.93148 3.98418 3.2243 3.29781 3.07867 2.78376 2.75969 2.61917 3.03198 2.37262 3.54014 2.35497 2.31011 2.25808 6.47847 6.41209 5.1245 3.7296 3.52351 2.96569 2.63368 6.18563 7.13554 4.86185
threshold=203.50000000000003 14.039999961853029 1.935000002384186 12.050000190734865 1.0000000180025095e-35 -0.92910584807395924 13.150000095367433 0.18222858756780627 -0.16762575507163999 4.9549999237060556 8.2500000000000018 304.21977233886724 0.88697704672813427 0.17891669273376468 1.5549999475479128 6.9849998950958261 4.2550001144409189 9.9499998092651385 12.795000076293947 13.344999790191652 -0.51446658372879017 243.50000000000003 0 1.0000000180025095e-35 15.949999809265138 1 0.090861450880765929 11.120000362396242 0.043494375422596938 0.56974253058433544
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2
left_child=1 5 -3 4 -4 6 7 18 9 -9 12 -7 -8 -11 -15 16 -6 -5 -1 26 21 22 -21 -22 -25 -23 27 29 -29 -2
right_child=19 2 3 17 15 11 10 8 -10 13 -12 -13 -14 14 -16 -17 -18 -19 -20 20 23 25 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00063472214057513226 0.00043496620225016682 3.2027553100775477e-05 -0.014930575409409952 -0.015511038198712327 0.00092033575702175614 -3.7655760811586289e-05 -0.0011407288061186023 0.018844399191042846 -0.0045750021457206455 0.003185261298427838 -0.0055291899002922413 0.002450964944705526 0.012732887769945795 0.024181974037949527 0.0040308284579077735 0.0012812080499488758 -0.003145783192151939 0.0012416400933080377 -0.0052760803174507348 0.0003760022637006059 -5.1388286067494207e-05 -0.0036539856162954758 -0.0011388539566763551 -0.0048433338314933534 0.015557974483817816 -0.0014041985471485603 -3.0071387967461136e-05 -4.8682632268720933e-05 0.0011057215250094891 -0.00011488412693186806
leaf_weight=1001 54967 37728 49 21 928 40229 8292 47 80 369 408 1156 36 35 40 1284 1265 19724 198 10266 303077 2355 12222 557 22 3979 620429 22798 32424 149670
leaf_count=1001 54967 37728 49 21 928 40229 8292 47 80 369 408 1156 36 35 40 1284 1265 19724 198 10266 303077 2355 12222 557 22 3979 620429 22798 32424 149670
internal_value=-2.96049e-06 0.000137445 0.000379692 0.000943342 -0.000627303 -0.000147321 -0.000853142 0.00129567 0.00473319 0.0062498 -0.00128851 3.18584e-05 -0.00108076 0.00491658 0.0134347 -0.000425733 -0.00142515 0.00122382 -0.000341374 -1.60301e-05 -0.000127045 -0.000843442 -0.000447646 -5.90473e-05 -0.00406815 -0.00224866 2.58994e-05 0.000159533 0.000629134 3.28097e-05
internal_weight=1.32566e+06 112890 60999 23271 3526 51891 10506 1770 571 491 8736 41385 8328 444 75 3477 2193 19745 1199 1.21277e+06 332478 28822 22488 303656 579 6334 880288 259859 55222 204637
internal_count=1325656 112890 60999 23271 3526 51891 10506 1770 571 491 8736 41385 8328 444 75 3477 2193 19745 1199 1212766 332478 28822 22488 303656 579 6334 880288 259859 55222 204637
cat_boundaries=0 1 2
cat_threshold=4320 2627
is_linear=0
shrinkage=0.05


Tree=307
num_leaves=31
num_cat=1
split_feature=23 53 39 61 55 85 115 28 15 30 91 53 53 26 92 65 104 30 127 136 111 43 126 105 77 123 2 35 34 76
split_gain=0.962333 2.93845 4.62776 3.91398 4.01098 3.41909 2.71839 2.70092 2.96705 3.9614 2.88292 3.93342 2.69247 3.86336 3.76712 3.09729 2.8009 3.06997 2.69892 2.68533 2.66926 2.55536 2.69663 2.54539 2.52274 2.51161 2.48623 2.45074 2.47894 4.04055
threshold=4.8949999809265146 0.10500000044703485 14.449999809265138 0.19129947572946551 0.10500000044703485 0.74612504243850719 -0.55191597342491139 1013.0499877929689 1.1649999618530276 1017.1499938964845 -0.6956285536289214 0.064999999478459372 2.5149999856948857 340.50000000000006 -0.65322396159172047 1.0850000381469729 0.17143167555332187 1013.4500122070314 0.86159634590148937 0 -0.12999933212995526 1.4499999880790713 0.96359375119209301 0.33269517123699194 2.3349999189376835 0.19936034083366397 289.50000000000006 11.949999809265138 13.750000000000002 2.6550000905990605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 23 20 -3 10 21 -10 26 -12 13 15 -15 16 19 -18 -14 24 -5 22 -9 -1 -4 -6 -7 -21 29 -29
right_child=-2 2 12 5 25 7 -8 8 9 -11 11 -13 18 14 -16 -17 17 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.139038103402984e-05 7.4260500506362037e-06 -0.00042565391099927375 -0.011257030417704407 0.019219382886527754 -0.0025365463990253165 -0.0035690887871280999 0.0011943155051871296 0.0014937612403463033 0.0083752247394841117 -0.0023118979214424534 0.0051673867425865889 -0.0044846376011606339 -0.00033329452832308584 0.025490454755723476 0.0015547780746904515 -0.0030093094982956516 0.010257560883959134 -0.010224654097241206 0.0055897535687142764 -0.013980170221705186 0.00262992301528963 -0.012304514508948407 0.019556242333991187 0.016626442296673424 0.0027148547018413581 -0.011810583878541366 0.0086264388014872864 0.0083643141988602229 -0.0015594358080432639 -0.0016341212409669119
leaf_weight=43941 1253236 9227 34 49 835 586 3600 1290 384 112 362 149 1899 25 48 3375 21 142 214 38 48 33 21 23 649 80 45 171 4772 247
leaf_count=43941 1253236 9227 34 49 835 586 3600 1290 384 112 362 149 1899 25 48 3375 21 142 214 38 48 33 21 23 649 80 45 171 4772 247
internal_value=-2.81466e-06 -0.000180031 -0.00062598 4.74342e-05 -7.08786e-05 0.00177194 2.90034e-05 0.00147144 0.00265692 0.005962 -0.000438628 0.002353 -0.00134807 -0.00170637 0.00975193 -0.00179489 -0.0011201 -0.00758584 0.000266579 -0.000941804 0.0110102 0.00143719 0.00178309 -2.68621e-06 0.00199019 -0.00334739 -0.00269936 -0.00132612 -0.00123602 0.00245615
internal_weight=1.32566e+06 72420 24462 47958 44879 3079 12827 2982 1840 496 1142 511 11635 9522 73 9449 6074 163 2113 5911 97 1344 1311 43964 683 915 631 5228 5190 418
internal_count=1325656 72420 24462 47958 44879 3079 12827 2982 1840 496 1142 511 11635 9522 73 9449 6074 163 2113 5911 97 1344 1311 43964 683 915 631 5228 5190 418
cat_boundaries=0 1
cat_threshold=1475
is_linear=0
shrinkage=0.05


Tree=308
num_leaves=31
num_cat=0
split_feature=135 60 25 98 29 87 87 84 61 85 89 30 120 2 52 55 28 84 34 13 70 89 88 71 72 115 62 106 71 121
split_gain=0.952688 1.43016 0.93556 1.83974 1.70583 2.08139 2.51476 3.74222 1.81961 1.72824 1.65813 1.60992 1.81211 1.75619 1.69712 4.0518 2.63748 1.49379 1.47364 1.43698 1.4369 1.4239 1.38359 1.82394 1.35363 1.2704 1.61223 1.23825 1.18661 1.08562
threshold=1022.7500000000001 0.58324211835861217 354.50000000000006 -0.9805815815925597 1013.2500000000001 0.87552624940872203 0.85900524258613598 0.88745710253715526 0.21206095814704898 0.87128421664237987 -0.90424609184265126 1016.5499877929689 -0.18222858756780622 335.50000000000006 2.2649999856948857 0.7749999761581422 1019.9500122070314 0.86906710267066967 12.84999990463257 2.4550000429153447 316.73687744140631 -0.63220584392547596 0.021021349355578426 337.26788330078131 0.89661321043968212 -0.11319890245795249 0.39503687620162969 -0.12849295139312741 330.47212219238287 -0.0087262028828264497
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 -1 -4 10 6 11 9 24 21 27 13 -13 17 15 -14 -17 -6 20 25 -12 -8 23 -20 28 26 -10 -5 -7 -30
right_child=1 -3 3 4 5 8 7 -9 19 -11 18 12 14 -15 -16 16 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=9.3644881770356462e-07 -0.0032523485454128385 -0.00040507056020238833 -0.0096013111941930327 0.0088265118021995589 -0.0020809576601056815 0.0090655367248333434 -0.0030320243022981148 0.02102503116027667 -0.017986630022582807 -0.0078543131272973757 6.3393525101673739e-05 -0.0022367915564660509 0.0016079505906586916 -0.0088478871694815091 -0.00049482752109252957 0.032107829268130925 0.0099101836345653286 0.010505271629141324 -0.0039373579176017184 -0.0013978046476790823 -0.011987105463930501 0.013350732026932141 -0.01403738209977746 0.0099130178425077577 0.014465598380636602 -0.0036914477498489031 -0.0021690058580134063 -0.0052602655182664212 -0.010577405702547525 0.0033548632843626875
leaf_weight=1320635 518 2968 63 39 126 26 21 39 49 28 32 125 81 80 79 23 32 29 79 177 109 36 20 34 21 81 24 26 29 27
leaf_count=1320635 518 2968 63 39 126 26 21 39 49 28 32 125 81 80 79 23 32 29 79 177 109 36 20 34 21 81 24 26 29 27
internal_value=-2.67393e-06 -0.00082816 -4.97472e-07 -0.00123417 -0.000876064 5.49766e-05 0.00174362 0.00820169 -0.00266475 0.00231804 -0.00398777 0.000350923 0.00255047 -0.0028314 0.00533376 0.00871948 0.0191928 0.000273885 -0.00569096 -0.00447075 -0.00925224 0.00731498 -0.00191546 0.000230012 0.00313901 -0.00800265 -0.0127863 0.0031918 0.000238299 -0.00386006
internal_weight=1.32566e+06 3486 1.32217e+06 1535 1472 1133 699 124 434 85 339 575 340 235 215 136 55 155 274 331 141 57 133 113 103 154 73 65 82 56
internal_count=1325656 3486 1322170 1535 1472 1133 699 124 434 85 339 575 340 235 215 136 55 155 274 331 141 57 133 113 103 154 73 65 82 56
is_linear=0
shrinkage=0.05


Tree=309
num_leaves=31
num_cat=1
split_feature=103 74 67 63 95 90 107 136 16 91 91 61 95 28 97 84 74 26 57 67 90 77 112 15 10 63 8 62 57 62
split_gain=0.893316 3.13379 3.54101 3.86052 2.51073 2.19504 2.37507 2.38767 2.37534 3.33537 2.54684 2.72356 2.42474 2.14339 2.64293 2.42312 2.30186 2.17284 2.13997 2.21931 2.42828 2.19955 2.02001 1.99215 2.41455 1.9735 1.94121 2.89062 2.81566 2.51821
threshold=-0.99335807561874379 0.4529282152652741 8.3350000381469744 0.3992746770381928 -0.94415345788002003 0.76977267861366283 -0.17628124356269834 0 8.7100000381469744 -0.97631347179412831 0.37119913101196295 0.25054396688938146 -0.27991907298564905 1019.4500122070314 -0.89989733695983876 0.6981438696384431 0.40351140499114996 276.50000000000006 216.38291168212893 3.685000061988831 -0.70262134075164784 1.7649999856948855 -0.84335932135581959 0.79500001668930065 2.4500000476837163 0.23086161166429522 3.1499999761581425 0.27451921999454504 214.78700256347659 0.35707432031631475
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 18 6 7 -1 9 -9 11 22 26 14 15 -10 -17 25 19 23 -21 -22 -11 24 -3 -16 29 28 -28 -13
right_child=-2 4 3 -5 -6 -7 -8 8 13 10 -12 12 -14 -15 17 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00099238960740254513 -5.1174310738424512e-06 -0.014694256183941401 0.03031737475210558 0.0021957435116816602 0.0011849580175816391 -0.0079674794114128287 0.012221454625042887 -0.010552727057726989 -0.0060371020203456287 0.023202325005882554 0.0183629631835753 0.0019860357296868011 0.020737014419282787 -0.0084951052734372669 -0.011392296143566016 0.018196420443447069 -0.00095684794110379053 -0.0072065349057083951 0.0023133199742662348 0.010868927058098573 -0.016364371454343201 -0.0050948697765647571 0.0041274139617124336 -8.1255220892415274e-05 -0.0023751353363919733 0.0023728979813328276 0.023746495953072672 -0.0026700559109880057 -0.0019051572680473328 0.019189042905862961
leaf_weight=560 1320450 54 23 26 1390 56 56 29 20 35 44 52 20 51 27 62 21 72 277 21 50 323 23 780 151 731 23 173 20 36
leaf_count=560 1320450 54 23 26 1390 56 56 29 20 35 44 52 20 51 27 62 21 72 277 21 50 323 23 780 151 731 23 173 20 36
internal_value=-2.54023e-06 0.000651141 0.00210791 0.0153957 -0.000381893 0.00179948 0.00206563 0.00178113 0.00284758 0.00585477 0.00697171 0.00565963 0.00387335 0.00148599 0.00203158 0.00958585 0.0133504 0.00109413 -0.00169706 -0.00250263 -0.00567415 -0.00660553 0.0156381 -0.00123402 -0.00562017 0.00188258 0.0027639 0.000213642 0.0118155 0.00902363
internal_weight=1.32566e+06 5206 2160 49 3046 2111 2055 1999 1439 455 426 382 324 984 933 103 83 830 1656 1379 394 373 58 985 205 758 304 216 43 88
internal_count=1325656 5206 2160 49 3046 2111 2055 1999 1439 455 426 382 324 984 933 103 83 830 1656 1379 394 373 58 985 205 758 304 216 43 88
cat_boundaries=0 1
cat_threshold=1346
is_linear=0
shrinkage=0.05


Tree=310
num_leaves=31
num_cat=1
split_feature=94 12 79 106 121 15 53 23 129 74 74 23 87 118 57 103 2 2 14 117 52 82 103 9 78 136 3 32 103 126
split_gain=1.35353 4.20649 4.61293 6.01088 4.46057 4.38569 3.7731 3.72631 4.1577 3.67258 3.3285 3.28098 3.28005 2.97498 2.95254 3.47631 3.39069 3.19038 3.08798 2.88863 5.30185 3.591 3.36842 2.8139 4.97332 4.29275 4.00249 4.32691 3.72141 3.64893
threshold=-0.10883476212620734 2.2949999570846562 17.154999732971195 -0.43876525759696955 -0.8703225553035735 2.1550000905990605 0.91500002145767223 6.0650000572204599 326.50000000000006 0.78000792860984813 0.45746889710426336 5.3849999904632577 0.87031462788581859 0.8038262426853181 268.99606323242193 0.37564212083816534 244.50000000000003 319.50000000000006 1.794999957084656 0.93038213253021251 0.63499999046325695 326.56967163085943 0.61963531374931347 5.8500001430511483 6.4449999332427987 0 272.50000000000006 16.150000572204593 -0.13811633735895154 0.0087262028828263612
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 1 2 2 2 2
left_child=1 2 4 7 -1 19 -5 8 10 -9 11 -4 -2 -13 15 16 18 -16 -15 -3 22 -22 -21 24 -6 -25 -27 -28 -26 -29
right_child=12 5 3 6 23 -7 -8 9 -10 -11 -12 13 -14 14 17 -17 -18 -19 -20 20 21 -23 -24 25 28 26 27 29 -30 -31
leaf_value=0.00054803319595632274 8.8972715963802901e-06 -0.0013603306641414724 -9.0730045932733034e-05 -0.0056762437975831029 -7.4108653206107804e-05 -5.1063590562707517e-05 -0.00062654096961650067 0.0026628419251385855 0.0042907138506433273 0.0008031602402111224 -0.00011682768156577676 0.0021382827476383605 -0.00030529075928953158 0.036234099590884791 0.0087620521105987864 -0.00010739594213909616 0.0052205798308735335 0.031250309866542619 0.0094288315793330038 0.029692194653818241 0.013221573239813248 -0.0028468142683147502 0.0073466158339215333 -0.00088271497962234184 0.0016795698017443147 -0.00057114461561252352 0.00047268253163833241 0.0062487700255587702 0.00038972321405580088 -0.0015485924329557048
leaf_weight=45379 922890 10843 1396 485 81432 28108 1559 5170 683 5457 10947 1427 91286 21 46 152 83 24 22 26 42 202 48 19263 6731 21304 33644 156 33048 3928
leaf_count=45379 922890 10843 1396 485 81432 28108 1559 5170 683 5457 10947 1427 91286 21 46 152 83 24 22 26 42 202 48 19263 6731 21304 33644 156 33048 3928
internal_value=8.62152e-06 9.97606e-05 0.000169515 0.000783878 0.000100593 -0.00038403 -0.00182473 0.000993568 0.000480691 0.00170789 0.00029637 0.00172282 -1.93828e-05 0.00314914 0.00729424 0.00498322 0.0111243 0.0164723 0.0225198 -0.00122258 0.00347448 -8.09443e-05 0.0151978 -1.18002e-06 0.000149738 -0.000234822 -2.32512e-05 0.000286124 0.000607978 -0.00125075
internal_weight=1.3258e+06 311626 272357 27472 244885 39269 2044 25428 14801 10627 14118 3171 1.01418e+06 1775 348 278 126 70 43 11161 318 244 74 199506 121211 78295 59032 37728 39779 4084
internal_count=1325802 311626 272357 27472 244885 39269 2044 25428 14801 10627 14118 3171 1014176 1775 348 278 126 70 43 11161 318 244 74 199506 121211 78295 59032 37728 39779 4084
cat_boundaries=0 1
cat_threshold=3073
is_linear=0
shrinkage=0.05


Tree=311
num_leaves=31
num_cat=2
split_feature=94 12 31 15 122 89 4 15 75 70 136 123 63 39 136 59 35 9 106 87 34 1 122 33 10 36 7 52 62 85
split_gain=1.22153 3.79633 4.26229 4.45051 4.06669 6.5563 4.3544 3.95808 3.50842 3.61969 3.33236 3.9423 5.31384 4.19396 3.24155 3.69073 3.22774 5.16888 3.00639 2.96024 2.95582 2.93964 5.37378 3.67387 5.19875 3.40353 3.32271 4.14756 4.80158 3.03155
threshold=-0.10883476212620734 2.2949999570846562 1014.4500122070314 2.5349999666213994 0.46173103153705602 -0.67732945084571827 7.0499999523162851 2.1550000905990605 0.39882555603981024 325.77627563476568 0 0.14780378341674807 0.44699898362159735 12.050000190734865 1 109.60454177856447 18.349999427795414 0.65000000596046459 -0.29357813298702234 0.87031462788581859 18.250000000000004 30.500000000000004 0.14780378341674807 12.150000095367433 3.9500000476837163 15.050000190734865 1.3499999642372134 0.74500000476837169 0.26149898767471319 0.62778422236442577
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 8 -6 -7 -3 9 21 -1 12 16 -14 -10 -16 20 -18 -5 -2 -12 22 25 -24 -25 26 27 28 -4 -27
right_child=19 7 3 18 5 6 -8 -9 14 -11 11 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 23 24 -26 29 -28 -29 -30 -31
leaf_value=-0.0004881140706190913 8.4524079796449927e-06 -0.0011614480900972166 -0.00098877154523506765 0.0023984088364322081 3.3017959245504269e-05 -0.0014964160307921314 -0.0056940788091639416 -4.8510413917009996e-05 0.00019990401366179629 0.0061848131547061107 0.0007409414716485381 0.001235084875015127 0.0015319406798414358 -0.00023056457559170328 -0.0038010706748378524 -0.00028674138795469698 0.0078436930067013969 -0.00074494987492980326 -0.0070617088615484852 -0.00029002622164249269 0.0035818164433933917 0.00038599517920439978 -0.00014542586480577788 0.0079430907722920756 0.035374954251211975 0.013465657715939664 0.00088002277245141463 0.0045400607067625637 0.026308534170824044 -0.0021353965570702661
leaf_weight=10137 922890 11161 24 2422 11137 6959 678 28108 60196 300 49144 14258 3698 38670 758 51858 181 5449 87 91286 933 13641 33 39 31 33 611 479 49 552
leaf_count=10137 922890 11161 24 2422 11137 6959 678 28108 60196 300 49144 14258 3698 38670 758 51858 181 5449 87 91286 933 13641 33 39 31 33 611 479 49 552
internal_value=8.19011e-06 9.47711e-05 0.000161037 -1.77578e-05 -5.33067e-05 -0.000740728 -0.00186908 -0.000364829 4.70451e-05 0.000745049 0.000379858 0.000458188 0.00034529 -7.67281e-05 -5.0665e-05 -0.000337306 0.000666256 -0.000468832 0.00207038 -1.84137e-05 0.000793871 0.000639708 0.00250946 0.0136078 0.0200915 0.00185549 0.00342027 0.00623202 0.0173341 -0.00125534
internal_weight=1.3258e+06 311626 272357 149887 147378 18774 7637 39269 128604 15792 122470 112333 98075 42368 112812 52616 55707 5630 2509 1.01418e+06 50077 15492 1851 103 70 1748 1163 552 73 585
internal_count=1325802 311626 272357 149887 147378 18774 7637 39269 128604 15792 122470 112333 98075 42368 112812 52616 55707 5630 2509 1014176 50077 15492 1851 103 70 1748 1163 552 73 585
cat_boundaries=0 1 2
cat_threshold=144 486
is_linear=0
shrinkage=0.05


Tree=312
num_leaves=31
num_cat=2
split_feature=93 136 101 67 29 96 16 110 53 86 89 111 89 39 123 40 35 31 52 55 124 65 80 88 120 136 29 66 40 0
split_gain=1.10483 4.07202 4.82135 4.60364 7.73008 4.37796 3.75979 3.64712 4.63469 5.15987 5.10279 4.60697 4.29603 3.82144 4.48814 3.62303 5.69568 4.53205 8.45505 3.9715 3.57803 3.55648 3.50555 3.50127 3.60145 4.10895 4.12173 4.48469 3.9631 4.8336
threshold=-0.14634330570697782 0 0.66917991638183605 0.7150000035762788 1013.5499877929689 -0.81880867481231678 6.9049999713897714 0.63247677683830272 0.61500000953674328 0.8153233826160432 -0.19952377676963803 0.4086583554744721 -0.83844867348670948 20.349999427795414 -0.18222858756780622 12.550000190734865 14.84999990463257 1015.5499877929689 1.9249999523162844 1.0149999856948855 0.88697704672813427 0.89499998092651378 314.93786621093756 1.0000000180025095e-35 0.1650413200259209 1 1028.4500122070315 5.2049999237060556 9.3499999046325701 332.50000000000006
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=1 7 3 4 21 -6 22 -1 9 10 -9 -12 -11 15 -15 -10 17 19 -19 -17 -5 -3 -4 -2 25 -25 27 -27 -29 -30
right_child=23 2 6 20 5 -7 -8 8 13 12 11 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=5.8542010209519973e-05 -8.1546261746154974e-06 0.0038279288788441294 -0.0062412110744984465 0.0001559738378151056 0.0012687859090580525 -0.00096143313972854019 0.0012048483661378094 0.0018942065311198693 -0.00073498933903250944 0.0024686753384027065 0.028072636599342029 0.007391574607483473 -0.0011956381482985071 -0.0061343648707195761 0.0050459582876976371 -0.011167888281246027 -0.00453984760446474 0.025047005353761573 0.0019755770077520027 0.0054485627617843081 -0.00064582309179619154 0.00089647636715005385 -9.8689189660032474e-05 0.0014201612557922317 -0.0033991369663069673 -0.00010265971292270657 0.021434727422893048 -0.003572724200250196 -0.0052827027558190074 0.0074523097557069916
leaf_weight=76010 1014671 2806 312 140296 4547 4264 16885 883 32654 1180 30 263 2483 586 106 45 160 77 82 179 15446 1639 909 1933 1323 3396 20 2305 123 189
leaf_count=76010 1014671 2806 312 140296 4547 4264 16885 883 32654 1180 30 263 2483 586 106 45 160 77 82 179 15446 1639 909 1933 1323 3396 20 2305 123 189
internal_value=7.78049e-06 9.18484e-05 0.000235654 0.000152589 0.00104708 0.000189493 0.0010111 -0.000142664 -0.000537601 0.000909902 0.00379145 0.00950909 -1.5215e-05 -0.00074429 -0.00442177 -0.000667632 0.00338302 0.00669283 0.0131485 0.00211044 7.64541e-05 0.00274702 -0.00166828 -1.7001e-05 -0.000983318 -0.000582096 -0.00122395 -0.00130135 -0.00285686 0.00243178
internal_weight=1.3258e+06 301842 187104 168998 13256 8811 18106 114738 38728 4839 1176 293 3663 33889 692 33197 543 383 159 224 155742 4445 1221 1.02396e+06 9289 7966 6033 6013 2617 312
internal_count=1325802 301842 187104 168998 13256 8811 18106 114738 38728 4839 1176 293 3663 33889 692 33197 543 383 159 224 155742 4445 1221 1023960 9289 7966 6033 6013 2617 312
cat_boundaries=0 1 2
cat_threshold=3217 6662
is_linear=0
shrinkage=0.05


Tree=313
num_leaves=31
num_cat=2
split_feature=94 121 136 52 12 29 81 81 71 9 35 31 31 52 0 68 61 27 18 86 21 56 96 126 57 28 28 114 136 12
split_gain=1.03205 3.61406 3.78885 3.82237 3.6963 3.24815 3.98894 3.28982 3.03155 3.01895 4.49731 4.94791 3.4857 4.82818 6.24159 4.07159 3.93446 3.72869 3.69965 3.14416 4.52614 3.73601 4.63324 3.1414 3.02295 3.1924 3.61851 3.34054 2.94354 4.10513
threshold=-0.10883476212620734 -0.60873827338218678 0 2.4250000715255742 1.185000002384186 1014.2500000000001 330.38528442382818 295.56138610839849 162.63539123535159 5.8500001430511483 15.449999809265138 1011.7500000000001 1014.9500122070314 1.0549999475479128 43.500000000000007 328.59951782226568 0.22589199244976046 340.50000000000006 4.8800001144409189 0.72681471705436718 5.6749999523162851 190.50336456298831 -0.90403184294700611 0.94260558485984813 302.09729003906256 1016.3500061035157 1019.2500000000001 -0.74892720580101002 1 1.2649999856948855
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=1 2 3 -1 -5 6 -4 -7 -6 12 -11 23 16 14 18 17 -3 -16 -14 20 -20 -22 -23 -12 -21 -26 27 -27 -13 -30
right_child=-2 9 5 4 8 7 -8 -9 -10 10 11 28 13 -15 15 -17 -18 -19 19 24 21 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0018163547550023671 -1.7061561193520499e-05 0.0025674791467956491 0.00066563368709978256 -0.0026340584879226093 0.0057520160818402008 -0.00019955715147717477 0.0068993127620562396 0.00051625351537616876 0.00018637688848815721 -0.00015617310821466613 0.00091969283323167176 -0.0031958671301247003 0.021620322211778592 -0.00041289329428713601 0.00021892889683580285 -0.0082241209344543417 0.00030262863028005025 0.0085251080511691245 -0.0074663647001476166 0.0019653784383204189 0.0023154100942376415 0.011126169694457637 0.036728480781118074 -0.0084499154691784692 0.00085393339313828112 0.039732032065235436 0.0021251108796734894 0.01335124864376017 0.0011354179574450348 -0.0024484747733214927
leaf_weight=3841 1014176 1986 48355 1179 251 32229 258 31978 9696 67534 2349 3077 28 41362 6456 140 55635 138 28 1411 38 43 30 93 57 21 28 28 1311 2046
leaf_count=3841 1014176 1986 48355 1179 251 32229 258 31978 9696 67534 2349 3077 28 41362 6456 140 55635 138 28 1411 38 43 30 93 57 21 28 28 1311 2046
internal_value=7.39201e-06 8.69753e-05 0.000291208 -0.00045612 1.30605e-05 0.000390357 0.000698717 0.000156949 0.000326819 -5.49878e-05 -0.000295238 -0.00135333 0.000115893 -0.000190441 0.000898958 0.000213616 0.00038069 0.000392762 0.00359469 0.00329498 0.0104979 0.0150294 0.0216477 0.000562865 0.00264695 0.00982377 0.0164638 0.0246573 -0.00208062 -0.00104575
internal_weight=1.3258e+06 311626 127787 14967 11126 112820 48613 64207 9947 183839 76410 8876 107429 49808 8446 6734 57621 6594 1712 1684 139 111 73 2442 1545 134 77 49 6434 3357
internal_count=1325802 311626 127787 14967 11126 112820 48613 64207 9947 183839 76410 8876 107429 49808 8446 6734 57621 6594 1712 1684 139 111 73 2442 1545 134 77 49 6434 3357
cat_boundaries=0 1 2
cat_threshold=1040 7746
is_linear=0
shrinkage=0.05


Tree=314
num_leaves=31
num_cat=0
split_feature=115 68 63 113 33 128 38 98 16 98 16 62 95 35 84 12 17 111 26 38 105 82 39 4 72 3 6 30 20 68
split_gain=1.02208 3.00536 2.17338 2.12132 3.01838 1.9922 1.93015 1.52454 1.61212 1.57805 2.60648 2.11202 2.20747 1.69722 1.77373 1.5845 1.90991 2.74234 2.07252 1.49891 1.44843 1.42801 1.52033 1.38561 1.93109 3.07915 2.12488 2.59481 1.74651 2.17432
threshold=0.04361772537231446 271.82395935058599 0.64001533389091503 0.66259482502937328 14.34999990463257 330.50000000000006 13.650000095367433 -0.99894213676452626 8.7100000381469744 -0.97440892457962025 8.7100000381469744 0.27744922041893011 -0.98307955265045155 15.449999809265138 0.83163279294967662 1.0850000381469729 14.039999961853029 0.6626785695552827 205.50000000000003 9.2500000000000018 -0.92896151542663563 294.77191162109381 15.750000000000002 8.4499998092651385 0.39817424118518835 326.50000000000006 9.2500000000000018 1015.6499938964845 4.8350000381469735 288.99366760253912
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 -2 3 5 -5 7 -4 8 -3 10 11 -9 -13 14 -14 16 17 20 -18 -11 -12 22 -10 28 25 26 -25 -28 29 -21
right_child=1 2 6 4 -6 -7 -8 9 21 19 15 12 13 -15 -16 -17 18 -19 -20 23 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-7.5837305103840361e-07 8.8856419942723273e-05 -0.0098053050862301084 -0.0047237650354099445 -0.00019810921069057216 0.026942798756062987 -0.0089705951194363562 0.0013570264537300883 0.021972147375345231 0.00078011345167672546 0.014764308592393286 0.014725264472266041 0.018095961300922291 0.00065328745524688024 -0.0058654611933778855 0.012817808477238062 0.0009755648581770103 0.01071090086363256 0.028025079406797888 -0.0065831206159711608 0.0015867531459123172 -0.00045472168377741723 -0.0044331314158625899 0.015957492767748507 -0.0095342625863850117 0.002313696577852963 0.022304578221431285 0.02284152095206082 -0.0026281095575541261 0.0011058150473475107 -0.012737973603025938
leaf_weight=1285436 35166 54 261 21 20 44 261 26 66 21 30 35 58 33 62 524 30 20 41 54 33 88 22 21 624 33 20 20 2626 52
leaf_count=1285436 35166 54 261 21 20 44 261 26 66 21 30 35 58 33 62 524 30 20 41 54 33 88 22 21 624 33 20 20 2626 52
internal_value=7.0212e-06 0.000254758 0.0013767 0.00171816 0.0130414 0.00161804 -0.00168337 0.00171948 -0.00224804 0.00192863 0.00380441 0.00861528 0.00676805 0.0041767 0.00693829 0.00228594 0.00674463 0.0118946 0.000724212 0.00144658 0.00677384 7.06634e-05 0.00457446 0.00136552 0.00332012 0.0100011 0.00334506 0.0101067 0.000851823 -0.00544047
internal_weight=1.3258e+06 40366 5200 4678 41 4637 522 4593 230 4363 892 214 188 153 120 678 154 83 71 3471 63 176 88 3450 718 94 61 40 2732 106
internal_count=1325802 40366 5200 4678 41 4637 522 4593 230 4363 892 214 188 153 120 678 154 83 71 3471 63 176 88 3450 718 94 61 40 2732 106
is_linear=0
shrinkage=0.05


Tree=315
num_leaves=31
num_cat=1
split_feature=94 136 19 27 64 91 29 35 19 66 23 103 92 16 116 56 12 21 20 89 117 26 54 87 94 125 93 125 102 67
split_gain=1.70934 5.36342 6.55192 5.25177 4.61481 4.38362 4.04678 4.2565 3.82981 3.60713 3.37999 3.13391 3.10418 4.63928 5.84488 7.60883 4.80497 4.90521 3.5518 3.15696 3.08913 3.06031 3.01009 3.43247 3.15286 2.99182 2.98915 2.88069 4.74443 3.31783
threshold=-0.83414083719253529 0 9.5450000762939471 196.50000000000003 12.375000000000002 -0.16002533584833142 1020.0499877929689 10.250000000000002 14.039999961853029 6.2950000762939462 6.1050000190734872 0.64080840349197399 -0.087350349873304353 13.344999790191652 -0.38266885280609125 239.07808685302737 3.2649999856948857 8.3150000572204608 5.8750000000000009 -0.85690301656723011 0.31729258596897131 195.50000000000003 0.034999999217689044 0.8680897355079652 -0.96977913379669178 0.98624804615974437 -0.9977339208126067 0.30069434642791754 0.78269472718238842 1.3149999976158144
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 8 6 26 27 10 -4 -5 -8 -6 13 16 21 18 17 -2 25 -17 -19 -15 24 -24 -7 -16 -1 29 -29 -3
right_child=12 2 3 9 11 22 7 -9 -10 -11 -12 -13 -14 14 15 19 -18 20 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0055306141775813234 0.00030401372070024336 0.0024460770901239218 -0.0005719997156348461 -0.0010153042219967405 -0.0022784579399281911 -0.0072753081191331143 0.0074424936120356666 -0.0038059713533679694 0.00070155845453233768 -9.9723452341624085e-05 -0.0033350838714414424 0.00057532890694711621 -1.5816827333752656e-05 0.0015076861306975483 -0.0012918598459581542 -6.2985186829170523e-05 -0.0013533614515476148 0.00078604816699444444 -0.0039133379406749375 -0.0021926301068256513 0.0026715455240720869 -5.2912415363731224e-06 -0.0023090737388787833 -0.0067274389284354965 0.0095118382705315467 0.010597035617776619 -0.00052119363598638647 0.00013804853279640334 0.0037776919613124529 0.00075078370952698609
leaf_weight=306 138923 3584 9536 29551 2603 40 176 996 15495 16915 124 1526 994960 3973 1397 11610 4117 5806 2674 2047 3471 21053 2071 558 93 55 11101 25471 928 14820
leaf_count=306 138923 3584 9536 29551 2603 40 176 996 15495 16915 124 1526 994960 3973 1397 11610 4117 5806 2674 2047 3471 21053 2071 558 93 55 11101 25471 928 14820
internal_value=7.60693e-07 -0.000167238 -6.00158e-05 -0.000367484 0.000377638 -0.00108756 0.000521071 -0.00223335 0.000216374 -0.000682006 0.00298776 -0.00122375 1.99441e-05 0.000202292 -0.000257588 -0.000950668 0.000331542 0.000378348 -0.00283232 -0.00038219 0.00149151 0.000234901 -0.0028756 -0.00324686 0.00446307 -0.000841523 -0.000655575 0.000600747 0.000265992 0.00108093
internal_weight=1.32598e+06 135894 121725 71497 50228 14169 46099 1296 25031 46466 300 4129 1.19009e+06 195126 42809 17783 152317 148200 4126 13657 9277 25026 2762 2629 133 1452 11407 44803 26399 18404
internal_count=1325980 135894 121725 71497 50228 14169 46099 1296 25031 46466 300 4129 1190086 195126 42809 17783 152317 148200 4126 13657 9277 25026 2762 2629 133 1452 11407 44803 26399 18404
cat_boundaries=0 1
cat_threshold=6288
is_linear=0
shrinkage=0.05


Tree=316
num_leaves=31
num_cat=2
split_feature=94 136 19 27 64 54 91 126 23 38 82 54 126 85 69 92 16 116 88 12 21 20 136 121 89 75 31 109 68 34
split_gain=1.54268 4.84049 5.91311 4.76552 4.23657 4.03479 3.95622 3.23185 4.31248 3.23108 3.57177 3.30934 5.30355 3.81689 2.89917 2.80153 4.18695 5.275 6.89655 4.33649 4.42695 3.60206 3.30454 4.91882 3.00385 2.96503 3.56326 3.09711 2.89245 3.54773
threshold=-0.83414083719253529 0 9.5450000762939471 177.50000000000003 17.775000572204593 2.1550000905990605 -0.16002533584833142 0.90992662310600292 6.0250000953674325 16.150000572204593 274.76081848144537 1.2649999856948855 0.49240480363368994 0.92065271735191356 323.68858337402349 -0.087350349873304353 13.344999790191652 -0.38266885280609125 -0.82521855831146229 3.2649999856948857 8.3150000572204608 5.8750000000000009 1 0.026175950653851036 -0.85690301656723011 0.37520073354244238 1011.6499938964845 0.83320412039756786 277.43005371093756 19.44999980926514
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 6 4 -4 7 -5 -1 9 -9 10 -3 12 -11 -14 -10 16 19 -18 24 20 -2 22 23 -20 -19 26 -24 -28 -22 -30
right_child=15 2 3 5 -6 -7 -8 8 14 11 -12 -13 13 -15 -16 -17 17 18 21 -21 28 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00062279579306482582 0.00028881303460746486 -0.0016002967998456051 0.00068772808233412029 -0.001278692050645471 -0.0019584487895746875 -0.00029788738730934496 -0.0027318223512837795 -0.002559393658363566 0.00061683276774000036 0.0014875925468705205 0.00048000474133410404 0.0019467535902025859 -0.0044894966587307452 0.012658546717070483 0.016054167174884389 -1.5025985618388177e-05 0.0002231562572076117 -9.2582978266492758e-05 0.0026389960654299052 -0.0012856933805665079 0.00042355228017209104 -0.0040683845639426465 0.018938559887089559 0.029662046084801358 -0.0020819082096659907 -0.00291602830873758 -0.00080487294356433039 0.018450039479395618 0.0023601069291745106 -0.0085940740841130413
leaf_weight=11407 138923 2199 9595 13376 1898 48526 2762 1978 1608 1438 33446 6884 712 34 31 994960 25026 11945 85 4117 4094 2271 31 21 2256 924 227 23 5108 75
leaf_count=11407 138923 2199 9595 13376 1898 48526 2762 1978 1608 1438 33446 6884 712 34 31 994960 25026 11945 85 4117 4094 2271 31 21 2256 924 227 23 5108 75
internal_value=7.22659e-07 -0.000158876 -5.7015e-05 -0.00034911 0.000358756 -0.000509823 -0.00103318 0.000449756 -0.000987817 0.000566047 0.000351667 0.00140874 -0.000287076 -0.00370795 0.000908814 1.89469e-05 0.000192177 -0.000244709 -0.000903135 0.000314965 0.000359431 -0.00286369 -0.000776852 0.0073036 -0.000408611 -0.00153553 0.00294925 0.000966579 0.00141693 0.0022016
internal_weight=1.32598e+06 135894 121725 71497 50228 61902 14169 48330 3617 44713 35645 9068 2184 746 1639 1.19009e+06 195126 42809 17783 152317 148200 3582 1311 106 14201 1205 281 250 9277 5183
internal_count=1325980 135894 121725 71497 50228 61902 14169 48330 3617 44713 35645 9068 2184 746 1639 1190086 195126 42809 17783 152317 148200 3582 1311 106 14201 1205 281 250 9277 5183
cat_boundaries=0 1 2
cat_threshold=6288 4112
is_linear=0
shrinkage=0.05


Tree=317
num_leaves=31
num_cat=1
split_feature=93 61 97 132 66 34 57 29 26 123 112 80 64 59 58 125 15 31 35 122 73 38 109 38 56 8 136 125 25 97
split_gain=1.51229 4.06849 3.51413 3.38319 3.20769 3.01834 2.97508 2.71939 2.64904 2.46475 2.55919 2.40691 2.34907 2.33085 2.2945 3.36654 3.2105 2.27869 2.39629 2.60707 2.50815 2.38881 2.40688 2.23274 2.87623 2.19406 2.16754 2.41185 2.15872 2.14445
threshold=-0.9639216661453246 0.42948064208030706 -0.15353369712829587 1020.5499877929689 3.0249999761581425 9.6500000953674334 180.89695739746097 1008.9500122070314 169.50000000000003 -0.90255093574523915 0.41467745602130895 330.30557250976568 48.210000991821296 160.17214202880862 291.36195373535162 0.18222858756780627 1.0249999761581423 1018.0499877929689 15.150000095367433 -0.73724925518035878 0.7849130928516389 16.349999427795414 0.18457434326410296 20.94999980926514 223.892448425293 10.949999809265138 0 0.74892720580101024 312.50000000000006 -0.8610786199569701
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 1 2 2 2
left_child=1 3 6 5 -4 29 13 -6 23 10 11 14 -11 28 26 16 -16 -8 19 -19 -21 -20 -23 -7 -25 -9 27 -10 -3 -1
right_child=-2 2 4 -5 7 8 17 25 9 12 -12 -13 -14 -15 15 -17 -18 18 21 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0047624703689906006 1.2609828886933555e-05 0.0024362106763042642 -0.00026936588156853256 0.014675046713091434 -0.015578296556783729 0.00058883571874363558 0.00015366859379273978 -0.0029489289219940193 0.00017998460055782626 -0.00065177544837732295 0.0046732239814578852 0.013838283806715325 -0.010813810461070062 0.0008757075297310562 0.02375267572933808 -0.0034185952599814517 -0.00073787553802780485 0.0022521790941183928 -0.010076646038630446 -0.0034066971795820092 0.0021151229441828665 -0.010543852709416374 0.0024552838405262744 0.0036582376538609063 0.021025222172390608 -0.016954230420805259 -0.0034723986154238753 -0.0059643539826924183 0.0096443223128807268 -0.00023688648346109243
leaf_weight=429 1263006 420 1416 36 49 1512 19034 783 975 24742 137 23 57 7941 32 63 23 477 154 895 267 51 118 134 29 29 2390 191 138 429
leaf_count=429 1263006 420 1416 36 49 1512 19034 783 975 24742 137 23 57 7941 32 63 23 477 154 895 267 51 118 134 29 29 2390 191 138 429
internal_value=6.86525e-07 -0.000238447 0.000159821 -0.00064399 -0.00173274 -0.000661686 0.000305925 -0.0041394 -0.000744476 -0.000857536 -0.00203735 -0.00228603 -0.000675133 0.0010952 -0.00238697 0.0044724 0.0135112 -1.35671e-05 -0.00163598 -0.00086026 -0.00213791 -0.00557219 -0.00146753 0.00118821 0.00674807 -0.00344912 -0.00261458 -0.000819478 0.00421886 0.00226279
internal_weight=1.32598e+06 62974 31772 31202 2277 31166 29495 861 30308 28633 3834 3697 24799 8499 3674 118 55 20996 1962 1639 1162 323 169 1675 163 812 3556 1166 558 858
internal_count=1325980 62974 31772 31202 2277 31166 29495 861 30308 28633 3834 3697 24799 8499 3674 118 55 20996 1962 1639 1162 323 169 1675 163 812 3556 1166 558 858
cat_boundaries=0 1
cat_threshold=71
is_linear=0
shrinkage=0.05


Tree=318
num_leaves=31
num_cat=2
split_feature=93 61 134 97 136 112 53 112 115 56 111 19 136 5 113 106 3 106 13 73 79 63 114 4 57 63 59 73 67 99
split_gain=1.36515 3.71682 3.41651 3.19026 3.29208 2.96412 3.22768 3.32965 3.83488 3.25999 3.10437 3.18786 2.99737 2.64854 2.63608 2.7174 2.52249 2.44936 2.82799 3.06635 2.56987 2.42597 2.30053 2.44403 2.28124 2.31162 2.2333 2.21594 3.0737 2.20713
threshold=-0.9639216661453246 0.47189699113368994 1020.9500122070314 -0.15353369712829587 0 0.41467745602130895 3.5649999380111699 -0.99961927533149708 -0.94260558485984791 211.93372344970706 -0.88169234991073597 10.405000209808351 1 12.34999990463257 0.83385404944419872 1.0000000180025095e-35 295.50000000000006 -0.98050710558891285 1.075000047683716 0.52328327298164379 3.4550000429153447 0.44280059635639196 0.35019405186176306 2.2500000000000004 171.43115234375003 0.45137827098369604 331.05789184570318 0.52715998888015758 1.3949999809265139 -0.99785122275352467
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 13 21 6 7 8 -1 10 29 22 -13 24 15 -14 -8 18 19 20 -7 -5 -12 -24 25 -3 -11 28 -10 -9
right_child=-2 3 -4 4 -6 17 16 9 27 26 11 12 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.007654846630262291 1.1979337609045986e-05 0.0048766848628956387 0.014646452640158101 0.0030276183638273291 -0.0048713658569862223 0.0029981798390801622 -0.00073166471006827407 0.019467071173712613 -0.0044086301228513517 -0.00024959107824019982 -0.0011749859149225873 0.00042793370095200469 -0.0034822378812491813 -0.0094537953569028207 0.011068588588386774 0.0090142617536581714 0.00075597817451982278 0.00058391471499738502 -0.0053047700150107803 0.021711972456526115 0.017564889717553007 -0.0018167804491180687 -0.0057460832324894989 0.010260214555201793 0.00030093364805505707 0.00077220091649792899 -0.0055063232098671033 -0.010143302780402414 0.015363908385237058 0.002306935138787184
leaf_weight=235 1263006 557 37 378 575 149 5273 20 57 10534 9271 664 3849 68 32 44 6200 635 44 37 38 817 33 86 21856 893 206 59 30 297
leaf_count=235 1263006 557 37 378 575 149 5273 20 57 10534 9271 664 3849 68 32 44 6200 635 44 37 38 817 33 86 21856 893 206 59 30 297
internal_value=6.5089e-07 -0.000226552 -0.000539718 0.000244616 -0.00180204 -0.000554585 -0.000623864 -0.000938087 0.00370094 -0.00100868 -0.00150321 -0.00161417 -0.00269424 0.000399599 -0.00321533 -0.003341 7.22563e-05 0.00227565 0.00628406 0.00856044 0.00595826 -0.00028205 -0.00108632 0.00582149 0.000428349 0.00234889 -0.000350419 -0.00266322 0.00240949 0.00338959
internal_weight=1.32598e+06 62974 37830 25144 1770 37793 36890 25417 381 25036 14296 13979 4589 23374 3925 3893 11473 903 268 224 187 1195 9390 119 23306 1450 10740 146 87 317
internal_count=1325980 62974 37830 25144 1770 37793 36890 25417 381 25036 14296 13979 4589 23374 3925 3893 11473 903 268 224 187 1195 9390 119 23306 1450 10740 146 87 317
cat_boundaries=0 1 2
cat_threshold=609 2260
is_linear=0
shrinkage=0.05


Tree=319
num_leaves=31
num_cat=1
split_feature=95 136 55 83 79 31 75 92 21 36 87 23 31 120 88 109 67 115 113 38 52 94 34 26 55 114 56 73 19 37
split_gain=1.56753 4.23466 2.96569 3.06536 3.10839 2.99345 2.94573 2.75493 2.62615 3.27803 3.07236 3.07141 2.65546 3.70055 2.65163 3.39156 2.88749 2.59515 3.42378 2.85955 3.15229 2.85363 2.99301 2.7271 2.72151 2.53043 2.50629 2.45301 2.51732 2.66358
threshold=-0.96861711144447316 0 2.5149999856948857 283.77709960937506 6.8150000572204599 1016.7500000000001 0.52090039849281322 -0.99895006418228138 5.4549999237060556 23.150000572204593 0.75676462054252636 5.7650001049041757 1017.8500061035157 0.96359375119209301 -0.71400153636932362 -0.072321910411119447 1.8849999904632571 -0.87878364324569691 0.38266885280609136 17.349999427795414 2.4650000333786015 -0.80457210540771473 8.0500001907348651 335.50000000000006 3.9450000524520878 -0.99961927533149708 177.41335296630862 0.5417819917201997 8.7100000381469744 13.650000095367433
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 4 5 -4 -7 -3 9 10 -1 -10 -13 26 25 16 -16 18 -5 21 -21 23 24 -19 -23 -12 -14 28 29 -24
right_child=-2 2 3 17 -6 6 -8 -9 11 -11 14 12 13 -15 15 -17 -18 19 -20 20 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017692589433742367 1.2291911120404277e-05 -0.0062359729772164807 -0.0022654400983468681 -0.002650679666269775 0.00098397070805177739 -0.013856745258608992 -0.003922255850501627 -0.0013218131592052929 -0.0012184749152826114 0.021144040850922467 0.014072738258866594 0.00032134553481487252 0.0028361584058350705 -0.012686886921680221 -0.0011468415485221667 0.001201238146662161 -0.0099075530864817588 -0.00048785521729577391 0.014170201929406294 0.0094742657860503506 0.0015128341072328736 0.024009137403873657 0.0011988722405115526 -0.0087946677817963056 0.0042592834092606349 0.0026499370026286488 -0.0019234001051409997 -0.00024927707626873021 0.00068640042879194833 0.0080621367539872087
leaf_weight=959 1267519 295 771 1253 460 129 177 8587 5191 20 50 19300 330 72 561 4264 113 8258 31 149 751 26 252 100 53 1598 1709 1900 780 322
leaf_count=959 1267519 295 771 1253 460 129 177 8587 5191 20 50 19300 330 72 561 4264 113 8258 31 149 751 26 252 100 53 1598 1709 1900 780 322
internal_value=6.1667e-07 -0.000252519 -0.000757009 -0.000337939 -0.0024566 -0.0039261 -0.00811032 -0.00148503 0.000106381 0.000928426 0.00087484 -0.000127349 0.000137189 -0.00154648 0.00125985 0.000680265 -0.00261563 -0.000103245 -0.00224457 0.000115122 0.00283089 -9.39446e-05 0.00114308 -0.000587243 0.0107592 0.0029965 -0.00115309 0.000909616 0.00253583 0.005049
internal_weight=1.32598e+06 58461 24294 15412 1537 1077 306 8882 34167 7565 7545 26602 21411 2111 6586 4938 674 13875 1284 12591 900 11691 3333 8358 79 1648 2039 3254 1354 574
internal_count=1325980 58461 24294 15412 1537 1077 306 8882 34167 7565 7545 26602 21411 2111 6586 4938 674 13875 1284 12591 900 11691 3333 8358 79 1648 2039 3254 1354 574
cat_boundaries=0 1
cat_threshold=3684
is_linear=0
shrinkage=0.05


Tree=320
num_leaves=31
num_cat=0
split_feature=104 19 62 4 33 52 63 31 7 70 101 67 34 91 20 124 56 52 70 35 31 120 52 83 55 43 31 92 67 20
split_gain=1.3489 3.51926 2.69859 2.45016 3.19151 3.7637 5.86509 4.48161 3.25744 2.96731 2.77846 2.60458 2.35536 3.05524 3.62421 2.95214 2.15211 3.15065 2.95251 8.73694 4.69693 3.07285 2.54387 2.09709 2.17346 2.37868 3.21928 2.30846 1.97597 4.60086
threshold=1.0000000180025095e-35 4.6550002098083505 0.47310060262680059 10.250000000000002 14.949999809265138 0.23499999940395358 0.37344902753829962 1009.3500061035157 3.5499999523162846 301.30218505859381 0.44660407304763799 2.4550000429153447 12.150000095367433 -0.82870501279830922 6.5150001049041757 -0.76037701964378346 163.99015808105472 0.74500000476837169 269.24632263183599 11.949999809265138 1019.0499877929689 0.026175950653851036 0.63499999046325695 278.22178649902349 6.0850000381469735 3.7500000000000004 1013.6499938964845 -0.65322396159172047 3.8850001096725468 4.3350000381469735
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 2 -2 4 16 6 8 10 -6 28 11 -7 -11 15 -15 -14 -3 18 19 20 -18 -20 -21 -9 25 26 -25 -28 -5 -30
right_child=1 3 -4 9 5 7 -8 23 -10 12 -12 -13 13 14 -16 -17 17 -19 21 22 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-4.3226227571228606e-06 -0.0079107175640298674 -0.0037245600710689645 0.0095803068447858093 0.0036008076859138679 0.03626640387203383 0.018030066804400318 -0.0034167781812497059 -0.00049396281470342552 0.0123046255645317 0.0028530880123616952 0.02768808424472809 0.0015454893973690239 0.027240964610320634 -0.002668238270820843 0.018214599376604444 0.0070838567869299478 0.0092915341524141184 -0.000351406603441664 0.0086435854073021231 -0.0031611455861194474 0.037133880282723998 -0.0063574747414612736 0.012892276324633072 -0.0026796743238810452 -0.00015565566042165176 -0.0030183768585427769 0.023482722903136164 0.0077796714443882755 0.021851360690779986 0.00029109960394060766
leaf_weight=1314218 187 433 25 657 23 37 39 939 37 320 20 68 39 63 31 34 28 5655 55 90 33 90 34 30 145 36 50 44 25 2417
leaf_count=1314218 187 433 25 657 23 37 39 939 37 320 20 68 39 63 31 34 28 5655 55 90 33 90 34 30 145 36 50 44 25 2417
internal_value=4.32558e-07 0.000535296 -0.0058481 0.00065326 0.000160512 0.00226369 0.0116782 0.00158288 0.02149 0.00173686 0.0106077 0.00735434 0.00536507 0.0101785 0.00421865 0.0178527 -0.000320551 -7.42798e-05 0.00467467 0.0088617 0.0243538 -0.000667417 0.0012406 0.000676036 0.0042781 0.00829619 0.0115811 0.0161324 0.0011667 0.000511823
internal_weight=1.3259e+06 11684 212 11472 7886 1468 99 1369 60 3586 125 105 487 167 94 73 6418 5985 330 185 61 145 124 1244 305 160 124 94 3099 2442
internal_count=1325902 11684 212 11472 7886 1468 99 1369 60 3586 125 105 487 167 94 73 6418 5985 330 185 61 145 124 1244 305 160 124 94 3099 2442
is_linear=0
shrinkage=0.05


Tree=321
num_leaves=31
num_cat=0
split_feature=104 19 62 64 4 34 100 28 38 130 23 75 20 58 52 62 95 33 122 33 60 52 115 59 63 36 34 83 125 64
split_gain=1.22792 3.22858 2.59756 2.63356 2.15919 2.77511 3.18523 5.06799 3.85249 2.34391 2.66283 3.30251 2.56885 2.33527 2.31148 2.33547 2.24975 2.99789 2.68465 2.18732 2.16449 3.15693 7.63197 2.80111 2.62295 2.44615 2.14952 2.52816 3.22663 2.72667
threshold=0.075905535370111479 4.6550002098083505 0.47310060262680059 0.25499999523162847 10.050000190734865 15.050000190734865 0.3162000328302384 1015.5499877929689 17.150000572204593 126.50000000000001 4.7750000953674325 0.56365916132926952 4.3350000381469735 308.84564208984381 0.11499999836087228 0.31933730840682989 -0.65081489086151112 13.84999990463257 0.70088258385658275 15.449999809265138 0.38495011627674108 0.74500000476837169 -0.99353402853012074 192.34860992431643 0.52667096257209789 11.449999809265138 11.949999809265138 294.17646789550787 -0.63605400919914235 0.25499999523162847
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 2 3 -2 5 20 14 8 -8 10 -6 13 -13 16 15 -7 17 18 -12 -18 25 22 -22 -24 -25 -3 -27 29 -29 -28
right_child=1 4 -4 -5 9 6 7 -9 -10 -11 11 12 -14 -15 -16 -17 19 -19 -20 -21 21 -23 23 24 -26 26 27 28 -30 -31
leaf_value=-3.6472966876030703e-06 0.008190899528563023 0.0038694222409588596 0.0096084031751767426 -0.010341651894733461 -0.0049622291903740788 0.021802048502420939 0.011673732631963356 0.0010763853681327283 0.037714411038905382 -0.0028226146046825868 0.01014888737849625 0.015765900030964987 0.0014841115126082464 0.022972992816939951 0.00078998526303969527 -0.00014429430329156195 0.0023082528034226528 -0.0021558598673436791 0.028240758414251794 0.016413145375748475 0.033418728900142018 2.1871438128641936e-05 -0.014175101071374402 0.016421954639049042 -0.0015131461515804714 -0.0071755851318990376 0.015365073308348657 0.022857730667151157 0.0011584378669403934 -0.003351954585683862
leaf_weight=1316537 22 150 24 149 121 27 49 87 20 246 70 32 1959 20 878 22 328 32 29 30 24 3855 21 36 47 235 20 21 93 718
leaf_count=1316537 22 150 24 149 121 27 49 87 20 246 70 32 1959 20 878 22 328 32 29 30 24 3855 21 36 47 235 20 21 93 718
internal_value=4.10929e-07 0.000570919 -0.00579541 -0.00795735 0.000706299 0.000188845 0.00249218 0.00910222 0.0192218 0.0018439 0.00228189 0.0026325 0.00171365 0.00622668 0.00137981 0.0119486 0.00554175 0.0111482 0.0154485 0.00349023 -0.000289032 0.000278373 0.00800348 0.00213842 0.00626593 -0.00211601 -0.00294197 -0.00177424 0.00515568 -0.00284472
internal_weight=1.3259e+06 9365 195 171 9170 6303 1083 156 69 2867 2621 2500 1991 509 927 49 489 131 99 358 5220 3983 128 104 83 1237 1087 852 114 738
internal_count=1325902 9365 195 171 9170 6303 1083 156 69 2867 2621 2500 1991 509 927 49 489 131 99 358 5220 3983 128 104 83 1237 1087 852 114 738
is_linear=0
shrinkage=0.05


Tree=322
num_leaves=31
num_cat=0
split_feature=68 39 69 53 5 80 54 124 102 92 59 63 22 8 118 92 67 6 120 71 38 55 59 31 20 87 4 99 63 19
split_gain=1.22232 3.44952 2.73849 2.35342 3.70672 3.51163 3.83082 3.485 3.38739 2.76137 2.7581 2.72949 2.69757 2.77566 3.19831 3.07419 3.97577 2.98949 2.98133 3.28274 2.68913 4.19787 3.21935 3.35272 3.86168 3.3138 3.24635 3.18306 3.14341 3.96825
threshold=315.11254882812506 9.9499998092651385 343.57843017578131 1.8450000286102297 0.75000000000000011 311.56913757324224 0.30500000715255743 0.1650413200259209 0.1268596947193146 0.38555379211902624 347.59048461914068 0.8352344036102296 5.6250000000000009 10.250000000000002 0.90992662310600292 0.19989907741546634 30.994999885559086 1.0500000119209292 -0.38266885280609125 316.80416870117193 12.650000095367433 0.95499998331069957 224.82302093505862 1011.9500122070314 8.8750000000000018 0.84907338023185741 8.7500000000000018 -0.98263868689537037 0.32408924400806433 8.7100000381469744
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 2 -2 4 5 6 -3 11 9 -7 20 -6 -5 14 15 16 -14 -16 -18 -20 21 -9 -22 26 25 -25 -24 -23 -28 -30
right_child=1 3 -4 12 7 8 -8 10 -10 -11 -12 -13 13 -15 17 -17 18 -19 19 -21 22 27 23 24 -26 -27 28 -29 29 -31
leaf_value=-1.0691443071861303e-05 -0.0008353855092699345 0.024087895171417458 -0.006526715141211884 -0.0012551727359613656 -0.0010394715326715314 0.02271504255410816 0.0062022627780738667 0.0030841308059019637 0.0014666502808260437 0.00010899901178411462 -0.0033976238578212505 0.015887680354838573 0.0003993848805383925 0.00081139176140482467 0.0032377408252225494 -0.00037527801321950898 0.00044702584714839981 -0.0025098121881198358 0.0097416314784121438 0.0027556488914182616 -0.0011803582104871848 0.009194917889316475 0.0013052783321133026 0.0024608703092668049 0.021887672386531318 -0.00085462958810793841 0.0011480338252061661 0.00021523464569579779 0.019774574749912559 0.0057201768125359643
leaf_weight=1258825 4410 35 222 3323 3092 35 207 3179 1025 22 354 24 10019 13610 255 14744 485 2006 280 421 2234 102 394 1199 21 2029 106 3039 88 117
leaf_count=1258825 4410 35 222 3323 3092 35 207 3179 1025 22 354 24 10019 13610 255 14744 485 2006 280 421 2234 102 394 1199 21 2029 106 3039 88 117
internal_value=3.90383e-07 0.000208362 -0.00110816 0.000306017 0.000801831 0.00334417 0.00878903 0.000591162 0.00212638 0.0139899 0.00095462 -0.000909096 0.000115986 0.000224938 -5.79982e-05 9.91534e-05 0.00072343 -0.00186159 0.00346087 0.00554606 0.0010778 0.00180323 0.000336887 0.00119413 0.000515907 0.000376871 0.00431971 0.000506838 0.00813863 0.0117533
internal_weight=1.3259e+06 67077 4632 62445 17302 1324 242 15978 1082 57 12862 3116 45143 41820 28210 25949 11205 2261 1186 701 12508 6320 6188 3954 3249 3228 705 3141 311 205
internal_count=1325902 67077 4632 62445 17302 1324 242 15978 1082 57 12862 3116 45143 41820 28210 25949 11205 2261 1186 701 12508 6320 6188 3954 3249 3228 705 3141 311 205
is_linear=0
shrinkage=0.05


Tree=323
num_leaves=31
num_cat=0
split_feature=104 19 64 62 4 101 33 31 52 63 7 120 126 33 56 56 52 70 35 31 120 52 26 39 67 20 34 95 39 22
split_gain=1.11101 2.87946 2.67095 2.40228 2.03302 2.69102 2.64637 3.25014 3.85168 4.9685 2.92639 2.67103 2.14559 3.24195 2.04847 1.97037 2.7379 2.64632 7.74928 4.12471 2.73651 2.26028 1.89896 1.88555 1.88879 4.98936 3.10141 2.48141 2.76443 2.41675
threshold=1.0000000180025095e-35 4.6550002098083505 0.25499999523162847 0.47310060262680059 10.250000000000002 0.4768452793359757 14.949999809265138 1009.3500061035157 0.23499999940395358 0.37344902753829962 3.5499999523162846 0.59480014443397533 -0.87878364324569691 12.250000000000002 253.9344177246094 163.99015808105472 0.74500000476837169 269.24632263183599 11.949999809265138 1019.0499877929689 0.026175950653851036 0.63499999046325695 264.50000000000006 16.650000572204593 4.0250000953674325 4.3350000381469735 13.550000190734865 -0.65081489086151112 13.84999990463257 5.3250000476837167
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 2 -2 -4 6 23 15 11 9 10 -9 -8 13 -7 -13 -3 17 18 19 -17 22 -20 -19 24 26 -26 27 29 -29 -6
right_child=1 4 3 -5 5 12 7 8 -10 -11 -12 14 -14 -15 -16 16 -18 20 21 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-3.9446861726322346e-06 0.0097225657055297725 -0.0035515265452178675 -0.0094677719748976485 0.0081278501745228743 0.020125730413639423 0.0035233851151578893 0.0046808090061302423 0.033846592255260634 0.00058607497961216213 -0.0032650597442529707 0.011135027794217742 0.0093119369553668167 0.0034180164998868518 0.023130930804118918 0.031670914995484058 0.0088074040732213435 -0.00031710875233308008 -0.0041930283757392319 -0.0029943888871154442 0.034898708176545126 -0.0060589425032958394 0.012137778574362851 0.015120440410184009 -0.010737749105678899 0.024702395250399911 0.00021982098832208359 -0.0022283191337158126 0.0020042849426162275 0.020761474555114373 0.0064045685501168334
leaf_weight=1314218 26 433 164 22 49 49 85 23 1244 38 37 21 507 37 20 28 5655 20 90 33 90 34 35 34 21 2299 172 304 21 93
leaf_count=1314218 26 433 164 22 49 49 85 23 1244 38 37 21 507 37 20 28 5655 20 90 33 90 34 35 34 21 2299 172 304 21 93
internal_value=3.70864e-07 0.000485785 -0.00528828 -0.00738657 0.000592488 0.00157955 0.000143641 0.00205879 0.00133791 0.0108816 0.0198411 0.00973681 0.0046567 0.0119592 0.0202188 -0.000294415 -5.87712e-05 0.00436819 0.00833218 0.0229224 -0.00068931 0.00115475 0.00809736 0.000969878 0.0011044 0.00044143 0.00351144 0.00562544 0.00321629 0.0111393
internal_weight=1.3259e+06 11684 212 186 11472 3586 7886 1468 1342 98 60 126 593 86 41 6418 5985 330 185 61 145 124 55 2993 2959 2320 639 467 325 142
internal_count=1325902 11684 212 186 11472 3586 7886 1468 1342 98 60 126 593 86 41 6418 5985 330 185 61 145 124 55 2993 2959 2320 639 467 325 142
is_linear=0
shrinkage=0.05


Tree=324
num_leaves=31
num_cat=0
split_feature=68 39 69 52 77 79 4 0 68 104 55 95 106 28 101 18 92 122 102 30 4 62 30 99 38 110 59 38 76 74
split_gain=1.09874 3.12023 2.4852 2.43313 2.94745 4.19466 3.38598 5.77995 4.02257 2.61933 3.12851 2.63848 2.39993 3.19335 3.4907 2.76292 2.67686 2.32465 2.31065 2.15471 2.09186 2.62493 2.43996 3.27813 2.94434 2.748 2.55964 2.24299 2.19485 2.08329
threshold=315.11254882812506 9.9499998092651385 343.57843017578131 0.23499999940395358 5.0350000858306894 7.3350000381469735 2.9500000476837163 324.50000000000006 320.06941223144537 -0.59977963566780079 0.30500000715255743 -0.78343692421913136 -0.78526017069816578 1012.6499938964845 0.30850575864315039 9.5450000762939471 -0.67419251799583424 -0.19936034083366391 -0.064857929944992052 1014.5499877929689 13.650000095367433 0.30821245908737188 1016.9500122070314 -0.84343662858009327 16.550000190734867 0.77599897980690014 347.59048461914068 12.050000190734865 19.545000076293949 0.78468042612075817
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 2 -2 4 -3 9 7 8 19 10 -6 -11 13 14 15 16 -5 -10 -18 -7 22 27 24 -24 26 -25 28 -22 -8 -30
right_child=1 3 -4 12 5 6 20 -9 17 11 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 21 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-1.0154376560212612e-05 -0.00079472407965399902 -0.0045667213021266849 -0.0062164743341765628 0.02592512968413789 0.013164802174119708 0.0052944731033178717 -0.0066242457166908828 0.028029123141333975 0.010943053938632754 0.027991770645603539 -0.010531749955068032 0.010026738720729815 8.5836361629548649e-05 0.0014270488544370018 -0.00080194612548608571 -0.0013736835014610056 0.017659801120559374 -0.0048728835606242273 -0.0060869693756103521 0.020263237082822759 0.023704456671839583 0.00014653966684515277 0.019323936726044242 -0.011403919171596714 0.010121806247088199 0.0035676730562834713 -0.015794399429366671 0.0023594971327111128 -0.0032444009227053832 0.0027910681925922319
leaf_weight=1258825 4410 155 222 29 26 53 166 29 30 25 30 112 49450 7996 2964 47 21 103 20 44 32 60 30 34 52 311 33 20 274 299
leaf_count=1258825 4410 155 222 29 26 53 166 29 30 25 30 112 49450 7996 2964 47 21 103 20 44 32 60 30 34 52 311 33 20 274 299
internal_value=3.52321e-07 0.00019753 -0.00105457 0.000290408 0.0020437 0.00262487 0.00176977 0.00699389 0.00434163 0.00958094 0.000470221 0.013305 0.000234849 0.000900072 -0.000467571 0.00800327 0.0142992 -0.00130538 0.00607601 0.0120844 0.000737692 0.00727254 0.000127263 0.00347075 -0.00139435 0.00209221 -0.00217005 0.0154949 -0.00156165 -9.50026e-05
internal_weight=1.3259e+06 67077 4632 62445 1918 1763 1570 259 230 193 56 137 60527 11077 3081 117 70 133 41 97 1311 112 1199 375 824 345 772 52 739 573
internal_count=1325902 67077 4632 62445 1918 1763 1570 259 230 193 56 137 60527 11077 3081 117 70 133 41 97 1311 112 1199 375 824 345 772 52 739 573
is_linear=0
shrinkage=0.05


Tree=325
num_leaves=31
num_cat=2
split_feature=113 79 67 35 130 34 127 136 29 118 73 91 89 52 110 82 92 80 64 90 97 2 39 29 61 88 40 34 34 136
split_gain=1.23739 2.85124 4.5306 3.36832 3.18702 3.8634 2.62987 2.63444 4.11709 3.44571 3.882 4.5221 3.73091 2.69221 3.20191 3.34892 2.61481 2.56174 2.56752 3.2382 2.54303 2.66673 2.49213 2.87206 3.89123 3.66359 3.49229 2.98873 2.71687 3.02103
threshold=-0.53727915883064259 1.935000002384186 0.63499999046325695 11.050000190734865 153.50000000000003 14.34999990463257 -0.99961927533149708 0 1017.1499938964845 0.9238443672657014 0.58572745323181163 -0.88666048645973194 -0.48396296799182886 0.66500002145767223 0.91113290190696727 329.47552490234381 -0.99087688326835621 323.95382690429693 3.8149999380111699 0.41219356656074529 -0.64178600907325734 337.50000000000006 10.84999990463257 1013.9500122070314 0.3058611154556275 -0.51973015069961537 10.449999809265138 11.449999809265138 11.750000000000002 1
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=-1 4 6 -4 16 -6 -3 9 17 -8 11 12 -11 14 15 -10 -2 -9 19 -19 -13 -22 23 -5 25 26 27 -25 29 -24
right_child=1 2 3 22 5 -7 7 8 13 10 -12 20 -14 -15 -16 -17 -18 18 -20 -21 21 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.9730910348653888e-05 -0.0017658867178014124 0.019164706952869894 -0.00052783728133839623 0.00028524198614588949 -0.011067006813030092 0.0015634125033570205 0.0021579701198471191 -0.00030664028139868615 0.0088778137498976371 0.0055416443715027228 0.029354454921558498 -0.0035188507774171042 0.02830524652769479 0.0010073297111329381 0.0037324844699076101 0.033050871834806775 -7.7209355602306999e-06 -0.010047044924926014 0.010484116951314112 0.0078312315945995269 0.0017551017886338134 0.021397190418577308 0.0010607112499991041 0.01492992886715516 0.0013408503942611396 0.0025907157538527185 0.02551904082830463 0.0037483413970135293 0.00041352768159480595 -0.0015482112703840605
leaf_weight=1136251 2160 22 11912 1496 143 105 2577 661 38 36 20 94 36 314 111 23 100960 200 21 29 48 27 1577 106 868 272 35 137 61093 3698
leaf_count=1136251 2160 22 11912 1496 143 105 2577 661 38 36 20 94 36 314 111 23 100960 200 21 29 48 27 1577 106 868 272 35 137 61093 3698
internal_value=-3.43902e-08 0.000118493 0.00033219 0.000248826 -5.81635e-05 -0.00571945 0.0019222 0.00183263 4.49952e-05 0.0027029 0.00818687 0.00643023 0.0169234 0.00376159 0.00878973 0.0179922 -4.45483e-05 -0.00193724 -0.00624855 -0.00778298 0.00195975 0.00882625 0.000382361 0.00181349 0.00342581 0.00671625 0.0107527 0.00862591 0.000319525 -0.000769179
internal_weight=1.32507e+06 188819 85451 81194 103368 248 4257 4235 1397 2838 261 241 72 486 172 61 103120 911 250 229 169 75 69282 2914 1418 550 278 243 66368 5275
internal_count=1325070 188819 85451 81194 103368 248 4257 4235 1397 2838 261 241 72 486 172 61 103120 911 250 229 169 75 69282 2914 1418 550 278 243 66368 5275
cat_boundaries=0 1 2
cat_threshold=928 7362
is_linear=0
shrinkage=0.05


Tree=326
num_leaves=31
num_cat=0
split_feature=84 60 71 79 93 87 22 111 30 96 125 79 87 61 90 126 7 2 95 28 110 6 102 56 9 38 99 62 1 39
split_gain=1.13177 1.92563 2.77244 2.51418 2.29727 2.53965 2.27963 2.13426 2.15627 1.8665 1.75163 1.6655 1.79641 1.84118 1.58333 1.55371 1.29516 1.26378 1.21418 1.22154 1.20001 1.17575 1.09555 1.05222 1.4854 1.04641 1.32172 1.04278 1.15814 1.38537
threshold=0.92675653100013744 0.42731185257434851 278.62094116210943 9.5450000762939471 -0.85735636949539173 0.90411785244941723 5.0350000858306894 -0.31010280549526209 1009.0499877929689 -0.99784055352210987 -0.62249094247817982 7.6449999809265146 0.89765280485153209 0.31944648921489721 -0.18448260426521298 -0.52247866988182057 3.7500000000000004 82.500000000000014 -0.33018298447132105 1012.7500000000001 -0.19489058852195737 9.2500000000000018 -0.22942797839641568 202.97028350830081 7.8500001430511483 23.94999980926514 -0.40747871994972223 0.33644218742847448 250.50000000000003 14.550000190734865
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=25 2 3 4 -2 10 -5 -8 -9 -10 -6 12 13 -12 20 16 -7 -11 -15 -20 -4 23 -19 -16 -25 -1 -27 -17 -29 -30
right_child=1 -3 14 6 5 15 7 8 9 17 11 -13 -14 18 21 27 -18 22 19 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=2.5901433012615208e-06 -0.009996474491076936 2.2107948640484051e-05 0.0079597707241773601 0.016270568192703651 -0.0058011832558328199 -0.0029203046187076991 0.017972887903451921 -0.012091538875496813 0.014955761100605336 0.010018394545962414 0.01055958160223105 0.018106223561841508 0.016582874000153465 -0.0081581613269720594 -0.016507658170645728 -0.010692591291283155 0.010886387869009171 0.0081246284752463302 0.012634377125650645 -0.0036689160771116065 -0.0031520904858418231 -0.002941203246271049 -0.0023251006289178298 0.00393262858768659 -0.012887999897024461 0.01501729118709381 -0.0016345824758693861 -0.0078532928013786054 -0.0083671674339307681 0.0055927451236409704
leaf_weight=1319854 76 3188 25 32 42 41 20 28 27 33 39 23 23 46 51 72 29 30 20 27 864 69 153 21 35 26 22 75 27 52
leaf_count=1319854 76 3188 25 32 42 41 20 28 27 33 39 23 23 46 51 72 29 30 20 27 864 69 153 21 35 26 22 75 27 52
internal_value=-3.28553e-08 -0.000738513 -0.00196319 5.53277e-05 -0.00188064 -0.000685285 0.0036036 0.00221067 0.00104741 0.00256136 0.00338352 0.0055507 0.00368762 0.00144072 -0.00369741 -0.0037094 0.00279961 0.00101206 -0.00238332 0.00326866 -0.00283961 -0.00803027 -0.00061203 -0.011312 -0.00658026 2.85862e-06 0.00738518 -0.00572546 -0.00340317 0.000821636
internal_weight=1.32507e+06 5168 1980 915 592 516 323 291 271 243 220 178 155 132 1065 296 70 216 93 47 889 176 183 107 56 1.3199e+06 48 226 154 79
internal_count=1325070 5168 1980 915 592 516 323 291 271 243 220 178 155 132 1065 296 70 216 93 47 889 176 183 107 56 1319902 48 226 154 79
is_linear=0
shrinkage=0.05


Tree=327
num_leaves=31
num_cat=0
split_feature=113 79 67 130 34 35 36 86 53 67 92 92 22 91 4 89 8 89 73 70 111 100 75 122 126 35 84 127 96 119
split_gain=1.11601 2.57633 4.10266 2.87628 3.48671 2.71386 2.75779 3.85176 2.62696 3.00447 2.37002 2.35984 2.27913 2.37742 2.43453 2.25583 2.21633 2.99051 2.40945 2.38953 2.3268 2.22593 2.21271 2.14136 2.29431 2.55441 2.53166 2.97587 2.95248 2.33872
threshold=-0.53727915883064259 1.935000002384186 0.75499999523162853 153.50000000000003 14.34999990463257 11.050000190734865 9.8499999046325701 0.84669074416160595 1.5649999976158144 4.0950000286102304 0.28219921886920935 -0.99087688326835621 5.0650000572204599 -0.98446223139762867 10.250000000000002 -0.66448104381561268 11.050000190734865 0.14773998409509662 0.93333369493484508 164.10047912597659 0.7754560410976411 -0.1414610147476196 0.42607992887496954 0.9536806344985963 -0.043617725372314446 10.750000000000002 0.85575872659683239 0.87032255530357372 -0.83109951019287098 0.85260769724845897
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 23 11 -5 16 7 8 9 15 -11 -2 -9 14 -14 -7 17 18 20 -18 21 22 -4 24 25 -3 29 -28 -29 -27
right_child=1 2 5 4 -6 6 -8 12 -10 10 -12 -13 13 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-1.8736718904320559e-05 -0.0016777219004571063 -0.0028651314435843775 0.0047395497822718133 -0.010513785980166411 0.0014851124414486721 -0.0036894229650176291 0.00030430938911463684 0.017679059101889532 0.0010946750896982849 0.012929037621180559 0.033936501443386079 -7.4714866305291817e-06 -0.0033347248777069829 2.3465289834035549e-05 0.017197279509023899 0.014935547314785622 0.005964598988280877 -0.0053108858814480313 0.0089131623998174089 0.00021419053437052348 -0.0019531769037380666 0.00045762398487473964 -0.002994721525872753 -0.0037177115378282362 0.0011868855856850507 0.0047122523939385347 -0.0040731113217771049 0.024794247113168241 -0.00035876988965485781 0.015796999866142868
leaf_weight=1136251 2160 141 103 143 105 29 66745 21 60 29 25 100960 22 628 42 37 190 377 64 3674 2842 3554 905 186 4534 985 160 20 28 50
leaf_count=1136251 2160 141 103 143 105 29 66745 21 60 29 25 100960 22 628 42 37 190 377 64 3674 2842 3554 905 186 4534 985 160 20 28 50
internal_value=-3.12119e-08 0.000112532 0.000315666 -5.53918e-05 -0.00543361 0.000219574 0.000341239 0.00310143 0.00963698 0.0139081 0.0226547 -4.24573e-05 0.0014515 0.000959043 0.0101394 0.00675185 -0.00048323 -0.000966009 -0.000746671 0.000496949 -0.000830171 -0.000130569 -0.00220441 0.00156478 0.00173081 0.0035127 0.00423617 -0.000797396 0.0101217 0.00524775
internal_weight=1.32507e+06 188819 85451 103368 248 79347 67638 893 180 120 54 103120 713 692 64 66 11709 7845 7468 3864 7404 4562 1008 6104 5918 1384 1243 208 48 1035
internal_count=1325070 188819 85451 103368 248 79347 67638 893 180 120 54 103120 713 692 64 66 11709 7845 7468 3864 7404 4562 1008 6104 5918 1384 1243 208 48 1035
is_linear=0
shrinkage=0.05


Tree=328
num_leaves=31
num_cat=1
split_feature=17 72 56 7 120 27 57 136 103 91 89 95 67 82 29 19 97 0 38 99 6 122 32 88 86 127 52 121 62 57
split_gain=1.09993 4.19818 3.024 2.88443 2.57154 2.4645 2.11529 2.57029 4.41519 3.98179 2.49853 2.7756 2.2919 2.86426 3.7519 3.00759 3.5602 3.02396 3.61186 3.33933 3.24485 2.87504 2.72652 2.70294 3.52483 3.39456 3.12008 2.9281 3.0992 2.87317
threshold=6.9049999713897714 0.45335680246353155 226.28994750976565 13.750000000000002 -0.9914070963859557 261.50000000000006 289.72631835937506 0 -0.67759183049201954 -0.17422568798065183 -0.90609577298164357 -0.95067632198333729 1.3149999976158144 326.56967163085943 1017.6499938964845 7.4149999618530282 -0.52354490756988514 6.5000000000000009 12.050000190734865 -0.88326573371887196 6.8500001430511483 -0.28400452435016627 9.2500000000000018 -0.79277262091636647 0.84908017516136181 0.96811076998710643 1.1549999713897707 -0.66259482502937306 0.32366800308227545 211.7172775268555
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 5 -3 -4 12 8 9 -8 11 -9 13 -1 23 17 21 -16 19 20 -19 -17 -14 24 26 27 -15 -26 -29 -25
right_child=-2 2 3 -5 -6 -7 7 10 -10 -11 -12 -13 22 14 15 16 -18 18 -20 -21 -22 -23 -24 29 25 -27 -28 28 -30 -31
leaf_value=3.2756175159484196e-05 1.4291226695746284e-05 -0.0044880158947796572 0.00098947110096984209 0.0039110576747996926 -0.0010968423469230454 -0.00057799621151050041 0.0052449928367367159 0.017476149400075278 0.0020492304091386951 0.025619141051643774 -0.0010414251017860398 0.0022461239139333704 0.0050658439780205591 0.022051960061830675 0.01962715915950208 0.0095398392905259432 -0.00050728168677199978 0.00458995784548196 -0.0048568582993441375 0.00079692827692876261 0.030919003494083882 0.033832113646324082 -0.0010014367543677309 -0.0047604976886746883 -0.0064561296077617616 -0.015337907260766738 0.0028276475289693245 0.013579107576936304 -0.00087741507745500821 0.0025361500722375393
leaf_weight=75302 1205896 588 2943 406 11346 16953 65 36 1454 38 1241 177 190 46 29 21 22 22 93 60 25 29 7277 284 54 27 39 83 67 257
leaf_count=75302 1205896 588 2943 406 11346 16953 65 36 1454 38 1241 177 190 46 29 21 22 22 93 60 25 29 7277 284 54 27 39 83 67 257
internal_value=-2.96516e-08 -0.00014494 -0.000632293 -0.000261002 -0.00126393 -0.000346138 3.57677e-05 0.00133787 0.00274029 0.0127617 -0.000181491 0.00482021 -1.09471e-05 7.07061e-05 0.0025385 0.00734079 0.0162543 0.0045383 0.00235041 0.00861467 0.0185948 0.0236294 -0.000847053 0.000851811 0.00452593 0.00132262 0.0132314 0.00352769 0.00712186 -0.00129425
internal_weight=1.32507e+06 119174 32236 20302 11934 19896 86938 3011 1557 103 1454 213 83927 76460 1158 301 72 229 200 107 47 50 7467 857 316 231 85 204 150 541
internal_count=1325070 119174 32236 20302 11934 19896 86938 3011 1557 103 1454 213 83927 76460 1158 301 72 229 200 107 47 50 7467 857 316 231 85 204 150 541
cat_boundaries=0 1
cat_threshold=2434
is_linear=0
shrinkage=0.05


Tree=329
num_leaves=31
num_cat=0
split_feature=75 14 63 58 74 55 58 83 35 123 30 20 31 92 39 78 82 3 107 5 8 64 75 19 87 72 91 24 7 29
split_gain=1.09307 2.67374 2.97286 2.86392 2.64234 2.33225 2.3962 2.32497 2.06601 2.2029 2.67133 2.00008 1.91042 1.8962 2.67863 3.20468 2.52055 2.42627 2.31321 2.28567 2.27492 2.10151 2.04863 1.87295 1.86832 2.06345 2.18241 1.86557 1.79622 1.87278
threshold=0.85163956880569469 1.7749999761581423 0.33500973880290991 149.83291625976565 0.62148317694664013 0.10500000044703485 339.67823791503912 266.48332214355474 10.34999990463257 0.14780378341674807 1015.7500000000001 7.3350000381469735 1016.4500122070314 -0.90125983953475941 13.449999809265138 24.054999351501468 324.43702697753912 324.50000000000006 -0.82840734720230091 4.8500001430511483 12.84999990463257 12.894999980926515 0.8871646821498872 18.219999313354496 0.86642673611640941 0.91487401723861705 0.37119913101196295 279.50000000000006 0.55000001192092907 1018.8500061035157
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 2 3 -2 -5 6 8 11 -3 10 -10 -4 -12 14 16 -16 20 21 27 -19 24 -18 -23 -13 25 26 28 -15 -7 -30
right_child=1 5 7 4 -6 13 -8 -9 9 -11 12 23 -14 18 15 -17 17 19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.5455466497376505e-05 -0.010208056389912963 -0.0032892505289924181 0.0013431248976000423 0.014945343974977732 -0.0025685389095852183 -0.0090132643253757402 0.015305249644695103 -0.00072232667933353075 0.0024763754804426152 -0.010729956175200643 0.021543204033690873 -0.00083373657472681428 0.0069162764168087991 -0.00049271595745718918 0.00017244053925000405 -0.0066829865711514613 0.0018903913248019917 0.014081307548460448 -0.00034430888787056346 -0.0035299376875627788 -0.0040037917420052719 0.027803612872958183 0.0082402408608923793 0.010992419752566254 0.0029481582032735015 0.010336985131923824 -0.015615130507427714 0.00025543671556869316 -0.00029818126049602298 0.0072475287247128709
leaf_weight=1187072 125 134 2887 22 1021 52 37 19606 358 25 33 2187 69 10109 2171 185 24 27 48705 58 173 32 23 34 1615 47 23 47413 710 93
leaf_count=1187072 125 134 2887 22 1021 52 37 19606 358 25 33 2187 69 10109 2171 185 24 27 48705 58 173 32 23 34 1615 47 23 47413 710 93
internal_value=-2.81692e-08 -0.00013322 -0.000591286 -0.00305624 -0.00219912 -2.74752e-05 0.00294509 -0.000474791 0.00220627 0.00372462 0.0045102 0.000475325 0.0116485 -4.49703e-05 0.0008842 -0.000365868 0.00190789 0.00792725 -9.07435e-05 0.00206422 0.00154402 0.0142356 0.0196226 -0.000652697 0.00192188 0.000130067 -0.000416317 0.000123955 -7.45996e-06 0.00057573
internal_weight=1.32507e+06 137998 25882 1168 1043 112116 656 24714 619 485 460 5108 102 111460 5233 2356 2877 164 106227 85 2713 79 55 2221 2540 925 878 57522 855 803
internal_count=1325070 137998 25882 1168 1043 112116 656 24714 619 485 460 5108 102 111460 5233 2356 2877 164 106227 85 2713 79 55 2221 2540 925 878 57522 855 803
is_linear=0
shrinkage=0.05


Tree=330
num_leaves=31
num_cat=0
split_feature=15 108 63 89 42 43 112 119 56 4 109 33 54 35 87 116 1 52 21 29 89 31 70 2 124 38 67 96 36 88
split_gain=1.11483 3.14997 3.03071 2.65487 2.36268 3.59388 2.69915 2.27944 2.61797 2.47214 2.42943 2.19841 2.90169 2.83297 2.98909 2.19383 2.84758 3.89833 2.24968 2.44226 3.12546 2.31971 2.4196 2.63569 2.19871 3.13222 2.19675 2.15946 2.09092 2.01677
threshold=0.63499999046325695 0.53396788239479076 0.73787933588027965 -0.64592245221137989 16.349999427795414 11.550000190734865 -0.36648726463317866 -0.71322327852249134 217.49432373046878 0.65000000596046459 0.13152020424604419 13.750000000000002 1.544999957084656 15.250000000000002 0.76390886306762706 0.18222858756780627 291.50000000000006 0.23499999940395358 4.5050001144409189 1013.2500000000001 -0.99945184588432301 1013.3500061035157 271.79298400878912 247.50000000000003 0.94828754663467418 15.449999809265138 0.39499999582767492 -0.93139895796775807 8.8499999046325701 -0.92399349808692921
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 28 15 5 6 -5 8 -7 -9 -10 -8 13 14 -13 16 18 29 -1 20 -20 -22 23 -23 -21 -26 -25 -17 -3 -18
right_child=-2 2 -4 4 -6 7 11 9 10 -11 -12 12 -14 -15 -16 27 17 -19 19 24 21 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.0028195127170166437 2.7966418520174838e-06 0.016211306614350204 0.015966641972772779 -0.002293803832118003 0.0062083425373133695 -0.006220562357197373 -0.0046591789576750338 0.0084756382009280578 -0.0009682181374338723 -0.0091769473880258089 0.014458061158657075 0.020536702540016077 -0.0028934312971962738 0.0028441013709626598 -0.00096152451905337239 -0.0010655570901382441 0.0061526729083009844 0.0020073898859991187 0.022536592677767791 -0.0008818034261494365 0.00037295223731661635 0.001557795923473614 -0.0024420102832040619 0.032011885742064226 0.00076514068336802589 0.024415190726341237 0.011487475896137767 -0.0063404593934881792 3.2346328837710756e-05 0.024643871405472362
leaf_weight=742 1305256 20 30 1737 79 267 87 21 171 357 30 61 94 121 22 732 29 531 21 1537 294 31 35 22 42 21 32 264 13297 30
leaf_count=742 1305256 20 30 1737 79 267 87 21 171 357 30 61 94 121 22 732 29 531 21 1537 294 31 35 22 42 21 32 264 13297 30
internal_value=-2.98479e-06 -0.000366537 9.24054e-05 -0.00119319 -0.00232569 -0.00255284 -0.00145426 -0.00530839 -0.00297588 -0.00819625 0.00133421 0.00233348 0.00437496 0.00772413 0.0148384 -0.000402282 0.000207517 0.00336215 -0.000462714 0.00039662 0.00371862 0.00276408 0.00862235 0.0131783 -0.000506548 0.00864849 0.0198493 -0.00246372 5.66445e-05 0.015555
internal_weight=1.32601e+06 20757 13347 7410 3047 2968 2122 846 468 378 201 385 298 204 83 4363 3367 590 2777 2035 435 414 120 85 1600 63 54 996 13317 59
internal_count=1326013 20757 13347 7410 3047 2968 2122 846 468 378 201 385 298 204 83 4363 3367 590 2777 2035 435 414 120 85 1600 63 54 996 13317 59
is_linear=0
shrinkage=0.05


Tree=331
num_leaves=31
num_cat=0
split_feature=104 67 79 107 54 30 58 82 123 52 123 58 4 53 26 62 126 90 36 30 56 2 0 73 60 6 27 71 114 118
split_gain=1.41197 2.84788 3.19873 5.1968 2.99903 3.50686 2.08257 1.85181 2.40538 2.86845 2.82332 2.11458 2.17848 1.71668 2.00959 1.55508 1.47291 2.43779 1.62936 3.16522 2.37331 2.02016 2.29619 4.45198 2.25406 2.0833 2.0721 1.83558 2.18056 2.36031
threshold=-0.99989390373229969 0.45499999821186071 3.5749999284744267 -0.95292431116104115 0.74500000476837169 1012.7500000000001 268.44287109375006 273.08326721191412 -0.90255093574523915 0.74500000476837169 0.30069434642791754 253.10484313964847 3.8500000238418584 0.22500000149011615 263.50000000000006 0.52983626723289501 0.86159634590148937 -0.45315317809581751 17.750000000000004 1007.6499938964845 136.6750183105469 275.50000000000006 250.50000000000003 0.46317614614963537 0.31293016672134405 4.1499998569488534 191.50000000000003 254.42319488525393 -0.97625884413719166 -0.8703225553035735
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 2 7 4 6 -6 13 8 9 11 -10 12 -1 14 -4 -9 18 -18 -3 -20 -21 22 23 24 -22 26 -23 28 -27 -30
right_child=-2 16 3 -5 5 -7 -8 15 10 -11 -12 -13 -14 -15 -16 -17 17 -19 19 20 21 25 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.032465983232991262 -6.8827219776390666e-06 0.00027757700295778478 0.015344928145408632 0.027662286929165326 0.031974925954515739 0.0053343078012888633 0.013043503497580164 -0.0094168533285317775 -0.0057876680201540392 -0.0037563868182440919 0.0098151990257930467 0.003869679756462574 0.0096654590405523787 -0.010130456671344512 -0.00069903493806552355 0.0048272062006785924 -0.00025686686495064189 -0.0070778990030128724 0.01925442316784972 0.014389492989190528 0.024386596441268921 -0.0073255085018040112 -0.0031334503138138615 -0.0010163914095667169 0.0071864334621932358 0.022798794085710228 0.0037352256451571443 0.0010813154438036984 0.016104501580581243 -0.00027705157796541847
leaf_weight=22 1317904 5512 25 30 21 30 38 66 99 31 41 28 20 33 89 27 667 163 27 37 25 55 333 246 80 33 184 59 43 45
leaf_count=22 1317904 5512 25 30 21 30 38 66 99 31 41 28 20 33 89 27 667 163 27 37 25 55 333 246 80 33 184 59 43 45
internal_value=-2.83555e-06 0.000654925 0.00396976 0.00806063 0.0055689 0.016304 0.0026095 0.000711767 0.00302451 0.00890558 -0.00121826 0.014513 0.0216086 -8.77277e-05 0.00281938 -0.00528148 0.000390056 -0.00159642 0.000636915 0.00233415 0.00193341 0.00151557 -0.000159198 0.00266253 0.0112817 0.00424955 0.00118987 0.00831213 0.0118379 0.00772757
internal_weight=1.32601e+06 8109 600 266 236 51 185 334 241 101 140 70 42 147 114 93 7509 830 6679 1167 1140 1103 684 351 105 419 239 180 121 88
internal_count=1326013 8109 600 266 236 51 185 334 241 101 140 70 42 147 114 93 7509 830 6679 1167 1140 1103 684 351 105 419 239 180 121 88
is_linear=0
shrinkage=0.05


Tree=332
num_leaves=31
num_cat=0
split_feature=90 83 68 27 0 24 17 92 60 60 30 99 96 123 22 125 5 63 107 74 77 83 101 124 33 98 69 13 96 64
split_gain=1.10333 2.73609 2.32261 2.97991 3.17265 2.2351 3.48929 2.88293 2.73617 2.69341 2.90917 2.85601 2.9268 2.40963 2.93159 2.39624 2.96372 2.31388 3.38334 3.08702 3.43551 3.53061 2.19048 2.10526 3.92123 2.07799 2.18501 2.23411 2.06268 2.09058
threshold=0.41219356656074529 156.67055511474612 232.82884216308597 128.50000000000003 96.500000000000014 350.50000000000006 8.7100000381469744 -0.35758313536643976 0.23264050483703616 0.22708204388618472 1024.4500122070315 -0.92698165774345387 -0.66996410489082325 -0.9914070963859557 4.4149999618530282 0.96359375119209301 8.1500000953674334 0.21086372435092929 -0.82840734720230091 0.5293048918247224 8.1949996948242205 265.95388793945318 -0.031857894733548157 0.9996192753314973 13.650000095367433 -0.99928271770477284 268.17991638183599 1.2549999952316286 -0.99972262978553761 1.7749999761581423
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 2 3 4 -2 7 15 17 9 10 13 -11 -13 -9 -15 -7 -17 18 19 20 21 -3 -23 28 -25 26 27 -10 29 -19
right_child=1 5 -4 -5 -6 6 -8 8 25 11 -12 12 -14 14 -16 16 -18 23 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.934891793070228e-06 -0.0020773132592439652 0.014092335021613459 -0.0063800380854045326 -0.0043716925142825332 0.022641694224956963 0.0017143066162648409 -0.0056874035139723375 0.0134740756524186 0.023703431881343329 -0.0047042673734652533 0.01814214321361347 0.023446319108225932 0.0012541819053391615 -0.014115546471797503 -0.00011575934229062723 0.029703255509957671 0.007909790564997075 0.013468010066232335 -0.0067442494605933507 -0.0060764837532471389 0.022026210038789684 -0.01318593089365297 0.0063151450847120337 -0.0032866188817107208 0.026919479561703548 -0.0021203212076829868 -0.0010421146476415524 0.0016445328216915104 0.00025858705344731901 0.00047684330238553232
leaf_weight=1312495 25 38 341 87 27 46 48 31 24 26 22 39 24 39 908 26 39 60 277 78 28 36 24 22 21 3864 66 22 7166 64
leaf_count=1312495 25 38 341 87 27 46 48 31 24 26 22 39 24 39 908 26 39 60 277 78 28 36 24 22 21 3864 66 22 7166 64
internal_value=-2.69378e-06 -0.000452102 -0.00415945 0.00128817 0.0107576 -0.000315614 0.00557628 -0.000388354 -0.00131752 0.000903034 0.000161208 0.00923816 0.0149922 -0.000243271 -0.000692308 0.0104471 0.0166272 0.000213927 -0.00314555 0.00174092 0.00658026 0.00216713 -0.0053855 0.000434288 0.0114652 -0.00192571 0.00478824 0.0131535 0.000369223 0.00676289
internal_weight=1.32601e+06 13518 480 139 52 13038 159 12879 5065 1089 1000 89 63 978 947 111 65 7814 481 204 126 98 60 7333 43 3976 112 46 7290 124
internal_count=1326013 13518 480 139 52 13038 159 12879 5065 1089 1000 89 63 978 947 111 65 7814 481 204 126 98 60 7333 43 3976 112 46 7290 124
is_linear=0
shrinkage=0.05


Tree=333
num_leaves=31
num_cat=0
split_feature=90 119 65 65 83 24 17 125 5 67 52 22 115 60 98 17 94 12 84 54 79 85 102 71 102 56 79 33 61 31
split_gain=0.995754 2.5924 2.53693 2.76599 2.3155 2.2146 3.01396 2.16261 2.67476 2.01656 3.87499 3.74442 2.74247 3.06595 2.55817 1.94855 2.38151 1.93213 1.85729 2.03954 2.05936 1.8682 3.07502 3.64055 2.11914 1.86464 2.83424 2.63497 3.23301 2.55593
threshold=0.41219356656074529 -0.96811076998710621 0.56499999761581432 1.0149999856948855 184.55179595947268 350.50000000000006 8.7100000381469744 0.96359375119209301 8.1500000953674334 0.25499999523162847 0.31499999761581426 5.4249999523162851 -0.98624804615974415 0.31509949266910559 -0.74025651812553395 4.8800001144409189 -0.12782872468233106 0.56499999761581432 0.90654012560844432 4.8750000000000009 32.585000991821296 0.90457957983016979 -0.34983684122562403 311.74577331542974 0.69832736253738414 253.9344177246094 9.3550000190734881 16.849999427795414 0.26165467500686651 1019.3500061035157
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 2 -2 -4 15 9 7 -7 -9 10 11 12 -6 14 -14 16 -3 -17 21 20 -20 25 -23 -24 -25 -11 27 -27 -29 -28
right_child=1 4 3 -5 5 6 -8 8 -10 18 -12 -13 13 -15 -16 17 -18 -19 19 -21 -22 22 23 24 -26 26 29 28 -30 -31
leaf_value=1.8381466860154031e-06 0.01321898282268176 -0.0036487366189248862 -0.0043905514397822023 0.0033342249000297636 -0.0049891776891632213 0.0016285913449752588 -0.0051815472216285921 0.028218093020125082 0.0075143008612287357 -0.00017548213137110705 -0.0045684921402087556 0.024854978882097478 0.011822957783523533 0.024186562815750087 -0.0101359549200251 0.010266996432273162 0.019115224387496712 -0.005213876681021478 -0.0029376308222864894 0.0076639040764301825 -0.011864744787414869 0.018031122760787124 -0.001905485683969025 0.01834997018942466 0.0041055316865868585 -0.0042852415346404773 -0.0010764581061171764 0.012871087408469371 -0.0019515980811168751 0.0044184703740852774
leaf_weight=1312495 51 27 148 534 45 46 47 26 39 7642 86 29 36 27 21 21 20 501 466 39 75 31 241 39 79 1137 1639 51 132 243
leaf_count=1312495 51 27 148 534 45 46 47 26 39 7642 86 29 36 27 21 21 20 501 466 39 75 31 241 39 79 1137 1639 51 132 243
internal_value=-2.55909e-06 -0.000429497 0.00246227 0.00165788 -0.00059529 -0.000450068 0.00543108 0.00992471 0.0157958 -0.00052713 0.00397213 0.00862082 0.00497128 0.0103072 0.00373283 -0.0037131 0.00603806 -0.00459108 -0.000620056 -0.00337914 -0.00417522 -0.000477607 0.00292238 0.00161773 0.00881344 -0.000599886 -0.00161278 -0.00338902 0.00217931 -0.000366964
internal_weight=1.32601e+06 13518 733 682 12785 12216 158 111 65 12058 244 158 129 84 57 569 47 522 11814 580 541 11234 390 359 118 10844 3202 1320 183 1882
internal_count=1326013 13518 733 682 12785 12216 158 111 65 12058 244 158 129 84 57 569 47 522 11814 580 541 11234 390 359 118 10844 3202 1320 183 1882
is_linear=0
shrinkage=0.05


Tree=334
num_leaves=31
num_cat=0
split_feature=15 100 41 71 13 43 27 95 76 13 106 52 16 35 72 95 101 65 22 12 30 89 82 29 78 24 69 14 20 77
split_gain=1.01172 2.80878 2.94164 3.28406 3.27906 2.59463 2.51203 3.93456 2.09228 3.69909 3.42833 4.58381 4.84503 3.36404 3.24329 2.88436 2.67008 2.66502 2.36352 3.00374 2.36322 3.17461 3.16823 2.02733 1.90899 2.32682 2.68086 1.94983 1.87183 1.86795
threshold=0.63499999046325695 -0.80070617794990528 15.150000095367433 162.63539123535159 0.66500002145767223 15.250000000000002 345.50000000000006 -0.20946088433265683 1.3450000286102297 1.0649999976158144 -0.99961963295936573 0.43500000238418585 11.120000362396242 14.449999809265138 0.45335680246353155 -0.96861711144447316 -0.80260795354843129 0.15500000119209292 4.2049999237060556 1.0349999666213991 1013.0499877929689 -0.50245457887649525 272.52574157714849 1016.7500000000001 1.4049999713897707 185.50000000000003 195.78515625000003 0.76499998569488536 4.9549999237060556 2.2649999856948857
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 2 3 -1 -4 -6 8 -8 10 16 11 12 13 -3 -11 -12 20 -18 -16 -20 -10 22 -22 -5 25 26 -25 -26 -21 -17
right_child=-2 6 4 23 5 -7 7 -9 9 14 15 -13 -14 -15 18 29 17 -19 19 28 21 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.0090150405405735497 3.0764407922493831e-06 0.016813961512003189 -0.0024293802088747422 -0.0060860759980468941 0.026154895965009931 0.0055606691009150106 0.027410147773722811 0.0011997062207794646 0.011491617557430079 0.0095179315231095143 -0.0055679435320829945 0.0007716403173981235 0.033592873701825739 -0.0066817228533327588 -0.0054806621363271066 -2.0829286204485279e-05 -0.0064969886849341177 -0.0018427689071276098 0.017860560575500131 0.011169546718998677 1.9704408425075768e-06 -0.0065988946397485858 0.022585972817614677 0.02017723871394992 -0.012246638869839734 -0.0020529233571847504 0.00055425572057214126 0.0040514973700046539 -0.0009814540916841712 0.013392339646816255
leaf_weight=49 1305256 39 120 610 20 65 21 45 63 127 236 160 25 25 121 15420 353 2390 30 38 44 83 24 28 69 264 46 25 191 26
leaf_count=49 1305256 39 120 610 20 65 21 45 63 127 236 160 25 25 121 15420 353 2390 30 38 44 83 24 28 69 264 46 25 191 26
internal_value=-2.43113e-06 -0.000348762 -0.00260262 -0.00363521 0.00289276 0.0104064 -0.000198667 0.00953939 -0.000231805 -0.0013455 1.03549e-05 0.00583127 0.0149272 0.00763596 0.00260043 -8.207e-05 -0.00202206 -0.00244173 0.000288531 0.00298379 0.00335707 -3.68093e-05 0.00797279 -0.00423009 -0.00160936 0.000143452 0.00797917 -0.00791203 0.00103487 1.74888e-06
internal_weight=1.32601e+06 20757 1296 1091 205 85 19461 66 19395 3464 15931 249 89 64 507 15682 2957 2743 380 259 214 151 68 1042 432 338 74 94 229 15446
internal_count=1326013 20757 1296 1091 205 85 19461 66 19395 3464 15931 249 89 64 507 15682 2957 2743 380 259 214 151 68 1042 432 338 74 94 229 15446
is_linear=0
shrinkage=0.05


Tree=335
num_leaves=31
num_cat=2
split_feature=93 61 79 136 103 106 120 83 108 123 105 53 67 67 70 71 3 58 23 136 89 0 28 88 111 27 60 3 71 15
split_gain=1.32832 5.16923 3.49055 3.14653 2.73055 2.96165 2.65544 2.64056 2.99446 3.11091 2.96773 2.60948 2.55434 2.5336 2.69298 4.44883 3.51972 4.04387 2.53368 2.53216 2.38206 2.36763 2.37629 2.31723 2.2203 3.38257 2.6311 2.2112 2.19675 2.97619
threshold=-0.95128270983695973 0.35006095468997961 8.1250000000000018 0 0.73578074574470531 -0.56358599662780751 0.26722820103168493 303.07426452636724 0.14882924407720569 -0.36648726463317866 -0.69478622078895558 6.8450000286102304 12.194999694824221 0.15500000119209292 330.36408996582037 313.54840087890631 338.50000000000006 286.65344238281256 5.9449999332427987 1 0.088962763547897353 321.50000000000006 1012.3500061035157 -0.44385047256946558 0.80098193883895885 330.50000000000006 0.41063784062862402 327.50000000000006 182.52442932128909 1.3149999976158144
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 13 19 7 8 9 10 28 -3 -8 -1 -15 16 17 18 23 -6 21 22 -4 -16 -22 27 -27 -26 29 -5
right_child=-2 2 20 6 5 -7 12 -9 -10 -11 -12 -13 -14 14 15 -17 -18 -19 -20 -21 24 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.009236357813915675 4.6723238861312678e-06 -0.0018408221479535528 -0.00024969601376274218 0.0035415329851309291 -0.0045372434695187943 -0.0050657626858061607 -0.00094635509283711231 -0.00075146626518518859 0.0010177103676069893 0.000843745553612596 0.0074125978945484092 0.0001341765556739457 -0.0069272097202941795 -0.00079700373896680714 -0.0021606545112023783 0.020430239792882565 -0.015433327654878107 0.023272967773179214 -0.009247347964655336 4.6562752382331261e-05 0.0013959114740524274 -0.0006963636196920638 0.0011813986393008804 0.015806913066669093 0.0067889139907947541 -0.0070022380663872221 0.011066567363089017 0.019372800464043397 -0.0020999101608468055 -0.011806099342980556
leaf_weight=64 1251505 4969 4543 324 409 767 3541 5560 10583 2879 93 2521 188 17295 38 38 26 24 41 1081 3076 4290 8024 34 128 66 29 48 2914 35
leaf_count=64 1251505 4969 4543 324 409 767 3541 5560 10583 2879 93 2521 188 17295 38 38 26 24 41 1081 3076 4290 8024 34 128 66 29 48 2914 35
internal_value=-7.46984e-06 -0.000213858 4.03822e-05 -0.000271856 -0.000904222 -0.00254131 -1.25335e-05 0.000193224 0.000505351 -0.000362911 -0.00139499 -0.0011745 -0.00124788 -0.000693806 -0.00073013 0.00502399 0.00143235 0.00463314 0.000674238 -0.00124182 0.000559753 0.000317837 0.000664055 0.00632403 0.00177815 0.00611682 -0.0014865 0.0102209 -0.00164525 0.00204525
internal_weight=1.32513e+06 73628 53811 33607 19817 2257 26117 22388 16828 6245 3366 7490 3729 17560 17496 201 163 137 113 1490 20204 16857 12567 72 3347 271 95 176 3273 359
internal_count=1325133 73628 53811 33607 19817 2257 26117 22388 16828 6245 3366 7490 3729 17560 17496 201 163 137 113 1490 20204 16857 12567 72 3347 271 95 176 3273 359
cat_boundaries=0 1 2
cat_threshold=3472 5158
is_linear=0
shrinkage=0.05


Tree=336
num_leaves=31
num_cat=4
split_feature=93 61 79 136 103 106 120 124 92 12 108 136 94 56 61 136 70 71 125 94 3 89 26 79 116 103 89 136 28 79
split_gain=1.19916 4.66641 3.15022 2.83974 2.46712 2.67067 2.39654 2.4991 2.80878 2.39197 2.38822 2.32354 2.32164 2.55471 2.45308 2.28904 2.27415 4.0971 3.14433 2.7549 2.33248 2.25198 2.26159 2.24556 2.88373 2.21018 2.40571 2.34576 2.18339 3.40016
threshold=-0.95128270983695973 0.35006095468997961 8.1250000000000018 0 0.73578074574470531 -0.56358599662780751 0.26722820103168493 0.74892720580101024 -0.38306720554828638 1.1449999809265139 0.024754723533988002 1 -0.61142286658287037 232.93756866455081 0.20342599600553515 2 330.36408996582037 313.54840087890631 0.96811076998710643 -0.14926128089427945 319.50000000000006 0.25712992250919348 269.50000000000006 2.054999947547913 -0.07845610752701758 0.78243207931518566 0.21721429377794269 3 1009.8500061035157 42.045000076293952
decision_type=2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=1 4 3 9 16 11 7 8 -5 21 -9 12 14 -14 -6 23 28 18 19 -18 -21 -3 -23 24 -10 -4 27 -27 -1 -30
right_child=-2 2 25 6 5 -7 -8 10 15 -11 -12 -13 13 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0028237778356904014 4.4387081507582559e-06 -0.0028830792720631994 0.00040555624780053661 0.00035928642968373749 -0.014393982096087367 -0.0048124745507262638 -0.0011854896605647525 -0.0035422731773625815 -0.004116077431999556 -0.00057814631696848735 -0.00034585429889229225 -0.0038663787998340984 -0.0061367207921688583 0.0017214037310086976 0.0030247189087386321 -1.2897870169269968e-05 -0.0015889736327032247 0.019408727674377398 -0.017389304731041194 0.021990733745818336 0.0010780443359787266 -0.0039019649513065816 0.016310540012144034 0.0082203230094043261 0.014765278701312268 -0.0025035243539735801 0.012269241182554153 0.0033040211482936741 -0.00063274703213905305 0.007921856947434254
leaf_weight=1152 1251505 1943 19092 15863 21 767 3729 659 91 5491 5160 513 227 190 539 282 90 38 20 30 24 25 31 307 26 213 62 837 16089 117
leaf_count=1152 1251505 1943 19092 15863 21 767 3729 659 91 5491 5160 513 227 190 539 282 90 38 20 30 24 25 31 307 26 213 62 837 16089 117
internal_value=-7.09804e-06 -0.000203196 3.83631e-05 -0.000258263 -0.000859125 -0.00241524 -1.19068e-05 0.000183563 0.000496624 -0.00111578 -0.000707848 -0.00118123 0.000265533 -0.00255628 0.00237152 0.00358245 -0.000659116 0.00461551 0.00118781 0.00376797 0.0126962 -0.00259817 0.0072871 0.00583634 7.97795e-05 0.000531766 0.00269866 0.00213354 -0.000720498 -0.000570987
internal_weight=1.32513e+06 73628 53811 33607 19817 2257 26117 22388 16569 7490 5819 1490 977 417 560 706 17560 202 164 144 54 1999 56 424 117 20204 1112 1050 17358 16206
internal_count=1325133 73628 53811 33607 19817 2257 26117 22388 16569 7490 5819 1490 977 417 560 706 17560 202 164 144 54 1999 56 424 117 20204 1112 1050 17358 16206
cat_boundaries=0 1 2 3 4
cat_threshold=3472 961 98 149
is_linear=0
shrinkage=0.05


Tree=337
num_leaves=31
num_cat=2
split_feature=93 61 56 16 53 99 75 59 136 43 125 28 0 12 19 136 73 5 16 4 69 31 96 124 62 20 112 88 59 29
split_gain=1.08247 4.38073 3.65869 3.32137 2.79498 2.93181 3.15448 2.88448 2.78371 4.71307 3.745 3.56866 3.28524 3.41838 3.16647 3.12857 3.82535 3.12209 3.04574 3.10536 2.98051 4.47775 2.9378 2.91166 2.78334 2.65997 2.64772 2.61438 2.7981 2.9756
threshold=-0.95128270983695973 0.49061371386051184 280.38133239746099 9.5450000762939471 2.8349999189376835 -0.9996507167816161 0.59866344928741466 163.75604248046878 0 9.1500000953674334 -0.82409480214118946 1013.1499938964845 55.500000000000007 0.89499998092651378 11.120000362396242 1 0.3526220321655274 1.0500000119209292 15.405000209808351 4.8500001430511483 277.18864440917974 1016.7500000000001 -0.83880856633186329 -0.93038213253021229 0.34506854414939886 7.1749999523162851 0.77159520983695995 0.16051007807254794 262.17723083496099 1011.6499938964845
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 -6 9 12 23 -12 15 17 26 -7 20 -14 19 -13 21 -17 -21 -11 25 -25 -10 -9 -29 -30
right_child=-2 2 3 -5 7 8 -8 27 14 10 11 18 13 -15 -16 16 -18 -19 -20 22 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0051496032654540615 4.2167723648826263e-06 0.00028307045270385705 0.018213868662887427 -0.0015600593388080597 0.0018754532801587365 0.0043207357040427521 -0.0026623481106454214 -0.00044108204979644402 -0.0012048794826463104 0.0078050209201403521 -0.0009520365427119707 -0.0060078524647833318 -0.0044841525117036603 -0.00079379958844484611 -0.0035838533393454577 0.018226275638512347 -0.00075784129801896929 0.0024070071413422869 0.0014726060251085997 0.00842572221728532 -0.0063528824321649694 -0.0065085979217352971 -0.0039315868567191921 0.0065404068982154355 -0.0038479357400828286 -0.011288703070022166 0.015424094947229607 0.00088046264825197189 0.021527261521306733 0.0044605842955282018
leaf_weight=404 1251505 26708 54 35 1787 789 190 16391 9217 147 1598 1246 184 7625 1580 77 1037 1540 203 76 27 24 131 163 245 24 24 1926 31 145
leaf_count=404 1251505 26708 54 35 1787 789 190 16391 9217 147 1598 1246 184 7625 1580 77 1037 1540 203 76 27 24 131 163 245 24 24 1926 31 145
internal_value=-6.7443e-06 -0.000193057 0.000316796 0.0104376 -0.000484799 -0.000822386 0.00265083 -4.28225e-05 -0.000901867 -0.000462965 -0.00197838 -0.00263764 5.05229e-05 -0.000339182 -0.00151396 0.00191508 0.000246645 0.00167152 -0.00426421 -0.0050657 0.00840382 0.0123487 0.000605396 0.00172669 -0.000341636 0.00425218 -0.00116169 -0.000228188 0.00143192 0.00746665
internal_weight=1.32513e+06 73628 26797 89 46831 26551 594 20280 25957 15136 3833 3254 11303 9349 10821 1954 1165 1724 1656 1453 128 101 207 579 432 187 9241 18493 2102 176
internal_count=1325133 73628 26797 89 46831 26551 594 20280 25957 15136 3833 3254 11303 9349 10821 1954 1165 1724 1656 1453 128 101 207 579 432 187 9241 18493 2102 176
cat_boundaries=0 1 2
cat_threshold=229 96
is_linear=0
shrinkage=0.05


Tree=338
num_leaves=31
num_cat=0
split_feature=115 81 19 35 123 30 92 77 98 33 16 77 98 1 118 72 64 22 20 0 113 52 101 53 10 84 96 69 79 23
split_gain=1.01823 3.54153 2.43541 2.51226 2.283 2.69419 3.24146 2.9103 2.28566 2.22133 2.1385 2.50893 1.85141 1.82916 2.87549 2.29723 2.03639 2.16827 1.95817 2.15865 1.84711 1.81362 1.81327 2.63044 2.78115 2.71073 2.2119 2.16136 2.15165 2.00838
threshold=0.095842104405164733 268.15916442871099 13.344999790191652 14.250000000000002 -0.53727915883064259 1019.0499877929689 -0.14608868211507794 2.5749999284744267 -0.85163074731826771 19.750000000000004 11.775000095367433 25.535000801086429 -0.93180033564567555 325.50000000000006 0.87032255530357372 0.43453939259052282 0.7150000035762788 4.7349998950958261 6.6150000095367441 326.50000000000006 -0.89490029215812672 2.8349999189376835 0.42767989635467535 2.7150000333786015 3.2500000000000004 0.73310852050781261 -0.98955610394477833 277.83752441406256 5.1749999523162851 5.3250000476837167
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 -2 3 22 9 6 7 -6 -8 -5 11 13 21 14 15 16 -4 -18 19 -15 -21 -12 23 24 28 -26 -27 29 -3 -28
right_child=1 2 10 4 5 -7 8 -9 -10 -11 12 -13 -14 18 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-1.3508323053851255e-05 -3.2960411481029672e-05 0.0092864031997782273 0.0019167677673067375 -0.0044032852674385781 0.0069241802377852605 -0.011061765375779943 0.023568597221747041 -0.002824928595082485 0.0053351322809149599 0.0070797408858521123 0.0036622052498084183 -0.0048912548619371504 0.0017518614970468604 -0.0073173402116582216 0.018411744654045572 0.0026158953421498454 0.021184044457040727 0.0078445147600189353 0.0066207984383926614 -0.012127976181606452 0.003724690055053723 -0.0010522187043558433 -0.0019593966088774228 -0.00065902093419329809 -0.0090719875362184326 -0.006552947948746864 -0.0018567821556894947 0.019918130272849194 0.027650765211067421 0.010074547283196202
leaf_weight=1291222 25347 58 128 657 107 44 25 269 55 45 240 95 3077 108 35 994 35 235 92 21 147 1360 229 240 36 31 58 31 22 90
leaf_count=1291222 25347 58 128 657 107 44 25 269 55 45 240 95 3077 108 35 994 35 235 92 21 147 1360 229 240 36 31 58 31 22 90
internal_value=-6.40546e-06 0.000264049 0.00114311 -0.000385905 -0.00182817 0.000753822 0.00189392 -5.05811e-05 0.0110331 -0.00366719 0.00160808 0.00302745 0.00103451 0.00344654 0.00425708 0.00390118 0.00711118 0.00957371 0.000303485 -0.00180229 0.00174311 -0.000345055 0.00179472 0.00331362 0.00623826 0.00360465 0.00577779 0.00791328 0.0143366 0.00539876
internal_weight=1.32513e+06 33911 8564 1997 1202 500 456 376 80 702 6567 1890 4677 1795 1427 1392 398 270 368 276 168 1600 795 566 326 246 210 179 80 148
internal_count=1325133 33911 8564 1997 1202 500 456 376 80 702 6567 1890 4677 1795 1427 1392 398 270 368 276 168 1600 795 566 326 246 210 179 80 148
is_linear=0
shrinkage=0.05


Tree=339
num_leaves=31
num_cat=2
split_feature=93 61 34 98 88 66 4 4 19 68 31 57 29 114 120 95 18 106 56 35 33 72 136 121 4 53 95 67 136 8
split_gain=1.00319 3.9983 3.20057 2.87093 3.77943 3.16662 2.98234 2.64708 2.58531 2.50873 2.46372 2.42817 2.41351 2.33222 2.90156 3.50119 3.08348 2.31057 2.27437 2.50475 2.92821 3.04468 2.9958 5.8161 2.83167 2.37362 2.85426 2.76512 2.73257 2.61927
threshold=-0.95128270983695973 0.40489578247070318 9.6500000953674334 -0.14953255653381345 0.12611643224954608 3.554999947547913 12.750000000000002 7.7500000000000009 5.4100000858306894 325.70889282226568 1023.7500000000001 182.10820007324222 1009.0499877929689 0.26722820103168493 -0.5663846731185912 0.2776274979114533 18.219999313354496 0.18255661427974704 220.7527770996094 15.650000095367433 14.449999809265138 0.42951951920986181 0 0.33379416167736059 2.4500000476837163 1.5349999666213991 -0.93678680062293995 15.265000343322756 1 11.250000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2
left_child=1 2 -1 4 6 -5 10 12 -6 -10 11 17 -7 18 15 -15 -16 -3 19 20 21 22 -4 -24 -25 28 29 -28 -21 -27
right_child=-2 3 13 5 8 7 -8 -9 9 -11 -12 -13 -14 14 16 -17 -18 -19 -20 25 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0023110148204861839 4.4668946771178634e-06 0.0007656362802661512 -0.003726789208587922 -0.00036163108173920032 0.012731266677827697 -0.01489345976151526 -0.0069441144483862452 -0.013357538774417824 0.0014471296423516872 0.012206818288700148 -0.0064284591103571809 -0.00011355799292333526 -0.0024368323592067046 0.0031813501398554617 -0.00022558710285359648 0.023081133044932201 -0.017836832856902709 0.013822422927135931 -0.00020385826819009978 0.0031418596387707762 0.00055976407268944228 -0.0016106670040573808 0.0006867675929094581 0.02637336405700651 0.0077128516824279143 -0.0025882800402893349 0.00021756255399965803 -0.0091479408074874521 -0.0043246290210759283 -0.014818766001198028
leaf_weight=908 1251505 9882 333 2421 53 41 150 68 3609 55 143 25134 754 567 564 23 26 34 10571 130 3208 8072 1618 29 68 1609 2027 82 1404 45
leaf_count=908 1251505 9882 333 2421 53 41 150 68 3609 55 143 25134 754 567 564 23 26 34 10571 130 3208 8072 1618 29 68 1609 2027 82 1404 45
internal_value=-6.08518e-06 -0.000185446 -0.000614114 0.000131256 0.000250634 -0.00128862 9.11334e-05 -0.00388913 0.00176724 0.00160864 0.000121119 0.000147841 -0.00307925 -0.000701552 0.00147771 0.0039571 -0.00100168 0.000810405 -0.00078963 -0.0011221 -0.000756556 -0.00117382 0.000547951 0.00139159 0.0132918 -0.00204185 -0.00136607 -0.000146577 -0.00369959 -0.00292103
internal_weight=1.32513e+06 73628 31284 42344 39060 3284 35343 863 3717 3664 35193 35050 795 30376 1180 590 590 9916 29196 18625 13328 10120 2048 1715 97 5297 3763 2109 1534 1654
internal_count=1325133 73628 31284 42344 39060 3284 35343 863 3717 3664 35193 35050 795 30376 1180 590 590 9916 29196 18625 13328 10120 2048 1715 97 5297 3763 2109 1534 1654
cat_boundaries=0 1 2
cat_threshold=160 65
is_linear=0
shrinkage=0.05


Tree=340
num_leaves=31
num_cat=0
split_feature=59 8 109 12 87 121 23 63 27 77 41 93 114 33 25 31 61 61 60 99 68 58 63 62 56 35 57 43 61 64
split_gain=1.12161 2.67353 2.81607 2.80401 3.66892 3.63256 2.54886 2.59333 2.51772 2.46311 2.45416 2.38475 2.80141 3.00236 2.67432 2.84206 2.33473 2.32644 2.59183 3.0944 3.37874 2.96553 2.29582 2.91012 2.27208 2.43928 2.78057 2.91956 2.57296 3.03967
threshold=297.17761230468756 12.550000190734865 0.44991156458854681 0.63499999046325695 0.72883304953575145 -0.95368063449859608 5.4249999523162851 0.3077812939882279 21.000000000000004 1.4049999713897707 9.2500000000000018 -0.45954234898090357 -0.95368063449859608 11.550000190734865 333.50000000000006 1020.3500061035157 0.22589199244976046 0.28919710218906408 0.31509949266910559 -0.67960742115974415 302.16357421875006 239.12293243408206 0.3053871095180512 0.32141850888729101 274.88223266601568 12.750000000000002 166.71787261962893 12.150000095367433 0.27773889899253851 4.805000066757203
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 2 3 4 -2 9 -7 -8 -3 -6 -4 12 -10 -14 15 16 -15 18 21 20 -20 -18 -16 -24 25 28 -27 -28 -12 -30
right_child=1 8 10 -5 5 6 7 -9 11 -11 24 -13 13 14 22 -17 17 -19 19 -21 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-6.5980507895179747e-06 -0.0012024069113697178 0.0088349303622306512 -0.00014825036957269206 0.00041553970300460498 0.0096359314241757001 0.00019361294640628536 0.023349059441437323 0.0015443965410813689 0.017040036131134806 0.028863172659710529 0.0009933951978571714 0.00050580563447292538 -0.0017805860059239076 -0.0062099413804909478 0.0045205982476472853 0.021099214729024207 0.013822047603166394 0.0015767332162821405 0.006642198048066348 0.00071938244121459629 0.033173395879566671 -0.0066713932538177909 0.031028415871640815 0.0056594722857698804 0.00030036932632067457 -0.0077168177360388114 -0.0017242450432985756 0.0074796182340209827 0.0014454993744674202 0.013769938975994317
leaf_weight=1196829 156 94 77859 28466 36 107 30 25 34 31 125 19421 299 70 50 21 31 419 20 24 30 41 26 20 1260 73 167 178 73 159
leaf_count=1196829 156 94 77859 28466 36 107 30 25 34 31 125 19421 299 70 50 21 31 419 20 24 30 41 26 20 1260 73 167 178 73 159
internal_value=8.51842e-06 0.000148391 4.94522e-05 0.000472865 0.00471136 0.00873996 0.00469011 0.0134378 0.000670678 0.0185321 -0.000103449 0.000633253 0.0029145 0.00245753 0.00414264 0.00300199 0.0024035 0.00347065 0.00890594 0.0154772 0.0225609 0.00215217 0.0119371 0.0199984 0.00161065 0.00374092 0.00114855 0.00302441 0.00677624 0.00989199
internal_weight=1.32617e+06 129345 108745 28851 385 229 162 55 20600 67 79894 20506 1085 1051 752 656 635 565 146 74 50 72 96 46 2035 775 418 345 357 232
internal_count=1326174 129345 108745 28851 385 229 162 55 20600 67 79894 20506 1085 1051 752 656 635 565 146 74 50 72 96 46 2035 775 418 345 357 232
is_linear=0
shrinkage=0.05


Tree=341
num_leaves=31
num_cat=1
split_feature=114 71 95 136 73 88 107 18 52 33 115 30 59 69 113 101 73 7 113 96 19 102 120 79 116 29 8 69 72 85
split_gain=1.09236 3.25008 2.5779 2.75655 2.63551 2.25646 8.10842 2.20288 2.65826 2.16368 2.09629 3.6396 3.66082 2.84199 1.98733 3.91531 1.95536 1.89524 1.9719 2.27275 2.01595 1.90166 1.96303 2.26599 2.62692 2.3891 1.91102 1.87905 2.02127 3.07222
threshold=0.1650413200259209 324.62446594238287 -0.58329367637634266 0 0.34437644481658941 -0.95754140615463246 -0.99441236257553089 15.405000209808351 2.8349999189376835 16.94999980926514 0.35019405186176306 1014.7500000000001 187.9668884277344 220.9247741699219 -0.8703225553035735 -0.74258956313133229 0.31282196938991552 3.6499999761581425 0.55191597342491161 -0.6591513156890868 6.4600000381469735 -0.90423139929771412 -0.90255093574523915 3.3950001001358037 -0.91702514886856068 1009.7500000000001 8.1500000953674334 248.32598876953128 0.40362147986888891 0.88286679983139049
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 14 16 -8 17 -12 -13 -14 15 -5 -9 18 20 -20 -7 22 -22 24 25 -24 -23 28 -3 -30
right_child=1 27 -4 4 5 10 9 8 -10 -11 11 12 13 -15 -16 -17 -18 -19 19 -21 21 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1.568714210958911e-06 -0.0013359446431178972 0.026807819933164868 -5.2022757520263874e-05 -0.0025172379811127217 0.027870767478431976 -0.0064297038004459701 0.00063911815223312296 0.0088717971382601592 0.0041551106577971952 0.015356534613861836 0.00017974946622311468 0.0039488898030358146 0.027444554051118238 0.0088677068827673795 0.00097900417534481387 0.01891271095658514 0.023697659572852511 -0.00049697443134686682 0.019127471764769519 0.0025297518883069807 0.0031828765531424505 0.002757199706496447 -0.017823315222049132 0.0028865028624320507 -0.0089475648123638323 1.720388009791924e-05 -0.0062618961672252817 0.0032394497075644603 -0.0052287664507394251 0.020343866413653211
leaf_weight=1299320 1079 20 18446 39 35 85 231 61 200 28 346 182 35 50 511 47 35 2579 33 55 271 1580 20 182 158 304 61 134 23 24
leaf_count=1299320 1079 20 18446 39 35 85 231 61 200 28 346 182 35 50 511 47 35 2579 33 55 271 1580 20 182 158 304 61 134 23 24
internal_value=8.0925e-06 0.000323743 0.000275975 0.00101318 0.00136873 0.0010068 0.00528264 0.0039111 0.0074379 0.00223019 0.000795204 0.00356417 0.00794997 0.016517 0.00216247 0.00919448 0.0142771 0.000476628 0.00139002 0.0087539 0.0011465 0.00139649 -0.00040326 -0.00186688 -0.00366173 -0.00108406 0.00242194 0.00665788 0.0134947 0.0078296
internal_weight=1.32617e+06 26854 26653 8207 7128 6235 294 893 296 259 5941 613 267 85 597 86 96 5328 2749 88 2661 2576 935 664 482 324 1641 201 67 47
internal_count=1326174 26854 26653 8207 7128 6235 294 893 296 259 5941 613 267 85 597 86 96 5328 2749 88 2661 2576 935 664 482 324 1641 201 67 47
cat_boundaries=0 1
cat_threshold=7172
is_linear=0
shrinkage=0.05


Tree=342
num_leaves=31
num_cat=2
split_feature=57 53 22 56 136 95 36 99 82 37 114 54 42 9 88 69 87 136 8 61 94 75 71 0 5 1 108 12 110 121
split_gain=1.01467 7.56587 4.79266 4.32797 5.53497 4.57652 4.23022 3.64475 3.51121 5.06213 4.45366 4.41139 5.04637 5.29654 4.04257 3.70824 3.48302 5.72749 4.58576 4.30209 3.41201 3.40655 3.37783 3.28673 3.19001 3.59465 3.07126 6.27116 4.42771 4.25882
threshold=238.08215332031253 0.2650000005960465 8.2249999046325701 68.635654449462905 0 0.77104765176773082 16.650000572204593 0.27182182669639593 333.64730834960943 12.750000000000002 0.53727915883064281 0.66500002145767223 10.449999809265138 5.8500001430511483 -0.70409920811653126 343.57843017578131 0.84844097495079052 1 7.8500001430511483 0.21985398232936862 0.43933543562889105 0.42047826945781713 236.71809387207034 348.50000000000006 3.2500000000000004 338.50000000000006 0.034052794799208648 1.7250000238418581 -0.072917349636554704 -0.91702514886856068
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 4 6 -6 20 24 26 11 -11 12 -10 -14 15 -13 17 18 -5 -18 -3 -22 -16 -15 -2 -26 27 28 29 -1
right_child=1 3 -4 16 5 -7 -8 -9 9 10 -12 14 13 23 22 -17 19 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013411622680050944 0.0023499532337517364 0.0011691391743652729 0.025073695528720109 0.00016283422128105218 -0.0016321528278702606 -0.00632636233785395 0.0069207255444648161 0.017284805923700335 0.0016531020526174686 -0.0032640796264541425 0.018385852267965675 0.0021742476955710459 0.03524994846919309 0.020347745928447694 -0.012621481642550367 -0.007646439048996265 0.0020224992825324255 -0.00011255759093009084 0.00073092333774321889 -0.000165230815754813 -0.0053401196007734257 -0.00059097328365812017 -0.0024718069245262403 -0.0073667757618038551 0.00034816361488676083 0.0034116532582682338 7.7388253413559188e-06 -0.0016564261373645632 -0.00082769114815886731 -0.00012344980231584265
leaf_weight=6630 3885 2492 21 102590 4328 590 220 35 1113 2321 24 874 23 20 88 108 2281 108783 54340 151433 456 2196 1197 23 9185 1069 826704 8243 15156 19746
leaf_count=6630 3885 2492 21 102590 4328 590 220 35 1113 2321 24 874 23 20 88 108 2281 108783 54340 151433 456 2196 1197 23 9185 1069 826704 8243 15156 19746
internal_value=7.68737e-06 6.93453e-05 0.00120507 3.18277e-05 -0.00098165 -0.00219085 0.000130849 0.00116971 -2.33351e-05 -0.00125047 -0.0030425 -3.09912e-05 0.00244968 0.0158828 -0.00132111 0.00109417 5.66725e-05 0.000166262 0.000359523 -0.000132767 -0.000159288 -0.00140757 -0.00316688 0.0055237 0.00112982 0.000667539 -1.52273e-05 -0.000396668 -0.000146639 0.000244702
internal_weight=1.32617e+06 443904 14195 429709 10282 4918 5364 14174 882270 5791 2345 3446 1179 66 2267 982 419427 265713 156930 153714 5144 2652 1285 43 14139 10254 876479 49775 41532 26376
internal_count=1326174 443904 14195 429709 10282 4918 5364 14174 882270 5791 2345 3446 1179 66 2267 982 419427 265713 156930 153714 5144 2652 1285 43 14139 10254 876479 49775 41532 26376
cat_boundaries=0 1 2
cat_threshold=786 3984
is_linear=0
shrinkage=0.05


Tree=343
num_leaves=31
num_cat=0
split_feature=59 39 54 103 124 63 5 88 66 94 0 94 55 103 80 57 107 29 88 78 59 57 17 113 35 92 121 101 39 121
split_gain=1.00275 2.43833 2.82883 2.47522 3.50041 2.96824 2.92847 2.9217 3.16778 2.97288 2.86365 2.70932 2.81926 3.38963 2.73956 2.6649 2.66127 2.5337 2.41739 3.628 3.3219 2.46307 2.39426 2.34162 2.30111 2.27225 2.11497 2.22886 2.18968 2.08449
threshold=297.17761230468756 14.84999990463257 2.3149999380111699 -0.15747343003749845 -0.86159634590148915 0.17275641113519671 2.1499999761581425 -0.8504560887813567 21.73499965667725 0.60312169790267955 309.50000000000006 0.42509156465530401 2.3149999380111699 0.32765375077724462 275.90498352050787 322.00909423828131 -0.98525524139404286 1012.8500061035157 -0.99546846747398365 19.82499980926514 297.94973754882818 265.92808532714849 8.0099999904632586 -0.74892720580101002 15.050000190734865 0.86857831478118908 -0.96811076998710621 -0.099335920065641389 20.849999427795414 -0.91702514886856068
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 -2 3 4 16 22 7 -5 9 11 17 12 13 14 -9 -7 -3 24 19 -12 21 -20 -6 -17 -8 29 -22 -28 -29 -19
right_child=1 2 -4 6 5 15 10 8 -10 -11 18 -13 -14 -15 -16 23 -18 25 20 -21 26 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-6.9901191333862378e-06 2.1008299710633305e-05 0.030512622548710733 0.0002974071894731349 0.00052888343633094345 0.028072708117819967 0.0018409035952560921 0.0057716287926568889 0.0055472281557341968 0.022043201103806496 -0.0018421624732614908 0.0029910852724592241 0.022197113256773045 0.01566898547231205 -0.0010707385221668457 0.023494846620596949 0.024130717120491543 0.0061398369454157857 0.0028873582003084391 0.027003369977076849 0.020710054624360055 0.015380807822570206 0.0045188024961229029 0.0047215494934631438 0.0016825385358450668 -0.00065000303853235332 -0.0097200534813215635 -0.0053200532982773177 0.0014332922955985991 -0.010244571576434438 -0.0030579641680051985
leaf_weight=1196829 99634 21 23934 400 21 779 203 73 30 111 104 29 63 146 30 26 24 185 21 40 25 29 23 21 446 102 141 1917 41 726
leaf_count=1196829 99634 21 23934 400 21 779 203 73 30 111 104 29 63 146 30 26 24 185 21 40 25 29 23 21 446 102 141 1917 41 726
internal_value=7.30296e-06 0.000139557 0.000537102 0.00153015 0.00391589 0.00321255 0.00108117 0.00368787 0.00630943 0.00526515 0.000503505 0.00757867 0.00621991 0.00382918 0.0107747 0.00253849 0.0175138 -0.0010804 0.00163916 0.00791302 0.0012236 0.0139623 0.0158664 0.0141007 0.00135861 -0.00264301 0.000923722 0.000751532 0.00118876 -0.00185063
internal_weight=1.32617e+06 129345 29711 5777 915 870 4862 882 482 452 3980 341 312 249 103 826 45 1662 2318 144 2174 50 44 47 649 1013 2124 2099 1958 911
internal_count=1326174 129345 29711 5777 915 870 4862 882 482 452 3980 341 312 249 103 826 45 1662 2318 144 2174 50 44 47 649 1013 2124 2099 1958 911
is_linear=0
shrinkage=0.05


Tree=344
num_leaves=31
num_cat=0
split_feature=114 71 95 67 8 20 93 87 61 31 38 81 73 21 121 88 41 71 36 18 57 68 62 37 104 0 93 66 88 69
split_gain=1.00051 2.92568 2.34092 2.73778 2.91275 3.363 3.09373 2.56831 2.28724 2.25587 2.24674 2.18474 2.92148 2.11462 2.09095 2.07645 3.19227 4.7012 2.00897 2.35798 1.91107 1.84673 1.83459 1.89952 3.23312 1.88941 1.87623 1.79416 1.74082 1.69528
threshold=0.1650413200259209 324.62446594238287 -0.58329367637634266 1.5950000286102297 13.050000190734865 6.9149999618530282 -0.015559659805148838 0.80669528245925914 0.38451977074146276 1010.1499938964845 20.550000190734867 288.07160949707037 0.53816452622413646 5.8750000000000009 0.095842104405164733 -0.96650654077529896 8.0500001907348651 215.37861633300784 19.250000000000004 11.120000362396242 163.71368408203128 163.48348236083987 0.27744922041893011 15.949999809265138 -0.92067784070968617 218.50000000000003 -0.97952386736869801 13.335000038146974 -0.37300471961498255 248.32598876953128
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 2 3 15 5 6 10 8 14 21 11 -5 18 -8 -6 16 -2 -18 19 -13 -11 -7 23 24 -17 26 -25 -22 -12 -3
right_child=1 29 -4 4 7 9 13 -9 -10 20 28 12 -14 -15 -16 22 17 -19 -20 -21 27 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=6.943168122362707e-07 0.0015492170066623897 0.0128126841347748 -4.8853437817790765e-05 -0.0043117031682988688 0.007581448689286065 -0.017076034962277241 0.0091985941889058606 0.0015871835582867617 0.0023107415545851953 0.0057185451414062567 0.010444962810124121 0.011008093236172099 -0.0036803013091896799 -0.0013673525645662055 0.028298039063169012 0.013414219982922077 0.001506385129065283 0.027902943695064738 -0.011388425658878987 0.00062307977215289795 0.0017303772735719454 -0.0020405222569170821 0.0022772631442520225 0.0031651970614413067 -0.0023817490183991263 -0.00074715389021182458 -0.013932762062519461 -0.0041311689563141478 1.865178508894205e-05 0.0030717763094120286
leaf_weight=1299320 91 67 18446 775 21 24 114 127 31 278 62 59 599 81 29 50 31 37 32 743 1619 137 2677 21 92 154 68 142 113 134
leaf_count=1299320 91 67 18446 775 21 24 114 127 31 278 62 59 599 81 29 50 31 37 32 743 1619 137 2677 21 92 154 68 142 113 134
internal_value=6.93781e-06 0.000309027 0.000263705 0.00096621 0.00023221 -1.99374e-05 -0.00124534 0.00602432 0.0129813 0.00141602 -0.00174082 -0.00217304 -0.0010164 0.00480966 0.0195971 0.00210242 0.00767349 0.0158692 0.000896878 0.00138706 0.00186592 -0.00428184 0.00181313 -0.0014141 0.00318021 -0.00409885 -0.00989841 0.00125773 0.00371254 0.00631875
internal_weight=1.32617e+06 26854 26653 8207 4986 4778 2578 208 81 2200 2383 2208 1433 195 50 3221 159 68 834 802 2039 161 3062 385 142 243 89 1761 175 201
internal_count=1326174 26854 26653 8207 4986 4778 2578 208 81 2200 2383 2208 1433 195 50 3221 159 68 834 802 2039 161 3062 385 142 243 89 1761 175 201
is_linear=0
shrinkage=0.05


Tree=345
num_leaves=31
num_cat=0
split_feature=59 96 23 23 100 112 5 92 3 39 20 52 9 32 100 61 83 38 88 54 2 107 92 31 60 35 22 85 58 114
split_gain=1.1713 5.17668 3.81969 3.5183 3.92596 2.37513 2.27574 2.16804 3.6478 3.31282 1.99324 2.22234 2.68592 2.07406 3.57436 2.37068 2.89859 2.81655 2.39086 2.1052 1.96337 2.27401 1.89699 1.77703 1.75299 2.82424 1.6838 1.5503 1.57178 1.54203
threshold=347.59048461914068 -0.99729993939399708 5.1649999618530282 5.4649999141693124 0.013428250793367626 0.095842104405164733 15.449999809265138 -0.99362230300903309 150.50000000000003 13.34999990463257 4.5050001144409189 0.11499999836087228 3.9500000476837163 15.34999990463257 0.82972848415374767 0.3058611154556275 346.02337646484381 9.5500001907348651 -0.35268390178680414 0.54500001668930065 280.50000000000006 -0.81960636377334584 -0.97929483652114857 1013.3500061035157 0.24251168221235278 12.250000000000002 5.4849998950958261 0.89579904079437267 224.357536315918 0.095842104405164733
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 2 -2 -4 -5 6 7 8 -3 -10 -9 12 -12 15 20 16 -13 -18 24 -20 -15 -22 -21 -19 25 -17 -14 28 -23 -7
right_child=1 5 3 4 -6 29 -8 10 9 -11 11 13 26 14 -16 18 17 23 19 22 21 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.5894564712207396e-06 -0.0045592833055003038 -0.010800181226804853 0.033645712247207048 0.02093783326382781 -0.0078578136890428141 0.0021207950479434565 0.010928054926916958 -0.014004155940243177 0.0287923523563553 0.0019308271817862989 0.020382988062642871 -0.0066280329012099173 0.010314021786876224 -0.0062880006869538473 0.021208003205670553 0.017429208350093924 0.017698826213988165 -0.013149661791976542 -0.017287855074905299 0.009332683589309455 0.015814610381300252 -0.013577992769811923 -0.0054023002717958251 0.0039810955138286442 -0.0010434328602821296 -0.0032664149261108833 -0.0021538757583665856 0.012446933661011003 0.0014586127295698381 0.018444420672629191
leaf_weight=1323014 31 20 21 29 20 39 35 35 22 24 21 582 37 78 22 34 24 24 34 24 30 24 243 41 912 32 101 21 63 23
leaf_count=1323014 31 20 21 29 20 39 35 35 22 24 21 582 37 78 22 34 24 24 34 24 30 24 243 41 912 32 101 21 63 23
internal_value=1.48761e-06 -0.00104945 0.0100521 0.0165229 0.00918451 -0.00149002 -0.00173139 -0.00191238 0.00702679 0.0147776 -0.00216007 -0.00198344 0.00372403 -0.0023982 0.00200822 -0.00293601 -0.00534294 0.00306073 -0.00167326 -0.00556997 5.26881e-05 0.00363656 -0.00407781 -0.00234411 -0.00047397 0.00739497 0.00118897 0.000253763 -0.00268942 0.00817633
internal_weight=1.32566e+06 2646 101 70 49 2545 2483 2448 66 46 2382 2347 159 2188 238 1950 671 89 1279 301 216 138 267 65 978 66 138 108 87 62
internal_count=1325660 2646 101 70 49 2545 2483 2448 66 46 2382 2347 159 2188 238 1950 671 89 1279 301 216 138 267 65 978 66 138 108 87 62
is_linear=0
shrinkage=0.05


Tree=346
num_leaves=31
num_cat=1
split_feature=90 136 32 36 33 82 25 74 98 99 16 86 89 127 97 121 94 92 15 93 95 72 67 70 59 75 62 81 99 122
split_gain=1.07467 2.46036 3.49791 3.84861 3.27426 3.25148 3.83858 3.35623 3.21194 3.10256 3.41428 3.43002 3.96026 3.40774 3.0444 2.96783 2.7811 2.69832 2.69581 2.56403 2.43261 5.27604 2.3888 3.29931 2.38912 3.36273 2.50101 4.2752 3.32805 2.27265
threshold=0.6136617660522462 0 10.150000095367433 10.550000190734865 11.949999809265138 325.44705200195318 323.50000000000006 0.71954837441444408 -0.40987940132617945 -0.34136015176773066 11.775000095367433 0.72246775031089794 0.040201563388109214 0.56638467311859142 -0.92304319143295277 -0.99901017546653736 0.3877715021371842 -0.53822827339172352 1.0649999976158144 0.13165795058012011 -0.33018298447132105 0.6324460804462434 0.25499999523162847 250.50315856933597 109.60454177856447 0.77273929119110119 0.19054993242025378 261.10917663574224 -0.91196480393409718 0.30069434642791754
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 19 5 16 6 7 -4 -7 10 11 12 13 14 18 -13 17 -5 -6 -3 21 -21 -17 -24 25 -25 27 -26 -29 -18
right_child=1 2 3 4 9 8 -8 -9 -10 -11 -12 15 -14 -15 -16 22 29 -19 -20 20 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=4.9664011771503339e-06 -0.0014790602408260173 -0.0070344267260361278 0.0011676312002630251 -0.0056551671713392067 0.016633536990143753 -0.0050216472743055494 0.026366754828075711 0.020341720154762946 0.014434335554211303 -0.0046472102176910472 -0.0034907908759106315 -0.013865188304935733 -0.0067325379918603337 -0.0011648417243527041 0.0078758972631064513 0.010090438074364168 -0.012467428444219336 0.002183424484176231 0.039312414927408106 -0.0063548018357583464 -0.0029106802712827559 0.029088115674399197 -0.0034878305453467603 -0.0080245607862757026 0.030020589195191863 0.012290440663695336 0.0020147446067812248 -0.0038083629919371262 0.011086938751075651 0.0058685098355636001
leaf_weight=1317453 3889 267 74 197 38 79 34 33 29 229 317 31 34 36 53 82 109 248 20 21 103 21 299 110 20 25 1629 60 100 20
leaf_count=1317453 3889 267 74 197 38 79 34 33 29 229 317 31 34 36 53 82 109 248 20 21 103 21 299 110 20 25 1629 60 100 20
internal_value=1.41323e-06 -0.000568971 0.000253539 0.00071631 0.000306773 0.00673107 0.0117316 0.00708114 0.000202644 0.000952328 0.00140163 0.00201294 0.00864588 0.0122028 0.0165382 0.00150336 -0.00316055 -0.00128669 0.0244538 -0.00412765 0.00122482 0.0113667 0.00170827 0.00140184 0.0021539 -0.00426252 0.00263274 0.00822558 0.0055012 -0.00962465
internal_weight=1.32566e+06 8207 4318 3906 3657 249 141 107 108 3083 2854 2537 181 147 111 2356 574 445 58 412 145 42 2325 2243 1944 135 1809 180 160 129
internal_count=1325660 8207 4318 3906 3657 249 141 107 108 3083 2854 2537 181 147 111 2356 574 445 58 412 145 42 2325 2243 1944 135 1809 180 160 129
cat_boundaries=0 1
cat_threshold=5233
is_linear=0
shrinkage=0.05


Tree=347
num_leaves=31
num_cat=1
split_feature=59 96 23 23 100 112 37 110 92 94 74 72 79 12 13 93 136 60 7 7 58 84 61 18 88 33 60 30 106 82
split_gain=1.05132 4.67399 3.44986 3.17558 3.54632 2.14392 2.1098 2.43689 2.24121 3.58103 2.27103 2.41993 2.07712 2.36979 1.69596 1.77328 1.64019 2.39881 2.39763 2.04395 1.86421 1.63624 2.0836 1.62854 1.69049 2.0725 4.50269 1.63889 1.58682 1.5715
threshold=347.59048461914068 -0.99729993939399708 5.1649999618530282 5.4649999141693124 0.013428250793367626 0.095842104405164733 8.7500000000000018 0.98187518119812023 -0.99362230300903309 -0.61142286658287037 0.34228762984275823 0.35912162065505987 18.494999885559086 1.8350000381469729 2.5349999666213994 0.33390927314758306 0 0.30087912082672125 4.1499998569488534 7.5499999523162851 283.86109924316412 0.86437109112739574 0.35423286259174352 8.7100000381469744 0.50302013754844677 15.050000190734865 0.3411176353693009 1012.8500061035157 -0.87574389576911915 261.13716125488287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -3 9 -8 14 12 28 -14 15 -10 17 18 -13 -20 -19 -22 -23 29 25 27 -27 -25 -12 -18
right_child=1 5 3 4 -6 -7 8 -9 10 -11 11 16 13 -15 -16 -17 23 20 19 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=3.3332934841465092e-06 -0.0043315673404703704 0.0010499621172756202 0.031971494565230039 0.019902830635165347 -0.0074651713040657349 0.0077708589022926575 -0.0058313286285205136 0.020461103644497186 -0.0049032406894756221 0.017777836395220625 0.0097894447667595877 0.019672300220866287 0.026047796346247199 0.0042360155504535544 0.0039103700704872608 -0.016617240088720186 0.0048619844138813326 -0.0048039334974336358 -0.0073502140750567758 0.0091892935147390078 -0.003358016766943648 0.021038910558092455 0.002699467245086345 -0.0061917741593621118 -0.011558695639506346 0.023585263933413304 -0.0026594589347951115 -0.00075774704402341959 -0.0052912814053926484 -0.0054932538461909932
leaf_weight=1323014 31 61 21 29 20 62 29 22 70 36 26 28 20 33 25 60 39 187 31 47 61 21 59 174 41 26 44 685 53 605
leaf_count=1323014 31 61 21 29 20 62 29 22 70 36 26 28 20 33 25 60 39 187 31 47 61 21 59 174 41 26 44 685 53 605
internal_value=1.34201e-06 -0.000994311 0.00955447 0.015704 0.00873222 -0.00141295 -0.00164226 0.00619508 -0.00191331 0.00724452 -0.00216823 -0.00175244 0.00480933 0.0124669 -0.00801614 -0.0103097 -0.00217537 0.000569315 0.00712136 0.0026159 -0.00153076 0.00281026 0.00751357 -0.00289897 -0.00162282 -0.00118431 0.00708858 -0.00185847 -0.000328004 -0.00486615
internal_weight=1.32566e+06 2646 101 70 49 2545 2483 83 2400 65 2335 2180 132 53 155 130 2048 434 106 78 328 141 80 1614 970 929 70 859 79 644
internal_count=1325660 2646 101 70 49 2545 2483 83 2400 65 2335 2180 132 53 155 130 2048 434 106 78 328 141 80 1614 970 929 70 859 79 644
cat_boundaries=0 1
cat_threshold=5153
is_linear=0
shrinkage=0.05


Tree=348
num_leaves=31
num_cat=0
split_feature=85 76 58 80 21 59 61 23 68 83 84 89 67 60 61 75 123 72 98 67 15 103 15 123 92 60 88 53 78 35
split_gain=1.00876 1.06595 1.69603 1.34607 1.22554 2.26024 1.90533 1.12653 1.49332 1.26496 1.01539 1.78185 2.23305 2.92916 1.88262 1.79311 2.46013 2.06332 1.61206 1.54748 1.54907 1.56655 1.21775 1.50977 1.1688 1.96308 1.51609 1.30204 1.84734 1.49033
threshold=0.92680129408836376 15.034999847412111 247.76892089843753 326.56683349609381 6.1749999523162851 304.67318725585943 0.38659739494323736 6.2449998855590829 312.02021789550787 302.48019409179693 0.92675653100013744 -0.73086112737655629 0.50499999523162853 0.44833976030349737 0.48095476627349859 0.57377114892005932 -0.64942333102226246 0.65145790576934826 -0.7997731864452361 7.2249999046325692 1.6349999904632571 -0.15747343003749845 1.7450000047683718 -0.68832838535308827 -0.93590453267097462 0.38495011627674108 -0.6108589470386504 0.10500000044703485 11.675000190734865 16.550000190734867
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=10 3 4 -2 5 7 -6 -3 9 -9 -1 24 15 14 19 16 -13 -17 -18 20 -14 -22 -23 -24 25 -12 27 28 29 -26
right_child=1 2 -4 -5 6 -7 -8 8 -10 -11 11 12 13 -15 -16 17 18 -19 -20 -21 21 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=6.2003481617932356e-06 -0.00019068664129863694 -0.0032151233686238778 -0.00023131512212473952 0.012511724594514818 -0.010360310249411919 0.01184088544085108 -0.0026159624953782804 0.0079078752968815124 0.014690263582659619 -0.0084541414312466426 0.013909671961556416 -0.012555716354399921 -0.0087756779954606522 -0.00032721028190639122 0.0015580884564982413 0.020704669462373624 0.016045976616442203 0.0017417429655324668 -0.0029233538255842482 -0.012328753487992228 0.010560016724325362 0.0051263038820076375 -0.012944603693310401 -0.0021954861623698333 0.0048749303836364381 -0.0052303511959811057 -0.0043796058389066602 -0.00019695150913825522 0.017220132006332278 -0.0072908725735032938
leaf_weight=1317188 3046 540 1110 21 127 29 212 21 21 27 37 30 178 467 77 26 21 32 24 102 21 31 49 98 118 21 198 1732 24 32
leaf_count=1317188 3046 540 1110 21 127 29 212 21 21 27 37 30 178 467 77 26 21 32 24 102 21 31 49 98 118 21 198 1732 24 32
internal_value=1.27491e-06 -0.00069687 -0.00156856 -0.000103712 -0.00308785 -0.00179699 -0.00551724 -0.00244642 0.00356955 -0.00129576 3.9998e-06 -0.000869578 -0.00245416 -0.00324654 -0.00569856 0.00364053 -0.00146489 0.0102424 0.005929 -0.00686508 -0.00538684 -0.00235562 -0.00387937 -0.00577853 -2.23147e-05 0.00697966 -0.000215335 0.00021726 0.00434033 0.00227956
internal_weight=1.32566e+06 5154 2087 3067 977 638 339 609 69 48 1.32051e+06 3318 1156 1023 556 133 75 58 45 479 377 199 178 147 2162 58 2104 1906 174 150
internal_count=1325660 5154 2087 3067 977 638 339 609 69 48 1320506 3318 1156 1023 556 133 75 58 45 479 377 199 178 147 2162 58 2104 1906 174 150
is_linear=0
shrinkage=0.05


Tree=349
num_leaves=31
num_cat=1
split_feature=90 136 32 36 29 82 103 113 98 26 99 27 95 96 60 33 70 24 38 99 69 108 15 59 63 26 23 30 92 122
split_gain=0.964321 2.21443 3.16004 3.48268 3.13398 2.92611 3.5195 3.08291 2.89938 2.67613 2.50007 2.79411 2.87498 2.74772 2.74099 2.66836 2.93824 2.64 2.5069 2.48646 5.70385 3.08055 2.27836 2.23688 2.65225 2.18853 2.18017 2.18157 2.1426 2.11572
threshold=0.6136617660522462 0 10.150000095367433 10.550000190734865 1020.0499877929689 325.44705200195318 0.18848263472318652 -0.59480014443397511 -0.40987940132617945 308.50000000000006 -0.34136015176773066 341.50000000000006 0.16076336055994037 -0.99891477823257435 0.28034956753253942 11.949999809265138 196.038444519043 272.50000000000006 12.150000095367433 -0.8148939013481139 312.90301513671881 0.14882924407720569 1.6449999809265139 208.26368713378909 0.24032625555992129 323.50000000000006 5.9449999332427987 1015.4500122070314 -0.98365771770477284 0.93663650751113903
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 10 6 -4 9 -7 -8 11 13 -13 14 17 -15 22 -5 19 20 21 -18 -17 25 -25 -21 27 -23 -12 -20
right_child=1 2 3 4 -6 8 7 -9 -10 -11 28 12 -14 15 -16 16 18 -19 29 23 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.5769716263402944e-06 -0.0014025030941442179 -0.0039230015507342019 -0.0047229536147954483 0.029288238380104303 -0.0047241860211507227 -0.004754020739346743 0.020733211268944778 0.028510608551122491 0.013731095811416363 0.002398663199467895 0.0082247737081100544 0.020450789954928633 -0.0014981076945550741 -0.0031483045371434462 0.0025708886990664392 -0.01247013882462825 0.020446974687792108 0.0053090820342979652 0.00059001452010293081 0.0022370715383440254 0.034063621220940893 0.0047427848294570021 0.0043055478836698784 0.020466563182518535 0.0012007528023241321 -0.019657956507234349 0.011574703263228431 -0.015412193407304587 -0.0060818476016383342 0.0082225501532421294
leaf_weight=1317453 3889 412 28 24 287 79 34 31 29 48 30 37 25 415 82 67 29 22 2051 25 22 29 29 23 80 21 34 25 205 95
leaf_count=1317453 3889 412 28 24 287 79 34 31 29 48 30 37 25 415 82 67 29 22 2051 25 22 29 29 23 80 21 34 25 205 95
internal_value=1.21116e-06 -0.000539095 0.000241221 0.000681076 0.000291495 0.00640275 0.0111465 0.0150787 0.000209575 0.0100008 0.000718646 0.00109151 0.0116004 0.000879481 0.00805102 0.000567781 0.00117734 0.0178199 0.00151574 0.00589597 0.010706 0.006314 -0.00740248 0.00140873 0.00550283 -0.00775848 0.00165654 -0.00458822 -0.00425547 0.000927895
internal_weight=1.32566e+06 8207 4318 3906 3657 249 141 113 108 82 3370 3135 62 3073 128 2945 2530 46 2434 288 139 117 96 149 103 46 88 54 235 2146
internal_count=1325660 8207 4318 3906 3657 249 141 113 108 82 3370 3135 62 3073 128 2945 2530 46 2434 288 139 117 96 149 103 46 88 54 235 2146
cat_boundaries=0 1
cat_threshold=5233
is_linear=0
shrinkage=0.05


Tree=350
num_leaves=31
num_cat=0
split_feature=21 90 54 117 120 63 75 60 62 88 60 34 25 88 117 109 42 88 87 101 78 7 85 53 68 54 1 13 33 34
split_gain=1.12656 1.07238 2.1426 2.5649 4.37264 4.08651 2.67603 2.26349 2.3614 3.00963 2.96579 2.9102 2.14334 2.00847 2.5214 1.95595 3.23476 4.79397 2.60668 2.86545 2.59317 2.09254 2.15586 1.86832 1.83361 3.88204 2.86093 2.40082 1.82698 2.87862
threshold=1.0000000180025095e-35 -0.98558050394058216 0.064999999478459372 -0.061046212911605828 -0.96811076998710621 0.20243615657091144 0.42047826945781713 0.42731185257434851 0.28001652657985693 0.92272827029228222 0.24682933837175372 12.84999990463257 352.50000000000006 -0.36222180724143976 -0.95878320932388295 0.91148236393928539 0.55000001192092907 -0.67601099610328663 0.89687085151672374 0.82032901048660289 27.384999275207523 8.4499998092651385 0.8507194221019746 0.10500000044703485 236.71347808837893 0.95499998331069957 88.500000000000014 3.3850001096725468 13.650000095367433 15.150000095367433
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 2 3 4 5 -2 -6 8 9 12 -11 -12 15 -10 -15 -4 18 -18 19 20 21 22 -17 28 25 26 -16 -26 -8 -30
right_child=1 -3 7 -5 6 -7 23 -9 13 10 11 -13 -14 14 24 16 17 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.011067671379398361 0.0017438577355018685 1.1701106649509689e-05 0.00013774441465049057 0.00039036513317393926 0.01443619371081392 0.026288815223893452 -0.005373936684595214 -3.1898397897652325e-05 -0.00051414531264220491 0.020723125819737714 -0.012221666722602789 0.012595953916509948 -0.010786785197249333 0.0053721248134970673 0.021939718164503574 0.01433331602204003 0.031991065650557475 0.0020099053531885147 0.016689101129735786 -0.0049433066855676267 0.019175811514391433 -0.009902378489884239 -0.0041450535982019377 -0.0064934535016520668 -0.0027779520313849959 -0.0014293077897295208 0.0036451098117947531 0.0097117863022364113 0.016275966721165807 0.0010378132004976517
leaf_weight=23 28 1216838 4175 780 42 43 45 77437 20618 36 21 27 43 125 24 38 24 30 27 126 28 27 27 65 2865 1673 195 39 47 91
leaf_count=23 28 1216838 4175 780 42 43 45 77437 20618 36 21 27 43 125 24 38 24 30 27 126 28 27 27 65 2865 1673 195 39 47 91
internal_value=-1.93495e-06 -1.74295e-06 -0.000152178 0.00200312 0.00548775 0.0166091 0.00276493 -0.000175032 -0.000542437 0.000496621 0.00987462 0.00173824 0.000323298 -0.000730768 -0.00163837 0.000429414 0.00415333 0.0153349 0.0019416 0.000322973 0.00585257 0.00179767 0.00665769 0.000788346 -0.00182109 -0.000609874 0.00565 -0.00261022 0.00337478 0.00622762
internal_weight=1.32561e+06 1.32558e+06 108746 1141 361 71 290 107605 30168 4629 84 48 4545 25539 4921 4502 327 54 273 246 120 92 65 248 4796 1892 219 2904 183 138
internal_count=1325607 1325584 108746 1141 361 71 290 107605 30168 4629 84 48 4545 25539 4921 4502 327 54 273 246 120 92 65 248 4796 1892 219 2904 183 138
is_linear=0
shrinkage=0.05


Tree=351
num_leaves=31
num_cat=1
split_feature=39 15 97 30 31 29 94 62 91 95 123 96 71 99 112 89 3 18 26 92 94 90 103 90 107 36 18 69 52 136
split_gain=1.02697 3.10558 2.55252 2.36045 1.86887 2.3532 2.13621 1.21957 1.19064 1.16625 1.00189 1.41222 3.9274 1.29 1.23066 1.34558 1.19807 0.986707 3.15998 10.9727 3.50579 3.28161 3.07294 4.18634 3.06011 2.87162 2.71601 6.17057 4.99644 4.8251
threshold=7.2500000000000009 3.3149999380111699 -0.78322744369506825 1020.1499938964845 1018.2500000000001 1022.9500122070314 -0.61142286658287037 0.45519340038299566 -0.95273369550704945 -0.67250570654869068 -0.44618082046508784 -0.88443872332572926 303.28396606445318 -0.85776564478874195 -0.80382624268531788 -0.29969391226768488 329.50000000000006 13.344999790191652 209.50000000000003 -0.73192805051803578 -0.30755999684333796 0.19363197684288028 -0.38020133972167963 -0.55024287104606617 -0.86260658502578724 22.550000190734867 11.120000362396242 262.04238891601568 13.904999732971193 0
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 1
left_child=1 3 -3 9 -5 6 -6 -8 -7 -1 13 12 -12 -11 -13 -16 -15 26 22 20 -20 -21 23 -19 25 -25 -2 -28 29 -29
right_child=17 2 -4 4 5 8 7 -9 -10 10 11 14 -14 16 15 -17 -18 18 19 21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.011512181894345719 -3.1275453132553704e-05 0.020705618954693472 0.00077146021372062113 0.014813720900565387 0.018336360218624274 0.00065362457270649356 -0.0019423291230039861 0.011069063745115114 -0.014190424648778781 -0.0080132099869661046 -0.0056029588009550938 0.00068077516328129506 0.019316157623238506 -0.0024753556601574407 -0.0056385837729741525 -0.013943121110867429 0.010714099151260195 0.0023504565623074371 -0.0011939984811691875 -6.7174718704777445e-05 -0.0036703997570574931 -0.0038447426216003406 5.3007504458857847e-05 0.0010536456817754371 -0.00066498628920966208 -0.0043552429938577084 -5.4041533520961405e-05 0.0011216372007118505 -9.6567665604461639e-06 0.00034491685312867623
leaf_weight=55 617467 26 42 24 21 22 83 23 35 30 64 45 21 33 147 73 36 3444 13456 304860 1599 576 75235 9350 4529 252 161580 31783 46729 53967
leaf_count=55 617467 26 42 24 21 22 83 23 35 30 64 45 21 33 147 73 36 3444 13456 304860 1599 576 75235 9350 4529 252 161580 31783 46729 53967
internal_value=-1.83821e-06 -0.00181558 0.00839334 -0.00279059 0.00169078 -2.09044e-05 0.00376723 0.000880898 -0.00846114 -0.00464004 -0.00379824 -0.00505439 0.000553529 0.000642672 -0.00685315 -0.00839418 0.0044061 -7.70356e-07 -6.48523e-05 -0.000139252 -0.00145702 -7.42986e-05 0.000192063 0.000787329 0.000406365 0.000911692 2.82855e-05 0.000153352 0.000406302 0.000632977
internal_weight=1.32561e+06 780 68 712 208 184 127 106 57 504 449 350 85 99 265 220 69 1.32483e+06 413301 320491 15055 305436 92810 17575 14131 9602 911526 294059 132479 85750
internal_count=1325607 780 68 712 208 184 127 106 57 504 449 350 85 99 265 220 69 1324827 413301 320491 15055 305436 92810 17575 14131 9602 911526 294059 132479 85750
cat_boundaries=0 1
cat_threshold=786
is_linear=0
shrinkage=0.05


Tree=352
num_leaves=31
num_cat=1
split_feature=90 136 92 114 20 72 60 52 91 58 67 54 23 99 87 84 66 11 52 22 11 87 81 11 57 93 90 103 107 73
split_gain=1.00582 2.60832 3.03889 1.98233 2.34693 2.65595 2.77216 3.50798 2.1065 2.30485 1.76016 2.41047 2.24574 2.98019 2.51988 2.09551 1.78975 2.59289 3.46473 2.95256 3.3302 2.19723 3.43942 3.57212 1.90402 2.03275 1.90257 1.84454 3.48092 1.78758
threshold=-0.98558050394058216 0 0.72481033205986034 -0.0087262028828264497 5.7149999141693124 0.35125392675399786 0.38495011627674108 1.2749999761581423 -0.66008222103118885 266.90187072753912 0.15500000119209292 0.064999999478459372 4.7750000953674325 -0.97115278244018544 0.87842777371406566 0.89427202939987194 1.0249999761581423 6.3500001430511483 0.15500000119209292 5.1250000000000009 8.0500001907348651 0.8807959556579591 253.47133636474612 8.0500001907348651 24.096191406250004 0.87207055091857921 -0.99777120351791371 0.64669299125671398 -0.55002558231353749 0.84922850131988536
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 5 -5 7 -7 -6 -10 11 12 13 -1 -14 -15 17 24 19 21 -21 22 -19 -24 -12 27 -25 -26 -29 -13
right_child=-2 2 -4 4 8 6 -8 -9 9 -11 16 29 14 15 -16 -17 -18 18 -20 20 -22 -23 23 26 25 -27 -28 28 -30 -31
leaf_value=-0.0028017586416828992 1.127418219423205e-05 -0.00033931540649680163 -0.0022721048230698471 -0.0058841167770039577 -0.0019160918970166159 0.035426523589662147 0.0026952473852941967 0.010398043803538063 0.017665168912516852 0.00057119692922854908 -0.0072403371847139866 0.00015853809197007045 0.0055935159680389228 0.02398323283220331 0.030392141751945018 0.0034948494858466662 0.00013457565927653888 0.024710896409427127 -0.0010519188375313104 0.027535691484808923 0.0033608064794077956 -0.00089521087213818525 -0.0032737005446237368 0.024305196758359671 -0.0021073005038132133 0.012209373753732787 0.0051204027874129157 0.023709083162248137 -0.0040365146687970713 0.0045126482073149562
leaf_weight=67 1216861 53931 2052 26 224 21 47 42 33 49 167 1087 21 24 20 26 47473 24 804 28 29 175 71 24 1880 26 28 20 26 301
leaf_count=67 1216861 53931 2052 26 224 21 47 42 33 49 167 1087 21 24 20 26 47473 24 804 28 29 175 71 24 1880 26 28 20 26 301
internal_value=-1.74574e-06 -0.000147438 -0.0003832 -0.000311984 0.00302285 0.00848797 0.011885 0.0187409 0.000593904 0.00745048 0.00010687 0.00176888 0.00762059 0.00409184 0.0176904 0.0133293 5.62857e-05 -0.00106929 0.000805903 0.00474703 0.0152362 0.00289026 0.00739677 0.0040184 -0.00211618 -0.00167779 0.0139749 -0.00186526 0.00802679 0.00110277
internal_weight=1.32561e+06 108746 56425 54373 442 136 110 63 306 82 52321 1546 158 117 41 50 50775 3302 1183 379 57 322 147 123 2119 1952 52 1926 46 1388
internal_count=1325607 108746 56425 54373 442 136 110 63 306 82 52321 1546 158 117 41 50 50775 3302 1183 379 57 322 147 123 2119 1952 52 1926 46 1388
cat_boundaries=0 1
cat_threshold=2833
is_linear=0
shrinkage=0.05


Tree=353
num_leaves=31
num_cat=1
split_feature=65 136 53 18 109 31 54 86 61 2 11 40 90 93 60 67 74 5 76 74 16 41 1 62 85 87 18 115 30 28
split_gain=0.975558 2.37037 2.28035 3.99477 2.99839 3.34648 2.17059 3.46582 2.73687 2.47179 2.36469 2.36405 2.15962 2.24493 2.18895 2.14063 2.23062 2.03223 2.14491 2.0192 2.05223 3.83977 3.21872 3.49866 4.3245 3.33177 4.47994 3.61636 3.20429 4.00835
threshold=29.994999885559086 0 13.125000000000002 11.120000362396242 0.93643558025360119 1011.2500000000001 3.054999947547913 0.87514120340347301 0.36027471721172338 346.50000000000006 13.550000190734865 10.150000095367433 -0.19790726155042646 0.33777536451816564 0.45038852095603948 20.175000190734867 0.87268084287643444 10.949999809265138 40.82500076293946 0.7420766055583955 11.120000362396242 10.449999809265138 338.50000000000006 0.36315903067588812 0.77753144502639782 0.83556780219078075 8.0099999904632586 -0.74892720580101002 1021.7500000000001 1012.0499877929689
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 -2 3 4 12 15 7 11 -9 -8 -11 -7 -3 -14 -15 16 -6 -16 -19 -1 21 28 -23 24 -24 -26 -27 -28 29 -21
right_child=1 2 -4 -5 5 6 9 8 -10 10 -12 -13 13 14 17 -17 -18 18 -20 20 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=1.9021841003997454e-05 -0.00038424730292467069 0.00022501713419910814 0.00011008068075996697 0.0017150594032589849 -0.0048292522877454759 0.010857256820697027 -0.0026013907524786561 -0.003648489537058262 0.0086747821834869676 0.00099507020868718475 0.012810433134940026 0.029042020450080083 -0.0002868938059011688 -0.0081048495285947243 -0.0053262624484237417 -0.0062610141337351051 0.018785489071160556 0.017373341132098666 -0.0011667668855247588 -0.00076524453120829653 -8.7255230683181311e-06 0.00066129095382734169 0.027101733590717672 -7.6665533374298571e-05 -0.0022510287675130019 -0.0071108499127957555 -0.0072483170523562224 0.014153504400261833 -0.0011977457782622221 -6.528159945068969e-05
leaf_weight=980348 16735 11303 56324 6809 20 120 158 82 100 99 74 21 610 241 91 129 20 26 39 28231 136938 2311 27 226 85 36 22 192 9955 74235
leaf_count=980348 16735 11303 56324 6809 20 120 158 82 100 99 74 21 610 241 91 129 20 26 39 28231 136938 2311 27 226 85 36 22 192 9955 74235
internal_value=-1.65845e-06 0.000154497 0.000272728 0.000732245 0.00022269 0.00314456 0.00476532 0.00768129 0.00312254 0.00191983 0.00604904 0.0135656 2.73443e-05 -0.00219142 -0.00511777 -0.00312749 0.00697812 -0.000503121 0.00624928 -1.34405e-05 -0.000139599 -0.000295005 0.00150167 0.0048046 0.00785201 0.00630054 0.00920808 0.0119533 -0.000341336 -0.000258132
internal_weight=1.32561e+06 93001 76266 19942 13133 823 654 323 182 331 173 141 12310 1007 397 169 40 156 65 1.23261e+06 252258 115320 2899 588 362 335 250 214 112421 102466
internal_count=1325607 93001 76266 19942 13133 823 654 323 182 331 173 141 12310 1007 397 169 40 156 65 1232606 252258 115320 2899 588 362 335 250 214 112421 102466
cat_boundaries=0 1
cat_threshold=4194
is_linear=0
shrinkage=0.05


Tree=354
num_leaves=31
num_cat=0
split_feature=39 15 97 28 94 96 103 89 55 123 38 29 20 94 71 41 12 102 89 1 25 52 121 79 131 9 95 36 65 4
split_gain=0.921873 2.80582 2.29889 2.1627 1.61642 1.60214 2.93203 1.86283 1.79299 1.12661 1.08695 1.07496 1.35211 0.986383 0.912816 2.14692 2.09904 2.87932 3.0974 2.83825 2.3951 2.30678 3.37182 4.64082 2.8119 2.51838 2.99185 2.77445 3.67215 2.4046
threshold=7.2500000000000009 3.3149999380111699 -0.78322744369506825 1019.3500061035157 -0.77302750945091236 -0.79261872172355641 0.54936701059341442 -0.63220584392547596 0.34499999880790716 -0.44618082046508784 6.8500001430511483 1022.9500122070314 4.8750000000000009 -0.69788646697998036 313.22544860839849 -1.0000000180025095e-35 1.294999957084656 0.19625810533761981 0.14773998409509662 314.50000000000006 342.50000000000006 0.51499998569488536 -0.28400452435016627 7.1050000190734872 332.50000000000006 10.750000000000002 -0.5090864598751067 14.449999809265138 6.305000066757203 2.8500000238418584
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 -3 5 -5 6 13 8 -8 -7 -11 -6 -13 -1 -2 -16 19 18 20 -17 -18 22 -19 -24 25 29 -27 -28 -29 -25
right_child=14 2 -4 4 11 9 7 -9 -10 10 -12 12 -14 -15 15 16 17 21 -20 -21 -22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=0.0043779729772359137 -1.1208574500069492e-05 0.019668286379713282 0.00075041906398144514 0.012228427647746036 0.0014539861942209785 0.00031546189998969058 0.023555441732917515 -0.0054538460262119771 0.00354994059210488 -0.014689108929833475 -0.0066707185604343898 0.0044532310217618946 -0.011404267580407423 -0.0077193096563248319 -0.0090653229342211802 -2.9542958352031751e-05 0.0013126360387492608 -9.1014031348833326e-05 0.0089185961461574741 -0.0023691993071398455 0.015579512690504392 0.00011027482617392052 0.010720786237983372 0.0035102302296045524 -0.0046067284348548058 -0.0046511185236229767 0.0061545589143591683 -0.018488789170428559 0.0090303563168907374 -0.00010044351964080441
leaf_weight=20 1243058 26 42 28 184 39 21 20 24 59 149 20 41 107 63 4462 1515 2962 159 1827 30 67574 154 723 161 82 735 27 22 1273
leaf_count=20 1243058 26 42 28 184 39 21 20 24 59 149 20 41 107 63 4462 1515 2962 159 1827 30 67574 154 723 161 82 735 27 22 1273
internal_value=-1.57568e-06 -0.00172 0.00798372 -0.00264676 0.000847689 -0.00481985 -0.00139386 0.00724286 0.0128858 -0.00748296 -0.00894517 -0.000452967 -0.00620509 -0.00581423 -5.63944e-07 0.000161256 0.000168371 0.000241554 0.00227352 -0.00070923 0.00158966 0.000194581 0.00112257 0.00225402 0.0018227 0.00218439 0.00443612 0.00538657 -0.00613325 0.00120743
internal_weight=1.32561e+06 780 68 712 273 439 192 65 45 247 208 245 61 127 1.32483e+06 81769 81706 75417 1704 6289 1545 73713 6139 3177 3023 2862 866 784 49 1996
internal_count=1325607 780 68 712 273 439 192 65 45 247 208 245 61 127 1324827 81769 81706 75417 1704 6289 1545 73713 6139 3177 3023 2862 866 784 49 1996
is_linear=0
shrinkage=0.05


Tree=355
num_leaves=31
num_cat=1
split_feature=95 119 83 61 115 85 34 3 43 26 98 53 86 101 90 77 12 75 6 65 61 122 122 65 55 17 136 81 73 28
split_gain=0.968684 3.10574 3.11767 3.14495 3.04491 4.20511 2.75239 2.90265 2.73261 2.51037 2.40139 3.25525 2.79498 2.78104 2.64198 2.39999 2.29979 3.30307 2.99534 2.44847 5.8625 2.7144 2.54973 2.51144 2.29645 4.0091 3.03298 2.58765 2.57231 3.10116
threshold=-0.96861711144447316 0.9996192753314973 330.29232788085943 0.23181727528572085 -0.87878364324569691 0.78432786464691173 13.449999809265138 344.50000000000006 8.4499998092651385 351.50000000000006 -0.80661338567733754 3.6149998903274541 0.90618711709976207 -0.31632500886917109 -0.67355847358703602 13.144999980926515 0.9650000035762788 0.86575865745544445 3.0499999523162846 1.8949999809265139 0.3036396205425263 0.86159634590148937 -0.46173103153705591 0.81499999761581432 2.5149999856948857 9.5450000762939471 0 314.29138183593756 0.70661455392837536 1017.2500000000001
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 1 2 2 2
left_child=1 2 4 -4 5 -1 8 10 -5 24 11 13 -12 -8 -15 -9 17 18 19 21 -21 22 -7 -24 26 -26 -6 -28 29 -29
right_child=-2 -3 3 6 9 16 7 15 -10 -11 12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.0025655513672211659 1.0981921414259018e-05 0.017080453091945787 -0.0095214079498934252 -0.0063506186629171723 -2.2071142217994753e-06 -0.00025520611333331014 0.022524030167802141 0.0012826192743060265 0.0036005497522031272 -0.012349822864549734 -0.0051631689674115893 -0.003460558367457808 0.010091400973717957 0.015273892020599712 -0.0021491161615333778 0.02463751864958216 -0.00072170324035865027 0.020771692849865016 -0.001188143719911873 0.031951655222413437 0.0047832310122454223 -0.0088254713757823285 0.0015800905871345143 0.011925466442347092 0.0011046138154657021 -0.00011627933068044549 -0.0023391876243524646 0.0024898336014302913 -0.0029851376078046925 -0.0031240111697701618
leaf_weight=2849 1267114 26 150 386 11876 257 29 22 84 41 257 92 34 36 55 22 6078 22 651 24 115 52 113 122 10051 20314 3168 1032 520 323
leaf_count=2849 1267114 26 150 386 11876 257 29 22 84 41 257 92 34 36 55 22 6078 22 651 24 115 52 113 122 10051 20314 3168 1032 520 323
internal_value=1.77557e-06 -0.000196614 -0.000204257 -0.00276281 -0.000152426 -0.000932259 -0.00176597 0.000645156 -0.00457211 1.70192e-05 -0.000432093 0.00361549 -0.00338085 0.00904046 0.0047435 0.0129601 -0.000306317 0.00155557 0.00123866 0.00355177 0.00947418 0.0020385 0.00318673 0.00695088 2.77425e-05 0.000287844 -0.000439068 -0.00146494 4.36326e-06 0.00115163
internal_weight=1.32592e+06 58801 58775 1167 57608 10283 1017 547 470 47325 503 212 291 120 91 44 7434 1356 1334 683 139 544 492 235 47284 30365 16919 5043 1875 1355
internal_count=1325915 58801 58775 1167 57608 10283 1017 547 470 47325 503 212 291 120 91 44 7434 1356 1334 683 139 544 492 235 47284 30365 16919 5043 1875 1355
cat_boundaries=0 1
cat_threshold=2661
is_linear=0
shrinkage=0.05


Tree=356
num_leaves=31
num_cat=0
split_feature=85 115 31 54 30 60 22 55 122 73 114 87 28 75 78 88 125 89 74 4 88 116 15 65 125 72 22 99 69 2
split_gain=0.948738 1.66136 1.29223 1.85777 1.69009 1.83262 1.6613 2.15994 2.05118 2.61483 2.3472 1.96666 2.82376 1.85815 1.78418 1.83018 1.65529 1.50003 1.82316 2.50164 1.67697 1.54712 1.24753 1.50139 1.92528 1.36281 1.41964 1.52462 1.28864 1.21318
threshold=0.92680129408836376 -0.77159520983695973 1007.6499938964845 0.10500000044703485 1011.1499938964845 0.27126510441303259 4.6849999427795419 0.064999999478459372 -0.50751903653144825 0.71079951524734508 -0.97233289480209339 0.907424956560135 1015.2500000000001 0.53544119000434887 5.0350000858306894 -0.95636695623397816 -0.5663846731185912 -0.47379602491855616 0.50304952263832103 7.2500000000000009 0.044136917218565948 0.68832838535308849 3.2150000333786015 13.75500011444092 0.97988739609718334 0.56807062029838573 5.5450000762939462 -1.0000000180025095e-35 314.53260803222662 330.50000000000006
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 2 3 -2 5 -4 -6 8 9 13 14 -11 16 -8 -10 -16 -13 18 19 -9 21 -19 23 25 -25 -3 28 -28 -27 -7
right_child=1 22 4 -5 6 29 7 17 10 11 -12 12 -14 -15 15 -17 -18 20 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=4.3306654932450856e-06 0.016907071806490422 -0.0051038547121791946 -0.0092074539026265941 0.0019350803771810529 -0.0048647313540058782 -0.0021511950190700518 -0.00079465322196483614 9.8974182194954644e-05 -0.0033425837644079533 -0.0077972461658253056 0.023851229131991128 0.0089932001437301994 0.019753166451118888 0.01764964533633449 0.0024580863184265555 0.019639205448930303 -0.0060787537950091064 -0.0064637327049972444 0.00012900531343660636 0.019907818837756559 0.0095633672042326496 0.0053572807315504182 0.004509577581323837 -0.0040428505652558271 -0.016076459847868253 0.00099195083563119696 -0.0021233755956907513 0.0093814167985692629 0.011600954864039332 0.0076039632919299265
leaf_weight=1320754 25 226 91 121 153 509 22 37 33 74 23 27 20 36 31 31 56 205 2091 28 22 32 68 225 39 116 718 30 38 34
leaf_count=1320754 25 226 91 121 153 509 22 37 33 74 23 27 20 36 31 31 56 205 2091 28 22 32 68 225 39 116 718 30 38 34
internal_value=1.68679e-06 -0.000674909 -0.000111463 0.00449878 -0.0003008 -0.00264085 0.000207106 0.000487449 0.0041407 0.00143991 0.0095194 -0.00157925 0.00288805 0.0106535 0.00604959 0.0110486 -0.00117583 -4.65454e-05 0.000385358 0.00863201 -0.00364185 -0.00486765 -0.00210321 -0.00242625 -0.00582054 -0.00163183 -0.000761905 -0.00166195 0.00360976 -0.00154037
internal_weight=1.32592e+06 5161 3701 146 3555 634 2921 2768 353 235 118 177 103 58 95 62 83 2415 2156 65 259 237 1460 1392 264 1128 902 748 154 543
internal_count=1325915 5161 3701 146 3555 634 2921 2768 353 235 118 177 103 58 95 62 83 2415 2156 65 259 237 1460 1392 264 1128 902 748 154 543
is_linear=0
shrinkage=0.05


Tree=357
num_leaves=31
num_cat=1
split_feature=104 43 136 55 67 30 54 8 32 37 26 126 55 20 67 34 57 103 52 76 72 66 26 75 56 24 17 126 56 65
split_gain=0.917244 3.94986 7.68643 3.96889 4.02837 6.14777 4.34738 3.92529 4.06187 3.92451 3.92146 3.36117 3.29762 3.9905 3.5077 3.21695 3.14217 4.47962 3.98815 6.87886 4.05507 3.96863 3.66625 3.62665 3.52431 3.25457 4.10033 3.38851 3.11708 3.07391
threshold=-0.9944004714488982 9.2500000000000018 0 1.4750000238418581 2.1950000524520878 1011.9500122070314 0.54500001668930065 7.8500001430511483 11.150000095367433 19.849999427795414 291.50000000000006 0.86159634590148937 0.50499999523162853 4.8750000000000009 0.75499999523162853 21.150000572204593 201.27823638916018 -0.11893643811345099 0.39499999582767492 0.5249999761581422 0.57156902551651012 3.495000004768372 271.50000000000006 0.8007808029651643 316.80056762695318 270.50000000000006 10.405000209808351 -0.41467745602130884 192.26662445068362 0.65500000119209301
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 8 -1 28 -7 -11 13 14 -10 16 17 -4 19 20 -18 22 -21 25 -24 26 27 -23 -3 -30
right_child=-2 9 15 -5 5 10 -8 -9 12 11 -12 -13 -14 -15 -16 -17 18 -19 -20 21 -22 23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.025641212115685149 -7.3952786328738167e-06 -0.0028291630746740634 0.0010103769017143561 0.0012820681574283674 0.040961597128559582 0.0045983412821381285 0.013032543571898715 -0.0043352071043392202 0.00069286273150094633 0.0016514595933077064 0.026887831712762517 -0.0030133844511510688 0.0051342384235176725 -0.0034759462357621916 0.027525134043147166 0.016274805404546282 0.0072396101361071625 -0.0023960557440792026 8.9304672039153626e-05 0.0022385511049702956 0.036157979528335014 0.02772055151264953 -0.00089473643631061235 0.0017783991117019374 0.01309085717505735 0.0045483849790008343 0.033542760057995717 0.0060877443378900787 0.0017709449925075111 -0.00094126337594370663
leaf_weight=21 1266622 1872 1529 4043 22 327 38 168 29 2797 21 448 800 257 21 31 27 2617 29566 2321 22 23 2171 423 46 183 24 85 1198 8163
leaf_count=21 1266622 1872 1529 4043 22 327 38 168 29 2797 21 448 800 257 21 31 27 2617 29566 2321 22 23 2171 423 46 183 24 85 1198 8163
internal_value=1.60245e-06 0.000193813 0.000425767 0.00213139 0.00415906 0.0084919 0.0232732 0.00279502 0.00385697 -0.000524174 0.0059434 0.00100744 0.00344372 -0.000961555 0.0119624 0.000174274 0.000161533 -0.0011398 0.000316167 0.00157578 0.0202234 0.00140259 0.000849578 0.00480308 -0.000604553 0.0088648 0.0148489 0.0106947 -0.000966628 -0.000594161
internal_weight=1.32592e+06 59293 44815 5747 1704 408 60 1296 1128 14478 348 3245 1107 307 50 39068 39037 4146 34891 5325 49 5276 4538 738 2217 315 132 108 11233 9361
internal_count=1325915 59293 44815 5747 1704 408 60 1296 1128 14478 348 3245 1107 307 50 39068 39037 4146 34891 5325 49 5276 4538 738 2217 315 132 108 11233 9361
cat_boundaries=0 1
cat_threshold=1056
is_linear=0
shrinkage=0.05


Tree=358
num_leaves=31
num_cat=2
split_feature=117 68 25 15 23 17 93 117 66 92 25 136 89 88 107 56 61 17 92 68 78 136 52 92 79 12 30 55 30 40
split_gain=0.893026 3.08156 2.2713 2.54323 2.24827 2.05524 6.66448 6.20401 4.20202 3.86082 4.11163 3.47033 2.9446 2.87671 2.91411 2.55819 2.42111 2.33221 6.715 5.45037 5.21663 4.33431 4.15708 5.3118 4.48005 4.78036 4.47774 4.37734 4.0259 3.97284
threshold=-0.85260769724845875 287.97834777832037 175.50000000000003 0.84499999880790722 5.0450000762939462 13.344999790191652 -0.51446658372879017 -0.43049471080303187 1.0649999976158144 -0.53822827339172352 255.50000000000003 0 1.0000000180025095e-35 1.0000000180025095e-35 -0.99810099601745594 310.68255615234381 0.37438282370567327 11.120000362396242 0.062356855720281608 278.36911010742193 3.435000061988831 1 2.1049998998641972 -0.81469601392745961 11.515000343322756 3.304999947547913 1029.350036621094 1.9149999618530276 1008.7500000000001 10.550000190734865
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 17 7 8 15 10 -8 -9 13 -11 -15 -7 -10 22 19 -19 21 -21 24 -24 -2 26 28 -25 -26 -30
right_child=5 2 4 -5 -6 6 9 11 16 12 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 23 27 25 -27 -28 -29 29 -31
leaf_value=5.1841361853073947e-05 -1.6227697902801873e-05 0.017516464770389057 -0.003287600346842558 0.002327412041443001 0.00077108147152025238 0.00079202787031620132 -0.00032780538599432637 -0.00083403353718604671 -0.0023073802103240923 -2.4060797373464779e-05 -0.003326322223691329 -0.0031502364382892897 -0.0051765012891075669 0.011677395330653303 -0.0079879950950669052 0.017509368021527066 -0.00054518452256660294 0.00015635731563282715 2.8762852729803388e-05 0.0042198955546387095 0.00076752487436694181 0.001462058033765622 0.00020511248105265067 -0.00118165157812032 -0.00075343337214412234 -0.00170309357090647 0.011476165081264192 -0.00030410176663836887 0.0005407581622634297 0.0027069430590808308
leaf_weight=113134 378948 28 355 1750 8782 4552 3052 2753 2449 293936 1828 3997 278 21 183 23 9550 26881 225486 2181 19546 4191 45382 16763 5849 2530 93 93321 55873 2200
leaf_count=113134 378948 28 355 1750 8782 4552 3052 2753 2449 293936 1828 3997 278 21 183 23 9550 26881 225486 2181 19546 4191 45382 16763 5849 2530 93 93321 55873 2200
internal_value=1.52233e-06 0.000129247 0.000931559 0.00256661 0.000613389 -1.16606e-05 -0.0001196 -0.00093366 -0.000413253 -5.61613e-05 -0.00145102 -0.00221147 -3.30414e-05 -2.81802e-05 -0.00596362 0.000876071 -0.000904849 2.79458e-05 0.000147613 0.000655182 0.00117254 0.00241492 -2.74685e-05 -0.000250078 5.02168e-05 0.000428592 0.000512841 -0.00043773 0.00049689 0.000622821
internal_weight=1.32592e+06 124049 10915 1778 9137 1.20187e+06 322622 23324 16574 299298 4880 6750 294418 294140 204 4575 11999 879244 278285 52799 25918 6372 600959 155466 445493 66545 64015 110084 63922 58073
internal_count=1325915 124049 10915 1778 9137 1201866 322622 23324 16574 299298 4880 6750 294418 294140 204 4575 11999 879244 278285 52799 25918 6372 600959 155466 445493 66545 64015 110084 63922 58073
cat_boundaries=0 1 2
cat_threshold=4256 2610
is_linear=0
shrinkage=0.05


Tree=359
num_leaves=31
num_cat=1
split_feature=95 136 40 13 30 15 38 67 86 29 20 32 60 102 16 27 29 4 39 1 117 39 34 90 74 20 40 111 36 87
split_gain=0.896496 2.70036 3.33084 4.34193 4.29059 2.99242 2.9586 2.79112 2.5181 3.48821 2.67439 3.00662 2.63334 2.3408 2.3502 2.208 2.72479 2.72021 2.22775 2.90513 2.15208 2.14044 2.11539 2.11391 2.08921 2.43151 2.05851 2.49941 2.87244 2.42267
threshold=-0.96861711144447316 0 10.449999809265138 0.80500000715255748 1018.9500122070314 0.88499999046325695 15.250000000000002 0.45499999821186071 0.87457245588302623 1011.0499877929689 6.3949999809265146 14.449999809265138 0.35509052872657781 0.69832736253738414 7.4149999618530282 312.50000000000006 1013.9500122070314 11.34999990463257 17.750000000000004 316.50000000000006 0.608738273382187 17.349999427795414 13.550000190734865 -0.46163947880268091 0.89815431833267223 6.6949999332427987 12.750000000000002 0.92249283194541942 13.050000190734865 0.83751308917999279
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 -4 5 -5 8 -3 26 -10 11 20 -12 14 -8 -9 17 -17 21 -20 -11 -18 -22 -19 -1 -26 27 28 -7 -30
right_child=-2 7 3 4 -6 6 13 15 9 10 12 -13 -14 -15 -16 16 18 23 19 -21 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0012086434775199712 1.0303525774687393e-05 0.0029346923656343791 0.019896794681347186 0.017407151522735757 -0.0081528550688714039 -0.002510453780366254 -0.01947963282895776 -0.00022935104053208407 -0.01195323438100193 0.0019189308594482449 -0.0081014624617707278 0.030640822853893041 0.0084812707200105624 0.0091092654503881938 -0.0034411210036078624 -0.00055009494352209378 0.0016006298932103157 0.015386235484766076 -0.0068416156165074515 0.0048350439633792035 0.021797667586422983 0.0099068377683487353 0.0052817064129295904 0.00069629050232470041 0.020406575824903406 0.0017006789317721843 -0.0032711388393907312 0.019565674405367602 0.0093109432394581602 0.00091237876568693143
leaf_weight=10869 1267114 789 31 30 118 217 26 37243 23 52 39 20 62 32 188 3646 4255 48 168 78 47 79 33 50 23 71 198 21 161 184
leaf_count=10869 1267114 789 31 30 118 217 26 37243 23 52 39 20 62 32 188 3646 4255 48 168 78 47 79 33 50 23 71 198 21 161 184
internal_value=1.44685e-06 -0.000189407 -0.000843024 0.0013811 0.000985515 0.00179446 0.001435 -1.37488e-05 0.0025844 0.00668966 0.00838446 0.0125749 0.00207804 -0.00350368 -0.00538973 -6.48046e-05 0.000671404 -0.000329138 0.00148931 -0.00313926 0.00983766 0.00175204 0.0149848 0.00789137 -0.00114445 0.00627765 0.00113363 0.00262959 0.00199675 0.00483171
internal_weight=1.32592e+06 58801 12445 1482 1451 1333 1303 46356 1057 276 253 152 101 246 214 45567 8324 3744 4580 246 132 4334 80 98 10963 94 781 583 562 345
internal_count=1325915 58801 12445 1482 1451 1333 1303 46356 1057 276 253 152 101 246 214 45567 8324 3744 4580 246 132 4334 80 98 10963 94 781 583 562 345
cat_boundaries=0 1
cat_threshold=6544
is_linear=0
shrinkage=0.05


Tree=360
num_leaves=31
num_cat=0
split_feature=94 71 12 79 58 107 31 6 64 92 121 132 0 17 34 75 52 31 66 93 89 52 77 89 4 60 12 91 34 58
split_gain=1.01507 3.52135 3.97878 3.71168 3.63701 3.04822 2.87602 3.05759 3.30593 3.87823 4.13014 2.86036 2.75686 2.57486 2.52809 2.51302 3.10584 3.05183 2.70251 2.4952 4.38561 4.32807 4.453 3.86309 3.47594 3.40013 3.27964 3.18672 3.03939 3.23571
threshold=-0.94477844238281239 315.99528503417974 2.2949999570846562 16.814999580383304 186.83042907714847 -0.61629575490951527 1014.1499938964845 6.0499999523162851 4.7349998950958261 -0.53822827339172352 -0.64942333102226246 1019.0499877929689 308.50000000000006 14.039999961853029 8.7500000000000018 0.72198352217674266 1.185000002384186 1014.9500122070314 12.635000228881838 -0.23378753662109372 0.040201563388109214 0.19500000029802325 1.4049999713897707 -0.84663856029510487 16.250000000000004 0.26815716922283178 2.9250000715255742 -0.95273369550704945 4.5499999523162851 298.24822998046881
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 2 3 11 5 6 -5 8 9 -8 -11 12 15 -14 -6 -1 18 -18 -17 23 -21 22 25 -2 28 -22 -25 -24 29 -23
right_child=19 -3 -4 4 14 -7 7 -9 -10 10 -12 -13 13 -15 -16 16 17 -19 -20 20 21 24 27 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00020263644596888272 0.00052137205273972262 0.0010368650097263368 -0.0016790475459361942 0.0030248432696125594 0.0084741067969298454 0.005756547417622499 0.0032533274616428874 -0.0020242033213744028 -0.0026786446505866479 0.034935650798370653 0.0078110616266106568 -0.007087518631287113 -0.0010602961839808664 0.00017749326474608395 -0.00054686792654511009 0.0022062928981061761 -0.0003570679369202196 -0.0022796333041332491 -0.0083455474130460072 -1.1836252790858316e-05 0.028868816441927965 0.0013051053551102027 0.0075139819258382839 7.5366858423862236e-05 0.017524901792690482 0.0041649923760754366 -0.0014193633031588156 -0.00056972358714048896 -0.0021072004274123135 0.022976828583826624
leaf_weight=30654 56804 5585 4662 1416 80 509 150 804 128 23 36 154 15564 5755 2661 1170 6054 3132 64 1030984 26 61 152 149713 23 30 3762 616 5228 24
leaf_count=30654 56804 5585 4662 1416 80 509 150 804 128 23 36 154 15564 5755 2661 1170 6054 3132 64 1030984 26 61 152 149713 23 30 3762 616 5228 24
internal_value=1.07662e-06 -0.000173198 -0.000265756 -0.000169364 0.00103984 0.00222298 0.00151958 -0.000348474 0.00364941 0.00752496 0.0183851 -0.00028163 -0.000264831 -0.000726159 -0.000283578 -2.53843e-05 -0.000696186 -0.00101257 0.00165903 1.20578e-05 -1.97837e-05 -0.00134994 0.00202271 0.000169108 -0.00187075 0.0156346 3.87278e-05 0.00103018 -0.00195471 0.00742418
internal_weight=1.32602e+06 78601 73016 68354 5807 3066 2557 1141 337 209 59 62547 62393 21319 2741 41074 10420 9186 1234 1.24742e+06 1.03714e+06 6160 824 210279 5336 56 153475 768 5313 85
internal_count=1326024 78601 73016 68354 5807 3066 2557 1141 337 209 59 62547 62393 21319 2741 41074 10420 9186 1234 1247423 1037144 6160 824 210279 5336 56 153475 768 5313 85
is_linear=0
shrinkage=0.05


Tree=361
num_leaves=31
num_cat=0
split_feature=72 19 28 62 119 86 4 95 25 89 26 39 107 89 109 123 103 66 76 77 97 121 54 82 12 67 20 89 104 65
split_gain=0.937201 2.68177 1.96333 2.59225 1.91686 2.09854 1.83467 1.7471 1.63701 1.61573 1.58819 1.61547 2.27372 2.07508 1.80898 2.64616 2.17377 2.14743 1.71981 1.6575 1.63042 1.62596 2.48737 1.85891 1.58703 1.56442 2.43618 2.49541 1.69527 1.66657
threshold=0.8505854904651643 9.5450000762939471 1012.4500122070314 0.56337893009185802 0.94260558485984813 0.8031597137451173 9.9499998092651385 -0.99972221255302418 346.50000000000006 1.0000000180025095e-35 176.50000000000003 13.949999809265138 0.74922442436218273 -0.96247160434722889 0.93643558025360119 0.14780378341674807 0.86835291981697094 5.7349998950958261 8.6549997329711932 2.2649999856948857 -0.59479105472564686 -0.043617725372314446 46.475000381469734 285.79806518554693 3.6350001096725468 6.8150000572204599 6.7950000762939462 -0.87441855669021595 -0.073257714509963975 15.84500026702881
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 2 3 7 -4 -6 10 -2 9 -8 -3 -12 14 19 16 21 20 -17 -19 -14 -13 22 -16 -24 25 26 27 -7 -29 -27
right_child=1 6 4 -5 5 24 8 -9 -10 -11 11 12 13 -15 15 17 -18 18 -20 -21 -22 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=1.5495305675438015e-05 -0.010900339468095738 -0.0043206669171791147 -0.00039212757994009148 9.4915496234325301e-05 0.016677251900546253 0.021254001865496062 0.00058977140105404425 -0.0016956675103191492 0.0076650688873121028 -0.0056124983480604334 -0.00020642879751755182 0.00013916291302624919 0.0057113727440419437 -0.0026416743829570438 0.00091895485900271568 -0.0012217475274621055 0.0028646882273174741 0.016502640690855882 0.0041072058294796283 0.023398878805052776 -0.0022467039634945637 -0.0037362209670035577 0.00035971893696114422 0.019468415705487133 0.0076866195265514158 -0.0041298811744171675 -0.0049525929391384125 -0.0021101294622684901 0.0099214880619069509 0.0017945184544459931
leaf_weight=1185495 52 221 14835 2676 24 28 11177 5976 81 106 73142 29288 27 27 289 43 718 74 45 26 734 133 20 35 96 205 50 52 67 282
leaf_count=1185495 52 221 14835 2676 24 28 11177 5976 81 106 73142 29288 27 27 289 43 718 74 45 26 734 133 20 35 96 205 50 52 67 282
internal_value=1.02279e-06 -0.000121067 -0.000598252 -0.00120015 -0.00026326 0.00211454 -2.10878e-05 -0.00177507 0.00058235 0.000531503 -8.65079e-05 -7.7562e-05 0.000222053 0.00864066 0.00020059 0.0028337 0.000145855 0.00835484 0.0118153 0.0143883 8.08315e-05 0.000958594 0.00277374 0.0125198 0.00166646 0.000821526 0.00458119 0.00782398 0.00466397 -0.000699325
internal_weight=1.32602e+06 140529 24343 8704 15639 804 116186 6028 11364 11283 104822 104601 31459 80 31379 639 30740 162 119 53 30022 477 344 55 780 684 197 147 119 487
internal_count=1326024 140529 24343 8704 15639 804 116186 6028 11364 11283 104822 104601 31459 80 31379 639 30740 162 119 53 30022 477 344 55 780 684 197 147 119 487
is_linear=0
shrinkage=0.05


Tree=362
num_leaves=31
num_cat=1
split_feature=94 71 136 0 62 63 55 92 106 54 95 14 90 3 113 68 114 71 110 71 60 106 62 54 2 0 37 9 93 55
split_gain=0.90718 3.18748 2.90891 3.36048 2.68116 3.03985 3.89829 2.94397 2.7891 2.65667 2.88901 2.77613 2.65562 2.93224 2.66822 2.61878 3.69401 2.94959 2.584 2.55324 2.602 3.58751 2.43256 2.57593 2.63079 2.41553 3.06511 2.76143 2.41755 2.40695
threshold=-0.94477844238281239 315.99528503417974 0 329.50000000000006 0.24675693362951281 0.51848185062408458 0.81499999761581432 -0.90125983953475941 -0.59486714005470265 5.3750000000000009 -0.93678680062293995 2.0849999189376835 -0.15651144832372663 340.50000000000006 -0.99992385506629933 323.63673400878912 -0.66259482502937306 295.87362670898443 0.3032351434230805 304.19471740722662 0.24251168221235278 -0.69840663671493519 0.54568964242935192 0.81499999761581432 255.50000000000003 353.50000000000006 11.750000000000002 8.2500000000000018 -0.69580605626106251 3.1350001096725468
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 9 10 11 18 14 15 -9 19 17 -17 -6 -14 21 -21 23 24 -5 -4 27 28 -27 -28
right_child=-2 -3 25 22 5 6 -8 12 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.001887762714812679 1.1352869767345009e-05 0.00098748765581685785 -0.00085013865226499599 0.0085346431937068697 -0.0023826655735271381 0.0053756080214940145 -0.00050380245325947696 0.012726792992214629 0.0034980118214135696 0.0011006646178829467 0.00023529580168750691 -0.0057258199420088902 0.0013111382159063294 -0.0030437235214578161 7.8627295497200105e-05 0.035090295248664916 2.4368986487388611e-05 0.0079352425178512934 -0.00012065201562946227 0.014075872025595191 0.0030272567736579267 -0.0089293030928820384 0.0002639006814177109 -0.0014229563414718291 -0.0065836118956902378 0.018967935324392535 -0.0041314883932339402 0.026324343766706688 -0.0023036938051090522 0.0075657640541774325
leaf_weight=1673 1247423 5585 18784 31 2123 287 15971 42 546 3376 6429 336 6588 330 5784 20 40 20 3115 111 911 20 2036 3777 401 22 113 24 34 72
leaf_count=1673 1247423 5585 18784 31 2123 287 15971 42 546 3376 6429 336 6588 330 5784 20 40 20 3115 111 911 20 2036 3777 401 22 113 24 34 72
internal_value=9.71654e-07 -0.000163782 -0.000251842 -6.42522e-05 7.84653e-05 0.0001499 -0.000400014 0.000450008 -1.37916e-05 -0.000138471 -0.000486994 -0.00132008 0.000982678 0.0015717 0.000169809 0.00176925 0.0107686 0.0215128 -0.00103746 0.00167489 0.00397473 0.0105636 -0.00115495 -0.00184128 -0.00549874 -0.000782852 0.00395709 0.0121344 0.00605302 0.000420956
internal_weight=1.32602e+06 78601 73016 53967 47722 46049 16258 29791 15925 15379 12003 5574 13866 8040 5826 7710 80 40 5238 7630 1042 131 6245 4209 432 19049 265 80 56 185
internal_count=1326024 78601 73016 53967 47722 46049 16258 29791 15925 15379 12003 5574 13866 8040 5826 7710 80 40 5238 7630 1042 131 6245 4209 432 19049 265 80 56 185
cat_boundaries=0 1
cat_threshold=615
is_linear=0
shrinkage=0.05


Tree=363
num_leaves=31
num_cat=1
split_feature=93 89 34 63 90 62 136 22 20 64 123 80 10 4 12 124 78 56 95 119 125 80 10 56 54 104 37 38 54 8
split_gain=0.872751 4.45825 4.68645 3.89853 3.50807 5.25151 3.53621 3.41308 4.29446 3.44286 4.26351 3.40957 3.71914 3.32331 3.24117 3.21 5.39273 3.9815 3.2064 3.16094 3.82009 4.51365 3.6524 3.59553 3.53526 3.42001 3.28959 3.27784 4.95699 3.23511
threshold=-0.12707547098398206 0.040201563388109214 4.5499999523162851 0.33052523434162145 -0.57570204138755787 0.24223368614912036 0 5.9649999141693124 6.0350000858306894 3.1950000524520878 -0.58068084716796864 309.38252258300787 9.9499998092651385 16.050000190734867 3.304999947547913 0.28400452435016638 5.2149999141693124 325.39514160156256 0.96751159429550182 0.98321744799613964 0.96811076998710643 330.30557250976568 7.4500000476837167 233.85785675048831 0.98500001430511486 -0.99326291680335987 12.449999809265138 12.949999809265138 2.0349999666213994 4.9500000476837167
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 11 13 5 6 -1 8 9 10 -6 -3 -13 19 -9 -8 -17 18 -18 20 23 -22 26 24 -4 29 -23 28 -26 -25
right_child=1 2 3 -5 7 -7 15 14 -10 -11 -12 12 -14 -15 -16 16 17 -19 -20 -21 21 22 -24 25 27 -27 -28 -29 -30 -31
leaf_value=0.00026689152414937896 -1.289112658306399e-05 -0.0028864301942490246 0.0034171760438766797 -0.0028171787495999546 -0.00053938932977611335 0.00017316894410418371 0.00090582469112231883 0.00010214100805878913 -0.0013886815832184181 -0.0011711028752331098 0.00057901969616928732 0.031274672389030457 0.0068065207411830385 0.019966967040672898 -0.0032679306811206846 -0.001487411398415045 0.0048167602602263984 -0.005105680334781937 0.013656906819893816 -0.0071227435328011573 -0.0015799803365980877 0.0097836690752402602 0.0046372710080309345 -0.0011787821427299984 -0.0058744412339365231 -0.0035298777345145783 0.032942832034567125 -0.0045258927596984093 0.008478058023522422 0.014957735687494278
leaf_weight=3081 1012853 37 688 2976 17605 154922 1770 92417 9543 7659 16515 25 41 20 719 410 1740 96 109 170 253 46 275 82 100 1247 23 401 151 50
leaf_count=3081 1012853 37 688 2976 17605 154922 1770 92417 9543 7659 16515 25 41 20 719 410 1740 96 109 170 253 46 275 82 100 1247 23 401 151 50
internal_value=9.23071e-07 -2.13221e-05 -0.0013181 -0.00148625 7.48911e-05 0.000234541 0.00155399 -0.000104288 -0.000431688 -0.000213095 1.9508e-06 0.00926346 0.0160748 -0.000356512 7.61244e-05 0.00250861 0.0037239 0.00482243 0.00533789 -0.000473113 -0.000132209 0.00348953 0.00721798 -0.00092742 0.000917072 -0.00271975 0.0175034 -0.00172107 0.00275993 0.00493354
internal_weight=1.32602e+06 1.01944e+06 6585 6482 306586 162128 7206 144458 51322 41779 34120 103 66 3506 93136 4125 2355 1945 1849 3486 3316 597 344 2719 1340 1379 69 652 251 132
internal_count=1326024 1019438 6585 6482 306586 162128 7206 144458 51322 41779 34120 103 66 3506 93136 4125 2355 1945 1849 3486 3316 597 344 2719 1340 1379 69 652 251 132
cat_boundaries=0 1
cat_threshold=5169
is_linear=0
shrinkage=0.05


Tree=364
num_leaves=31
num_cat=2
split_feature=72 17 80 23 12 18 62 36 136 60 52 29 12 95 4 38 40 2 86 16 22 90 136 103 94 31 88 26 102 78
split_gain=0.854171 2.4747 1.85829 1.91719 3.56703 2.08049 1.52644 1.78011 3.18483 3.59188 1.59021 3.35831 2.20073 2.13962 2.04142 1.48918 1.55406 1.64234 2.66981 1.58286 1.85215 2.17249 1.61947 2.33082 2.5138 1.72972 2.12367 1.79436 2.02283 1.73727
threshold=0.8505854904651643 10.405000209808351 155.05477142333987 5.7850000858306894 2.8249999284744267 8.7100000381469744 0.65702745318412792 10.84999990463257 0 0.31509949266910559 5.5650000572204599 1010.4500122070314 2.245000004768372 0.94765847921371471 10.449999809265138 17.849999427795414 12.84999990463257 303.50000000000006 0.87740421295166027 8.0099999904632586 5.9049999713897714 -0.17041142284870145 1 0.76388075947761547 0.6900547742843629 1015.4500122070314 -0.24929303675889966 305.50000000000006 0.86654403805732738 37.264999389648445
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 9 -3 11 -11 -12 14 -13 16 19 -18 -19 -4 21 -21 23 -22 25 27 -27 -25 29 -29
right_child=1 6 15 4 5 -7 -8 -9 -10 10 12 13 -14 -15 -16 -17 17 18 -20 20 22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=1.4693575439323656e-05 0.017586462695511267 0.019845447715904033 0.001255911988957188 -0.0070323387536183491 0.016185004090106019 0.003290822208131595 -9.7875017344742078e-05 0.00020406667103534549 0.0003902988249667166 -0.01103945550081941 0.0099715339459598429 0.0049638076138151235 0.00069495488768417152 0.021839289767322717 0.020227340338751676 -0.0026261605946918585 -0.0016676051891408861 0.026370417517609896 0.0022679281778875049 -0.0011644385154790137 -0.00033989176112259766 -0.0050100969463819645 -0.00088801644594437153 -0.0028251322289740547 -0.0014361013723422642 0.0011360354585255065 -0.010423040775243532 0.0061592639580360931 -0.0028049006542303313 -0.00052740438138155381
leaf_weight=1185495 22 35 1262 76 38 177 81744 21252 1816 24 74 177 470 27 25 816 36 20 27 1997 15908 450 12078 94 538 410 44 692 87 113
leaf_count=1185495 22 35 1262 76 38 177 81744 21252 1816 24 74 177 470 27 25 816 36 20 27 1997 15908 450 12078 94 538 410 44 692 87 113
internal_value=8.77018e-07 -0.000115679 -0.000480812 0.00335447 0.00227852 0.00556979 4.89303e-06 0.000356386 0.00157885 0.00411889 0.00347994 0.00675491 0.00195684 0.00861982 0.00685286 -0.000515535 -0.000464514 0.00636878 0.0125243 -0.000481357 -0.000549002 -0.00187165 -0.000440988 -0.000138547 0.00148006 0.00256957 1.57726e-05 0.00374546 0.00443788 0.00522064
internal_weight=1.32602e+06 140529 34885 313 291 215 105644 23900 2648 832 797 253 544 229 202 34572 33756 83 47 33673 32411 2447 29964 17886 1978 1440 454 986 892 805
internal_count=1326024 140529 34885 313 291 215 105644 23900 2648 832 797 253 544 229 202 34572 33756 83 47 33673 32411 2447 29964 17886 1978 1440 454 986 892 805
cat_boundaries=0 1 2
cat_threshold=784 3619
is_linear=0
shrinkage=0.05


Tree=365
num_leaves=31
num_cat=1
split_feature=76 108 52 135 11 83 83 58 41 75 64 63 136 3 54 91 36 14 12 112 79 35 6 93 53 37 1 67 114 120
split_gain=1.15523 4.58311 4.18184 4.56671 3.58799 3.53331 3.25041 3.47841 3.19836 3.11324 5.51689 2.95729 2.8663 5.6103 3.97619 2.9036 2.82885 5.72667 4.74404 3.86854 2.75252 2.65476 2.82386 3.10089 2.89305 4.56867 5.1086 3.58894 4.03856 3.43761
threshold=7.0050001144409189 -0.74641335010528553 3.9650000333786015 1016.9500122070314 1.0000000180025095e-35 283.77709960937506 307.86991882324224 220.12831878662112 18.050000190734867 0.46405979990959173 1.685000002384186 0.38920597732067114 0 1.0000000180025095e-35 0.034999999217689044 1.0000000180025095e-35 13.150000095367433 3.6049998998641972 2.1250000000000004 -0.73724925518035878 2.054999947547913 11.550000190734865 13.050000190734865 -0.9977339208126067 0.50499999523162853 11.650000095367433 339.50000000000006 8.9549999237060565 -0.52247866988182057 -0.72534674406051625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 -6 -3 -8 12 10 -7 -1 13 16 15 -15 18 -18 -2 -20 -11 -14 24 -24 25 26 27 28 -23 -30
right_child=8 6 -4 -5 5 9 7 -9 -10 20 -12 -13 21 14 -16 -17 17 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.021089510363009115 0.0045754824625260987 -1.3261422753013916e-05 0.00024080633148403064 0.020639842512485171 0.0012743175572847872 0.0018346861552666215 -0.00092658219276693589 -0.0001250389610188995 0.0093947400445240029 0.01022868243231 0.03053311305402806 0.0047931637938695721 -8.1667545834338451e-05 -0.0031270489643063885 -0.00030681799894601318 -0.01548316927955431 -0.00093701173770250441 0.022400734125188105 -0.0014018820871034088 0.015666184499859809 0.0015930331193514881 0.0040856909180106574 -0.011934376281273903 -0.0006177120035615731 0.00020023514254763542 0.00052419351006910463 0.0062792808512219774 -0.0022104198705501475 0.01362732905217854 -0.0035508093227241419
leaf_weight=45 1386 857403 4354 35 2272 34 20249 40823 92 136 33 73 104620 702 57384 51 994 27 645 35 287 1153 61 7900 208199 15870 741 508 32 324
leaf_count=45 1386 857403 4354 35 2272 34 20249 40823 92 136 33 73 104620 702 57384 51 994 27 645 35 287 1153 61 7900 208199 15870 741 508 32 324
internal_value=2.23186e-06 -2.84678e-05 0.00122208 0.00268777 0.0024696 0.00210482 -3.83649e-05 -0.000390798 7.31536e-05 0.00595566 0.0159697 0.0110079 7.1013e-05 -0.000243853 -0.000354185 -0.00396392 0.00183322 -0.000319853 0.00289725 -0.000523379 0.00436951 0.000127813 0.000221162 -0.000704424 0.000253648 0.000850624 0.00272896 0.00142465 0.00264839 -0.00200671
internal_weight=1.32647e+06 925744 7269 2915 2880 2762 918475 61072 400724 490 67 118 400632 61224 58137 753 3087 1021 2066 680 423 339408 234788 7961 226827 18628 2758 2017 1509 356
internal_count=1326468 925744 7269 2915 2880 2762 918475 61072 400724 490 67 118 400632 61224 58137 753 3087 1021 2066 680 423 339408 234788 7961 226827 18628 2758 2017 1509 356
cat_boundaries=0 1
cat_threshold=4192
is_linear=0
shrinkage=0.05


Tree=366
num_leaves=31
num_cat=2
split_feature=76 108 16 1 69 82 72 96 83 58 41 65 117 17 102 136 89 52 72 67 93 16 70 41 104 33 123 136 114 28
split_gain=1.0426 4.13626 3.96534 4.19587 4.20645 4.71399 3.17422 3.29608 2.9335 3.13926 2.88652 2.84817 2.75931 3.54114 5.33593 3.7766 3.9338 3.34068 3.5877 3.78856 3.58358 4.49543 3.30007 3.69075 4.01362 3.27996 3.20147 3.07929 3.14601 2.98354
threshold=7.0050001144409189 -0.74641335010528553 13.344999790191652 2.5000000000000004 265.83558654785162 254.36006164550784 0.65894788503646862 -0.91845041513442982 307.86991882324224 220.12831878662112 18.050000190734867 4.5850000381469735 0.26722820103168493 6.9049999713897714 -0.47482675313949579 0 -0.32184448838233942 3.495000004768372 0.57829076051712047 6.7049999237060556 -0.90254914760589589 10.405000209808351 283.73521423339849 12.050000190734865 -0.80366593599319447 9.7500000000000018 0.1650413200259209 1 0.93663650751113903 1012.2500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=1 2 3 4 -1 6 7 11 -3 -10 12 -6 27 15 -15 16 -14 18 25 22 -19 -22 23 -20 -25 -16 -24 28 -2 -21
right_child=10 8 -4 -5 5 -7 -8 -9 9 -11 -12 -13 13 14 17 -17 -18 20 19 29 21 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0016987729939205453 7.6353072729120881e-05 -1.2598351928303513e-05 -6.0942463346311467e-05 0.0016834288043523814 0.0027898412818710013 0.0002298163436353207 0.0089057691692291073 0.036553134330435944 -0.00088025308200500641 -0.00011878701214822199 0.0089250032476190008 0.025732703603083093 -0.00097464389234724099 0.0019838563433009632 -0.0019376047198531412 -0.00017791474346563348 -0.0049826974576819396 0.00089690766085429659 0.00086055181868300288 -5.1469994382705786e-05 -0.00050233581138320077 0.00012536793861885685 -0.00023331222360481352 -0.0055846996206258027 0.020707943554016506 0.0013181696484778705 -0.0025095047595570879 -0.00050836094261909987 -0.0076803069401759905 0.00079809433505414302
leaf_weight=203 61723 857403 3470 3369 24 65 78 29 20249 40823 92 31 2407 4129 820 26278 821 11381 4995 14597 37236 121904 24668 21 47 13662 1648 38776 131 35388
leaf_count=203 61723 857403 3470 3369 24 65 78 29 20249 40823 92 31 2407 4129 820 26278 821 11381 4995 14597 37236 121904 24668 21 47 13662 1648 38776 131 35388
internal_value=2.12027e-06 -2.70444e-05 0.00116098 0.00227708 0.00692826 0.0116048 0.0161689 0.0229132 -3.64467e-05 -0.000371258 6.94959e-05 0.0157213 6.74623e-05 0.00014346 0.000200195 -0.000376662 -0.00198788 0.000172546 0.00040873 0.00027967 3.97932e-05 -2.15039e-05 -0.000150947 0.00101806 0.0125882 0.00113382 -0.000375855 -0.000159104 5.99156e-05 0.000549998
internal_weight=1.32647e+06 925744 7269 3799 430 227 162 84 918475 61072 400724 55 400632 300002 270496 29506 3228 266367 95846 81364 170521 159140 31379 5063 68 14482 26316 100630 61854 49985
internal_count=1326468 925744 7269 3799 430 227 162 84 918475 61072 400724 55 400632 300002 270496 29506 3228 266367 95846 81364 170521 159140 31379 5063 68 14482 26316 100630 61854 49985
cat_boundaries=0 1 2
cat_threshold=6146 4000
is_linear=0
shrinkage=0.05


Tree=367
num_leaves=31
num_cat=1
split_feature=120 81 61 20 68 36 95 96 1 73 13 79 62 73 30 12 41 103 56 3 20 118 38 14 86 85 136 60 32 105
split_gain=0.980673 1.94044 2.32376 2.48325 3.60754 2.43228 2.26943 2.08269 2.41695 3.45481 3.13444 2.94782 2.94593 1.92528 1.91785 1.91364 1.65757 1.57007 2.38026 2.09138 2.00889 1.66225 1.70293 2.78607 2.03472 1.68009 1.57838 1.83445 1.57219 2.22678
threshold=0.88697704672813427 251.188102722168 0.29907920956611639 5.5150001049041757 326.96221923828131 18.250000000000004 -0.99316588044166554 -0.58660286664962757 88.500000000000014 0.58572745323181163 0.70499998331069957 2.7350000143051152 0.35899662971496588 0.83464214205741893 1013.0499877929689 2.0149999856948857 16.050000190734867 0.44372665882110601 330.73118591308599 269.50000000000006 7.6150000095367441 -0.99535831809043873 19.650000572204593 1.235000014305115 0.83509811758995067 0.85990700125694286 0 0.41261115670204168 19.349999427795414 -0.99336972832679737
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 1 2 2 2
left_child=-1 -2 3 5 6 7 -5 8 14 10 -10 -12 -13 -8 -3 -15 17 18 21 -20 26 -4 28 24 -24 -26 -19 -28 -23 -30
right_child=1 2 16 4 -6 -7 13 -9 9 -11 11 12 -14 15 -16 -17 -18 20 19 -21 -22 22 23 -25 25 -27 27 -29 29 -31
leaf_value=1.2705692379640508e-05 1.0942390130249554e-05 0.012928581051528455 -0.0045587631353071608 -0.012432371223985684 0.014899325503834658 -0.006757257082977166 -0.0032606030921065233 -0.0068715484267932933 -0.0015823019784875214 -0.0050634480439699613 0.030141019255474761 0.0055717372620898873 0.026868493228473445 -0.0015990129809749004 -0.003173277627821994 0.012740879618611776 -0.0037867017223443666 -0.00066163218972482493 0.0015857084443972958 0.021022706296294928 -0.00024214211000605048 -0.00010801374187647121 0.004546365738497116 -0.0044342682889566337 0.02783910194411874 0.0075900896498933435 -0.0057363431431188619 -0.0019592669864642808 0.016072197262352952 0.001038614840198977
leaf_weight=1249207 50617 22 203 64 28 78 1582 47 34 39 27 62 22 60 116 38 351 1624 31 25 5099 14988 91 58 21 20 419 1381 36 78
leaf_count=1249207 50617 22 203 64 28 78 1582 47 34 39 27 62 22 60 116 38 351 1624 31 25 5099 14988 91 58 21 20 419 1381 36 78
internal_value=2.014e-06 -0.000170856 -0.000516229 -0.00206542 -0.0029055 0.00126485 -0.00319136 0.00296058 0.00439571 0.00814722 0.0117004 0.015769 0.0111495 -0.00283932 -0.000606315 0.00396135 -0.000375486 -0.00032575 -2.68181e-05 0.0102629 -0.00087118 -6.4006e-05 -4.33849e-06 0.00469976 0.0087132 0.0179615 -0.00180794 -0.0028228 -6.35213e-05 0.00578606
internal_weight=1.32647e+06 77261 26644 2219 1772 447 1744 369 322 184 145 111 84 1680 138 98 24425 24074 15551 56 8523 15495 15292 190 132 41 3424 1800 15102 114
internal_count=1326468 77261 26644 2219 1772 447 1744 369 322 184 145 111 84 1680 138 98 24425 24074 15551 56 8523 15495 15292 190 132 41 3424 1800 15102 114
cat_boundaries=0 1
cat_threshold=1505
is_linear=0
shrinkage=0.05


Tree=368
num_leaves=31
num_cat=1
split_feature=76 52 9 1 87 11 120 118 35 16 25 102 8 61 64 105 22 95 106 90 32 89 54 31 11 77 107 84 136 126
split_gain=0.943706 2.63727 5.25454 5.06781 4.85922 4.12657 3.586 3.32678 3.26881 3.20089 3.16015 5.28413 4.2764 3.10804 3.95726 3.8751 3.52124 3.13307 3.55688 2.98209 3.41093 2.92756 3.55555 4.01312 3.32112 3.50092 3.66446 3.33459 3.04277 2.89722
threshold=7.0050001144409189 0.47499999403953558 3.1499999761581425 349.50000000000006 0.85142844915390026 18.650000572204593 -0.59480014443397511 -0.8703225553035735 9.0500001907348651 6.9049999713897714 285.50000000000006 -0.47482675313949579 1.7500000000000002 0.32803790271282202 14.404999732971193 -0.81039452552795399 7.0450000762939462 -0.69378098845481861 -0.80053159594535817 -0.59114858508110035 16.550000190734867 -0.70542740821838368 0.54500001668930065 1028.850036621094 4.2500000000000009 11.704999923706056 -0.51531025767326344 0.83239325881004345 0 0.98897820711135875
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 1 2
left_child=-1 2 13 5 -5 7 -7 -4 -6 -3 -11 12 -12 15 -15 19 -16 -17 -19 20 -2 28 23 24 -23 26 27 -26 29 -9
right_child=1 9 3 4 8 6 -8 21 -10 10 11 -13 -14 14 16 17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.5834029490110895e-05 0.0017568592566868846 -0.00045016456885780312 -0.0061898924495106403 0.0066309156909758931 -0.010289026827987043 0.019205048470216438 0.0036301959596376 0.0019158252404676578 0.0016054280301640031 -0.00018487243104306367 0.0059659108248612579 0.00013512641397910808 0.0012869379314853864 0.0003295020635791675 0.0053623978656773671 0.010917456733643945 0.030258391499519352 0.014025702696731862 0.0032146375534337435 -0.0031577207022939536 0.016007947011734358 -0.002405530152484462 -0.0024035062361393673 0.018507015611976384 0.0090723506486392585 -0.00044720518025723616 -0.0046652535954132884 0.0021521123794735462 0.00021244190500143928 0.0092628343298525734
leaf_weight=925744 262 31294 217 587 62 43 263 1658 845 85995 559 255643 3863 1485 49 234 20 85 725 267 50 1299 2108 29 200 3759 171 1343 7463 146
leaf_count=925744 262 31294 217 587 62 43 263 1658 845 85995 559 255643 3863 1485 49 234 20 85 725 267 50 1299 2108 29 200 3759 171 1343 7463 146
internal_value=1.91305e-06 6.60137e-05 0.000581444 0.000284061 0.00308636 6.0165e-05 0.00581882 -3.56404e-05 0.000792356 3.40925e-05 7.78836e-05 0.000164768 0.00187842 0.00247161 0.000873382 0.00400189 0.0125786 0.00582134 0.00434913 0.000721214 0.00404069 3.78341e-05 -0.000609352 -5.3246e-05 -0.000132727 0.000406716 0.00227946 0.0030491 0.000660018 0.00249659
internal_weight=1.32647e+06 400724 23370 20193 1494 18699 306 18393 907 377354 346060 260065 4422 3177 1554 1623 69 1044 810 579 312 18176 8909 6801 6772 5473 1714 1543 9267 1804
internal_count=1326468 400724 23370 20193 1494 18699 306 18393 907 377354 346060 260065 4422 3177 1554 1623 69 1044 810 579 312 18176 8909 6801 6772 5473 1714 1543 9267 1804
cat_boundaries=0 1
cat_threshold=86
is_linear=0
shrinkage=0.05


Tree=369
num_leaves=31
num_cat=0
split_feature=39 37 8 99 117 35 96 1 123 20 26 87 56 80 75 28 16 88 91 23 52 65 61 20 75 25 73 27 93 61
split_gain=0.88955 2.38504 1.73593 1.64555 1.59895 1.8628 1.74033 1.68965 2.37937 2.25585 3.09108 1.67198 1.5661 1.3548 1.34589 2.19186 1.46966 1.33985 2.11814 1.63832 1.16551 1.76937 1.2596 1.16115 1.3429 1.45475 1.25898 1.12451 1.15281 1.29749
threshold=8.3499999046325701 7.6499998569488534 21.150000572204593 -0.78763067722320546 -0.81408452987670887 8.3499999046325701 -0.55230027437210072 337.50000000000006 -0.46173103153705591 5.1949999332427987 328.50000000000006 0.81618887186050426 232.93756866455081 315.17565917968756 0.42047826945781713 1016.1499938964845 8.7100000381469744 1.0000000180025095e-35 -0.51364538073539723 4.9349999427795419 0.59499999880790722 16.515000343322757 0.41718783974647528 5.3750000000000009 0.66423919796943676 338.50000000000006 0.7610130012035371 338.50000000000006 -0.4340702593326568 0.44249494373798376
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 -4 5 6 -1 11 9 10 13 -6 14 -9 15 -13 -16 19 -19 -10 21 27 -22 26 25 -25 -14 28 -21 -30
right_child=1 -3 3 -5 7 -7 -8 8 17 -11 -12 12 23 -15 16 -17 -18 18 -20 20 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.023246912153924562 0.013056837221208428 4.4729861987084782e-06 0.015159853764207049 -0.0013738261058245339 -0.00035551693006265564 -0.00058115430475246053 0.0035763614921724301 -0.00086616858432535075 0.010187312526191032 0.0019936851573107198 0.028181319709983655 -0.0067106445583825312 -0.0051469078406626073 0.01437360106687993 -0.0070368115968891462 0.012566491556032722 -0.0015586901036786496 0.0013435375428310148 -0.018853916544467213 -0.0071417221892193924 -0.0051303807934452491 0.011246858554353055 -0.00051768340615396756 0.00077902429541302077 -0.0019572025375399565 0.014562331956403796 0.0059588179067109849 0.010689906525170954 -0.00012563851911578645 0.0078915947410105568
leaf_weight=22 35 1319342 34 27 2481 54 23 35 37 418 20 30 288 25 362 29 185 27 25 54 222 38 444 447 866 20 28 25 771 54
leaf_count=22 35 1319342 34 27 2481 54 23 35 37 418 20 30 288 25 362 29 185 27 25 54 222 38 444 447 866 20 28 25 771 54
internal_value=1.81747e-06 4.81924e-06 -0.000556701 0.00784167 -0.000629574 0.00567986 0.0131931 -0.000719696 0.000427028 0.00346589 0.0111581 -0.00125117 -0.00223659 0.00548374 -0.00441019 0.00276456 -0.00518406 -0.000464752 -0.00836678 -0.000214961 -0.000454317 0.000677552 -0.00205525 -0.0014378 -0.000791798 0.00136932 -0.00416286 0.000233267 -6.41344e-05 0.000399126
internal_weight=1.32647e+06 1.31938e+06 7091 61 7030 99 45 6931 2195 498 80 4736 2255 60 606 59 547 1697 52 1645 1608 942 666 1649 1333 467 316 904 879 825
internal_count=1326468 1319377 7091 61 7030 99 45 6931 2195 498 80 4736 2255 60 606 59 547 1697 52 1645 1608 942 666 1649 1333 467 316 904 879 825
is_linear=0
shrinkage=0.05


Tree=370
num_leaves=31
num_cat=1
split_feature=39 122 125 94 76 39 36 88 62 86 20 22 88 20 136 69 22 53 70 95 93 74 61 59 25 105 36 99 59 28
split_gain=1.16982 2.5013 2.6429 2.01019 1.73348 1.22952 1.73887 1.91149 1.71264 1.67173 1.16678 1.39662 1.09311 2.972 2.99171 3.05426 2.69698 3.6199 3.7241 2.85647 2.48932 2.25867 2.42827 2.7396 2.50868 5.2176 2.93532 3.11198 2.17937 2.17347
threshold=6.7500000000000009 -0.3172925859689712 0.9170251488685609 0.31046961247920996 28.085000038146976 7.2500000000000009 6.9500000476837167 -0.73349520564079274 0.40916301310062414 0.87055215239524852 4.7449998855590829 4.9449999332427987 0.76578259468078624 6.5750000476837167 0 161.72990417480472 6.4849998950958261 1.7250000238418581 244.56324005126956 -0.91066935658454884 -0.85735636949539173 0.54678142070770275 0.3237347304821015 322.11167907714849 336.50000000000006 -0.53154027462005604 14.550000190734865 -0.92568483948707569 160.17214202880862 1019.6499938964845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -9 -2 -8 -12 -7 14 21 28 -17 18 -18 -20 -21 22 23 29 25 26 27 -24 -16 -14
right_child=5 -3 -4 -5 -6 12 10 8 -10 -11 11 -13 13 -15 15 16 17 -19 19 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0033954046492538138 0.018326324431432617 -0.0018358966962907575 0.019791761320084336 -0.0022002515943436805 0.022816833779215812 1.3041072508208071e-06 -0.015572412008242238 -0.0091538809971617799 0.0086231529450742535 0.0015502763315894163 0.0084738302743062374 -0.0042558659815645208 -0.0058297411223347285 -0.0029244971787274563 -0.017157610195378464 0.00053949154473995303 0.030451495521701871 -0.00052616858120523426 0.02429918218748009 -0.0093775779306888574 0.0080581800595658122 -0.0041758198342116467 0.0062312890274020347 0.014072607700591502 -0.011694252956658602 0.022963102660977688 0.0093627099241618255 -0.017402606113658597 -0.002772144108478512 0.0069644484716730242
leaf_weight=27 27 125 35 59 20 1319520 21 42 20 33 23 341 223 1185 36 2548 20 144 22 25 113 659 26 23 20 39 62 30 98 39
leaf_count=27 27 125 35 59 20 1319520 21 42 20 33 23 341 223 1185 36 2548 20 144 22 25 113 659 26 23 20 39 62 30 98 39
internal_value=-1.85423e-06 0.00331362 0.00787879 0.00394526 0.0116598 -2.51965e-06 -0.00246431 0.00273746 -0.00341935 0.0090995 -0.00411266 -0.00345152 -1.57755e-06 -0.000717392 -8.36578e-05 0.000739144 0.00108586 0.00538265 0.0101097 0.00756698 0.00489953 -0.00227632 0.000383876 -0.0024728 0.00498361 0.00710818 0.00186799 -0.00642973 -0.0066369 -0.00392526
internal_weight=1.3256e+06 266 141 106 47 1.32534e+06 507 122 62 60 385 364 1.32483e+06 5312 4127 3006 2872 324 180 160 138 1121 462 285 177 157 118 56 134 262
internal_count=1325605 266 141 106 47 1325339 507 122 62 60 385 364 1324832 5312 4127 3006 2872 324 180 160 138 1121 462 285 177 157 118 56 134 262
cat_boundaries=0 1
cat_threshold=1045
is_linear=0
shrinkage=0.05


Tree=371
num_leaves=31
num_cat=1
split_feature=39 122 93 30 15 99 39 36 61 70 79 88 103 53 136 94 55 94 89 106 111 122 15 105 82 3 107 116 31 123
split_gain=1.05576 2.25742 2.48079 1.9222 2.16107 1.12154 1.10964 1.56933 1.82746 1.8812 1.07586 0.986531 2.84528 2.95696 2.57271 2.42789 3.25837 3.86372 3.1545 3.59427 2.66289 2.85372 2.79344 2.74641 2.57294 2.86034 2.4023 2.17264 2.16304 3.51149
threshold=6.7500000000000009 -0.3172925859689712 -0.32861505448818201 1019.7500000000001 2.8349999189376835 -0.83551785349845875 7.2500000000000009 6.9500000476837167 0.37651549279689794 309.21733093261724 30.855000495910648 0.76578259468078624 0.73578074574470531 0.2650000005960465 0 0.061322880908846862 3.5349999666213994 0.085712336003780379 0.79114130139350902 -0.68986257910728443 0.87582668662071239 -0.23343648016452787 1.6649999618530276 -0.48042057454586024 326.56967163085943 340.50000000000006 -0.63843470811843861 0.94828754663467418 1020.3500061035157 -0.67556449770927418
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 -2 -10 -3 -8 14 -14 -13 27 17 -17 20 -20 23 -22 -23 24 25 -19 -26 28 -16 -30
right_child=6 10 3 -5 -6 -7 11 -9 9 -11 -12 12 13 -15 15 16 -18 18 19 -21 21 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.018811440971007367 -0.0032249727380985862 -0.0039468075527682436 -0.013624698676479361 0.015703239545226098 0.012756633470037386 0.00058064358732239768 1.2389020186347352e-06 -0.0039070238764193693 0.017432561572340709 -0.0006199892489584508 0.0080244188194426355 -0.0028407678176194575 -0.0098520546498627459 -0.0019872231204052259 -0.00059999151459339906 0.024811571552639917 -0.0048608873587307668 0.0027177995207043402 0.028694990284740925 0.0021425731166695747 0.021091363478351284 -0.011748605081811548 0.011932715429275325 -0.0058795848013167944 0.0023384304816136139 -0.011670313886291273 0.026551568313013942 -0.010396426598066992 0.017287321602237751 0.0013161582805222207
leaf_weight=36 64 102 24 25 23 33 1319520 385 31 27 23 710 138 892 2315 21 130 520 25 26 37 20 33 112 20 37 21 53 44 158
leaf_count=36 64 102 24 25 23 33 1319520 385 31 27 23 710 138 892 2315 21 130 520 25 26 37 20 33 112 20 37 21 53 44 158
internal_value=-1.76151e-06 0.00314794 0.00748485 0.00360145 -0.000180362 -0.00540055 -2.39367e-06 -0.00234109 0.00260059 0.00902879 -0.0017441 -1.49867e-06 -0.000681522 -0.00304096 -0.000113979 0.000434755 0.00252364 0.00362455 0.00310172 0.0151585 0.0023331 0.0104354 0.00299637 0.00130605 0.00265185 0.00176204 0.0147403 -0.000377975 -0.000167018 0.00479503
internal_weight=1.3256e+06 266 141 105 80 57 1.32534e+06 507 122 58 125 1.32483e+06 5312 1030 4282 3572 1002 872 851 51 800 90 53 710 598 557 41 2570 2517 202
internal_count=1325605 266 141 105 80 57 1325339 507 122 58 125 1324832 5312 1030 4282 3572 1002 872 851 51 800 90 53 710 598 557 41 2570 2517 202
cat_boundaries=0 1
cat_threshold=5121
is_linear=0
shrinkage=0.05


Tree=372
num_leaves=31
num_cat=0
split_feature=103 122 117 14 26 18 58 52 83 64 77 22 110 82 8 87 100 14 59 63 79 89 105 84 2 55 52 105 41 43
split_gain=0.964564 2.53188 2.19857 2.17852 3.63502 2.84235 2.69959 3.95634 2.41597 3.29576 2.30149 2.04145 2.21841 2.01637 1.95218 1.90965 2.51223 1.90119 1.83084 2.1602 1.9773 2.29774 2.3743 4.38032 2.26898 1.91106 2.092 2.152 1.81346 3.18774
threshold=-0.94393011927604664 -0.97233289480209339 -0.99901017546653736 0.6850000023841859 276.50000000000006 11.775000095367433 321.61389160156256 0.70499998331069957 254.41046142578128 2.6350001096725468 33.995000839233406 5.2149999141693124 0.86892831325531017 290.91131591796881 5.7500000000000009 0.79867941141128551 -0.47229689359664911 1.3949999809265139 255.684928894043 0.3053871095180512 3.995000004768372 0.30732406675815588 -0.99713650345802296 0.79363888502120983 275.50000000000006 0.69499999284744274 1.0950000286102297 -0.94888621568679798 17.150000572204593 15.750000000000002
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 2 -1 4 5 14 8 -8 9 13 11 12 -10 -5 -3 -9 -17 18 19 20 21 22 -4 24 -24 -21 27 -27 29 -7
right_child=-2 3 17 6 -6 28 7 15 10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 25 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0044360296039725657 -6.3595058828754863e-06 -0.011773421498440692 0.012434256991222151 0.0037277292218715515 -0.012939769655900277 -0.00029528902224044734 0.02701804819093509 -0.0080621636974123802 -0.0011457936287597576 -2.2460154699529457e-05 0.012148194540733178 0.00018695718004910073 -0.0077973125257473717 -0.011215939623830112 0.004806280330839483 0.01679363936548018 -0.0029808724363302366 -0.0034218961005063574 -0.0046382197205425257 -0.0067461394859393217 0.015714764301241798 0.020810303260181434 0.011888957772809532 -0.012256367262064791 -0.0045048053725622594 0.010006825653243073 0.0020116149769304269 -0.0042045007779961457 -0.010020021768425414 0.014006185824317591
leaf_weight=125 1309801 92 53 1217 74 539 22 26 1943 1521 38 7888 134 23 22 36 29 131 79 55 55 21 62 48 32 159 1264 32 42 42
leaf_count=125 1309801 92 53 1217 74 539 22 26 1943 1521 38 7888 134 23 22 36 29 131 79 55 55 21 62 48 32 159 1264 32 42 42
internal_value=-1.67451e-06 0.000386608 0.00199622 0.000137782 -0.00237571 -0.001315 0.000296083 0.00799032 0.000227965 0.00153731 -0.000133437 -0.000180271 -0.00157492 0.00345055 -0.00857383 0.00339021 0.00797116 0.00240005 0.00281009 0.00314047 0.00725092 0.00509578 0.00340344 3.27886e-05 0.0063081 0.00240277 0.00274861 0.00762587 1.32554e-05 0.000738553
internal_weight=1.3256e+06 15804 2116 13688 811 737 12877 113 12764 2761 10003 9965 2077 1240 114 91 65 1991 1860 1781 271 216 195 142 94 1510 1455 191 623 581
internal_count=1325605 15804 2116 13688 811 737 12877 113 12764 2761 10003 9965 2077 1240 114 91 65 1991 1860 1781 271 216 195 142 94 1510 1455 191 623 581
is_linear=0
shrinkage=0.05


Tree=373
num_leaves=31
num_cat=0
split_feature=93 53 18 85 82 56 60 59 91 63 97 2 103 19 19 30 54 66 3 17 87 52 35 127 16 16 70 32 113 83
split_gain=0.957835 3.23376 3.35122 3.17475 2.94451 2.58533 3.67953 2.67009 3.27905 2.48738 3.91593 3.42416 2.72919 2.62645 2.73434 2.82596 3.18367 2.535 3.27849 3.04887 2.82215 2.45749 2.35386 2.33646 3.25483 2.89233 3.04888 2.82743 2.80522 3.42832
threshold=-0.95128270983695973 3.5649999380111699 9.5450000762939471 0.73298716545104992 310.79467773437506 211.93372344970706 0.36935018002986914 206.74421691894534 -0.87340375781059254 0.29017858207225805 -0.98770081996917714 287.50000000000006 -0.15747343003749845 15.405000209808351 9.5450000762939471 1019.3500061035157 1.1050000190734866 0.90500000119209301 222.50000000000003 7.4149999618530282 0.85201802849769603 4.6349999904632577 19.150000572204593 0.1650413200259209 7.4149999618530282 9.5450000762939471 212.85578918457034 17.849999427795414 -0.9914070963859557 277.66618347167974
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 -3 -4 6 7 -1 -9 10 11 12 -10 14 15 -11 -17 18 -12 -19 -20 23 -16 -7 27 -26 -27 28 29 -25
right_child=-2 2 4 -5 -6 21 -8 8 9 13 17 -13 -14 -15 22 16 -18 19 20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0023451305569188547 8.7090855152141361e-06 0.0064929107964332607 0.00016611998312113054 0.00086369351100502954 -0.0012358141865357886 0.00097139958201707165 -0.00031902170098004745 -0.0024731872159034791 0.018981046579955592 -1.5012928326005556e-05 0.017975429427671306 0.021437710965013443 -0.0027001361184297726 0.0072227484974204201 -0.0036946806000011673 -0.00086120940977707505 0.019634329606778921 -0.0085184726487607405 -0.0049614386207520456 0.0014453841418334615 0.013181201341178487 -0.0038971915196998929 0.0066358668200861108 -0.00076195949639536837 0.0011975912124084418 0.0027881990705621892 -0.0016856173999806507 -0.0088027140320277066 -0.001986936767105913 0.014748808074530148
leaf_weight=4989 1252073 258 18675 8580 4685 5562 17035 1662 21 1205 47 48 47 104 843 36 40 94 58 419 34 381 59 95 3530 455 2336 141 2036 57
leaf_count=4989 1252073 258 18675 8580 4685 5562 17035 1662 21 1205 47 48 47 104 843 36 40 94 58 419 34 381 59 95 3530 455 2336 141 2036 57
internal_value=-1.59078e-06 -0.000176973 0.000198713 0.00102802 -0.000115047 -0.000469621 -0.000761739 -0.00153875 -0.000685873 0.000286472 0.00274847 0.011213 0.00399552 -0.000540295 -0.000910133 0.000574769 0.00992592 0.00124252 0.00723196 -0.000380352 0.00174345 6.56705e-05 -0.00301896 0.000171908 -0.000342169 0.000246563 -0.000956278 -0.00194001 -0.00149776 0.00505458
internal_weight=1.3256e+06 73532 32198 8838 23360 41334 26741 9706 4717 3055 768 116 68 2287 2183 1281 76 652 139 513 92 14593 902 14212 8650 6321 2791 2329 2188 152
internal_count=1325605 73532 32198 8838 23360 41334 26741 9706 4717 3055 768 116 68 2287 2183 1281 76 652 139 513 92 14593 902 14212 8650 6321 2791 2329 2188 152
is_linear=0
shrinkage=0.05


Tree=374
num_leaves=31
num_cat=1
split_feature=39 122 125 94 76 39 55 22 60 101 91 83 87 79 92 13 88 75 114 82 41 55 97 120 102 136 108 38 99 87
split_gain=0.953174 2.03651 2.25304 1.73903 1.52101 1.0004 1.47104 1.7744 3.32635 1.38876 1.29658 1.12031 0.992431 0.970964 0.951484 0.932931 0.896811 0.890687 1.74941 1.63901 1.77751 3.30749 3.07807 2.15634 1.74544 2.30417 2.83643 2.82048 2.64335 1.83874
threshold=6.7500000000000009 -0.3172925859689712 0.9170251488685609 0.31046961247920996 28.085000038146976 7.2500000000000009 2.1550000905990605 4.9049999713897714 0.31971502304077154 0.42107772827148443 1.0000000180025095e-35 327.87075805664068 0.78209239244461071 30.855000495910648 0.5246502459049226 3.2350000143051152 -0.59581279754638661 0.88001176714897167 0.04361772537231446 307.21029663085943 10.250000000000002 1.2050000429153445 -0.37965649366378779 0.26722820103168493 0.62974584102630626 0 0.016871717758476738 10.750000000000002 -0.99034014344215382 0.89529925584793102
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 1 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -2 -9 12 -8 -11 -3 -5 -14 -17 -7 19 24 -21 22 -22 -23 -19 26 27 -26 -29 -27
right_child=5 13 -4 14 -6 17 11 9 -10 10 -12 -13 15 -15 -16 16 -18 18 -20 20 21 23 -24 -25 25 29 -28 28 -30 -31
leaf_value=0.0029126936017915056 0.01998927980047566 -0.003747838166286736 0.018109756851834909 0.0066293387394398455 0.02110500054433942 9.1530917692417557e-06 -0.0010819071456544885 -0.010518414815699028 -0.0075059510936791255 0.0013566185780089454 0.0090905490508746533 0.011843422548845411 -0.006941006380317128 0.0076248341655034734 -0.0067843859967512965 0.0083017932124097235 -0.0059747817095326776 -0.00010968810303636546 -0.0037791648600407806 -0.00054373202247335912 0.002179002299761543 -0.0016341401918274958 0.026070324863706321 0.010265747165734258 0.024725967971608045 -0.0014306097508952388 0.00099615189714656366 0.022239712737500666 0.003057270220481521 0.0030388491106377708
leaf_weight=27 22 102 35 20 20 1244511 38 74 22 72 21 30 184 23 39 22 22 48759 333 23455 26 184 28 48 20 1628 5376 20 176 268
leaf_count=27 22 102 35 20 20 1244511 38 74 22 72 21 30 184 23 39 22 22 48759 333 23455 26 184 28 48 20 1628 5376 20 176 268
internal_value=-1.51124e-06 0.00299125 0.0071105 0.00347866 0.0106541 -2.1119e-06 -0.00222271 -0.00328269 0.00624166 -0.00434363 -0.00292016 0.00462044 -0.00376091 -0.00165527 -0.00223736 -0.00537698 0.00116351 -1.2621e-06 -0.000162637 -0.000147581 -0.000495958 0.00342202 0.0145671 0.000827905 -5.36874e-07 0.000710214 0.00121969 0.00683978 0.00501466 -0.00079466
internal_weight=1.3256e+06 266 141 106 47 1.32534e+06 507 439 44 395 321 68 300 125 59 228 44 1.32483e+06 80321 79988 23741 286 54 232 56247 7488 5592 216 196 1896
internal_count=1325605 266 141 106 47 1325339 507 439 44 395 321 68 300 125 59 228 44 1324832 80321 79988 23741 286 54 232 56247 7488 5592 216 196 1896
cat_boundaries=0 1
cat_threshold=851
is_linear=0
shrinkage=0.05


Tree=375
num_leaves=31
num_cat=2
split_feature=75 88 88 52 67 19 52 52 136 11 136 60 23 116 94 93 72 30 32 124 72 54 115 25 110 37 43 12 3 79
split_gain=0.965431 1.68149 1.58285 4.38078 5.10444 3.86785 5.69302 4.43918 4.52876 4.72913 4.04098 3.88463 3.86689 3.7111 3.59002 3.46583 3.44124 3.41896 3.23087 3.24401 3.26862 4.65998 6.81768 3.213 3.15886 5.04241 6.41787 4.40852 4.40035 4.26809
threshold=0.85295313596725475 0.92272827029228222 -0.72862431406974781 0.35500000417232519 0.63499999046325695 11.120000362396242 7.1949999332427987 2.1049998998641972 0 11.250000000000002 1 0.28034956753253942 4.6349999904632577 -0.88697704672813404 -0.90271338820457447 0.19080390781164172 0.33388194441795355 1016.6499938964845 16.94999980926514 -0.97233289480209339 0.28192415833473211 0.42499999701976782 -0.85260769724845875 354.50000000000006 0.23815660178661349 15.550000190734865 8.7500000000000018 0.91500002145767223 261.50000000000006 3.0949999094009404
decision_type=2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 18 7 10 8 9 12 23 15 -5 -6 -8 -9 -15 -14 19 -1 21 22 -21 -7 25 26 27 -4 -27 -30
right_child=1 -3 24 5 13 6 14 11 -10 -11 -12 -13 17 16 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0079582355788928305 -0.00012564020645701728 -0.0049480952234689192 0.00086674904900579768 -0.0034058933274021112 -0.010617769622964965 0.0010903403222693147 -0.0028833701680101554 0.0017489829883651749 3.0746839129601809e-05 -0.002278552655192377 0.0002870133624786856 -0.00049336680312934891 0.0032282132686313478 0.0077668096981942658 3.3116287143168807e-05 -0.0011803610552196446 0.0015133286444624255 0.00051405844324072057 -0.0034512991498874494 0.0040907924805112465 9.8339963468908328e-05 -0.012402122820584248 0.028480294254871138 0.016702992589015402 -1.9905087809879525e-06 0.00056880822058390191 -0.0031782165071979605 -0.00096403108816122101 -0.0014809686189118524 0.00038099977554786381
leaf_weight=120 135182 181 4012 314 62 23219 1064 3663 41969 739 41076 70179 3424 225 126958 1394 9888 1755 721 108 4227 26 39 33 804958 17077 2789 18227 7029 5475
leaf_count=120 135182 181 4012 314 62 23219 1064 3663 41969 739 41076 70179 3424 225 126958 1394 9888 1755 721 108 4227 26 39 33 804958 17077 2789 18227 7029 5475
internal_value=-5.55631e-06 -0.000132089 8.82748e-06 0.000101696 0.000924715 6.15181e-05 0.000201697 -0.000156921 0.000217692 0.00147425 0.000585438 -0.000396923 0.00198182 0.00157769 8.87716e-06 0.000941487 0.00165246 0.00230847 -0.00034299 0.000152827 0.000374037 0.0071103 0.0105615 0.00111202 -2.69561e-05 -0.000394958 -0.000917294 -0.000633751 4.69823e-05 -0.000665687
internal_weight=1.32613e+06 135363 1.19077e+06 331203 15416 315787 192350 123437 48201 6232 64328 75236 5493 10175 128022 5057 10113 5179 5241 4520 4400 173 147 23252 859567 54609 25028 22239 29581 12504
internal_count=1326133 135363 1190770 331203 15416 315787 192350 123437 48201 6232 64328 75236 5493 10175 128022 5057 10113 5179 5241 4520 4400 173 147 23252 859567 54609 25028 22239 29581 12504
cat_boundaries=0 1 2
cat_threshold=34 914
is_linear=0
shrinkage=0.05


Tree=376
num_leaves=31
num_cat=0
split_feature=104 0 63 12 101 35 16 7 36 90 12 17 96 120 30 123 28 106 29 89 76 93 52 55 89 123 116 95 71 37
split_gain=0.876169 1.92037 1.85127 2.22802 1.81359 2.2552 1.80049 1.86528 2.04416 1.96609 1.93937 3.10562 2.9973 3.38184 2.67578 3.59804 3.51988 2.70286 2.6675 2.64738 2.19113 1.75409 2.75047 4.07905 1.74514 1.66131 2.0511 1.65534 2.25255 2.05015
threshold=0.075905535370111479 99.000000000000014 0.32647074759006506 0.60500001907348644 0.70686939358711254 12.34999990463257 13.344999790191652 7.8500001430511483 11.449999809265138 -0.9465075135231017 1.1749999523162844 4.8800001144409189 -0.97813114523887623 0.93663650751113903 1017.2500000000001 0.9536806344985963 1013.8500061035157 1.0000000180025095e-35 1013.9500122070314 0.18273454159498217 1.8149999976158144 0.62956055998802196 7.805000066757203 6.0850000381469735 0.14773998409509662 0.8038262426853181 -0.41467745602130884 -0.90099188685417164 270.86734008789068 16.94999980926514
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 2 4 -4 24 -6 7 8 9 -3 12 -12 14 18 16 -16 -10 -18 19 -14 -15 -13 23 -23 -2 -20 -27 28 -5 -29
right_child=1 6 3 27 5 -7 -8 -9 10 -11 11 21 13 20 15 -17 17 -19 25 -21 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-8.6767552441672826e-06 -0.0035066295905224775 0.0011912603044211643 0.01192941949583399 -0.0074041830387885704 -0.0045531100006057671 0.0089486702282171142 -0.00013583882783425985 0.00054574833182301251 0.0019784050339478115 0.010780402042643251 -0.0088573916939397659 0.0010411192766225867 0.0031264194538668981 0.0012171240839441973 -0.0022964226980611946 0.019336536851037166 0.040305842105299236 0.014622634525100389 -0.005618512602931996 0.024006485901772977 0.019031881790401207 0.0045518352857066525 -0.0051241534203290938 0.032280314137183484 -0.012777549165654026 0.011711538928405693 -0.0024579619727651213 -4.0677762950436258e-05 0.0052048772183732822 0.0072306520319034466
leaf_weight=1316925 280 84 39 154 65 59 1867 1577 21 147 75 839 63 28 57 29 20 21 148 20 45 36 25 21 62 39 74 3167 46 100
leaf_count=1316925 280 84 39 154 65 59 1867 1577 21 147 75 839 63 28 57 29 20 21 148 20 45 36 25 21 62 39 74 3167 46 100
internal_value=-5.27837e-06 0.000480758 -0.000348283 4.52556e-05 -0.00330911 0.00187112 0.00110966 0.00179988 0.00290355 0.00729344 0.00225392 0.00092655 0.00459386 0.00242429 0.0107068 0.00499841 0.0186248 0.027151 0.000350044 0.00815776 0.0121988 0.00172329 0.00870303 0.0147676 -0.00518732 -0.00213287 0.0024324 -8.84284e-05 -0.0045041 0.000181891
internal_weight=1.32613e+06 9208 3972 3506 466 124 5236 3369 1792 231 1561 996 565 417 148 86 62 41 344 83 73 921 82 57 342 261 113 3467 200 3267
internal_count=1326133 9208 3972 3506 466 124 5236 3369 1792 231 1561 996 565 417 148 86 62 41 344 83 73 921 82 57 342 261 113 3467 200 3267
is_linear=0
shrinkage=0.05


Tree=377
num_leaves=31
num_cat=2
split_feature=75 14 82 28 92 34 68 60 136 85 74 98 1 83 69 66 14 136 121 61 4 52 65 25 37 60 29 35 110 54
split_gain=0.874428 1.56893 2.09209 2.07397 2.01197 1.90055 1.4837 1.93574 2.10403 2.93983 1.77359 1.73732 1.45929 1.44123 1.78298 1.43606 3.56491 3.6505 3.47759 3.82965 2.66277 2.65404 4.06418 3.64353 3.38803 3.36878 4.92891 4.65975 4.55384 4.52202
threshold=0.85295313596725475 1.825000047683716 314.05899047851568 1011.4500122070314 -0.98365771770477284 9.9499998092651385 319.03666687011724 0.35115532577037817 0 0.89500156044960033 0.80913570523262035 -0.74321886897087086 314.50000000000006 304.98315429687506 314.86093139648443 6.4749999046325692 1.1950000524520876 1 -0.62249094247817982 0.28919710218906408 2.9500000476837163 2.0349999666213994 28.545000076293949 195.50000000000003 18.849999427795414 0.56553816795349132 1016.3500061035157 1.7500000000000002 0.5960921347141267 2.9650000333786015
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 -2 6 -5 7 8 -3 10 -10 -12 -4 -8 -15 21 17 18 -17 -20 -19 22 -1 24 -23 26 -25 28 -28 -29
right_child=1 4 12 5 -6 -7 13 -9 9 -11 11 -13 -14 14 -16 16 -18 20 19 -21 -22 23 -24 25 -26 -27 27 29 -30 -31
leaf_value=2.3756673743629972e-05 -0.0013190579964943564 -0.0070540925859517408 -0.0011484190202845181 -0.0017629178059873033 -6.7208193553436012e-05 -3.5811147457349001e-06 -0.0063366744583472608 0.0018711895943229969 -0.0041006332903634757 -0.0088358722437097102 0.0022724537968035574 0.017013567159088649 -0.0041965344537062957 0.016369982954819461 0.0044264605004657228 -0.0010765644162201316 9.6298982375051063e-05 -0.0008889222535857236 0.023800717464515144 0.0064989111859066464 0.0026503754629749595 0.00012029909473953731 -0.0060012431910477712 -0.00016874778137700156 0.0017327614410909409 5.268043338750512e-05 -0.0014014889571820274 -0.0016786856596856408 0.0071630072623139075 -0.00056105661346356227
leaf_weight=762803 4513 131 1272 1664 105720 19808 25 1263 32 49 39 41 568 37 201 143 243331 1008 35 371 1124 21931 280 63986 3826 50705 277 13620 353 26977
leaf_count=762803 4513 131 1272 1664 105720 19808 25 1263 32 49 39 41 568 37 201 143 243331 1008 35 371 1124 21931 280 63986 3826 50705 277 13620 353 26977
internal_value=-5.01445e-06 -0.000125436 -0.000460081 -0.000344712 -3.88474e-05 -0.000139923 0.00161039 0.00102295 -0.00264597 0.00129827 0.00584787 0.00982727 -0.00208936 0.00508362 0.00628323 8.67464e-06 0.000116278 0.00192956 0.00552804 0.00799045 0.00097245 -1.93448e-05 2.15459e-05 -0.000191097 0.000359818 -0.000282106 -0.000443448 -0.000869794 0.00339735 -0.000936013
internal_weight=1.32613e+06 135363 27825 25985 107538 21472 1818 1555 292 161 112 80 1840 263 238 1.19077e+06 246012 2681 549 406 2132 944758 763083 181675 25757 155918 105213 41227 630 40597
internal_count=1326133 135363 27825 25985 107538 21472 1818 1555 292 161 112 80 1840 263 238 1190770 246012 2681 549 406 2132 944758 763083 181675 25757 155918 105213 41227 630 40597
cat_boundaries=0 1 2
cat_threshold=322 768
is_linear=0
shrinkage=0.05


Tree=378
num_leaves=31
num_cat=2
split_feature=52 56 55 95 52 8 93 136 31 81 136 126 118 39 34 35 88 80 66 73 118 76 99 55 24 91 65 78 54 120
split_gain=0.82883 4.25361 4.53709 4.52178 4.46521 4.65756 3.92271 4.97718 5.53425 4.13286 3.76325 4.43233 4.36148 4.35685 3.73876 3.53631 3.52557 3.49303 3.43177 3.61266 3.44739 3.40798 4.33937 3.37158 3.52918 3.50031 3.30979 3.30107 3.28581 3.19416
threshold=3.1950000524520878 208.90525817871097 2.935000061988831 -0.86772087216377247 1.3849999904632571 0.45000000298023229 -0.8452012538909911 0 1012.6499938964845 211.64347839355472 1 1.0000000180025095e-35 0.98624804615974437 15.550000190734865 20.550000190734867 9.8499999046325701 -0.99832284450530995 262.15328979492193 3.435000061988831 0.80524599552154552 -0.9366365075111388 18.914999961853031 1.0000000180025095e-35 1.1749999523162844 357.50000000000006 -0.87340375781059254 1.485000014305115 44.93499946594239 3.5049999952316289 -0.39873388409614557
decision_type=2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 16 5 -3 7 21 -9 -10 11 12 13 -7 -11 -13 -4 -16 20 -20 -17 -1 -23 24 25 -6 -25 -22 -2 -5
right_child=28 2 3 29 23 10 -8 8 9 14 -12 15 -14 -15 17 18 -18 -19 19 -21 27 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00014044180517592612 -0.00044642636285801651 0.0026994175676818759 0.010183259941361569 5.4708488006671882e-05 0.00012868351628484172 -0.00061625103362734674 -3.4122615468262594e-06 0.0001626294142195158 0.0030839392546099824 -0.0021669728503862866 -6.4244414447243563e-05 -0.00050388459426974281 0.017024604558340602 0.001657515671365651 -0.0040582116420890364 0.0048443723978165718 0.0019763105498113577 0.012224904648175506 0.0026640658854686578 0.0005288401805170356 0.00067289408756500565 -0.0020407136359840736 0.017414190189848685 0.00084043631172585646 0.018640249352092329 -0.0015683566244950259 -0.00023744519417198784 -0.0062388295849253031 -1.1956429312234939e-05 0.0010168780140568272
leaf_weight=21463 49243 2051 135 17596 4725 10639 685896 4987 407 10061 38880 3410 37 2627 53 492 4267 87 6169 2918 13447 2460 29 8927 23 8513 35222 175 374274 16920
leaf_count=21463 49243 2051 135 17596 4725 10639 685896 4987 407 10061 38880 3410 37 2627 53 492 4267 87 6169 2918 13447 2460 29 8927 23 8513 35222 175 374274 16920
internal_value=-4.76639e-06 2.23101e-05 0.000241944 0.000718842 0.000107701 0.000347152 -3.13306e-05 -0.00051554 -0.00121033 -0.00185693 0.000285923 0.000626878 -0.000118176 -0.000165988 -0.00205406 0.000999571 0.002228 0.00606058 0.00122054 0.00197841 0.000732609 -6.26342e-05 -0.00181404 -0.000229496 -0.000928638 -0.000962637 -1.94958e-05 0.0005841 -6.24729e-05 0.000526371
internal_weight=1.32613e+06 902616 177173 38918 138255 80845 725443 39547 15595 10608 78794 39914 13303 13266 10201 26611 4402 140 23201 9087 14114 23952 2489 57410 13261 13238 44149 13622 423517 34516
internal_count=1326133 902616 177173 38918 138255 80845 725443 39547 15595 10608 78794 39914 13303 13266 10201 26611 4402 140 23201 9087 14114 23952 2489 57410 13261 13238 44149 13622 423517 34516
cat_boundaries=0 1 2
cat_threshold=2631 438
is_linear=0
shrinkage=0.05


Tree=379
num_leaves=31
num_cat=0
split_feature=103 18 58 108 64 85 5 79 82 61 122 87 102 3 89 84 75 73 58 58 67 85 78 58 62 85 56 5 18 28
split_gain=0.818189 3.29184 3.46602 4.07757 2.97559 2.86946 2.29187 3.88561 2.4558 2.24619 3.11738 2.58612 2.11635 2.53137 2.05598 2.70645 2.61408 2.03488 1.94688 1.87462 1.85546 1.84163 3.31663 1.73331 1.70711 1.70835 1.60604 1.58931 1.52758 2.39449
threshold=-0.99335807561874379 8.0099999904632586 308.84564208984381 0.81908300518989574 0.59499999880790722 0.89141359925270092 0.65000000596046459 10.84500026702881 299.26376342773443 0.34217154979705816 -0.52247866988182057 0.83094176650047313 -0.99371370673179615 318.50000000000006 -0.18634427338838574 0.87015646696090709 0.5494421422481538 0.44475618004798895 187.84848785400393 225.22488403320315 1.8849999904632571 0.86957898736000072 13.25500011444092 187.84848785400393 0.330006092786789 0.90158635377883922 207.46315002441409 8.6500000953674334 15.405000209808351 1013.4500122070314
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 2 3 4 9 6 7 8 -6 10 11 -1 26 14 -14 16 17 18 -16 -5 -21 22 -15 -23 25 -7 -8 -26 29 -3
right_child=-2 28 -4 19 5 24 12 -9 -10 -11 -12 -13 13 21 15 -17 -18 -19 -20 20 -22 23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.025220165782692757 -6.9891347907139064e-06 0.00099585948019270416 0.019821488548380634 -0.012317864490192265 0.013013615967550627 0.027911500409245494 -0.00025394720865822419 0.027079682014035905 -0.0096055120734187469 0.016951747940255526 -0.0071454274609233405 0.00037780400365591051 -0.0037619202351590569 0.0061165379648584692 0.017443833189706007 -0.0094563228643632369 -0.0073376487541411605 0.024996695213991664 -0.0021282647874344279 -0.01007094093831256 0.010549676534719766 -0.011699742163446818 0.028772409767843784 0.0060226235324768607 0.0098907256231750146 0.0083059490770101552 -0.014165326405227894 -0.0038679131874232555 0.0018600342738999108 -0.0017370156892660554
leaf_weight=22 1320946 1443 30 62 24 20 41 22 24 67 33 20 237 84 24 28 21 23 27 20 24 22 20 37 61 25 42 32 849 1803
leaf_count=22 1320946 1443 30 62 24 20 41 22 24 67 33 20 237 84 24 28 21 23 27 20 24 22 20 37 61 25 42 32 849 1803
internal_value=-4.52809e-06 0.000622212 0.00306141 0.00258796 0.00361961 0.00245452 0.00111323 0.00967925 0.00170405 0.0102984 0.00435467 0.0133905 0.000123754 0.00130086 -0.00103981 0.00420525 0.00823181 0.0126502 0.00708213 -0.00671636 0.00117667 0.00647043 0.0104734 -0.000585716 0.00902493 0.0170195 -0.00729344 0.00515657 -2.82405e-05 -0.000522124
internal_weight=1.32613e+06 5187 1092 1062 956 814 676 70 48 142 75 42 606 523 360 123 95 74 51 106 44 163 104 59 138 45 83 93 4095 3246
internal_count=1326133 5187 1092 1062 956 814 676 70 48 142 75 42 606 523 360 123 95 74 51 106 44 163 104 59 138 45 83 93 4095 3246
is_linear=0
shrinkage=0.05


Tree=380
num_leaves=31
num_cat=1
split_feature=95 31 74 56 26 52 90 58 86 20 136 35 84 79 66 99 115 84 13 100 36 3 123 62 32 88 121 127 68 38
split_gain=1.11822 2.55504 2.64055 3.23397 3.44385 3.14167 3.09427 3.09317 3.79203 2.75744 3.09896 2.86829 2.74978 2.65383 2.55852 3.05685 2.55242 2.5014 2.49319 2.46637 2.72427 2.57996 2.45229 2.58153 2.26548 2.20727 3.37335 2.92611 2.2484 2.20149
threshold=-0.97386455535888661 1019.2500000000001 0.56064575910568248 206.72344207763675 332.50000000000006 2.5449999570846562 -0.96540239453315724 308.84564208984381 0.79675501585006725 6.3550000190734872 0 15.84999990463257 0.90062150359153759 24.23499965667725 0.62500000000000011 -0.97827616333961476 -0.82409480214118946 0.76534113287925731 0.63499999046325695 0.69123458862304699 18.650000572204593 354.50000000000006 0.90992662310600292 0.36114501953125006 14.550000190734865 -0.6877559721469878 -0.99353402853012074 -0.061046212911605828 181.87126922607425 9.4499998092651385
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 19 17 10 11 12 -8 14 -10 -16 -7 -9 -11 20 21 29 25 -24 -14 26 27 -22 -27 -5
right_child=-2 -3 -4 5 -6 16 9 8 13 18 -12 -13 24 -15 15 -17 -18 -19 -20 -21 22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0043776667031432048 1.08386853822674e-05 -0.0015897174393708351 -0.00044583462877026571 -0.0081544729934345632 -0.006461069195945468 -0.0025064170568977902 0.0017782096355257592 0.0077033138903789232 0.025712127457372849 -0.0078137807893183305 -0.0015673587261682432 -0.0059777431384296408 -0.0022801159522108112 0.028732676254141901 0.022957145404957593 0.0014056809307811293 0.00065930904400112074 -0.017004203157765525 0.0008254726012596052 -0.0032776083187515837 0.026092778089577742 0.018287433769840461 0.02227853570619355 -0.0019686333746427582 -0.018006936198351191 0.0080300060010725458 -0.00084614744762490915 0.0025548795328265237 -0.0061931049293794359 0.0026330505270908294
leaf_weight=373 1272614 3214 28873 48 217 795 1869 20 20 85 4934 151 192 21 21 76 3198 21 4767 236 23 26 23 21 26 31 350 31 268 3219
leaf_count=373 1272614 3214 28873 48 217 795 1869 20 20 85 4934 151 192 21 21 76 3198 21 4767 236 23 26 23 21 26 31 350 31 268 3219
internal_value=1.45442e-06 -0.000223245 -0.000135294 0.000290414 -0.000216622 0.00104749 -0.000107318 0.00196034 0.00839966 -0.000246448 -0.000869234 0.000673875 0.00115837 0.0123664 0.00942884 0.00607146 2.9018e-05 -0.00495176 0.000674125 0.00169078 0.00198101 0.00259941 -0.000745078 0.010706 -0.00415579 -0.00146179 0.000948474 0.0125803 -0.00471847 0.00247456
internal_weight=1.32576e+06 53149 49935 21062 12614 8448 12397 4455 179 12024 7172 2238 2087 138 117 97 3993 41 4852 4276 4040 3293 747 44 218 703 404 54 299 3267
internal_count=1325763 53149 49935 21062 12614 8448 12397 4455 179 12024 7172 2238 2087 138 117 97 3993 41 4852 4276 4040 3293 747 44 218 703 404 54 299 3267
cat_boundaries=0 1
cat_threshold=580
is_linear=0
shrinkage=0.05


Tree=381
num_leaves=31
num_cat=1
split_feature=95 21 56 23 26 30 57 80 2 55 136 83 111 97 72 18 7 74 123 37 123 23 113 20 115 1 74 5 19 35
split_gain=1.00933 2.39133 4.54076 4.01917 2.77008 2.40017 3.7489 3.04179 2.30324 2.38236 2.46843 2.64672 2.6545 2.37505 3.95155 3.13663 2.48885 2.2952 2.76224 2.15269 2.92424 2.72831 2.5383 2.49121 3.4433 2.97488 3.93177 2.37243 2.14949 2.14478
threshold=-0.97386455535888661 5.5350000858306894 205.18117523193362 5.7650001049041757 332.50000000000006 1019.3500061035157 213.98255920410159 309.38252258300787 318.50000000000006 1.1749999523162844 0 330.29232788085943 0.76224336028099071 -0.82709044218063343 0.50741636753082286 4.6550002098083505 0.45000000298023229 0.29713813960552221 -0.67556449770927418 11.449999809265138 -0.86159634590148915 5.0450000762939462 -0.62249094247817982 5.5750000476837167 -0.97988739609718312 301.50000000000006 0.41432042419910436 9.8499999046325701 12.50999975204468 14.050000190734865
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 29 7 -7 13 28 11 12 -11 14 17 -16 -15 18 -4 20 -19 22 27 24 25 26 -23 -21 -10 -1
right_child=-2 3 8 -5 -6 6 -8 -9 9 10 -12 -13 -14 16 15 -17 -18 19 -20 21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00090539516244815673 1.0296751183551406e-05 -0.0015001514029507339 0.0039332314085311678 -0.00017211825253130847 -0.007741915013548698 -0.012566562262667317 0.0025350416264700473 -0.00078271428779275577 -0.0019215851049456331 0.002178649433212926 -0.0017801812591181671 -0.011448527711834159 0.010313042946073752 0.0060720635404791935 0.0189788144365277 0.00029328734040221004 3.8914089313355725e-06 0.027493656437755344 0.019364501690845297 -0.00018670759284226545 0.0070547417054573694 0.0052230667145479297 -0.0083821315318346034 -0.0021967734760883284 0.0048327620345722903 0.0025971963013128926 0.032589255850762132 0.013914321096510524 -0.014379002429494584 -0.0010730006111753507
leaf_weight=2616 1272614 6823 58 34527 131 145 128 88 540 638 448 31 119 190 23 955 1527 21 58 174 105 21 77 102 591 29 35 36 37 2876
leaf_count=2616 1272614 6823 58 34527 131 145 128 88 540 638 448 31 119 190 23 955 1527 21 58 174 105 21 77 102 591 29 35 36 37 2876
internal_value=1.38111e-06 -0.000212097 0.000415755 -0.000391252 -0.000551165 -0.000390224 -0.00433946 -0.00811601 0.00141078 -6.76646e-05 0.00117071 0.002835 0.00345737 0.00208055 0.00313641 0.000732722 0.000675384 0.00493505 0.0116489 0.00428114 0.0104612 0.00354997 -0.00061671 0.00508704 0.00618608 0.0155956 0.0223269 0.00223061 -0.00272041 -0.000130633
internal_weight=1.32576e+06 53149 11799 41350 5984 5853 361 233 5815 1813 1236 788 757 4002 2285 978 1717 1307 116 1191 126 1065 287 778 676 85 56 210 577 5492
internal_count=1325763 53149 11799 41350 5984 5853 361 233 5815 1813 1236 788 757 4002 2285 978 1717 1307 116 1191 126 1065 287 778 676 85 56 210 577 5492
cat_boundaries=0 1
cat_threshold=868
is_linear=0
shrinkage=0.05


Tree=382
num_leaves=31
num_cat=1
split_feature=95 136 82 126 38 72 105 100 64 30 40 14 33 108 17 42 16 66 63 74 18 77 31 15 19 37 87 31 86 23
split_gain=0.911064 2.33865 2.52766 2.45589 2.68992 3.20796 2.5508 2.4743 2.99006 2.24189 2.43481 3.76489 2.75666 3.62013 2.50369 2.33072 2.32986 2.99422 2.74649 3.0938 2.85572 3.74165 5.16614 2.66029 2.5028 2.39115 3.31304 2.21735 2.21706 2.71697
threshold=-0.97386455535888661 0 318.84022521972662 0.6755644977092744 12.050000190734865 0.50741636753082286 -0.96647521853446949 0.6215246617794038 10.914999961853029 1017.9500122070314 10.449999809265138 0.83499997854232799 14.050000190734865 0.0083255441859364527 4.8800001144409189 12.650000095367433 9.5450000762939471 19.144999504089359 0.22519304603338244 0.55370458960533153 6.9049999713897714 23.275000572204593 1015.2500000000001 2.1049998998641972 6.4600000381469735 15.050000190734865 0.8658551573753358 1019.5499877929689 0.88151523470878612 5.3250000476837167
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -5 10 12 -12 14 -14 -3 -13 17 18 23 20 21 25 -23 28 -21 26 -20 -7 29 -15
right_child=-2 9 -4 7 -6 27 -8 -9 -10 -11 11 15 13 16 -16 -17 -18 -19 19 24 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0058270232857797642 9.7819139733672177e-06 0.012646039219742472 0.0025918715490671285 -0.0007583427283563163 0.00012017255777461148 0.0014329528677049889 0.0068181828276512209 0.0016317243851666271 -0.0050229587611271475 -0.001762568877236364 0.022337875074960972 0.0031253316517932182 -0.0035861507722941069 0.0077263271907117752 -0.0011493542788746966 -0.0015601199541829508 -0.00039324918051186655 -0.0123874936745468 -0.003470903987064958 -0.0093066952093990886 0.0039368458907980573 0.00011999401647378417 0.026268692780286075 0.0075832223593208349 0.00049195583613264638 -0.0044321157967871323 0.0099132384551921873 -0.006049636015890255 -0.015781602042489778 -0.0083860866247310439
leaf_weight=44 1272614 33 999 6672 15691 1735 426 1003 438 3278 22 746 653 38 9792 412 6252 41 100 67 1564 51 30 38 2383 315 86 105 51 84
leaf_count=44 1272614 33 999 6672 15691 1735 426 1003 438 3278 22 746 653 38 9792 412 6252 41 100 67 1564 51 30 38 2383 315 86 105 51 84
internal_value=1.31138e-06 -0.000201509 0.000123546 2.91662e-05 0.000354688 0.00194767 0.00563438 -0.000693097 -0.00102106 -0.00053985 -0.000363971 0.00184759 -0.000484911 3.18007e-05 -0.00110302 0.00145831 0.000244641 0.00106727 0.00118202 0.0014381 0.0028242 -0.000165787 0.0098047 -0.00439588 0.000223993 -0.00177778 0.00271746 0.00100596 -0.00702712 -0.00336747
internal_weight=1.32576e+06 53149 27113 26114 18001 2310 470 8113 7110 26036 22758 1180 21578 11753 9825 1158 11100 4848 4807 4596 2146 582 81 211 2450 501 186 1840 173 122
internal_count=1325763 53149 27113 26114 18001 2310 470 8113 7110 26036 22758 1180 21578 11753 9825 1158 11100 4848 4807 4596 2146 582 81 211 2450 501 186 1840 173 122
cat_boundaries=0 1
cat_threshold=2660
is_linear=0
shrinkage=0.05


Tree=383
num_leaves=31
num_cat=1
split_feature=60 92 133 52 136 43 63 73 11 103 26 65 56 52 31 100 95 74 79 26 55 105 61 127 52 66 116 87 3 124
split_gain=1.01611 3.51127 3.82599 3.11173 5.51004 4.37398 4.22365 3.56387 2.97141 3.13466 2.90233 2.95099 2.8925 2.85849 3.40409 2.68587 2.68316 4.37654 3.36234 4.29735 4.1797 3.51046 3.49725 3.76765 3.23623 3.79964 3.20455 3.49749 3.68672 3.15389
threshold=0.43973810970783239 -0.95060402154922474 1021.1499938964845 1.8149999976158144 0 12.250000000000002 0.88780653476715099 0.31282196938991552 17.94999980926514 0.012510543223470451 334.50000000000006 0.7749999761581422 167.04776000976565 6.3650000095367441 1011.9500122070314 -0.47229689359664911 -0.40994508564472193 0.4193867444992066 6.6050000190734872 216.50000000000003 1.435000002384186 -0.60457307100296009 0.25466342270374304 -0.60873827338218678 1.2749999761581423 1.2150000333786013 0.90255093574523937 0.89238786697387706 351.50000000000006 0.99687939882278453
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 8 6 -6 -7 9 15 -1 -12 -5 16 -15 -2 17 29 19 -19 21 -20 23 -22 25 -23 -27 28 -28 -3
right_child=3 13 -4 12 5 7 -8 -9 -10 -11 11 -13 -14 14 -16 -17 -18 18 20 -21 22 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00044036755468512541 -0.001604408050443055 0.00084309521982004062 0.01652209178516359 0.0017273717588425922 0.0014275431723373858 0.011556783715961501 0.024420647127553822 -0.0020507453680923865 0.0061751173249332426 -0.00038518987523199623 -0.009898360855613195 -0.0020732394761123567 8.9760724379744472e-06 0.00090556532255981924 -0.00075328280350337048 0.0011641448308989397 -2.3646195245940306e-05 0.00079152956881009008 0.00010443622264398837 -0.00060412825720818975 -0.00281804689952001 -0.0052702815164923505 0.00052903642673740071 0.0027396397338077826 -0.0042345140714490212 -0.0012470141236765769 0.0029524502048912226 -0.003732972287358886 0.013859252706794166 0.0055168951821374518
leaf_weight=37532 1004 18838 33 2465 14538 50 20 1278 195 17948 141 828 374380 3588 22400 6873 747527 7059 12487 25224 337 386 24198 3206 929 1305 385 144 97 368
leaf_count=37532 1004 18838 33 2465 14538 50 20 1278 195 17948 141 828 374380 3588 22400 6873 747527 7059 12487 25224 337 386 24198 3206 929 1305 385 144 97 368
internal_value=1.24581e-06 -2.84968e-05 -0.000495535 6.5668e-05 0.000474398 0.00120779 0.00145913 -0.00153841 2.6166e-05 -2.02535e-05 -0.000510121 -0.00321188 2.02164e-05 -7.77446e-06 -0.000524256 0.000811266 8.15727e-06 0.000258507 8.75978e-05 -0.000298954 0.000374644 -0.000276359 0.000743853 0.00221101 -0.00174124 -0.000741558 0.000163718 0.00310462 0.00514739 0.000932648
internal_weight=1.32576e+06 907012 38534 418751 41906 15886 14558 1328 26020 25825 38501 969 376845 868478 25988 7877 842490 94963 75757 32283 43474 15733 27741 3543 3246 2317 1931 626 482 19206
internal_count=1325763 907012 38534 418751 41906 15886 14558 1328 26020 25825 38501 969 376845 868478 25988 7877 842490 94963 75757 32283 43474 15733 27741 3543 3246 2317 1931 626 482 19206
cat_boundaries=0 1
cat_threshold=3712
is_linear=0
shrinkage=0.05


Tree=384
num_leaves=31
num_cat=2
split_feature=60 92 133 52 136 43 28 73 83 57 53 109 13 52 54 93 53 64 18 114 136 20 23 3 14 26 23 23 94 20
split_gain=0.917038 3.16892 3.45296 2.80834 4.97281 3.94752 3.81371 3.21639 3.1022 2.79648 3.48335 2.7222 3.43188 2.68776 3.17447 3.02841 6.00536 5.44566 4.84447 4.58256 3.95288 3.95267 3.71842 3.30268 3.57853 3.59115 3.81356 4.848 5.23131 3.5951
threshold=0.43973810970783239 -0.95060402154922474 1021.1499938964845 1.8149999976158144 0 12.250000000000002 1029.1499633789065 0.31282196938991552 231.21138763427737 232.7856140136719 0.10500000044703485 0.9227779507637025 2.7549999952316289 4.3150000572204599 3.4050000905990605 -0.12707547098398206 1.4249999523162844 11.894999980926515 14.039999961853029 -0.79332312941551197 1 5.4949998855590829 7.4249999523162851 79.500000000000014 1.1150000095367434 319.50000000000006 6.6449999809265146 7.3650000095367441 -0.56388694047927845 6.2550001144409189
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 9 6 -6 -7 -9 -2 -11 -1 -13 15 -15 18 -17 -18 20 -20 21 22 -3 -23 25 26 -25 28 29 -28
right_child=3 13 -4 -5 5 7 -8 8 -10 10 -12 12 -14 14 -16 16 17 -19 19 -21 -22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00041247941012540975 -0.00070254112574335333 -0.0031285286092315803 0.015695986953197103 1.9205540258537566e-05 0.0013546914620353046 0.010978944459580817 0.022188124907287686 0.010013210397356979 -0.002455543973652166 0.002579732412690152 0.000163341599879789 -0.0021071700034320279 -0.012348212873081812 -0.0014370169547136956 -0.00021576724128588139 1.095564655557883e-05 -0.0009888806274501278 0.00038819938820328054 -0.00047359648962735587 0.00207884064421883 7.5285867462823383e-05 -0.0051142948433860313 0.012571354309329763 -0.00073926123096584471 0.0015328261309722386 0.021460606300217264 -0.0091030930231985017 0.0017701718492008009 0.027444296421483161 0.01248859784943622
leaf_weight=37400 8763 660 33 376845 14536 50 22 52 1226 1649 15608 1012 89 6078 42730 673534 28106 9642 2420 6433 92751 171 40 201 5344 34 24 162 50 98
leaf_count=37400 8763 660 33 376845 14536 50 22 52 1226 1649 15608 1012 89 6078 42730 673534 28106 9642 2420 6433 92751 171 40 201 5344 34 24 162 50 98
internal_value=1.18352e-06 -2.70719e-05 -0.000470759 6.23846e-05 0.000450678 0.0011474 0.00138617 -0.00146149 -0.00194821 2.48577e-05 0.000394241 -0.000484615 -0.00293501 -7.38574e-06 -0.000367848 1.40783e-05 -2.34386e-05 -0.000637132 0.000260278 0.00138112 0.000160586 0.00132475 -0.00223139 0.00173608 0.00193419 0.0057038 0.00470243 0.00797722 0.0138234 0.00824105
internal_weight=1.32576e+06 907012 38534 418751 41906 15886 14558 1328 1278 26020 17257 38501 1101 868478 48808 819670 711282 37748 108388 8853 99535 6784 700 6084 5913 569 535 334 172 122
internal_count=1325763 907012 38534 418751 41906 15886 14558 1328 1278 26020 17257 38501 1101 868478 48808 819670 711282 37748 108388 8853 99535 6784 700 6084 5913 569 535 334 172 122
cat_boundaries=0 1 2
cat_threshold=3712 2
is_linear=0
shrinkage=0.05


Tree=385
num_leaves=31
num_cat=0
split_feature=23 52 39 90 4 0 79 63 11 70 53 123 104 90 56 23 22 33 33 73 63 107 108 31 35 91 74 56 87 121
split_gain=1.02453 3.34502 3.90388 3.54775 3.9606 3.90856 3.81057 3.68734 3.68665 3.6702 3.30016 2.74677 2.70411 2.7538 2.60245 2.92788 3.02207 2.59891 2.50909 2.36803 3.25469 2.44942 2.34832 3.21669 2.29018 2.23578 2.71286 2.23448 2.19475 2.46894
threshold=4.8949999809265146 0.27500000596046453 14.449999809265138 -0.82875964045524586 6.2500000000000009 259.50000000000006 2.6750000715255742 0.28762212395668035 11.650000095367433 276.34344482421881 0.69499999284744274 0.87032255530357372 1.0000000180025095e-35 -0.98116037249565113 180.20809173583987 4.8150000572204599 4.9449999332427987 21.750000000000004 17.94999980926514 0.51215392351150524 0.46893684566020971 -0.91111072897911061 -0.99328058958053578 1012.8500061035157 18.050000190734867 0.26727399230003362 0.35901351273059851 293.51063537597662 0.88023045659065258 0.64942333102226268
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 22 4 5 6 -1 27 19 -5 -4 14 17 -14 -7 18 -17 24 -16 20 21 -9 23 -3 -12 -24 -27 -8 29 -11
right_child=-2 2 10 9 -6 11 7 8 -10 28 12 -13 13 -15 15 16 -18 -19 -20 -21 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0030787841144653311 1.2607847987955196e-05 0.013575595967169549 -0.0029565370651337165 -7.8206272500087148e-06 -0.00044915534455985181 0.011362326526142962 0.0056650722362856206 -0.0028741017063409441 0.018943587393284993 -0.0049530695853267914 -0.00038148322874424588 -0.012465538346164283 0.010126468011488518 -0.0076831311912640993 0.0041328850263197079 0.0027116154804825783 0.026249787968893847 0.015728799129525819 -0.012685584238446927 -0.0021625497643863504 0.014597506976653157 0.01618914047256112 -8.9135158203721851e-06 -0.00011791857142074436 -0.0030181400002665263 -0.0079901298953200944 -0.00094947170509530757 0.022066773135553708 0.00012765546363126268 0.0074980125679368417
leaf_weight=384 1253495 74 2636 45706 1578 171 370 107 26 765 5832 21 24 227 619 25 30 24 23 463 56 20 10956 102 959 193 470 22 427 42
leaf_count=384 1253495 74 2636 45706 1578 171 370 107 26 765 5832 21 24 227 619 25 30 24 23 463 56 20 10956 102 959 193 470 22 427 42
internal_value=2.0482e-06 -0.000180897 -0.000703801 4.01405e-05 0.0014862 0.002793 0.0011908 0.0027317 0.000483612 -8.0467e-05 -0.00144673 0.00540265 -0.000883491 -0.00598022 0.00583494 0.00447887 0.0155506 -0.000695776 0.00353035 -0.000259359 0.00455582 0.000127984 -9.27034e-05 0.00563958 -0.000753822 -0.000179534 -0.00299901 0.00658558 -0.00277121 -0.00430506
internal_weight=1.32585e+06 72352 21497 50855 3915 2337 1448 1064 672 46940 9702 889 7066 251 868 697 55 6815 642 646 183 127 11795 176 6791 11619 663 392 1234 807
internal_count=1325847 72352 21497 50855 3915 2337 1448 1064 672 46940 9702 889 7066 251 868 697 55 6815 642 646 183 127 11795 176 6791 11619 663 392 1234 807
is_linear=0
shrinkage=0.05


Tree=386
num_leaves=31
num_cat=0
split_feature=89 58 124 83 52 115 23 112 31 34 61 116 17 74 95 78 61 63 30 18 118 22 95 87 59 20 98 93 98 84
split_gain=0.955628 4.87396 4.59928 3.72191 4.25708 4.14932 4.14527 3.70353 3.25979 3.15097 3.51022 3.50768 3.05994 3.29397 3.03771 3.10116 3.01719 2.96372 3.84933 2.94315 2.89049 2.95415 3.47899 3.25309 3.11806 3.09473 3.49919 3.44336 3.05792 3.27928
threshold=0.4391429871320725 117.68635940551759 -0.66259482502937306 305.17964172363287 0.19500000029802325 -0.99809679388999928 6.0650000572204599 -0.99809679388999928 1014.2500000000001 12.34999990463257 0.31723619997501379 0.68832838535308849 5.1300001144409189 0.35088317096233373 -0.82852661609649647 1.4049999713897707 0.29434843361377722 0.22519304603338244 1018.7500000000001 4.8800001144409189 0.94828754663467418 5.9449999332427987 -0.99889522790908802 0.82814413309097301 169.46405792236331 5.6349999904632577 -0.69343197345733631 0.38126555085182195 -0.86600196361541737 0.84178331494331371
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 2 -2 4 5 6 8 16 -3 11 17 -6 13 -5 -9 -16 -7 18 -11 -14 21 22 -21 -23 25 26 27 -24 29 -25
right_child=1 3 -4 12 9 7 -8 14 -10 10 -12 -13 19 -15 15 -17 -18 -19 -20 20 -22 23 24 28 -26 -27 -28 -29 -30 -31
leaf_value=6.1102355990455488e-06 0.0067498799759835269 0.01574311391818092 -0.0043362781428100969 0.023354797232896091 -0.0025498972019227413 0.0035759339620377501 0.031894415413791483 -0.0084402936015670251 -0.0077945464290678501 0.00047656025283681567 0.00081403766346147986 -0.0099429817861770679 0.017109980854999134 0.0034651100522537226 0.017599599884956012 0.00025550438036184964 0.023355306024032255 -0.0028423239786573478 0.018694374600754068 -0.011900164687540384 -0.0036715454979786687 -0.00092813793666022399 0.00038655792681550855 -6.5466561719649542e-06 0.0007125047175034259 -0.0096019034318412383 -0.0092413517773490064 0.020022267352410215 0.0020095506629500218 0.0096008330335948106
leaf_weight=1313208 102 38 1130 30 976 51 22 95 24 197 1804 192 27 68 28 324 31 1886 34 64 376 709 129 126 1994 157 77 27 1620 301
leaf_count=1313208 102 38 1130 30 976 51 22 95 24 197 1804 192 27 68 28 324 31 1886 34 64 376 709 129 126 1994 157 77 27 1620 301
internal_value=1.94579e-06 -0.000430746 -0.00341843 -0.000108064 -0.00101147 0.00292492 0.0132482 0.00128569 0.00663176 -0.00148563 -0.000806582 -0.0037652 0.000794863 0.00955379 -0.000506165 0.00163515 0.0110535 -0.00218759 0.00315797 0.000641774 0.000562089 0.000867978 -0.000396034 0.00199073 -8.71985e-05 -0.00417594 -0.000519815 0.00378505 0.00300171 0.00676587
internal_weight=1.32585e+06 12639 1232 11407 5702 613 84 529 62 5089 3921 1168 5705 98 447 352 82 2117 231 5607 5580 5204 2448 2756 2384 390 233 156 2047 427
internal_count=1325847 12639 1232 11407 5702 613 84 529 62 5089 3921 1168 5705 98 447 352 82 2117 231 5607 5580 5204 2448 2756 2384 390 233 156 2047 427
is_linear=0
shrinkage=0.05


Tree=387
num_leaves=31
num_cat=0
split_feature=23 52 38 90 38 70 70 60 53 33 104 39 94 120 25 77 33 74 63 43 3 29 67 28 103 41 41 76 95 52
split_gain=0.925938 3.01093 3.60885 3.1847 3.57515 3.32738 3.31243 3.22251 2.85246 3.77802 2.80753 2.70558 2.63989 2.60736 2.69018 2.43377 2.32934 2.1957 2.75051 2.16394 2.45361 2.09914 2.53074 2.85046 2.83382 2.5517 2.80043 4.63919 2.36385 2.43455
threshold=4.8949999809265146 0.27500000596046453 13.750000000000002 -0.82875964045524586 16.349999427795414 252.41999816894534 276.34344482421881 0.55689340829849254 0.69499999284744274 11.84999990463257 1.0000000180025095e-35 16.550000190734867 0.051401922479271896 -0.96359375119209278 271.50000000000006 1.0950000286102297 21.750000000000004 0.52522239089012157 0.28492036461830145 4.2500000000000009 297.50000000000006 1018.9500122070314 0.67500001192092907 1013.6499938964845 0.47346721589565283 8.3499999046325701 6.3500001430511483 3.2549999952316289 0.1395838335156441 0.51499998569488536
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 -3 4 7 13 -5 19 9 12 16 -7 -4 14 -6 -12 21 18 -13 -1 -21 22 23 -10 -25 26 -24 -28 29 -23
right_child=-2 2 8 6 5 11 -8 -9 10 -11 15 17 -14 -15 -16 -17 -18 -19 -20 20 -22 28 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.0025451462315733836 1.1887216168998801e-05 3.3777952616542993e-05 0.019274825114531047 -7.6178548350610026e-06 0.017106753209462533 -0.006506275023672391 -0.0026328699075815671 0.009109460914734047 0.002779555742358805 -0.0028319093219944928 0.0064946872958292559 0.0076845056134397577 -0.00088039531256072228 0.0012728430107319436 0.00062633192865177998 -0.0067828373023464039 0.01494205373649796 -0.0018940034134623904 -0.0004960754368549318 -0.012047719000399394 0.006954831652343273 0.019480020259895051 -0.001098332193762436 -0.0021243854299392751 0.0045292461614280912 -0.0036963328993908531 0.025726648833859569 -0.00080275947021113511 -0.0023285329881110313 0.0031351708109531545
leaf_weight=1845 1253495 9888 33 45706 65 209 1234 185 866 3003 39 161 32 223 40 300 24 825 284 53 25 24 4363 961 192 1034 26 45 218 449
leaf_count=1845 1253495 9888 33 45706 65 209 1234 185 866 3003 39 161 32 223 40 300 24 825 284 53 25 24 4363 961 192 1034 26 45 218 449
internal_value=1.8485e-06 -0.000172072 -0.000668176 3.76371e-05 0.00140771 -0.000224244 -7.66328e-05 0.00280664 -0.00126607 -0.00257377 -0.000796329 -0.00123465 0.00935226 0.00433182 0.0108285 -0.00525533 -0.000612032 -0.000367112 0.00246364 0.00220028 -0.00595716 -0.000657678 -0.00090104 0.000611776 -0.00101641 -0.00145963 -0.000938037 0.00891224 0.00197915 0.00396451
internal_weight=1.32585e+06 72352 21497 50855 3915 1807 46940 2108 11609 3068 8541 1479 65 328 105 339 8202 1270 445 1923 78 8178 7487 2019 1153 5468 4434 71 691 473
internal_count=1325847 72352 21497 50855 3915 1807 46940 2108 11609 3068 8541 1479 65 328 105 339 8202 1270 445 1923 78 8178 7487 2019 1153 5468 4434 71 691 473
is_linear=0
shrinkage=0.05


Tree=388
num_leaves=31
num_cat=0
split_feature=117 68 83 17 107 32 43 12 37 5 52 92 14 4 19 37 12 79 84 39 17 98 120 14 57 78 1 67 126 64
split_gain=0.896088 2.62502 2.33993 1.83728 3.48322 2.68208 2.85048 2.45122 2.65131 2.54811 2.18669 2.02903 2.39598 1.97388 2.69698 2.51209 3.1276 2.18307 2.0864 1.98516 2.23452 2.38718 2.27284 2.46333 2.0588 1.97127 2.23924 1.92168 2.61001 2.56939
threshold=-0.85260769724845875 291.90390014648443 296.09703063964849 14.039999961853029 -0.87591040134429921 14.750000000000002 17.650000572204593 0.70499998331069957 23.050000190734867 3.8500000238418584 1.7749999761581423 -0.90125983953475941 0.6850000023841859 4.6499998569488534 9.5450000762939471 11.550000190734865 1.0850000381469729 5.6949999332427987 0.49177592992782598 16.650000572204593 13.344999790191652 -0.30137097835540766 -0.88697704672813404 0.94499999284744274 184.35724639892581 2.7849999666213994 188.50000000000003 3.8850001096725468 0.83385404944419872 3.3750000000000004
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 -3 11 5 -5 10 -8 9 -9 -7 12 -1 14 19 16 17 -15 -16 -14 22 -22 23 -21 -23 26 -24 -17 -29 -30
right_child=-2 2 -4 4 -6 6 7 8 -10 -11 -12 -13 13 15 18 27 -18 -19 -20 20 21 24 25 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0036426117039293684 -1.1452641366715323e-05 0.0024162347899655532 0.00051021344785679714 0.00017748201965818097 4.8173632741010182e-05 0.0043236258571736959 0.011523890712358539 -0.0033223477010876435 -0.011096706736485015 0.0067603359694439402 0.0015235334185344205 1.6562791743460823e-05 0.0004311325749724081 -0.001831894406923167 0.0075976428026572262 -0.001065909896505117 0.0044984463455778568 -0.020792749561369422 -0.00063101444648016865 -0.016775072232684901 0.0053513132570184429 0.028918407144753827 0.024668911912224509 0.0023324500693864113 0.0085612768600522374 0.0015819676792541027 0.0039469685987569393 -0.0027462964346493348 0.0048963019705337034 -0.013524192154285648
leaf_weight=663 1201756 2086 7060 6217 47638 783 31 303 83 79 6366 41398 849 63 78 2160 318 20 6218 31 154 23 22 37 27 193 32 1029 23 107
leaf_count=663 1201756 2086 7060 6217 47638 783 31 303 83 79 6366 41398 849 63 78 2160 318 20 6218 31 154 23 22 37 27 193 32 1029 23 107
internal_value=1.75607e-06 0.000129676 0.000944935 6.48066e-05 0.000251156 0.000948725 0.00157591 -0.0020895 -0.00299706 -0.00123719 0.00183022 -0.000149629 -0.000720727 -0.000550557 -9.18591e-05 -0.00149557 0.0022425 -0.00640078 -0.000529071 0.00192034 0.00435644 0.00843324 0.00171623 -0.00637833 0.0179256 0.00394469 0.0123892 -0.00194721 -0.00358966 -0.0102652
internal_weight=1.32585e+06 124091 9146 114945 61500 13862 7645 496 465 382 7149 53445 12047 11384 7664 3720 401 83 6296 1368 519 204 315 68 50 247 54 3319 1159 130
internal_count=1325847 124091 9146 114945 61500 13862 7645 496 465 382 7149 53445 12047 11384 7664 3720 401 83 6296 1368 519 204 315 68 50 247 54 3319 1159 130
is_linear=0
shrinkage=0.05


Tree=389
num_leaves=31
num_cat=0
split_feature=89 58 124 67 85 32 97 122 63 102 86 52 100 60 123 74 35 114 27 110 118 90 38 32 63 39 21 31 104 86
split_gain=0.855666 4.38064 4.13418 3.20447 3.41658 3.83641 2.70866 2.58601 2.52173 2.50609 2.49875 2.74015 3.33961 3.59068 2.92559 2.81033 3.26988 2.79149 2.57798 2.57649 2.96887 3.10452 2.55139 4.17893 2.43061 2.32304 2.33771 2.90561 2.72271 4.54026
threshold=0.4391429871320725 117.68635940551759 -0.66259482502937306 24.244999885559086 0.81185930967330944 12.550000190734865 -0.99982127547264088 -0.41467745602130884 0.24909628182649615 -0.99371370673179615 0.54122683405876171 0.19500000029802325 0.73953667283058178 0.38281616568565374 0.1650413200259209 0.62148317694664013 15.34999990463257 -0.98897820711135853 266.50000000000006 0.67162334918975841 -0.94260558485984791 -0.90895953774452198 12.949999809265138 13.050000190734865 0.35941421985626226 22.650000572204593 6.3550000190734872 1011.3500061035157 -0.87986221909522999 0.84097427129745495
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 2 7 4 5 6 -3 -2 -5 -6 -7 14 19 -14 15 16 -12 -16 -18 20 21 -13 23 -21 -4 26 27 -11 -29 -30
right_child=1 3 24 8 9 10 -8 -9 -10 25 11 12 13 -15 17 -17 18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=5.6088947976611247e-06 0.022520680481102319 0.014462112220935526 -0.0055934111635595725 0.0070115445065312091 -0.0075764968535966346 -0.010603502459291902 -0.0041208644966980179 0.0024684400257949787 -0.0050104896507211808 0.0034147054097815677 0.020933364202538808 0.021603305079042914 -0.011581525347912604 0.010932958986432781 0.012531827914062888 -0.0068648470420885135 -0.010138623118400573 -0.010078621662200192 0.014406480004444069 -0.0021036805906172458 -0.0015489431549780542 0.0022521856562858814 0.001806427215404333 0.022456717699343817 -0.00048433470001327808 0.017836155435070396 0.0022916176317929683 -0.0026879255243221481 0.0037235544709139654 -0.00052714982629765311
leaf_weight=1313208 20 20 802 48 90 56 1004 82 478 630 62 22 113 21 20 20 20 43 23 29 1583 358 235 43 328 20 1865 891 801 2912
leaf_count=1313208 20 20 802 48 90 56 1004 82 478 630 62 22 113 21 20 20 20 43 23 29 1583 358 235 43 328 20 1865 891 801 2912
internal_value=1.66827e-06 -0.000407768 -0.00324022 -0.000101852 8.2404e-05 -0.00115901 -0.00375792 0.00640025 -0.00391342 0.000714736 -0.000154 7.1761e-05 -0.000382862 -0.00805314 0.00588513 0.0103132 0.0135852 -0.0029007 0.00299015 6.9921e-05 -0.000596241 0.00337251 0.00432945 0.0125643 -0.00411042 0.000819556 0.000771615 0.000230002 -0.000205785 0.000389848
internal_weight=1.32585e+06 12639 1232 11407 10881 3672 1024 102 526 7209 2648 2592 2404 134 188 125 105 63 43 2270 1963 380 307 72 1130 7119 7099 5234 4604 3713
internal_count=1325847 12639 1232 11407 10881 3672 1024 102 526 7209 2648 2592 2404 134 188 125 105 63 43 2270 1963 380 307 72 1130 7119 7099 5234 4604 3713
is_linear=0
shrinkage=0.05


Tree=390
num_leaves=31
num_cat=0
split_feature=104 20 22 35 127 110 29 43 116 3 70 0 52 59 15 52 37 65 13 17 78 117 36 19 91 10 18 72 8 85
split_gain=0.999136 1.75819 3.71682 3.35803 3.29376 5.91882 4.68414 4.33916 3.77558 2.40135 2.62504 2.0598 2.57735 2.17872 2.04053 3.70697 1.89349 1.78576 1.74374 1.72315 2.23679 2.16391 2.04857 3.163 3.8936 2.68402 2.5943 2.72252 2.54285 2.08322
threshold=0.075905535370111479 4.3350000381469735 4.6849999427795419 16.44999980926514 -0.58068084716796864 -0.21984866261482236 1021.0499877929689 6.1499998569488534 -0.67556449770927418 159.50000000000003 261.48658752441412 125.50000000000001 7.305000066757203 199.2976989746094 1.0349999666213991 0.15500000119209292 11.84999990463257 0.81499999761581432 0.72500002384185802 13.344999790191652 23.134999275207523 0.83385404944419872 13.050000190734865 11.775000095367433 -0.88233816623687733 8.0500001907348651 11.775000095367433 0.50741636753082286 16.750000000000004 0.77401170134544384
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 16 4 9 6 8 18 -6 10 -2 13 19 -4 15 -10 -3 -18 -7 20 21 22 23 29 -25 26 27 -24 -26 -13
right_child=1 2 11 -5 5 7 -8 -9 14 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 25 24 28 -27 -28 -29 -30 -31
leaf_value=-9.732700333706269e-06 -0.0022859666464400703 0.004954584461714452 -0.0032880986775584648 -0.010207519430678519 0.028263264751205077 0.010088739168449221 0.037243482191115618 0.020350849566360317 0.014202189287887171 -0.010640376967815113 0.017675979925400539 -0.0038998478437254867 0.00027737366540843183 0.00028991282946724719 0.020065270434133711 -0.0073305871178645917 -0.0088144668347928216 -0.0025138252205340241 -0.005331461172423918 -0.00083125076425223903 0.001055082822251367 0.021387495417147878 0.022000802260560868 0.0044030872254385333 0.014524078096470073 -0.0018211971338300344 0.00068382651889129572 0.0059213425123339734 0.034234235987241846 0.0063218211388663837
leaf_weight=1316814 58 60 476 41 26 22 20 24 39 49 23 72 1974 4007 23 41 161 373 110 258 539 20 39 98 90 206 117 81 20 162
leaf_count=1316814 58 60 476 41 26 22 20 24 39 49 23 72 1974 4007 23 41 161 373 110 258 539 20 39 98 90 206 117 81 20 162
internal_value=-6.09925e-06 0.000512329 0.000351394 0.00347171 0.00476102 0.0076015 0.0147285 0.000794307 0.0112378 -0.00190321 0.00338224 0.000629398 0.00150672 -8.99965e-05 0.00694012 0.00316664 -0.00346719 -0.00441346 -0.00276143 0.00293254 0.00360501 0.0051237 0.00475616 0.00716448 0.0116507 0.00235328 0.00598172 0.0111472 0.0181077 0.00317669
internal_weight=1.32604e+06 9229 8753 476 435 305 149 156 129 130 81 8159 3676 4483 103 80 594 534 132 1702 1444 905 885 442 208 443 237 120 110 234
internal_count=1326043 9229 8753 476 435 305 149 156 129 130 81 8159 3676 4483 103 80 594 534 132 1702 1444 905 885 442 208 443 237 120 110 234
is_linear=0
shrinkage=0.05


Tree=391
num_leaves=31
num_cat=3
split_feature=66 53 105 27 42 75 59 87 33 20 34 38 136 68 55 56 67 126 136 37 62 56 71 21 63 136 26 91 97 60
split_gain=0.963761 3.09614 2.97627 2.7132 2.8056 2.04119 2.00512 2.09881 1.9637 2.53927 1.8361 2.36754 2.21229 2.08804 2.48011 1.85519 2.68879 2.69247 1.81202 1.95787 3.07117 2.45917 1.79521 1.78884 2.20103 2.79978 3.19959 2.90334 2.7873 2.23387
threshold=31.085000038146976 12.635000228881838 -0.7550758123397826 346.50000000000006 10.34999990463257 0.8007808029651643 147.11555480957034 0.79179891943931591 11.550000190734865 6.5950000286102304 10.34999990463257 10.750000000000002 0 330.48269653320318 0.66500002145767223 188.69997406005862 35.024999618530281 -0.3172925859689712 1 11.34999990463257 0.23159787058830264 233.85785675048831 281.09931945800787 6.1349999904632577 0.24032625555992129 2 338.50000000000006 0.26727399230003362 -0.86286133527755726 0.37873406708240515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2
left_child=5 2 18 22 -5 -1 7 8 -7 -10 -8 12 13 -12 -15 16 17 -14 -2 -20 21 -21 -4 -13 25 26 27 -25 -27 -28
right_child=1 -3 3 4 -6 6 10 -9 9 -11 11 23 15 14 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 28 29 -29 -30 -31
leaf_value=8.6900916838040744e-06 -0.00012042811151837809 -2.8032274546200416e-05 -0.0013610981583365418 0.003060824472994932 0.019543855969927141 -0.0047186800511553884 -0.0005640927689354292 -0.0020242311208104376 0.023349589287586833 0.0035650376158512451 -2.25021935097229e-05 -0.00056997410528978872 -0.0072683860594406728 0.023913674782961608 0.00086040706129486869 0.0014563915106118905 -0.0092945168958976868 0.0085419298562189362 0.00037785286625139876 0.0016022997815161944 0.0018226864168292064 0.024922982288094669 0.00023648915622516759 0.0047406499707079424 -8.3764576273148077e-05 -0.0073290651742960724 -0.011155009185869438 0.021240887977182866 0.0012513048345843866 0.0078514827838675541
leaf_weight=1065174 2216 63983 2173 331 28 36 23841 2112 23 55 4158 20262 30 20 28 2353 28 263 2959 20 7159 26 9217 557 118321 120 52 28 448 22
leaf_count=1065174 2216 63983 2173 331 28 36 23841 2112 23 55 4158 20262 30 20 28 2353 28 263 2959 20 7159 26 9217 557 118321 120 52 28 448 22
internal_value=-5.79429e-06 0.00015398 0.000636623 6.65942e-05 0.00434641 -1.71665e-05 -0.000176591 -0.00166753 0.00494075 0.00939894 -0.00015713 -9.09874e-05 0.000814523 9.69641e-05 0.0104659 0.00193559 0.0055085 0.00692313 0.0011776 0.00145928 0.00190543 0.0147836 -6.83008e-05 -0.000135547 -6.1917e-05 0.00204487 0.00422714 0.0055304 -0.000551736 -0.00550443
internal_weight=1.32604e+06 88112 24129 11749 359 1.23793e+06 172757 2226 114 78 170531 146690 6880 4206 48 2674 321 293 12380 10164 7205 46 11390 139810 119548 1227 659 585 568 74
internal_count=1326043 88112 24129 11749 359 1237931 172757 2226 114 78 170531 146690 6880 4206 48 2674 321 293 12380 10164 7205 46 11390 139810 119548 1227 659 585 568 74
cat_boundaries=0 1 2 3
cat_threshold=4289 5216 4179
is_linear=0
shrinkage=0.05


Tree=392
num_leaves=31
num_cat=0
split_feature=68 123 36 65 36 55 9 11 60 83 8 52 86 10 7 10 39 24 38 6 75 75 88 63 62 102 53 60 8 86
split_gain=0.920734 4.07081 3.403 2.75739 2.25174 2.61303 2.86971 2.82042 2.5429 2.44906 2.69026 2.39524 4.55566 3.37189 3.06558 2.91808 4.35652 4.88788 4.41929 3.15067 3.0552 2.81732 4.38379 3.80321 5.31147 3.02175 2.99338 2.44529 2.88995 3.44959
threshold=330.48269653320318 0.18222858756780627 16.050000190734867 0.33500000834465032 10.650000095367433 0.38499999046325689 1.9499999880790713 4.2500000000000009 0.2050658315420151 329.32725524902349 18.650000572204593 2.2649999856948857 0.8267144262790681 12.449999809265138 9.7500000000000018 2.0499999523162846 13.250000000000002 326.50000000000006 12.449999809265138 3.2500000000000004 0.7258257567882539 0.70766663551330578 -0.30865217745304102 0.28178121149539953 0.29064586758613592 0.45724260807037359 2.4750000238418584 0.33244140446186071 4.4500000476837167 0.85617756843566906
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 -3 -2 9 6 -6 -8 -7 -5 -11 12 13 21 -13 16 18 -18 20 -17 -14 22 -10 24 -23 -24 -25 28 29 -21
right_child=1 2 -4 4 5 8 7 -9 11 10 -12 14 15 -15 -16 19 17 -19 -20 27 -22 23 25 26 -26 -27 -28 -29 -30 -31
leaf_value=-9.3099035305582416e-06 -0.0038279526789238255 -0.0027284407430185442 0.013797474218881689 0.0017988859348593619 0.022129100028957641 -0.002963977389412216 -0.0060580543530199468 0.0042648242924101945 0.0087564595496638382 -0.0024507011300024077 0.0057796095442932309 -0.00056348631087408958 0.020628004663047338 -0.0061341729422875165 0.0026251861195425406 -0.0064181729880366349 0.0177411035048189 -0.0076264864241238689 0.029268986063876325 0.021418232636642644 -0.0044138131598974095 0.0091630995112479598 0.0089878087416291243 0.0054634976795965573 0.041218010025719808 -0.012037673432173001 0.024998966257249858 0.0036506695569005656 -0.0010911587239483863 0.0014140902958443445
leaf_weight=1315073 313 1174 32 739 21 381 72 817 179 1231 108 2469 21 47 1085 141 27 64 35 32 29 28 25 133 24 54 23 691 909 66
leaf_count=1315073 313 1174 32 739 21 381 72 817 179 1231 108 2469 21 47 1085 141 27 64 35 32 29 28 25 133 24 54 23 691 909 66
internal_value=-5.50462e-06 0.000450669 -0.00228994 0.000789175 0.000942086 0.00135181 0.00386032 0.00342878 0.000998608 -0.000511664 -0.00178687 0.00124684 0.00242334 0.00662998 0.000409983 0.00135237 0.00750294 -9.98389e-05 0.0156424 0.000763731 0.00610375 0.00791736 0.00442662 0.0122472 0.0239577 -0.00538404 0.00834373 0.00136011 -0.000211668 0.00794606
internal_weight=1.32604e+06 10970 1206 9764 9451 7373 910 889 6463 2078 1339 6082 2528 513 3554 2015 176 91 85 1839 50 466 258 208 52 79 156 1698 1007 98
internal_count=1326043 10970 1206 9764 9451 7373 910 889 6463 2078 1339 6082 2528 513 3554 2015 176 91 85 1839 50 466 258 208 52 79 156 1698 1007 98
is_linear=0
shrinkage=0.05


Tree=393
num_leaves=31
num_cat=0
split_feature=104 20 22 35 127 126 29 108 30 37 3 70 112 71 0 17 78 97 86 74 74 59 56 89 27 126 9 77 23 39
split_gain=0.911637 1.58014 3.35397 3.03712 2.965 4.83386 4.56556 4.03255 3.44879 3.10974 2.16568 2.36999 1.93086 2.06373 1.85977 2.31946 2.67331 2.0752 1.92273 2.29895 2.97268 3.54125 2.0516 2.81593 1.8356 1.82552 1.79339 1.74174 1.71919 1.62694
threshold=0.075905535370111479 4.3350000381469735 4.6849999427795419 16.44999980926514 -0.58068084716796864 -0.18222858756780622 1021.5499877929689 -0.5897192358970641 1012.8500061035157 14.449999809265138 159.50000000000003 261.48658752441412 0.77159520983695995 256.87246704101568 125.50000000000001 13.344999790191652 21.295000076293949 0.2708012610673905 0.71774613857269298 0.53294938802719127 0.47863224148750311 247.00946044921878 160.42987060546878 -0.53808835148811329 277.50000000000006 0.99901017546653759 2.4500000476837163 1.4049999713897707 5.9449999332427987 11.050000190734865
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 12 4 10 6 7 9 -7 -6 11 -2 13 -3 17 16 18 -4 29 20 22 -22 -20 -24 -23 -18 -21 -10 -9 -16
right_child=1 2 14 -5 5 8 -8 28 27 -11 -12 -13 -14 -15 15 -17 25 -19 19 26 21 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.7000928381986407e-06 -0.0021676465595976031 -0.0059128780082734443 5.0430004672376198e-05 -0.0097136845409006977 0.0050361726246774194 0.017950311006495245 0.036296343496069312 -0.0037541175751167155 0.0085194974650882865 0.030022242722440175 -0.010098594495532465 0.016799759808117928 -0.0098234268201907223 0.00062777307687595621 0.013661358954951817 -0.00018865689542952506 0.00033561797735078046 -0.0088156683985560914 -0.0080193468485958881 0.018196239750832319 0.029044973840937016 -0.0034379715961404145 0.0022399670033019436 0.015076779488678258 0.0163948788041515 0.014001421870663763 0.0029554497048557295 -0.0045915023913957317 0.013989967029192486 -0.0001212895777092443
leaf_weight=1316814 58 204 4416 41 20 27 20 43 33 33 49 23 95 295 23 1376 1086 67 24 20 35 20 103 73 28 25 553 109 20 310
leaf_count=1316814 58 204 4416 41 20 27 20 43 33 33 49 23 95 295 23 1376 1086 67 24 20 35 20 103 73 28 25 553 109 20 310
internal_value=-5.22939e-06 0.000489978 0.000337409 0.00329551 0.00452167 0.00721667 0.0142335 0.0104296 0.00156999 0.0205935 -0.00180123 0.00321816 -0.00329 -0.00204616 0.000601496 0.00143513 0.00240658 -8.20769e-05 0.00405436 0.00530843 0.00899551 0.0169503 0.00569429 0.00756433 0.00813119 0.000643129 0.00348741 -0.00154458 0.00187893 0.000830665
internal_weight=1.32604e+06 9229 8753 476 435 305 136 116 169 53 130 81 594 499 8159 3676 2300 4483 1189 856 283 83 200 176 48 1111 573 142 63 333
internal_count=1326043 9229 8753 476 435 305 136 116 169 53 130 81 594 499 8159 3676 2300 4483 1189 856 283 83 200 176 48 1111 573 142 63 333
is_linear=0
shrinkage=0.05


Tree=394
num_leaves=31
num_cat=1
split_feature=75 90 77 22 66 27 55 94 54 12 53 57 127 96 78 17 66 79 79 77 136 4 38 65 74 86 36 7 34 56
split_gain=0.886073 2.17922 1.91595 1.80272 1.62153 2.61096 2.51413 3.01768 2.4186 2.14277 2.43561 3.72284 3.75187 2.47617 2.88041 2.64228 2.56184 2.57065 2.44918 2.8026 2.37038 3.0762 2.04507 2.01701 2.00603 1.99489 3.28309 3.147 3.66106 1.98793
threshold=0.8871646821498872 0.49878020584583288 38.23500061035157 4.3250000476837167 31.085000038146976 346.50000000000006 2.1149998903274541 0.90003076195716869 1.1050000190734866 2.5349999666213994 4.8350000381469735 236.21988677978518 0.9980967938899995 -0.99579590559005726 16.525000572204593 11.120000362396242 32.174999237060554 24.57499980926514 8.9049997329711932 10.135000228881838 0 10.750000000000002 16.750000000000004 27.224999427795414 0.86624020338058483 0.74760249257087719 10.449999809265138 0.35000000894069677 13.550000190734865 223.02378845214847
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 9 7 8 -7 10 11 -6 13 14 -13 22 -17 18 19 -18 21 25 -15 -23 -24 26 -12 28 -28 -11
right_child=1 2 -4 -5 5 6 -8 -9 -10 29 20 12 -14 15 -16 16 17 -19 -20 -21 -22 23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-8.4696517120375208e-06 0.010445534393365961 -0.0069393149779607873 0.0064473213552827804 -0.00017227286271400839 -0.0011723781315975659 0.0068488924764096744 0.0021021948595686506 0.00083836187430493111 0.029450322302251027 -0.0013704868744839327 0.022864397227986839 0.0038505721965951751 0.020920925605441294 0.0011605670040663672 0.024985389258446442 -0.0040860664339270446 0.027017531531124281 0.023147354310808277 0.0046178444953968219 0.0050355461897762044 -0.0002656271817811516 0.0052639915790807998 0.023348487973756469 0.025763004548138096 0.0017435892284001142 0.00080587180960389716 0.030475820406255402 0.0018470693057767947 0.0036221897873717056 0.00017327961081965075
leaf_weight=1197299 40 194 31 66478 526 20 225 34 29 2175 23 38 31 1008 28 50 29 26 249 29 4115 28 21 21 22 2260 22 370 30 50592
leaf_count=1197299 40 194 31 66478 526 20 225 34 29 2175 23 38 31 1008 28 50 29 26 249 29 4115 28 21 21 22 2260 22 370 30 50592
internal_value=-4.96792e-06 -0.000182504 -0.00509493 -0.000165888 4.44153e-06 0.000253769 0.00484589 0.0122836 0.0202252 0.000230843 0.000947304 0.0024566 0.0037034 0.00334757 0.0128169 0.00291174 0.00646713 0.00805169 0.00677323 0.0160265 0.000495327 0.00162739 0.00161611 0.0140493 0.0122948 0.00140839 0.00446838 0.00346576 0.0149833 0.000109647
internal_weight=1.32604e+06 66743 225 66518 1.2593e+06 62001 308 83 49 61693 8926 2057 1531 1500 66 1434 383 333 307 58 6869 2754 1051 49 43 2705 445 422 52 52767
internal_count=1326043 66743 225 66518 1259300 62001 308 83 49 61693 8926 2057 1531 1500 66 1434 383 333 307 58 6869 2754 1051 49 43 2705 445 422 52 52767
cat_boundaries=0 1
cat_threshold=2321
is_linear=0
shrinkage=0.05


Tree=395
num_leaves=31
num_cat=1
split_feature=66 52 28 70 29 89 38 1 108 12 54 76 5 20 78 69 126 118 3 97 136 9 31 66 125 111 29 73 101 36
split_gain=0.915431 2.94045 2.85482 2.86421 2.8105 2.68564 2.60781 2.5094 3.36438 2.46828 2.57936 2.70034 2.86677 2.3554 2.25755 2.08336 2.02679 2.13701 2.73261 2.1645 1.92313 2.24224 1.8218 2.72263 2.04353 2.80171 1.83268 2.94306 2.91362 3.38675
threshold=34.565000534057624 10.565000057220461 1012.2500000000001 337.31549072265631 1013.4500122070314 -0.80814343690872181 10.949999809265138 130.50000000000003 0.9355444908142091 2.6049998998641972 1.7649999856948855 11.574999809265138 2.8500000238418584 6.6150000095367441 31.945000648498539 301.73802185058599 0.9980967938899995 0.94828754663467418 341.50000000000006 -0.0881364271044731 0 5.4500000476837167 1015.3500061035157 72.545001983642592 -0.74892720580101002 -0.31010280549526209 1013.8500061035157 0.81913548707962047 0.62852439284324657 13.34999990463257
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 9 -5 -2 -7 14 -9 10 11 -4 -13 -10 -6 -14 17 20 19 -19 21 -8 23 24 25 -12 27 28 -26 -30
right_child=1 -3 3 4 7 6 16 8 13 -11 22 12 15 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-1.8433010430310361e-05 0.00066215238762012149 -1.136611279953439e-05 -0.0048915672849750881 -0.0037883967665644984 -0.0063986716706457801 -0.0048831430293355535 -0.00962305101157542 0.025593278585284047 -0.0075546531716272946 0.00043896251919181453 -0.0017615895564208777 0.025988394437501061 0.01711228625530279 0.010437074956237614 0.0080666555683516598 0.0027418836630192043 -0.012066791473740811 -0.013525442415848375 0.016392615601597799 0.0094580733882529411 0.00037797204588136546 -0.0015405806892126079 0.001023891179827299 0.021566365384496751 0.0024941441465144683 0.009763128280035567 0.00032773625234795841 0.0023378837558920593 0.033243206948435938 0.0065878696508165878
leaf_weight=1252897 3513 56009 33 66 49 469 114 33 21 6641 71 26 38 136 60 75 38 20 42 21 1055 347 2926 20 38 205 646 298 26 22
leaf_count=1252897 3513 56009 33 66 49 469 114 33 21 6641 71 26 38 136 60 75 38 20 42 21 1055 347 2926 20 38 205 646 298 26 22
internal_value=-8.40085e-06 0.000163644 0.000738584 0.00119223 0.00555014 -0.000184207 -0.00159601 0.0076115 0.0110809 0.00104848 0.00196343 0.00796619 0.0110188 0.00803054 0.00156389 0.00757441 -0.00065425 -0.000383032 0.00742892 -0.0017534 -0.000810732 -0.00346414 0.00172061 0.00325802 0.00297765 0.00679844 0.00195383 0.00468938 0.0128376 0.0210262
internal_weight=1.32596e+06 73058 17049 11430 365 5619 2106 299 190 11065 4424 172 139 157 109 113 1637 1599 83 41 1516 461 4252 1326 1306 276 1030 384 86 48
internal_count=1325955 73058 17049 11430 365 5619 2106 299 190 11065 4424 172 139 157 109 113 1637 1599 83 41 1516 461 4252 1326 1306 276 1030 384 86 48
cat_boundaries=0 1
cat_threshold=1043
is_linear=0
shrinkage=0.05


Tree=396
num_leaves=31
num_cat=0
split_feature=59 96 23 122 112 8 54 76 18 5 64 39 39 71 5 35 86 22 57 91 124 52 72 90 89 54 65 93 97 115
split_gain=0.913317 2.98846 3.35547 3.59116 2.81438 2.06027 2.05282 2.71859 3.04069 1.95421 2.05733 1.91709 2.69035 1.84039 1.61459 1.61221 1.81336 1.6681 1.63831 1.73809 1.83273 1.55559 1.49525 2.6271 1.56139 1.46144 1.45251 1.39285 1.33011 1.32729
threshold=347.59048461914068 -0.99908936023712147 5.1949999332427987 -0.44618082046508784 0.095842104405164733 18.050000190734867 0.78499999642372142 1.3450000286102297 8.7100000381469744 0.94999998807907116 28.685000419616703 11.84999990463257 12.449999809265138 291.40100097656256 12.550000190734865 13.949999809265138 0.89636605978012096 6.4849998950958261 264.18202209472662 -0.022105064243078228 0.99140709638595592 1.8149999976158144 0.80394890904426586 -0.43313902616500849 -0.57987269759178151 0.034999999217689044 33.254999160766609 0.36249475181102758 -0.66478702425956715 -0.9366365075111388
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 2 -2 -4 5 6 7 8 -3 27 25 -8 14 -6 22 18 -17 28 -14 20 -20 -7 23 -13 -24 -11 -26 -9 -18 -27
right_child=1 4 3 -5 13 21 11 9 -10 10 -12 12 15 -15 -16 16 17 -19 19 -21 -22 -23 24 -25 26 29 -28 -29 -30 -31
leaf_value=-6.1156168476713238e-06 -0.0065077518984749498 0.019750952873378993 0.030531589803285897 0.0022190992587379048 -0.00029971812016748147 0.019655968379229311 -0.0030435432738034687 -0.0040121143045169973 -0.0046712180814490875 -6.347719326983264e-06 0.0065856898139992903 0.00577008623876335 -0.0059923986242141668 0.016625387353512149 -0.0078336946175841162 0.00013823112069202855 0.0071140690551449856 -0.0030198518718991961 -0.0028310812239059329 0.014048413716373035 0.0097725379711129916 -6.4517896098550417e-05 0.011258655439208572 0.022215040948461086 -0.014026713761545363 -0.00079152506330738891 0.0045699618756771089 0.0099019410113829216 0.023760549438884483 -0.0082513522560409107
leaf_weight=1323282 22 25 24 21 29 20 586 35 26 81 33 85 210 36 20 402 30 21 229 20 33 20 24 34 21 69 21 37 20 439
leaf_count=1323282 22 25 24 21 29 20 586 35 26 81 33 85 210 36 20 402 30 21 229 20 33 20 24 34 21 69 21 37 20 439
internal_value=-7.98066e-06 -0.000931281 0.00949535 0.0173191 -0.00119935 -0.00146215 -0.00164221 -0.00384144 0.00730043 -0.00466023 -0.00556293 -0.000709157 0.000460031 0.00907419 0.005662 -0.000645051 0.00143929 0.00880586 -0.0026489 -0.000159062 -0.0012436 0.00979573 0.007121 0.0104686 0.00108509 -0.00624359 -0.00472838 0.00313816 0.0137727 -0.00723811
internal_weight=1.32596e+06 2673 67 45 2606 2541 2501 745 51 694 622 1756 1170 65 205 965 473 71 492 282 262 40 185 119 66 589 42 72 50 508
internal_count=1325955 2673 67 45 2606 2541 2501 745 51 694 622 1756 1170 65 205 965 473 71 492 282 262 40 185 119 66 589 42 72 50 508
is_linear=0
shrinkage=0.05


Tree=397
num_leaves=31
num_cat=1
split_feature=117 79 94 29 136 63 118 43 10 106 86 7 115 76 52 78 125 88 65 12 93 90 106 52 4 102 106 31 30 27
split_gain=0.891275 2.28635 2.66666 2.55466 2.46438 2.5561 2.50719 3.0499 3.37887 2.17578 2.20481 2.04783 2.6779 2.59271 2.44771 2.26846 2.19899 2.59811 4.03317 2.541 2.4642 2.26602 2.15423 2.67527 2.14807 2.12204 2.04131 2.12661 2.27087 2.80115
threshold=-0.85260769724845875 1.8750000000000002 -0.96401745080947865 1009.8500061035157 0 0.57779043912887584 0.608738273382187 10.949999809265138 3.8500000238418584 -0.93087774515151966 0.82596561312675487 5.3500001430511483 0.89490029215812694 1.0000000180025095e-35 0.86500000953674328 3.435000061988831 -0.14780378341674802 -0.84791639447212208 0.65500000119209301 0.78499999642372142 -0.56479567289352406 -0.65479043126106251 -0.98354190587997425 2.2649999856948857 1.0500000119209292 -0.74074962735176075 -0.99973723292350758 1009.6499938964845 1010.1499938964845 185.50000000000003
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 11 -6 -8 -9 10 -5 13 14 25 -13 22 26 18 21 24 -20 -18 -16 -24 -19 -3 -15 28 -28 -30
right_child=-2 4 -4 9 6 -7 7 8 -10 -11 -12 12 -14 16 15 -17 17 19 20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0065452338978355847 -2.0749012423535292e-05 -0.0010759142678580247 1.6378136416077512e-05 -0.0015641118993124246 -0.00014335596032318703 -0.00036275928519550479 0.0010391565906228172 -0.0026716116350144151 0.013556828646745423 0.00050612406005971495 -0.0075356870919460472 -0.0039177912997948967 0.015125636632243792 -0.0041199252892192431 -0.0072113288237839399 0.00078726699222488126 0.0047186506051932363 -0.0093040788643483138 0.0053159305016280281 0.0018098941950204066 -0.0008183164042645831 0.020913441662021259 0.0052045889115626262 -0.0029071378791635741 -0.00032875399069496328 0.012838312143716833 0.0021487360912081049 0.00035165477711840621 0.024758073796207706 0.0053143531005135029
leaf_weight=223 1201944 40 72178 1934 21803 4175 2813 47 101 1394 168 348 30 234 168 4821 36 73 478 6620 249 54 140 371 768 87 285 4287 27 59
leaf_count=223 1201944 40 72178 1934 21803 4175 2813 47 101 1394 168 348 30 234 168 4821 36 73 478 6620 249 54 140 371 768 87 285 4287 27 59
internal_value=-7.58163e-06 0.00012004 -5.08966e-05 -0.00135656 0.000389682 0.000758044 4.20292e-05 0.00140723 0.0084032 -0.00102559 -0.00204138 0.00100247 0.000225312 0.00134602 0.000148874 0.000406183 0.00127746 0.00177413 0.00445098 0.00148101 0.00321493 0.0144355 -0.00229957 -0.000684747 -0.00110782 0.00845588 0.000437017 0.00066594 0.00429759 0.0114188
internal_weight=1.32596e+06 124011 75897 3719 48114 23350 24764 2961 148 3496 2102 19175 5878 13297 5848 5500 13170 8278 817 7461 727 90 679 511 841 127 4892 4658 371 86
internal_count=1325955 124011 75897 3719 48114 23350 24764 2961 148 3496 2102 19175 5878 13297 5848 5500 13170 8278 817 7461 727 90 679 511 841 127 4892 4658 371 86
cat_boundaries=0 1
cat_threshold=5346
is_linear=0
shrinkage=0.05


Tree=398
num_leaves=31
num_cat=3
split_feature=99 43 136 19 13 58 110 136 67 42 108 78 97 88 92 136 7 19 12 37 61 12 113 111 68 111 3 125 86 79
split_gain=0.863716 2.92163 6.76842 4.74045 6.68967 3.57673 4.34424 3.6093 3.47921 3.46454 3.17216 3.12119 4.36971 3.06982 3.05864 2.95679 3.23961 2.68298 3.16251 2.75466 3.29879 3.17877 6.81368 3.49108 2.66306 3.8505 3.3756 2.67076 2.82504 2.74212
threshold=-0.96582823991775502 9.0500001907348651 0 11.120000362396242 1.6050000190734866 232.88762664794925 0.32256823778152471 1 1.075000047683716 7.2500000000000009 -0.88447460532188404 0.5249999761581422 -0.98531189560890187 -0.36222180724143976 -0.99973264336585987 2 9.2500000000000018 4.6550002098083505 0.56499999761581432 14.750000000000002 0.24206681549549106 0.87500000000000011 -0.99687939882278431 -0.093066550791263566 257.33636474609381 0.43548011779785162 344.50000000000006 0.44618082046508795 0.89864501357078563 14.355000019073488
decision_type=2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 17 6 7 -4 15 -10 -5 12 -9 -11 -7 16 -8 -1 -19 20 -20 22 -22 -24 27 26 -26 28 29 -21
right_child=-2 -3 5 10 -6 14 8 11 9 13 -12 -13 -14 -15 -16 -17 -18 18 19 24 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.005626224716208085 9.2205321616844748e-06 -0.00075797419572644614 -0.0028122433006180802 0.014834927795203151 -0.00058495008648357897 0.0074201885634101938 0.004557169140544058 0.021008608018373474 -0.00036891610535018881 -0.0025969344843178987 0.00012405273601543925 -0.00086836863208713936 -0.0025119519664440308 0.022528640853781853 2.5380406665131295e-05 0.00034318018362022228 -0.0019320110192037263 0.021938505928175381 -0.0092170013967206917 0.003156423605761341 0.036665759785100817 0.0014852947264667616 0.021563072630238753 0.0015162178377625072 0.0060861493368362281 0.023013420996423336 0.020844171764101926 -0.0026735612700576894 0.022639531605157324 0.019361119005563004
leaf_weight=66 1137548 15763 2701 37 997 140 985 39 26600 20 3823 13319 40 31 118406 2942 239 26 59 386 20 651 27 111 705 39 41 144 22 28
leaf_count=66 1137548 15763 2701 37 997 140 985 39 26600 20 3823 13319 40 31 118406 2942 239 26 59 386 20 651 27 111 705 39 41 144 22 28
internal_value=-7.20255e-06 -0.00010636 -4.68658e-05 0.00145473 0.00284144 -0.000112125 -0.000481659 -0.00114733 -0.000133906 -0.000343954 0.000265064 -0.00080899 0.00909946 0.0126755 3.41135e-05 0.00120982 0.00326342 0.00431073 0.00460105 0.00439918 0.00219694 0.00302935 0.00939126 0.00543843 0.00579959 0.00769792 0.00689725 0.00323029 0.00518018 0.00425239
internal_weight=1.32596e+06 188407 172644 7182 3322 165462 46916 16099 30817 26651 3860 13398 79 51 118546 4166 1224 2325 2259 2233 868 809 158 138 1365 785 746 580 436 414
internal_count=1325955 188407 172644 7182 3322 165462 46916 16099 30817 26651 3860 13398 79 51 118546 4166 1224 2325 2259 2233 868 809 158 138 1365 785 746 580 436 414
cat_boundaries=0 1 2 3
cat_threshold=32 5634 4626
is_linear=0
shrinkage=0.05


Tree=399
num_leaves=31
num_cat=1
split_feature=59 96 23 58 112 8 54 76 73 39 39 0 71 9 2 136 88 36 38 102 77 92 67 96 75 96 38 89 79 91
split_gain=0.828445 2.69976 3.02762 3.25461 2.53289 1.86002 1.85438 2.44073 2.20084 1.72874 2.43026 2.43689 1.66834 1.61364 1.58345 1.7449 2.06691 2.05736 2.67409 1.69699 1.58758 1.56319 1.649 2.07287 1.56096 2.32272 1.54025 1.51222 1.44626 1.55396
threshold=347.59048461914068 -0.99908936023712147 5.1949999332427987 258.01029968261724 0.095842104405164733 18.050000190734867 0.78499999642372142 1.3450000286102297 0.44475618004798895 11.84999990463257 12.449999809265138 328.50000000000006 291.40100097656256 1.3499999642372134 260.50000000000006 0 -0.85303837060928334 15.050000190734865 17.349999427795414 -0.13977457582950589 34.704999923706062 -0.99362230300903309 7.3250000476837167 -0.84850627183914173 0.90304362773895275 -0.25979760289192194 13.750000000000002 -0.2129973620176315 31.445000648498539 -0.11280756443738936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -3 -8 11 28 -6 -9 -12 19 17 -17 -19 -16 -18 -15 -23 -24 25 26 -25 -7 29 -11
right_child=1 4 3 -5 12 27 9 13 -10 10 14 -13 -14 21 15 16 20 18 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.0670756695669334e-06 -0.0061772119357060137 -0.0041112892198725609 0.030204556543718689 0.0033046574706373658 -0.00031974863196755279 -0.00041532120463671167 -0.0028913305437955378 0.0034821742747010568 0.016698222904017679 0.011547588426138051 -0.0034048793966778451 -0.0021907549715251664 0.015794813301828175 0.0085942738503217691 0.011875842063454913 0.0032211728638312856 -0.00086429753395924833 0.028715606204544504 0.0042841882134477295 -0.0028415534022437007 0.012783469583761567 -0.0075214626095708162 0.010592963729452875 -0.0074345842423558309 -0.01536170062250816 0.011853591337800028 0.005531035668762594 0.019028311606962237 0.018052996096334286 -0.0010808950299092215
leaf_weight=1323282 22 24 22 23 29 20 586 59 27 58 333 70 36 20 21 61 190 24 21 291 24 398 28 109 26 25 29 20 35 42
leaf_count=1323282 22 24 22 23 29 20 586 59 27 58 333 70 36 20 21 61 190 24 21 291 24 398 28 109 26 25 29 20 35 42
internal_value=-6.84335e-06 -0.000886198 0.00902401 0.0164557 -0.00114099 -0.0013903 -0.00156138 -0.00365162 0.00690551 -0.000674578 0.000435693 0.00537983 0.00860524 -0.00442743 -0.000614615 0.000855572 0.00338855 0.00920409 0.0173143 -0.00179348 0.000666293 -0.00516234 -0.00560971 -0.00210337 -0.00398431 -0.00216951 -0.00470992 0.0093065 0.00930531 0.00624363
internal_weight=1.32596e+06 2673 67 45 2606 2541 2501 745 51 1756 1170 205 65 694 965 632 320 106 45 312 214 635 615 217 189 163 138 40 135 100
internal_count=1325955 2673 67 45 2606 2541 2501 745 51 1756 1170 205 65 694 965 632 320 106 45 312 214 635 615 217 189 163 138 40 135 100
cat_boundaries=0 1
cat_threshold=4866
is_linear=0
shrinkage=0.05


Tree=400
num_leaves=31
num_cat=0
split_feature=34 104 53 121 89 114 64 90 75 8 61 104 29 59 87 91 72 88 125 85 55 75 21 2 1 105 52 97 89 73
split_gain=0.999153 3.47341 2.34201 2.30864 1.93441 2.87073 1.63097 2.25959 2.97077 2.36559 2.05616 2.21226 1.94349 1.89097 1.75049 1.77963 2.24984 1.71911 1.47072 1.41562 1.39599 1.39213 1.64812 1.33453 1.31839 1.27641 1.25295 1.36901 1.12355 1.09906
threshold=20.849999427795414 -0.99928250908851612 4.1749999523162851 -0.23343648016452787 0.18273454159498217 -0.99687939882278431 11.715000152587892 -0.92756241559982289 0.34309913218021398 1.9499999880790713 0.42098131775856024 -0.99385154247283924 1008.6499938964845 243.77849578857425 0.85263574123382579 -0.71133446693420399 0.29880036413669592 -0.98259213566780079 0.35019405186176306 0.8351900875568391 1.1349999904632571 0.43606163561344152 5.8750000000000009 283.50000000000006 300.50000000000006 -0.98435381054878224 4.0150001049041757 -0.93950000405311573 -0.98894757032394398 0.50813451409339916
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 2 3 4 5 -2 7 8 -3 -10 14 23 -13 18 17 25 -17 -9 -11 -20 -18 -7 -23 -12 -25 -16 29 -28 -19 -14
right_child=1 6 -4 -5 -6 21 -8 10 9 13 11 12 26 -15 15 16 20 28 19 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-1.8566754702797861e-06 0.02984264392095308 0.017941916062950324 -0.0013393636416908154 -0.001275692494320018 -0.0021369031741328183 0.016094583567035827 -0.0044756432805148644 0.010553678877365131 0.019137451611459258 -0.00072484592375395875 0.0013445607492884185 0.015221248548000289 0.0016321935343333116 -0.0037510939117055388 0.012082725319833983 0.007200393551029265 -0.018930962153181838 0.010557969450950624 0.0046135146112646908 0.022625005799345673 -0.0069527352254995164 -0.0048100209368082385 0.01319784045012461 -0.0018151895639797054 -0.017537748549754421 -0.0028459675284102561 0.0077644967342606723 -0.00076507496835592282 -8.0492626457021377e-05 0.0094219508525915444
leaf_weight=1320789 24 39 74 42 21 57 166 39 20 37 81 39 71 96 21 20 37 25 24 20 71 24 27 30 24 45 62 195 3417 125
leaf_count=1320789 24 39 74 42 21 57 166 39 20 37 81 39 71 96 21 20 37 25 24 20 71 24 27 30 24 45 62 195 3417 125
internal_value=8.06782e-07 0.0007082 0.00623401 0.00910801 0.0119584 0.0142009 0.000392204 0.00057027 0.00533383 0.00283781 0.00030895 0.00295537 0.00451111 0.000996046 -0.000142562 -0.00476502 -0.00820377 0.000115053 0.00662229 0.0128006 -0.0110564 0.0107249 0.00472355 -0.00271446 -0.00880299 0.00190407 0.00358905 0.00129264 -3.22315e-06 0.00660015
internal_weight=1.32576e+06 4973 269 195 153 132 4704 4538 236 197 4302 627 492 177 3675 194 128 3481 81 44 108 108 51 135 54 66 453 257 3442 196
internal_count=1325762 4973 269 195 153 132 4704 4538 236 197 4302 627 492 177 3675 194 128 3481 81 44 108 108 51 135 54 66 453 257 3442 196
is_linear=0
shrinkage=0.05


Tree=401
num_leaves=31
num_cat=1
split_feature=92 88 29 53 136 92 92 59 33 85 98 28 121 112 3 12 65 30 35 11 29 114 97 106 16 76 103 116 90 88
split_gain=0.918613 2.73463 3.70543 3.56743 3.1108 3.39838 3.17865 2.8826 3.95971 3.76811 3.10299 2.9881 2.92011 2.86774 2.86413 2.66134 2.97345 2.93871 3.10289 6.16553 3.03243 3.10562 2.90909 2.93104 2.88946 4.47906 3.17096 3.1295 4.26112 4.25958
threshold=-0.068167630583047853 0.021021349355578426 1029.1499633789065 1.8450000286102297 0 0.32007801532745367 0.051774643361568458 192.34860992431643 17.150000572204593 0.77031612396240245 -0.99988216161727894 1017.8500061035157 -0.8338540494441985 0.095842104405164733 317.50000000000006 2.6049998998641972 25.265000343322757 1014.4500122070314 15.150000095367433 5.5499999523162851 1014.2500000000001 0.55191597342491161 -0.48619686067104334 -0.75118690729141224 13.344999790191652 2.1250000000000004 -0.46324031054973597 -0.59480014443397511 -0.69714781641960133 -0.27350842952728266
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 7 5 6 -5 8 11 -10 -9 13 -11 -3 -8 16 17 -1 24 20 21 -20 23 -21 25 26 -19 -26 29 -29
right_child=1 2 -4 4 -6 -7 14 10 9 12 -12 -13 -14 -15 -16 -17 -18 18 19 22 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.00026774407293596471 -1.6081805094456076e-05 -0.0023616780848806449 0.017801662804021574 -0.0048480235505849126 -0.0054971473579456722 -0.0025649497887910151 0.0022254225146025419 -0.013385781410615891 0.025528274840958744 0.016369193917053056 0.00062614826301358268 -0.0080714200289896988 -0.0078430613079531631 0.012888130987994373 0.015173110676308475 -0.00044983987942795933 0.0012426720282164663 -0.00083843234329378225 0.0016587520377661245 -0.0017748498229796196 -0.0001657342351594233 0.016910181124352247 -0.00343319571342638 -3.3570551817194869e-05 4.0680464335012765e-05 0.00010585230737652212 0.0018379584872483181 -0.00024544973744594054 -0.0025688446108601947 -0.0062586503081739041
leaf_weight=131171 997351 842 26 74 704 1155 105 40 23 20 3236 243 33 32 72 22525 5721 1342 1826 6211 21790 34 1534 3956 21616 84960 6312 9431 3073 304
leaf_count=131171 997351 842 26 74 704 1155 105 40 23 20 3236 243 33 32 72 22525 5721 1342 1826 6211 21790 34 1534 3956 21616 84960 6312 9431 3073 304
internal_value=7.66443e-07 -2.27972e-05 -0.00103682 -0.00111127 -0.00280573 -0.001409 0.0038541 -0.000311249 -0.00241555 0.0086278 0.000455062 -0.00316694 0.00129364 -0.00180333 0.00749228 7.42794e-05 0.000113727 9.17253e-05 -5.04553e-05 -0.00046478 -3.18038e-07 0.00193754 -0.00140355 -0.00109731 6.48393e-05 0.000210219 0.0013687 -0.000326289 -0.000945622 -0.000433227
internal_weight=1.32576e+06 1.00396e+06 6605 6579 2110 1406 251 4469 1193 76 3276 1117 53 874 177 321806 299281 293560 162389 35351 23650 1860 11701 10167 127038 92614 7654 34424 12808 9735
internal_count=1325762 1003956 6605 6579 2110 1406 251 4469 1193 76 3276 1117 53 874 177 321806 299281 293560 162389 35351 23650 1860 11701 10167 127038 92614 7654 34424 12808 9735
cat_boundaries=0 1
cat_threshold=4370
is_linear=0
shrinkage=0.05


Tree=402
num_leaves=31
num_cat=0
split_feature=34 104 84 107 69 82 81 86 66 64 90 75 8 61 104 29 59 87 91 72 88 125 55 9 6 76 31 91 52 97
split_gain=0.892334 3.12528 2.19813 1.79436 1.9515 2.08613 1.774 1.59557 1.82767 1.47353 2.03435 2.68985 2.13724 1.84847 1.99708 1.75486 1.70132 1.58982 1.60366 2.03124 1.55167 1.32563 1.26005 1.23454 1.5908 1.18555 1.14892 1.14886 1.13041 1.23372
threshold=20.849999427795414 -0.99928250908851612 0.8166949748992921 -0.98865070939064015 191.6743087768555 262.94050598144537 271.40663146972662 0.74916133284568798 1.0249999761581423 11.715000152587892 -0.92756241559982289 0.34309913218021398 1.9499999880790713 0.42098131775856024 -0.99385154247283924 1008.6499938964845 243.77849578857425 0.85263574123382579 -0.71133446693420399 0.29880036413669592 -0.98259213566780079 0.35019405186176306 1.1349999904632571 4.8500001430511483 1.8499999642372134 2.4750000238418584 1012.1499938964845 -0.81309920549392689 4.0150001049041757 -0.93950000405311573
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 2 7 4 -4 -6 -7 25 -9 10 11 -3 -13 17 23 -16 21 20 27 -20 -12 -14 -21 24 -15 -2 -23 -19 -17 -30
right_child=1 9 3 -5 5 6 -8 8 -10 -11 13 12 16 14 15 28 -18 18 19 22 -22 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.791011592920048e-06 0.0028556348616763463 0.017055836136643895 0.0037497642540162608 0.00040091964765451852 0.0055594912357628352 0.034676597494146102 0.014816643229939723 0.0064451985703460101 -0.0095824982211722629 -0.0042574426322138917 0.010025435237166209 0.018176571112126113 -0.00070571217723694208 0.003646482888496283 0.014455281520405643 0.0062620436514778848 -0.0035698489150187622 -0.0027181667555123568 0.0068298245896585286 -0.017998673731612191 -4.1680678671237011e-06 0.020214805887504059 -0.0066186044393041713 0.0056539227528607143 -0.0097326042175101234 0.017437333362177017 0.004055662952702154 0.011444950786729654 0.0073645081589347686 -0.0007326494693123283
leaf_weight=1320789 46 39 31 32 20 23 22 29 46 166 39 20 37 33 39 196 96 45 20 37 3442 22 71 34 68 20 22 21 62 195
leaf_count=1320789 46 39 31 32 20 23 22 29 46 166 39 20 37 33 39 196 96 45 20 37 3442 22 71 34 68 20 22 21 62 195
internal_value=7.26048e-07 0.000669237 0.00591082 0.0106546 0.0140725 0.0189957 0.0249673 0.00160441 -0.00338512 0.000369495 0.000538748 0.00505865 0.00268358 0.000290794 0.0028 0.00427815 0.000932957 -0.000137307 -0.00454252 -0.00780684 0.0001082 0.00626962 -0.0105173 -0.00258704 -0.00536122 0.00727433 0.0121352 0.00178828 0.00340197 0.00122075
internal_weight=1.32576e+06 4973 269 128 96 65 45 141 75 4704 4538 236 197 4302 627 492 177 3675 194 128 3481 81 108 135 101 66 44 66 453 257
internal_count=1325762 4973 269 128 96 65 45 141 75 4704 4538 236 197 4302 627 492 177 3675 194 128 3481 81 108 135 101 66 44 66 453 257
is_linear=0
shrinkage=0.05


Tree=403
num_leaves=31
num_cat=0
split_feature=97 109 91 40 70 127 20 93 75 115 90 101 79 114 98 27 87 88 91 123 54 26 83 68 103 87 65 2 83 31
split_gain=0.839759 3.12135 3.58608 2.74824 4.11737 2.43107 2.32991 2.32535 2.14848 2.19261 2.93971 2.3619 2.15519 2.78337 2.4177 2.32696 2.20053 2.06594 2.67678 2.32649 2.0431 2.02449 2.25992 2.03016 2.00269 1.94137 2.16483 1.93152 1.9108 2.05972
threshold=1.0000000180025095e-35 0.9227779507637025 0.45097571611404424 16.050000190734867 182.3959884643555 0.99687939882278453 10.444999694824221 -0.97952386736869801 0.67172217369079601 -0.81408452987670887 0.34487038850784307 -0.51447758078575123 16.285000801086429 -0.79332312941551197 -0.99855858087539662 310.50000000000006 0.90991187095642101 -0.96321767568588246 -0.99126458168029774 -0.58068084716796864 0.14500000327825549 273.50000000000006 279.41764831542974 228.47888946533206 0.97469064593315136 0.56702038645744335 0.25499999523162847 322.50000000000006 314.95359802246099 1011.6499938964845
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 4 5 6 25 -3 9 28 12 -12 14 -14 -11 -16 -15 -9 -19 -20 24 22 23 -5 -21 -2 -27 -4 29 -6
right_child=1 2 27 21 8 -7 -8 17 -10 10 11 -13 13 16 15 -17 -18 18 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.574350044165919e-06 -0.0090395914708072244 0.018166951640021235 0.0058037727494679751 0.0013415495433722789 0.0027050970251763003 0.01348097319714725 0.0062356748159915687 -0.011535771256312728 -0.0047490615030600205 0.012856060618401638 0.0044585629917469017 0.01998220610207525 0.020702354434877637 0.0011003697965963838 0.00046947423297791875 -0.0037432125342617174 0.017228859085783674 0.01826250016844521 0.014068142592441291 0.019837676050207979 -0.0021128328269195006 0.015707591317594052 -0.0092720933714493491 0.013022445058688903 0.0025744320445006625 0.0072822258332554185 -0.0033714790134937362 0.026777350335665376 0.0092661487020771292 -0.0042287980646572333
leaf_weight=1318832 148 21 21 805 133 22 63 30 243 35 158 29 25 178 1589 413 24 24 32 21 290 25 48 39 84 49 1774 23 34 550
leaf_count=1318832 148 21 21 805 133 22 63 30 243 35 158 29 25 178 1589 413 24 24 32 21 290 25 48 39 84 49 1774 23 34 550
internal_value=6.89745e-07 -0.000548273 0.00308021 -0.000858603 -0.00128348 -0.00305088 -0.00322969 0.00188055 -0.000218168 0.000129373 0.000840826 0.00686597 0.000343166 0.00496439 -0.000171816 -0.000399577 0.00301663 0.0011695 0.00201464 0.00110141 5.09417e-05 0.00167443 0.00128112 0.00188131 0.00602708 -0.00353223 -0.00308512 0.0167672 -0.00230267 -0.00287857
internal_weight=1.32576e+06 6930 546 6384 5467 2056 2034 502 3411 3168 2451 187 2264 227 2037 2002 202 481 451 427 395 917 892 844 105 1971 1823 44 717 683
internal_count=1325762 6930 546 6384 5467 2056 2034 502 3411 3168 2451 187 2264 227 2037 2002 202 481 451 427 395 917 892 844 105 1971 1823 44 717 683
is_linear=0
shrinkage=0.05


Tree=404
num_leaves=31
num_cat=2
split_feature=92 87 22 52 12 88 92 84 42 23 95 58 95 57 110 121 58 23 25 4 4 32 16 22 55 136 24 37 136 39
split_gain=0.833082 2.71065 2.82309 2.93562 2.59581 2.53228 2.89731 4.80607 3.33789 3.19006 2.97335 3.30283 4.11662 2.97717 3.40855 2.71105 2.92499 2.60134 2.45687 2.89136 2.42748 4.98268 3.60355 3.90052 3.92872 3.32548 3.33917 3.08862 3.24853 3.68605
threshold=-0.068167630583047853 0.8537825644016267 5.1250000000000009 1.2749999761581423 2.2050000429153447 1.0000000180025095e-35 0.78704518079757702 0.79862648248672496 11.250000000000002 4.9349999427795419 0.92665228247642528 290.00083923339849 0.85714882612228405 193.68055725097659 0.90116047859191906 -0.60873827338218678 212.26129150390628 5.9649999141693124 348.50000000000006 12.550000190734865 8.0500001907348651 16.94999980926514 8.7100000381469744 7.1849999427795419 2.3549998998641972 0 325.50000000000006 17.250000000000004 1 11.34999990463257
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 1 2 2 1 2
left_child=18 -2 -3 5 -5 -4 7 -7 -8 -9 11 12 15 -13 17 16 -11 -15 20 -20 22 27 -1 -24 25 26 -25 28 29 -22
right_child=1 2 3 4 -6 6 8 9 -10 10 -12 13 -14 14 -16 -17 -18 -19 19 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00045788089296282247 9.6547257759453083e-06 -0.0011035671681749769 0.00046519101034088158 -0.00062123836321408606 -8.8037428014029422e-05 0.019691793926176617 -0.0029443770391892081 0.019014892567481317 -0.018506819206393427 0.011659494311445291 -0.0098014700622297835 -0.0050316597629142439 0.018281631986610591 0.015185923567943037 0.023044066608716281 -0.0061571614675255751 -0.0034394776212829576 -0.004449554269730642 -0.0029220975330391061 0.0080281250644475225 0.0016183110788428531 -0.0023560446289414977 -0.00015631270159269424 6.8539076183608591e-05 0.00043549466512344653 -0.0013156775249060311 0.0059238894815065377 0.002446817347739444 -0.00054755907750512437 -3.0175206907780465e-05
leaf_weight=67219 875719 8747 21940 37365 58663 32 803 21 36 54 80 38 24 31 39 248 79 37 1038 64 4080 2608 114047 5882 71616 6436 254 1149 27332 20081
leaf_count=67219 875719 8747 21940 37365 58663 32 803 21 36 54 80 38 24 31 39 248 79 37 1038 64 4080 2608 114047 5882 71616 6436 254 1149 27332 20081
internal_value=6.55258e-07 -2.17846e-05 -0.000236481 -0.000173008 -0.000295509 0.000328376 -0.00164384 0.000774019 -0.00361213 -0.000155887 -0.000794912 0.000515132 -0.00180327 0.00699066 0.0112603 -0.00306846 0.00269093 0.00450191 7.06623e-05 -0.00228615 7.87607e-05 -0.000222765 0.000141518 3.42439e-05 0.000292385 -0.000522832 0.000310416 -0.000117078 -0.000174288 0.000248097
internal_weight=1.32576e+06 1.00396e+06 128237 119490 96028 23462 1522 683 839 651 630 550 405 145 107 381 133 68 321806 1102 320704 55250 265454 198235 84188 12572 6136 52642 51493 24161
internal_count=1325762 1003956 128237 119490 96028 23462 1522 683 839 651 630 550 405 145 107 381 133 68 321806 1102 320704 55250 265454 198235 84188 12572 6136 52642 51493 24161
cat_boundaries=0 1 2
cat_threshold=3968 2822
is_linear=0
shrinkage=0.05


Tree=405
num_leaves=31
num_cat=0
split_feature=25 52 89 64 96 61 14 94 22 22 67 127 95 14 52 116 31 111 27 77 105 73 91 62 58 126 96 91 89 57
split_gain=0.96032 2.41711 2.8737 1.96866 1.51341 1.99206 1.39445 1.43338 1.91594 1.69604 1.62967 1.54586 2.05647 1.35045 1.86713 1.30738 1.58182 1.33111 1.219 2.74941 2.9607 3.71786 3.68454 2.53802 3.20643 2.91784 2.92742 2.47481 2.44182 3.62587
threshold=354.50000000000006 0.074999999254941954 -0.43539242446422571 0.45499999821186071 -0.075645487755537019 0.41518555581569677 0.76499998569488536 1.0000000180025095e-35 5.0650000572204599 4.9049999713897714 0.54500001668930065 -0.63605400919914235 -0.051772143691778176 2.685000061988831 1.2450000047683718 0.99535831809043895 1019.8500061035157 0.99422505497932445 342.50000000000006 28.82499980926514 -0.4377176165580749 0.2565304040908814 -0.45701692998409266 0.19054993242025378 74.078388214111342 0.737249255180359 -0.73048466444015492 -0.92537668347358693 -0.9320394992828368 251.82318878173831
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=18 2 -2 -3 6 -6 -5 13 9 -9 -10 -12 -13 -8 -15 -4 17 -17 -1 20 21 22 -20 25 27 -23 -27 -25 29 -26
right_child=1 3 15 4 5 -7 7 8 10 -11 11 12 -14 14 -16 16 -18 -19 19 -21 -22 23 -24 24 28 26 -28 -29 -30 -31
leaf_value=-4.9133488228635953e-06 0.016990930818381808 -0.01078140689382473 -0.0011329771755858949 0.011622320137740602 -0.010707855310540686 0.0018341606968340089 -0.0053711816338181968 0.0005103501712992078 0.01293436031167706 0.020855259848758578 0.011745214335281742 -0.0082140785076424642 -0.00031117205042392022 0.015300277960486712 -0.0058081462471322584 -0.0082182211568579081 0.016176066609289223 0.0069638634912691831 0.029250632410791396 0.0023899306821156289 -0.00065587302312851165 -0.00029084220437741861 0.00057236586165215287 0.0046990047632293266 0.021516415463953182 0.029280931929735323 0.0047925689328542874 -0.015364466388435924 0.00028836665651696029 0.003301587229096617
leaf_weight=1316564 31 65 213 21 97 47 280 21 21 20 22 101 445 20 22 22 27 42 24 1714 4097 41 21 22 29 26 23 51 1400 472
leaf_count=1316564 31 65 213 21 97 47 280 21 21 20 22 101 445 20 22 22 27 42 24 1714 4097 41 21 22 29 26 23 51 1400 472
internal_value=-2.63299e-06 -0.00125993 0.00248904 -0.00232245 -0.00183021 -0.00661428 -0.00112219 -0.00140332 -1.62772e-05 0.0104347 -0.000743764 -0.00124947 -0.00177307 -0.00411709 0.00424348 0.00101023 0.00602676 0.00174502 -1.19294e-06 0.00061726 0.000127677 0.00164982 0.0158674 0.00133984 0.000965465 0.00955121 0.0177864 -0.00931794 0.00136036 0.00435594
internal_weight=1.326e+06 1517 335 1182 1117 144 973 952 630 41 589 568 546 322 42 304 91 64 1.32448e+06 7920 6206 2109 45 2064 1974 90 49 73 1901 501
internal_count=1326001 1517 335 1182 1117 144 973 952 630 41 589 568 546 322 42 304 91 64 1324484 7920 6206 2109 45 2064 1974 90 49 73 1901 501
is_linear=0
shrinkage=0.05


Tree=406
num_leaves=31
num_cat=1
split_feature=97 136 40 38 26 55 20 89 92 91 61 96 113 95 114 99 84 118 88 32 90 3 101 71 20 54 17 112 98 23
split_gain=0.927275 3.66834 3.71835 3.12783 2.59814 2.24353 2.08478 2.48995 2.10393 2.14889 2.67921 1.90349 3.34006 2.64314 1.7804 2.86747 3.4816 3.10576 2.06978 2.0643 1.76898 1.75359 1.68539 1.8627 2.23452 1.68281 2.18416 1.67636 2.13882 1.65699
threshold=1.0000000180025095e-35 0 15.84999990463257 18.750000000000004 273.50000000000006 1.1749999523162844 10.444999694824221 -1.0000000180025095e-35 -0.90125983953475941 0.18408679962158206 0.37864075601100927 -0.98568475246429432 -0.63605400919914235 -0.35614036023616785 -0.80382624268531788 -0.64856702089309681 0.90147688984870922 0.86159634590148937 0.12611643224954608 12.550000190734865 0.12407885119318963 240.50000000000003 0.65337783098220836 258.92007446289068 5.5350000858306894 0.14500000327825549 15.405000209808351 -0.98624804615974415 -0.078864216804504381 5.4249999523162851
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 11 5 21 7 27 20 -10 -11 12 13 -2 18 16 17 19 -13 -16 -9 -4 23 24 -21 -17 -27 -3 -29 -22
right_child=1 2 4 -5 -6 -7 -8 8 9 10 -12 14 -14 -15 15 25 -18 -19 -20 22 29 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=5.2336363309218974e-07 0.028967801085673275 -0.0060368976912378702 -0.011534931832338098 0.018289539773416307 0.016666549144844927 0.002305438390556296 0.0065741874345238444 -0.0035214044273256385 -0.0043990881997401149 -0.018769478757167238 -0.0030478998642177024 -0.0009781540719211682 -0.0031077605805226735 0.0057376324981451045 -0.0069268338714859315 0.0052333661933780477 -0.013302328898793176 0.02243283367715776 -0.014148209727293738 0.020145398128385606 0.0093947338368743655 -0.00042914296030246014 0.021349530518054965 0.00052591839688830076 0.0036788231920864851 -0.0017648574974150164 0.0081695193424820896 0.00042280149867925397 -0.0023968205976429057 -0.00054727314996558273
leaf_weight=1319098 24 158 54 28 28 785 74 661 484 64 47 154 35 25 28 138 21 32 37 38 50 104 20 80 45 595 61 1628 1146 259
leaf_count=1319098 24 158 54 28 28 785 74 661 484 64 47 154 35 25 28 138 21 32 37 38 50 104 20 80 45 595 61 1628 1146 259
internal_value=-2.50134e-06 -0.000580493 -0.00115097 0.00173817 0.00165697 0.0012113 -0.00174996 -0.00188694 -0.00349732 -0.00583808 -0.0121126 0.00140354 0.00868924 0.0171157 0.000913549 0.00171563 0.00622987 0.00791784 -0.00352942 0.00571652 -0.0020615 -0.00422479 0.00765102 0.00597022 0.0112177 0.000214679 -0.000841082 -0.00102738 -0.000742046 0.00106147
internal_weight=1.326e+06 6903 5542 1361 971 943 4571 4497 1565 595 111 1333 84 49 1249 1058 264 243 191 211 970 158 183 163 83 794 656 2932 2774 309
internal_count=1326001 6903 5542 1361 971 943 4571 4497 1565 595 111 1333 84 49 1249 1058 264 243 191 211 970 158 183 163 83 794 656 2932 2774 309
cat_boundaries=0 1
cat_threshold=6161
is_linear=0
shrinkage=0.05


Tree=407
num_leaves=31
num_cat=0
split_feature=5 92 86 105 62 76 22 126 9 11 73 97 92 93 1 6 116 87 13 34 72 19 122 14 119 11 41 127 97 8
split_gain=0.910169 2.03387 1.66731 1.651 1.50754 1.40708 4.61303 2.62495 2.79767 1.88752 2.34123 2.32405 2.25009 2.45169 2.30475 1.98825 1.82246 1.62149 1.54005 2.5196 1.99654 2.48513 2.89616 1.96058 1.89837 4.08574 3.09417 2.90667 1.82459 2.4173
threshold=14.250000000000002 -0.63225647807121266 0.86533161997795116 0.17891669273376468 0.25831271708011633 34.93499946594239 5.1250000000000009 0.98624804615974437 16.44999980926514 5.7500000000000009 0.76616564393043529 -0.78804862499237049 -0.16904257982969281 -0.45954234898090357 357.50000000000006 8.3499999046325701 0.9536806344985963 0.86353820562362682 2.5949999094009404 15.449999809265138 0.6758011281490327 9.5450000762939471 -0.73724925518035878 2.4250000715255742 0.97233289480209362 19.150000572204593 10.150000095367433 0.90255093574523937 -0.89225348830223072 12.150000095367433
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=5 3 -3 -2 -4 -1 -7 18 9 11 12 -9 -11 -14 15 17 -10 -15 19 28 21 22 -21 -24 -20 26 27 -26 -8 -30
right_child=1 2 4 -5 -6 6 7 8 16 10 -12 -13 13 14 -16 -17 -18 -19 24 20 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-6.2076244057616588e-06 -0.0041964857280504279 0.00012034540804037167 -0.004267806187922437 0.002749741686010125 -0.00084055897641299748 -0.0045369876686096227 -0.0010067251947105112 0.007309634114748666 0.0026745673143994757 0.017603855761321816 0.0012245330090034511 -0.0077411417543771684 -0.0087848709100076267 0.0046172799418369931 0.021191871927484222 0.0026026043658081179 0.019664116970900643 0.021056515468905371 0.00015379088361639002 0.026535333845778511 2.1730550339050367e-05 -0.0026599001671625214 0.001703661192980845 0.019697418480063789 0.011695526650517572 0.026079774354584518 0.019718694236750406 -0.0020004188292974457 -0.0012127536943943688 0.0034464520984061734
leaf_weight=1284771 559 7937 358 101 3093 476 707 35 27 37 928 96 31 30 23 227 38 30 24660 33 66 27 41 24 49 20 24 185 389 979
leaf_count=1284771 559 7937 358 101 3093 476 707 35 27 37 928 96 31 30 23 227 38 30 24660 33 66 27 41 24 49 20 24 185 389 979
internal_value=-2.37627e-06 -0.000434981 -0.000278586 -0.0031335 -0.00119609 1.5904e-06 0.000344907 0.000425859 0.00246067 0.00200173 0.00257565 -0.00371994 0.00589267 0.00462196 0.00596264 0.00474218 0.0126069 0.0128369 0.000313511 0.00156153 0.00705692 0.0107715 0.014472 0.00834751 0.000200109 0.0043088 0.00262113 0.000867536 0.00105569 0.00212158
internal_weight=1.326e+06 12048 11388 660 3451 1.31395e+06 29182 28706 1502 1437 1306 131 378 341 310 287 65 60 27204 2266 191 125 98 65 24938 278 258 234 2075 1368
internal_count=1326001 12048 11388 660 3451 1313953 29182 28706 1502 1437 1306 131 378 341 310 287 65 60 27204 2266 191 125 98 65 24938 278 258 234 2075 1368
is_linear=0
shrinkage=0.05


Tree=408
num_leaves=31
num_cat=1
split_feature=87 3 136 83 16 13 64 69 62 135 103 7 120 63 101 58 26 61 33 70 7 83 123 69 22 104 35 88 31 92
split_gain=0.892169 1.85258 2.5893 2.94506 2.54854 3.58351 2.20711 2.27954 2.82988 2.12935 2.10256 3.20446 2.12401 2.08461 2.06546 2.0214 1.89002 1.85851 3.31561 2.3913 2.35383 2.45213 2.09895 1.83091 1.82614 1.95987 2.12706 1.82107 2.12189 1.81159
threshold=0.90411785244941723 23.500000000000004 0 339.07279968261724 8.0099999904632586 1.8949999809265139 1.5649999976158144 312.34101867675787 0.39503687620162969 1012.7500000000001 0.88558077812194835 11.650000095367433 -0.64942333102226246 0.61127904057502758 0.82032901048660289 246.08028411865237 355.50000000000006 0.43588010966777807 7.1499998569488534 337.31549072265631 8.7500000000000018 316.12202453613287 -0.62249094247817982 333.43930053710943 4.6849999427795419 -0.99811893701553334 11.449999809265138 0.24385193735361102 1013.9500122070314 -0.98365771770477284
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 7 8 24 15 14 12 -12 -7 17 -10 -13 18 20 29 21 -4 -22 27 -2 -26 -27 -6 -29 -20
right_child=1 2 10 -5 23 13 -8 -9 9 -11 11 16 -14 -15 -16 -17 -18 -19 19 -21 22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=4.9718326703204585e-06 0.019654345102608203 -0.0012360501637170888 0.0063311818592502915 0.013084690641456596 -0.00031694949110406786 0.0046618373852680486 0.0001619674463438003 -0.0041775952541054442 -0.0065317146788136313 0.0049987660461222501 0.0021319115204387344 0.00095288725374266514 -0.0057844002971526344 -0.0055396542216668712 0.0016490117761506788 0.0026330838031364177 0.015769520699261474 -0.00022382470251100552 -0.0036693393707660643 0.01566455732099712 -0.0057742540768924216 -0.0082761431204354651 0.011339660172568268 -0.014287487575379405 -0.0065657623719501627 -0.0028618988203816115 0.0082320361887434287 0.016502069358580878 -0.0017868833455803067 -0.0010531802384700776
leaf_weight=1286043 25 468 59 48 2748 908 4984 104 130 171 100 125 555 53 1103 112 26 16704 708 21 21 56 122 23 30 50 318 35 29 10122
leaf_count=1286043 25 468 59 48 2748 908 4984 104 130 171 100 125 555 53 1103 112 26 16704 708 21 21 56 122 23 30 50 318 35 29 10122
internal_value=-2.25746e-06 -0.000234931 -0.00037697 0.00076703 0.000630169 0.00235191 0.000581098 0.00280338 0.00367183 0.000727776 -0.000543015 -0.00306208 -0.0045758 0.00409922 -0.000472987 -0.00229016 0.0035041 -0.00055714 -0.00105833 -0.00119152 0.00454362 -0.00078195 0.00882643 -0.000237685 0.00654628 0.00572291 0.00672471 -0.000122768 0.00821489 -0.00122421
internal_weight=1.326e+06 39958 34034 4312 4264 1429 5924 940 836 413 29722 806 655 961 28916 242 151 27813 11109 10851 258 115 143 2835 423 398 368 2812 64 10830
internal_count=1326001 39958 34034 4312 4264 1429 5924 940 836 413 29722 806 655 961 28916 242 151 27813 11109 10851 258 115 143 2835 423 398 368 2812 64 10830
cat_boundaries=0 1
cat_threshold=4356
is_linear=0
shrinkage=0.05


Tree=409
num_leaves=31
num_cat=0
split_feature=25 52 89 120 61 3 10 7 87 59 86 101 72 7 89 23 102 52 121 3 16 4 94 55 23 59 81 63 27 77
split_gain=0.870117 2.18955 2.60119 1.59444 1.76896 1.43956 1.43108 1.41721 1.92228 1.7979 2.43824 1.79574 1.39348 1.54839 1.32182 1.32097 1.76907 1.30888 1.25114 1.73414 1.83401 2.0212 1.73116 1.74647 1.66893 1.19935 1.08069 1.07199 1.07175 2.36746
threshold=354.50000000000006 0.074999999254941954 -0.43539242446422571 0.078456107527017607 0.31279455125331884 355.50000000000006 10.550000190734865 2.7500000000000004 0.80757945775985729 311.94717407226568 0.72892299294471752 0.94126343727111828 0.92267468571662914 15.34999990463257 -0.99010762572288502 6.2650001049041757 0.86654403805732738 2.3850001096725468 -0.0087262028828264497 338.50000000000006 7.4149999618530282 11.250000000000002 0.90003076195716869 2.8549998998641972 6.1649999618530282 319.27839660644537 351.49330139160162 0.29017858207225805 342.50000000000006 28.82499980926514
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=28 2 -2 7 -5 -4 -7 17 9 10 -9 -12 13 14 -10 16 -6 -3 19 20 21 -16 23 24 -20 -21 -27 -22 -1 -30
right_child=1 3 5 4 15 6 -8 8 12 -11 11 -13 -14 -15 18 -17 -18 -19 22 25 27 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-4.2623113833865233e-06 0.016166368974447853 -0.010161177283334365 -0.00060071281696102985 -0.01122817402575374 -0.0030262683817584603 0.019028664935613053 0.0019791071994404775 0.01808997293091601 0.0062256635169768218 0.018553560967557132 -0.0038293205804443096 0.011619257472921163 0.0077606735549665788 0.0090456376815664357 0.012931014710154974 -0.0056301050213702283 0.0156149719376117 0.0011793205784143587 0.0018900751026675981 -0.010286931550868567 -0.01215089187802126 -0.0047731790591829595 -0.0083895855507737892 -0.0047665044583161086 0.018374200158619455 -0.0098202597073934698 0.0032626111195177623 -0.0020042492438385145 0.00012481842212967609 0.0022240615967788701
leaf_weight=1316564 31 77 252 92 35 20 32 21 38 20 87 24 37 29 38 118 20 38 34 152 36 28 37 34 28 27 38 94 6206 1714
leaf_count=1316564 31 77 252 92 35 20 32 21 38 20 87 24 37 29 38 118 20 38 34 152 36 28 37 34 28 27 38 94 6206 1714
internal_value=-2.14459e-06 -0.00119893 0.0023692 -0.00221021 -0.00562628 0.000962254 0.00853663 -0.00122301 -0.000478683 0.00458337 0.00246667 -0.000489087 -0.00166242 -0.00223119 -0.00279117 -0.00264724 0.00375236 -0.00641388 -0.00341872 -0.00477696 -0.00136787 0.00542014 0.00079898 0.00434041 0.00933452 -0.00785614 -0.00217181 -0.00481409 -7.73842e-07 0.000579124
internal_weight=1.326e+06 1517 335 1182 265 304 52 917 802 152 132 111 650 613 584 173 55 115 546 413 196 66 133 96 62 217 65 130 1.32448e+06 7920
internal_count=1326001 1517 335 1182 265 304 52 917 802 152 132 111 650 613 584 173 55 115 546 413 196 66 133 96 62 217 65 130 1324484 7920
is_linear=0
shrinkage=0.05


Tree=410
num_leaves=31
num_cat=2
split_feature=115 105 94 19 22 39 34 136 67 1 75 53 10 115 136 96 53 39 112 65 35 94 76 96 69 30 23 66 23 62
split_gain=1.03192 2.70242 1.59105 5.55154 4.23337 3.78509 3.50893 5.63029 3.82982 3.66245 3.23472 3.14998 4.44856 4.31498 4.11129 3.48995 3.40881 3.39137 4.41522 3.16833 3.21316 3.18982 3.19627 3.01328 3.00555 2.95994 2.8675 3.31474 3.58034 2.80352
threshold=0.04361772537231446 -0.60933631658554066 -0.81946212053298939 9.5450000762939471 7.1649999618530282 13.250000000000002 12.34999990463257 0 19.095000267028812 150.50000000000003 0.59250596165657055 1.2150000333786013 0.35000000894069677 -0.9099266231060027 1 -0.99701887369155873 0.50499999523162853 16.750000000000004 -0.98624804615974415 0.61500000953674328 10.949999809265138 -0.95183050632476796 4.1549999713897714 -0.8503812551498412 303.78060913085943 1010.7500000000001 5.6449999809265146 0.58499997854232799 4.9749999046325692 0.40099146962165838
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 10 7 9 11 -1 -5 12 13 -8 25 -15 -17 -13 -19 21 -21 22 -16 -6 -12 -14 27 28 -20 -22
right_child=1 -3 -4 4 23 -7 8 -9 -10 -11 24 17 14 15 19 16 -18 18 26 20 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0034649992717160349 0.00083345170462985276 -3.3825809460733545e-05 1.6777754600636794e-05 0.0011343276266391215 -0.00047048075452117482 -0.0010866529135975544 0.025458064618641918 -0.0010301349894913702 -0.0029806997293686157 0.00025440323394796609 -0.0011751814732518266 0.00047665535178720682 -0.01294397163603987 0.021509281327947976 -0.0037067447086014706 0.0091551966263178856 -0.00031579000460516915 0.0060490750342271186 -0.0025824236946804871 0.015810129066397036 -0.0018044916041666818 0.0028230008171620715 0.0015123815650844741 0.00057993023614638889 0.001025116425503263 0.0064756642231968064 0.0020466108874714539 -0.0012891501828521793 0.010379704842343927 0.00018984614717138472
leaf_weight=1113 13454 27023 1154502 3952 14914 30125 23 11923 813 4399 6038 25244 21 25 536 132 339 549 88 28 5429 1180 648 12592 2089 299 4270 1431 135 2609
leaf_count=1113 13454 27023 1154502 3952 14914 30125 23 11923 813 4399 6038 25244 21 25 536 132 339 549 88 28 5429 1180 648 12592 2089 299 4270 1431 135 2609
internal_value=5.87103e-06 0.000254445 -1.95625e-06 -0.000167129 -0.000472258 -0.000786817 0.000180235 -0.000419669 0.000419038 0.000901062 -3.90276e-05 0.000483338 -0.000234727 0.00428651 -0.000453009 0.00330477 0.0023385 0.000738465 0.00175949 -0.000625885 -0.00109826 0.000983227 -0.000850331 1.0388e-05 -0.000609607 0.00504364 0.00136196 -0.000405542 0.0052646 -0.00115716
internal_weight=1.32592e+06 40477 1.28545e+06 130944 69710 42204 61234 17435 43799 5512 12079 42986 11269 519 10750 496 471 31717 6473 10430 8066 2364 1184 27506 8127 320 5924 1654 223 8038
internal_count=1325923 40477 1285446 130944 69710 42204 61234 17435 43799 5512 12079 42986 11269 519 10750 496 471 31717 6473 10430 8066 2364 1184 27506 8127 320 5924 1654 223 8038
cat_boundaries=0 1 2
cat_threshold=320 4
is_linear=0
shrinkage=0.05


Tree=411
num_leaves=31
num_cat=0
split_feature=27 106 13 65 62 101 54 94 37 38 12 61 11 118 61 72 54 53 121 15 61 57 26 6 92 93 52 78 94 19
split_gain=0.826925 2.39086 1.58878 2.34984 2.74196 1.57566 3.06126 1.55457 1.66871 2.05072 1.93691 1.69904 1.97471 2.05128 2.52584 1.89672 1.5927 1.57285 1.56849 1.55511 1.77003 1.91572 1.64192 1.54456 1.47643 1.9913 1.4663 1.46103 1.43891 4.99265
threshold=177.50000000000003 -0.77789801359176625 1.735000014305115 8.2249999046325701 0.45286928117275244 -0.56676605343818653 4.5950000286102304 0.94278177618980419 23.250000000000004 21.650000572204593 1.1150000095367434 0.31723619997501379 10.150000095367433 -0.91702514886856068 0.29907920956611639 0.56484228372573864 0.2650000005960465 0.73500001430511486 0.737249255180359 0.91500002145767223 0.29434843361377722 241.710563659668 191.50000000000003 0.45000000298023229 -0.99087688326835621 -0.92885217070579518 2.2649999856948857 2.1750000715255742 -0.81946212053298939 9.5450000762939471
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 2 3 7 -5 6 -4 8 9 11 24 12 13 14 19 -13 -15 -18 -19 20 21 22 27 -7 25 -11 -12 -1 29 -2
right_child=28 -3 5 4 -6 23 -8 -9 -10 10 26 15 -14 16 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0048852428049504966 0.00017095594402044122 2.0304772669265094e-06 0.019810951674090967 0.0028754421410633734 -0.0069605968285632288 0.0097065346881410955 0.0039737204706077186 0.012184507288038731 -0.0096720033227220975 0.0016974437989833236 0.019854038401639889 0.0015441697595828838 0.01301569387316704 0.0097143862468118854 -0.0044561619027041078 -0.00017399663320833586 -0.007715937196460021 -0.0013273111223166315 -0.0098040593874845969 -0.00027589857480421232 0.019670110213084388 0.016688206221643388 0.010255819333057541 0.00092567688040604045 0.00061733620592152854 0.017056397162377834 0.0064452324621379377 0.0082751971746135196 1.6353020998559941e-05 -0.00044791618649180911
leaf_weight=71 61205 30373 35 108 206 54 238 30 38 51 28 4769 25 26 127 2422 140 727 59 138 23 29 48 690 287 36 75 30 1154133 69702
leaf_count=71 61205 30373 35 108 206 54 238 30 38 51 28 4769 25 26 127 2422 140 727 59 138 23 29 48 690 287 36 75 30 1154133 69702
internal_value=5.57709e-06 0.000226953 0.000876961 0.000675746 -0.0035775 0.00275516 0.00600413 0.000821243 0.000783983 0.000827592 0.00401904 0.000651276 -0.000914492 -0.00116009 0.00155804 0.000965474 -0.0024906 -0.00283329 -0.00196361 0.00381115 0.00661718 0.00493057 0.00264217 0.001563 0.00234699 0.00805287 0.0100903 -0.000976201 -1.4659e-06 -0.000158565
internal_weight=1.32592e+06 40883 10510 9493 314 1017 273 9179 9149 9111 477 8634 1443 1418 466 7191 952 926 786 339 201 178 149 744 374 87 103 101 1.28504e+06 130907
internal_count=1325923 40883 10510 9493 314 1017 273 9179 9149 9111 477 8634 1443 1418 466 7191 952 926 786 339 201 178 149 744 374 87 103 101 1285040 130907
is_linear=0
shrinkage=0.05


Tree=412
num_leaves=31
num_cat=2
split_feature=133 52 113 90 62 52 18 18 52 136 88 118 56 54 136 78 23 20 57 101 109 37 12 42 103 123 38 52 56 33
split_gain=0.7794 1.30789 1.27212 0.817671 6.31076 6.72395 4.09539 5.21727 5.37801 5.62646 4.85519 4.62549 8.29851 4.41541 3.8738 3.73209 4.05439 3.43735 3.36984 3.55499 3.35457 5.25574 4.32472 4.27823 4.8071 3.52798 3.78859 4.30516 3.58426 3.23404
threshold=1022.6499938964845 7.805000066757203 -0.85260769724845875 -0.57570204138755787 0.29589198529720312 0.47499999403953558 11.120000362396242 13.344999790191652 13.904999732971193 0 -0.021790530532598492 -0.88697704672813404 224.75280761718753 0.064999999478459372 1 5.4749999046325692 8.1449999809265154 7.2149999141693124 110.15402221679689 0.62552446126937877 0.13152020424604419 15.550000190734865 0.91500002145767223 5.8500001430511483 0.26806887984275823 0.026175950653851036 13.150000095367433 4.0750000476837167 68.635654449462905 16.849999427795414
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 13 8 9 15 -11 -9 -13 29 -7 -8 -17 -16 19 -15 21 22 23 24 -5 -24 27 28 -27 -6
right_child=1 -3 -4 20 6 14 7 11 -10 10 -12 12 -14 18 17 16 -18 -19 -20 -21 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0021323234392485327 -0.00044831861031907036 -0.00022543449384817036 -0.0044738921322241996 0.0021743781526815092 0.0021879272217838609 -0.0025726067921857977 0.0019999864810538257 0.0011629622743562329 -7.778397127667699e-05 0.00038430449904244368 -0.0022604802723878137 -0.0015363959946272231 -3.5604490147180764e-05 -0.0032190576152650685 0.00068417618738067162 0.00033418896922447202 0.0019766998072594118 -0.0008145035044474485 -0.00018485920248495003 -0.00058035414479227848 -6.6240731737844031e-07 1.4334924973496311e-05 -0.0023663735154764152 -0.0029676258956225061 -0.0044199048734646718 -0.0069569934617417549 -0.0022942066292271405 -0.0019879107890116879 0.0018984115031806471 -0.0024925822866732981
leaf_weight=6519 379 2809 407 2306 2942 1069 9076 7210 47028 54807 1792 9852 141533 1845 27323 14152 5115 4449 156869 4142 786905 22926 6730 720 314 120 2374 1396 2392 422
leaf_count=6519 379 2809 407 2306 2942 1069 9076 7210 47028 54807 1792 9852 141533 1845 27323 14152 5115 4449 156869 4142 786905 22926 6730 720 314 120 2374 1396 2392 422
internal_value=5.29824e-06 -0.000729912 -0.00253281 7.29705e-06 5.80339e-05 0.000665518 5.68852e-06 0.000118924 0.000351185 0.000588683 0.000300514 -7.43455e-05 -0.000133275 -0.000192255 0.000374355 0.00116362 0.000770242 0.000474168 -0.000229293 -0.00139352 -2.31718e-05 -0.00047413 -0.00115897 0.000445981 0.00138407 -0.00157094 -0.000718785 0.000238239 0.00147538 0.00160078
internal_weight=1.32592e+06 3595 786 1.32233e+06 496145 39360 456785 290565 131970 84942 56599 158595 151385 166220 32841 28343 19267 31772 162856 5987 826183 39278 16352 3340 2620 13012 6282 3908 2512 3364
internal_count=1325923 3595 786 1322328 496145 39360 456785 290565 131970 84942 56599 158595 151385 166220 32841 28343 19267 31772 162856 5987 826183 39278 16352 3340 2620 13012 6282 3908 2512 3364
cat_boundaries=0 1 2
cat_threshold=786 2048
is_linear=0
shrinkage=0.05


Tree=413
num_leaves=31
num_cat=0
split_feature=115 104 16 81 24 12 19 35 95 87 24 78 111 2 42 89 36 107 91 58 27 121 64 121 22 58 84 53 43 12
split_gain=0.857225 2.19123 2.13989 2.92491 2.81435 2.67822 2.84884 2.44808 2.99001 2.42493 2.37368 2.52786 2.75569 2.25137 2.25122 2.23571 3.18232 2.17378 2.23384 2.06513 2.69748 2.30854 1.96604 1.9625 1.85412 1.84904 1.99225 1.89213 2.742 1.98607
threshold=0.04361772537231446 -0.66720232367515553 11.120000362396242 314.99195861816412 201.50000000000003 0.60500001907348644 14.039999961853029 19.44999980926514 -0.86772087216377247 0.76521793007850658 316.50000000000006 4.0950000286102304 0.64609959721565258 315.50000000000006 -1.0000000180025095e-35 -0.51236432790756214 15.650000095367433 -0.99212223291397084 0.66205126047134411 160.89740753173831 162.50000000000003 -0.50751903653144825 3.3750000000000004 0.56638467311859142 6.1649999618530282 269.93894958496099 0.7896879017353059 2.2350000143051152 17.849999427795414 0.86500000953674328
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 2 3 5 15 9 7 17 -9 -2 11 -5 24 22 -6 16 -4 -7 19 20 -19 -22 -12 -16 -13 27 -27 28 29 -17
right_child=1 -3 4 10 14 6 -8 8 -10 -11 13 12 -14 -15 23 25 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.1016823445724351e-06 0.0033144354139669585 -1.9262458884823579e-05 -0.0004872696342921394 -0.010638556835640755 0.015671757404648125 -0.0055636356008560567 0.002919350441659618 0.0023704049517164097 0.020690454401332756 0.026472188215702776 0.013666067251880819 0.022105932969487076 0.00042434644697657845 0.020488865907322996 -0.00037405462130122165 -0.0046269475876205028 0.0056769301689639428 -0.0018622630986977707 0.01233800940681249 -0.00086272916950734144 0.0065326641837600624 0.027337730079889301 -0.0050250590895302601 -0.0041951986485704159 0.0028126988012809311 -6.1202753131510702e-05 0.021988828976949058 0.0010070263392362381 0.0092902228540669273 0.0010496698857476825
leaf_weight=1285446 26 27630 333 28 21 197 1387 96 29 20 34 33 89 49 3474 437 564 55 36 1263 40 20 24 372 20 20 21 3869 52 238
leaf_count=1285446 26 27630 333 28 21 197 1387 96 29 20 34 33 89 49 3474 437 564 55 36 1263 40 20 24 372 20 20 21 3869 52 238
internal_value=5.03236e-06 0.000231591 0.000771101 0.00183695 0.000380408 0.00140627 0.00122986 -0.000119975 0.00662066 0.013383 0.00676403 0.00309198 0.00579941 0.0125981 -0.000654505 0.00110358 0.00338855 -0.000642991 4.25588e-05 -0.000278658 0.00613597 0.0134677 0.00593181 -0.00074365 0.0148255 0.000661562 0.0112327 0.000567259 -0.00177313 -0.00262541
internal_weight=1.32592e+06 40477 12847 3446 9401 3169 3123 1736 125 46 277 170 142 107 3867 5534 897 1611 1414 1378 115 60 58 3846 53 4637 41 4596 727 675
internal_count=1325923 40477 12847 3446 9401 3169 3123 1736 125 46 277 170 142 107 3867 5534 897 1611 1414 1378 115 60 58 3846 53 4637 41 4596 727 675
is_linear=0
shrinkage=0.05


Tree=414
num_leaves=31
num_cat=1
split_feature=115 105 122 110 16 81 72 57 30 17 5 136 93 80 38 55 105 25 98 29 14 106 54 32 89 12 52 16 28 68
split_gain=0.773645 2.0518 1.45416 1.70524 1.63099 2.81154 2.30424 2.27403 2.13472 2.08061 1.99892 1.98675 1.94489 1.94138 1.89618 3.12448 2.62479 2.9253 2.42545 2.27279 2.23244 2.32061 2.41764 2.14447 2.04408 1.89097 1.86039 1.83977 1.80444 3.59471
threshold=0.04361772537231446 -0.60933631658554066 0.62249094247818004 0.80570483207702648 8.7100000381469744 314.99195861816412 0.4142566323280335 166.71787261962893 1018.6499938964845 7.4149999618530282 6.4500000476837167 0 -0.73462030291557301 316.66970825195318 12.250000000000002 2.4750000238418584 -0.86581605672836293 273.50000000000006 -0.97356137633323658 1013.4500122070314 1.4049999713897707 -0.78898233175277699 3.2549999952316289 20.44999980926514 -0.91525673866271962 1.4650000333786013 3.7050000429153447 11.775000095367433 1019.2500000000001 305.64286804199224
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 14 10 12 13 -9 -7 28 -6 -8 24 23 17 -17 -19 -20 25 22 -22 -16 -2 -18 -24 -14 -11 -30
right_child=1 -3 3 -5 7 6 8 9 -10 11 -12 -13 27 -15 15 16 20 18 19 -21 21 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.9965987261321743e-06 0.010610636430792512 -3.1172500542459273e-05 -0.0012016659853184195 0.011993861034512519 0.0038933360966721948 0.022299795180107607 0.0071100270813331014 -0.003840346040359112 0.014663557656218901 0.00099500063203582906 0.0079557445893600667 -0.00019367734207235122 0.010100229918632818 -0.0034651116431844466 -0.0009981804278508628 0.0038546937594564853 0.00057870063483586804 0.024220138203161649 0.018578899177637966 0.00095035768477473321 -0.0046987223582198989 0.0004511886221755828 0.025259218466552821 0.012433822261500022 -0.0066446073364835878 -0.011106376676364061 0.009090788438553191 -0.0054999599013618138 0.0033335315084860491 0.023013300132472068
leaf_weight=1285446 20 27023 1185 25 807 33 75 281 34 4039 92 4639 23 103 717 179 118 39 33 41 26 175 22 31 121 49 93 106 323 25
leaf_count=1285446 20 27023 1185 25 807 33 75 281 34 4039 92 4639 23 103 717 179 118 39 33 41 26 175 22 31 121 49 93 106 323 25
internal_value=4.78074e-06 0.000220012 0.000724527 -0.000929031 0.000887938 0.00219358 0.00635824 0.000632877 0.00318352 0.000396618 0.0117426 0.000528525 0.00298209 0.000990705 0.00135013 0.0018637 0.00408859 0.00783097 0.0141297 0.00881173 0.00182611 0.00429727 0.00907078 -0.000441507 -0.00419706 -0.00284985 0.0121839 -0.00271853 0.00128971 0.00474731
internal_weight=1.32592e+06 40477 13454 1210 12244 2001 337 10243 212 9307 125 9026 936 178 1664 1523 775 292 113 74 483 316 141 748 141 167 115 129 4387 348
internal_count=1325923 40477 13454 1210 12244 2001 337 10243 212 9307 125 9026 936 178 1664 1523 775 292 113 74 483 316 141 748 141 167 115 129 4387 348
cat_boundaries=0 1
cat_threshold=242
is_linear=0
shrinkage=0.05


Tree=415
num_leaves=31
num_cat=1
split_feature=65 12 136 37 8 58 52 73 77 29 71 58 3 29 0 121 66 20 95 60 63 118 32 57 2 72 66 122 97 60
split_gain=0.963044 2.65826 2.37652 4.16417 3.27637 2.48768 2.30712 3.06927 2.39083 2.49845 3.21911 2.14544 2.14294 2.27849 2.06632 2.15318 2.41314 2.00591 2.15593 2.00176 2.20799 2.35179 2.34739 1.92496 1.80576 1.86768 2.15777 2.54779 2.7241 3.257
threshold=26.82499980926514 2.435000061988831 0 10.250000000000002 14.150000095367433 339.67823791503912 9.7150001525878924 0.88731032609939586 16.704999923706058 1014.1499938964845 304.89863586425787 327.58580017089849 338.50000000000006 1014.9500122070314 334.50000000000006 0.58068084716796886 35.844999313354499 7.1749999523162851 -0.62978887557983387 0.22044127434492114 0.45579923689365393 0.97988739609718334 16.349999427795414 301.67658996582037 343.50000000000006 0.76114556193351757 35.164999008178718 0.061046212911605842 -0.85752731561660755 0.55689340829849254
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 5 6 7 8 9 10 14 24 13 -2 15 16 -5 -4 -19 20 -3 22 -22 -12 25 -11 -27 28 -28 -30
right_child=1 19 17 4 -6 -7 -8 -9 -10 11 23 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-1.4314631472251034e-05 0.018644896099964777 -0.0031769238030140163 0.0019274923960945559 0.0046277282951785693 0.016282646795864116 -0.01006651335486154 0.00024916265797953309 0.00060490199616845049 -0.00056635316442373354 -0.0019393532123892024 0.005489931059820069 0.0168014725582907 0.020470516317679238 0.0031859381525809398 0.026128119035136135 0.020844181870406094 0.017487513139591706 -0.0056672880331422879 -0.00018524311351605287 8.7147408875258396e-05 -0.00079725900307898068 0.016923584714531897 0.0090071929098485271 -0.0049032652311500891 -0.0043243090126369758 0.0022422647419001558 0.004986074219658217 0.0016953929992658751 0.026683426087603292 0.0069978685749351585
leaf_weight=1214617 30 995 1149 152 36 49 3146 1765 301 150 204 27 33 116 21 37 48 187 4381 95623 1324 20 64 57 88 510 79 105 47 38
leaf_count=1214617 30 995 1149 152 36 49 3146 1765 301 150 204 27 33 116 21 37 48 187 4381 95623 1324 20 64 57 88 510 79 105 47 38
internal_value=-1.44297e-06 0.000139682 0.000818648 0.00143273 0.00123832 0.00115895 0.00124014 0.00209923 0.00351418 0.00430001 0.00713526 0.00289053 0.00896337 0.00636244 0.0110959 0.00976392 0.00771408 5.99539e-05 -0.000409661 5.13294e-05 -0.00137398 -9.98856e-05 -0.000345181 0.00322015 0.00252121 0.00316965 0.00415342 0.00777679 0.0116704 0.0178828
internal_weight=1.3254e+06 110782 12756 7039 6860 6824 6775 3629 1864 1563 519 1044 179 146 258 237 200 5717 4568 98026 2403 1408 1388 261 1017 929 779 269 164 85
internal_count=1325399 110782 12756 7039 6860 6824 6775 3629 1864 1563 519 1044 179 146 258 237 200 5717 4568 98026 2403 1408 1388 261 1017 929 779 269 164 85
cat_boundaries=0 1
cat_threshold=2833
is_linear=0
shrinkage=0.05


Tree=416
num_leaves=31
num_cat=0
split_feature=82 41 34 37 61 67 15 55 1 63 94 95 68 79 5 100 41 60 126 57 34 28 86 86 84 20 123 1 124 19
split_gain=0.89241 3.26059 3.7626 3.55135 3.87467 3.44688 7.4832 4.20365 4.59498 4.73065 3.98334 4.42294 4.73773 3.84924 4.11491 3.9336 3.62932 3.57462 3.44136 3.32493 3.17916 3.09016 3.08673 4.40045 5.06737 3.20432 3.0583 3.02774 4.79931 3.37985
threshold=309.81863403320318 9.4499998092651385 14.750000000000002 10.250000000000002 0.33839201927185064 4.9349999427795419 1.685000002384186 3.3850001096725468 343.50000000000006 0.40116271376609808 0.90003076195716869 -0.73131835460662831 314.07958984375006 4.9249999523162851 4.2500000000000009 -0.38879707455635065 13.650000095367433 0.37294259667396551 0.94828754663467418 305.74725341796881 14.449999809265138 1012.3500061035157 0.87055215239524852 0.8267144262790681 0.79565435647964489 6.7950000762939462 -0.19936034083366391 354.50000000000006 0.98897820711135875 10.405000209808351
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 -2 3 4 -3 13 18 8 9 -8 11 12 -10 16 17 -16 21 -15 -7 -9 -17 -5 23 24 -13 -25 -24 28 -20 -30
right_child=1 2 -4 5 -6 6 7 19 10 -11 -12 22 -14 14 15 20 -18 -19 27 -21 -22 -23 26 25 -26 -27 -28 -29 29 -31
leaf_value=1.578538041477704e-05 -0.00014020895752032609 -0.0093436316261067999 -0.0023172683939325983 -0.0069490699085553685 0.0018229150995008867 0.0048627711960439381 -0.00017263317424119951 -0.0011646249606138885 0.03860334975272417 0.0094712786570627008 -0.0025726762396156974 -0.0046316172441710594 0.010856609782131273 -0.0061384342961955888 0.0098417193768336238 0.00055095707349380786 0.020548930585694812 0.0014344796545789189 0.010136372580988489 0.0047034515214573521 -0.011185273292164009 0.0039134027925411636 0.021314957176218743 -0.0063898718047615448 0.024112104845192772 0.0078582767635208568 0.0055335100061433802 0.0024530103799932277 0.041509968249334228 0.01692715525137389
leaf_weight=1128136 189652 160 805 73 151 248 708 1253 25 155 81 23 40 497 111 1507 30 227 90 299 60 635 64 96 46 67 59 45 27 29
leaf_count=1128136 189652 160 805 73 151 248 708 1253 25 155 81 23 40 497 111 1507 30 227 90 299 60 635 64 96 46 67 59 45 27 29
internal_value=-1.37082e-06 -9.94862e-05 0.000915251 0.00129759 -0.00392193 0.00154751 0.00266184 0.0017456 0.00377062 0.00155947 0.00757945 0.00953735 0.0215284 0.000356888 -0.000613476 0.000745892 0.00351517 -0.00376405 0.0087478 -3.41128e-05 0.00010158 0.0027934 0.00734181 0.00394701 0.0145309 -0.000533271 0.013745 0.0137922 0.0172872 0.0287796
internal_weight=1.3254e+06 197263 7611 6806 311 6495 3355 2916 1364 863 501 420 65 3140 2402 1678 738 724 439 1552 1567 708 355 232 69 163 123 191 146 56
internal_count=1325399 197263 7611 6806 311 6495 3355 2916 1364 863 501 420 65 3140 2402 1678 738 724 439 1552 1567 708 355 232 69 163 123 191 146 56
is_linear=0
shrinkage=0.05


Tree=417
num_leaves=31
num_cat=0
split_feature=65 12 61 68 127 35 20 15 68 58 116 88 39 33 40 23 110 116 77 5 61 89 99 72 28 18 31 41 80 26
split_gain=0.87775 2.42567 1.74306 2.28297 2.85609 1.82108 1.71934 1.60944 2.1068 1.62543 1.58504 1.81973 1.62176 1.56528 1.62277 1.52312 1.75654 1.46032 2.28476 1.80606 1.90253 1.60743 1.40559 1.36962 2.72155 3.7066 3.55138 4.50871 3.27385 3.1543
threshold=26.82499980926514 2.3349999189376835 0.75134441256523143 330.48269653320318 0.93663650751113903 15.650000095367433 5.6549999713897714 2.7350000143051152 315.11254882812506 183.746452331543 0.26722820103168493 -0.55467808246612538 13.150000095367433 10.550000190734865 -1.0000000180025095e-35 7.2650001049041757 0.66931825876235973 0.96359375119209301 36.300001144409187 8.4499998092651385 0.54003930091857921 0.25712992250919348 1.0000000180025095e-35 0.75952628254890453 1012.0499877929689 11.120000362396242 1009.6499938964845 12.050000190734865 262.70065307617193 346.50000000000006
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=23 2 3 5 -5 -2 -3 9 -9 -7 11 -8 13 14 -12 -16 -17 21 19 -19 -21 -14 -15 -1 25 26 27 29 -29 -25
right_child=1 6 -4 4 -6 7 10 8 -10 -11 12 -13 17 22 15 16 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=1.076391354037718e-05 0.0015769143154602972 0.012032163965826233 -0.0001497531456126223 0.0029916677903383971 0.024350058095296848 0.011732696779072287 -0.00020663171625971951 0.00088812157037140502 0.017703152439840462 -0.0027796347650081701 -0.010091384002510962 -0.0027374739321834179 0.0004548336319999389 -0.00022476794366962536 0.0010731191422158328 0.00041629135499265133 -0.0010309653144954286 0.012365022035581727 0.014868128510812921 -0.016887262820964682 0.0038025479326024656 -0.0062745322324230931 -0.008299224342098805 -0.00039417874050686331 -4.002942800038211e-05 7.8681151219079076e-05 -0.0014490467203655359 0.00022386734503217871 0.018335601867875084 0.012869002841826944
leaf_weight=1003477 5539 30 2665 45 24 20 25033 98 23 547 37 731 30490 28485 5503 8472 2786 21 45 20 25 89 54 11714 169247 17010 13023 45 56 45
leaf_count=1003477 5539 30 2665 45 24 20 25033 98 23 547 37 731 30490 28485 5503 8472 2786 21 45 20 25 89 54 11714 169247 17010 13023 45 56 45
internal_value=-1.30228e-06 0.000133429 0.000922092 0.00137579 0.0104207 0.00127556 6.40204e-05 -0.00115058 0.00408437 -0.00226774 6.04932e-05 -0.000278439 0.00017535 -1.46487e-05 0.000368291 0.00039138 5.8141e-05 0.000456028 0.00618063 0.000257332 -0.00539292 0.000435248 -0.000240046 -1.35907e-05 -0.00012934 -0.000490154 -0.000879009 -0.000253072 0.010266 -0.000343422
internal_weight=1.3254e+06 110782 8961 6296 69 6227 101821 688 121 567 101791 25764 76027 45337 16798 16761 11258 30690 111 66 45 30579 28539 1.21462e+06 211140 41893 24883 11860 101 11759
internal_count=1325399 110782 8961 6296 69 6227 101821 688 121 567 101791 25764 76027 45337 16798 16761 11258 30690 111 66 45 30579 28539 1214617 211140 41893 24883 11860 101 11759
is_linear=0
shrinkage=0.05


Tree=418
num_leaves=31
num_cat=0
split_feature=91 22 116 62 85 77 82 52 56 19 11 66 19 77 71 57 62 66 104 37 12 86 23 84 121 78 52 64 123 33
split_gain=0.828895 2.61638 2.8515 3.38938 2.53439 2.459 2.88791 2.28925 2.18897 2.2949 2.01982 2.67629 2.56869 2.22126 2.34155 3.09952 3.64578 2.89171 1.9487 2.68627 2.6484 2.17607 1.91765 1.99892 1.91478 1.90698 3.58017 4.41588 3.81528 4.4369
threshold=0.54148665070533764 4.4949998855590829 -0.19936034083366391 0.29855559766292578 0.80061283707618724 3.2150000333786015 265.10395812988287 0.074999999254941954 262.00045776367193 5.7200000286102304 13.949999809265138 1.575000047683716 4.8800001144409189 43.43499946594239 182.52442932128909 159.79534912109378 0.25447899103164678 1.294999957084656 -0.99811893701553334 18.849999427795414 1.7749999761581423 0.84604114294052135 5.4249999523162851 0.87595930695533764 1.0000000180025095e-35 7.8750000000000009 0.23499999940395358 1.0049999952316286 -0.95878320932388295 13.84999990463257
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 2 4 5 24 6 -4 -5 9 -7 12 -12 -3 14 15 -14 17 -17 -18 20 -20 -22 -15 -24 -2 26 27 -16 -29 -30
right_child=1 10 3 7 -6 8 -8 -9 -10 -11 11 -13 13 22 25 16 18 -19 19 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=2.1667523889968911e-06 0.015755191673330653 -0.0073596013219803151 0.017741279341280461 0.015814292151480915 -0.010020398559281603 0.015798408755101266 -0.0088065333930509426 -0.0031978326943843923 0.0060172541160136463 0.038521781750023368 -0.0096857361907836132 -0.0016863119165488596 -0.0071130792137052189 -0.0062528673305430205 -0.00056656394483007753 0.02741768579153965 -0.0086668707142962386 0.0032262340720210763 -0.0031721919698024827 0.011604075249814397 -0.0023244671846358953 0.017856853608699406 0.019236183466596737 0.0036501565443662308 -0.0031926516924674314 9.074847193484215e-05 -0.0020370386115555312 0.026497086651366332 0.020064210830928964 -0.0017573855478655209
leaf_weight=1315649 24 131 20 20 55 25 21 76 20 20 131 518 61 22 290 30 32 21 124 87 22 34 36 48 30 4602 3119 29 36 66
leaf_count=1315649 24 131 20 20 55 25 21 76 20 20 131 518 61 22 290 30 32 21 124 87 22 34 36 48 30 4602 3119 29 36 66
internal_value=-1.23716e-06 -0.000460556 0.00405178 0.00756871 -0.00246584 0.0137324 0.00414362 0.000763027 0.0197806 0.0258977 -0.00060923 -0.00330099 -0.000410487 -0.000305356 -0.000394507 0.00328769 0.0051004 0.0174565 0.00299283 0.00439025 0.000903572 0.00992848 0.00688818 0.0103299 0.00522861 -0.000580381 -0.00145285 0.00287515 0.0104942 0.00594435
internal_weight=1.3254e+06 9750 311 202 109 106 41 96 65 45 9439 649 8790 8659 8553 411 350 51 299 267 180 56 106 84 54 8142 3540 421 131 102
internal_count=1325399 9750 311 202 109 106 41 96 65 45 9439 649 8790 8659 8553 411 350 51 299 267 180 56 106 84 54 8142 3540 421 131 102
is_linear=0
shrinkage=0.05


Tree=419
num_leaves=31
num_cat=1
split_feature=65 12 59 23 136 93 35 98 30 79 95 9 29 75 35 38 77 65 89 30 95 15 62 53 53 120 15 54 92 63
split_gain=0.816841 3.93632 2.53063 2.43965 2.07734 2.04507 2.12255 2.7153 2.1912 2.13349 1.94671 1.83022 1.82564 1.75379 1.75542 2.99478 2.66274 2.48467 3.0102 2.29125 2.18349 1.90888 1.83496 1.71235 2.35402 2.17942 1.66121 1.81724 1.76079 1.76156
threshold=19.73499965667725 1.9550000429153445 322.11167907714849 8.805000305175783 0 -0.89206999540328968 11.650000095367433 -0.74321886897087086 1011.2500000000001 19.314999580383304 -0.93678680062293995 9.0500001907348651 1016.3500061035157 0.81986624002456676 10.250000000000002 10.550000190734865 18.585000038146976 4.9849998950958261 -0.77648052573204029 1013.1499938964845 0.92665228247642528 3.2150000333786015 0.33202268183231359 2.5149999856948857 1.7649999856948855 0.28400452435016638 2.1250000000000004 0.34499999880790716 -0.35758313536643976 0.27335476875305181
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 10 23 5 6 7 8 -3 -8 -2 -9 -10 -1 20 16 -16 18 -18 -20 26 -22 -21 24 -4 -25 27 -15 -28 -30
right_child=1 4 3 -5 -6 -7 9 11 12 -11 -12 -13 -14 14 15 -17 17 -19 19 22 21 -23 -24 25 -26 -27 28 -29 29 -31
leaf_value=3.1728799135971964e-06 -0.0038708202003291687 0.0088811576761531116 0.0059749237869096842 -0.0059092013028395531 0.00014300123129039802 -0.00026139483339491018 -0.0017870426027078641 0.0017425284767523409 -0.010551407464912961 -0.0097674450886800178 0.0012523028386031572 0.023133051053155215 0.003434447859014784 -0.0052543310982959956 0.00031427268247231818 -0.00019181213598065789 0.0022464117233860579 0.0024359978844931403 0.003004904855042696 0.03420376545261769 -0.0074452111144221169 0.0046422390912014711 0.014332033160070963 0.0022180861092790543 0.028852285442619842 0.015545921712074168 0.0016383934862057564 -0.0010623510626733676 -0.0072409236705616902 -0.00036976847886746795
leaf_weight=1060014 191 33 23 34 125515 30493 167 20 70 168 6354 20 35 270 2199 85720 68 1012 20 21 201 39 26 107 22 43 1187 6087 95 5145
leaf_count=1060014 191 33 23 34 125515 30493 167 20 70 168 6354 20 35 270 2199 85720 68 1012 20 21 201 39 26 107 22 43 1187 6087 95 5145
internal_value=-1.17531e-06 0.000103538 0.00128357 0.00645009 5.2468e-05 -0.000313963 -0.00344478 0.000967399 -0.00235735 -0.00578915 0.0011028 0.0124378 -0.00588946 -1.58893e-05 -0.000213814 -0.00013453 0.00133296 0.00328596 0.00965753 0.0171793 -0.000756005 -0.005481 0.0232109 0.00860504 0.0171594 0.00603873 -0.000667301 -0.0012404 -0.000100447 -0.000494341
internal_weight=1.3254e+06 163295 6774 229 156521 31006 513 178 138 335 6545 40 105 1.1621e+06 102090 89066 3346 1147 135 67 13024 240 47 195 45 150 12784 6357 6427 5240
internal_count=1325399 163295 6774 229 156521 31006 513 178 138 335 6545 40 105 1162104 102090 89066 3346 1147 135 67 13024 240 47 195 45 150 12784 6357 6427 5240
cat_boundaries=0 1
cat_threshold=4194
is_linear=0
shrinkage=0.05


Tree=420
num_leaves=31
num_cat=0
split_feature=107 60 14 61 63 117 55 100 30 79 84 104 84 17 122 113 134 15 12 31 21 95 102 111 97 97 78 13 73 116
split_gain=1.0276 2.2093 3.41205 2.9973 3.30709 2.84962 1.99221 1.67656 2.81339 2.71933 2.22748 1.57363 1.70933 2.21231 2.21721 2.03237 1.5294 1.62379 2.56154 2.93075 1.45954 1.45777 1.52365 1.44833 2.16355 2.45365 1.3828 2.23395 2.82363 3.56273
threshold=0.33377079665660864 0.41063784062862402 0.74500000476837169 0.23181727528572085 0.31251016259193426 -0.18222858756780622 0.73500001430511486 -0.62633275985717762 1012.7500000000001 13.515000343322756 0.77156910300254833 0.075905535370111479 0.85812646150589 4.6550002098083505 0.93663650751113903 0.90255093574523937 1003.7500000000001 1.3550000190734866 2.8850001096725468 1015.3500061035157 4.3350000381469735 0.92665228247642528 -0.031429316848516457 -0.9717237353324889 -0.94960632920265187 -0.87792444229125965 0.5249999761581422 1.1050000190734866 0.33514742553234106 -0.77159520983695973
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=11 2 3 -2 20 -6 -4 8 -8 10 -10 -1 15 14 -14 26 17 18 23 -20 -5 -3 -23 -15 -25 -26 -13 28 -28 -30
right_child=1 21 6 4 5 -7 7 -9 9 -11 -12 12 13 16 -16 -17 -18 -19 19 -21 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=5.2032036633598008e-06 0.018203797657042744 -0.00020684191312067757 -0.0079136695523365323 -0.017343921324407513 0.017675604279606773 -0.0019766711603317944 -0.0041489705226849761 -0.0038075369222283803 0.012794729795367008 0.023332803340798076 -0.0056101964254464424 -0.0033769408317489758 0.0010364300550215623 -0.0042119496095767046 0.022603736918133041 -0.0059538696127544553 -0.0036546552823599962 0.0014359034049852184 0.0037895796781958779 0.030857784049585463 -0.0020239105834713523 -0.000934911383823915 0.017106872788281182 -0.00077302441509562506 0.020622364789920133 0.0052714927312719857 -0.0039734603461303464 0.00018347417281820537 0.011616237153603624 0.0025212097712920571
leaf_weight=1313774 30 3279 220 22 39 35 100 614 31 22 35 225 22 47 26 126 118 1205 20 20 53 22 25 84 36 94 127 4647 130 627
leaf_count=1313774 30 3279 220 22 39 35 100 614 31 22 35 225 22 47 26 126 118 1205 20 20 53 22 25 84 36 94 127 4647 130 627
internal_value=6.76423e-06 -0.000745265 -0.00258342 0.00378461 0.00088142 0.00838061 -0.00369876 -0.00254255 0.00158885 0.00810911 0.00303454 9.34076e-06 0.000728935 0.00213965 0.0127187 0.00032793 0.00182697 0.00225647 0.00554145 0.0173237 -0.00651778 -8.15186e-05 0.00866178 0.00373575 0.00548127 0.0095225 0.00046544 0.000621747 0.00292566 0.0040831
internal_weight=1.32586e+06 4527 1201 179 149 74 1022 802 188 88 66 1.32133e+06 7554 1672 48 5882 1624 1506 301 40 75 3326 47 261 214 130 5756 5531 884 757
internal_count=1325855 4527 1201 179 149 74 1022 802 188 88 66 1321328 7554 1672 48 5882 1624 1506 301 40 75 3326 47 261 214 130 5756 5531 884 757
is_linear=0
shrinkage=0.05


Tree=421
num_leaves=31
num_cat=2
split_feature=94 120 3 136 76 63 35 28 84 56 36 92 75 4 41 136 3 37 120 37 114 32 40 116 56 23 85 35 79 127
split_gain=1.08021 3.09401 3.03003 4.80316 4.78293 3.25207 4.05181 3.29977 3.22996 4.15977 3.09303 3.03149 3.00662 2.92922 2.86904 3.30023 5.0932 5.49269 4.94697 4.34218 4.16261 3.69311 3.49502 2.9666 3.54577 3.68888 4.43113 3.39366 3.09528 4.02689
threshold=-0.089653410017490373 -0.5663846731185912 296.50000000000006 0 10.404999732971193 0.39515255391597753 9.2500000000000018 1015.7500000000001 0.85110533237457286 68.635654449462905 13.650000095367433 -0.35758313536643976 0.78028112649917614 6.9500000476837167 12.34999990463257 1 6.5000000000000009 13.34999990463257 0.76037701964378368 15.84999990463257 -0.99961927533149708 15.150000095367433 8.6500000953674334 0.061046212911605842 208.18669891357425 5.305000066757203 0.84951198101043712 15.949999809265138 8.9049997329711932 0.46173103153705602
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 13 6 7 -5 9 -9 12 -10 -7 -1 15 16 17 -3 -19 -18 21 -21 23 24 27 26 -26 -22 -27 -30
right_child=-2 14 3 5 -6 10 -8 8 11 -11 -12 -13 -14 -15 -16 -17 19 18 -20 20 22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.00027054755349334279 -1.8827801247518002e-05 0.0035511484394261032 -0.00015276377261093838 0.0003950361151411827 -0.0011199677562965746 -0.00086479938105572134 0.00095277787051733912 0.023869393417692703 0.014869591235747617 0.0018081568739128661 0.00076608683052536682 0.0031071445916029741 0.00075015691392955582 -0.0012091327871151479 -0.00083582325911348433 -0.00010071389839469406 -0.00019429045188243627 -0.00046901436028030691 0.023400961813008922 -0.0020031571055629423 0.0040439858295734541 0.013320565187710931 -0.00090523900675285789 -0.00059397077335640515 0.0059261092332181927 0.0029109118369242716 0.022591076173509163 -0.00052403583171230781 0.026166721784016668 0.0021721293283109037
leaf_weight=48398 1009703 2567 23301 333 8364 7956 29714 23 165 301 16313 82 4519 3593 11019 136056 16484 1623 22 56 681 132 1443 850 119 899 60 1009 34 36
leaf_count=48398 1009703 2567 23301 333 8364 7956 29714 23 165 301 16313 82 4519 3593 11019 136056 16484 1623 22 56 681 132 1443 850 119 899 60 1009 34 36
internal_value=6.42602e-06 8.70798e-05 0.000259131 0.000455701 -1.02372e-05 0.000694269 0.0010531 0.00435074 0.00665765 0.00337423 0.000312866 0.0109646 -0.00027979 0.00016829 -5.51233e-05 -2.04454e-06 0.000513828 0.00210575 -0.000149781 0.00020653 0.0014487 0.00875605 0.00118096 0.00199723 0.00277331 0.00491764 0.0115121 0.00131669 0.00369946 0.0138266
internal_weight=1.32586e+06 316152 143062 82707 60355 59406 30618 904 571 324 28788 247 12475 51991 173090 162071 26015 4212 1645 21803 5319 188 5131 3688 2838 1148 179 1690 969 70
internal_count=1325855 316152 143062 82707 60355 59406 30618 904 571 324 28788 247 12475 51991 173090 162071 26015 4212 1645 21803 5319 188 5131 3688 2838 1148 179 1690 969 70
cat_boundaries=0 1 2
cat_threshold=1104 96
is_linear=0
shrinkage=0.05


Tree=422
num_leaves=31
num_cat=1
split_feature=94 8 64 23 121 86 59 67 136 57 39 132 75 134 90 17 87 12 126 35 123 5 35 31 29 63 72 85 31 53
split_gain=0.974881 2.98229 2.77857 4.14866 3.71904 3.16395 4.02048 3.9095 3.58237 3.67914 3.13658 6.72453 4.07234 2.96381 2.75592 3.25673 2.74042 2.69789 4.8817 3.57281 4.47139 2.88075 2.64875 2.77571 2.88105 4.15439 3.20716 3.35643 3.06605 2.67392
threshold=-0.089653410017490373 17.650000572204593 0.91500002145767223 5.8650000095367441 0.94828754663467418 0.85267934203147899 163.75604248046878 19.095000267028812 0 325.82667541503912 15.150000095367433 1020.0499877929689 0.57711568474769603 1017.6499938964845 0.044022291898727424 12.50999975204468 0.58894026279449474 1.8450000286102297 0.94260558485984813 8.4499998092651385 0.8140845298767091 6.7500000000000009 18.849999427795414 1015.6499938964845 1011.8500061035157 0.29816935956478124 0.42951951920986181 0.87128421664237987 1012.4500122070314 0.18500000238418582
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 -1 -5 7 8 9 -7 12 -12 17 22 -2 16 -16 18 19 20 -4 -22 23 24 -8 26 27 -26 -27 -28
right_child=14 -3 3 5 -6 6 13 -9 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 28 29 -29 -30 -31
leaf_value=0.00057641350303703251 -1.1296161337075367e-05 -0.0018927603311649647 0.0037557769127907086 1.0956996917734221e-05 -0.0022543609137267435 0.003894214487573518 9.7986866142949348e-05 -0.003298339965175852 0.00031514402273307487 -0.0098149322494864473 -0.00079758155914292782 0.023720347122954472 -0.00053715779551456538 -0.0033954342515696376 -0.007242442910876801 -0.004505953982240722 -0.00050295327396987976 -0.00037262509100909936 -0.002026099480431795 0.00089100827807881929 0.0066136115541060763 0.031733745880424977 -0.0020853757866966349 -9.3992091639470999e-05 0.0025269963293078732 0.0017802308162797272 -0.0056434355032081926 0.016280557977942017 0.00040072979161437784 0.0023799356378123439
leaf_weight=37817 1003317 1899 378 134925 1197 2309 16616 324 1308 50 23205 28 22853 529 155 617 5614 7807 1439 14599 21 25 1087 19526 94 5089 107 84 19317 3519
leaf_count=37817 1003317 1899 378 134925 1197 2309 16616 324 1308 50 23205 28 22853 529 155 617 5614 7807 1439 14599 21 25 1087 19526 94 5089 107 84 19317 3519
internal_value=6.10463e-06 8.27254e-05 9.46631e-05 3.86878e-05 0.000489562 0.000152441 0.000425311 0.00196635 0.00243151 0.00358843 -0.000292577 -0.000768033 -5.81589e-05 0.000332079 -1.78864e-05 -0.00105329 -0.000684028 0.000392892 0.000755934 0.00102242 0.00554697 0.0202659 0.000362212 0.000403555 0.000620285 0.000927924 0.00246484 0.00901744 0.000688375 0.00214317
internal_weight=1.32586e+06 316152 314253 275239 39014 204884 69959 3991 3667 2359 70355 23233 47122 65968 1.0097e+06 6386 5769 24269 16462 15023 424 46 65439 64352 44826 28210 3804 178 24406 3626
internal_count=1325855 316152 314253 275239 39014 204884 69959 3991 3667 2359 70355 23233 47122 65968 1009703 6386 5769 24269 16462 15023 424 46 65439 64352 44826 28210 3804 178 24406 3626
cat_boundaries=0 1
cat_threshold=1830
is_linear=0
shrinkage=0.05


Tree=423
num_leaves=31
num_cat=0
split_feature=81 4 61 94 74 76 20 87 86 120 38 90 5 113 15 89 19 121 29 13 82 76 38 11 55 55 0 85 90 23
split_gain=0.936694 2.6508 3.34073 2.64409 2.92291 2.88383 3.10728 2.7365 3.11956 2.22872 3.30013 2.22583 2.37777 2.19855 2.31947 2.14533 2.06709 2.61016 3.04209 2.37567 3.13076 3.03133 3.07457 2.27572 2.18791 4.01967 2.04467 2.03171 2.01143 3.58712
threshold=342.23529052734381 9.9499998092651385 0.22589199244976046 -0.78887793421745289 0.71331033110618602 29.98499965667725 6.0150001049041757 0.8508373796939851 0.86655429005622875 -0.19936034083366391 10.550000190734865 -0.81640228629112233 5.4500000476837167 -0.07845610752701758 2.3349999189376835 -0.11170284822583197 13.344999790191652 -0.0087262028828264497 1015.8500061035157 1.5850000381469729 332.37710571289068 21.164999961853031 12.449999809265138 16.150000572204593 0.54500001668930065 1.1349999904632571 354.50000000000006 0.80761218070983898 -0.98950499296188343 6.1649999618530282
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 2 3 4 -2 6 7 8 -5 -7 -11 12 -8 16 -15 -4 17 19 -19 -3 24 22 23 -22 -21 -26 -9 -23 29 -29
right_child=1 13 15 5 -6 9 11 26 -10 10 -12 -13 -14 14 -16 -17 -18 18 -20 20 21 27 -24 -25 25 -27 -28 28 -30 -31
leaf_value=9.0720617890714474e-06 0.019190866641954268 -0.014505140402394793 -0.0011387384307234678 0.0041711553454217383 -0.0038620886902208441 -0.0077784589846574131 0.012004146849115689 0.00068861857578479528 0.026195075511932377 0.027399270431223241 0.0060474362114773077 -0.012670832317477712 -0.011339046284556391 -0.0065227815328705073 0.0014205216124700906 -0.0041555781580094328 -0.0030235795135324537 -0.00077251570306323251 0.01269460488603015 -0.0053036961052566767 0.001061962201430272 0.016128864847123624 0.02286023202551795 0.019653368052095176 0.032173258749147254 0.0073115546359784067 -0.0134586566458306 0.01468126435564565 -0.00043463108657727784 -0.0084227909644444786
leaf_weight=1317864 44 23 4335 82 20 21 24 145 20 22 102 78 20 190 178 682 222 66 115 20 93 20 28 20 21 72 31 56 1217 24
leaf_count=1317864 44 23 4335 82 20 21 24 145 20 22 102 78 20 190 178 682 222 66 115 20 93 20 28 20 21 72 31 56 1217 24
internal_value=5.79951e-06 -0.000533904 -0.00112434 0.00237273 0.0119868 0.00124374 -0.000946097 0.00197326 0.00848957 0.00728465 0.00983566 -0.00759841 0.0013936 0.000870661 -0.00268064 -0.00154884 0.00152508 0.00209398 0.00778394 0.00144789 0.00168144 0.00106005 0.00802778 0.00435248 0.00969908 0.0129255 -0.00180323 0.000314074 7.02065e-05 0.00775005
internal_weight=1.32586e+06 7991 5626 609 64 545 400 278 102 145 124 122 44 2365 368 5017 1997 1775 181 1594 1571 1458 141 113 113 93 176 1317 1297 80
internal_count=1325855 7991 5626 609 64 545 400 278 102 145 124 122 44 2365 368 5017 1997 1775 181 1594 1571 1458 141 113 113 93 176 1317 1297 80
is_linear=0
shrinkage=0.05


Tree=424
num_leaves=31
num_cat=1
split_feature=107 60 14 61 99 63 55 23 103 8 95 57 55 88 95 35 36 55 75 94 8 120 18 18 69 136 22 38 3 19
split_gain=0.913244 1.99032 3.07833 2.70817 3.08496 2.30553 1.78786 1.60388 1.55061 1.68032 3.36885 1.73399 1.71184 1.33486 1.32006 1.39213 1.14207 1.1411 1.10954 0.958333 2.85346 2.55783 2.94974 3.58051 3.60745 3.2587 3.35245 3.23597 3.26218 3.19159
threshold=0.33377079665660864 0.41063784062862402 0.74500000476837169 0.23181727528572085 -0.78274983167648304 0.31251016259193426 0.73500001430511486 4.6849999427795419 0.32765375077724462 11.750000000000002 -0.84185209870338429 173.51110839843753 0.95499998331069957 -0.47301638126373285 0.92665228247642528 13.34999990463257 19.550000190734867 0.54500001668930065 0.56720706820487987 -0.089653410017490373 17.650000572204593 -0.5663846731185912 9.5450000762939471 11.775000095367433 279.47148132324224 0 7.0850000381469735 22.550000190734867 281.50000000000006 7.4149999618530282
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 1 2 2 2 2
left_child=19 2 3 -2 5 -5 -4 -7 9 11 -11 -8 -13 -10 16 -16 -3 -6 -12 20 21 22 27 25 -25 -24 -27 28 -1 -30
right_child=1 14 6 4 17 7 8 -9 13 10 18 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-8.7224415741908202e-05 0.017306577842682601 -0.00010927907259773778 -0.0075004001926969408 -0.0015949421108533174 -0.014653286813148137 0.024223642713268816 -0.010469802881006973 0.0051115514222709914 -0.0033664110508839873 0.01806679849541979 0.0039042703250386553 0.012962201181799174 -0.0020316052838277271 -0.011938234103092952 0.00017426648456603288 0.017419807574267247 -0.0106302958743002 -0.0014067259138903104 -0.0074692795732738196 -1.5843925163387154e-05 -0.001861054430037111 -3.4960568952634216e-05 0.00023164688668296719 3.9835544675302854e-05 0.00095857046794943892 -0.0015106583914146934 -8.5563208022254662e-05 0.0084571036901252231 5.6283500395615639e-05 0.00099967943909523376
leaf_weight=17078 30 3253 220 39 29 23 59 21 141 32 51 20 395 67 25 22 26 37 37 1007159 1874 170122 12036 37735 14905 8893 7700 128 12596 31102
leaf_count=17078 30 3253 220 39 29 23 59 21 141 32 51 20 395 67 25 22 26 37 37 1007159 1874 170122 12036 37735 14905 8893 7700 128 12596 31102
internal_value=5.50954e-06 -0.00070344 -0.00244812 0.00360048 0.000840869 0.00725643 -0.00350751 0.015102 -0.00241221 -0.00111122 0.0041741 -0.00244928 -0.00130901 -0.00612753 -7.34456e-05 0.00824665 -0.000192703 -0.00722718 -0.00087779 7.93847e-06 8.41798e-05 9.58526e-05 0.000252382 5.52238e-05 0.000299975 -0.000394799 -0.00084883 0.000515465 0.000498739 0.000727744
internal_weight=1.32586e+06 4527 1201 179 149 83 1022 44 802 594 120 474 415 208 3326 47 3279 66 88 1.32133e+06 314169 312295 142173 81269 52640 28629 16593 60904 60776 43698
internal_count=1325855 4527 1201 179 149 83 1022 44 802 594 120 474 415 208 3326 47 3279 66 88 1321328 314169 312295 142173 81269 52640 28629 16593 60904 60776 43698
cat_boundaries=0 1
cat_threshold=2722
is_linear=0
shrinkage=0.05


Tree=425
num_leaves=31
num_cat=0
split_feature=104 19 4 33 31 101 90 14 120 20 65 91 128 23 115 28 32 101 60 54 59 12 37 53 18 53 28 70 56 21
split_gain=0.908202 2.3619 2.17167 2.62017 2.62138 2.43897 3.64392 2.99598 2.33119 2.30061 2.09252 1.9145 1.90745 2.00764 2.30317 2.63734 1.97082 1.86926 1.77033 2.75277 1.73656 2.09207 2.60911 1.94598 1.71664 1.75319 1.69694 1.61413 1.91648 1.90232
threshold=0.075905535370111479 4.6550002098083505 10.250000000000002 14.949999809265138 1009.0499877929689 -0.85464283823966969 0.044022291898727424 1.0349999666213991 0.59480014443397533 5.555000066757203 1.4049999713897707 -0.88233816623687733 134.50000000000003 4.7750000953674325 0.23343648016452792 1014.8500061035157 12.949999809265138 -0.34858614206314081 0.22708204388618472 1.0149999856948855 183.68532562255862 0.72500002384185802 12.449999809265138 4.305000066757203 4.0850000381469735 0.34499999880790716 1015.6499938964845 313.46405029296881 178.85698699951175 4.7349998950958261
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 24 3 20 8 9 18 10 -5 -6 -8 27 13 17 -15 16 -16 -13 19 -7 21 -3 -23 -24 -2 -26 -9 28 -4 -30
right_child=1 2 11 4 5 6 7 26 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-1.0158732551382086e-05 0.0054947120260776389 0.010088534008425016 -0.0067094559888301918 0.0045834579497265318 -0.012292917455280467 0.019746993464087287 0.01148781661675977 0.012393121103591779 0.021469306667155075 4.7589175238530956e-05 0.03266318576032063 -0.00891465080198099 -0.0038676108354253761 0.0038144371860603606 0.013630151309189388 0.026707436938000761 -0.0028788002496906396 0.0070050719589094777 0.00075882744580076122 -0.0036988634434584086 -0.00013163709486954542 0.0013586278260517561 -0.011297657349132351 -0.0021073900956253056 -0.013707025349140168 -0.0031478280138240704 -0.0028893232596321748 0.013569188312006495 0.0080995636479494204 0.00048056291599196199
leaf_weight=1316553 34 26 87 60 56 31 28 34 31 116 20 54 83 823 48 23 29 28 803 21 4731 122 144 96 60 114 39 24 87 1405
leaf_count=1316553 34 26 87 60 56 31 28 34 31 116 20 54 83 823 48 23 29 28 803 21 4731 122 144 96 60 114 39 24 87 1405
internal_value=-6.68868e-06 0.000486831 0.000607918 0.000103996 0.00216715 0.00151964 0.00248711 0.0106083 0.0103358 -0.00397025 0.0203109 0.00179853 0.00341733 0.00401897 0.00468506 0.0118503 0.00741249 -0.00347865 0.0013378 0.0102785 -0.000395369 -0.00361113 -0.00459508 -0.00762155 -0.00478103 -0.00678893 0.00422853 0.000699807 0.000504199 0.000924834
internal_weight=1.32581e+06 9257 9049 6358 1239 1148 976 121 91 172 48 2691 1088 1005 923 100 77 82 855 52 5119 388 362 240 208 174 73 1603 1579 1492
internal_count=1325810 9257 9049 6358 1239 1148 976 121 91 172 48 2691 1088 1005 923 100 77 82 855 52 5119 388 362 240 208 174 73 1603 1579 1492
is_linear=0
shrinkage=0.05


Tree=426
num_leaves=31
num_cat=1
split_feature=72 17 41 101 124 56 91 53 122 33 55 91 87 75 60 136 57 89 12 28 88 91 87 64 10 4 31 123 107 20
split_gain=0.958823 2.64648 2.35652 3.30698 2.69955 3.00014 3.11064 3.05487 3.0221 3.3959 2.91074 2.31222 2.89768 2.0634 2.78461 2.78104 2.43177 2.24577 2.46322 1.96449 1.91709 2.2963 2.46347 1.805 1.76702 2.26972 1.68078 1.6096 1.66067 1.52058
threshold=0.83940318226814281 10.405000209808351 10.750000000000002 0.62552446126937877 0.9980967938899995 269.97695922851568 0.22313739359378817 0.91500002145767223 0.026175950653851036 14.150000095367433 1.2749999761581423 -0.83471807837486256 0.86235827207565319 0.812036693096161 0.54554277658462536 0 266.98864746093756 0.52478063106536876 2.554999947547913 1015.4500122070314 0.24385193735361102 0.45097571611404424 0.87145116925239574 24.974999427795414 9.5500001907348651 4.7500000000000009 1012.8500061035157 -0.90255093574523915 -0.89874812960624684 6.5150001049041757
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 19 5 7 11 26 9 10 -9 12 -7 14 15 17 29 27 -19 23 21 -18 -23 -4 25 -13 -5 28 -2 -17
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12 24 -14 -15 -16 16 20 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.6115852523672208e-06 0.0031994565022423083 -1.8688687650489764e-06 0.0065633064490698643 0.0034952658765098968 -0.010106757548279487 0.030793331749737266 0.026140212474931635 0.015739819550487612 0.022367720648646356 0.018809430221361775 -0.0051492914465833808 0.0084314494878829759 0.0048271460395137022 -0.00025189162673685319 -7.6011776037032949e-05 -0.001741327264281849 -0.0007693973768022822 0.018274220073705213 -0.00090198603733866061 -0.0068950145857761035 -0.0090056452294126812 0.02034258021524659 0.00036327406350109313 -0.0055119504750592218 0.014007990450287859 -0.013095286116003991 -0.013904448823471156 -0.00015682303559316334 -0.0090794260205320828 -0.0036807116953347326
leaf_weight=1161983 38 121969 84 23 26 21 31 21 25 28 81 24 22 26975 5218 1803 1997 34 33 111 68 27 36 49 24 25 35 2599 100 2300
leaf_count=1161983 38 121969 84 23 26 21 31 21 25 28 81 24 22 26975 5218 1803 1997 34 33 111 68 27 36 49 24 25 35 2599 100 2300
internal_value=-6.35424e-06 -0.000119596 -0.000462637 0.00257224 0.00545241 0.00657612 0.0120705 0.00278421 0.0064471 0.00338544 -0.000848592 0.00831053 0.0175083 -0.000509013 -0.000995637 -0.00152675 -0.00211373 -0.000214068 0.00882922 -0.00198408 -0.000745556 -0.000472893 0.00892583 0.00211453 0.00289266 -0.00255158 -0.00700456 -0.000436224 -0.00569828 -0.00282848
internal_weight=1.32581e+06 163827 41858 630 386 360 147 213 155 130 102 116 43 41228 14253 9035 6231 2804 67 244 2128 2060 63 133 73 49 58 2737 138 4103
internal_count=1325810 163827 41858 630 386 360 147 213 155 130 102 116 43 41228 14253 9035 6231 2804 67 244 2128 2060 63 133 73 49 58 2737 138 4103
cat_boundaries=0 1
cat_threshold=5155
is_linear=0
shrinkage=0.05


Tree=427
num_leaves=31
num_cat=2
split_feature=94 69 62 23 81 75 123 86 1 32 136 88 15 87 4 16 73 121 55 3 72 70 22 20 97 85 136 94 92 52
split_gain=0.889221 2.72199 2.90058 2.73503 2.3462 3.60967 3.10524 3.19258 2.84105 2.53873 3.01502 2.95946 2.48557 2.90623 2.41056 3.03068 2.51698 2.63947 2.4246 4.5816 3.77751 2.83228 2.51097 2.39955 3.36462 2.69582 2.51368 2.38112 2.49804 2.26723
threshold=-0.95183050632476796 323.68858337402349 0.24675693362951281 9.7349996566772479 275.40841674804693 0.56365916132926952 0.43049471080303198 0.68333208560943615 74.500000000000014 13.949999809265138 0 0.92272827029228222 0.72500002384185802 0.73298063874244701 2.0499999523162846 8.7100000381469744 0.39293092489242559 -0.71322327852249134 2.0349999666213994 154.50000000000003 0.35912162065505987 236.67472839355472 5.3250000476837167 5.5950000286102304 -0.91756689548492421 0.8706980049610139 1 -0.9795737862586974 -0.85587266087532032 13.164999961853029
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=1 2 -1 4 6 12 7 -4 -8 10 -7 -11 13 -6 15 16 18 27 19 20 22 -21 -14 24 -10 -26 -25 -18 -29 -12
right_child=-2 -3 3 -5 5 9 8 -9 23 11 29 -13 14 -15 -16 -17 17 -19 -20 21 -22 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=-0.0016648384375657025 3.8507970558676036e-06 0.0017858011160843583 0.00095492931792124389 -0.0033337912092093929 -0.0068235201037411264 -0.0033908933130208847 -0.0061703368519571283 -0.0014295995369964535 0.0080473772557398179 0.00026996421868242707 -0.00039631507842922845 -0.014286979165460382 0.017941885069012644 0.0013263530619888433 0.00039515294452372731 0.0008334023885233975 0.0035250887793549543 0.0012447971419099566 0.003200752281409223 0.011027371698046889 0.030780709735476055 -0.0093378993960927369 -0.0036678040050901473 -0.0020966937534367242 0.0019216706735089659 -0.013587901602343966 0.0012195628982044774 0.0074293696829541168 0.02838287392444909 -0.0034453363453643918
leaf_weight=3326 1252770 1727 1643 669 240 938 148 9638 258 14384 18059 35 41 201 14273 2508 92 730 160 38 39 31 20 807 424 30 1892 33 25 631
leaf_count=3326 1252770 1727 1643 669 240 938 148 9638 258 14384 18059 35 41 201 14273 2508 92 730 160 38 39 31 20 807 424 30 1892 33 25 631
internal_value=-6.03653e-06 -0.000175622 -0.000223122 -0.000152592 -0.000120978 3.59919e-05 -0.000676062 -0.00108231 0.000611625 -0.000269113 -0.00063917 0.000234629 0.000599603 -0.00310895 0.000690513 0.00182468 0.00388101 0.00248608 0.00761214 0.0117886 0.0186271 0.00187776 0.0108567 0.000905888 0.00348789 0.000896809 0.000224754 0.00852699 0.0164611 -0.000498987
internal_weight=1.32581e+06 73040 71313 67987 67318 52478 14840 11281 3559 34047 19628 14419 18431 441 17990 3717 1209 880 329 169 100 69 61 3411 712 454 2699 150 58 18690
internal_count=1325810 73040 71313 67987 67318 52478 14840 11281 3559 34047 19628 14419 18431 441 17990 3717 1209 880 329 169 100 69 61 3411 712 454 2699 150 58 18690
cat_boundaries=0 1 2
cat_threshold=5136 1937
is_linear=0
shrinkage=0.05


Tree=428
num_leaves=31
num_cat=0
split_feature=15 62 105 91 89 37 13 8 106 89 13 3 26 34 89 107 62 57 56 91 84 55 11 0 69 99 62 16 89 59
split_gain=0.855228 2.92871 2.30532 2.0289 2.53501 2.10694 1.89498 3.51798 3.44747 2.72382 2.20685 2.07371 1.86123 2.8255 1.82459 1.66044 2.10507 2.25913 2.25559 1.64893 3.1094 7.17427 2.37249 4.2467 1.95097 2.28016 2.04487 1.92029 2.88734 1.82317
threshold=0.60500001907348644 0.30576424300670629 -0.99673476815223683 -0.38523547351360315 -0.1430583521723747 8.6500000953674334 0.50499999523162853 4.9500000476837167 -0.99640029668807972 -0.49277311563491816 1.0649999976158144 325.50000000000006 184.50000000000003 15.449999809265138 -0.2129973620176315 -0.9794001281261443 0.36722394824028021 216.38291168212893 191.35539245605472 -0.54025027155876149 0.49177592992782598 0.69499999284744274 7.2500000000000009 258.50000000000006 254.15934753417972 -0.98822864890098561 0.25447899103164678 4.2599999904632577 -0.51236432790756214 221.557243347168
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 2 6 5 12 -3 7 8 9 -1 11 -8 13 -5 15 -14 17 -17 -19 20 21 -4 27 -24 25 26 -21 28 -22 -29
right_child=-2 3 19 4 -6 -7 10 -9 -10 -11 -12 -13 14 -15 -16 16 -18 18 -20 24 22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0035912934123821885 -1.3807834209165023e-06 0.01523142657300923 0.034396788027758404 -0.0054084691684693105 -0.0080239082581685557 -0.0010534089078485503 -0.0070320722505674204 0.017766656369037397 -0.010910372537964921 0.021638544518500568 0.0067270294259730223 0.0091566070736873711 -0.0066122631893523525 0.014638061329531363 0.010824494252143347 0.017920758392817031 -0.0042623928678819003 0.014165666343077369 -0.0039819565990856336 0.00070309282280504707 -0.0021337259370325643 -0.00052184739186869643 -0.00092967247058238316 0.028425891528075394 -0.0044042566553397326 4.6216677997153814e-05 0.023313184920698407 0.0070198026357282855 0.023202973928140559 -0.00065674123765467813
leaf_weight=23 1310395 20 24 32 243 2881 341 28 53 20 37 21 246 39 23 24 195 23 67 20 22 38 28 22 247 9871 20 87 23 697
leaf_count=23 1310395 20 24 32 243 2881 341 28 53 20 37 21 246 39 23 24 195 23 67 20 22 38 28 22 247 9871 20 87 23 697
internal_value=-5.73631e-06 -0.00037599 1.77294e-05 -0.00158237 -0.00366782 -0.000941138 -0.00322631 0.00217248 -0.00237582 0.00814351 -0.00490413 -0.00609295 -0.00203681 0.00560301 -0.00297526 -0.00354715 -0.00110696 0.0042905 0.000655769 0.000170593 0.00217294 0.012995 0.0014096 0.0119868 -1.48967e-05 9.4494e-05 0.0120081 0.000771653 0.0108161 0.00019512
internal_weight=1.32581e+06 15415 11622 3793 892 2901 523 124 96 43 399 362 649 71 578 555 309 114 90 11099 941 62 879 50 10158 9911 40 829 45 784
internal_count=1325810 15415 11622 3793 892 2901 523 124 96 43 399 362 649 71 578 555 309 114 90 11099 941 62 879 50 10158 9911 40 829 45 784
is_linear=0
shrinkage=0.05


Tree=429
num_leaves=31
num_cat=0
split_feature=72 22 60 87 15 99 16 56 66 14 60 78 102 4 65 13 53 60 38 95 60 57 74 62 73 66 123 55 30 52
split_gain=0.868334 2.51046 2.75074 1.82685 2.39796 2.98512 1.76227 1.98359 2.89039 1.65304 2.01598 1.90313 1.61518 1.66068 1.52523 3.61849 3.31186 3.23716 4.30359 3.33426 2.85137 3.48186 3.10806 3.33534 3.04226 2.74093 2.60483 2.58022 3.29234 2.52365
threshold=0.83940318226814281 5.9849998950958261 0.55102854967117321 0.87031462788581859 0.76499998569488536 -0.98931831121444691 8.0099999904632586 196.31042480468753 18.394999504089359 2.6650000810623173 0.43973810970783239 39.354999542236335 0.62413212656974804 14.150000095367433 5.3350000381469735 1.0950000286102297 0.61500000953674328 0.23264050483703616 16.550000190734867 -0.85477387905120839 0.33244140446186071 215.5573425292969 0.55018386244773876 0.29064586758613592 0.70661455392837536 11.784999847412111 -0.49240480363368982 1.9149999618530276 1021.1499938964845 2.0349999666213994
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=14 2 3 -2 5 -5 9 8 -8 10 -6 -11 13 -9 29 -16 17 19 20 -17 21 -19 23 24 -22 -20 -24 -21 -29 -1
right_child=1 -3 -4 4 6 -7 7 12 -10 11 -12 -13 -14 -15 15 16 -18 18 25 27 22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=1.7557157881776115e-05 -0.0033898316448890183 -7.0650032971423263e-05 0.00014403061903812042 -0.0028229933498161181 0.0027007531284113213 0.019876966637869677 -0.0060144562022280629 -0.0025091587223271925 0.013471079524606466 0.021670056477887556 -0.0040941834200844719 0.0027799500711262227 0.0007118981504507843 0.0097931199607306299 0.0021527709124776265 -0.0051248527968440344 7.0919425407936216e-05 -0.0042576329908927176 0.0053865026301920527 0.0033137220628398178 -0.0088664467720424422 0.00026635319199174172 0.0029147017122513347 0.019409491480241452 0.0097445043660099474 0.021808740971609952 -0.00016505907431068297 0.0067465866697912526 0.027162169326096774 -0.00020334088941270398
leaf_weight=757159 1297 156429 3031 28 305 30 393 1352 20 20 170 40 684 28 2169 108 240006 614 166 1190 34 1384 1076 47 62 30 1897 94 25 155922
leaf_count=757159 1297 156429 3031 28 305 30 393 1352 20 20 170 40 684 28 2169 108 240006 614 166 1190 34 1384 1076 47 62 30 1897 94 25 155922
internal_value=-5.4495e-06 -0.000113215 -0.00101324 -0.00181647 -0.00115176 0.00891837 -0.00134568 -0.00190775 -0.00507085 0.00125667 0.000268881 0.00907665 -0.00127482 -0.00225955 9.74428e-06 0.000119462 0.000101588 0.00119578 0.000629174 0.00331904 0.000350507 -0.0011239 0.00129591 0.00849613 0.00315313 0.00790011 0.00094958 0.00401571 0.0110356 -2.01644e-05
internal_weight=1.32581e+06 163827 7398 4367 3070 58 3012 2477 413 535 475 60 2064 1380 1.16198e+06 248902 246733 6727 5310 1417 5114 1998 3116 143 96 196 2973 1309 119 913081
internal_count=1325810 163827 7398 4367 3070 58 3012 2477 413 535 475 60 2064 1380 1161983 248902 246733 6727 5310 1417 5114 1998 3116 143 96 196 2973 1309 119 913081
is_linear=0
shrinkage=0.05


Tree=430
num_leaves=31
num_cat=0
split_feature=108 12 135 11 12 82 72 78 72 58 39 57 32 103 55 9 10 78 6 69 122 73 65 55 67 67 75 22 120 56
split_gain=1.02239 4.53478 4.14482 2.38908 2.05635 2.36229 2.04791 2.74395 2.93097 3.50184 1.99329 3.19531 2.41324 2.40817 2.74647 4.72969 2.82676 1.86494 3.46615 3.53531 2.64102 2.42183 2.02184 1.90907 2.14923 2.52976 2.09767 1.77813 1.78923 1.77002
threshold=-0.93657124042510975 1.6150000095367434 1015.3500061035157 5.6499998569488534 0.88499999046325695 269.31767272949224 0.52631032466888439 2.6049998998641972 0.68059489130973827 230.33657073974612 11.750000000000002 223.60691833496097 13.150000095367433 0.55508482456207286 1.1749999523162844 12.550000190734865 14.449999809265138 5.3450000286102304 0.25000000745058065 228.76953125000003 0.095842104405164733 0.65872499346733104 6.6949999332427987 22.384999275207523 16.814999580383304 11.074999809265138 0.78028112649917614 7.6250000000000009 0.39873388409614569 180.20809173583987
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 2 4 -4 5 6 -1 8 9 -8 -3 12 13 14 15 -12 -17 18 19 -6 -19 -21 -20 24 25 -24 -27 28 -14 -13
right_child=-2 10 3 -5 17 -7 7 -9 -10 -11 11 29 27 -15 -16 16 -18 20 22 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012199130296591779 -1.6801096502581687e-06 0.00091335051681993944 0.0049720428812389189 0.026020337571389975 -0.0083895051425012454 0.01668685203412457 0.010584838657864724 -0.0058517284002964909 0.0033161422428794399 0.03778067255858332 -0.0074351114686578516 -0.0054833997422570578 -0.0068850492496208924 -0.0080526276382928107 -0.00051227789266136117 0.032234220155938104 0.0078820941736921675 -0.00088910401337983678 -0.0009616566711583513 0.017283631923232495 0.0052526525477217768 -0.0023262285487726333 0.001409354109361789 0.017487313533606736 -0.0090707927945602156 0.026672772094607358 0.0059032030613912698 0.0032257677188941413 -0.0016621702234554125 0.00011297599297651694
leaf_weight=224 1309512 4135 26 28 24 41 29 23 39 20 26 144 484 90 557 22 26 253 1326 74 568 20 177 23 35 20 31 70 248 7502
leaf_count=224 1309512 4135 26 28 24 41 29 23 39 20 26 144 484 90 557 22 26 253 1326 74 568 20 177 23 35 20 31 70 248 7502
internal_value=3.21631e-06 0.000396948 0.00215959 0.015886 0.00190635 0.00535834 0.00397186 0.00952535 0.0135444 0.0216852 1.99651e-06 -0.000409002 -0.00250038 -0.000401249 0.000690072 0.00974019 0.0190435 0.00139756 0.000466243 0.00873827 0.00336 0.0131113 -0.000139278 0.00367357 0.00246552 0.00423645 0.0140481 -0.0043875 -0.00511555 7.57734e-06
internal_weight=1.3258e+06 16285 2981 54 2927 376 335 111 88 49 13304 9169 1523 721 631 74 48 2551 1730 118 821 94 1612 286 263 228 51 802 732 7646
internal_count=1325797 16285 2981 54 2927 376 335 111 88 49 13304 9169 1523 721 631 74 48 2551 1730 118 821 94 1612 286 263 228 51 802 732 7646
is_linear=0
shrinkage=0.05


Tree=431
num_leaves=31
num_cat=2
split_feature=94 136 43 136 28 79 1 7 78 108 13 32 60 53 66 34 55 76 78 53 15 83 39 126 126 79 12 85 56 38
split_gain=0.977705 2.55287 5.28696 6.70817 5.94369 4.88263 4.85985 4.3477 4.33376 4.33998 4.12115 4.36111 4.14705 4.95656 3.93576 3.90695 3.86075 3.79311 3.63971 4.35805 3.64696 3.47684 3.47284 3.38955 3.37198 4.17798 3.32742 3.75222 3.32945 3.30387
threshold=-0.17088662832975385 0 9.4499998092651385 1 1013.9500122070314 5.2449998855590829 142.50000000000003 4.6499998569488534 11.894999980926515 -0.88447460532188404 1.3049999475479128 12.449999809265138 0.7717723846435548 0.30500000715255743 0.50499999523162853 18.250000000000004 3.2350000143051152 17.535000801086429 6.5850000381469735 0.18500000238418582 1.2450000047683718 293.27832031250006 12.250000000000002 -0.98897820711135853 0.86159634590148937 4.7349998950958261 1.0149999856948855 0.71985128521919262 196.31042480468753 22.849999427795414
decision_type=2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 26 -4 15 9 -7 12 22 13 -3 -8 16 -6 24 23 -20 -21 -22 -12 -11 25 -16 27 -1 -29 -27
right_child=-2 10 4 -5 7 8 14 -9 -10 18 11 -13 -14 -15 17 -17 -18 -19 19 20 21 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.00072214713678309106 -1.9928610621046947e-05 0.00065426419988636624 -0.0016085787619005221 0.00026134784385354427 -0.0019950624951062634 0.016546799136664382 0.00441694729503534 -0.0030510467968476724 -0.00022367586670534324 0.014278335871852258 4.3860328696673202e-05 0.00031106185453048561 0.0011017037889591858 -0.00073411520336315729 0.00046512626515477412 0.0014121135506894253 0.00016916235805641629 -0.0052809499330883948 0.02329186598003349 -0.00036164984702136507 0.0057347568211934333 0.018067979241566747 -0.0010612079226859463 0.0016583923946307229 -0.0020000953274554104 0.0026771848938246766 -0.00052205862496060274 0.0004439746504573743 0.0031905349598447767 0.013666369199988919
leaf_weight=1441 1030514 7559 2575 86934 5243 66 705 2428 826 55 17972 84218 4239 42980 7236 1807 3395 271 34 241 904 61 11763 1632 1030 1865 2968 1736 3028 71
leaf_count=1441 1030514 7559 2575 86934 5243 66 705 2428 826 55 17972 84218 4239 42980 7236 1807 3395 271 34 241 904 61 11763 1632 1030 1865 2968 1736 3028 71
internal_value=3.0555e-06 8.32682e-05 0.000253014 0.000419856 -0.000373038 0.00147915 0.000349708 -0.00114519 0.00298253 0.00386737 -4.40574e-05 0.000127265 -0.000400463 -0.000526459 0.000800826 -0.000702165 -0.00114446 0.000557403 0.00358146 0.00563801 0.00514031 0.00651437 -0.000393299 0.00206983 0.000712489 0.00101711 0.000854856 0.00151347 0.00218969 0.0030802
internal_weight=1.3258e+06 295283 126552 99926 26626 12992 13753 12873 3819 2993 168731 113953 54778 50539 11178 10445 8638 10473 2927 1240 1206 965 29735 1687 10202 9172 9173 6205 4764 1936
internal_count=1325797 295283 126552 99926 26626 12992 13753 12873 3819 2993 168731 113953 54778 50539 11178 10445 8638 10473 2927 1240 1206 965 29735 1687 10202 9172 9173 6205 4764 1936
cat_boundaries=0 1 2
cat_threshold=4322 32
is_linear=0
shrinkage=0.05


Tree=432
num_leaves=31
num_cat=1
split_feature=108 12 135 23 136 16 84 28 39 120 39 32 96 36 14 66 28 29 107 71 85 20 96 61 113 119 61 65 73 20
split_gain=0.907132 4.07645 3.75494 2.46938 1.94759 2.81165 3.30698 2.32481 3.21852 2.21861 2.11053 2.15949 2.61248 2.9076 2.09823 2.58405 2.50583 2.37484 2.46862 2.47916 2.19197 2.31156 3.83111 2.68895 2.12876 2.00589 1.85152 1.98671 1.88864 1.92725
threshold=-0.93657124042510975 1.6150000095367434 1015.4500122070314 7.1250000000000009 0 13.344999790191652 0.64398694038391124 1011.7500000000001 16.94999980926514 -0.21643137186765668 11.250000000000002 14.650000095367433 -0.30381546914577479 19.050000190734867 0.66500002145767223 7.0750000476837167 1020.2500000000001 1013.4500122070314 -0.88980424404144276 266.22927856445318 0.85304483771324169 5.6349999904632577 -0.92131906747817982 0.31944648921489721 -0.79332312941551197 -0.98624804615974415 0.46953815221786505 5.8450000286102304 0.6102454960346223 5.7550001144409189
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 25 26 14 -10 -6 -12 13 -13 -9 16 17 -16 19 -19 21 22 23 -20 -23 -1 28 -28 -8 -30
right_child=-2 -3 3 -5 10 -7 7 8 9 -11 11 12 -14 -15 15 -17 -18 18 20 -21 -22 24 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.011902971994131803 -1.7093542579060784e-06 -6.8374379942256078e-07 0.027598069608211519 0.0056597987125659817 0.0041905074805827997 0.00029453646481106418 0.013062537883610382 0.017235980393030707 0.0076149678717936488 -0.0071193052741529601 -0.002270351986229558 0.0025707605528458681 -0.0078419938906068541 0.017942936612027033 -0.0049446628963572574 0.011153920097650458 -0.006610411813848519 0.013516283986003449 0.012406429711596244 -0.0052120967420624265 -0.0056336059146338989 -0.003001019281403321 0.0078564325010528849 0.035899377338074405 0.016896133795380592 -0.0052645844824279362 0.030317604186182675 0.010239074721799366 -0.011283289836276146 0.0084660892599883169
leaf_weight=20 1309512 13304 23 29 284 605 68 39 36 88 696 254 51 35 53 137 56 24 21 67 21 41 69 29 20 114 22 28 21 30
leaf_count=20 1309512 13304 23 29 284 605 68 39 36 88 696 254 51 35 53 137 56 24 21 67 21 41 69 29 20 114 22 28 21 30
internal_value=2.90282e-06 0.000373778 0.00204497 0.0153633 0.00180853 0.00296863 0.00460957 0.00573576 0.00446669 -0.00284161 0.000369153 -0.000674837 0.00259128 0.00443244 0.00603727 0.00522547 0.00320004 0.00479246 0.00655982 -0.000272744 0.00965316 0.0114366 0.0154934 0.0260323 0.00352264 -0.00270226 0.0109998 0.0190736 0.00760745 0.000333992
internal_weight=1.3258e+06 16285 2981 52 2929 1609 1004 870 701 124 1320 1036 340 289 577 538 401 345 292 91 201 180 119 50 61 134 169 50 119 51
internal_count=1325797 16285 2981 52 2929 1609 1004 870 701 124 1320 1036 340 289 577 538 401 345 292 91 201 180 119 50 61 134 169 50 119 51
cat_boundaries=0 1
cat_threshold=2339
is_linear=0
shrinkage=0.05


Tree=433
num_leaves=31
num_cat=3
split_feature=94 121 91 60 78 136 136 86 34 22 38 87 83 65 20 13 122 5 28 112 136 31 64 39 107 4 74 24 57 104
split_gain=0.87301 2.44005 3.64802 3.33307 3.29244 4.95862 3.11139 3.63612 3.0063 3.52857 3.61 2.79978 3.20506 3.67383 3.11605 2.85205 2.73586 2.66877 2.61811 2.56862 2.53272 2.47004 2.85112 2.46193 2.45665 2.42249 2.40515 2.40488 2.39924 2.44894
threshold=-0.17088662832975385 -0.60873827338218678 -0.67233848571777333 0.78373906016349804 4.9049999713897714 0 1 0.70971840620040905 15.250000000000002 8.0250000953674334 15.750000000000002 0.8743390440940858 339.07279968261724 2.0149999856948857 6.1549999713897714 2.5949999094009404 -0.07845610752701758 2.1499999761581425 1022.9500122070314 -0.46173103153705591 2 1017.8500061035157 13.625000000000002 21.250000000000004 -0.99972391128540028 2.8500000238418584 0.86756744980812084 75.500000000000014 232.7856140136719 -0.97513413429260243
decision_type=2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 20 28 4 5 -4 23 -8 16 10 17 27 15 25 19 21 26 -10 -12 -15 -1 -13 -23 -6 -11 -14 -7 -9 29 -3
right_child=-2 2 3 -5 6 8 7 11 9 24 18 12 13 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00021849243983803617 -1.8960995798464349e-05 -0.0010909713504291369 -8.0949107486283573e-05 0.0010395890646515674 -0.0012887768099472501 -0.0010418546105908234 0.0032672796989855961 -0.012129413789993715 0.0052746150086731974 -0.014705640899584347 -0.0022748509324881164 0.00078957715669882218 0.0090522959407779487 0.009533198671415449 -0.00027163406834006314 -0.001606151629430909 -0.0025737539445739124 -0.00060731742641833913 0.0087380914987509398 0.032994200289249424 0.00036062821559690409 -0.002266643307039459 0.0068926057211406849 0.016285352371633054 0.0017499364315792338 -0.011052350427931304 0.01316102313809097 -0.00029701307419945062 0.00043585931163547359 6.6458742657663427e-05
leaf_weight=23342 1030514 5398 14573 4688 5548 4652 848 43 318 23 2871 14825 31 20 20 1592 5831 490 55 28 98664 1111 92 20 1634 29 30 32101 46607 29799
leaf_count=23342 1030514 5398 14573 4688 5548 4652 848 43 318 23 2871 14825 31 20 20 1592 5831 490 55 28 98664 1111 92 20 1634 29 30 32101 46607 29799
internal_value=2.75768e-06 7.85541e-05 -4.20523e-05 -0.000259007 -0.000329155 -0.000747761 -0.000102583 2.06544e-05 -0.00135786 -0.000398737 -0.00125087 -3.45234e-05 0.000469548 0.00835291 0.0163098 0.00041228 -0.00185099 0.0017076 -0.00206784 0.0232188 0.000249843 0.000612763 -0.00156619 -0.00122345 0.00152152 -0.00066495 -0.000950849 -0.000312842 0.000200546 -0.000111051
internal_weight=1.3258e+06 295283 173277 91473 86785 30477 56308 50740 15904 5391 3734 49892 17748 128 68 17620 10513 808 2926 48 122006 16028 1203 5568 1657 60 4682 32144 81804 35197
internal_count=1325797 295283 173277 91473 86785 30477 56308 50740 15904 5391 3734 49892 17748 128 68 17620 10513 808 2926 48 122006 16028 1203 5568 1657 60 4682 32144 81804 35197
cat_boundaries=0 1 2 3
cat_threshold=4214 6164 3088
is_linear=0
shrinkage=0.05


Tree=434
num_leaves=31
num_cat=0
split_feature=15 101 40 42 31 65 28 112 89 94 66 41 96 96 78 3 63 77 61 58 11 33 123 77 13 67 110 119 98 63
split_gain=0.863975 2.563 2.25765 2.65147 3.59393 2.48321 2.51705 2.28586 1.98881 1.82378 2.0236 2.20466 1.76567 2.21574 1.88341 1.90149 1.88585 1.87821 2.32065 3.77165 1.82093 1.81002 1.74526 1.72798 1.92113 1.80881 1.84229 1.55468 2.22026 1.86799
threshold=0.63499999046325695 -0.56676605343818653 15.650000095367433 9.6500000953674334 1009.2500000000001 1.5649999976158144 1021.8500061035157 -0.41467745602130884 -0.50245457887649525 -0.77302750945091236 0.98500001430511486 8.0500001907348651 -0.99204102158546437 -0.99156528711318959 6.0950000286102304 248.50000000000003 0.42158214747905737 10.135000228881838 0.2804850041866303 314.16369628906256 3.4500000476837163 17.44999980926514 0.98897820711135875 1.825000047683716 0.72500002384185802 0.83499997854232799 0.0085786227136850374 -0.25037047266960138 -0.99624255299568165 0.25297069549560552
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 2 3 4 -1 6 22 8 -4 10 11 23 17 20 -15 -16 -17 18 21 -20 -14 -3 -5 25 -25 -6 -27 29 -29 -11
right_child=-2 12 7 5 9 -7 -8 -9 -10 27 -12 -13 13 14 15 16 -18 -19 19 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.018528082008318358 7.7130885341789137e-06 -0.0065403168175504553 0.013531317217072656 -0.0051857894079546211 -0.0024733280353728565 0.013329806011170148 0.011216349127003923 -0.0028955706027946216 -0.00028758682093994563 0.0074628054188858525 -0.0042786399915814401 0.018079328662513394 0.022397585993167015 -4.2851329415535973e-05 -0.0023152899046085386 0.018200528073967211 0.0010662022243755368 0.012440160110228412 -0.0012663875854891198 0.019186146670709489 0.0017688718826874444 0.0059127538042957895 0.0076988536519584832 0.018483912806701044 0.0031470024166122567 0.015236011079766534 -0.0039955636952072387 0.0094105733735930369 -0.0076334568990926027 -0.0024584437442808529
leaf_weight=24 1305017 331 66 988 189 20 25 84 43 57 125 23 20 16754 38 42 26 23 1130 23 23 32 27 29 69 33 20 21 212 283
leaf_count=24 1305017 331 66 988 189 20 25 84 43 57 125 23 20 16754 38 42 26 23 1130 23 23 32 27 29 69 33 20 21 212 283
internal_value=2.61982e-06 -0.000317246 -0.00187681 -0.00234287 -0.000605315 -0.0041214 -0.004457 0.00330297 0.00807982 -0.00103812 0.00120817 0.00309757 -0.000119531 2.80937e-05 -8.16652e-07 0.00664304 0.0116492 -0.0017409 -0.00195605 -0.000858401 0.0113636 -0.00544253 -0.00484305 0.0020841 0.00768548 -0.000184223 0.00797881 -0.00295119 -0.0060973 -0.000795176
internal_weight=1.3258e+06 20780 2338 2145 1085 1060 1040 193 109 1061 488 363 18442 16903 16860 106 68 1539 1516 1153 43 363 1015 340 98 242 53 573 233 340
internal_count=1325797 20780 2338 2145 1085 1060 1040 193 109 1061 488 363 18442 16903 16860 106 68 1539 1516 1153 43 363 1015 340 98 242 53 573 233 340
is_linear=0
shrinkage=0.05


Tree=435
num_leaves=31
num_cat=0
split_feature=90 78 71 76 70 4 94 76 78 103 32 125 15 61 19 78 52 91 96 2 23 104 59 74 85 114 32 87 91 73
split_gain=1.64652 2.07854 2.64229 3.05958 3.13223 2.79584 3.43034 3.25969 2.85231 2.90952 2.81247 2.69441 2.62981 2.46005 2.69749 2.65414 3.29312 3.5366 2.46634 2.44008 3.17972 2.41743 2.40092 2.37983 2.62995 4.72615 2.2241 2.06973 2.8545 2.44317
threshold=0.76977267861366283 10.164999961853029 308.05505371093756 22.73499965667725 293.75283813476568 1.9499999880790713 1.0000000180025095e-35 13.875000000000002 16.345000267028812 0.22834451496601108 15.050000190734865 0.99140709638595592 2.2350000143051152 0.25054396688938146 6.4600000381469735 25.095000267028812 1.8450000286102297 -0.94612020254135121 -0.75395101308822621 163.50000000000003 5.7850000858306894 -0.073257714509963975 200.7541198730469 0.5143827795982362 0.87880763411521923 -0.74892720580101002 15.650000095367433 0.74407759308815014 -0.9997715651988982 0.75263270735740673
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 27 3 4 -3 6 7 -6 22 -10 12 26 23 19 18 -16 17 -17 -15 20 -4 -19 -7 -11 25 -25 -5 29 -29 -2
right_child=1 2 13 11 5 8 -8 -9 9 10 -12 -13 -14 14 15 16 -18 21 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=1.0664848839062128e-05 0.00014567226821696818 6.1140302129370988e-05 0.01882062269353562 -0.0034930721603297857 0.012139922777714675 -0.0079118199290379009 0.0029485797184671085 0.037871685661375526 -0.004852121332537776 -0.0014223956861921276 0.028031437983736397 0.013434869729514635 -0.00026010006976624333 -0.0016994839906692505 -0.0035265292330352951 0.021381985605694355 -0.0037193028021024186 0.0053940842396508881 0.021655189202955137 -0.0074576313283532527 -0.0047424314384598562 -0.012581794265480268 0.0033573178289037563 0.042721188962459571 0.0065589952620211988 0.011918422495099633 0.008801097921677865 0.015715081156009721 -0.0028150385685908764 0.017147769571535968
leaf_weight=1321182 534 477 22 458 32 68 43 20 38 24 20 28 60 20 448 32 143 171 26 266 41 21 155 20 40 33 40 21 2014 22
leaf_count=1321182 534 477 22 458 32 68 43 20 38 24 20 28 60 20 448 32 143 171 26 266 41 21 155 20 40 33 40 21 2014 22
internal_value=7.12435e-06 -0.000869331 8.91523e-05 0.00144552 0.00302994 0.00559074 0.0133968 0.0220368 0.00397156 0.0078153 0.0102588 -0.00165705 0.00825055 -0.00168439 -0.000279101 -0.000943989 0.00220854 0.00599283 0.011501 -0.00536205 0.00348594 0.00342797 -7.90112e-05 0.012615 0.0162375 0.0235421 -0.00250559 -0.00188515 -0.00262382 0.000818417
internal_weight=1.32652e+06 5337 2746 1556 1030 553 95 52 458 235 197 526 177 1190 861 815 367 224 46 329 63 192 223 117 93 53 498 2591 2035 556
internal_count=1326519 5337 2746 1556 1030 553 95 52 458 235 197 526 177 1190 861 815 367 224 46 329 63 192 223 117 93 53 498 2591 2035 556
is_linear=0
shrinkage=0.05


Tree=436
num_leaves=31
num_cat=1
split_feature=90 136 103 39 117 60 3 127 58 103 0 120 63 82 35 24 31 56 126 25 31 0 60 93 30 86 61 68 65 54
split_gain=1.48599 1.97209 2.48991 3.48911 2.49373 2.54763 2.84102 2.37521 2.47826 2.36866 3.85743 3.43946 3.60878 2.26691 2.68527 2.25436 2.10053 2.06909 1.97412 2.57896 3.50105 1.91995 1.88828 1.84316 2.17 2.79105 3.95545 2.31224 2.0695 3.1955
threshold=0.76977267861366283 0 0.30622370541095739 16.550000190734867 0.98321744799613964 0.24251168221235278 342.50000000000006 0.8140845298767091 74.078388214111342 0.57848465442657482 190.50000000000003 -0.33379416167736048 0.32408924400806433 319.46313476562506 16.150000572204593 331.50000000000006 1013.1499938964845 339.60906982421881 0.99687939882278453 339.50000000000006 1016.4500122070314 301.50000000000006 0.25061738491058355 -0.99597713351249684 1019.4500122070314 0.72463563084602367 0.24206681549549106 285.35311889648443 0.9350000023841859 0.74500000476837169
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 18 15 4 5 6 7 9 -9 11 -11 12 -4 14 -5 17 -12 23 -2 -20 -21 -16 -7 -3 25 26 -25 28 -28 -30
right_child=1 2 3 13 -6 22 -8 8 -10 10 16 -13 -14 -15 21 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=1.0131606648969139e-05 -0.0015108712715129569 -0.0095403793326113377 0.027543643075041476 0.018237834503608091 0.017785746950123991 -0.0092734101425730082 0.019268210129491217 0.011648641685023905 -0.008277348068896944 0.017149358273794255 -0.014630688097456407 -0.0017214550967178039 0.0019474355415219351 0.023713661560941547 0.0097441300040199651 -0.011084522186305191 0.0012757745099394289 -0.015464557155966761 -0.010642163267810688 -0.012839463437822732 0.013240980104573311 -0.0107634189472883 -0.00012728839662283625 0.022689190879464152 -0.0065972958753263812 -0.00073164356497040913 -0.006579206257381222 -0.01127398424432613 0.027576863434514966 0.0027706028490855888
leaf_weight=1321182 2073 59 40 28 21 59 29 20 71 30 29 31 21 24 21 61 73 25 132 22 31 25 1297 31 128 853 22 24 20 37
leaf_count=1321182 2073 59 40 28 21 59 29 20 71 30 29 31 21 24 21 61 73 25 132 22 31 25 1297 31 128 853 22 24 20 37
internal_value=6.76813e-06 -0.000825864 3.76038e-07 0.00118376 0.000661206 0.000449667 0.00429261 0.00291391 -0.00389801 0.00568125 0.00138881 0.01184 0.0187318 0.0103605 0.00602974 -0.00170802 -0.00324665 -0.00123098 -0.00194392 -0.00690142 0.00241514 -0.00140128 -0.000525239 -0.000927881 -0.000472152 0.000322193 0.00703057 0.00231778 0.00644692 0.0114746
internal_weight=1.32652e+06 5337 3079 1819 1721 1700 344 315 91 224 132 92 61 98 74 1260 102 1199 2258 185 53 46 1356 1174 1115 987 134 103 79 57
internal_count=1326519 5337 3079 1819 1721 1700 344 315 91 224 132 92 61 98 74 1260 102 1199 2258 185 53 46 1356 1174 1115 987 134 103 79 57
cat_boundaries=0 1
cat_threshold=5169
is_linear=0
shrinkage=0.05


Tree=437
num_leaves=31
num_cat=0
split_feature=90 78 71 76 1 70 77 8 23 6 6 93 84 61 19 78 61 57 127 97 74 62 31 32 87 91 53 36 75 75
split_gain=1.3411 1.83367 2.38707 2.79633 2.93241 2.77472 2.59713 2.70067 2.56422 2.66779 2.92435 2.50405 2.62042 2.20452 2.43071 2.38262 2.79536 3.7506 2.38061 2.35812 2.18633 2.90427 1.98191 1.95445 1.8458 2.56253 2.19683 4.3102 3.3127 2.74535
threshold=0.76977267861366283 10.164999961853029 308.05505371093756 22.73499965667725 352.50000000000006 293.75283813476568 16.015000343322757 6.5499999523162851 6.4449999332427987 8.4499998092651385 9.4499998092651385 0.24724262952804568 0.8667273521423341 0.25054396688938146 6.4600000381469735 25.095000267028812 0.28358444571495062 213.98255920410159 0.93038213253021251 -0.76760938763618458 0.50681105256080639 0.25065393745899206 1017.3500061035157 15.650000095367433 0.74407759308815014 -0.9997715651988982 0.22500000149011615 15.550000190734865 0.37520073354244238 0.75654116272926342
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 24 3 5 23 -3 20 11 9 -9 -11 12 -8 18 19 -16 17 -17 -4 -15 21 -7 -20 -5 26 -26 27 -2 -29 -28
right_child=1 2 13 4 -6 6 7 8 -10 10 -12 -13 -14 14 15 16 -18 -19 22 -21 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=9.6250262117738456e-06 -0.0066312508158651853 0.00012536481192698643 -0.0021190985598217179 -0.0032553892278193762 0.01630751985040578 -0.00063617719538711223 0.031429338623439114 -0.0046627026774100407 0.020066807337105277 0.023046044174581767 0.0026414437961401575 0.0019205988850444556 0.011721978385655864 0.00010390076786279679 -0.0033177631766843014 0.00017430946683964215 -2.4450046436779629e-06 0.023359559879948699 -0.015918683344756979 0.022766792579469355 -0.00061005885091920697 0.01904389028510961 -0.0012713274082189483 0.008263441723538564 0.014939451838533083 -0.0026174215737075589 -0.0012422482257502651 0.0054036837886087602 0.032264721156521278 0.016837908844040197
leaf_weight=1321182 28 477 223 464 22 37 31 67 25 25 59 24 37 24 448 37 297 33 72 22 210 38 34 40 21 2014 460 24 22 22
leaf_count=1321182 28 477 223 464 22 37 31 67 25 25 59 24 37 24 448 37 297 33 72 22 210 38 34 40 21 2014 460 24 22 22
internal_value=6.42973e-06 -0.000784571 0.000115683 0.00140488 -0.00156121 0.00291961 0.00532984 0.00886337 0.00523446 0.00277878 0.00871424 0.0158056 0.0207062 -0.00157003 -0.000239728 -0.000870882 0.00211605 0.0111045 -0.00505146 0.0109427 0.00200708 0.00933506 -0.0112205 -0.0023412 -0.00173868 -0.00243624 0.000814455 0.00883564 0.0182503 -0.000417013
internal_weight=1.32652e+06 5337 2746 1556 526 1030 553 268 176 151 84 92 68 1190 861 815 367 70 329 46 285 75 106 504 2591 2035 556 74 46 482
internal_count=1326519 5337 2746 1556 526 1030 553 268 176 151 84 92 68 1190 861 815 367 70 329 46 285 75 106 504 2591 2035 556 74 46 482
is_linear=0
shrinkage=0.05


Tree=438
num_leaves=31
num_cat=1
split_feature=90 126 115 61 127 22 36 34 67 76 74 68 126 75 89 89 92 65 114 88 3 136 91 96 119 26 127 102 62 60
split_gain=1.21034 1.74955 2.60087 2.82753 2.73986 3.07872 1.84945 3.0179 2.5986 5.23141 2.33749 2.31659 3.20419 2.4545 3.65136 2.77612 2.23334 2.5869 2.16257 2.15991 2.09251 2.24445 2.47908 2.29861 2.29165 2.2414 2.18943 2.90656 3.60334 2.72307
threshold=0.76977267861366283 0.99687939882278453 -0.59480014443397511 0.25054396688938146 0.98897820711135875 5.9649999141693124 11.550000190734865 13.050000190734865 0.25499999523162847 13.605000019073488 0.47436340153217321 326.96221923828131 0.98321744799613964 0.79517677426338207 -0.76519042253494252 -0.28830096125602717 -0.78217732906341542 4.4449999332427987 -0.52247866988182057 -0.85564684867858876 333.50000000000006 0 -0.9997715651988982 0.25673778355121618 -0.95878320932388295 221.50000000000003 0.7933231294155122 0.26269795000553137 0.21121699362993243 0.31509949266910559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=-1 6 -3 -4 5 -5 7 8 9 -2 -9 12 13 16 -15 -16 17 18 -10 -13 21 24 -23 -24 25 -8 27 -26 29 -29
right_child=1 2 3 4 -6 -7 20 10 11 -11 -12 19 -14 14 15 -17 -18 -19 -20 -21 -22 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=9.1437743188282117e-06 -0.0057352038920812668 -0.011075416807783768 -0.013190131832027075 0.0241003140732646 -0.0054500691106785897 0.00068241881672292948 0.001605672932540377 0.00035881432937458159 -0.0070889523725456262 0.028436809471653154 0.022578042356602462 -0.017987151675183197 0.01143582427452202 -0.0023349525708266919 0.024219131064327326 0.0047863238072022793 0.00052043634157340182 -0.017415043602629406 0.0099002152967911511 -0.0025396747212688602 -0.0041630478630917313 0.012672995012253524 -0.0020144551021882614 0.010233048566927513 -0.0025728156469257014 0.023973350882131077 -0.0026496282758590281 0.01784610321974733 0.0018949434076942042 0.0026097688545454658
leaf_weight=1321182 21 100 33 25 46 32 24 20 67 24 29 29 70 68 34 40 394 41 26 103 467 30 2165 39 276 21 381 69 612 51
leaf_count=1321182 21 100 33 25 46 32 24 20 67 24 29 29 70 68 34 40 394 41 26 103 467 30 2165 39 276 21 381 69 612 51
internal_value=6.10824e-06 -0.000745343 -0.00495413 -0.000453178 0.00362759 0.0109534 -0.000550621 0.00141914 0.000773114 0.0124899 0.013509 0.000168465 0.00125691 0.000193444 0.00602906 0.0137149 -0.00137598 -0.00695202 -0.00233929 -0.00593344 -0.00101079 -0.00060945 -0.00159626 -0.00179773 0.000932518 0.0120439 0.000579251 0.00179969 0.00344834 0.0113707
internal_weight=1.32652e+06 5337 236 136 103 57 5101 966 917 45 49 872 740 670 142 74 528 134 93 132 4135 3668 2234 2204 1434 45 1389 1008 732 120
internal_count=1326519 5337 236 136 103 57 5101 966 917 45 49 872 740 670 142 74 528 134 93 132 4135 3668 2234 2204 1434 45 1389 1008 732 120
cat_boundaries=0 1
cat_threshold=790
is_linear=0
shrinkage=0.05


Tree=439
num_leaves=31
num_cat=0
split_feature=17 72 91 35 60 117 64 52 26 53 3 63 81 95 11 90 78 75 85 55 97 65 33 8 28 85 76 95 91 93
split_gain=1.11858 2.992 3.27485 3.77312 4.4702 2.87823 2.81549 2.57334 2.45192 2.4355 3.38606 3.47301 3.01262 3.64443 2.42731 2.82168 2.55885 2.41818 4.48471 2.37712 2.45177 2.30982 2.27925 2.48182 2.26643 3.11712 2.21433 2.1435 3.34054 3.00516
threshold=6.9049999713897714 0.45335680246353155 -0.11280756443738936 12.550000190734865 0.28327439725399023 -0.25037047266960138 0.39499999582767492 0.19500000029802325 262.50000000000006 0.30500000715255743 291.50000000000006 0.71990796923637401 332.38731384277349 0.51188719272613536 11.650000095367433 -0.89960992336273182 1.8750000000000002 0.63874667882919323 0.89350286126136791 0.034999999217689044 -0.97691613435745228 0.73500001430511486 14.550000190734865 16.94999980926514 1018.7500000000001 0.85478538274765026 6.6349999904632577 -0.81447070837020863 -0.88007724285125721 0.19080390781164172
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 -1 6 4 5 -4 19 9 -5 10 11 27 13 22 16 17 -10 18 -16 20 -3 -6 23 24 -12 -26 -22 29 -29 -8
right_child=-2 2 3 8 21 -7 7 -9 14 -11 12 -13 -14 -15 15 -17 -18 -19 -20 -21 26 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=1.2165116069834982e-05 2.0237470078595874e-05 -0.0017119032286389388 0.010708998683840038 0.0013892168556150525 -0.0065092889618091777 -0.0086813488852459236 0.015943180514937816 -0.00035243236034864737 -0.0093270473702253449 -0.0023877890618145235 0.011302837915718556 0.018464938275240088 0.016262032801531396 -0.0033024191489550389 0.0054424709793537453 -0.00049969729525582089 -0.0018892367296452781 -0.0037737836417577721 0.029979310005903245 -0.0027066253339948524 0.011722552447198806 -0.00087455011915950798 0.00016698117094795007 -0.0038847802428063002 0.014650834704904506 -0.0084860607427922462 -0.00092760796675033733 0.0013841680352676999 -0.0036517123838686579 -0.0020020271792228141
leaf_weight=87059 1207203 209 20 946 228 444 51 21646 122 396 266 27 53 139 73 502 2217 34 25 1911 88 899 130 40 24 37 57 1172 458 43
leaf_count=87059 1207203 209 20 946 228 444 51 21646 122 396 266 27 53 139 73 502 2217 34 25 1911 88 899 130 40 24 37 57 1172 458 43
internal_value=5.80283e-06 -0.000140242 -0.000551578 -0.00166156 -0.00371507 -0.00784556 -0.000322917 -0.000166883 -0.000827893 0.00124934 0.00183963 0.000671233 0.00480894 0.00385451 -0.00153337 0.00121077 -0.00227719 0.00771572 0.0117019 -0.00200946 0.00175402 -0.0020145 0.00585615 0.00787139 0.00930945 0.00061698 0.00674973 0.000392561 -3.08217e-05 0.0077342
internal_weight=1.32652e+06 119316 32257 5510 1591 464 26747 24482 3919 2836 2440 1751 689 636 2973 634 2339 132 98 2265 354 1127 497 367 327 61 145 1724 1630 94
internal_count=1326519 119316 32257 5510 1591 464 26747 24482 3919 2836 2440 1751 689 636 2973 634 2339 132 98 2265 354 1127 497 367 327 61 145 1724 1630 94
is_linear=0
shrinkage=0.05


Tree=440
num_leaves=31
num_cat=1
split_feature=94 79 38 63 13 89 73 92 95 72 107 66 17 113 3 98 87 69 91 32 72 64 5 76 57 106 63 33 136 115
split_gain=1.04048 3.38811 3.95638 2.99204 3.44339 2.89654 4.13494 2.63304 2.70647 2.61742 2.38104 2.24851 2.74438 2.21326 2.18792 2.17552 2.44959 2.07057 2.55773 2.08496 2.06035 2.03599 2.16819 2.38036 2.15098 1.98621 2.68585 2.80261 2.94042 2.62709
threshold=-0.96977913379669178 13.385000228881838 16.349999427795414 0.24909628182649615 1.8650000095367434 -0.97874441742897023 0.60441258549690258 -0.23477246612310407 0.60692235827445995 0.66630166769027721 -0.77612498402595509 0.94499999284744274 6.9049999713897714 -0.99535831809043873 12.500000000000002 -0.99684226512908924 0.78871652483940136 174.52405548095706 0.068035371601581587 19.44999980926514 0.92952132225036632 1.5649999976158144 1.5500000119209292 14.015000343322756 229.5090026855469 -0.98627436161041249 0.21885512769222262 18.94999980926514 0 0.41467745602130895
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 1 2
left_child=1 7 11 4 10 6 -5 25 9 13 -4 14 -13 -9 -3 -10 -17 -7 19 -19 -14 22 -16 -24 -23 26 -1 28 -28 -27
right_child=-2 2 3 5 -6 17 -8 8 15 -11 -12 12 20 -15 21 16 -18 18 -20 -21 -22 24 23 -25 -26 29 27 -29 -30 -31
leaf_value=-0.0072970545907548173 1.1697235371397748e-05 0.007867447237798272 0.0073197853518649943 0.025580191954730019 0.0029596057864997925 -0.008437116385397056 -0.0035802400275133555 -0.0049425727277528503 0.0059830633971171502 -0.0035654706977213805 0.029447793551991064 -0.0023486357356284409 0.00040005007059810678 -2.335453865862733e-05 -0.011995169528844683 -0.0032701161139662297 -0.011263891267827505 0.0017289312397826006 0.0087154101010201244 -0.014259299724584534 -0.0082106708296175515 0.0037866494290065022 0.004949157260447503 -0.0018427769957562923 0.022855434964488573 -0.00020428479609091348 0.0029716850697560897 0.0017818611295592009 -0.0017573336817443769 0.002828545817694613
leaf_weight=172 1269436 169 20 31 58 46 20 250 39 871 31 1062 9187 2678 33 246 157 703 137 21 70 50 235 286 21 34782 347 802 4439 729
leaf_count=172 1269436 169 20 31 58 46 20 250 39 871 31 1062 9187 2678 33 246 157 703 137 21 70 50 235 286 21 34782 347 802 4439 729
internal_value=2.25919e-06 -0.000205412 0.000535267 0.0034435 0.011293 0.00255039 0.0141447 -0.000403634 -0.00159001 -0.00115918 0.0207701 0.000256037 5.8752e-05 -0.00044337 0.00281999 -0.00529308 -0.00638432 0.00189845 0.00245064 0.00126518 0.000334937 0.00145516 0.000433533 0.00122076 0.00942671 -0.000281722 -0.00114297 -0.000953549 -0.00141193 -0.000142024
internal_weight=1.32713e+06 57692 12180 1067 109 958 51 45512 4241 3799 51 11113 10319 2928 794 442 403 907 861 724 9257 625 554 521 71 41271 5760 5588 4786 35511
internal_count=1327128 57692 12180 1067 109 958 51 45512 4241 3799 51 11113 10319 2928 794 442 403 907 861 724 9257 625 554 521 71 41271 5760 5588 4786 35511
cat_boundaries=0 1
cat_threshold=64
is_linear=0
shrinkage=0.05


Tree=441
num_leaves=31
num_cat=1
split_feature=94 136 123 71 38 105 116 114 121 11 88 7 2 126 61 12 32 65 97 88 18 62 120 116 58 6 72 69 30 30
split_gain=0.939181 2.85923 3.3159 2.72458 2.8946 3.17517 2.8282 2.69444 2.61159 2.49206 2.4229 2.41548 3.75333 2.37599 4.21303 3.00264 2.97937 2.52867 2.33031 3.50494 3.06657 3.44322 2.40923 2.3684 2.34367 2.31694 2.26903 2.80213 2.33929 2.26469
threshold=-0.97493314743041981 0 -0.84335932135581959 323.68252563476568 13.84999990463257 -0.98023304343223561 0.88697704672813427 -0.49240480363368982 0.608738273382187 13.250000000000002 -0.85564684867858876 7.9500000476837167 310.50000000000006 -0.89490029215812672 0.24670040607452395 0.76499998569488536 18.150000572204593 10.265000343322756 -1.0000000180025095e-35 -0.48224546015262598 12.50999975204468 0.33420084416866308 -0.99992385506629933 -0.18222858756780622 188.75977325439456 0.84999999403953563 0.52273613214492809 314.86093139648443 1025.850036621094 1008.7500000000001
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 13 4 5 -4 18 11 -7 -5 -9 -8 -13 14 -3 -15 -17 -18 22 24 21 -21 23 -6 -20 -1 27 29 -28 -27
right_child=-2 2 3 9 6 8 7 10 -10 -11 -12 12 -14 15 -16 16 17 -19 19 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0022424072340533974 1.0667528516299316e-05 0.022289834928233179 -0.0056935821461201012 0.0012817769622597555 0.0031864314118865882 -0.0013395244115861691 -0.0041665128911150982 0.0048465358268003911 0.0022907458322452183 0.0085847222657622138 -0.012521018221883513 0.022429973952472211 -0.0066302930553865744 -0.0049585558366821662 0.00074508305512538831 -0.0020291353034776675 0.0019206156624874315 -0.011820907056597727 0.00054426397614674093 -0.016037481337969704 -0.0011010282160405201 -0.0044676032333509051 0.00017206307278020251 0.024259528107941224 0.011934676932212134 0.0057200867528934447 -0.00017452498526306386 0.0086237909358638041 -0.013500896762266304 0.00059835890611819893
leaf_weight=1338 1274812 24 385 960 40 5445 114 24 545 133 123 25 20 698 416 3752 770 35 204 81 565 312 15388 20 58 226 15667 118 33 4797
leaf_count=1338 1274812 24 385 960 40 5445 114 24 545 133 123 25 20 698 416 3752 770 35 204 81 565 312 15388 20 58 226 15667 118 33 4797
internal_value=2.14669e-06 -0.000205485 -0.000522485 -0.000269496 -0.000383713 -0.00129212 -4.25369e-05 -0.00480591 -0.00100922 0.00217042 -0.0096855 -0.000294585 0.0095143 -0.00160919 0.00192025 -0.00190471 -0.00143695 0.00132316 4.49116e-05 -0.00205883 -0.00346034 -0.00685223 0.000211053 0.0102108 0.00306581 0.000225391 9.6006e-05 0.00100772 -0.000202536 0.000828801
internal_weight=1.32713e+06 52316 30137 24442 23349 6375 16974 306 5990 1093 147 159 45 5695 440 5255 4557 805 16668 1220 958 393 15448 60 262 22179 20841 5141 15700 5023
internal_count=1327128 52316 30137 24442 23349 6375 16974 306 5990 1093 147 159 45 5695 440 5255 4557 805 16668 1220 958 393 15448 60 262 22179 20841 5141 15700 5023
cat_boundaries=0 1
cat_threshold=582
is_linear=0
shrinkage=0.05


Tree=442
num_leaves=31
num_cat=0
split_feature=94 79 38 12 2 91 63 13 62 54 9 79 29 95 61 54 67 2 98 31 63 38 125 26 109 37 122 91 14 23
split_gain=0.851819 2.99569 3.5589 3.07004 2.77092 3.1396 2.55212 2.83453 2.22711 3.12815 3.17806 2.94825 2.56333 2.26212 3.25591 2.88014 2.83863 3.32367 2.22074 2.17569 2.4405 2.10079 2.21438 2.09281 2.58002 2.05911 2.87383 2.2886 2.27015 2.20504
threshold=-0.96977913379669178 13.385000228881838 16.349999427795414 2.1450001001358037 327.50000000000006 0.45097571611404424 0.24909628182649615 1.9750000238418581 0.45730319619178778 1.1649999618530276 10.050000190734865 1.5950000286102297 1016.3500061035157 0.63235661387443554 0.23702763020992282 0.30500000715255743 0.15500000119209292 259.50000000000006 0.27177290618419653 1014.5499877929689 0.23086161166429522 11.650000095367433 0.94828754663467418 189.50000000000003 0.69506701827049266 11.250000000000002 -0.76037701964378346 -0.86107552051544178 2.9450000524520878 5.8849999904632577
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 18 8 5 6 7 -4 11 10 12 -1 21 16 -15 -16 17 -13 -3 20 -17 -10 -23 24 -18 26 -5 -27 29 -29
right_child=-2 2 4 25 -6 -7 -8 -9 9 -11 -12 13 -14 14 15 19 23 -19 -20 -21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0022205748089828411 1.0578996831485746e-05 0.00020070084391475053 0.020501157312343518 -0.0098382586318000072 -0.0030556526587847874 0.017819044066638482 0.0027853176169420979 0.0020844791956150378 -0.0062282829856131136 -6.6428084141023327e-05 -0.0064743741976351233 0.021357375523075463 0.0066963499561990408 -0.011673956744760128 -0.010501477333328015 0.016300878121846302 0.0013140263771614651 -0.0042421857959457805 0.011330656026386554 -0.0031537752653219226 0.0012428179229862354 0.0032747108265138375 -0.010901982165423447 -0.00060552362789371213 -0.0027594701716982823 -0.0082445716887760249 0.0048927965113043058 -0.0064436449410336816 0.013891565799713136 -0.0014428932901569505
leaf_weight=2597 1269436 11068 45 41 149 41 793 39 77 19838 88 32 379 101 79 34 2895 21 45 232 129 549 29 16379 449 195 172 294 21 881
leaf_count=2597 1269436 11068 45 41 149 41 793 39 77 19838 88 32 379 101 79 34 2895 21 45 232 129 549 29 16379 449 195 172 294 21 881
internal_value=2.03935e-06 -0.000185864 0.000510602 -0.000372254 0.00326888 0.00429541 0.00366317 0.0119506 -0.000293764 7.88384e-05 0.00264728 -0.000634088 0.0034236 -0.000431636 -0.00352315 -0.00178637 -0.000341748 0.0112142 0.00024577 -4.33481e-05 0.00438376 0.00152989 0.00256342 -0.000372802 0.000767077 -0.00252082 0.00205724 -0.00322185 -0.00240292 -0.00269415
internal_weight=1.32713e+06 57692 12180 45512 1067 918 877 84 43908 20960 1122 22948 1034 20351 575 474 19776 53 11113 395 163 655 578 19723 3344 1604 213 1391 1196 1175
internal_count=1327128 57692 12180 45512 1067 918 877 84 43908 20960 1122 22948 1034 20351 575 474 19776 53 11113 395 163 655 578 19723 3344 1604 213 1391 1196 1175
is_linear=0
shrinkage=0.05


Tree=443
num_leaves=31
num_cat=1
split_feature=93 61 55 57 97 112 134 123 80 17 58 24 26 53 126 105 112 117 3 29 81 80 16 72 94 29 136 1 26 96
split_gain=0.802166 3.38036 2.83168 2.7933 2.5446 2.39185 2.29042 2.2146 3.24828 2.2966 2.80338 2.43697 3.01227 2.24059 3.84368 2.58215 2.24035 4.17608 3.25808 2.89828 2.40563 2.36615 2.47709 2.32368 2.2337 3.68349 2.27025 2.7598 2.82345 2.20784
threshold=-0.9639216661453246 0.48095476627349859 1.3450000286102297 185.38386535644534 -0.15353369712829587 0.26722820103168493 1020.9500122070314 -0.90255093574523915 330.30557250976568 5.4100000858306894 149.83291625976565 266.50000000000006 290.50000000000006 3.2150000333786015 0.53727915883064281 -0.99909687042236317 -0.67556449770927418 0.7933231294155122 308.50000000000006 1013.1499938964845 311.40975952148443 323.95382690429693 9.5450000762939471 0.42951951920986181 0.7226114571094514 1014.6499938964845 0 318.50000000000006 197.50000000000003 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 1 2 2 2
left_child=1 5 3 -3 -4 6 7 8 9 11 -11 -1 -13 14 -9 -15 17 21 -19 -20 -21 29 -23 -22 26 -26 -12 -28 -29 -16
right_child=-2 2 4 -5 -6 -7 -8 13 -10 10 24 12 -14 15 16 -17 -18 18 19 20 23 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0013446084174793215 1.0614392761823899e-05 0.0039886574400969333 0.00027495482352250621 0.0003842052776569856 -0.0018011827327575989 0.0014268288959182213 0.011128851602829639 -4.0289809682938293e-06 0.015457616167675173 -0.0067014985756777739 -0.0025207452143000131 0.016813735112581135 -0.0037803737715316507 -0.0054156831754712254 -0.0010960119991697207 0.00024521784481399003 -0.0023785893598844616 0.014385204016834394 0.014895295036128825 0.014748767055359416 0.0070435850797886295 0.018288660247344525 -0.0004812894341273186 -0.0067987449368923361 -0.0022491464682389052 0.024328108555213973 0.00065345423527375874 0.0052155542382123802 -0.0074979799851153418 -0.0093515692153809272
leaf_weight=100 1264142 983 20232 1186 1592 1611 42 9812 28 278 2814 56 26 205 6556 11607 3657 71 36 22 42 32 39 109 32 22 1447 55 212 82
leaf_count=100 1264142 983 20232 1186 1592 1611 42 9812 28 278 2814 56 26 205 6556 11607 3657 71 36 22 42 32 39 109 32 22 1447 55 212 82
internal_value=1.93739e-06 -0.000172212 0.000294749 0.00201776 0.000123506 -0.00045954 -0.000540835 -0.000553961 -0.00152542 -0.00161974 -0.00182624 0.00389461 0.0102839 -0.000401333 -0.000717911 0.000146972 -0.00137587 -0.000851194 0.0051315 0.0019879 -0.000698033 -0.00110088 0.00797841 -0.00294856 -0.00153045 0.00857862 -0.00165101 -0.000207174 -0.00487909 -0.00119799
internal_weight=1.32713e+06 62986 23993 2169 21824 38993 37382 37340 5070 5042 4860 182 82 32270 20458 11812 10646 6989 280 209 173 6709 71 151 4582 54 4528 1714 267 6638
internal_count=1327128 62986 23993 2169 21824 38993 37382 37340 5070 5042 4860 182 82 32270 20458 11812 10646 6989 280 209 173 6709 71 151 4582 54 4528 1714 267 6638
cat_boundaries=0 1
cat_threshold=3872
is_linear=0
shrinkage=0.05


Tree=444
num_leaves=31
num_cat=1
split_feature=18 65 57 35 126 67 37 136 78 42 26 84 33 33 63 29 99 122 82 77 23 39 28 5 86 109 66 93 90 54
split_gain=0.778789 2.86852 2.99174 2.76923 2.67772 2.57619 2.47299 4.37127 3.46496 3.30575 2.71809 2.52051 2.55915 2.36948 2.33216 2.23057 3.15602 2.97237 2.14537 2.0925 2.06734 2.35417 2.18413 2.10152 2.14422 3.52371 2.57966 3.09577 2.159 2.11425
threshold=7.4149999618530282 1.1649999618530276 313.50959777832037 18.250000000000004 0.68832838535308849 0.87500000000000011 18.44999980926514 0 10.364999771118166 9.9499998092651385 273.50000000000006 0.87129056453704845 15.650000095367433 4.5499999523162851 0.26354117691516882 1012.4500122070314 -0.62811392545700062 -0.94260558485984791 327.94308471679693 5.305000066757203 5.305000066757203 18.550000190734867 1014.3500061035157 12.250000000000002 0.85617756843566906 0.62818658351898204 2.3349999189376835 -0.99597713351249684 -0.68560004234313954 1.3049999475479128
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 14 -6 13 8 11 10 -10 12 -8 -3 -5 16 17 -14 -9 -19 21 23 -23 24 25 -15 27 -27 -26 -28
right_child=-2 2 -4 4 5 -7 7 18 9 -11 -12 -13 15 20 -16 -17 -18 19 -20 -21 -22 22 -24 -25 28 26 29 -29 -30 -31
leaf_value=3.0719917179239528e-05 1.6274861654799117e-05 0.0032015616814337778 0.00094430699518297336 -0.0068950707911543787 0.00856797895668184 -0.0055331492237099961 0.022394305169582369 -0.0016700607825884152 0.036138175469823182 0.0051198414120245984 0.013259885950970489 -0.0040990082728819049 0.030479949808002196 -0.0013277614216126419 0.00059404438317253087 -1.4650782485446538e-05 -0.0012797465376860025 0.021266449683091857 0.014592194056049699 0.0018899487699136923 -0.00031727907284050816 0.013907683267239103 -0.00476961063787989 -0.0030131800091287709 -0.00067343752034860604 -0.012166375833164369 0.0076962445041911355 0.00064356433114687328 -0.0023457476754461058 0.0019724157075412104
leaf_weight=118573 1162070 419 3636 124 34 684 20 592 20 71 37 98 22 2440 643 162 49 22 21 38 26108 49 23 1328 4327 49 242 1259 3484 484
leaf_count=118573 1162070 419 3636 124 34 684 20 592 20 71 37 98 22 2440 643 162 49 22 21 38 26108 49 23 1328 4327 49 242 1259 3484 484
internal_value=1.83957e-06 -9.97903e-05 -0.000432693 -0.00054954 -0.00267096 -0.00486541 -0.000473379 0.00181075 0.00504231 0.0123194 0.0212874 0.00289864 0.0050896 -0.000538815 -0.000616712 0.00390839 0.00875978 0.014759 -0.00109509 0.00899467 -0.0005782 -0.00107598 0.00794133 -0.00112367 -0.000919418 -4.66031e-05 0.00149028 0.000163681 -0.00141935 0.00388036
internal_weight=1.32713e+06 165058 46485 42849 1485 718 41364 1152 539 128 57 411 313 40212 767 293 131 82 613 60 39793 13685 72 13613 12285 4474 2034 1308 7811 726
internal_count=1327128 165058 46485 42849 1485 718 41364 1152 539 128 57 411 313 40212 767 293 131 82 613 60 39793 13685 72 13613 12285 4474 2034 1308 7811 726
cat_boundaries=0 1
cat_threshold=33
is_linear=0
shrinkage=0.05


Tree=445
num_leaves=31
num_cat=0
split_feature=131 60 132 34 107 74 74 38 74 74 82 102 79 81 85 100 56 133 38 88 90 27 132 65 54 58 64 59 23 92
split_gain=1.08933 2.50074 1.69905 1.77929 2.31485 2.21864 2.06172 1.1735 1.09438 1.0914 1.32395 1.03255 2.07701 1.17311 1.20819 1.07008 1.07485 1.67672 0.976928 2.10238 1.39553 1.33988 1.10888 1.00725 1.17826 1.10784 1.00941 1.2108 1.02302 1.03717
threshold=332.50000000000006 0.47534126043319708 1009.7500000000001 15.449999809265138 -0.57756415009498585 0.63832905888557445 0.6185705065727235 14.949999809265138 0.31103006005287176 0.68994542956352245 314.05899047851568 0.88611775636672985 27.894999504089359 335.06278991699224 0.85652437806129467 0.24327655136585238 334.36721801757818 1015.5499877929689 16.650000572204593 -0.28552591800689692 1.0000000180025095e-35 316.50000000000006 1013.9500122070314 1.5649999976158144 1.6549999713897707 182.67262268066409 4.3650000095367441 171.64579010009768 4.9349999427795419 0.69694676995277416
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 2 -2 8 5 -5 -6 -7 -4 -9 -11 13 -13 15 -15 -10 18 -18 20 -20 23 -22 -23 24 -17 -25 28 -28 -27 -30
right_child=1 -3 3 4 6 7 -8 9 11 10 -12 12 -14 14 -16 16 17 -19 19 -21 21 22 -24 25 -26 26 27 -29 29 -31
leaf_value=-2.5130299177230988e-06 -0.0082218401366844773 5.9089308009899822e-05 -0.010190950218882215 -0.0081328658878596291 0.0028474080926654015 -0.0067062515257434417 0.025028537772595883 0.014685568360059902 0.00065346923466669065 0.0065775108655957001 -0.0081072797626256937 -0.0037457062095334684 0.016950654229995879 -0.00014945551229175182 -0.012640763275629406 -0.0075106115277048958 -0.0045622231904417282 0.015440938706425104 0.011506966349521751 -0.0065492527393092 -0.015485883362003065 0.0040616027243366394 -0.0093428637056301046 0.0055619564345654321 0.00075597274955756721 -0.010004887535857659 -0.010201586578041315 -0.0022860808156916477 0.0012712790135857325 -0.0074527622200548649
leaf_weight=1316800 95 6210 38 54 22 22 20 27 444 66 20 27 22 32 49 160 20 22 38 28 38 27 36 51 59 24 50 1431 430 37
leaf_count=1316800 95 6210 38 54 22 22 20 27 444 66 20 27 22 32 49 160 20 22 38 28 38 27 36 51 59 24 50 1431 430 37
internal_value=-6.38174e-06 -0.000537096 -0.00162954 -0.00143942 0.00279213 0.000432636 0.0134099 0.00385884 -0.00175855 0.00591576 0.00316244 -0.00165262 0.00554654 -0.00177116 -0.00770593 -0.0016051 -0.00201425 0.00591562 -0.0021525 0.00384675 -0.00232149 -0.00807073 -0.00359809 -0.0020625 -0.00528354 -0.0017138 -0.00190197 -0.00255332 6.26894e-05 0.000580081
internal_weight=1.3264e+06 9599 3389 3294 231 189 42 135 3063 113 86 3025 49 2976 81 2895 2451 42 2409 66 2343 101 63 2242 219 2023 1972 1481 491 467
internal_count=1326399 9599 3389 3294 231 189 42 135 3063 113 86 3025 49 2976 81 2895 2451 42 2409 66 2343 101 63 2242 219 2023 1972 1481 491 467
is_linear=0
shrinkage=0.05


Tree=446
num_leaves=31
num_cat=0
split_feature=131 60 35 11 61 99 130 20 56 59 62 91 25 98 63 69 89 52 5 72 61 103 115 79 52 106 93 65 70 33
split_gain=0.983125 2.265 1.72278 2.72753 2.00937 1.7682 1.66038 1.32322 1.29236 2.19298 1.33197 1.66588 2.23437 1.60333 1.97064 1.52758 1.15876 1.14779 1.04782 0.990308 0.967042 0.964754 0.962236 0.958933 0.923242 1.62038 1.327 1.44477 1.01923 1.18542
threshold=332.50000000000006 0.44393827021121984 15.34999990463257 10.449999809265138 0.40274648368358618 -0.93701899051666249 331.50000000000006 7.2750000953674325 325.39514160156256 259.74768066406256 0.30081574618816381 -0.94199660420417775 330.50000000000006 -0.48565725982189173 0.36956223845481878 240.28621673583987 -0.93037211894989003 1.9249999523162844 7.3500001430511483 0.48326505720615393 0.35423286259174352 0.48210942745208746 -0.5663846731185912 18.494999885559086 1.8149999976158144 -0.67439517378807057 -0.90254914760589589 3.3950001001358037 311.10173034667974 13.949999809265138
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 2 7 5 -5 18 -7 8 10 -10 11 12 16 15 -15 -12 -2 19 -4 -13 24 -21 -19 -9 28 -26 -27 -28 -17 -30
right_child=1 -3 3 4 -6 6 -8 23 9 -11 13 17 -14 14 -16 20 -18 22 -20 21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-2.3873781602628485e-06 0.0044318013693555262 -7.8941034673654612e-06 0.00018294999659385373 0.019196048428097537 -0.00026543993458506609 0.0034300434244115179 -0.0094978721812367453 0.0076984433812420754 0.013421694115802114 -0.002326815316143135 0.008838010376559631 -0.014141892894141138 0.014213340081598448 0.015817448574983115 -0.001978918484260898 -0.007710171401236407 -0.0073846450201788191 -0.005976363537289823 0.015630705641316519 -8.2664389344977177e-05 -0.0015426615919050257 -0.0089573131423936157 0.0037751874719292693 -0.0019921111605233615 0.0034077248431514115 -0.013118325461012624 0.0065059500975933457 -0.0048681883788431416 -0.0050767356972822829 0.005577675077883113
leaf_weight=1316800 32 6723 23 36 21 41 63 59 35 60 31 62 23 28 35 222 59 72 21 41 1269 121 39 45 98 36 35 138 95 36
leaf_count=1316800 32 6723 23 36 21 41 63 59 35 60 31 62 23 28 35 222 59 72 21 41 1269 121 39 45 98 36 35 138 95 36
internal_value=-6.06266e-06 -0.000510241 -0.00168454 0.00273269 0.012026 -0.000846497 -0.00440129 -0.00202356 -0.00224756 0.00347527 -0.00246749 -0.00493108 0.00028974 -0.00192071 0.00593058 -0.00217307 -0.00322941 -0.00670772 0.00755574 -0.00876795 -0.00235002 -0.00671126 -0.00255014 0.00350541 -0.00390236 -0.00189708 -0.0043845 -0.00256706 -0.00564632 -0.00214881
internal_weight=1.3264e+06 9599 2876 205 57 148 104 2671 2567 95 2472 449 114 2023 63 1960 91 335 44 224 1929 162 111 104 660 307 209 173 353 131
internal_count=1326399 9599 2876 205 57 148 104 2671 2567 95 2472 449 114 2023 63 1960 91 335 44 224 1929 162 111 104 660 307 209 173 353 131
is_linear=0
shrinkage=0.05


Tree=447
num_leaves=31
num_cat=0
split_feature=65 12 79 81 25 91 65 66 20 127 74 98 54 8 88 86 121 79 61 22 55 9 118 20 12 92 65 78 92 21
split_gain=0.737627 2.96592 1.70142 2.18439 2.29426 3.15508 2.33286 2.0043 1.81686 1.64411 1.4906 1.65207 3.67099 2.84986 4.96989 4.14979 2.33643 2.72365 2.12697 1.95803 2.56851 1.84311 3.44735 2.32256 2.30657 2.27328 2.0887 2.0128 2.10754 2.72926
threshold=26.82499980926514 1.9249999523162844 5.8250000476837167 231.56848907470706 310.50000000000006 -0.93910947442054737 29.005000114440922 35.164999008178718 8.9650001525878924 -0.88697704672813404 0.7831428349018098 -0.43862064182758326 2.7949999570846562 5.5499999523162851 -0.9972316026687621 0.81856951117515575 -0.25037047266960138 12.494999885559084 0.25054396688938146 7.0250000953674325 0.30500000715255743 6.1499998569488534 0.98897820711135875 6.6949999332427987 2.9250000715255742 0.65567302703857433 23.045000076293949 14.965000152587892 -0.12595792859792707 6.5750000476837167
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=10 2 9 -4 8 6 -6 -7 -5 -2 -1 -12 13 18 -15 16 -16 -18 -13 20 -20 22 23 -17 27 -26 -27 -23 29 -29
right_child=1 -3 3 4 5 7 -8 -9 -10 -11 11 12 -14 14 15 21 17 -19 19 -21 -22 24 -24 -25 25 26 -28 28 -30 -31
leaf_value=5.9800144596767119e-06 0.012729104531463238 9.4013221188150148e-05 0.019625485864129256 0.001075437157060546 0.0078841146687045702 0.0021428367320826293 0.031478724679486321 0.015746145290048683 0.016469662319868805 -0.0023132618535498177 -0.00012966632040989782 -0.010026345482816227 -0.0033293838747999642 0.02025903011672199 0.0003744988197771212 -0.0068801539965594807 0.007328588982768865 0.032208506051789633 -0.0099912445759400732 -0.0053445412872768034 0.0027905840909375843 0.0064228086969942769 0.019367911557533913 0.010740304249338806 -0.0022600005184520138 0.010686259935124932 -0.0044796747255272098 0.005633868624632392 -0.0037239047028097662 -0.0071264938290776878
leaf_weight=1036962 20 109725 22 460 20 133 22 34 20 198 175534 86 1297 34 24 45 22 22 46 205 270 73 35 32 90 120 28 151 611 58
leaf_count=1036962 20 109725 22 460 20 133 22 34 20 198 175534 86 1297 34 24 45 22 22 46 205 270 73 35 32 90 120 28 151 611 58
internal_value=-5.75952e-06 0.000117832 0.0029311 0.00411594 0.00362072 0.00799321 0.0202432 0.00491237 0.00171686 -0.000933228 -1.70085e-05 -0.000150345 -0.00126753 0.000102455 0.00138589 0.000896431 0.0129236 0.0197685 -0.00274141 -0.00153891 0.000929938 0.000238469 0.00635678 0.000442634 -0.000367412 0.00400639 0.00781703 -0.00153311 -0.00224138 0.00209272
internal_weight=1.3264e+06 110654 929 711 689 209 42 167 480 218 1.21574e+06 178783 3249 1952 1345 1311 68 44 607 521 316 1243 112 77 1131 238 148 893 820 209
internal_count=1326399 110654 929 711 689 209 42 167 480 218 1215745 178783 3249 1952 1345 1311 68 44 607 521 316 1243 112 77 1131 238 148 893 820 209
is_linear=0
shrinkage=0.05


end of trees

feature_importances:
station_id=597
ground_energy_lag_1=458
ground_quality_lag_1=256
ground_dir_sin_lag_1=231
ground_dir_lag_1=206
pres_lag_12=205
ground_dir_sin_lag_3=202
mid_quality_lag_12=199
ground_quality_lag_3=192
wind_energy_lag_12=189
ground_dir_sin_lag_12=188
ground_dir_cos_lag_1=187
ground_energy_lag_3=180
wvht_lag_1=179
pres_lag_1=175
ground_dir_lag_3=175
ground_dir_lag_6=157
ground_dir_sin_lag_6=157
dpd_lag_1=148
apd_lag_12=148
ground_energy_lag_12=145
ground_quality_lag_12=144
atmp_lag_12=142
pres_lag_3=141
ground_dir_cos_lag_3=137
mwd_sin_lag_1=136
mid_energy_lag_3=134
wvht_lag_12=132
ground_dir_lag_12=132
ground_quality_lag_6=130
ground_dir_cos_lag_6=130
apd_lag_6=128
wtmp_lag_6=127
wtmp_lag_12=127
wtmp_lag_1=123
wind_quality_lag_12=123
pres_lag_6=122
mid_energy_lag_12=120
ground_energy_lag_6=118
mid_energy_lag_6=115
wind_quality_lag_6=114
apd_lag_1=113
wind_quality_lag_3=113
mid_quality_lag_1=112
ground_dir_cos_lag_12=111
mid_dir_sin_lag_12=111
wdir_sin_lag_12=102
wind_quality_lag_1=101
wind_energy_lag_1=100
mid_quality_lag_3=99
wind_dir_lag_12=98
wspd_lag_1=97
mid_quality_lag_6=96
wind_dir_cos_lag_12=96
mid_energy_lag_1=94
atmp_lag_6=93
gst_lag_1=92
atmp_lag_1=92
wind_dir_lag_1=92
mid_dir_lag_1=90
mid_dir_sin_lag_3=90
dpd_lag_12=89
mwd_lag_1=88
wdir_lag_3=87
wtmp_lag_3=86
wdir_sin_lag_3=86
wind_dir_lag_6=85
mid_dir_sin_lag_6=85
atmp_lag_3=84
mid_dir_lag_12=84
wind_dir_cos_lag_6=84
mwd_sin_lag_12=84
dpd_lag_6=83
mid_dir_sin_lag_1=82
mwd_cos_lag_1=82
dpd_lag_3=81
wind_energy_lag_6=80
mid_dir_lag_3=79
mid_dir_cos_lag_3=79
wspd_lag_3=78
mwd_lag_6=78
wind_dir_lag_3=78
mwd_sin_lag_3=77
wdir_lag_12=76
wind_dir_cos_lag_1=76
wvht_lag_3=75
wdir_sin_lag_6=75
wdir_lag_6=74
wind_energy_lag_3=74
wind_dir_sin_lag_1=73
wdir_lag_1=70
apd_lag_3=70
wvht_lag_6=69
wdir_sin_lag_1=69
wdir_cos_lag_3=69
mid_dir_cos_lag_12=68
wdir_cos_lag_6=68
wind_dir_sin_lag_6=67
wind_dir_sin_lag_3=66
mwd_lag_12=64
wdir_cos_lag_1=64
wspd_lag_12=63
mid_dir_cos_lag_1=63
wind_dir_sin_lag_12=63
mid_dir_lag_6=62
wind_dir_cos_lag_3=62
mid_dir_cos_lag_6=61
mwd_lag_3=58
mwd_sin_lag_6=58
dewp_lag_3=56
gst_lag_3=54
dewp_lag_1=52
mwd_cos_lag_12=52
wdir_cos_lag_12=52
dewp_lag_12=50
wspd_lag_6=48
gst_lag_12=47
mwd_cos_lag_3=46
mwd_cos_lag_6=44
gst_lag_6=43
bar_lag_12=33
bar_lag_1=30
dewp_lag_6=26
bar_lag_6=21
wd_lag_3=17
bar_lag_3=17
wd_lag_1=15
wd_lag_12=13
wd_lag_6=7

parameters:
[boosting: gbdt]
[objective: regression]
[metric: l1]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 2000]
[learning_rate: 0.05]
[num_leaves: 31]
[num_threads: 8]
[seed: 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: 0.8]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 5]
[bagging_seed: 3]
[bagging_by_query: 0]
[feature_fraction: 0.9]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[early_stopping_min_delta: 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]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 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: 136]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[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: ]
[lambdarank_position_bias_regularization: 0]
[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:[["46011", "46012", "46013", "46014", "46022", "46025", "46026", "46027", "46028", "46042", "46047", "46053", "46054", "46069", "46086"]]