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] [0:22] [0:21] [0:21.600000381469727] [0:21.700000762939453] [0:29.299999237060547] [0:28.600000381469727] [0:28] [0:28.600000381469727] [0:10.109999656677246] [0:10.609999656677246] [0:10.609999656677246] [0:10.479999542236328] [0:23.530000686645508] [0:23.530000686645508] [0:23.530000686645508] [0:23.530000686645508] [0:18.389999389648438] [0:17.819999694824219] [0:17.790000915527344] [0:17.659999847412109] [0:498] [0:464] [0:468] [0:456] [0:1039.9000244140625] [0:1038.9000244140625] [0:1038.0999755859375] [0:1037.9000244140625] [0:25.799999237060547] [-0.30000001192092896:25.200000762939453] [0:26.899999618530273] [0:28.100000381469727] [0:24.799999237060547] [0:24.799999237060547] [0:24.399999618530273] [0:24.299999237060547] [-7.9000000953674316:23.299999237060547] [-9.6000003814697266:23.299999237060547] [-8.6999998092651367:22.700000762939453] [-5.8000001907348633:22.600000381469727] none none none none none none none none [0:1113.97998046875] [0:1171.949951171875] [0:981.15997314453125] [0:968.280029296875] [0:359.96624755859375] [0:359.95010375976562] [0:359.99530029296875] [0:359.98056030273438] [0:0.96730417013168335] [0:0.9674067497253418] [0:0.97054922580718994] [0:0.96870046854019165] [0:272.57998657226562] [0:346.17999267578125] [0:315.80999755859375] [0:339.26998901367188] [0:359.95321655273438] [0:359.88543701171875] [0:359.95321655273438] [0:359.90133666992188] [0:0.97000002861022949] [0:0.97000002861022949] [0:0.96911698579788208] [0:0.96718817949295044] [0:117.05000305175781] [0:115.08999633789062] [0:116.98999786376953] [0:109.48000335693359] [0:359.96905517578125] [0:359.99072265625] [0:359.93356323242188] [0:359.87631225585938] [0:67.684310913085938] [0:483.16732788085938] [0:483.16732788085938] [0:0.95417720079421997] [-1:0.99999934434890747] [-1:1] [-1:0.99999982118606567] [-1:0.99999994039535522] [-1:1] [-1:1] [-1:1] [-1:1] [-1:0.99985051155090332] [-1:0.99998438358306885] [-1:0.99999934434890747] [-1:0.99999958276748657] [-1:1] [-1:1] [-1:1] [-1:1] [-1:0.99999421834945679] [-1:0.99999016523361206] [-1:0.99999880790710449] [-1:0.99999898672103882] [-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] [0:1031.4000244140625] [0:1032.199951171875] [0:1032.199951171875] [0:1031.4000244140625] -1:0:5:6:7:11:9:8:10:4:3:2:1:12
tree_sizes=2999 3122 3132 3131 3122 3132 3117 3133 3122 3135 3111 3157 3158 3126 3121 3105 3128 3129 3122 3145 3134 3160 3136 3153 3113 3188 3144 3155 3137 3149 3194 3151 3134 3150 3154 3165 3174 3181 3180 3147 3193 3182 3185 3159 3176 3150 3171 3150 3168 3150 3153 3153 3178 3170 3159 3149 3154 3167 3201 3169 3179 3167 3170 3196 3155 3164 3137 3159 3163 3189 3152 3191 3159 3176 3159 3155 3182 3204 3140 3177 3189 3197 3162 3148 3200 3175 3178 3170 3162 3174 3161 3177 3194 3191 3190 3173 3161 3158 3166 3163 3193 3145 3181 3205 3143 3193 3199 3159 3211 3198 3185 3179 3188 3165 3168 3188 3184 3153 3180 3181 3126 3178 3125 3146 3181 3139 3139 3161 3117 3171 3149 3183 3152 3209 3145 3159 3188 3222 3123 3169 3194 3115 3175 3148 3158 3143 3088 3171 3169 3164 3148 3139 3176 3123 3138 3145 3100 3180 3118 3181 3104 3092 3136 3080 3139 3159 3130 3133 3134 3094 3048 3037 3115 3134 3055 3123 3062 3140 3115 3135 3148 3112 3155 3139 3115 3124 3140 3113 3022 3107 3026 3131 3068 3060 3192 3158 3113 3141 3069 3126 3119 3055 3033 3132 3119 2956 3041 2970 3058 3004 3086 3074 3160 3189 3082 3130 3084 3042 3118 3179 3000 3115 3083 2998 3164 3179 3040 2988 3081 3140 3076 2947 3001 2915 3002 3122 2998 3132 3057 3156 2996 3007 3097 3016 3019 3067 3013 3131 3056 3119 3131 2955 3128 2957 3038 2972 3152 2998 2999 2995 3126 3033 2955 2980 3103 3119 2979 3006 3061 2917 3070 3083 2993 3054 2943 3070 3087 2952 3131 3127 3116 3065 2957 2928 3135 3026 2994 2976 2953 3087 3111 3098 3114 3117 2973 3052 2984 3052 3025 2976 3131 3169 3098 3114 3130 2999 2989 2989 3016 2936 3069 2966 3099 3012 3017 3064 3094 3094 3055 3090 3084 3066 3058 3035 3113 2969 2960 2921 3031 2956 3010 3125 3146 3108 2948 3105 3022 3066 3067 3073 3018 3055 3067 3058 3065 3010 3006 2981 3160 2976 2992 3002 2960 2934 2985 2944 2964 2956 2989 3083 2934 2868 3119 2993 2997 2982 2933 2939 2972 2967 2990 2902 3043 3121 2900 2932 2941 2959 3025 3055 3087 3019 2962 3017 2948 2891 2967 2905 3096 2994 3114 3097 3039 3078 2979 2931 3057 2959 2953 3063 3030 3031 2866 3060 2899 2963 3068 2902 3105 2876 3010 3072 2956 3124 2908 2950 3010 3121 2981 3122 3147 3063 3023 3059 3062 3005 2968 3048 2956 2993 3050 3061 3068 2986 3080 2929 3106 3089 2996 2873 3081 2985 3080 2963 2883 2895 3067 2902 3057 3070 3004 2999 3048 2882 2861 3006 3135 3073 3066 3039 3033 2955 2908 2962 3090 3057 3029 3062 2918 2881 2951 2965 2985 2949 2956 3070 2935 3061 2953 2951 2913 3124 2934 3106 3120 2872 2890 3052 2890 3064 3019 2947 2939 2936 2937 2925 2957 3157 2939 2992 3003 2946 3056 2970 3145 2953 2979 2967 3076 2942 3021 2862 3056 2873 2878 3069 3155 3061 3010 3110 3134 3143 3055 2986 3153 2882 2906 2856 2911 2915 3040 3015 3143 3005 2981 2982 3094 3094 3043 3053 2907 2982 2949 2975 2921 2995 3018 3073 3004 2949 3110 2894 3088 2913 2963 2953 2946 2876 3011 2945 2977 2986 2982 3121 2998 2949 3086 3042 3128 2951 3038 3052 3064 2983 3060 3061 2945 3038 2920 3086 3143 2864 2952 2878 3128 2916 2985 3043 2897 2886 3048 3068 2943 3096 2965 3048 3013 2981 3076 2881 3001 2970 2991 2902 3043 2993 3049 2916 2921 2970 2921 3006 2990 2971

Tree=0
num_leaves=31
num_cat=6
split_feature=108 92 71 93 93 56 92 52 93 82 95 60 93 92 31 31 136 31 136 136 56 31 136 136 136 31 81 69 31 31
split_gain=382986 58162.1 9584.3 6984.77 6328.95 2284.01 1316 1154.4 1062.29 929.293 884.31 673.744 520.885 406.591 396.226 393.909 389.728 387.064 382.18 375.163 361.556 339.637 333.311 313.288 313.087 267.035 241.014 237.554 232.399 223.412
threshold=0.99999994039535534 -0.26110549271106714 1.0000000180025095e-35 0.13646021485328677 -0.67404952645301808 290.14579772949224 -0.83127272129058827 13.375000000000002 -0.43144863843917841 1.0000000180025095e-35 -0.5135674476623534 0.43373903632164007 -0.088926088064908967 0.095885969698429122 1018.7500000000001 1018.8500061035157 0 1017.4500122070314 1 2 304.00035095214849 1017.1499938964845 3 4 5 1018.6499938964845 283.25263977050787 1.0000000180025095e-35 1017.7500000000001 1016.9500122070314
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 1 2 2 1 1 1 2 2 2 2 2
left_child=1 4 9 8 6 13 11 14 22 27 23 19 -4 -5 -7 16 -12 24 -10 -1 -9 26 -3 -6 -8 -13 -20 -2 -25 -15
right_child=2 3 12 5 10 7 17 20 18 -11 15 25 -14 29 -16 -17 -18 -19 21 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.39180755357738623 0.46044699986751569 0.40658895527011518 0.40021564492380579 0.41222364339750545 0.39775719408025745 0.41824606760436234 0.39305245570527791 0.42730713100605749 0.40073650462849542 0.42062189751300416 0.40378393071064733 0.37402120994467336 0.42237901808219303 0.41619254762935354 0.42666522183698302 0.40825756860579715 0.39497870361835152 0.39630530977369488 0.41302568986901955 0.38050937365194004 0.43356803496191321 0.41563617138783548 0.39695437307727433 0.38694855147394958 0.38327127395683763 0.38760143927184859 0.40626549287061553 0.42251397576978389 0.39816558680078401 0.42159038944820165
leaf_weight=9908 636254 17638 4041 30595 15671 39301 11653 52001 7739 1470 22726 56431 7707 36359 21686 13923 29556 10888 26357 34930 41431 42872 19111 26147 33162 3868 26381 413 5608 40546
leaf_count=9908 636254 17638 4041 30595 15671 39301 11653 52001 7739 1470 22726 56431 7707 36359 21686 13923 29556 10888 26357 34930 41431 42872 19111 26147 33162 3868 26381 413 5608 40546
internal_value=0.432095 0.405761 0.459507 0.417875 0.388018 0.422695 0.381636 0.426591 0.408863 0.460331 0.397051 0.378344 0.414755 0.417099 0.42124 0.400784 0.398794 0.387849 0.41146 0.382985 0.430083 0.412333 0.401562 0.391839 0.385795 0.374892 0.409644 0.460422 0.388943 0.419038
internal_weight=1.32637e+06 676488 649885 402017 274471 261919 160840 154419 140098 638137 113631 105137 11748 107500 60987 66205 52282 55703 103349 44838 93432 95610 36749 47426 44815 60299 52738 636667 31755 76905
internal_count=1326373 676488 649885 402017 274471 261919 160840 154419 140098 638137 113631 105137 11748 107500 60987 66205 52282 55703 103349 44838 93432 95610 36749 47426 44815 60299 52738 636667 31755 76905
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2448 32 2448 3472 2448 2448
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=6
split_feature=108 92 71 93 93 52 95 93 92 82 94 31 92 93 92 136 31 136 60 136 136 136 92 31 31 31 69 136 31 30
split_gain=345648 52492.8 8649.83 6310.46 5711.97 1869.79 1235.54 1119.7 943.994 838.687 826.427 694.5 595.313 470.099 404.974 368.258 358.9 350.939 344.85 341.039 311.536 309.755 285.052 245.319 238.286 230.329 214.393 190.457 183.899 165.03
threshold=0.99999994039535534 -0.26110549271106714 1.0000000180025095e-35 0.17103625833988192 -0.67404952645301808 15.324999809265138 -0.67391574382781971 -0.25795076787471766 0.45463861525058752 1.0000000180025095e-35 -0.49120213091373438 1018.6499938964845 -0.83127272129058827 -0.088926088064908967 0.28069745004177099 0 1016.9500122070314 1 0.463046744465828 2 3 4 0.051534870639443404 1018.0499877929689 1016.5499877929689 1017.9500122070314 1.0000000180025095e-35 5 1017.1499938964845 1017.4500122070314
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 1 1 1 2 2 2 2 2 1 2 2
left_child=1 4 9 7 6 11 12 15 -7 26 21 14 18 -4 -5 -3 20 -13 -1 -8 -12 -6 -9 -23 -21 -17 -2 -16 -24 -14
right_child=2 3 13 5 10 8 19 22 -10 -11 16 17 29 -15 27 25 -18 -19 -20 24 -22 23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.049353856421107609 0.0269415177238446 -0.023013068555461268 -0.030278267730370151 -0.020438089161499501 -0.032436932054372807 -0.0086159788049052291 -0.034208900492623935 -0.021593570214889706 9.4033980520890609e-05 -0.010892327575323484 -0.027215725219672582 -0.01470492360587476 -0.046555726341425865 -0.0092230634561461019 -0.022100113615615195 -0.034141758782501752 -0.024280789180427205 -0.0049636676813383518 -0.055831959466236147 -0.046465018728343778 -0.036131228874485929 -0.042751447120917864 -0.018835574348327937 -0.031308315027969651 -0.036703852027769351 -0.023782989007805691 -0.0090948535288406709 -0.012027245959544788 -0.01322949966639307 -0.037100984968941243
leaf_weight=37290 636254 25780 4041 28759 17181 62269 13685 40560 62163 1470 17987 13196 26720 7707 5246 20289 21911 30967 45745 23272 22798 28135 30435 5619 8549 7296 413 46890 28167 5579
leaf_count=37290 636254 25780 4041 28759 17181 62269 13685 40560 62163 1470 17987 13196 26720 7707 5246 20289 21911 30967 45745 23272 22798 28135 30435 5619 8549 7296 413 46890 28167 5579
internal_value=6.85839e-06 -0.0250106 0.0260484 -0.0135021 -0.0418669 -0.00860408 -0.0479296 -0.021514 -0.00426468 0.026831 -0.0332854 -0.0129217 -0.0506823 -0.0164655 -0.0156748 -0.0273537 -0.0294421 -0.00787883 -0.0529227 -0.040953 -0.0322148 -0.0380162 -0.0183713 -0.0408344 -0.0438288 -0.0313906 0.0269181 -0.0130473 -0.016141 -0.0449226
internal_weight=1.32637e+06 676488 649885 402017 274471 249490 160840 152527 124432 638137 113631 125058 115334 11748 80895 53365 62696 44163 83035 45506 40785 50935 99162 33754 31821 27585 636667 52136 58602 32299
internal_count=1326373 676488 649885 402017 274471 249490 160840 152527 124432 638137 113631 125058 115334 11748 80895 53365 62696 44163 83035 45506 40785 50935 99162 33754 31821 27585 636667 52136 58602 32299
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=3472 2272 2448 2448 2448 98
is_linear=0
shrinkage=0.05


Tree=2
num_leaves=31
num_cat=5
split_feature=108 56 71 93 93 52 94 136 57 88 82 88 56 31 31 93 60 136 31 31 82 136 30 52 95 31 136 52 69 136
split_gain=311950 45071.1 7806.47 6848.49 5096.58 1597.52 1424.29 1167.56 986.693 874.666 756.915 598.041 597.742 579.253 506.339 426.561 410.909 388.7 279.555 275.204 274.949 262.955 243.463 212.38 205.892 205.159 205.129 200.757 193.49 190.148
threshold=0.99999994039535534 257.12010192871099 1.0000000180025095e-35 -0.62973535060882557 0.20051744580268863 11.525000095367433 -0.70013391971588124 0 255.48220825195315 -0.90393933653831471 1.0000000180025095e-35 -0.62464541196823109 68.363044738769545 1016.6499938964845 1019.2500000000001 -0.28115765750408167 0.40507040917873388 1 1018.5499877929689 1016.5499877929689 241.77285766601565 2 1018.8500061035157 15.97499990463257 -0.2599851638078689 1019.6499938964845 3 36.715000152587898 1.0000000180025095e-35 4
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 1
left_child=1 3 10 6 8 14 11 12 19 -7 28 -1 -5 20 21 -4 29 -8 23 -3 -9 -6 -18 -10 -14 -19 -16 -11 -2 -13
right_child=2 4 15 7 5 9 17 13 18 27 -12 16 24 -15 26 -17 22 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.040919237775204932 0.025594443809921531 -0.028617638614289689 -0.030457687777621728 -0.0095506531746311196 -0.020653363140205321 -0.0088116341938205608 -0.031105339711482372 -0.024367473717725442 -0.020801966803804604 -0.0031325053058217397 -0.010347711022659745 -0.036797079213999294 -0.029208615128792467 -0.027312020646267473 -0.013656990174074599 -0.0095153079848462573 -0.052425340412312185 -0.04189387465928629 -0.013510154582876686 -0.020727618647760557 -0.038059685677534878 -0.013343830210236291 -0.039639924157523675 -0.014606636285275323 -0.022471178846442202 -0.027329587077945319 -0.004510037377468171 0.0019844242685809997 -0.0086401108217064281 -0.046779446631253559
leaf_weight=25970 636254 28803 3437 6560 16756 60322 16007 4017 44257 41599 1470 6526 21752 24218 8816 8311 62829 30524 39210 17933 42014 47475 3958 20123 23688 2626 20188 35550 413 24767
leaf_count=25970 636254 28803 3437 6560 16756 60322 16007 4017 44257 41599 1470 6526 21752 24218 8816 8311 62829 30524 39210 17933 42014 47475 3958 20123 23688 2626 20188 35550 413 24767
internal_value=6.43844e-06 -0.0237602 0.024746 -0.0384165 -0.0123956 -0.00772773 -0.0448118 -0.0293553 -0.0195593 -0.00430126 0.0254895 -0.0476659 -0.023655 -0.0335668 -0.0127799 -0.0156422 -0.0494524 -0.0376091 -0.0168385 -0.0255902 -0.0368648 -0.015256 -0.0516676 -0.0188655 -0.0256964 -0.0407279 -0.00729659 -0.000774641 0.0255722 -0.0447244
internal_weight=1.32637e+06 676488 649885 295456 381032 230706 173207 122249 150326 137471 638137 124050 52000 70249 93235 11748 98080 49157 103590 46736 46031 64231 66787 64380 45440 33150 29004 77149 636667 31293
internal_count=1326373 676488 649885 295456 381032 230706 173207 122249 150326 137471 638137 124050 52000 70249 93235 11748 98080 49157 103590 46736 46031 64231 66787 64380 45440 33150 29004 77149 636667 31293
cat_boundaries=0 1 2 3 4 5
cat_threshold=2448 2448 614 2272 2448
is_linear=0
shrinkage=0.05


Tree=3
num_leaves=31
num_cat=5
split_feature=108 92 71 93 93 56 95 52 93 82 95 92 93 92 92 136 136 60 31 29 31 31 31 136 30 81 81 136 136 31
split_gain=281536 42935.9 7045.34 5620.19 4141.14 1987.82 1020.85 878.408 750.408 683.116 649.156 455.917 387.325 382.17 323.723 314.637 296.867 285.022 280.211 269.87 252.412 245.646 245.582 224.903 221.576 223.444 214.163 208.551 207.057 180.611
threshold=0.99999994039535534 -0.30901470780372614 1.0000000180025095e-35 0.10040997341275217 -0.67404952645301808 289.79606628417974 -0.67391574382781971 9.0250000953674334 -0.43144863843917841 1.0000000180025095e-35 -0.38361859321594233 -0.83127272129058827 -0.088926088064908967 0.091446910053491606 0.56903570890426647 0 1 0.46533796191215521 1017.0499877929689 1018.0499877929689 1018.8500061035157 1016.7500000000001 1019.8500061035157 2 1019.2500000000001 283.25263977050787 284.25685119628912 3 4 1016.9500122070314
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 1 1 2
left_child=1 4 9 8 6 13 11 22 16 -2 19 17 -4 -5 -9 -10 -3 -1 28 23 26 27 -7 -6 25 -18 -17 -12 -8 -15
right_child=2 3 12 5 10 7 18 14 15 -11 21 -13 -14 29 -16 20 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.04464121236029011 0.0242936229105363 -0.035314620185712929 -0.027397981038351601 -0.017593828577369103 -0.030876467186601298 -0.012588017893990826 -0.032837486829052687 -0.004570929136130132 -0.02798639888863428 -0.0098303260681057852 -0.024662142991369294 -0.040777577209944148 -0.0082861445953130598 -0.013912161266642393 0.00091347558467351269 -0.016398861876563316 -0.01798534264753892 -0.050523802824319036 -0.029839546235384175 -0.02668157575629412 -0.013592271661953786 -0.022056122842790325 -0.0045145867491620346 -0.038640451255859395 -0.014310878316399173 -0.028582847132008756 -0.022345786495222814 -0.032806908555982402 -0.04171055355749545 -0.0091837244617145371
leaf_weight=37787 636667 7859 4041 36269 14537 34917 9761 65076 7908 1470 14540 31445 7707 38294 45873 30513 6503 45248 10497 9183 27768 18781 12899 29647 4665 21154 30047 18348 24239 42730
leaf_count=37787 636667 7859 4041 36269 14537 34917 9761 65076 7908 1470 14540 31445 7707 38294 45873 30513 6503 45248 10497 9183 27768 18781 12899 29647 4665 21154 30047 18348 24239 42730
internal_value=6.05288e-06 -0.0225723 0.0235087 -0.0124945 -0.0383171 -0.00839174 -0.0434071 -0.0047449 -0.0207971 0.024215 -0.0306131 -0.045905 -0.0148601 -0.013328 -0.00230335 -0.0184009 -0.0265362 -0.0478468 -0.0369805 -0.0344808 -0.0175376 -0.0266183 -0.0104101 -0.0361018 -0.0243833 -0.0260911 -0.0193494 -0.0292235 -0.0391851 -0.0114185
internal_weight=1.32637e+06 676488 649885 412475 264013 276058 158977 158765 136417 638137 105036 114480 11748 117293 110949 96236 40181 83035 44497 53367 88328 51669 47816 44184 32322 27657 60560 32888 34000 81024
internal_count=1326373 676488 649885 412475 264013 276058 158977 158765 136417 638137 105036 114480 11748 117293 110949 96236 40181 83035 44497 53367 88328 51669 47816 44184 32322 27657 60560 32888 34000 81024
cat_boundaries=0 1 2 3 4 5
cat_threshold=32 96 2448 2448 2448
is_linear=0
shrinkage=0.05


Tree=4
num_leaves=31
num_cat=6
split_feature=108 92 71 93 93 92 136 52 93 82 95 31 92 31 93 31 82 136 88 136 31 31 136 60 136 111 52 124 136 30
split_gain=254088 38750.6 6358.42 5072.42 3737.15 1804.61 950.631 880.309 677.295 616.512 586.971 555.375 448.046 435.706 352.664 304.995 287.263 285.612 273.564 268.04 261.545 249.409 246.473 239.106 220.414 269.194 212.077 201.961 201.283 199.972
threshold=0.99999994039535534 -0.30901470780372614 1.0000000180025095e-35 0.10040997341275217 -0.67404952645301808 0.30661062896251684 0 23.974999427795414 -0.43144863843917841 1.0000000180025095e-35 -0.5135674476623534 1019.3500061035157 -0.7874242067337035 1018.4500122070314 -0.32857568562030787 1017.0499877929689 282.63932800292974 1 -0.81768393516540516 2 1019.8500061035157 1017.3500061035157 3 0.40715543925762182 4 0.2471515089273453 22.884999275207523 0.095842104405164733 5 1019.2500000000001
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 1 2 1 2 2 2 1 2
left_child=1 4 9 8 6 15 16 13 19 -2 24 12 23 -7 -4 26 -1 -10 -9 -3 22 -19 -12 -8 -6 -26 -5 -18 -15 -21
right_child=2 3 14 5 10 7 11 18 17 -11 20 -13 -14 28 -16 -17 27 21 -20 29 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.02504879138212171 0.023078941344732096 -0.033551133093776019 -0.027945850038446962 -0.018113892459893432 -0.039529432727247432 -0.010442161181425944 -0.042042199917693597 -0.0030797040827033849 -0.02266571844938893 -0.0093388096443108182 -0.023898989181296237 -0.029664545538891626 -0.038567377781855046 -0.010885858570522629 -0.0086901765841758388 -0.010663031644837392 -0.04094891763039836 -0.01836684748782098 0.0032803528256782062 -0.024786499532868336 -0.017980272300492827 -0.012483201533176428 -0.03097954492353483 -0.047501204365327926 -0.022167101132812284 -0.033468239143566468 -0.010449277198021186 -0.031792782299967751 -0.0020731276243767206 -0.013595334372943163
leaf_weight=7693 636667 7859 3311 36424 11269 64157 29829 45217 20924 1470 26926 7168 28897 8082 8437 50580 11475 45496 27005 27657 9031 29816 23615 61240 6508 27687 11998 12675 32595 4665
leaf_count=7693 636667 7859 3311 36424 11269 64157 29829 45217 20924 1470 26926 7168 28897 8082 8437 50580 11475 45496 27005 27657 9031 29816 23615 61240 6508 27687 11998 12675 32595 4665
internal_value=5.65024e-06 -0.0214439 0.0223332 -0.0118699 -0.0364016 -0.00797215 -0.041237 -0.00494922 -0.0197575 0.0230043 -0.029083 -0.0431807 -0.0439919 -0.0078755 -0.0141171 -0.0133784 -0.0334525 -0.017481 -0.000701574 -0.0252098 -0.0258177 -0.0160354 -0.0272182 -0.0457131 -0.0333616 -0.0313082 -0.0162148 -0.0361434 -0.00382729 -0.0231641
internal_weight=1.32637e+06 676488 649885 412475 264013 276058 158977 177056 136417 638137 105036 127134 119966 104834 11748 99002 31843 96236 72222 40181 59572 75312 50541 91069 45464 34195 48422 24150 40677 32322
internal_count=1326373 676488 649885 412475 264013 276058 158977 177056 136417 638137 105036 127134 119966 104834 11748 99002 31843 96236 72222 40181 59572 75312 50541 91069 45464 34195 48422 24150 40677 32322
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2448 96 96 7568 96 2272
is_linear=0
shrinkage=0.05


Tree=5
num_leaves=31
num_cat=5
split_feature=108 92 71 93 93 56 94 93 94 81 53 92 31 94 136 92 31 136 83 92 31 81 31 136 60 92 136 83 92 136
split_gain=229124 35114.6 5733.99 4297.5 3899.28 1128.96 1116.96 810.199 590.418 569.047 498.632 431.895 364.524 335.878 319.835 273.848 270.42 262.566 343.095 261.719 253.185 272.225 230.655 204.578 195.193 184.775 172.97 182.458 165.677 154.584
threshold=0.99999994039535534 -0.21159716695547101 1.0000000180025095e-35 -0.58536955714225758 0.21230693161487582 292.60169982910162 -0.80537307262420643 -0.12887790054082868 -0.30926595628261561 153.49639892578128 23.654999732971195 -0.85578683018684376 1017.8500061035157 -0.21220185607671735 0 -0.58853569626808155 1018.9500122070314 1 279.22448730468756 0.19159822911024096 1016.4500122070314 287.25044250488287 1017.9500122070314 2 0.41918775439262396 0.05629690736532212 3 284.71380615234381 0.64030215144157421 4
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 1 2 2 1
left_child=1 3 9 6 7 19 11 14 15 -2 16 22 17 -4 -3 26 29 -8 -19 -6 21 -16 24 -10 -1 -9 -5 -28 -12 -7
right_child=2 4 13 8 5 10 12 25 23 -11 28 -13 -14 -15 20 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.040746145416732243 0.021925171152253703 -0.02786386172040119 -0.025524284998910043 -0.038900386566751134 -0.013993833884889121 -0.0052836816279749005 -0.04118406718498014 -0.016797945340693298 -0.025735165548883932 -0.0099757047927120594 -0.0017411536507419582 -0.036879362908654213 -0.025742416132225665 -0.0075030084901701868 -0.015643023313246837 -0.02512199560245041 -0.0022178010459676946 -0.023280745074775799 -0.035214782186884896 -0.0086160850275982439 -0.014789545430419821 -0.025251105841906069 -0.035458753311854947 -0.019309659206508553 -0.046522551046785182 -0.012067607145244873 -0.021397275083173798 -0.032298084746677773 0.0041420092970593046 -0.010941780009613824
leaf_weight=21464 636399 13246 3842 7872 35822 21969 14344 30985 21453 1401 41091 32876 12299 7906 11343 22259 27610 7205 36697 61408 20519 21059 7537 30627 45898 61858 4751 19991 16884 26988
leaf_count=21464 636399 13246 3842 7872 35822 21969 14344 30985 21453 1401 41091 32876 12299 7906 11343 22259 27610 7205 36697 61408 20519 21059 7537 30627 45898 61858 4751 19991 16884 26988
internal_value=1.02738e-05 -0.0203655 0.0212175 -0.0337025 -0.0106294 -0.00649244 -0.0384553 -0.0166593 -0.0257784 0.0218551 -0.0035259 -0.0416568 -0.0335641 -0.0133966 -0.020887 -0.0293976 -0.00617459 -0.0352156 -0.0332486 -0.0105974 -0.0191319 -0.0218876 -0.0437539 -0.0219651 -0.044682 -0.0136463 -0.0323156 -0.0301927 -2.78061e-05 -0.00840608
internal_weight=1.3256e+06 676055 649548 285273 390782 231772 178320 159010 106953 637800 134542 107775 70545 11748 66167 54873 76567 58246 43902 97230 52921 32402 74899 52080 67362 92843 32614 24742 57975 48957
internal_count=1325603 676055 649548 285273 390782 231772 178320 159010 106953 637800 134542 107775 70545 11748 66167 54873 76567 58246 43902 97230 52921 32402 74899 52080 67362 92843 32614 24742 57975 48957
cat_boundaries=0 1 2 3 4 5
cat_threshold=96 96 613 96 5392
is_linear=0
shrinkage=0.05


Tree=6
num_leaves=31
num_cat=6
split_feature=108 92 71 93 94 92 93 52 93 94 81 136 92 52 93 31 29 31 136 31 31 136 83 136 52 29 4 136 136 83
split_gain=206786 31732.3 5174.93 4373.2 2986.66 1615.18 928.807 792.79 569.679 546.053 513.565 354.842 349.985 332.732 308.141 288.719 272.909 267.891 241.531 227.268 222.781 221.009 259.582 216.419 195.24 184.655 174.828 162.901 160.75 160.327
threshold=0.99999994039535534 -0.33370478451251978 1.0000000180025095e-35 0.058768915012478835 -0.61353254318237294 0.29204301536083227 -0.8161279261112212 10.144999980926515 -0.28115765750408167 -0.30926595628261561 153.49639892578128 0 0.51857241988182079 3.3149999380111699 -0.14928258210420606 1018.8500061035157 1018.3500061035157 1017.3500061035157 1 1019.2500000000001 1019.2500000000001 2 278.06484985351568 3 13.614999771118166 1019.5499877929689 7.2500000000000009 4 5 274.53994750976568
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 2 1 2 2 2 1 1 2
left_child=1 4 10 9 6 17 11 19 16 23 -2 25 -9 -13 -4 21 18 24 -6 26 27 -8 -23 -3 -5 -1 -7 -11 -19 -15
right_child=2 3 14 5 8 7 15 12 -10 20 -12 13 -14 29 -16 -17 -18 28 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.043486965406590326 0.020828912094779134 -0.019760392977317954 -0.024218252296741821 -0.0171218180886097 -0.025671758050007973 -0.013972636401522721 -0.039039036702548387 -0.0048020585431603306 -0.020997110391409047 -0.020651843946700887 -0.0094769195354524362 -0.031550275827385496 0.00061054935823686297 -0.026864722216414449 -0.0070205332805739684 -0.022638183219464675 -0.02169105111567321 -0.014314426293899228 -0.033208279309151732 -0.0044981259070770441 -0.012104251041924806 -0.022145283315574287 -0.033312011536446487 -0.026972853255402052 -0.010869332141377764 -0.029918799675757925 -0.007824907415000892 -0.015438247402763523 -0.0080260091044109753 -0.04123653050356095
leaf_weight=53055 636399 22552 3898 34335 16760 23483 14075 62205 35337 27890 1401 18206 57448 2093 7850 6826 10424 14159 31631 19402 23674 6123 34686 20008 19620 2632 22785 33460 36545 26641
leaf_count=53055 636399 22552 3898 34335 16760 23483 14075 62205 35337 27890 1401 18206 57448 2093 7850 6826 10424 14159 31631 19402 23674 6123 34686 20008 19620 2632 22785 33460 36545 26641
internal_value=9.69605e-06 -0.0193473 0.0201566 -0.0108244 -0.0331153 -0.00743034 -0.0371834 -0.00462608 -0.0260148 -0.0185387 0.0207623 -0.0400982 -0.00220335 -0.036831 -0.0127268 -0.0323359 -0.0290294 -0.0123959 -0.0306102 -0.00904039 -0.0162244 -0.033542 -0.0316288 -0.023162 -0.0148482 -0.042838 -0.0109451 -0.0178143 -0.00978644 -0.0401897
internal_weight=1.3256e+06 676055 649548 417566 258489 289982 164337 185323 94152 127584 637800 102627 119653 46940 11748 61710 58815 104659 48391 65670 85024 54884 40809 42560 53955 55687 46268 61350 50704 28734
internal_count=1325603 676055 649548 417566 258489 289982 164337 185323 94152 127584 637800 102627 119653 46940 11748 61710 58815 104659 48391 65670 85024 54884 40809 42560 53955 55687 46268 61350 50704 28734
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=612 2448 96 3984 615 2144
is_linear=0
shrinkage=0.05


Tree=7
num_leaves=31
num_cat=5
split_feature=110 92 68 93 93 92 52 136 94 53 94 75 30 92 111 31 92 30 136 31 31 136 136 8 136 82 31 112 52 16
split_gain=186632 28544.2 4628.99 4319.13 2456.02 1473.62 747.967 640.341 574.087 563.682 537.367 520.926 408.379 292.22 284.454 267.547 259.348 246.765 230.277 242.379 223.915 222.58 216.697 214.678 207.305 196.706 177.526 176.357 175.104 171.394
threshold=0.99999994039535534 -0.36131212115287775 1.0000000180025095e-35 0.058768915012478835 -0.7323927879333495 0.24662049859762195 23.425000190734867 0 -0.38705195486545557 1.8949999809265139 -0.46635219454765314 0.25489996373653417 1019.2500000000001 0.50157254934310924 0.093614116311073317 1019.3500061035157 -0.46374891698360438 1017.8500061035157 1 1017.9500122070314 1018.0499877929689 2 3 10.550000190734865 4 287.16165161132818 1015.7500000000001 -0.8338540494441985 0.74500000476837169 14.039999961853029
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 1 1 2 1 2 2 2 2 2
left_child=1 4 11 8 7 20 12 15 21 -9 17 -2 23 -8 -11 27 -4 28 -10 25 -5 -3 -12 29 -14 -20 -16 -1 -6 -7
right_child=2 3 16 5 10 6 13 9 18 14 22 -13 24 -15 26 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.036263212399287467 0.019790172438592071 -0.026951559458606666 -0.023892643154400067 -0.014729012670776673 -0.02276933877238356 -0.01203607093144001 -0.0039790184897577248 -0.02465617466988685 -0.020596340573459489 -0.022084159093960179 -0.027243232120807655 -0.0070273613960185766 -0.00051872568269254805 0.0020244142014607313 -0.038165343032731371 -0.027415030702190393 -0.0074734652613475021 -0.022443256283924712 -0.013237679113153262 -0.010413257647826801 -0.009605484324445572 -0.019527199801353031 -0.020007130664856931 -0.0055227605432646883 -0.0080510257852537993 -0.01957161129056265 -0.031710379130510745 -0.041889271972998743 -0.032079123440391606 -0.0038668100055380922
leaf_weight=19649 636315 18385 3451 50306 5759 49520 41832 16583 19529 3844 15260 1816 26450 39325 34918 4319 7935 10470 23826 24577 37016 23312 33969 26419 13949 25246 15327 47850 41069 7377
leaf_count=19649 636315 18385 3451 50306 5759 49520 41832 16583 19529 3844 15260 1816 26450 39325 34918 4319 7935 10470 23826 24577 37016 23312 33969 26419 13949 25246 15327 47850 41069 7377
internal_value=9.13484e-06 -0.0183796 0.01915 -0.0105345 -0.0318339 -0.00711829 -0.00480011 -0.0361274 -0.0179355 -0.0327162 -0.026091 0.0197139 -0.00724704 -0.00107003 -0.0351934 -0.0394741 -0.01245 -0.0293826 -0.0157533 -0.0144644 -0.0125571 -0.0228119 -0.0222598 -0.00924741 -0.00312161 -0.0164963 -0.0361963 -0.0402515 -0.0309342 -0.0109769
internal_weight=1.3256e+06 676086 649517 427069 249017 292194 204872 142490 134875 70672 106527 638131 123715 81157 54089 71818 11386 57298 93178 73649 87322 41697 49229 83316 40399 49072 50245 67499 46828 56897
internal_count=1325603 676086 649517 427069 249017 292194 204872 142490 134875 70672 106527 638131 123715 81157 54089 71818 11386 57298 93178 73649 87322 41697 49229 83316 40399 49072 50245 67499 46828 56897
cat_boundaries=0 1 2 3 4 5
cat_threshold=612 96 4195 612 5905
is_linear=0
shrinkage=0.05


Tree=8
num_leaves=31
num_cat=6
split_feature=110 92 68 94 94 92 92 52 31 136 57 83 60 52 110 31 92 136 136 30 136 31 92 31 88 136 8 136 110 4
split_gain=168436 25837.2 4177.66 3230.14 2866.54 1162.01 943.572 549.27 520.185 477.303 475.661 470.137 420.797 281.206 250.717 248.09 234.062 233.568 223.655 221.291 211.04 204.562 197.471 192.748 191.175 162.349 161.554 160.462 215.184 145.659
threshold=0.99999994039535534 -0.18975391983985898 1.0000000180025095e-35 -0.61353254318237294 0.076552230864763274 0.36258050799369818 -0.77093198895454396 15.635000228881838 1019.3500061035157 0 251.91343688964847 72.409603118896499 0.41537745296955114 11.525000095367433 -0.39864183962345118 1018.5499877929689 -0.46374891698360438 1 2 1018.0499877929689 3 1018.0499877929689 -0.65649923682212818 1019.2500000000001 -0.79163849353790272 4 12.84999990463257 5 0.10211826115846635 5.9500000476837167
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 1 2 1 2 2 2 2 1 2 1 2 2
left_child=1 3 11 6 10 13 12 15 9 29 18 -2 17 23 -11 26 -4 -1 -3 -14 -12 27 -16 -6 -9 -10 -7 -8 -29 -5
right_child=2 4 16 8 5 7 21 24 25 14 20 -13 19 -15 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.026742084297366905 0.018800683971239327 -0.024781750199196977 -0.022698010984320654 -0.021774015538256107 -0.014523476633209791 -0.010144760835738615 -0.034277172710519825 -0.0022770116363327749 -0.019316164687028944 -0.015269320931504397 -0.022602305651657068 -0.0066690329148234341 -0.03895137428435836 -0.0076482530313263788 -0.030739105161274267 -0.002679485937118847 -0.0070997919790161332 -0.034416666100668833 -0.016961577556142065 -0.029828990934995844 -0.012652932504022375 -0.02037087164195503 -0.024685532093026642 -0.0081936747495577715 0.0028869038622896777 -0.0099856033574290421 -0.0028459234682347845 -0.017616768030025941 -0.028881814168238248 -0.015286822872614986
leaf_weight=15122 636314 15570 3451 24734 38797 37856 10853 53120 9687 4406 5773 1817 65571 60424 26611 27037 7935 31862 22912 7398 74397 8335 27284 17430 27050 9157 9480 5033 26878 13309
leaf_count=15122 636314 15570 3451 24734 38797 37856 10853 53120 9687 4406 5773 1817 65571 60424 26611 27037 7935 31862 22912 7398 74397 8335 27284 17430 27050 9157 9480 5033 26878 13309
internal_value=8.63175e-06 -0.0174607 0.0181925 -0.0288677 -0.00908517 -0.00624922 -0.0332264 -0.00340571 -0.0223952 -0.0238812 -0.0155671 0.0187282 -0.0356502 -0.0100164 -0.0267324 -0.00650054 -0.0118275 -0.0319596 -0.0201365 -0.0380265 -0.0133738 -0.0275366 -0.0276745 -0.0125613 -0.000534665 -0.0147976 -0.00868302 -0.0289333 -0.0270966 -0.0194994
internal_weight=1.3256e+06 676086 649517 286240 389846 271194 171052 154543 115188 96344 118652 638131 119953 116651 58301 74373 11386 46984 38482 72969 80170 51099 53895 56227 80170 18844 47336 42764 31911 38043
internal_count=1325603 676086 649517 286240 389846 271194 171052 154543 115188 96344 118652 638131 119953 116651 58301 74373 11386 46984 38482 72969 80170 51099 53895 56227 80170 18844 47336 42764 31911 38043
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2448 7568 4195 32 228 96
is_linear=0
shrinkage=0.05


Tree=9
num_leaves=31
num_cat=4
split_feature=110 92 93 109 95 92 52 93 93 87 93 30 136 31 92 60 93 93 136 31 81 136 81 83 8 52 30 16 136 52
split_gain=152015 23344.8 4031.89 3781.09 1790.55 1271.97 617.758 580.145 529.43 447.747 426.93 360.368 253.464 252.025 250.319 242.329 229.455 226.464 213.708 204.654 200.381 199.221 193.184 190.735 189.782 184.965 166.903 158.473 154.792 152.52
threshold=0.99999994039535534 -0.43722067773342127 0.058768915012478835 0.99502447247505199 -0.63181710243225087 0.24662049859762195 25.204999923706058 -0.83023664355278004 -0.51386833190917958 0.53584709763526928 -0.28115765750408167 1018.5499877929689 0 1017.9500122070314 -0.049238203093409531 0.48400303721427923 0.47400780022144323 -0.16932969540357587 1 1018.0499877929689 287.67958068847662 2 232.04031372070315 273.36695861816412 10.550000190734865 0.58499997854232799 1016.0499877929689 14.039999961853029 3 1.4450000524520876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 1 2
left_child=1 4 8 17 7 19 11 15 12 -5 13 24 -3 22 -10 -1 -8 -2 -13 -4 -14 -9 -6 -23 27 -24 -22 -7 -16 -25
right_child=3 2 5 9 10 6 16 21 14 -11 -12 18 20 -15 28 -17 -18 -19 -20 -21 26 23 25 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.032782177693749172 -0.020428652032589669 -0.028518105781543086 -0.013427156858418521 0.017861280622870051 -0.016234904033873811 -0.011221833801093605 -0.0036979931829741984 -0.033672317987836368 -0.017459406746341527 -0.0064983239977952625 -0.018470146056958542 -0.0092323948282669373 -0.012609977878269236 -0.019342982383182994 -0.021691618271206834 -0.037940471536964629 0.0017820233589204344 -0.0058455556500559436 -0.0012443997014632041 -0.0086062968591780319 -0.024266108307409072 -0.017180633250809357 -0.019100239350543412 -0.02194971055709162 -0.0049275822904448988 -0.02957291406006626 -0.016194141209631939 -0.0032332038349232629 -0.011713509000579386 -0.029806434946109607
leaf_weight=48935 4333 9225 52493 636388 3468 46861 35422 15020 43480 1892 27029 10753 8791 11387 4215 42580 41459 6904 37756 37916 17325 4550 4707 7953 25465 40430 10159 7156 53888 27663
leaf_count=48935 4333 9225 52493 636388 3468 46861 35422 15020 43480 1892 27029 10753 8791 11387 4215 42580 41459 6904 37756 37916 17325 4550 4707 7953 25465 40430 10159 7156 53888 27663
internal_value=8.12354e-06 -0.0165878 -0.00983436 0.0172829 -0.0293699 -0.00646539 -0.0042854 -0.0327405 -0.0165979 0.0177891 -0.0236877 -0.00641333 -0.0210801 -0.0260385 -0.0145902 -0.0351822 -0.000742829 -0.0114688 -0.00301726 -0.0114054 -0.0191754 -0.0286915 -0.027607 -0.0268139 -0.008486 -0.0284808 -0.0212824 -0.0101635 -0.0124431 -0.028052
internal_weight=1.3256e+06 676086 442364 649517 233722 295281 204872 146701 147083 638280 87021 127991 45500 59992 101583 91515 76881 11237 48509 90409 36275 55186 48605 40166 79482 45137 27484 54017 58103 35616
internal_count=1325603 676086 442364 649517 233722 295281 204872 146701 147083 638280 87021 127991 45500 59992 101583 91515 76881 11237 48509 90409 36275 55186 48605 40166 79482 45137 27484 54017 58103 35616
cat_boundaries=0 1 2 3 4
cat_threshold=96 2272 96 32
is_linear=0
shrinkage=0.05


Tree=10
num_leaves=31
num_cat=7
split_feature=101 92 71 93 93 95 52 93 31 136 30 88 98 136 136 136 53 30 31 94 136 81 81 81 31 136 4 136 92 52
split_gain=137642 21255.8 3457.63 2772.76 2489.88 807.361 714.422 643.684 409.481 397.345 362.557 351.98 350.322 301.586 295.712 291.936 280.028 270.99 261.085 232.603 223.003 251.494 198.671 193.18 184.356 177.197 164.073 141.856 140.102 138.896
threshold=0.99999901652336132 -0.18975391983985898 1.0000000180025095e-35 -0.58536955714225758 0.24343886226415637 -0.65440243482589711 11.734999656677248 -0.51386833190917958 1019.4500122070314 0 1019.2500000000001 -0.8716193139553069 -0.14461421221494672 1 2 3 3.7649999856948857 1017.3500061035157 1019.2500000000001 -0.14714123308658597 4 281.05334472656256 241.97524261474612 289.80741882324224 1015.6499938964845 5 7.5499999523162851 6 -0.67765301465988148 9.0250000953674334
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 1 1 1 2 2 2 2 1 2 2 2 2 1 2 1 2 2
left_child=1 3 12 5 7 10 15 25 9 -5 13 -8 -2 -1 29 -6 -15 23 26 -4 -7 -22 -11 -16 -23 -3 -17 -10 -24 -9
right_child=2 4 19 8 6 20 11 14 27 22 -12 -13 -14 16 17 18 -18 -19 -20 -21 21 24 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.03522235709106343 -0.007184926303295207 -0.02746602634654087 -0.020389528081923763 -0.017032447343951516 -0.018058931569127561 -0.030666495754281372 -0.0046964073341727057 -0.019293928572859657 -0.01665155414691534 -0.013373752188894722 -0.021200799529196641 0.00062636263595939267 0.016966819195019911 -0.026424147342761176 -0.0097006862532553681 -0.011304519249764972 -0.033451466660983718 -0.0073281611429074278 -0.0029609281341679197 -0.0054900539435179373 -0.015024603116603473 -0.027778871701457881 -0.027733969900461404 -0.015143843212759692 -0.020044790911955018 -0.01744090692902368 -0.0060279293117064441 -0.007505676467087938 -0.022382395538328981 -0.012214533123410091
leaf_weight=62003 1505 5428 3977 35787 6654 12607 65292 14439 10034 4162 7165 59237 636432 26994 34964 33629 29855 49211 25618 7674 7985 20791 21912 30537 12242 25459 26218 7444 27678 13320
leaf_count=62003 1505 5428 3977 35787 6654 12607 65292 14439 10034 4162 7165 59237 636432 26994 34964 33629 29855 49211 25618 7674 7985 20791 21912 30537 12242 25459 26218 7444 27678 13320
internal_value=-2.30502e-05 -0.0158051 0.0164169 -0.0261416 -0.00820763 -0.0299371 -0.00463393 -0.0126737 -0.0197705 -0.0211369 -0.0321237 -0.00216443 0.0169098 -0.0327822 -0.0112551 -0.00797227 -0.0301093 -0.010131 -0.00718401 -0.0105759 -0.0247987 -0.0229821 -0.023862 -0.0122383 -0.0249126 -0.0192172 -0.00899293 -0.0127701 -0.0247471 -0.0158912
internal_weight=1.32625e+06 676665 649588 286659 390006 179642 216648 173358 107017 89539 126017 124529 637937 118852 142471 92119 56849 114712 85465 11651 53625 41018 53752 65501 33033 30887 59847 17478 49590 27759
internal_count=1326253 676665 649588 286659 390006 179642 216648 173358 107017 89539 126017 124529 637937 118852 142471 92119 56849 114712 85465 11651 53625 41018 53752 65501 33033 30887 59847 17478 49590 27759
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=2448 612 96 96 96 96 230
is_linear=0
shrinkage=0.05


Tree=11
num_leaves=31
num_cat=0
split_feature=109 92 93 71 95 92 93 52 31 94 100 31 56 31 92 30 52 92 8 12 52 31 53 16 16 8 8 92 98 31
split_gain=124221 19212.6 3350.03 3117.61 1510.49 1089.59 531.003 493.995 449.545 334.02 324.313 292.188 237.208 225.49 224.485 215.271 212.765 210.575 187.084 172.855 159.669 147.466 147.18 137.515 136.757 133.975 130.784 119.232 118.643 114.324
threshold=0.99999997019767772 -0.43722067773342127 0.038477357476949699 1.0000000180025095e-35 -0.5135674476623534 0.31788545846939092 -0.86840498447418202 7.4049999713897714 1019.3500061035157 -0.56846028566360463 0.97383645176887523 1016.5499877929689 272.53567504882818 1016.6499938964845 0.60904276371002208 1016.2500000000001 0.70499998331069957 -0.36131212115287775 9.3499999046325701 2.8149999380111699 0.78499999642372142 1019.8500061035157 2.0149999856948857 14.039999961853029 14.039999961853029 10.750000000000002 12.84999990463257 0.015757585875689987 -0.14461421221494672 1018.6499938964845
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 8 10 6 12 15 21 9 -3 -2 16 -4 20 24 22 -6 -5 -18 27 -8 26 -1 29 -9 -22 -7 -11 -12 -14
right_child=3 2 5 17 11 7 13 14 -10 19 28 -13 23 -15 -16 -17 18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.029216812302984032 -0.0071111137561761274 -0.021167428892206113 -0.012740354630204967 -0.021168269451411415 -0.015524569428555247 -0.010243258590453148 -0.019800225324376128 -0.0045405512875846604 -0.0098633462289110328 -0.01789506678351712 -0.008729835868895558 -0.016059385907710451 -0.011032404507338587 -0.021441766204300591 0.0016085812146997077 -0.027624460438922301 -0.026212657044944979 -0.0059915778991862685 -0.018224883687456263 -0.0093829063113249709 -0.029624753860960702 -0.0028235132221294881 -0.034701755991022397 -0.0046799477383162721 -0.00036906948401162074 -0.021385395692403032 -0.0034564203642832845 -0.013782372696197502 0.016137838790166597 -0.0065236222535147636
leaf_weight=16229 1506 29928 39191 3129 8290 32824 5620 54508 31251 36954 480 23743 36046 18807 37424 21863 30881 8479 9612 11744 43740 13847 49641 22490 30721 5561 9057 33689 635949 23049
leaf_count=16229 1506 29928 39191 3129 8290 32824 5620 54508 31251 36954 480 23743 36046 18807 37424 21863 30881 8479 9612 11744 43740 13847 49641 22490 30721 5561 9057 33689 635949 23049
internal_value=-2.19619e-05 -0.0150139 -0.00888907 0.015597 -0.0266025 -0.00587604 -0.0292949 -0.00339308 -0.0151675 -0.0166434 0.0160642 -0.0206084 -0.00954326 -0.026167 -0.00161949 -0.0319235 -0.0228225 -0.0100825 -0.0243166 -0.015 -0.0277851 -0.00729663 -0.0333504 -0.00800747 -0.00303693 -0.0286954 -0.00877557 -0.0159338 0.0161191 -0.00927383
internal_weight=1.32625e+06 676710 442723 649543 233987 299157 161461 178381 143566 112315 637935 72526 120776 73728 122653 87733 48783 11608 40493 82387 54921 55728 65870 81585 85229 49301 41881 70643 636429 59095
internal_count=1326253 676710 442723 649543 233987 299157 161461 178381 143566 112315 637935 72526 120776 73728 122653 87733 48783 11608 40493 82387 54921 55728 65870 81585 85229 49301 41881 70643 636429 59095
is_linear=0
shrinkage=0.05


Tree=12
num_leaves=31
num_cat=4
split_feature=102 92 68 93 94 93 92 93 136 136 16 109 31 31 16 31 8 136 110 31 92 12 20 4 31 82 28 24 136 82
split_gain=112141 17410.7 2776.05 2525.98 1902.97 777.523 741.504 411.22 408.823 363.193 343.171 314.755 267.744 245.896 225.551 220.963 210.966 208.529 182.986 175.969 173.628 155.976 155.611 148.75 147.72 164.814 139.831 136.267 128.086 127.648
threshold=0.99999982118606578 -0.14741567522287366 1.0000000180025095e-35 -0.56141155958175648 0.081485465168952956 0.40891265869140631 -0.69758498668670643 -0.4870860874652862 0 1 13.344999790191652 0.95171076059341442 1019.8500061035157 1015.5499877929689 14.039999961853029 1018.7500000000001 10.550000190734865 2 -0.39864183962345118 1018.4500122070314 -0.12676960974931714 2.9550000429153447 6.2550001144409189 5.4500000476837167 1016.7500000000001 284.81684875488287 1019.7500000000001 230.50000000000003 3 293.02235412597662
decision_type=2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2
left_child=1 3 11 6 7 14 8 -3 22 29 16 -2 18 23 15 21 19 -9 -11 -7 -4 28 -1 -10 25 -19 -8 -15 -6 -5
right_child=2 4 20 9 5 10 26 17 13 12 -12 -13 -14 27 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.018933591563565222 -0.007047842181803681 -0.018733213565469725 -0.017167384249943723 -0.011853086053362601 -0.0094884483934313743 -0.0083924674888234598 -0.022240072391974428 -0.016030591236029307 -0.033268563189406457 -0.012125554287596114 0.0010822281242174217 0.015310557993724078 -0.012357682681965949 -0.030341417716562659 -0.0040610058295705046 -0.0056713869497722943 -0.00066859999217255774 -0.0085788610142231748 -0.022488822817556903 -0.0025268170352070879 -0.0045785797762049416 -0.005511532375086046 -0.02643649827806567 -0.028234688087146406 -0.0073730833219062446 -0.014882597960288402 -0.012555913846727586 -0.024227001724237352 -0.014546733230486468 -0.016773244645794268
leaf_weight=11531 1578 22120 4595 25001 28206 31585 40150 17562 52456 4686 50676 636604 9372 16012 34590 37006 28239 19629 46807 21483 6781 12437 17247 20376 31571 21980 4109 21146 22832 27886
leaf_count=11531 1578 22120 4595 25001 28206 31585 40150 17562 52456 4686 50676 636604 9372 16012 34590 37006 28239 19629 46807 21483 6781 12437 17247 20376 31571 21980 4109 21146 22832 27886
internal_value=-2.08638e-05 -0.0142655 0.0148189 -0.0233397 -0.00717698 -0.00487651 -0.0269762 -0.0126203 -0.0287736 -0.0174885 -0.00214723 0.0152553 -0.0201277 -0.0301689 -0.0075434 -0.0087422 -0.00416004 -0.0111302 -0.0215457 -0.00601793 -0.00966346 -0.0105325 -0.023422 -0.0318603 -0.00995067 -0.0119088 -0.021341 -0.0268618 -0.011756 -0.0144446
internal_weight=1.32625e+06 676695 649558 296779 379916 267054 183027 112862 138768 113752 131983 638182 60865 109990 135071 100481 81307 90742 51493 53068 11376 63475 28778 72832 73180 41609 44259 37158 51038 52887
internal_count=1326253 676695 649558 296779 379916 267054 183027 112862 138768 113752 131983 638182 60865 109990 135071 100481 81307 90742 51493 53068 11376 63475 28778 72832 73180 41609 44259 37158 51038 52887
cat_boundaries=0 1 2 3 4
cat_threshold=6544 3472 96 7568
is_linear=0
shrinkage=0.05


Tree=13
num_leaves=31
num_cat=7
split_feature=102 92 94 68 95 92 136 93 12 52 31 87 136 111 16 52 136 113 136 136 110 31 136 31 93 31 31 82 81 136
split_gain=101207 15746.4 2734.33 2505.39 1272.16 987.043 496.405 474.044 428.343 417.474 314.178 290.027 257.779 251.973 229.349 218.137 217.47 208.418 200.035 192.411 222.478 183.219 163.347 161.353 157.758 148.824 145.866 164.837 135.508 127.848
threshold=0.99999982118606578 -0.43722067773342127 0.056855307891964919 1.0000000180025095e-35 -0.5135674476623534 0.24662049859762195 0 -0.30454362928867335 2.9550000429153447 2.8149999380111699 1018.5499877929689 0.59975415468215953 1 0.057708380743861205 14.039999961853029 1.3650000095367434 2 -0.85260769724845875 3 4 0.37857607007026678 1016.7500000000001 5 1017.1499938964845 -0.28115765750408167 1019.3500061035157 1016.9500122070314 284.81684875488287 274.21502685546881 6
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 1 2 1 1 2 2 1 2 2 2 2 2 2 1
left_child=1 4 7 11 6 23 17 19 10 -8 14 -2 -6 -11 29 -14 -9 -1 -12 -3 -21 28 -10 -4 -5 -22 27 -18 -17 -7
right_child=3 2 5 24 12 8 9 16 22 13 18 -13 15 -15 -16 21 26 -19 -20 20 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.025237609779398391 0.014549576108470422 -0.022757094543030407 -0.011484785812403302 -0.018159002063900091 -0.022759276065297967 -0.012097589345164684 -0.019420481107447589 -0.016051271464341918 0.0027304759626648354 -0.014287687562999227 -0.0073500488470241362 -0.0054167559988168813 -0.011571982933442452 -0.027706622971098466 -0.001229508510466713 -0.012247778506393817 -0.0088885698152262917 -0.030967579961808697 -0.00043365978115538672 -0.010520491872141137 -0.019614190003544196 -0.012940418955340786 -0.0023786472745574959 -0.007302980288102336 -0.0053190396101712514 -0.0079793023238473575 -0.0075939154030079574 -0.0148226907506333 -0.022838113193467652 -0.0068694795889408748
leaf_weight=22009 636358 12287 47166 3421 24267 15709 32877 20032 32092 3787 13556 1824 15700 45891 14596 3581 22473 56893 45596 14178 23700 9566 30506 45146 7955 3109 31850 24418 19300 46410
leaf_count=22009 636358 12287 47166 3421 24267 15709 32877 20032 32092 3787 13556 1824 15700 45891 14596 3581 22473 56893 45596 14178 23700 9566 30506 45146 7955 3109 31850 24418 19300 46410
internal_value=-1.98356e-05 -0.0135522 -0.00800934 0.0140779 -0.0240475 -0.00516823 -0.0265171 -0.0134427 -0.00318147 -0.0237883 -0.00475816 0.0144925 -0.018541 -0.0266837 -0.00686944 -0.0164068 -0.0113924 -0.0293655 -0.00202002 -0.0172442 -0.0155822 -0.0187513 0.000240694 -0.00943964 -0.00918028 -0.0182649 -0.0102038 -0.0119787 -0.0211807 -0.00819465
internal_weight=1.32625e+06 676695 442824 649558 233871 290777 161457 152047 198465 82555 135867 638182 72414 49678 76715 48147 98773 78902 59152 53274 40987 32447 62598 92312 11376 26809 78741 46891 22881 62119
internal_count=1326253 676695 442824 649558 233871 290777 161457 152047 198465 82555 135867 638182 72414 49678 76715 48147 98773 78902 59152 53274 40987 32447 62598 92312 11376 26809 78741 46891 22881 62119
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=612 612 96 2276 96 1297 614
is_linear=0
shrinkage=0.05


Tree=14
num_leaves=31
num_cat=7
split_feature=109 92 71 92 57 52 52 136 136 136 31 81 83 31 136 136 100 31 31 95 81 4 112 136 134 103 136 56 116 4
split_gain=91362.6 14145.1 2384.46 2184.52 1507.24 713.127 463.419 455.096 426.114 359.669 344.151 386.519 335.152 330.402 287.741 268.066 235.599 225.046 214.209 202.007 195.159 151.246 150.621 147.746 137.825 137.072 136.809 135.17 122.258 121.505
threshold=0.99502447247505199 -0.12676960974931714 1.0000000180025095e-35 -0.67765301465988148 287.01573181152349 1.4049999713897707 30.57499980926514 0 1 2 1016.2500000000001 289.38603210449224 276.87010192871099 1019.7500000000001 3 4 0.97383645176887523 1017.1499938964845 1015.7500000000001 -0.14694403856992719 241.97524261474612 10.34999990463257 -0.82409480214118946 5 1017.2500000000001 -0.56617072224616993 6 310.18623352050787 -0.5663846731185912 6.5499999523162851
decision_type=2 2 2 2 2 2 2 1 1 1 2 2 2 2 1 1 2 2 2 2 2 2 2 1 2 2 1 2 2 2
left_child=1 3 16 5 7 9 14 -3 22 -1 11 -9 -10 15 17 -5 -2 -6 29 -4 -17 24 -7 -15 -13 -22 -12 -8 -20 -14
right_child=2 4 19 13 6 8 27 10 12 -11 26 21 18 23 -16 20 -18 -19 28 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.023364403729776783 -0.0058221039572160758 -0.019661201648621861 -0.014963198601904457 -0.012424529776768665 -0.0055977455433067974 -0.025355569826773578 -0.00086221069072788556 -0.0076443947297677095 -0.013571074421211488 -0.013807632453758868 -0.0041703769072412066 -0.016387026975189064 -0.028002626703935871 -0.013264393433909505 -0.0076109242566143797 -0.011364620694511572 0.013822006687602814 7.740122565052344e-05 -0.025405202128348577 -0.0025054250973134012 -0.026391240604888462 -0.0079236168585582883 -0.030641226276872321 -0.0041538595715638043 -0.003138306940044553 -0.018559681713939215 -0.0082523513993948017 0.0048710221160650543 -0.017717129429700908 -0.02213543819241311
leaf_weight=19454 1530 10566 5162 25691 35451 19088 46911 39774 7582 20221 31682 36063 35501 11108 56061 8817 636451 34438 8243 8804 6150 7558 45860 7472 2076 61050 58704 13166 13876 11743
leaf_count=19454 1530 10566 5162 25691 35451 19088 46911 39774 7582 20221 31682 36063 35501 11108 56061 8817 636451 34438 8243 8804 6150 7558 45860 7472 2076 61050 58704 13166 13876 11743
internal_value=-1.88772e-05 -0.0129227 0.0133275 -0.0209668 -0.00640326 -0.0244289 -0.00321914 -0.00958062 -0.0260859 -0.018503 -0.00897332 -0.0112484 -0.023549 -0.015741 -0.00494269 -0.016861 0.0137749 -0.0028009 -0.024643 -0.00710997 -0.0183563 -0.0143853 -0.0290833 -0.00960994 -0.0156659 -0.0192764 -0.00682292 0.000394239 -0.0205822 -0.0265443
internal_weight=1.32625e+06 674306 651947 301856 372450 181568 186027 186423 141893 39675 175857 85471 76945 120288 125950 101708 637981 69889 69363 13966 76017 45697 64948 18580 38139 67200 90386 60077 22119 47244
internal_count=1326253 674306 651947 301856 372450 181568 186027 186423 141893 39675 175857 85471 76945 120288 125950 101708 637981 69889 69363 13966 76017 45697 64948 18580 38139 67200 90386 60077 22119 47244
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=32 612 612 5393 2320 2276 5393
is_linear=0
shrinkage=0.05


Tree=15
num_leaves=31
num_cat=8
split_feature=82 93 92 92 108 12 29 136 30 136 82 30 136 20 94 136 93 17 108 24 53 136 136 82 136 92 36 136 30 108
split_gain=82220.2 13024.9 2060.06 2045.17 2012.78 548.801 437.324 356.354 353.219 327.543 343.348 306.572 287.05 269.462 263.679 234.687 232.073 197.895 168.386 165.829 159.283 151.504 131.858 131.155 129.707 128.419 122.593 103.293 103.121 101.782
threshold=1.0000000180025095e-35 -0.23445159941911695 -0.65649923682212818 0.11867057532072069 0.90958365797996532 2.6750000715255742 1019.3500061035157 0 1017.0499877929689 1 289.36344909667974 1019.8500061035157 2 6.4749999046325692 -0.21220185607671735 3 0.76868203282356273 14.039999961853029 -0.81643056869506825 219.50000000000003 0.97500002384185802 4 5 290.14141845703131 6 -0.087049528956413255 16.750000000000004 7 1014.1499938964845 0.27335070073604589
decision_type=2 2 2 2 2 2 2 1 2 1 2 2 1 2 2 1 2 2 2 2 2 1 1 2 1 2 2 1 2 2
left_child=4 2 6 14 25 8 7 18 17 26 -11 20 -10 -9 22 -7 -6 21 -2 -20 -12 -5 -3 -24 -16 -1 -4 -8 -22 -15
right_child=1 3 9 5 16 15 27 13 12 10 11 -13 -14 29 24 -17 -18 -19 19 -21 28 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.014549046491741749 -0.012543264197166115 -0.019598712881790978 -0.018279672639658413 -0.016125299153328186 -0.0060420669639050014 0.0014203515001295389 -0.020638285135065756 -0.01782958576023724 -0.0072220528142808039 -0.0094579178228472224 -0.011261139771737573 -0.0054037518449783356 -0.0013774383302237033 -0.018353142679492045 -0.012670927308803166 -0.0033608680082239505 0.013126147997275734 -0.0028506061700932111 -0.029886838897315339 -0.025484748860915309 -0.021206061448944907 -0.0085181889934980125 -0.0087558514473619464 -0.015460350707526983 -0.0086280880678085963 -0.0037225263387305587 -0.026082124495819516 -0.010552860992004968 -0.01636074911970439 -0.026108488150149767
leaf_weight=4706 2050 10621 18320 7474 1583 49511 4194 25177 33752 28761 9014 6005 55655 5075 29932 53273 636515 13955 32951 60994 20049 54193 11157 21070 59874 6553 6942 6668 24279 25429
leaf_count=4706 2050 10621 18320 7474 1583 49511 4194 25177 33752 28761 9014 6005 55655 5075 29932 53273 636515 13955 32951 60994 20049 54193 11157 21070 59874 6553 6942 6668 24279 25429
internal_value=6.42696e-07 -0.0121999 -0.0205591 -0.0064407 0.0127088 -0.00392595 -0.0241674 -0.0248614 -0.0057122 -0.015386 -0.0139399 -0.0161144 -0.0035848 -0.0216543 -0.0115177 -0.00105795 0.0130786 -0.00822741 -0.0267166 -0.0270288 -0.0173201 -0.00944416 -0.014745 -0.0131352 -0.00997792 -0.00824776 -0.0204157 -0.0144757 -0.0185522 -0.0248182
internal_weight=1.32573e+06 676375 275908 400467 649357 267813 162538 151676 165029 113370 88108 59347 89407 55681 132654 102784 638098 75622 95995 93945 53342 61667 42848 32227 89806 11259 25262 10862 44328 30504
internal_count=1325732 676375 275908 400467 649357 267813 162538 151676 165029 113370 88108 59347 89407 55681 132654 102784 638098 75622 95995 93945 53342 61667 42848 32227 89806 11259 25262 10862 44328 30504
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=613 96 2278 1297 98 100 612 98
is_linear=0
shrinkage=0.05


Tree=16
num_leaves=31
num_cat=6
split_feature=110 93 92 92 108 52 31 60 31 31 92 136 136 136 93 80 31 110 81 136 136 116 96 136 95 31 16 8 76 16
split_gain=74202.8 11760.7 1861.51 1847.1 1811.29 486.405 421.844 307.27 301.958 295.56 287.816 245.728 244.226 231.521 212.603 206.807 169.686 163.198 150.795 146.864 128.673 126.147 122.443 120.134 115.838 111.333 107.846 104.27 97.8091 93.1594
threshold=0.99999994039535534 -0.23445159941911695 -0.6343918740749358 0.17019893974065783 0.90031367540359508 8.7349996566772479 1017.4500122070314 0.36706487834453588 1019.0499877929689 1016.3500061035157 0.50157254934310924 0 1 2 0.76868203282356273 255.31411743164065 1015.8500061035157 -0.58659821748733509 241.97524261474612 3 4 -0.62249094247817982 -0.82819256186485279 5 -0.08894858136773108 1020.3500061035157 14.039999961853029 13.550000190734865 28.035000801086429 15.405000209808351
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 2 1 1 2 2 1 2 2 2 2 2 2
left_child=1 2 6 8 24 11 7 20 12 13 29 -5 15 -4 -6 -3 27 -9 -15 -11 -1 -8 -19 -10 -2 -21 28 -13 -12 -7
right_child=4 3 9 5 14 10 21 17 23 19 26 16 -14 18 -16 -17 -18 22 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016395714799273875 -0.014653914553808826 -0.0077161824038239893 -0.012826433459233139 -0.014905857383583056 -0.0057849973375082549 -0.0044311105671091689 -0.021945673937468324 -0.015068012741360805 -0.009261332357649003 -0.014082491799684328 -0.001970411344761171 -0.0091086753985331666 -0.0096217445139315932 -0.0082600718734761724 0.012469706919855722 -0.01589164445422778 -0.0035002841989467282 -0.02434778684713132 -0.01967399622397447 -0.010288735037689643 -0.022404274006582577 -0.014741028778364857 -0.02797212283700326 -0.0038797685373753409 -0.0040572495761325364 -0.001893458279707492 0.0037036284019516261 -0.002057710828062225 0.0035589989139732238 -0.00061613657957712532
leaf_weight=14312 4067 9480 26812 7709 1599 71967 9155 3649 23692 20548 33487 33021 56910 3129 636525 42032 45408 56572 38484 14971 25228 18063 39626 18531 7049 5364 21024 6233 10507 20578
leaf_count=14312 4067 9480 26812 7709 1599 71967 9155 3649 23692 20548 33487 33021 56910 3129 636525 42032 45408 56572 38484 14971 25228 18063 39626 18531 7049 5364 21024 6233 10507 20578
internal_value=5.69705e-07 -0.0115878 -0.0195314 -0.00611645 0.0120754 -0.00348051 -0.0228579 -0.0239697 -0.0104897 -0.014461 -0.00179164 -0.00636133 -0.0118867 -0.0164707 0.012424 -0.0143843 -0.00558088 -0.025447 -0.0188112 -0.0110974 -0.0202392 -0.0171644 -0.0258407 -0.00690256 -0.00793424 -0.00807025 0.000757887 -0.00798908 -0.000649833 -0.00358283
internal_weight=1.32573e+06 676492 275913 400579 649240 249934 166605 139387 150645 109308 157563 92371 108422 68425 638124 51512 84662 99847 41613 40883 39540 27218 96198 42223 11116 20335 65018 39254 43994 92545
internal_count=1325732 676492 275913 400579 649240 249934 166605 139387 150645 109308 157563 92371 108422 68425 638124 51512 84662 99847 41613 40883 39540 27218 96198 42223 11116 20335 65018 39254 43994 92545
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=96 615 2448 226 7568 2276
is_linear=0
shrinkage=0.05


Tree=17
num_leaves=31
num_cat=7
split_feature=108 92 94 94 52 92 56 136 31 30 93 8 136 53 136 82 8 136 94 136 94 111 31 31 136 136 31 111 56 95
split_gain=66999.2 10615.9 1903.58 1823.04 1057.27 508.96 471.189 439.541 320.459 267.641 249.786 242.965 248.227 238.996 177.8 253.097 174.425 164.648 157.827 153.426 143.12 137.416 130.596 116.718 115.715 115.199 101.76 100.678 96.3317 91.914
threshold=0.98328498005867015 -0.087049528956413255 -0.59230479598045338 0.77052181959152233 9.0250000953674334 -0.83127272129058827 294.37272644042974 0 1017.0499877929689 1019.8500061035157 0.75223642587661754 10.650000095367433 1 2.2150000333786015 2 282.63932800292974 13.650000095367433 3 -0.16858211904764173 4 -0.51884993910789479 -0.51841762661933888 1016.2500000000001 1015.7500000000001 5 6 1012.7500000000001 0.032296966761350639 277.87727355957037 0.61841997504234325
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 1 2 1 2 2 1 2 1 2 2 2 2 1 1 2 2 2 2
left_child=1 2 5 18 7 13 28 22 11 16 -5 12 -4 19 -7 -16 20 -10 -2 -1 -9 -14 -3 -17 -15 -8 -23 -26 -6 -12
right_child=3 4 8 10 6 14 25 9 17 -11 29 -13 21 24 15 23 -18 -19 -20 -21 -22 26 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.022509929598677366 -0.013553785196984445 -0.017500768621089489 -0.010146988028241698 -0.0041771186827751928 -0.0072635148129660864 -0.021726725144251932 0.0020153989965735067 -0.01352232988849645 -0.01271273120299401 -0.0025706767827662429 -0.0024858435940226728 -0.0094815549299603116 -0.0095139996104134667 -0.027081562561912565 -0.0090943424967949073 -0.020101315709876777 -0.0023407335497905401 -0.0067164225634745271 -0.0024477509150275939 -0.015577226166383849 -0.0080374155706000507 -0.021126648409331858 -0.010749678137888779 -0.014498926440332691 -0.012141547968313474 -0.0015874071014915917 -0.016713217745603217 -0.023622243991636833 -0.0040031302347796668 0.011856720870201601
leaf_weight=21737 5385 13092 13751 2446 32585 21270 37559 14128 24917 27186 1119 16101 4831 34853 9943 24945 11413 21350 7880 13014 75188 20381 15819 14820 2017 54182 36363 35857 74346 637254
leaf_count=21737 5385 13092 13751 2446 32585 21270 37559 14128 24917 27186 1119 16101 4831 34853 9943 24945 11413 21350 7880 13014 75188 20381 15819 14820 2017 54182 36363 35857 74346 637254
internal_value=5.02538e-07 -0.0110918 -0.0177576 0.0113907 -0.00516385 -0.0211656 -0.00274123 -0.00823289 -0.0133407 -0.00697254 0.0117705 -0.0150566 -0.0162483 -0.0233355 -0.0178798 -0.016226 -0.00816126 -0.00994992 -0.00695631 -0.0199246 -0.00890502 -0.0176064 -0.0138021 -0.0180134 -0.0249654 -0.000112362 -0.0182984 -0.0230048 -0.00499666 0.0118316
internal_weight=1.32573e+06 671648 316150 654084 355498 178456 198672 156826 137694 127915 640819 91427 75326 107478 70978 49708 100729 46267 13265 34751 89316 61575 28911 39765 72727 91741 56744 37874 106931 638373
internal_count=1325732 671648 316150 654084 355498 178456 198672 156826 137694 127915 640819 91427 75326 107478 70978 49708 100729 46267 13265 34751 89316 61575 28911 39765 72727 91741 56744 37874 106931 638373
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=98 2064 4192 736 612 612 1296
is_linear=0
shrinkage=0.05


Tree=18
num_leaves=31
num_cat=7
split_feature=83 93 92 92 109 12 31 31 136 52 31 136 82 29 12 136 17 136 136 82 136 53 8 136 109 93 112 36 4 80
split_gain=60501.5 9722.26 1524.54 1508.07 1441.9 414.194 361.009 298.123 288.994 288.543 265.494 264.184 282.864 232.932 212.34 201.581 198.288 196.119 161.576 156.864 150.754 143.287 124.102 122.167 110.674 109.337 108.226 103.564 98.722 95.1674
threshold=1.0000000180025095e-35 -0.23445159941911695 -0.65649923682212818 0.18334826081991198 0.99502447247505199 2.8549998998641972 1019.0499877929689 1019.0499877929689 0 3.5149999856948857 1017.9500122070314 1 289.36344909667974 1020.1499938964845 2.9150000810623173 2 14.039999961853029 3 4 84.59357070922853 5 1.235000014305115 7.0499999523162851 6 0.050569456070661552 -0.088926088064908967 -0.81408452987670887 16.750000000000004 7.6499998569488534 255.31411743164065
decision_type=2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 1 2 1 1 2 1 2 2 1 2 2 2 2 2 2
left_child=4 2 6 10 25 7 8 16 26 28 14 27 -13 21 15 -3 18 -9 -5 -6 -7 -14 -20 -12 -11 -1 -2 -4 -10 -17
right_child=1 3 11 5 19 20 -8 17 9 24 23 12 13 -15 -16 29 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.012281770796563927 -0.021039994320582137 -0.009549420829985774 -0.015789950607987394 -0.010955112485062339 0.011260111698694016 0.0021095044671095484 -0.012530306168855365 -0.0066468079818403957 -0.017331383108148635 -0.01279592871937002 -0.0087217485931125934 -0.007990988970281011 -0.010208751193962841 -0.0038502976538107598 -0.0051246956790546765 -0.0083814052334368044 -0.0016903934103485758 -0.00020049664432651487 -0.0081071584591820671 -0.0049065637712896633 -0.0022352552183435518 -0.016385028846860026 -0.0035614358207523705 -0.0040270772385273797 -0.023050991232349292 -0.0024531381100736101 -0.025098179607532935 -0.022957914660983542 -0.01048193437554752 -0.015412545209306081
leaf_weight=4820 24824 45948 18314 21621 636092 39412 12217 15648 31239 2836 30532 29912 12199 5176 13760 5599 19987 47887 31072 1504 40443 40790 29054 25489 36384 6852 48580 6952 6326 34263
leaf_count=4820 24824 45948 18314 21621 636092 39412 12217 15648 31239 2836 30532 29912 12199 5176 13760 5599 19987 47887 31072 1504 40443 40790 29054 25489 36384 6852 48580 6952 6326 34263
internal_value=4.33667e-07 -0.010464 -0.0176899 -0.00549153 0.0109032 -0.00304775 -0.0207957 -0.00447643 -0.0214681 -0.0193073 -0.00934155 -0.0132396 -0.0119409 -0.0139742 -0.0108908 -0.0118154 -0.00615463 -0.00178923 -0.00724613 0.011222 -9.09385e-05 -0.0149631 -0.0059096 -0.006588 -0.0223094 -0.00651191 -0.0237225 -0.0177552 -0.0161779 -0.0144213
internal_weight=1.32573e+06 676464 275749 400715 649268 245124 162406 165269 150189 76785 155591 113343 88077 58165 99570 85810 101734 63535 81747 637596 79855 52989 60126 56021 39220 11672 73404 25266 37565 39862
internal_count=1325732 676464 275749 400715 649268 245124 162406 165269 150189 76785 155591 113343 88077 58165 99570 85810 101734 63535 81747 637596 79855 52989 60126 56021 39220 11672 73404 25266 37565 39862
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=612 96 7568 2272 614 1297 2276
is_linear=0
shrinkage=0.05


Tree=19
num_leaves=31
num_cat=5
split_feature=83 94 92 72 92 93 31 136 82 16 31 4 29 16 110 30 8 82 57 8 30 136 136 136 52 4 94 4 136 30
split_gain=54602.8 8809.02 1697.74 1305.28 1260.23 465.332 318.932 268.213 285.451 231.374 228.324 228.117 198.589 190.352 190.166 172.146 158.248 149.52 136.856 135.449 132.362 127.045 120.824 118.946 117.969 108.797 103.386 102.073 99.2292 98.605
threshold=1.0000000180025095e-35 -0.30926595628261561 0.066208723932504668 1.0000000180025095e-35 -0.67765301465988148 0.45055478811264044 1016.6499938964845 0 287.60340881347662 13.344999790191652 1015.7500000000001 5.3500001430511483 1020.5499877929689 14.039999961853029 -0.074056994169950471 1018.5499877929689 12.550000190734865 252.46265411376956 1.0000000180025095e-35 8.0500001907348651 1018.1499938964845 1 2 3 2.3249999284744267 9.5500001907348651 -0.2367921099066734 10.34999990463257 4 1015.5499877929689
decision_type=2 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 1 2
left_child=3 4 10 18 6 13 11 -6 28 16 14 24 27 15 -3 19 20 -13 -1 -4 -7 -12 -16 -8 -2 -24 -5 29 -9 -10
right_child=1 2 5 26 7 9 23 8 12 -11 21 17 -14 -15 22 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010696300328011332 -0.020194511094006783 -0.0077144826777120583 -0.0092988254750519025 -0.01317971728142785 -0.017693068005115335 -0.0058262376589757314 -0.018345871931589118 -0.012242003315230645 -0.016990962152528401 0.0019699989098412658 -0.011854311449777019 -0.0070423685575482431 -0.0030419561495355642 -0.0021290023829539425 -0.0094930853788048851 -0.0035817429666393135 0.0016565616423339033 -0.019001198055911363 -0.0050380873311557288 -0.005024861047160622 -0.0010060524231456126 -0.0068047624838070836 -0.016484946797142238 -0.012338847339178526 -0.024209703655116349 -0.0089697717783762121 -0.0030262912788695511 -0.0084635977273810163 -0.0051927651557332893 -0.012307408373704542
leaf_weight=636152 28032 17288 43219 3631 23750 34090 20060 6950 29172 44400 16632 2825 4155 42956 12190 45794 17087 34951 1385 32461 24462 50333 30300 14377 52657 5726 8100 6408 17909 18280
leaf_count=636152 28032 17288 43219 3631 23750 34090 20060 6950 29172 44400 16632 2825 4155 42956 12190 45794 17087 34951 1385 32461 24462 50333 30300 14377 52657 5726 8100 6408 17909 18280
internal_value=3.96927e-07 -0.00994081 -0.00543922 0.010358 -0.0171728 -0.00326196 -0.0200823 -0.0130004 -0.011652 -0.00089515 -0.0101147 -0.0213135 -0.0135743 -0.00498981 -0.0122136 -0.00600145 -0.00257699 -0.0181069 0.0106621 -0.00746562 -0.00381245 -0.0080617 -0.0138267 -0.0158469 -0.0228148 -0.0152862 -0.006169 -0.0143868 -0.00717058 -0.0151867
internal_weight=1.32573e+06 676464 416938 649268 259526 284469 152902 106624 82874 120039 132469 118465 58015 164430 65504 121474 75639 37776 637537 75680 58552 66965 48216 34437 80689 36026 11731 53860 24859 47452
internal_count=1325732 676464 416938 649268 259526 284469 152902 106624 82874 120039 132469 118465 58015 164430 65504 121474 75639 37776 637537 75680 58552 66965 48216 34437 80689 36026 11731 53860 24859 47452
cat_boundaries=0 1 2 3 4 5
cat_threshold=96 96 2192 614 132
is_linear=0
shrinkage=0.05


Tree=20
num_leaves=31
num_cat=7
split_feature=71 93 94 101 95 12 28 88 30 136 82 30 52 31 16 136 136 4 136 4 98 136 136 136 67 30 108 83 93 83
split_gain=49372.2 7995.47 1272.2 1146.31 939.232 435.325 354.199 288.427 287.42 243.771 216.814 306.443 187.718 184.201 176.971 172.115 170.962 154.161 145.728 140.416 124.592 114.302 109.936 101.852 100.854 100.717 99.131 94.4734 94.066 93.1623
threshold=1.0000000180025095e-35 -0.32857568562030787 0.1369963884353638 0.97420278191566478 -0.5135674476623534 2.6350001096725468 1019.5499877929689 -0.64525488018989552 1019.3500061035157 0 287.16165161132818 1015.6499938964845 1.7050000429153445 1016.0499877929689 14.039999961853029 1 2 5.3500001430511483 3 5.5499999523162851 -0.079968255013227449 4 5 6 3.4450000524520878 1020.2500000000001 0.69700014591217052 264.89010620117193 -0.14928258210420606 294.47296142578131
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 1 2 1 2 2 1 1 1 2 2 2 2 2 2
left_child=3 4 9 28 6 8 7 -2 14 -3 -11 -12 21 17 18 26 -10 -6 -4 -20 -5 -9 -8 -14 -15 -13 -7 -25 -1 -19
right_child=1 2 5 20 13 15 22 12 16 10 11 25 23 24 -16 -17 -18 29 19 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.011226007883343898 -0.015902651574405065 -0.015180079341573985 -0.010712134752332257 -0.004154362843779783 -0.01636624161706866 -0.00039049773691783205 -0.014393304318530141 -0.011099516908690439 -0.0059663292697773795 -0.0060219960381535063 -0.01314809807865105 -0.0087314985831779702 -0.023343733046396871 -0.012820042652351272 -0.0019600634719615733 -0.0027104045620479624 -4.2623753453063973e-05 -0.0059529988107049877 -0.0082032787441279533 -0.0034221921216456537 0.010163699026378745 -0.018709202700847947 -0.0040799484050870914 -0.0092889081547516527 -0.0069673909460831436 -0.0034838290785010545 0.0039724762500547581 -0.020376667179429857 -0.002052815775301755 -0.012994233054316691
leaf_weight=4590 49506 13684 22719 1523 28099 32270 5546 6711 17652 63795 38289 26186 43340 11463 19133 49493 39254 6893 33711 28206 636173 20017 4881 2014 20569 14049 21824 41673 7145 14750
leaf_count=4590 49506 13684 22719 1523 28099 32270 5546 6711 17652 63795 38289 26186 43340 11463 19133 49493 39254 6893 33711 28206 636173 20017 4881 2014 20569 14049 21824 41673 7145 14750
internal_value=-2.87529e-08 -0.00946149 -0.00522108 0.00984454 -0.0164375 -0.00310743 -0.0185177 -0.0190883 -0.00473687 -0.00880152 -0.00818658 -0.00994619 -0.0204747 -0.012019 -0.00630289 -0.000579988 -0.00188119 -0.0139233 -0.00728464 -0.0060243 0.0101295 -0.0168097 -0.00958322 -0.0216004 -0.00906183 -0.00689915 0.00136947 -0.019861 -0.0056408 -0.0107517
internal_weight=1.32516e+06 675727 420265 649431 255462 264262 173688 163261 160675 156003 142319 78524 113755 81774 103769 103587 56906 49742 84636 61917 637696 26728 10427 87027 32032 40235 54094 43687 11735 21643
internal_count=1325158 675727 420265 649431 255462 264262 173688 163261 160675 156003 142319 78524 113755 81774 103769 103587 56906 49742 84636 61917 637696 26728 10427 87027 32032 40235 54094 43687 11735 21643
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=32 5393 2276 614 7554 226 612
is_linear=0
shrinkage=0.05


Tree=21
num_leaves=31
num_cat=4
split_feature=71 94 56 109 56 52 93 136 31 31 16 136 110 4 136 52 12 30 81 67 76 31 94 134 31 108 80 12 53 136
split_gain=44558.8 7275.77 1213.15 1034.88 952.53 400.913 338.305 314.594 255.69 234.7 162.777 157.664 174.273 153.38 149.237 139.344 133.786 126.405 126.525 125.242 123.76 123.437 119.318 116.96 116.793 111.046 109.894 96.825 85.9869 83.8119
threshold=1.0000000180025095e-35 -0.30926595628261561 281.26016235351568 0.89119812846183788 231.39493560791018 1.1250000000000002 -0.088926088064908967 0 1016.1499938964845 1015.5499877929689 13.344999790191652 1 0.37857607007026678 5.3500001430511483 2 0.10500000044703485 2.6750000715255742 1016.1499938964845 266.48863220214849 2.7250000238418584 31.564999580383304 1020.3500061035157 0.73693400621414196 1015.9500122070314 1016.9500122070314 0.0090438462793827074 245.75818634033206 3.1149998903274541 5.7349998950958261 3
decision_type=2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=3 4 6 -1 5 14 17 -4 10 13 20 -6 -13 -7 -2 -8 -10 18 -3 -11 23 -14 -5 -9 27 -21 -15 -17 -27 -26
right_child=1 2 7 22 11 9 15 8 16 19 -12 12 21 26 -16 24 -18 -19 -20 25 -22 -23 -24 -25 29 28 -28 -29 -30 -31
leaf_value=-0.0055134197047957143 -0.01716885446747134 -0.0080953700662434649 -0.0056507308044023942 -0.004262383652444135 -0.015276594313650841 -0.021643786131876688 -0.0010498021239156792 -0.007907774621629551 -0.0012247520288681452 -0.019014256656454509 -0.00038161688878025121 -0.0067021922870713754 -0.012804848956605103 -0.0069155138088897537 -0.0096242261193402196 -0.0092528570659241201 0.0024729527440543854 -0.0080526232266936049 -0.013949949866031697 -0.0053477932770456052 -0.00018074178131623013 -0.0032024747850342562 0.0096539797255314388 0.0013819371349565839 -0.0023979844362330451 -0.012886683676625172 -0.01818673915299698 -0.0032740753021297721 -0.019027901494049097 -0.0065901742000818208
leaf_weight=11500 10300 13278 55920 1544 19742 64543 12177 30801 61313 20246 23498 23493 41034 2351 18393 44820 40699 32755 30258 3369 8590 3644 636387 3807 19354 16457 26982 7977 8720 31206
leaf_count=11500 10300 13278 55920 1544 19742 64543 12177 30801 61313 20246 23498 23493 41034 2351 18393 44820 40699 32755 30258 3369 8590 3644 636387 3807 19354 16457 26982 7977 8720 31206
internal_value=-6.72947e-08 -0.0089885 -0.00489476 0.00935231 -0.015564 -0.0177347 -0.00781503 -0.00240094 -0.00132335 -0.0188193 -0.00373075 -0.0113328 -0.010187 -0.0202813 -0.0123419 -0.00610874 0.000250495 -0.010399 -0.0121644 -0.0160063 -0.00555255 -0.0120217 0.0096203 -0.00688587 -0.00670476 -0.0138729 -0.0172834 -0.00834953 -0.0150137 -0.00498721
internal_weight=1.32516e+06 675727 416453 649431 259274 171361 191825 224628 168708 142668 66696 87913 68171 93876 28693 115534 102012 76291 43536 48792 43198 44678 637931 34608 103357 28546 29333 52797 25177 50560
internal_count=1325158 675727 416453 649431 259274 171361 191825 224628 168708 142668 66696 87913 68171 93876 28693 115534 102012 76291 43536 48792 43198 44678 637931 34608 103357 28546 29333 52797 25177 50560
cat_boundaries=0 1 2 3 4
cat_threshold=2276 96 100 5395
is_linear=0
shrinkage=0.05


Tree=22
num_leaves=31
num_cat=6
split_feature=71 92 95 109 95 92 136 83 30 30 4 136 52 31 4 136 52 30 24 109 94 52 4 16 24 136 136 52 136 28
split_gain=40214.5 6617.29 1302.91 933.979 547.428 461.652 304.107 265.272 276.741 262.904 213.77 185.334 158.01 157.922 147.182 146.04 131.406 128.227 127.979 110.779 107.685 104.139 103.412 114.739 146.272 103.383 100.764 94.1948 91.8941 84.9615
threshold=1.0000000180025095e-35 -0.49011281132698054 0.10296147316694261 0.89119812846183788 -0.5135674476623534 0.40427999198436743 0 288.93055725097662 1015.8500061035157 1019.5499877929689 4.9500000476837167 1 24.57499980926514 1019.2500000000001 7.7500000000000009 2 27.045000076293949 1017.7500000000001 213.50000000000003 -0.39838527143001551 0.73693400621414196 1.7749999761581423 9.8499999046325701 14.039999961853029 248.50000000000003 3 4 0.46500000357627874 5 1020.6499938964845
decision_type=2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 1 1 2 1 2
left_child=3 4 6 -1 9 12 -3 26 22 10 18 -7 13 25 17 21 -13 27 -2 -17 -5 -12 23 -9 -25 -4 -8 -6 -11 -10
right_child=1 2 5 20 14 11 7 8 29 28 15 16 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0052377487074818504 -0.021693324246828589 -0.014644502245859232 -0.010741894373896612 -0.0040492644770332318 -0.0078307874131380538 0.0015376345093630023 -0.0068932596077729384 -0.014305295717243694 -0.0079440229513886886 -0.013525311504488255 -0.005012695566819993 -0.0038121557867098923 -0.0021549367379222451 -0.0030622843751016591 -0.0072082271469179442 -0.0045106782794460043 0.00045482525280203089 -0.0084409630747800841 -0.017787515416846932 -0.017664228140140677 0.0091712804510373225 -0.013707546220513837 -0.0073504974685368527 -0.018242669377754542 -0.00051097577938066742 -0.0061823443502031471 -0.003053606192827595 -0.01533415552936971 -0.0032473741066279464 -0.0029174204321553779
leaf_weight=11500 32021 17435 16332 1544 4786 52809 45739 33570 29708 4681 4457 50636 38807 33110 14260 1675 28032 11905 60785 36092 636387 15148 9265 1736 3524 52849 27366 33180 4095 11724
leaf_count=11500 32021 17435 16332 1544 4786 52809 45739 33570 29708 4681 4457 50636 38807 33110 14260 1675 28032 11905 60785 36092 636387 15148 9265 1736 3524 52849 27366 33180 4095 11724
internal_value=-8.54609e-08 -0.00853912 -0.0050655 0.0088847 -0.0155871 -0.00288516 -0.00836597 -0.0076915 -0.00951675 -0.0171604 -0.0176519 -0.000753488 -0.00487148 -0.00590207 -0.0116877 -0.0152527 -0.0022914 -0.0129686 -0.0191351 -0.0170763 0.00913928 -0.0117249 -0.0120969 -0.0132294 -0.00636311 -0.00726119 -0.00545729 -0.0143883 -0.0087486 -0.00652165
internal_weight=1.32516e+06 675727 452642 649431 223085 272575 180067 162632 89527 158954 150178 131477 141098 102291 64131 57372 78668 49871 92806 37767 637931 19605 48095 38830 5260 69181 73105 37966 8776 41432
internal_count=1325158 675727 452642 649431 223085 272575 180067 162632 89527 158954 150178 131477 141098 102291 64131 57372 78668 49871 92806 37767 637931 19605 48095 38830 5260 69181 73105 37966 8776 41432
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=32 1296 3474 608 2244 226
is_linear=0
shrinkage=0.05


Tree=23
num_leaves=31
num_cat=4
split_feature=108 94 56 94 56 136 52 93 31 31 52 95 136 4 12 136 82 67 8 8 82 136 81 29 30 29 108 17 52 8
split_gain=36295.6 5911.42 1158.62 1000.5 717.849 306.535 303.036 202.784 202.53 179.79 171.134 156.142 132.879 117.748 117.13 116.496 115.623 110.566 103.32 101.633 97.2786 95.9056 121.133 92.4786 90.7488 88.3548 118.159 83.3488 82.7724 76.0227
threshold=0.98328498005867015 -0.36107067763805384 276.74079895019537 0.49385343492031103 231.39493560791018 0 1.1250000000000002 -0.12887790054082868 1015.3500061035157 1016.1499938964845 27.045000076293949 0.45542433857917791 1 5.3500001430511483 3.0349999666213994 2 292.32817077636724 4.4349999427795419 10.449999809265138 10.150000095367433 247.06036376953128 3 289.80741882324224 1020.6499938964845 1015.5499877929689 1018.5499877929689 0.26591549813747412 14.039999961853029 5.6549999713897714 8.1500000953674334
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=1 4 7 -2 6 9 15 21 13 14 19 -5 -6 -8 27 -1 -14 -10 25 -7 -15 -3 -23 -24 -18 26 -9 -4 -19 -11
right_child=3 2 5 11 12 10 8 18 17 29 -12 -13 16 20 -16 -17 24 28 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0039648876653769595 -0.0067934450157651543 -0.012974872789108971 -0.0057057768610420945 -0.002903503760245345 -0.013390028967225801 -0.006529684850602447 -0.019709048467930892 -0.0060139159027028169 -0.01645921629391572 -0.00043544685935082187 -0.001556713358169594 0.0086849509771106861 -0.0059318965220047475 -0.0052592467320149326 0.00055401816992226363 -0.012726935886880651 -0.012899690989712104 -0.0094050929733632098 -0.0030138389573103313 -0.0026719759988990555 -0.016627448064251243 -0.0058745753022447413 -0.011491987080549352 -0.0018554154151979203 -0.0078142076295837325 -0.0048384062691595574 -0.010982224816957313 0.00029867762824457064 -0.01598885373394161 0.0028185903293378983
leaf_weight=4737 10686 18096 29785 2920 26172 62671 62179 24722 31279 47154 41077 640573 19302 2029 16239 19688 20574 13374 19130 23466 25939 21811 29872 2716 15293 26904 23195 7171 7424 28980
leaf_count=4737 10686 18096 29785 2920 26172 62671 62179 24722 31279 47154 41077 640573 19302 2029 16239 19688 20574 13374 19130 23466 25939 21811 29872 2716 15293 26904 23195 7171 7424 28980
internal_value=-1.02527e-07 -0.00817076 -0.00457729 0.00838039 -0.0143 -0.00246947 -0.0161794 -0.00782607 -0.017063 -0.000755057 -0.004212 0.00863237 -0.0104495 -0.0184971 -0.00298539 -0.0110345 -0.00905052 -0.0145806 -0.00629302 -0.00547874 -0.0158027 -0.00981283 -0.00875698 -0.0106888 -0.0107313 -0.00713144 -0.00841891 -0.00454066 -0.0117552 0.000803185
internal_weight=1.32516e+06 670979 422989 654179 247990 256543 166649 166446 142224 129329 127214 643493 81341 90147 53195 24425 55169 52077 93951 86137 27968 72495 54399 32588 35867 74821 47917 36956 20798 76134
internal_count=1325158 670979 422989 654179 247990 256543 166649 166446 142224 129329 127214 643493 81341 90147 53195 24425 55169 52077 93951 86137 27968 72495 54399 32588 35867 74821 47917 36956 20798 76134
cat_boundaries=0 1 2 3 4
cat_threshold=5393 4194 7426 100
is_linear=0
shrinkage=0.05


Tree=24
num_leaves=31
num_cat=9
split_feature=75 93 92 109 92 136 52 31 52 31 136 81 8 112 31 136 114 136 136 31 53 136 136 4 92 136 52 136 82 16
split_gain=32784.9 5475.11 992.971 752.41 710.521 295.491 219.564 195.892 194.3 189.821 165.762 190.134 153.672 161.547 142.246 134.376 133.387 121.963 109.735 108.489 102.894 97.465 92.4399 87.6423 86.55 85.3906 78.4365 77.1391 101.056 73.9816
threshold=1.0000000180025095e-35 -0.32857568562030787 0.17019893974065783 0.89119812846183788 -0.73554793000221241 0 1.6649999618530276 1017.9500122070314 25.785000801086429 1016.8500061035157 1 284.25685119628912 11.650000095367433 -0.8703225553035735 1015.7500000000001 2 -0.85260769724845875 3 4 1020.0499877929689 1.6250000000000002 5 6 8.0500001907348651 0.56903570890426647 7 6.2750000953674325 8 280.91673278808599 14.039999961853029
decision_type=2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 1 2 1 1 2 2 1 1 2 2 1 2 1 2 2
left_child=3 4 9 -1 6 14 17 10 15 12 -6 -12 13 25 -4 -7 27 -2 -18 23 -13 -11 -9 29 -5 -3 -20 -8 -29 -17
right_child=1 2 5 24 7 8 16 22 -10 21 11 20 -14 -15 -16 19 18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.004654087712647359 -0.014857771875559762 -0.013670903308922892 -0.0023862114619637442 -0.0044196526194521446 -0.015770712749184092 -0.0093375258988058676 -0.017283670943889381 -0.0094090550608605418 -0.0010290683697735392 -0.0084112873946824672 -0.0059572110450773312 -0.0086460074453946108 -0.0039889169937976157 -0.012273194099250902 0.0016364546227049964 -0.0071773971054905177 -0.019691235486312578 -0.0087202975958217271 -0.014620452710063804 -0.0013719045385068534 -0.013477886002944129 -0.0042114217238379149 -0.0032174678700695215 -0.00257544896608068 0.0082773388868879211 -0.0069145867708044805 -0.018930254352324691 -0.0029689528417315941 -0.013361760433528588 -0.0012082886979501951
leaf_weight=11499 19362 5290 36465 1345 18837 13788 8252 12984 52865 18558 17477 15921 14726 32295 55309 39296 40765 14132 30646 26986 35776 54429 11313 22581 636586 41697 16105 2977 10915 5981
leaf_count=11499 19362 5290 36465 1345 18837 13788 8252 12984 52865 18558 17477 15921 14726 32295 55309 39296 40765 14132 30646 26986 35776 54429 11313 22581 636586 41697 16105 2977 10915 5981
internal_value=-1.13577e-07 -0.00771009 -0.00420111 0.00802208 -0.0134828 -0.00222762 -0.0158184 -0.0105057 -0.00351495 -0.00719418 -0.0116029 -0.0104642 -0.00867954 -0.00955078 3.81054e-05 -0.00472501 -0.0169006 -0.0122752 -0.0177778 -0.00405305 -0.0119898 -0.00528103 -0.00653137 -0.0051199 0.00825057 -0.00767962 -0.0161017 -0.0134339 -0.0111266 -0.00638889
internal_weight=1.32516e+06 675728 420266 649430 255462 253271 143154 112308 161497 166995 88011 69174 94008 79282 91774 108632 109660 33494 87516 94844 51697 72987 24297 67858 637931 46987 46751 22144 13892 45277
internal_count=1325158 675728 420266 649430 255462 253271 143154 112308 161497 166995 88011 69174 94008 79282 91774 108632 109660 33494 87516 94844 51697 72987 24297 67858 637931 46987 46751 22144 13892 45277
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=5392 96 96 612 612 96 226 32 100
is_linear=0
shrinkage=0.05


Tree=25
num_leaves=31
num_cat=0
split_feature=108 92 94 94 94 30 16 60 92 8 31 4 28 82 109 112 116 116 16 60 67 53 83 8 135 28 31 31 31 31
split_gain=29712.6 4935.19 888.521 858.042 493.738 263.112 228.652 210.811 208.602 206.742 204.628 177.838 163.496 124.901 122.558 111.664 107.879 107.835 107.025 106.249 101.752 98.4465 85.0116 80.505 78.7258 75.8489 75.4054 73.0897 67.9868 64.5451
threshold=0.96911594271659862 -0.087049528956413255 -0.65802294015884388 0.61937838792800914 0.25926616787910467 1019.5499877929689 14.039999961853029 0.3769011795520783 -0.90064695477485646 8.9499998092651385 1015.6499938964845 6.0499999523162851 1018.4500122070314 234.87360382080081 0.88238590955734264 -0.87878364324569691 -0.53727915883064259 0.47714059054851538 15.405000209808351 0.36706487834453588 3.5649999380111699 0.38499999046325689 293.57821655273443 8.7500000000000018 1015.0499877929689 1018.2500000000001 1016.0499877929689 1019.3500061035157 1013.8500061035157 1015.7500000000001
decision_type=2 2 2 2 2 2 2 2 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 26 7 8 9 21 19 12 11 15 24 -10 -5 -4 -15 -8 23 -1 -12 -3 -13 25 -6 -9 -2 -23 -18 -11
right_child=3 4 10 14 6 -7 17 18 13 29 20 22 -14 16 -16 -17 28 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.013530299695591462 -0.0091447295941893356 -0.0032989128618973089 -0.010199365122588481 -0.0025573166694036059 -0.0066660283342278573 -0.0066657475564795678 -0.0010533245330046858 -0.0074866152002976312 -0.0043736734604216702 -0.0022550994319545077 -0.0096446850022895315 -0.0045032343184216094 -0.0018127539392082176 -0.016615840025503367 0.0078433797068654301 -0.014923087405237062 -0.014368831447930911 0.0036040144852730743 -0.00087421129619098456 -0.017846171797171399 -0.0056723467966626161 -0.011254492460950038 -0.0099390598703085458 -0.0029334459285744949 0.00070777318772170285 -0.0041668868585848628 -0.0015481038325547178 -0.0048671051294122821 -0.010755008386230959 0.0010347822286457271
leaf_weight=18736 6170 6554 23526 2845 46964 10091 25723 39461 3845 27064 25874 11604 39575 21326 640816 26720 23872 24048 17507 59695 42767 24157 18920 29734 3922 30509 6942 5498 28615 33195
leaf_count=18736 6170 6554 23526 2845 46964 10091 25723 39461 3845 27064 25874 11604 39575 21326 640816 26720 23872 24048 17507 59695 42767 24157 18920 29734 3922 30509 6942 5498 28615 33195
internal_value=-1.65269e-05 -0.00742886 -0.0119749 0.00753947 -0.00337507 -0.0144905 -0.0017414 -0.00550997 -0.0149963 -0.00271171 -0.00917692 -0.0108827 -0.00422311 -0.0131594 0.00779741 -0.0127114 -0.0136171 0.00119698 -0.00447983 -0.0168152 -0.00716971 -0.00884463 -0.00787258 -0.00511293 -0.0060977 -0.00603911 -0.00512278 -0.0100703 -0.0123986 -0.000442796
internal_weight=1.32628e+06 669502 315591 656773 353911 166180 200491 153420 156089 150720 149411 80770 90461 77658 643661 50246 73813 49771 117211 78431 68641 36209 30524 99704 50886 69970 13112 29655 52487 60259
internal_count=1326275 669502 315591 656773 353911 166180 200491 153420 156089 150720 149411 80770 90461 77658 643661 50246 73813 49771 117211 78431 68641 36209 30524 99704 50886 69970 13112 29655 52487 60259
is_linear=0
shrinkage=0.05


Tree=26
num_leaves=31
num_cat=6
split_feature=71 93 92 92 108 12 31 31 17 136 136 8 30 80 16 136 81 29 136 8 136 4 136 53 31 68 100 109 30 92
split_gain=26821.9 4533.32 749.707 654.203 634.606 244.02 242.662 174.938 155.142 151.32 140.52 137.219 130.089 187.545 127.622 124.034 122.146 121.435 117.802 112.795 99.8599 96.0363 93.3908 95.0579 89.1042 82.1123 79.93 74.3216 65.3397 65.1342
threshold=1.0000000180025095e-35 -0.19026383757591245 -0.58853569626808155 0.19573196023702624 0.87488368153572094 2.8549998998641972 1014.8500061035157 1018.4500122070314 14.039999961853029 0 1 11.949999809265138 1018.7500000000001 283.17623901367193 14.039999961853029 2 292.42164611816412 1018.9500122070314 3 14.650000095367433 4 12.250000000000002 5 3.5049999952316289 1015.1499938964845 225.46096038818362 0.45866890251636511 0.73504611849784862 1018.7500000000001 -0.068461142480373369
decision_type=2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 1 2 2 1 2 1 2 1 2 2 2 2 2 2 2
left_child=4 2 6 9 29 7 11 14 20 -3 25 22 13 -11 15 -5 -12 21 -9 -15 -8 -18 -2 -24 -7 -4 -26 -6 -22 -1
right_child=1 3 10 5 27 24 8 18 -10 12 16 -13 -14 19 -16 -17 17 -19 -20 -21 28 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.008688372175757882 -0.017081182670098182 -0.011676766213940051 -0.018361089697298827 -0.0077536484109334038 -0.0058436176838863284 -0.0016601854463816552 -0.012304025063728449 -0.0047471799421266916 -0.015491388128252813 -0.0039757723168400132 -0.0048084752643844896 -0.0074711758477244211 -0.0033322590623368342 -0.0089883612739472662 -0.00053579413266666013 -0.0035861123583550967 -0.010444777940399207 -0.0026369951442903731 7.5958110614891209e-05 0.00061669809406032013 -0.0093747638522584144 0.0019770990228353681 -0.011095237555743839 -0.016381564737238532 -0.0010062050701586838 -0.010374403311590863 0.0032904923899370071 0.0074698201791548379 -0.0032139182280701202 -0.0011022039398039594
leaf_weight=4997 59329 11084 3609 30597 1050 30831 31261 16642 20040 39603 29368 5125 43464 54255 17198 43024 38785 6612 52817 3239 21090 1621 16843 17176 16633 29721 30991 637340 5407 6523
leaf_count=4997 59329 11084 3609 30597 1050 30831 31261 16642 20040 39603 29368 5125 43464 54255 17198 43024 38785 6612 52817 3239 21090 1621 16843 17176 16633 29721 30991 637340 5407 6523
internal_value=-1.57004e-05 -0.00698572 -0.0117682 -0.00348209 0.00723804 -0.00185076 -0.0137879 -0.00296917 -0.0117008 -0.00605027 -0.00852337 -0.0154369 -0.00560537 -0.00662346 -0.00441378 -0.00531969 -0.00733739 -0.00891853 -0.00108031 -0.00844725 -0.0103856 -0.00994644 -0.0158742 -0.0137602 0.000434061 -0.0112358 0.00178984 0.00744792 -0.00811451 -0.00439284
internal_weight=1.32628e+06 676365 285987 390378 649910 238733 176271 160278 77798 151645 109716 98473 140561 97097 90819 73621 76386 47018 69459 57494 57758 40406 93348 34019 78455 33330 47624 638390 26497 11520
internal_count=1326275 676365 285987 390378 649910 238733 176271 160278 77798 151645 109716 98473 140561 97097 90819 73621 76386 47018 69459 57494 57758 40406 93348 34019 78455 33330 47624 638390 26497 11520
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=32 102 615 2272 614 613
is_linear=0
shrinkage=0.05


Tree=27
num_leaves=31
num_cat=5
split_feature=71 93 92 92 60 136 52 16 8 95 28 136 83 112 136 71 31 24 136 136 30 52 80 8 31 134 110 8 8 31
split_gain=24206.9 4091.34 677.453 590.42 570.72 225.016 210.393 201.006 210.187 172.276 151.368 138.685 126.74 124.103 121.233 114.67 107.76 104.025 102.84 100.318 99.2713 96.1391 96.0413 85.6878 85.6571 83.7786 81.4583 74.2035 66.279 75.3605
threshold=1.0000000180025095e-35 -0.19026383757591245 -0.69758498668670643 0.19573196023702624 1.0000000180025095e-35 0 1.8149999976158144 14.039999961853029 8.6500000953674334 -0.41024902462959284 1017.4500122070314 1 248.66593933105472 -0.86159634590148915 2 240.26026153564456 1014.7500000000001 301.50000000000006 3 4 1017.3500061035157 14.715000152587892 285.26780700683599 9.7500000000000018 1015.8500061035157 1015.1499938964845 0.32368642091751104 11.84999990463257 6.7500000000000009 1013.1499938964845
decision_type=2 2 2 2 2 1 2 2 2 2 2 1 2 2 1 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 11 -1 -5 14 8 10 13 25 21 19 18 -2 -14 -17 -9 -4 -8 22 -3 -13 -24 -10 26 -7 -15 29 -11
right_child=1 3 9 5 -6 7 12 17 24 28 -12 20 15 27 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.007077136523664442 -0.012768582872168517 -0.0093246847132937415 -0.010365909980296524 -0.0074769797532972908 -0.004046158401180144 -0.003343094113831855 -0.01523297984649865 -0.00048649058680538468 -0.00208116487036691 -0.011798823959215214 -0.0018122645344314907 -0.003669518462880066 -0.018122949740839608 -0.012924879095013079 -0.0073626172138164594 -0.015685955643928738 -0.012109642856547113 0.003916790792001773 -0.00390735011521939 -0.0018608493428943487 -0.0027037529560020824 -0.0045254260113019315 -0.0092082016026088769 -0.0038255882101809512 0.0013819907055349226 0.00082775627711801194 -0.0080417903218496737 -0.0065729957516776766 -0.0048589379116853832 -0.0067266637620240185
leaf_weight=638166 23811 35250 14409 16036 11744 13721 2369 34296 32643 9989 48153 27002 22191 34538 18591 47134 38081 22028 10840 3443 38972 14823 25120 10478 39413 4299 28144 5304 27847 27440
leaf_count=638166 23811 35250 14409 16036 11744 13721 2369 34296 32643 9989 48153 27002 22191 34538 18591 47134 38081 22028 10840 3443 38972 14823 25120 10478 39413 4299 28144 5304 27847 27440
internal_value=-1.49372e-05 -0.00663648 -0.0111799 -0.00330802 0.00687614 -0.00175826 -0.0134072 -0.00134607 -0.00222015 -0.00852109 -0.00377351 -0.0057478 -0.0145323 -0.0103413 -0.0104031 -0.0149215 -0.0140878 0.00123561 -0.00759875 -0.00734081 -0.00468439 -0.00790239 -0.00591819 -0.00762387 -0.000186897 -0.00581926 -0.00650182 -0.0120793 -0.00670606 -0.00808031
internal_weight=1.32628e+06 676365 285987 390378 649910 238733 155620 222697 166373 130367 94317 151645 113218 65091 42402 107406 85215 56324 25249 5812 101572 50073 62600 35598 72056 46164 41865 39842 65276 37429
internal_count=1326275 676365 285987 390378 649910 238733 155620 222697 166373 130367 94317 151645 113218 65091 42402 107406 85215 56324 25249 5812 101572 50073 62600 35598 72056 46164 41865 39842 65276 37429
cat_boundaries=0 1 2 3 4 5
cat_threshold=96 612 612 244 160
is_linear=0
shrinkage=0.05


Tree=28
num_leaves=31
num_cat=8
split_feature=108 94 95 92 92 136 30 4 82 112 30 136 52 136 136 12 93 136 112 8 30 136 136 52 8 80 16 132 116 136
split_gain=21867.6 3704.7 651.86 595.12 587.434 227.726 224.074 196.604 140.526 129.375 122.01 121.037 113.474 110.317 109.887 107.284 106.213 104.743 104.083 89.3299 83.1537 82.3316 81.3631 77.7029 77.5635 80.3512 69.1231 63.9912 62.5322 61.0128
threshold=0.96911594271659862 -0.21220185607671735 0.45542433857917791 0.051534870639443404 -0.58853569626808155 0 1019.5499877929689 5.0499999523162851 285.77644348144537 -0.86159634590148915 1015.9500122070314 1 33.965000152587898 2 3 2.9750000238418584 0.51385316252708446 4 -0.84335932135581959 11.550000190734865 1017.3500061035157 5 6 2.6149998903274541 11.050000190734865 290.91442871093756 14.039999961853029 1018.0499877929689 -0.38266885280609125 7
decision_type=2 2 2 2 2 1 2 2 2 2 2 1 2 1 1 2 2 1 2 2 2 1 1 2 2 2 2 2 2 1
left_child=1 4 28 13 6 10 7 18 14 11 15 -6 19 -3 -9 26 -4 -10 -1 29 24 -8 -11 -19 25 -15 27 -5 -2 -7
right_child=2 3 16 5 9 12 21 8 17 22 -12 -13 -14 20 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011739317012377182 -0.015194767367001625 -0.0084757331045001386 -0.0023279978228826739 -0.0055348801439008798 -0.0086166981161094162 -0.011305043534398509 -0.0096420900803248222 -0.0097802030709559784 -0.013527311052217701 -0.0073824298051622028 0.00073611648295529369 -0.0037478000462864976 -0.00092676122266285117 -0.0047816083492443892 0.00056637485686518343 0.00094727428603302551 0.0067268595246185491 -0.003901443330395138 -0.015305817653030258 -0.0011397311878097555 -0.0028901249211198948 -0.00085092807953257891 -0.011308336068013861 -0.011028797158127629 -0.0021840222711166936 -0.00920350975626112 0.00068817939229649349 0.0037132221234959652 -0.0038513351186960014 -0.0046070275874265845
leaf_weight=28132 1375 37502 3255 27689 23964 3548 5699 6206 32608 24371 80841 27429 35618 18304 4377 16914 641706 5676 74978 19537 26399 5010 29327 11720 9167 23416 6771 2006 10437 82293
leaf_count=28132 1375 37502 3255 27689 23964 3548 5699 6206 32608 24371 80841 27429 35618 18304 4377 16914 641706 5676 74978 19537 26399 5010 29327 11720 9167 23416 6771 2006 10437 82293
internal_value=-1.42124e-05 -0.00637317 0.00646799 -0.00322452 -0.0107667 -0.00196314 -0.0125461 -0.0130045 -0.010744 -0.00781376 -0.000488831 -0.00602052 -0.00336632 -0.00624883 -0.00550969 -0.00234404 0.00668116 -0.0118518 -0.0143328 -0.00419122 -0.00516649 -0.00553911 -0.00953003 -0.00869827 -0.00634844 -0.00726347 -0.00387064 -0.00491014 -0.00517179 -0.00488573
internal_weight=1.32628e+06 669502 656773 390005 279497 275217 174406 163697 60587 105091 134221 51393 140996 114788 10583 53380 644961 50004 103110 105378 77286 10709 53698 17396 50887 41720 36466 29695 11812 85841
internal_count=1326275 669502 656773 390005 279497 275217 174406 163697 60587 105091 134221 51393 140996 114788 10583 53380 644961 50004 103110 105378 77286 10709 53698 17396 50887 41720 36466 29695 11812 85841
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=5393 228 612 4324 4709 226 3472 32
is_linear=0
shrinkage=0.05


Tree=29
num_leaves=31
num_cat=7
split_feature=109 94 94 92 93 30 136 136 82 31 8 116 112 31 20 54 112 136 92 12 4 136 8 136 53 136 98 136 132 4
split_gain=19741.6 3357.3 584.732 534.738 533.556 189.81 179.432 173.79 139.984 121.245 128.28 120.34 116.231 114.547 109.927 107.641 106.372 99.5974 99.4632 88.4121 82.9085 82.897 82.7469 80.1787 75.1181 72.5365 71.9537 66.1726 60.68 60.6657
threshold=0.96708381175994884 -0.21220185607671735 0.50583425164222728 0.18334826081991198 -0.80102500319480885 1015.5499877929689 0 1 247.06036376953128 1019.6499938964845 10.650000095367433 -0.41467745602130884 -0.91702514886856068 1016.1499938964845 6.1549999713897714 0.45499999821186071 -0.86159634590148915 2 0.74409446120262157 3.2549999952316289 8.1500000953674334 3 8.3499999046325701 4 1.6649999618530276 5 -0.82540801167488087 6 1017.9500122070314 5.9500000476837167
decision_type=2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 1 2 1 2 2
left_child=1 4 -2 9 7 8 13 14 23 10 12 -7 -3 19 -1 -10 -9 -8 -4 28 26 -13 -19 -6 -18 -14 -17 -11 -5 -15
right_child=2 3 18 6 5 11 17 16 15 27 -12 21 25 29 -16 20 24 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0055874427314733079 -0.0049065522169525365 -0.0053675036491590373 -0.00071104363170763473 -0.0038291912043968302 -0.0098271521197200624 -0.010725635880578184 -0.0065928540625559253 -0.010598469527298093 -0.0051131921464611443 -0.00010024195010494144 -0.0027258685251996023 -0.0072219576057461644 -0.011753187485664823 -0.0002517026813534496 -0.011559773296943937 -0.010653379543894517 -0.011339510215017824 -0.0036169850046394261 0.0063989010704259336 0.0016532568789619367 -0.0076942023004516365 -0.0032789774226156332 -0.00066738828213680837 -0.00072976394979260397 -0.015335829940553962 -0.0073823815493004727 -0.01448938657569929 -0.0044578278816447018 0.0036359276400602307 0.0026772593035145459
leaf_weight=11806 11759 51885 4957 34961 3965 11896 16383 21997 8124 13625 22168 25597 14631 39471 22179 31923 14618 56691 640333 12150 13285 27943 40955 6218 60119 27664 19811 24188 2952 32021
leaf_count=11806 11759 51885 4957 34961 3965 11896 16383 21997 8124 13625 22168 25597 14631 39471 22179 31923 14618 56691 640333 12150 13285 27943 40955 6218 60119 27664 19811 24188 2952 32021
internal_value=-1.35352e-05 -0.00605798 0.00614293 -0.00305906 -0.0102401 -0.00819217 -0.00156088 -0.0125706 -0.00977488 -0.00534854 -0.00614792 -0.00617675 -0.0069534 -0.00022423 -0.00948226 -0.0105395 -0.0136533 -0.00298547 0.00634428 -0.00205845 -0.0112176 -0.00516604 -0.00237961 -0.00428242 -0.0145542 -0.00889889 -0.0121223 -0.00288888 -0.00324794 0.00106017
internal_weight=1.32628e+06 669226 657049 389745 279481 148762 235584 130719 83326 154161 116348 65436 94180 121555 33985 73143 96734 114029 645290 50063 65019 53540 97646 10183 74737 42295 51734 37813 37913 71492
internal_count=1326275 669226 657049 389745 279481 148762 235584 130719 83326 154161 116348 65436 94180 121555 33985 73143 96734 114029 645290 50063 65019 53540 97646 10183 74737 42295 51734 37813 37913 71492
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=5393 3472 96 226 160 614 5891
is_linear=0
shrinkage=0.05


Tree=30
num_leaves=31
num_cat=0
split_feature=110 94 92 93 92 93 31 4 127 52 16 112 4 87 30 16 30 4 80 4 97 4 43 95 31 31 31 116 54 95
split_gain=17728.4 3086.03 569.605 466.275 448.486 213.504 195.857 174.881 152.478 146.434 132.072 112.758 107.884 106.326 100.073 95.3424 83.9561 79.5534 78.1145 78.001 84.7669 76.1622 69.2728 66.0577 65.5227 62.768 62.6486 57.6022 51.7343 50.4731
threshold=0.98357480764389049 -0.30926595628261561 0.051534870639443404 0.73516732454299938 -0.85578683018684376 0.47006148099899298 1019.9500122070314 5.3500001430511483 -0.13052122294902799 2.7350000143051152 13.344999790191652 -0.85260769724845875 8.8499999046325701 0.85869845747947704 1016.0499877929689 14.039999961853029 1018.6499938964845 10.449999809265138 283.17623901367193 8.0500001907348651 -0.86649778485298146 8.8499999046325701 10.650000095367433 0.41946513950824743 1019.0499877929689 1019.8500061035157 1014.6499938964845 -0.46173103153705591 0.45499999821186071 -0.48842075467109675
decision_type=2 2 2 2 2 2 2 2 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 12 29 9 15 7 11 -9 21 17 -6 14 27 18 16 19 25 22 20 -4 24 -3 -5 -1 -7 -11 -10 -15 -2
right_child=3 2 5 23 6 10 -8 8 13 26 -12 -13 -14 28 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011473420808902034 -0.0089339173485569398 -0.0047523847945434902 -0.0042712886218813275 -0.0025698082447302949 -0.0081259218099691208 -0.0033295065615046877 -0.0028135030879200399 -0.0013920282735140183 -0.010354180705667779 -0.015317656985910017 0.0022402006700997026 -0.011963814342320678 -0.0025505375797540905 -0.0022755990603424785 -0.0049043079351447603 -0.00087392021049615071 -0.0018764155619341409 0.001837627189552939 -0.0097623593476665674 -0.002187836353513343 -0.0085125984726731069 -0.0041030846775717651 -0.012501485658099554 0.0060817346442300739 -0.0040241019458668358 0.00042168540540105234 -0.012165934789047881 -0.0041743680926637798 -0.010788780620326496 -0.0017482955947228452
leaf_weight=37929 3297 20035 38721 2214 33319 38584 15292 10910 4760 35517 40629 44967 21235 1930 51700 45564 47761 15292 28622 24750 16932 4590 3369 639345 3201 15685 28355 18144 23684 9444
leaf_count=37929 3297 20035 38721 2214 33319 38584 15292 10910 4760 35517 40629 44967 21235 1930 51700 45564 47761 15292 28622 24750 16932 4590 3369 639345 3201 15685 28355 18144 23684 9444
internal_value=6.48395e-06 -0.00570098 -0.00298452 0.00586378 -0.00993064 -0.00174644 -0.00818187 -0.00877798 -0.00673295 -0.0123722 -2.48066e-05 -0.0103304 -0.00579751 -0.00793394 -0.00646224 -0.00283841 -0.00353681 -0.00134775 -0.00801041 -0.00452313 -0.00556167 -0.0102119 -0.00586787 0.00605188 -0.0108937 -0.00224533 -0.0139185 -0.00545868 -0.0101473 -0.00360773
internal_weight=1.32578e+06 671477 408879 654300 262598 283918 153006 137714 59428 109592 110190 78286 124961 48518 103726 173728 128164 69561 52026 80403 55653 45720 23404 641559 41130 54269 63872 22904 25614 12741
internal_count=1325777 671477 408879 654300 262598 283918 153006 137714 59428 109592 110190 78286 124961 48518 103726 173728 128164 69561 52026 80403 55653 45720 23404 641559 41130 54269 63872 22904 25614 12741
is_linear=0
shrinkage=0.05


Tree=31
num_leaves=31
num_cat=6
split_feature=56 95 56 56 95 52 4 31 67 108 136 136 136 87 60 83 52 8 113 136 30 136 31 136 115 94 39 8 93 71
split_gain=16009.7 2816.06 511.9 491.428 428.072 182.884 153.966 155.009 150.466 147.179 171.219 139.743 135.241 125.438 118.79 101.024 92.0671 87.6852 85.538 74.7393 74.3793 73.0797 72.988 69.418 68.3978 66.4338 61.8628 60.0786 56.139 54.2177
threshold=1.0000000180025095e-35 -0.21164861321449277 234.88694763183597 286.06721496582037 0.43858698010444647 1.1250000000000002 5.2500000000000009 1013.2500000000001 1.9750000238418581 0.22685996443033221 0 1 2 0.86044573783874523 0.53864896297454845 298.74232482910162 6.0050001144409189 12.550000190734865 -0.90255093574523915 3 1014.4500122070314 4 1013.9500122070314 5 -0.84335932135581959 0.28976970911026007 16.94999980926514 10.650000095367433 0.55945494771003734 260.18452453613287
decision_type=2 2 2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 2 2 1 2 1 2 1 2 2 2 2 2 2
left_child=4 2 5 6 24 17 7 18 -7 10 -10 28 26 -8 20 -14 -13 23 -3 -15 -11 -9 -17 -2 -1 -6 -4 -18 -5 -24
right_child=1 3 12 11 25 8 13 21 9 14 -12 16 15 19 -16 22 27 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00063442488433849628 -0.0096296685511225218 -0.00636119735314778 -0.0084645581363684951 -0.00045246757785665279 -0.0029600603280434332 -0.014025417996267907 -0.0015430557561077886 -0.0064448774522592803 -7.391773944256705e-05 -0.011903841868149776 -0.010216734648162478 -0.0041813814201709489 -0.0035941147632842802 -0.0016759227913628327 -0.014103679155856308 -0.0097824636896484719 -0.0017739896455985641 0.0041717093231556082 -0.012029975383320249 -0.0070489735610182501 -0.0083634378507195378 -0.0034392737028349804 -0.011325381869086264 -0.0038969241429939075 -0.0083825576324162068 0.0057712441298290069 -0.014660234440235216 0.0012159487059926492 0.0024650871680523918 -0.0047045945055514491
leaf_weight=6703 16531 14610 17612 32923 2186 44391 60626 32802 6682 29717 11046 31398 37039 9237 27666 16380 68443 1634 12221 21788 29623 53026 3553 7827 4953 640800 5224 22267 33029 23840
leaf_count=6703 16531 14610 17612 32923 2186 44391 60626 32802 6682 29717 11046 31398 37039 9237 27666 16380 68443 1634 12221 21788 29623 53026 3553 7827 4953 640800 5224 22267 33029 23840
internal_value=6.15968e-06 -0.00542038 -0.00926289 -0.00269041 0.00556941 -0.0109113 -0.00438809 -0.00562609 -0.0115859 -0.0105519 -0.00639953 -0.000846038 -0.00647787 -0.00286631 -0.0113979 -0.00551528 -0.00184763 -0.00704093 -0.00894322 -0.00545208 -0.0101364 -0.00458912 -0.00714215 -0.00779311 -0.00392685 0.00574156 -0.00987757 -0.00104004 0.0010085 -0.00556334
internal_weight=1.32578e+06 671135 278765 392370 654642 175117 204310 112659 149125 104734 17728 188060 103648 91651 87006 80812 122108 25992 26831 31025 59340 85828 43773 24358 11656 642986 22836 90710 65952 27393
internal_count=1325777 671135 278765 392370 654642 175117 204310 112659 149125 104734 17728 188060 103648 91651 87006 80812 122108 25992 26831 31025 59340 85828 43773 24358 11656 642986 22836 90710 65952 27393
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2835 1296 96 3216 228 740
is_linear=0
shrinkage=0.05


Tree=32
num_leaves=31
num_cat=8
split_feature=61 95 92 93 60 136 83 136 29 8 4 29 8 53 136 87 113 16 136 36 29 136 52 136 136 136 111 28 12 87
split_gain=14461.3 2574.52 481.151 418.767 366.233 207.092 200.235 178.174 122.387 114.76 114.728 114.726 110.823 109.266 106.854 102.707 83.1949 80.5718 77.9606 74.2935 71.643 69.0323 65.9216 62.6575 60.8483 60.2796 59.3281 59.1235 55.4059 53.48
threshold=1.0000000180025095e-35 -0.2599851638078689 0.10050000250339509 -0.88020655512809742 1.0000000180025095e-35 0 285.22576904296881 1 1020.2500000000001 12.449999809265138 5.4500000476837167 1014.1499938964845 7.1499998569488534 2.0149999856948857 2 0.86044573783874523 -0.84335932135581959 13.344999790191652 3 16.750000000000004 1016.3500061035157 4 0.81499999761581432 5 6 7 -0.092057317495346055 1018.3500061035157 2.7549999952316289 0.83781147003173839
decision_type=2 2 2 2 2 1 2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 1 2 1 1 1 2 2 2 2
left_child=4 3 10 13 29 19 14 20 9 16 11 26 17 18 -7 22 -8 27 -2 -5 28 -14 -12 -6 -13 -15 -3 -9 -4 -1
right_child=1 2 7 5 23 6 8 12 -10 -11 15 24 21 25 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0054974222837034167 -0.010525686493329392 -0.0042566793659277354 -0.0026998762923174115 -0.0091188128464838366 -0.013332969987163349 -0.0074677045686634223 -0.0059688533288537859 -0.006428760345087413 -0.00092220866788941607 -0.0027064176840512965 0.0050520678058414417 -0.0068803204049701075 -0.0050362503704219465 -0.010072939113610523 -0.0012378174250117777 -0.0060577182366722436 -0.0096538683950292206 -0.001800830265909918 -0.0047183818141958598 -0.013767181497491874 0.0016390397476615871 -0.00047410401520062563 -0.0023724070822555236 -0.0016826595864468073 -0.0035698885274646711 -0.013425903600325605 -0.010250978598957891 -0.0029512171739524743 0.0010367755141797877 -0.0012962925577316396
leaf_weight=637948 20973 5215 24035 28009 1262 9770 20736 27565 6393 8911 3271 23772 9360 18473 23281 21496 58603 36919 8056 12402 51992 72129 34773 12571 33590 52709 19801 21959 16893 2910
leaf_count=637948 20973 5215 24035 28009 1262 9770 20736 27565 6393 8911 3271 23772 9360 18473 23281 21496 58603 36919 8056 12402 51992 72129 34773 12571 33590 52709 19801 21959 16893 2910
internal_value=5.83574e-06 -0.00515199 -0.00262431 -0.00894631 0.00529283 -0.00742121 -0.006432 -0.00134962 -0.00760255 -0.00808649 -0.00496724 -0.00617585 -0.00232158 -0.0115047 -0.00308203 -0.00329505 -0.00869075 -0.00356882 -0.00891932 -0.0105428 0.000407185 -0.000998798 -0.00173406 -0.00275639 -0.00494362 -0.0125591 -0.00900137 -0.00488681 -0.00115758 0.00546657
internal_weight=1.32578e+06 671086 402770 268316 654691 168105 127694 260852 94643 88250 141918 82378 167932 100211 33051 59540 79339 86443 29029 40411 92920 81489 38044 13833 57362 71182 25016 49524 40928 640858
internal_count=1325777 671086 402770 268316 654691 168105 127694 260852 94643 88250 141918 82378 167932 100211 33051 59540 79339 86443 29029 40411 92920 81489 38044 13833 57362 71182 25016 49524 40928 640858
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=96 5392 132 613 96 96 228 3472
is_linear=0
shrinkage=0.05


Tree=33
num_leaves=31
num_cat=7
split_feature=110 94 92 92 113 8 136 16 8 136 28 24 136 53 136 80 136 111 136 4 31 132 31 136 110 31 79 108 54 88
split_gain=13054.8 2333.27 521.325 337.598 292.513 207.481 206.847 190.809 196.269 159.402 132.882 127.241 117.401 109.122 98.9946 92.2856 86.2949 83.9754 81.7866 73.8953 69.7923 66.851 63.8046 61.1299 59.1284 63.352 58.8373 56.8359 55.9807 55.7226
threshold=0.98357480764389049 -0.43942187726497645 -1.0000000180025095e-35 0.74409446120262157 -0.86159634590148915 12.150000095367433 0 14.039999961853029 8.3499999046325701 1 1018.3500061035157 295.50000000000006 2 2.0149999856948857 3 283.68959045410162 4 0.14713807404041293 5 7.7500000000000009 1014.5499877929689 1016.1499938964845 1011.8500061035157 6 -0.19402272254228589 1020.8500061035157 14.815000057220461 0.24204575270414355 1.0349999666213991 -0.34650120139122004
decision_type=2 2 2 2 2 2 1 2 2 1 2 2 1 2 1 2 1 2 1 2 2 2 2 1 2 2 2 2 2 2
left_child=1 4 12 23 6 9 -1 8 10 29 18 -9 24 -11 26 -8 -12 -15 21 22 -17 27 -14 -2 -3 -26 -10 -4 -7 -6
right_child=3 2 7 -5 5 28 15 11 14 13 16 -13 19 17 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0088946798488295873 -0.011991795310800158 -0.003652688387795611 -0.0041952538014891037 0.0051944437896574895 -0.011031314736867007 0.0026283657368145652 -0.00022246152874016401 -0.0012418594619744 0.0025804357364213322 -0.0064260823054878603 -0.0045468272152652369 0.0028941836568764732 -0.0083893184041443341 -0.0034123786255686448 -0.0025543801217471837 -0.0087301594741403653 -0.00043297830992423047 -0.010769020180786508 -0.0034939682557997478 -0.0018454627573776226 -0.0028275388801518196 0.0014321967102707809 -0.004450104218845178 -0.0016173606413127347 -0.0095521180042886927 -0.0037287682566487564 -0.00065006356883588301 -0.0088862926260410962 -0.0056111419805902904 -0.013935555729085766
leaf_weight=33825 1611 7621 9329 641150 35269 2546 13821 41977 24581 26119 18770 33383 12614 4157 38188 9225 39711 58030 43008 21985 10955 2282 55544 11539 26983 5648 33039 20973 10832 31062
leaf_count=33825 1611 7621 9329 641150 35269 2546 13821 41977 24581 26119 18770 33383 12614 4157 38188 9225 39711 58030 43008 21985 10955 2282 55544 11539 26983 5648 33039 20973 10832 31062
internal_value=5.5143e-06 -0.00489218 -0.00272356 0.00503179 -0.00889798 -0.0100168 -0.00612652 -0.00159306 -0.00230882 -0.0105336 -0.00354384 0.000590326 -0.00536994 -0.00913713 -0.000580536 -0.00336909 -0.00175421 -0.0102773 -0.00492837 -0.0043656 -0.00552584 -0.00681848 -0.00517913 -0.00289868 -0.00761616 -0.00854417 0.000727958 -0.00744207 -0.00404306 -0.0123895
internal_weight=1.32578e+06 671477 435636 654300 235841 168015 67826 305241 229881 154637 134073 75360 130395 88306 95808 34001 58481 62187 75592 90143 20180 32584 68158 13150 40252 32631 57620 30302 13378 66331
internal_count=1325777 671477 435636 654300 235841 168015 67826 305241 229881 154637 134073 75360 130395 88306 95808 34001 58481 62187 75592 90143 20180 32584 68158 13150 40252 32631 57620 30302 13378 66331
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=228 612 608 3473 2272 615 4196
is_linear=0
shrinkage=0.05


Tree=34
num_leaves=31
num_cat=7
split_feature=61 95 57 57 60 30 136 92 12 97 31 60 136 109 136 17 136 31 80 136 53 0 111 136 52 31 67 136 76 31
split_gain=11793.8 2141.57 396.454 375.251 295.56 200.318 145.066 126.553 113.097 112.979 108.884 100.398 99.745 96.248 82.2509 79.4011 70.6829 64.5044 70.8635 77.3576 62.0464 61.144 60.6812 54.5106 52.9047 52.2634 50.432 48.6399 44.9562 44.7566
threshold=1.0000000180025095e-35 -0.21164861321449277 288.01069641113287 241.8398132324219 1.0000000180025095e-35 1019.4500122070314 0 1.0000000180025095e-35 3.2949999570846562 -0.84276899695396412 1019.8500061035157 0.53864896297454845 1 -0.2772038578987121 2 15.405000209808351 3 1020.8500061035157 255.31411743164065 4 3.7649999856948857 245.50000000000003 0.53735414147377025 5 1.4450000524520876 1014.2500000000001 2.2150000333786015 6 29.404999732971195 1015.3500061035157
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 1 2 1 2 1 2 2 1 2 2 2 1 2 2 2 1 2 2
left_child=4 3 7 5 -1 6 11 17 10 13 15 20 -5 -8 -7 16 -4 18 -3 -20 21 -2 -14 -6 -21 -24 -15 -12 -11 -9
right_child=1 2 8 12 23 14 9 29 -10 28 27 -13 22 26 -16 -17 -18 -19 19 24 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0049358609310742379 -0.0072622909331217138 -0.0026356807797225934 -0.0051086216418627295 -0.0085179884372474368 -0.009944710343511064 -0.0069133381684581864 -0.0017721654290564128 -0.0038980182198590074 0.001922550412818585 -0.012613722655376009 -0.0023091833050242756 -0.011484021730982372 -0.0030032091633814088 -0.011706156561075008 0.0010512796126127229 0.0019957079272118826 -0.0017938174876620896 -0.0018641609655766353 -0.0087696062527464688 -0.0025713109462741032 -0.0087477238983267019 -0.0023289899820963652 -0.0083526950764949842 -0.0011343517947199283 -0.0063198360470514041 -0.0043130287174707018 -0.0087847139296567262 0.0016446288873204068 -0.0045022113755722902 -0.0019061015148110327
leaf_weight=640858 12435 16048 21946 18960 2055 7072 3998 44625 37540 52146 9870 12215 36085 22177 5979 10210 60284 13381 21882 13876 16083 12691 13559 11778 29263 19552 44244 36580 1766 76619
leaf_count=640858 12435 16048 21946 18960 2055 7072 3998 44625 37540 52146 9870 12215 36085 22177 5979 10210 60284 13381 21882 13876 16083 12691 13559 11778 29263 19552 44244 36580 1766 76619
internal_value=5.22601e-06 -0.00465268 -0.00227032 -0.00800146 0.00477978 -0.00924795 -0.00968693 -0.0037082 -0.000512443 -0.0106246 -0.00117059 -0.00750142 -0.00530355 -0.00930663 -0.00326903 -0.00216297 -0.00267933 -0.00508039 -0.00561125 -0.00634566 -0.00632273 -0.00477051 -0.00442091 -0.00245121 -0.00511291 -0.00596728 -0.00976014 0.000804354 -0.012348 -0.00263925
internal_weight=1.32578e+06 671086 392124 278962 654691 190806 177755 215694 176430 124331 138890 53424 88156 70419 13051 92440 82230 94450 81069 65021 41209 25126 69196 13833 43139 33111 66421 46450 53912 121244
internal_count=1325777 671086 392124 278962 654691 190806 177755 215694 176430 124331 138890 53424 88156 70419 13051 92440 82230 94450 81069 65021 41209 25126 69196 13833 43139 33111 66421 46450 53912 121244
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=3472 96 226 614 612 4198 2276
is_linear=0
shrinkage=0.05


Tree=35
num_leaves=31
num_cat=6
split_feature=71 95 113 92 93 8 136 136 8 28 30 8 16 96 82 86 39 136 99 30 83 136 132 20 136 136 94 116 30 8
split_gain=10726.4 1968.44 387.961 330.207 241.827 238.281 234.996 157.684 126.683 121.307 120.851 105.31 112.521 102.043 94.6478 87.6132 65.8537 62.9715 60.6444 60.4839 56.6197 56.3574 52.1755 53.9192 51.1127 50.2808 47.3895 45.5612 44.2132 44.02
threshold=1.0000000180025095e-35 -0.21164861321449277 -0.85260769724845875 0.40427999198436743 0.36329704523086553 12.449999809265138 0 1 6.5499999523162851 1018.5499877929689 1015.7500000000001 11.449999809265138 13.344999790191652 -0.86622926592826832 286.25445556640631 0.85459133982658397 16.94999980926514 2 -0.76533934473991383 1014.6499938964845 247.11089324951175 3 1016.8500061035157 6.8550000190734872 4 5 0.30398848652839666 -0.38266885280609125 1016.9500122070314 15.449999809265138
decision_type=2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 1 2 2 2 2
left_child=4 2 6 8 -1 7 16 18 9 13 22 12 17 -3 -8 -10 -2 28 20 -16 -4 -11 23 -9 -13 -17 -6 -12 -5 -7
right_child=1 3 5 11 26 29 14 10 15 21 27 24 -14 -15 19 25 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0040281853930640692 -0.0067027816039159334 -0.0043699631136762587 -0.0020100461921822468 -0.002672583699190368 -0.0035449374617507047 -0.0045489239228276249 -0.00055058372464640213 -0.0083573649786293832 -0.00086902947817740013 -0.0040461532182576934 -0.0082863028188177538 0.0065910901804642347 0.00096822819156507057 -0.0082993095729361286 -0.0074968850872941285 -0.0066063554506928471 -0.011428430552845134 -0.0043049281608441231 -0.012869176400618611 -0.0027064199773007718 -0.010372431890479438 -0.00080311417470588752 0.00012594165718735569 -0.01155899530832886 0.0013290662325212501 -0.002708512839426492 0.0047060294713983045 -0.0040471207043347541 0.00056990878597197527 0.0015701410179929185
leaf_weight=8066 39650 59052 2108 21902 1745 11191 25258 34839 68018 26563 9252 5455 44044 22942 11788 11431 9056 24487 29469 14940 50900 27051 1424 21124 29796 30122 639791 20126 20218 3986
leaf_count=8066 39650 59052 2108 21902 1745 11191 25258 34839 68018 26563 9252 5455 44044 22942 11788 11431 9056 24487 29469 14940 50900 27051 1424 21124 29796 30122 639791 20126 20218 3986
internal_value=-1.30789e-05 -0.00442114 -0.00758067 -0.00211774 0.00457541 -0.00894353 -0.00508456 -0.00948174 -0.00323851 -0.00426014 -0.00798931 -0.000234344 -0.000992541 -0.0054694 -0.00274471 -0.00197412 -0.00757987 -0.0022891 -0.0110494 -0.00481919 -0.0100399 -0.00241078 -0.00932537 -0.00956586 0.0021456 -0.00378303 0.00468359 -0.00538216 -0.00111589 -0.00294185
internal_weight=1.32579e+06 676192 285111 391081 649602 184419 100692 169242 245179 135608 86765 145902 110651 81994 51986 109571 48706 66607 82477 26728 53008 53614 57387 55963 35251 41553 641536 29378 42120 15177
internal_count=1325794 676192 285111 391081 649602 184419 100692 169242 245179 135608 86765 145902 110651 81994 51986 109571 48706 66607 82477 26728 53008 53614 57387 55963 35251 41553 641536 29378 42120 15177
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=228 614 7441 2276 1040 576
is_linear=0
shrinkage=0.05


Tree=36
num_leaves=31
num_cat=4
split_feature=56 56 95 52 95 112 8 56 136 136 8 30 31 8 16 31 79 136 111 124 80 99 28 16 110 8 82 136 28 8
split_gain=9684.3 1757.91 367.34 272.124 258.874 209.324 164.551 150.733 125.893 120.224 108.616 104.991 90.1364 83.5598 78.8152 76.3176 69.6847 68.6199 66.432 64.4778 63.06 60.9166 58.3725 58.7246 58.0565 56.2357 55.6488 55.586 55.1125 54.7641
threshold=1.0000000180025095e-35 265.22317504882818 -0.2599851638078689 7.1949999332427987 0.40781487524509435 -0.8703225553035735 11.050000190734865 301.80715942382818 0 1 9.7500000000000018 1015.3500061035157 1013.9500122070314 6.0499999523162851 15.405000209808351 1020.9500122070314 15.925000190734865 2 -0.12911281734704969 -1.0000000180025095e-35 255.31411743164065 -0.80008742213249195 1021.4500122070314 14.039999961853029 -0.30858774483203882 8.0500001907348651 289.36344909667974 3 1018.4500122070314 14.34999990463257
decision_type=2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2
left_child=4 2 5 8 20 9 11 14 15 26 12 21 18 -10 25 24 -15 -14 -4 -9 -1 -7 23 -13 -3 28 -2 -8 -5 -18
right_child=1 3 10 7 -6 6 27 19 13 -11 -12 22 17 16 -16 -17 29 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0050780463861514243 6.3029529103121799e-05 0.00026438180536781275 -0.0022426978492565562 -0.004175430079198488 0.0044470663446832823 -0.0094469931102311479 -0.001117079698337667 -0.0031724418821905687 -0.0042812241428986635 -0.0070760655534277284 -0.001353650369990535 -0.0070087057775460289 -0.0060033993330188195 0.00032173195063801531 0.00070315674837967608 -0.0015765758422583876 -0.0047127105855399171 -0.0023766044178551303 -0.0086556528280364396 0.0019672144572723351 0.0039896137401622877 -0.012094506649451869 -0.0012612512566768982 -0.010645846430440829 -0.0079941712933416249 -0.00066192611691635688 -0.0052245360882733696 -0.0068379552836436586 -0.0015123675544803236 0.00096197986693815837
leaf_weight=8992 10779 2321 4881 40438 643201 49375 7426 6854 41813 42720 22641 33353 24202 29548 31924 7335 17578 28377 23391 55627 2437 38801 3208 16632 25599 44145 9243 9952 37393 5608
leaf_count=8992 10779 2321 4881 40438 643201 49375 7426 6854 41813 42720 22641 33353 24202 29548 31924 7335 17578 28377 23391 55627 2437 38801 3208 16632 25599 44145 9243 9952 37393 5608
internal_value=-1.2429e-05 -0.00423279 -0.00687384 -0.00175349 0.00431453 -0.00802293 -0.00898927 -0.000667733 -0.00356345 -0.00557794 -0.00441462 -0.00955367 -0.0052718 -0.00261165 -0.00150858 -0.00611352 -0.00128833 -0.0040476 -0.00754849 0.00140341 -0.00314455 -0.010612 -0.00779932 -0.00821893 -0.00730763 -0.00208745 -0.00237675 -0.00439788 -0.00289599 -0.00334017
internal_weight=1.32579e+06 671164 324981 346183 654630 221489 158747 216381 129802 62742 103492 141369 80851 94547 153900 35255 52734 52579 28272 62481 11429 88176 53193 49985 27920 121976 20022 17378 77831 23186
internal_count=1325794 671164 324981 346183 654630 221489 158747 216381 129802 62742 103492 141369 80851 94547 153900 35255 52734 52579 28272 62481 11429 88176 53193 49985 27920 121976 20022 17378 77831 23186
cat_boundaries=0 1 2 3 4
cat_threshold=610 3842 230 1458
is_linear=0
shrinkage=0.05


Tree=37
num_leaves=31
num_cat=5
split_feature=93 92 108 95 60 136 96 99 16 31 108 136 53 16 4 87 136 67 136 97 8 28 94 60 116 24 12 79 4 136
split_gain=8760.75 1226.33 791.279 229.863 208.88 125.431 120.173 113.891 108.753 100.999 100.351 124.696 88.4843 85.9285 91.6772 80.3382 81.4541 77.171 72.9666 66.9442 66.3916 66.1694 64.9569 56.1445 56.0828 52.9505 51.6748 49.8806 55.4666 49.3661
threshold=0.56417211890220653 -0.51505056023597706 0.86266121268272411 0.075584623962640776 0.36075975000858312 0 -0.83032450079917897 -0.74856218695640553 13.344999790191652 1019.3500061035157 0.1778107360005379 1 1.0649999976158144 14.039999961853029 6.4500000476837167 0.86274090409278881 2 1.9249999523162844 3 -0.87149128317832936 10.050000190734865 1021.0499877929689 0.4331760853528977 0.62813556194305431 -0.30069434642791742 251.50000000000003 3.5949999094009404 16.945000648498539 5.2500000000000009 4
decision_type=2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 1
left_child=1 4 5 7 12 -2 10 15 26 13 11 -6 -1 14 19 16 -3 -14 -11 -5 25 23 -4 -12 -10 -18 27 28 -7 -17
right_child=2 3 22 9 6 8 -8 -9 24 18 21 -13 17 -15 -16 29 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021596928414581527 -0.0093760072630467844 -0.00031962430286623379 -0.0012454535599805399 -0.0032397423473270203 0.0018933479242273404 -0.003048780031370271 -0.010529758305492834 -0.007678896580092999 -0.0082460488078436606 -0.0025873381817972719 -0.0079723789239020942 -0.0068580376498667108 -0.0093792155861605279 -0.00020146416505570586 -0.0015460918277948321 -0.0038020778017407858 -0.0082116049385271752 -0.0050762214235704484 0.00076614932214710385 -0.006587942910797129 -0.00057246948618449786 -0.00024499813770669437 0.0042380940951040258 -0.011392835818708555 0.0028290397189817372 -0.0039111248872251729 0.0028217227309268078 -0.0039518739782488412 0.0010835003145446772 -0.0074104994580132507
leaf_weight=16600 4075 21661 5446 41091 5540 15184 55864 21831 1199 23962 49806 15334 14948 29529 46608 17867 8247 34395 50157 23448 13169 2343 647882 15804 24508 54193 6011 21240 17457 20395
leaf_count=16600 4075 21661 5446 41091 5540 15184 55864 21831 1199 23962 49806 15334 14948 29529 46608 17867 8247 34395 50157 23448 13169 2343 647882 15804 24508 54193 6011 21240 17457 20395
internal_value=-1.18163e-05 -0.00460106 0.00358787 -0.00287554 -0.00764978 -0.000816383 -0.00871274 -0.00432733 -0.000407753 -0.00181194 -0.00757 -0.00453778 -0.00531744 -0.00259893 -0.00323588 -0.00378747 -0.00302398 -0.00637977 -0.000318248 -0.00445619 -0.00379819 -0.00850145 0.00419238 -0.00879629 0.00231249 -0.00447913 -0.00157541 -0.00206596 -0.000838761 -0.00572842
internal_weight=1.32579e+06 582792 743002 372158 210634 89674 144691 157363 85599 214795 88827 20874 65943 140676 111147 135532 97270 49343 74119 64539 75609 67953 653328 65610 25707 62440 59892 53881 32641 38262
internal_count=1325794 582792 743002 372158 210634 89674 144691 157363 85599 214795 88827 20874 65943 140676 111147 135532 97270 49343 74119 64539 75609 67953 653328 65610 25707 62440 59892 53881 32641 38262
cat_boundaries=0 1 2 3 4 5
cat_threshold=96 5891 1792 2272 7568
is_linear=0
shrinkage=0.05


Tree=38
num_leaves=31
num_cat=4
split_feature=93 92 108 136 60 31 52 97 97 36 83 103 76 31 52 136 94 67 16 4 116 134 29 120 104 60 136 136 82 30
split_gain=7906.6 1106.76 714.304 213.678 192.027 175.07 143.394 135.959 128.181 96.7986 93.9085 91.8866 90.9594 83.9432 79.5333 76.947 74.5433 71.991 69.9791 69.6075 69.0501 67.4416 67.616 55.5103 53.0897 52.9524 51.3129 50.6014 67.1003 47.309
threshold=0.56417211890220653 -0.51505056023597706 0.84015536308288585 0 0.32388836145401007 1017.3500061035157 14.414999961853029 -0.81704005599021901 -0.79517772793769825 16.750000000000004 256.19248962402349 0.116762962192297 27.585000038146976 1014.3500061035157 0.70499998331069957 1 0.4331760853528977 4.2249999046325692 15.405000209808351 4.3500001430511483 -0.26722820103168482 1016.9500122070314 1014.0499877929689 0.55191597342491161 -0.69150668382644642 0.52756631374359142 2 3 283.74655151367193 1022.1499938964845
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 1 1 2 2
left_child=1 4 6 9 14 7 15 18 10 -3 26 -7 21 -12 -1 -2 -4 -15 19 -5 -20 22 -9 29 -10 -19 -6 -16 -29 -13
right_child=2 3 16 5 8 11 -8 12 24 -11 13 23 -14 17 27 -17 -18 25 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00036474306469898695 -0.0095861765161159313 -0.0046884455861509449 -0.0014370270213722794 -0.0042760377316123279 -0.0056689201515610129 -0.003321959576217086 0.0015090675479505088 -0.0091959445000550002 -0.010815757656534577 -0.010649262211460921 -0.0090663824979704804 -0.00045138434354873052 -0.0014710758048470081 -0.0077928591707626428 -0.0096619472156288105 -0.0020546906109335525 0.0040237812314873351 -0.0023328391840182865 -0.0082492579974013588 -0.0017801645379754893 0.0020553834910901547 0.0037461016642674643 -0.0048307247201061429 -0.0030170912997594069 -0.0070937497755692875 -0.0072265949166786638 0.0014284951447177544 0.0017462441497485409 -0.0053656704958016778 0.0020300907272254318
leaf_weight=7541 3653 52057 6310 47829 5706 29257 36713 18707 43422 7836 47027 62769 10776 30397 5580 46157 650169 15117 1852 67162 13304 1486 16872 14575 12293 8714 4591 3792 26454 27676
leaf_count=7541 3653 52057 6310 47829 5706 29257 36713 18707 43422 7836 47027 62769 10776 30397 5580 46157 650169 15117 1852 67162 13304 1486 16872 14575 12293 8714 4591 3792 26454 27676
internal_value=-1.12359e-05 -0.00437102 0.00340847 -0.00273179 -0.0072673 -0.00220684 -0.000861859 -0.00323521 -0.00803601 -0.00546741 -0.00705782 -0.000843874 -0.00551448 -0.00752044 -0.00430238 -0.00260938 0.00397129 -0.00617979 -0.00239737 -0.00281829 0.000796199 -0.00669003 -0.0071259 -0.000153516 -0.00999453 -0.00412228 -0.0025086 -0.00528476 -0.00447256 0.000307942
internal_weight=1.32579e+06 582792 743002 372158 210634 312265 86523 177988 167267 59893 111552 134277 47841 101255 43367 49810 656479 54228 130147 114991 15156 37065 35579 105020 55715 23831 10297 35826 30246 90445
internal_count=1325794 582792 743002 372158 210634 312265 86523 177988 167267 59893 111552 134277 47841 101255 43367 49810 656479 54228 130147 114991 15156 37065 35579 105020 55715 23831 10297 35826 30246 90445
cat_boundaries=0 1 2 3 4
cat_threshold=96 96 4336 32
is_linear=0
shrinkage=0.05


Tree=39
num_leaves=31
num_cat=6
split_feature=92 93 111 28 4 136 81 60 31 83 133 136 136 98 136 103 4 16 30 36 4 115 124 60 136 136 87 116 76 16
split_gain=7140.33 940.098 725.128 200.168 177.778 169.127 159.267 150.544 139.485 124.399 149.838 99.5278 99.0465 97.5979 88.4028 83.0159 75.1054 86.54 71.2749 63.9262 62.5225 60.2404 57.3815 56.8297 57.1913 56.2543 54.4359 54.2667 54.1166 53.2355
threshold=0.52666121721267711 -0.43144863843917841 0.96961870789527904 1020.4500122070314 5.3500001430511483 0 288.53276062011724 0.42523461580276495 1015.7500000000001 291.65113830566412 1018.1499938964845 1 2 -0.83145645260810841 3 0.095778632909059538 11.750000000000002 14.039999961853029 1011.4500122070314 16.750000000000004 7.3500001430511483 -0.81408452987670887 0.62249094247818004 0.6679750680923463 4 5 0.86395844817161571 -0.38266885280609125 21.634999275207523 14.039999961853029
decision_type=2 2 2 2 2 1 2 2 2 2 2 1 1 2 1 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2
left_child=1 3 7 4 13 19 14 11 9 -7 16 -2 22 23 -6 -10 17 18 -11 -3 -17 -13 -8 24 -1 -5 -24 -19 -15 -9
right_child=2 5 -4 25 6 8 12 29 15 10 -12 21 -14 28 -16 20 -18 27 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0081569620233795364 -0.01093320365829552 -0.0044875820549213734 0.0038158355905932549 -0.0039295588252406316 -0.0054031629427821904 -0.0016412251497703208 -0.007105441649756291 0.00010226226279765024 -0.0033148578826447867 -0.0095891953665566687 0.0039453787718136514 0.00017403946127182623 -0.0076500931079708763 -0.010062146509444633 0.0022127002652401139 -0.0012292486249748226 0.00074692561376648724 -0.0092507047561953219 -0.0054663702622694543 -0.0096482975957279896 0.0012533930082809534 -0.0038031750797241702 0.0018555570328273052 -0.0099989736052222018 -0.0051585964990861835 0.0029082751852827779 -0.0049239081207099328 0.0010214011183260277 -0.0010656265894600932 0.003231369118269458
leaf_weight=28118 3493 48850 643738 5948 6240 57898 6347 53823 34073 14649 4584 16410 43704 54952 9753 90309 4595 1610 36862 6841 35262 22678 6522 13675 37079 6065 5423 6384 1724 18185
leaf_count=28118 3493 48850 643738 5948 6240 57898 6347 53823 34073 14649 4584 16410 43704 54952 9753 90309 4595 1610 36862 6841 35262 22678 6522 13675 37079 6065 5423 6384 1724 18185
internal_value=-1.06838e-05 -0.00425247 0.00316351 -0.00675815 -0.00711144 -0.00259957 -0.00520948 -0.000501138 -0.0021088 -0.00334844 -0.00478756 -0.00285788 -0.0063571 -0.00820576 -0.000760781 -0.00112602 -0.00541208 -0.00588768 -0.00663884 -0.0051206 -0.00053209 -0.00213291 -0.00326186 -0.00706844 -0.00645377 -0.000478194 -0.0012223 -0.00104741 -0.00978849 0.000892491
internal_weight=1.32579e+06 567467 758327 225550 213537 341917 77989 114589 286226 126582 68684 42581 61996 135548 15993 159644 64100 59505 51511 55691 125571 39088 18292 78872 65197 12013 11945 7994 56676 72008
internal_count=1325794 567467 758327 225550 213537 341917 77989 114589 286226 126582 68684 42581 61996 135548 15993 159644 64100 59505 51511 55691 125571 39088 18292 78872 65197 12013 11945 7994 56676 72008
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=96 96 1424 4256 118 2272
is_linear=0
shrinkage=0.05


Tree=40
num_leaves=31
num_cat=0
split_feature=93 94 108 28 92 4 81 52 98 16 8 87 4 31 30 94 81 134 103 116 40 29 88 67 83 135 31 135 111 67
split_gain=6413.09 924.043 582.27 189.206 177.124 154.465 149.081 116.413 90.3342 86.5856 86.4517 73.9351 72.0802 74.261 71.9842 66.0877 57.6608 86.3678 55.8278 53.2102 52.3374 46.469 45.7942 45.7896 45.0288 52.9534 42.0841 39.9257 45.198 39.1907
threshold=0.56417211890220653 -0.43942187726497645 0.82996642589569103 1019.5499877929689 -1.0000000180025095e-35 5.3500001430511483 288.12115478515631 16.994999885559086 -0.79613247513771046 15.405000209808351 10.550000190734865 0.87012952566146862 8.7500000000000018 1012.5499877929689 1018.4500122070314 0.42966499924659735 288.95115661621099 1017.8500061035157 -0.097995098680257783 -0.64942333102226246 8.3499999046325701 1013.6499938964845 -0.37868009507656092 31.675000190734867 261.70916748046881 1017.0499877929689 1014.7500000000001 1015.6499938964845 0.19003909826278689 2.0649999380111699
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 12 8 18 20 22 10 14 19 13 24 16 -4 -6 21 -7 -8 26 23 29 -18 -3 -26 27 28 -2 -1
right_child=2 4 15 -5 9 6 11 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0080468890780332585 7.994750735693866e-05 -0.0032543871542683347 -0.0013509607419383918 -0.0014568155302425135 -0.0020168779077148918 -0.0035284538783619465 -0.0080826577668094406 0.0015119754584644307 -0.0096931221732608815 0.00078852660565146854 7.8319078224634805e-06 -0.0081109214446623279 -0.0011601454539287282 -0.0036867530308638042 -0.0012357852753148964 0.0036407547668040373 -0.0061312178013298822 0.0036665718718539506 0.0024538184753157858 -0.0034892344663264106 -0.0088120628217826843 -0.0039569002012516934 -0.0083986767448178158 -0.013472606980175883 -0.0090066008329781639 0.0017894747412662221 -0.0007054987997330602 0.0056432355785370116 -0.0056583268290925585 -0.0050638207276969757
leaf_weight=16054 4555 6214 6699 17580 40231 8351 8383 33073 46018 34266 44568 27737 20517 80753 65669 650612 13235 2985 7317 25430 2898 30018 32633 2530 15762 1224 29519 1081 13914 35045
leaf_count=16054 4555 6214 6699 17580 40231 8351 8383 33073 46018 34266 44568 27737 20517 80753 65669 650612 13235 2985 7317 25430 2898 30018 32633 2530 15762 1224 29519 1081 13914 35045
internal_value=4.66435e-06 -0.00392238 0.0030862 -0.00643676 -0.00234517 -0.00685976 -0.00508913 -0.000806948 -0.00791351 -0.00153314 -0.00193244 -0.00619758 -0.00386851 -0.00440306 -0.00249153 0.00358988 -0.00341809 -0.00457402 -0.000734716 -0.00462805 -0.00228276 -0.0051113 -0.00693547 -0.00730938 -0.00689631 -0.00822864 -0.00189715 -0.00369644 -0.0042431 -0.00600102
internal_weight=1.32487e+06 582520 742351 224548 357972 206968 77218 85040 129750 233502 199236 61550 124470 103953 154668 657311 88999 48768 15668 33813 51967 45783 83732 15765 23200 16986 49069 19550 18469 51099
internal_count=1324871 582520 742351 224548 357972 206968 77218 85040 129750 233502 199236 61550 124470 103953 154668 657311 88999 48768 15668 33813 51967 45783 83732 15765 23200 16986 49069 19550 18469 51099
is_linear=0
shrinkage=0.05


Tree=41
num_leaves=31
num_cat=4
split_feature=93 94 108 112 95 52 105 136 30 8 136 132 30 83 28 28 136 67 124 79 136 16 87 4 54 133 94 8 54 4
split_gain=5795.84 746.7 638.234 171.48 144.251 127.603 115.048 112.239 98.7533 72.249 68.9004 68.0302 61.1399 66.402 59.8494 56.6526 54.3845 53.8824 53.6422 51.6182 48.2774 48.0129 47.865 42.9366 42.5203 42.0195 41.4097 41.2713 39.7059 39.1076
threshold=0.49791242182254797 -0.46635219454765314 0.88286051154136669 -0.86159634590148915 0.056763339787721641 7.1949999332427987 -0.52417379617691029 0 1014.6499938964845 6.1499998569488534 1 1017.0499877929689 1014.1499938964845 259.84182739257818 1022.3500061035157 1017.3500061035157 2 2.0149999856948857 -1.0000000180025095e-35 16.945000648498539 3 13.344999790191652 0.86395844817161571 6.4500000476837167 1.9650000333786013 1016.7500000000001 0.49385343492031103 13.550000190734865 1.1349999904632571 8.6500000953674334
decision_type=2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 12 10 8 -1 11 15 -2 29 13 -3 16 21 -10 -9 -7 23 -14 -6 -11 -12 -18 -15 -4 -21 -8 -5
right_child=2 4 26 6 9 18 28 17 14 22 19 -13 20 25 -16 -17 24 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00090726171883406836 -0.0088961047020789229 -0.0021526690577584151 -0.00077027475508410987 -0.0092728517654930617 -0.0049731000891079374 -0.0027142169640247682 0.0040620336624887544 -0.0078239575696147073 -0.0033646812615239345 6.6715882406872724e-05 -0.0023496424347741306 0.0012839069579995027 -0.0012518866687676053 -0.006589747193931822 0.0020012164455052517 -0.0014203897816172954 -0.0049734653978565618 -0.0040798749845209143 0.0013347129872579363 -0.0056166227408539051 -0.0037180476775829289 -0.0014668031995880141 -0.0023566335477926284 0.0016344476478339046 -0.0079805543195346461 0.0014006227196533647 0.0034629849450996462 0.00028173388572554797 -0.0035678104039089734 -0.0056324359689288216
leaf_weight=20441 3922 14115 5829 66944 30103 9450 2124 15057 12735 72611 16070 1686 30415 34006 2238 53331 17364 26560 60880 12471 57278 14450 28325 11676 36396 1729 645836 3891 8647 8291
leaf_count=20441 3922 14115 5829 66944 30103 9450 2124 15057 12735 72611 16070 1686 30415 34006 2238 53331 17364 26560 60880 12471 57278 14450 28325 11676 36396 1729 645836 3891 8647 8291
internal_value=4.4311e-06 -0.00389147 0.00281164 -0.00616736 -0.00241317 -0.000566028 -0.00704966 -0.00394343 -0.0074184 -0.00155195 -0.00255264 -0.00864908 -0.00365807 -0.00505625 -0.00604111 -0.00251983 -0.00631179 -0.00543318 0.000790672 -0.00198612 -0.00286326 -0.00383589 -0.000613333 -0.000673068 -0.00700799 -0.00620314 0.00342512 -0.00421395 -0.00206323 -0.00887167
internal_weight=1.32487e+06 554846 770025 218483 336363 118360 156425 62058 145654 198820 48030 76921 137543 49850 68733 97884 66495 41617 70330 44108 87693 44553 100936 27746 53760 35735 651665 16362 10771 75235
internal_count=1324871 554846 770025 218483 336363 118360 156425 62058 145654 198820 48030 76921 137543 49850 68733 97884 66495 41617 70330 44108 87693 44553 100936 27746 53760 35735 651665 16362 10771 75235
cat_boundaries=0 1 2 3 4
cat_threshold=3842 96 3328 7425
is_linear=0
shrinkage=0.05


Tree=42
num_leaves=31
num_cat=0
split_feature=92 95 109 113 4 60 31 132 111 67 103 30 87 31 52 4 53 28 87 22 76 76 52 30 20 4 96 12 111 54
split_gain=5245.96 793.144 394.812 230.397 134.442 126.588 119.13 95.2288 106.899 82.7431 79.7637 77.6271 72.7248 66.1284 64.0321 60.0247 56.8541 73.523 55.1094 60.3292 54.975 54.5767 54.5627 52.9737 49.945 48.786 47.2277 45.9957 44.5169 44.3649
threshold=0.60904276371002208 -0.12695701420307157 0.92372754216194164 -0.8338540494441985 7.7500000000000009 0.42104685306549078 1015.5499877929689 1017.7500000000001 0.38715738058090216 2.1149998903274541 0.13237363100051883 1015.6499938964845 0.87012952566146862 1011.4500122070314 0.14500000327825549 8.9499998092651385 0.30500000715255743 1015.8500061035157 0.86218515038490307 7.4449999332427987 10.965000152587892 29.404999732971195 13.135000228881838 1020.9500122070314 7.2950000762939462 9.5500001907348651 -0.81140854954719532 2.435000061988831 -0.14721403270959851 1.1050000190734866
decision_type=2 2 2 2 2 2 2 2 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 9 11 16 7 8 20 14 -8 21 29 22 -1 23 -2 -18 19 -11 -3 26 24 27 -10 -15 -5 -12 -9 -6
right_child=2 6 -4 4 12 -7 10 28 13 18 15 -13 -14 25 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011311804396971765 0.0013623548369171305 -0.0032095706847557188 0.0032740793709643808 -0.0071247206183869191 0.0035735065847624019 0.0013167483663407871 -0.0029639155016073487 -0.0071639116809545274 -0.0069813323512720989 -0.00078018873448427355 -0.002425814812758777 -0.0055811171660560283 -0.0061774129129443167 -0.004414332850276397 -0.0064200388751623821 0.0017609528406961495 -0.0061089398815648999 -0.00099614247327260578 -0.0050508417009632227 -0.0039350862595258877 8.9395941864956491e-05 0.0018145551291953743 -0.0026578631118194373 0.00046154176489368809 -0.013837575222762903 -0.00026549467855490011 -0.0094531021754088469 0.00029810387556180446 0.0035554018907252116 -0.0027963771525148671
leaf_weight=3090 6905 25491 645875 44190 3310 44207 38106 1113 10377 37299 55761 45796 17156 36666 30696 26419 14920 13299 20439 25521 25027 1362 5021 46909 3570 8783 42942 21463 7464 15694
leaf_count=3090 6905 25491 645875 44190 3310 44207 38106 1113 10377 37299 55761 45796 17156 36666 30696 26419 14920 13299 20439 25521 25027 1362 5021 46909 3570 8783 42942 21463 7464 15694
internal_value=4.20287e-06 -0.00345576 0.00286521 -0.0053506 -0.00652353 -0.000463583 -0.0017107 -0.00291787 -0.00329713 -0.0036425 -0.000920383 -0.0072522 -0.00381742 -0.0046475 -0.00572942 -0.000403147 -0.00270431 -0.00369939 -0.00279563 -0.00206188 -0.00157524 -0.00811699 -0.0071273 -0.000863728 -0.00873632 -0.00361257 -0.00827224 -0.00166875 0.0021644 -0.00168691
internal_weight=1.32487e+06 599665 725206 287495 170450 79331 312170 123512 114935 117045 188658 134290 36160 64417 33786 150552 35124 28219 83259 62820 50518 88494 18968 124133 13947 45449 87132 77224 8577 19004
internal_count=1324871 599665 725206 287495 170450 79331 312170 123512 114935 117045 188658 134290 36160 64417 33786 150552 35124 28219 83259 62820 50518 88494 18968 124133 13947 45449 87132 77224 8577 19004
is_linear=0
shrinkage=0.05


Tree=43
num_leaves=31
num_cat=6
split_feature=94 92 108 52 136 31 118 67 108 136 52 20 39 136 8 134 103 87 31 127 4 136 75 53 67 136 136 95 28 67
split_gain=4751.82 615.761 558.219 147.822 129.8 106.537 112.248 105.835 125.28 134.329 105.794 77.5909 74.5989 74.4833 67.5397 67.4999 65.9107 62.8269 57.4896 57.998 51.8611 49.6461 47.5686 47.3558 45.3601 42.147 40.9551 39.6027 39.4237 38.2775
threshold=0.47681897878646856 -0.51505056023597706 0.82485666871070873 1.3049999475479128 0 1014.8500061035157 0.53727915883064281 1.9249999523162844 0.1348037198185921 1 38.795000076293952 6.8550000190734872 16.849999427795414 2 12.250000000000002 1016.8500061035157 0.078635100275278105 0.88297060132026683 1015.7500000000001 0.35019405186176306 7.5499999523162851 3 0.86495244503021251 4.1749999523162851 36.594999313354499 4 5 0.35901103913784033 1021.9500122070314 6.7249999046325692
decision_type=2 2 2 2 1 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 1 2 2 2
left_child=1 3 10 14 12 6 -6 -5 9 -9 13 17 -3 -2 21 22 -7 29 19 -15 26 -1 -8 -13 -21 -20 -18 -4 -28 -10
right_child=2 4 27 7 5 16 15 8 11 -11 -12 23 -14 18 -16 -17 20 -19 25 24 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0048420412649146866 -0.010228914365440033 -0.0037183716679407399 -0.0004457119595043101 -0.0084086918340534941 -0.001871566023384588 -0.0028556368794431684 -0.0049653828808828649 0.0034729874587163564 -0.0050547864063611204 -0.0050818503063835979 0.0022183630831946921 -0.005890075961451989 -0.0090910729913919446 -0.00046420062642501912 0.004596303516739733 0.0038053317042281449 0.00073236483417060997 -0.0077408953012977249 0.0011759830149840529 -0.0032935956909217004 0.0010626178485415672 -0.0010260099116784496 -0.009923911234170614 -0.009064323829902363 -0.0093222852899723825 -0.0017324926257866636 -0.0023983040199432246 0.0031195647185450993 0.00021508292994984677 -0.0017339573995371095
leaf_weight=25289 2334 50717 7883 46005 69780 38662 28924 7235 25464 12513 25288 20055 7404 17605 2722 1933 22649 14946 28786 18799 37605 12883 5808 28373 3741 21941 53930 652731 19703 13163
leaf_count=25289 2334 50717 7883 46005 69780 38662 28924 7235 25464 12513 25288 20055 7404 17605 2722 1933 22649 14946 28786 18799 37605 12883 5808 28373 3741 21941 53930 652731 19703 13163
internal_value=3.99264e-06 -0.00357376 0.0025102 -0.00570855 -0.00225249 -0.00180446 -0.00304851 -0.00636564 -0.00559364 -0.00194846 -0.000649891 -0.00629937 -0.00440204 -0.00142809 -0.00301306 -0.00528845 -0.00103711 -0.00498823 -0.00120078 -0.0026146 -0.000511987 -0.00355567 -0.00579456 -0.0077498 -0.00429419 -8.21326e-05 -0.00112698 0.00307702 -0.00169877 -0.00392314
internal_weight=1.32487e+06 545763 779108 208648 337115 278994 106445 167754 121749 19748 118494 102001 58121 93206 40894 36665 172549 53573 90872 40145 133887 38172 34732 48428 22540 50727 96282 660614 73633 38627
internal_count=1324871 545763 779108 208648 337115 278994 106445 167754 121749 19748 118494 102001 58121 93206 40894 36665 172549 53573 90872 40145 133887 38172 34732 48428 22540 50727 96282 660614 73633 38627
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=96 2823 32 740 5393 5376
is_linear=0
shrinkage=0.05


Tree=44
num_leaves=31
num_cat=5
split_feature=93 94 108 31 92 52 67 82 4 87 113 132 17 16 31 8 136 79 124 30 136 87 136 4 136 54 136 52 4 8
split_gain=4296.3 543.714 494.432 139.196 131.418 101.149 92.7512 80.3502 67.0811 74.6277 66.5532 65.7059 63.3449 63.3352 59.8108 57.5984 56.9999 50.2104 48.7875 47.8959 57.7658 58.6384 47.2071 46.307 46.1933 43.9453 42.2558 41.1454 40.2445 37.0733
threshold=0.47400780022144323 -0.56846028566360463 0.88286051154136669 1014.6499938964845 -1.0000000180025095e-35 7.1949999332427987 1.9249999523162844 239.53665161132815 4.2500000000000009 0.8547179400920869 -0.8338540494441985 1016.8500061035157 11.775000095367433 15.405000209808351 1013.9500122070314 13.949999809265138 0 16.775000572204593 -1.0000000180025095e-35 1019.0499877929689 1 0.8468727469444276 2 7.5499999523162851 3 2.0449999570846562 4 1.4049999713897707 5.0499999523162851 13.650000095367433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 1 2 1 2 2 2
left_child=1 3 5 7 8 16 26 -1 14 12 22 23 -10 15 -3 19 -2 28 -7 20 21 -6 -8 -9 -16 -12 -5 -11 -18 -19
right_child=2 4 -4 6 13 18 10 11 9 27 25 -13 -14 -15 24 -17 17 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011880328591080238 -0.0099956983078933401 -0.0066547627443680384 0.0029398049018388556 -0.00037596027853593645 -0.0024971965176933016 -0.002431658573526826 0.0015288994297356798 -0.0077959788996982086 0.00059903579020212979 -0.0016167488640199284 -0.0012576703368643632 0.00081655336497543423 -0.0031572170791521049 0.00075141147375112698 -0.0015834373948263208 0.0014773431206767573 -0.00261891464957777 -0.0051430736537390227 0.001186284352359562 -0.00085729530046831114 -0.0015383846244291137 -0.0060221836401448733 -0.0030561445307848998 -0.0047592512498369896 -0.0048550217466499729 -0.0051350833524090936 -0.0068272954045789647 -0.0055976616168476401 0.0010381856476576517 0.00025596774918783851
leaf_weight=6092 2227 22190 652214 2788 29735 10832 11036 80041 25096 9605 9618 2548 20305 29369 18711 12755 13564 13987 66669 57788 55127 19558 11408 14889 25583 30419 29693 20019 16890 4115
leaf_count=6092 2227 22190 652214 2788 29735 10832 11036 80041 25096 9605 9618 2548 20305 29369 18711 12755 13564 13987 66669 57788 55127 19558 11408 14889 25583 30419 29693 20019 16890 4115
internal_value=3.78637e-06 -0.00340554 0.00238168 -0.00549113 -0.00220829 -0.000455884 -0.00410849 -0.00675886 -0.0033795 -0.00235471 -0.00298182 -0.00710702 -0.0010809 -0.00139718 -0.00453594 -0.00175783 -0.00219032 -0.0018299 0.000680619 -0.00201223 -0.00265139 -0.00389502 -0.000802301 -0.00731969 -0.00347447 -0.00420362 -0.00627576 -0.00430693 -0.000590661 -0.00391575
internal_weight=1.32487e+06 544373 780498 198532 345841 128284 94962 103570 141509 75025 62481 97478 45401 204332 66484 174963 50783 48556 77501 162208 104420 49293 22444 94930 44294 40037 32481 29624 30454 18102
internal_count=1324871 544373 780498 198532 345841 128284 94962 103570 141509 75025 62481 97478 45401 204332 66484 174963 50783 48556 77501 162208 104420 49293 22444 94930 44294 40037 32481 29624 30454 18102
cat_boundaries=0 1 2 3 4 5
cat_threshold=32 615 5891 7937 2304
is_linear=0
shrinkage=0.05


Tree=45
num_leaves=31
num_cat=6
split_feature=95 92 93 31 8 136 114 99 136 4 31 52 136 8 136 53 94 52 79 66 16 83 31 31 83 136 108 39 60 136
split_gain=3881.36 502.286 482.518 149.74 118.481 110.666 103.175 94.3089 87.6463 83.6768 74.0215 67.0358 66.4774 63.0131 61.7946 55.3835 52.3632 51.3778 49.3501 45.5278 43.7384 42.9417 43.068 42.361 41.6615 36.0366 35.0505 34.1266 33.6003 33.1063
threshold=0.44313676655292517 0.69349864125251781 -0.46001733839511866 1019.7500000000001 12.449999809265138 0 -0.85260769724845875 -0.76277977228164662 1 4.5499999523162851 1020.3500061035157 43.625000000000007 2 14.650000095367433 3 5.4049999713897714 0.28227639198303228 7.4049999713897714 12.765000343322756 32.905000686645515 15.405000209808351 271.16552734375006 1014.0499877929689 1015.2500000000001 237.05650329589847 4 -0.66639938950538624 11.949999809265138 0.59747603535652172 5
decision_type=2 2 2 2 2 1 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1
left_child=2 10 3 4 6 17 8 9 -1 20 11 13 -5 19 26 28 -3 23 -11 25 -7 -10 -23 24 -4 -2 -8 -27 -16 -9
right_child=1 16 5 12 -6 7 14 29 21 18 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0058448203841501359 -0.0081835978570693971 -0.0020116305061207199 0.0016342285149382946 0.0046655223523081419 -0.00043984116318907288 -0.0026979684921739928 -0.0011587580123104486 -0.0068413725926784507 0.0019476401856522744 0.0005714696402661911 0.001446426273220554 0.0018618894963821284 -0.0025516077074107663 0.0034148798224948301 -0.0039858491081019055 -0.007542205373011957 0.0027970350526093143 -0.0023575912577276609 -0.0015184372973587417 -0.0051543413536774968 0.00030417413932447773 -0.00542653253803424 -0.00079092537635127929 -0.0037497147797047273 -0.0080781615712188243 -0.0036738994401639032 -0.0077369866912634774 -0.00090258011817200717 -0.0086462151478341864 -0.003155404793640312
leaf_weight=28548 2108 5710 1205 4682 11028 84116 2087 7974 5833 68913 30564 13624 9962 5166 41042 20786 663984 29780 47868 11744 14177 9279 10892 21171 13191 14490 68116 47603 4270 26123
leaf_count=28548 2108 5710 1205 4682 11028 84116 2087 7974 5833 68913 30564 13624 9962 5166 41042 20786 663984 29780 47868 11744 14177 9279 10892 21171 13191 14490 68116 47603 4270 26123
internal_value=1.51897e-06 0.00221241 -0.00330828 -0.00512476 -0.00547889 -0.00205775 -0.00577006 -0.00157723 -0.00393246 -0.00118998 -0.000693138 -0.00138342 -0.000242693 -0.00192852 -0.00650553 -0.00540447 0.00275604 -0.00388916 -0.000285174 -0.002292 -0.00226496 -0.00183005 -0.00292338 -0.00517263 -0.0072652 -0.0017684 -0.00754035 -0.00154904 -0.00442502 -0.00402035
internal_weight=1.32604e+06 794993 531043 216525 201881 314518 190853 249171 54552 215074 125299 94735 14644 81111 136301 66098 669694 65347 116781 75945 98293 26004 20171 35567 14396 64201 70203 62093 45312 34097
internal_count=1326036 794993 531043 216525 201881 314518 190853 249171 54552 215074 125299 94735 14644 81111 136301 66098 669694 65347 116781 75945 98293 26004 20171 35567 14396 64201 70203 62093 45312 34097
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=100 244 5889 614 32 4610
is_linear=0
shrinkage=0.05


Tree=46
num_leaves=31
num_cat=4
split_feature=92 95 109 112 52 31 136 8 132 111 136 67 20 136 136 56 124 8 67 87 115 98 87 8 31 12 31 8 52 111
split_gain=3511.18 439.207 401.087 153.788 105.757 103.266 95.993 91.8646 89.3256 110.936 80.0241 72.7499 74.9595 70.5638 59.8642 55.2786 52.8969 51.073 48.8021 48.0219 46.0873 45.1032 44.4644 39.5937 38.676 41.51 34.8486 34.6387 34.3721 33.5198
threshold=0.47481402754783636 -0.38361859321594233 0.93705546855926525 -0.8703225553035735 5.2550001144409189 1013.9500122070314 0 13.34999990463257 1017.8500061035157 -0.018619078211486336 1 1.5549999475479128 6.2550001144409189 2 3 197.81071472167972 -0.11319890245795249 6.0499999523162851 8.305000305175783 0.87828078866004955 -0.81408452987670887 -0.8373466134071349 0.83569154143333446 9.5500001907348651 1020.9500122070314 2.5049999952316289 1019.0499877929689 8.1500000953674334 5.2550001144409189 -0.21670967340469358
decision_type=2 2 2 2 2 2 1 2 2 2 1 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 13 8 -1 11 9 -3 24 -5 19 -2 -11 28 -6 -16 -12 -13 27 -17 -19 -8 25 -7 -22 -15 -14 -10
right_child=2 5 -4 7 16 10 23 -9 29 14 18 12 15 20 17 21 -18 22 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.110620375474746e-05 -0.0063180952266938487 -0.0011071539503007188 0.0026651315745081306 -0.0077099849849723151 -0.0027035531835113719 -0.003675081213296183 -0.0046542183951992881 -7.5874599599567072e-05 -0.0063592515435964836 -0.002553949173304339 -0.0014871419000078631 -0.002408419746554914 -0.0063810391777808966 -0.0013810099838049922 -0.0079088022018010875 -0.003595042776666646 0.0012431283861740802 -0.0010119877565728092 0.00057287880060974611 -0.0060231483968179768 -0.0036180097463737329 -0.006717510445661868 -0.0058509908932530171 -0.00039584640806104111 -0.00092190955527754427 -0.00087283354141087224 0.0010007372389266504 0.00301273481346593 -0.0099177259439911306 0.0035268730363431631
leaf_weight=22061 8366 28388 647739 38552 9631 51704 38513 7270 997 18666 52882 29400 15763 9834 18634 23895 71660 6858 63001 13365 20166 22413 15424 6360 35071 17753 5121 8248 12177 6124
leaf_count=22061 8366 28388 647739 38552 9631 51704 38513 7270 997 18666 52882 29400 15763 9834 18634 23895 71660 6858 63001 13365 20166 22413 15424 6360 35071 17753 5121 8248 12177 6124
internal_value=1.43479e-06 -0.0030773 0.00215156 -0.00474016 -0.000349131 -0.0018663 -0.00272255 -0.0055695 -0.0032435 -0.0036795 -0.00127215 -0.00582623 -0.0052056 -0.00211633 -0.00490511 -0.00616603 0.000775543 -0.00597563 -0.000367159 -0.0035381 -0.00130404 -0.00510631 -0.00436163 -0.00404976 -0.00227519 -0.00295884 -0.00268264 0.000623171 -0.00792242 0.00214273
internal_weight=1.32604e+06 545271 780765 229769 133026 315502 66934 162835 95091 87970 220411 155565 117013 51735 59582 74248 81291 40916 115883 42765 43369 46308 22282 44873 104528 69457 25287 18082 27940 7121
internal_count=1326036 545271 780765 229769 133026 315502 66934 162835 95091 87970 220411 155565 117013 51735 59582 74248 81291 40916 115883 42765 43369 46308 22282 44873 104528 69457 25287 18082 27940 7121
cat_boundaries=0 1 2 3 4
cat_threshold=3842 740 4194 6288
is_linear=0
shrinkage=0.05


Tree=47
num_leaves=31
num_cat=6
split_feature=95 92 94 99 111 136 31 136 30 111 134 4 31 120 67 136 54 16 31 8 127 30 136 66 105 136 54 17 134 136
split_gain=3179.91 405.976 395.237 129.079 121.82 94.9302 88.4048 75.4435 74.5351 91.4778 73.274 74.0745 64.8288 58.7291 55.4802 53.8888 53.2039 50.3838 57.0246 46.9851 49.6306 46.519 45.9947 45.139 44.0369 41.1014 39.4817 37.7716 36.9357 33.8135
threshold=0.44313676655292517 0.69349864125251781 -0.49120213091373438 -0.77044859528541554 -0.24389959126710889 0 1014.6499938964845 1 1016.5499877929689 0.47913892567157751 1017.6499938964845 11.449999809265138 1016.9500122070314 0.14780378341674807 1.7549999952316286 2 2.7649999856948857 14.039999961853029 1010.7500000000001 15.550000190734865 0.35019405186176306 1011.4500122070314 3 0.95499998331069957 -0.6734030246734618 4 0.65500000119209301 13.344999790191652 1018.8500061035157 5
decision_type=2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2 2 1
left_child=2 12 3 4 7 23 22 -1 9 -7 11 15 19 -10 -8 17 25 18 -11 20 -2 -22 -6 -4 27 -16 -5 -3 -28 -14
right_child=1 24 5 26 6 8 14 -9 13 10 -12 -13 29 -15 16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0025147766690984154 -0.00037038840582194113 -0.0016217110912658931 -0.0080750874065549146 -0.0012776031988124968 -0.0038322962913303117 -0.0010602824434379804 -0.0054209494555368387 0.0053879155619607167 4.1170255515036911e-05 -0.010955077371067136 0.0034932065498000306 0.0011758665377817126 -0.0021757666447759778 -0.002457349026395694 -0.0024332601187580191 -0.0026176403976400408 -0.0035749256313954204 -0.001164022026198042 -0.005496603838407263 0.0043701219212741518 -0.0075076069126628203 -0.0024730390842033195 -0.0065828917579932814 -0.0032804149241144284 0.0025547353004619269 0.0019296700717293545 -0.006892681543963811 0.0037715251251368661 0.017785563571784509 0.0010562680876781978
leaf_weight=6953 25985 11496 5429 3378 23896 72781 18022 5324 92652 5996 3417 6162 9582 31521 11071 21317 29489 4979 23686 3014 5433 29509 42344 51228 653674 10516 60730 4524 152 51776
leaf_count=6953 25985 11496 5429 3378 23896 72781 18022 5324 92652 5996 3417 6162 9582 31521 11071 21317 29489 4979 23686 3014 5433 29509 42344 51228 653674 10516 60730 4524 152 51776
internal_value=1.35968e-06 0.00200253 -0.00299447 -0.00466866 -0.00385439 -0.00188308 -0.00428701 0.000914617 -0.00148229 -0.00228056 -0.0036353 -0.00402729 -0.000609652 -0.000593073 -0.00303581 -0.00460004 -0.00219422 -0.00581682 -0.00659926 -0.00172376 -0.00202522 -0.00325585 -0.00559219 -0.00373919 0.00249126 -0.000308114 -0.00653914 -9.86773e-05 -0.00683107 0.000551353
internal_weight=1.32604e+06 794993 531043 211875 147615 319168 135338 12277 262511 138338 65557 62140 125299 124173 69098 55978 51076 34661 29682 63941 60927 34942 66240 56657 669694 21587 64260 16020 60882 61358
internal_count=1326036 794993 531043 211875 147615 319168 135338 12277 262511 138338 65557 62140 125299 124173 69098 55978 51076 34661 29682 63941 60927 34942 66240 56657 669694 21587 64260 16020 60882 61358
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=96 2224 775 7554 244 2272
is_linear=0
shrinkage=0.05


Tree=48
num_leaves=31
num_cat=4
split_feature=94 95 108 4 87 29 136 71 16 98 136 116 136 98 0 83 82 14 12 54 8 0 30 89 4 79 95 132 8 136
split_gain=2883.08 392.56 319.469 148.783 137.576 119.721 95.4952 75.0732 72.6285 72.4692 66.3495 62.8318 61.7414 57.2978 54.8986 54.0531 48.9957 45.3057 44.6602 44.3371 43.3772 43.049 42.5137 38.8749 38.2265 46.1321 37.9103 36.9813 35.0923 33.9717
threshold=0.49385343492031103 -0.78614637255668629 0.80311867594718944 4.5499999523162851 0.86274090409278881 1017.6499938964845 0 277.67358398437506 13.344999790191652 -0.86653438210487355 1 -0.026175950653851029 2 -0.83539247512817372 240.50000000000003 272.80500793457037 248.5385665893555 1.3750000000000002 2.0249999761581425 1.1349999904632571 12.750000000000002 91.500000000000014 1021.3500061035157 -0.3799570351839065 5.9500000476837167 14.525000095367433 0.28664533793926245 1016.9500122070314 15.449999809265138 3
decision_type=2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=1 6 8 5 7 9 14 -5 24 18 -7 -10 22 16 15 -1 -8 -16 29 -9 -19 -11 -6 -18 -2 -26 -4 -17 -27 -3
right_child=2 3 26 4 12 10 13 19 11 21 -12 -13 -14 -15 17 27 23 20 -20 -21 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.00028718253442245917 -0.0026362342421405362 -0.0023879047871981809 -0.0010499236582534703 -0.0016795805356343487 -0.0054605638282535576 -0.0029163803161965799 0.0019266415834409739 0.004237164641736779 -0.0062052665755815868 -0.0034248145002939733 -3.4229725736226899e-05 0.0019282659367915057 -0.0016857013623726104 -0.0071407690508168481 0.0015808798182077343 -0.0069007965940743711 -0.0038480379237238894 -0.0041336860716484547 -0.00089749170056247971 0.00033886174077818443 0.0051220328412195058 -0.0069086117920229978 0.0008106641925598112 -0.0064448816082243749 0.0017729718802066341 -0.0025130695116666003 0.0024245063441499185 0.0059184179298654663 0.0037158197158703369 -0.0048476069228328544
leaf_weight=3892 35233 25144 7946 53370 24088 39998 2607 7982 2564 13403 39877 32117 41429 44631 8756 13534 30359 11271 17787 84601 1426 26204 3044 27436 15273 19661 657266 587 2555 31995
leaf_count=3892 35233 25144 7946 53370 24088 39998 2607 7982 2564 13403 39877 32117 41429 44631 8756 13534 30359 11271 17787 84601 1426 26204 3044 27436 15273 19661 657266 587 2555 31995
internal_value=1.28731e-06 -0.00275341 0.00197447 -0.00196181 -0.00105387 -0.00296365 -0.00499359 -0.00018602 -0.000555846 -0.00399983 -0.00147786 0.00132695 -0.00290136 -0.00578164 -0.00289412 -0.00492997 -0.00477835 -0.00118606 -0.0030854 0.000674952 -0.00309418 -0.0057297 -0.00475523 -0.00508079 -0.00145375 -0.000342419 0.002383 -0.00636791 -0.0017967 -0.00376648
internal_weight=1.32604e+06 553421 772615 408922 214514 194408 144499 145953 107403 114533 79875 34681 68561 105033 39466 18013 60402 21453 74926 92583 12697 39607 27132 57795 72722 37489 665212 14121 22216 57139
internal_count=1326036 553421 772615 408922 214514 194408 144499 145953 107403 114533 79875 34681 68561 105033 39466 18013 60402 21453 74926 92583 12697 39607 27132 57795 72722 37489 665212 14121 22216 57139
cat_boundaries=0 1 2 3 4
cat_threshold=3472 2276 582 7936
is_linear=0
shrinkage=0.05


Tree=49
num_leaves=31
num_cat=6
split_feature=95 92 92 67 87 4 136 52 31 136 8 31 28 52 54 97 107 3 29 136 136 134 136 94 8 136 54 0 87 135
split_gain=2604.73 370.276 315.585 175.415 132.13 119.065 89.4812 80.5704 72.2123 60.2918 59.9723 59.3673 55.8077 49.7888 47.8822 47.5835 46.8181 45.8709 50.9848 45.4426 43.7982 43.5989 42.8506 41.6212 37.5611 35.6539 34.7197 33.9341 30.9263 29.3087
threshold=0.39666774868965154 0.68622452020645153 -0.90064695477485646 1.7549999952316286 0.86559224128723156 5.9500000476837167 0 3.7250000238418584 1013.5499877929689 1 9.8499999046325701 1019.5499877929689 1018.3500061035157 0.064999999478459372 9.9749999046325701 -0.88408565521240223 -0.5038832128047942 253.50000000000003 1014.1499938964845 2 3 1016.2500000000001 4 -0.04992378503084182 16.750000000000004 5 2.685000061988831 232.50000000000003 0.83847728371620189 1019.6499938964845
decision_type=2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 1 2 1 2 2 1 2 2 2 2
left_child=2 10 7 6 5 12 13 9 16 27 11 17 15 -4 28 19 25 -2 -19 -5 -10 -17 26 -3 -8 29 -14 -1 -7 -6
right_child=1 23 3 4 8 14 24 -9 20 -11 -12 -13 22 -15 -16 21 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0043615422450834765 -0.00057698385883511564 -0.0029982943211602697 0.0035014398053768905 -0.0032617002318167821 -0.0081106678841803472 0.0021500951083379773 -0.0056871703617506035 -0.0069884395885212672 -0.003982883771822327 -0.0051064471463477066 0.0010861396445098392 0.00056909496466194529 0.0053705492996642609 -0.0028362374185391184 -0.00097669727318857539 -0.0045616408672700367 0.00049832719845238269 -0.0056895605971427586 -0.0018701559465584485 -0.00057781345584379353 -0.0010898242893213675 0.0051805795338582018 -0.0019698456288586965 0.0022735603293219339 0.0085732932080138258 -0.0043367108684265899 1.2864393867717772e-05 0.00040569790875992755 -0.00047130069667242636 0.0099375352461712543
leaf_weight=6139 31321 3765 3898 31131 12690 34822 50683 42228 21807 41442 40232 32801 3469 15117 41701 32864 3290 13096 26254 31987 32741 1190 33820 668985 466 18157 23565 9524 16622 229
leaf_count=6139 31321 3765 3898 31131 12690 34822 50683 42228 21807 41442 40232 32801 3469 15117 41701 32864 3290 13096 26254 31987 32741 1190 33820 668985 466 18157 23565 9524 16622 229
internal_value=1.21842e-06 0.00175193 -0.00280378 -0.00219151 -0.00172189 -0.00113552 -0.00446774 -0.00533249 -0.00337834 -0.00410794 -0.000551946 -0.00118887 -0.0019713 -0.00153623 0.000282435 -0.00271487 -0.00517355 -0.0020048 -0.00314128 -0.00190217 -0.00224733 -0.0042212 -0.000783947 0.00224406 -0.00555616 -0.00577403 0.000700103 -0.00146185 0.0013031 -0.00778472
internal_weight=1.32604e+06 816454 509582 410249 340085 251171 70164 99333 88914 57105 143704 103472 158026 19015 93145 97172 34366 70671 39350 63118 54548 34054 60854 672750 51149 31076 27034 15663 51444 12919
internal_count=1326036 816454 509582 410249 340085 251171 70164 99333 88914 57105 143704 103472 158026 19015 93145 97172 34366 70671 39350 63118 54548 34054 60854 672750 51149 31076 27034 15663 51444 12919
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=3096 7554 246 610 5891 614
is_linear=0
shrinkage=0.05


Tree=50
num_leaves=31
num_cat=6
split_feature=94 114 108 8 136 28 82 136 4 29 16 0 134 116 88 136 136 54 32 31 116 16 97 3 28 136 87 18 88 136
split_gain=2391 315.459 273.008 164.191 142.189 132.073 120.806 115.169 80.1747 67.91 66.094 60.0042 59.7541 54.3845 50.4995 43.4715 41.886 38.3677 35.9547 34.9456 34.5434 36.832 33.0703 32.5584 32.4086 40.9692 31.2545 30.2358 29.9996 29.6545
threshold=0.44876569509506231 -0.84335932135581959 0.78079733252525341 13.550000190734865 0 1020.5499877929689 222.63143157958987 1 4.3500001430511483 1014.3500061035157 13.344999790191652 171.50000000000003 1016.9500122070314 -0.16504132002592084 -0.67659214138984669 2 3 1.8450000286102297 18.44999980926514 1015.3500061035157 -0.43049471080303187 13.344999790191652 -0.75480002164840687 282.50000000000006 1017.6499938964845 4 0.86100783944129955 11.775000095367433 -0.28925028443336481 5
decision_type=2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 1 2 2 2 1
left_child=1 4 10 5 14 6 18 22 24 12 16 -10 17 -12 -1 -7 19 -9 29 -2 -11 -22 28 -13 -6 -26 -18 -27 -8 -3
right_child=2 3 -4 -5 8 15 7 9 11 20 13 23 -14 -15 -16 -17 26 -19 -20 -21 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0025006928275795298 -0.0017745192159598401 -0.00074506128989127373 0.0021457557791100018 0.0009907776123953833 -0.0025653216509481545 -0.0036929480236657917 -0.0046451308380907261 -0.0031344004613548145 -0.0016118284647870314 -0.0047846357163213692 -0.0063558445161956099 0.0022295560059072354 0.0032465734173402713 0.0016328745676161588 -0.005381780869424032 0.0018048179066876002 -0.0015123631609607422 -0.0061841541895835414 -0.012211887621464593 0.00097391304102247922 -0.0024396136476515979 0.0019682226502620438 -0.0074092318814473219 0.00010050935102114849 -0.0026527297898901307 0.0031971328113722291 -0.0047420455604190908 -0.00055437304442311941 -0.0070609734237424594 0.0052338690463753657
leaf_weight=59863 21840 4665 672402 16137 55737 5246 39937 14147 31524 13718 2255 30958 2099 38555 20390 11372 21180 38051 476 24584 40694 5364 32509 42759 17530 7301 11590 20317 18947 3724
leaf_count=59863 21840 4665 672402 16137 55737 5246 39937 14147 31524 13718 2255 30958 2099 38555 20390 11372 21180 38051 476 24584 40694 5364 32509 42759 17530 7301 11590 20317 18947 3724
internal_value=1.15232e-05 -0.00257627 0.00175368 -0.00388526 -0.00144689 -0.00422596 -0.0045589 -0.00480547 -0.000751563 -0.00374461 -0.000443168 0.00021388 -0.00502497 0.00119145 -0.00323229 6.81371e-05 -0.00128551 -0.00535759 0.00115592 -0.000319008 -0.00258224 -0.00192627 -0.0061285 0.000994618 -0.00175877 -0.000763042 -0.00265382 0.000437204 -0.00542247 0.00191442
internal_weight=1.32587e+06 533465 792406 247086 286379 230949 214331 205466 206126 114073 120004 105241 54297 40810 80253 16618 79194 52198 8865 46424 59776 46058 91393 73717 100885 45148 32770 27618 58884 8389
internal_count=1325871 533465 792406 247086 286379 230949 214331 205466 206126 114073 120004 105241 54297 40810 80253 16618 79194 52198 8865 46424 59776 46058 91393 73717 100885 45148 32770 27618 58884 8389
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=100 614 2272 7441 2176 6384
is_linear=0
shrinkage=0.05


Tree=51
num_leaves=31
num_cat=5
split_feature=94 92 114 12 30 136 136 132 4 106 8 16 24 0 74 67 18 28 39 30 88 28 95 136 136 54 68 3 136 4
split_gain=2159.87 282.045 275.378 138.709 121.044 120.047 88.8409 72.4988 69.1122 67.6996 60.1606 53.7644 52.8701 52.4603 49.8469 49.7756 45.6898 45.6506 41.5296 38.9037 36.1384 35.5829 31.0295 30.7999 30.7563 29.832 33.4728 29.2868 30.174 28.1998
threshold=0.39598566293716436 0.73555544018745433 -0.84335932135581959 2.9150000810623173 1014.6499938964845 0 1 1016.8500061035157 4.3500001430511483 -0.53217080235481251 13.150000095367433 14.039999961853029 247.50000000000003 169.50000000000003 0.8385598659515382 30.105000495910648 9.5450000762939471 1020.9500122070314 11.949999809265138 1020.3500061035157 -0.40953627228736872 1022.3500061035157 -0.052862402051687234 2 3 3.1650000810623173 273.61683654785162 282.50000000000006 4 12.750000000000002
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 1 1 2 2 2 1 2
left_child=2 10 5 4 7 16 21 9 -7 14 11 17 -13 -10 20 -5 29 18 -2 25 -4 -6 -3 -20 -21 26 -8 28 -15 -1
right_child=1 22 3 15 6 8 19 -9 13 -11 -12 12 -14 27 -16 -17 -18 -19 23 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0051798525667930981 -0.0039067069434626416 -0.0020657630344403251 -0.0045042084059454977 0.0029614577852490748 -0.0049864339056681431 -0.0017425820394523566 -0.0038069384372725135 0.001907406617089566 -0.0016421674050956956 -0.0014431290450960706 0.002366230894344676 -0.0074466772925112813 0.0015789585856835087 0.0080975618405046534 -0.008678675971041782 -0.0032839443521831507 -0.0022884935008973279 0.00075737850188264651 -0.0030014277917194067 0.0040946328334525205 -0.0065932057457449428 0.00069982489446698446 0.002074770576138881 -0.00050157635696687186 -0.0015442599787537565 -0.0034196285049929533 -5.2121230195715609e-05 -5.2785125025637049e-06 0.0016557108900429559 0.0051464211905840789
leaf_weight=23849 18506 4556 46670 9866 43498 94929 8357 3410 28731 9389 17970 1716 29790 1936 13751 4715 53632 21659 17119 4623 37209 2937 661418 43949 5052 28572 20484 38824 28074 680
leaf_count=23849 18506 4556 46670 9866 43498 94929 8357 3410 28731 9389 17970 1716 29790 1936 13751 4715 53632 21659 17119 4623 37209 2937 661418 43949 5052 28572 20484 38824 28074 680
internal_value=1.0947e-05 0.00160442 -0.00254482 -0.00378341 -0.00409107 -0.00145322 -0.00294459 -0.00526966 -0.000782066 -0.00549835 -0.000348844 -0.000716406 0.00108737 0.000152419 -0.00588834 0.000941907 -0.00310564 -0.00127778 -0.00183173 -0.00178 -0.00543089 -0.00462578 0.00204644 -0.00120293 0.00115281 -0.00227453 -0.00114012 0.000901472 0.00207454 -0.00489358
internal_weight=1.32587e+06 816683 509188 238533 223952 270655 113523 110429 192494 107019 150709 132739 31506 97565 97630 14581 78161 101233 79574 67088 83879 46435 665974 61068 9675 57413 28841 68834 30010 24529
internal_count=1325871 816683 509188 238533 223952 270655 113523 110429 192494 107019 150709 132739 31506 97565 97630 14581 78161 101233 79574 67088 83879 46435 665974 61068 9675 57413 28841 68834 30010 24529
cat_boundaries=0 1 2 3 4 5
cat_threshold=100 610 614 5377 1280
is_linear=0
shrinkage=0.05


Tree=52
num_leaves=31
num_cat=0
split_feature=94 93 113 8 31 82 54 4 28 86 96 8 17 18 16 24 87 79 39 30 133 67 79 12 108 29 67 59 66 80
split_gain=1949.74 287.351 247.894 131.643 92.1333 86.9256 76.5603 72.3902 64.7262 57.7553 57.4906 54.7387 49.5741 48.934 47.932 45.7388 42.0628 39.7559 38.1767 37.6016 44.7959 37.5228 34.6481 40.6586 31.8628 28.7579 27.7324 26.8175 25.7112 25.616
threshold=0.35215376317501074 0.66639092564582836 -0.82409480214118946 13.550000190734865 1019.9500122070314 237.37380218505862 1.8049999475479128 4.3500001430511483 1018.2500000000001 0.85459133982658397 -0.7068251073360442 11.449999809265138 14.039999961853029 11.775000095367433 13.344999790191652 267.50000000000006 0.86044573783874523 12.654999732971193 18.849999427795414 1013.4500122070314 1016.9500122070314 2.7250000238418584 14.385000228881838 3.5349999666213994 0.66822585463523876 1014.7500000000001 37.354999542236335 192.04617309570315 1.4750000238418581 336.67199707031256
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 7 4 5 18 24 8 12 13 19 14 -1 -9 16 -16 -2 -11 -4 20 -8 -21 -3 -24 -7 26 -18 -23 -6 -5
right_child=1 22 3 29 28 6 10 9 -10 17 -12 -13 -14 -15 15 -17 25 -19 -20 21 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0036969422263428671 -0.00085819596957482491 0.0019886679629151582 0.0013223085825889791 0.00028741073323704594 -0.0046025396982887238 -0.0040510900836890429 -0.0062977271894599438 0.0014261624494377324 -0.00087248403335122432 -0.00079952490922210583 -0.0068816351994360663 0.001444680453787453 -0.00040904218800323763 -0.00091903376749935583 -0.0051708165573922894 0.00075511702512010026 -0.0042926604620858108 -0.0038315838079058155 -0.010326187424963894 -0.0055406107199990166 0.0020683116014510719 -0.0054452374379110168 -0.001026771849633696 0.0033814229768716615 -0.0014700600386284056 -0.0018533184965140747 -0.011914217995253341 -0.00223469282134096 0.00061209408991390736 0.008974335225148589
leaf_weight=69766 50747 655577 8482 13856 2909 27151 32849 37804 49347 24058 37890 30102 13719 54037 3516 44068 10299 19634 767 20701 1682 8234 19570 7139 21368 14769 1350 30963 12613 904
leaf_count=69766 50747 655577 8482 13856 2909 27151 32849 37804 49347 24058 37890 30102 13719 54037 3516 44068 10299 19634 767 20701 1682 8234 19570 7139 21368 14769 1350 30963 12613 904
internal_value=1.0403e-05 0.00147543 -0.002499 -0.00374166 -0.00406909 -0.00437154 -0.00461335 -0.00147858 -0.00230808 -0.000665605 -0.00523633 -0.000469052 -0.00315665 4.63063e-05 -0.000930837 0.000317248 -0.00170047 -0.00216205 0.000356323 -0.00457614 -0.00589022 -0.00381858 0.00191675 0.000151487 -0.00291439 -0.00331842 -0.00517592 -0.00290912 -0.000365188 0.000819455
internal_weight=1.32587e+06 837137 488734 220369 205609 190087 180838 268365 132832 135533 132319 154851 83485 91841 124749 47584 77165 43692 9249 94429 34531 59898 682286 26709 48519 26418 11649 39197 15522 14760
internal_count=1325871 837137 488734 220369 205609 190087 180838 268365 132832 135533 132319 154851 83485 91841 124749 47584 77165 43692 9249 94429 34531 59898 682286 26709 48519 26418 11649 39197 15522 14760
is_linear=0
shrinkage=0.05


Tree=53
num_leaves=31
num_cat=3
split_feature=95 53 115 136 12 136 52 31 113 30 136 31 19 4 37 132 8 8 111 39 66 67 17 31 133 111 54 33 8 28
split_gain=1774.98 267.664 212.646 119.155 118.381 97.5666 85.8895 81.8817 62.3703 61.9873 61.7932 56.9081 66.6815 52.9155 52.2274 47.389 43.149 42.8648 41.3081 39.6894 38.705 35.6418 35.3364 34.0701 36.6777 33.6961 32.5783 31.6863 33.0759 31.3812
threshold=0.33707019686698919 0.34499999880790716 -0.8338540494441985 0 2.9150000810623173 1 34.844999313354499 1019.8500061035157 -0.81408452987670887 1014.7500000000001 2 1011.7500000000001 12.50999975204468 3.9500000476837163 16.849999427795414 1017.8500061035157 13.750000000000002 8.0500001907348651 0.18171729147434237 11.949999809265138 38.155000686645515 18.935000419616703 7.4149999618530282 1014.1499938964845 1018.4500122070314 0.67503604292869579 4.5350000858306894 9.0500001907348651 13.34999990463257 1007.0499877929689
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 2 2 2 2 2 2
left_child=2 -2 3 14 5 9 7 10 -7 22 20 15 17 -11 27 18 19 -13 -5 -12 29 -6 -4 24 -21 -15 -17 -1 -29 -3
right_child=1 6 4 11 21 8 -8 -9 -10 13 16 12 -14 25 -16 26 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00058554385766227952 0.0018793646120391632 0.0030964199521589281 -0.00058812596444213423 -0.0015691731895065048 0.003493051797602429 -0.002953906991689766 0.0016746894087089226 0.0010732341249051166 -0.0053606960040530546 -0.003015171654828883 -0.0034137914449208998 0.00020606973802636417 -0.0013756826013359954 0.0031549433324071399 -0.0058013563836981155 0.012298821656314312 0.002694956500399861 0.0029910603591583448 -0.0058149700006226018 -0.0027234032679474313 -0.0074706347054114735 -0.0016122939411731191 -0.0045525104080081464 0.00051212153318291257 0.0049168049812884831 -0.00092818409026316747 0.00036149717006757776 -0.0028436887151786598 0.0007970816743808354 -0.0031460613390760801
leaf_weight=8710 649468 2190 6813 13461 6911 37794 45227 41566 93539 18433 15292 48564 52420 8209 11892 736 8072 19310 9973 19051 4900 6765 32126 31703 1712 13142 2558 83650 6741 24943
leaf_count=8710 649468 2190 6813 13461 6911 37794 45227 41566 93539 18433 15292 48564 52420 8209 11892 736 8072 19310 9973 19051 4900 6765 32126 31703 1712 13142 2558 83650 6741 24943
internal_value=9.88284e-06 0.00139193 -0.00241176 -0.00143355 -0.00353986 -0.00383332 -0.000234394 -0.000812207 -0.00466773 -0.00244038 -0.00153878 -0.000499803 -3.61476e-05 -0.00105263 -0.00267012 -0.00258675 -0.000760551 0.000998393 -0.00337609 -0.00117232 -0.00337974 0.00096763 -0.00385888 -0.000519007 -0.00209343 0.000641691 0.00302873 -0.00229464 -0.00257217 -0.00264221
internal_weight=1.32587e+06 844124 481747 258015 223732 210056 194656 149429 131333 78723 107863 147022 120294 39784 110993 26728 75830 67874 23434 67758 32033 13676 38939 52466 20763 21351 3294 99101 90391 27133
internal_count=1325871 844124 481747 258015 223732 210056 194656 149429 131333 78723 107863 147022 120294 39784 110993 26728 75830 67874 23434 67758 32033 13676 38939 52466 20763 21351 3294 99101 90391 27133
cat_boundaries=0 1 2 3
cat_threshold=228 3472 614
is_linear=0
shrinkage=0.05


Tree=54
num_leaves=31
num_cat=5
split_feature=94 92 98 67 76 30 136 87 54 12 134 136 4 136 132 136 73 79 8 108 29 136 17 4 4 52 116 28 87 52
split_gain=1598.53 233.703 212.165 130.873 90.9109 85.673 62.9379 62.3959 70.867 65.6092 61.135 57.5832 52.7103 42.2196 38.0605 37.3177 36.1758 35.6302 36.1751 35.5372 34.6882 34.5419 34.8919 31.1888 30.8234 30.7636 30.7241 29.851 28.8272 35.306
threshold=0.35215376317501074 0.66738936305046093 -0.83539247512817372 2.7749999761581425 26.765000343322757 1015.3500061035157 0 0.87190085649490368 3.3549998998641972 1.8049999475479128 1017.0499877929689 1 6.0499999523162851 2 1017.0499877929689 3 0.88039591908454906 15.59500026702881 15.550000190734865 0.36494621634483343 1014.7500000000001 4 14.039999961853029 7.5499999523162851 8.3499999046325701 0.064999999478459372 -0.46173103153705591 1018.3500061035157 0.87012952566146862 6.8750000000000009
decision_type=2 2 2 2 2 2 1 2 2 2 2 1 2 1 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=2 12 3 6 5 10 25 8 11 27 16 14 21 -7 19 -9 23 -14 -19 -5 -8 -2 -23 -4 -13 -1 -22 -10 -3 -30
right_child=1 28 4 7 -6 13 20 15 9 -11 -12 24 17 -15 -16 -17 -18 18 -20 -21 26 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0027479169453913967 -0.0070727400639371109 0.0017846801317140872 -0.0057036302466182401 0.0068249364489109919 -0.00025090097101131283 -0.00037474862977392696 -0.0052141147186085431 -0.0043845414405581564 -0.0032593914263855071 -0.00029095254900035779 0.0048244793898695416 -0.00069095211998805735 0.0016949648847542982 -0.0035895954990408764 0.016887949276313929 -0.0014570585520413508 -0.0093661998842107606 -0.0011225828434048347 0.0036700560331861263 0.001522979702901051 -0.0053011842891781827 -0.0017024009744313992 0.00063704873349538886 -0.0029186970512000698 0.0034477895137793599 -0.0018139740156913908 -0.0021954976474961893 -0.00083467320900446659 -0.0027422330045703625 0.0021692563095740774
leaf_weight=4380 2469 666046 58769 4475 15546 14021 29449 18210 38462 88947 1451 30977 36093 37710 516 27134 5704 31636 4497 10759 10648 59987 21705 12128 5263 23652 31587 18946 7852 6852
leaf_count=4380 2469 666046 58769 4475 15546 14021 29449 18210 38462 88947 1451 30977 36093 37710 516 27134 5704 31636 4497 10759 10648 59987 21705 12128 5263 23652 31587 18946 7852 6852
internal_value=9.3887e-06 0.00133592 -0.00226279 -0.00158508 -0.00386418 -0.00429699 -0.00311098 -0.000960687 -0.000578145 -0.00114144 -0.00534284 0.00100757 -0.000407077 -0.00271902 0.00353055 -0.00263401 -0.00553543 0.000583814 -0.000526106 0.00308043 -0.00389637 -0.00125745 -0.00108069 -0.00522723 -8.98733e-05 -0.00110079 -0.00297848 -0.00245918 0.00173634 -0.0004535
internal_weight=1.32587e+06 837137 488734 343405 145329 129783 99716 243689 198345 146355 78052 51990 156387 51731 15750 45344 76601 72226 36133 15234 71684 84161 81692 70897 36240 28032 42235 57408 680750 14704
internal_count=1325871 837137 488734 343405 145329 129783 99716 243689 198345 146355 78052 51990 156387 51731 15750 45344 76601 72226 36133 15234 71684 84161 81692 70897 36240 28032 42235 57408 680750 14704
cat_boundaries=0 1 2 3 4 5
cat_threshold=3328 5890 7428 608 32
is_linear=0
shrinkage=0.05


Tree=55
num_leaves=31
num_cat=4
split_feature=93 93 108 97 136 53 76 31 132 83 40 12 136 67 54 31 134 55 17 94 15 136 29 79 39 54 111 111 136 67
split_gain=1455.01 221.819 142.215 128.821 93.7621 83.2485 74.8924 62.8171 55.988 52.8883 50.5702 47.8421 47.4641 47.1815 66.7786 45.8104 44.4839 43.2187 41.2275 38.4652 37.0115 33.0681 32.095 31.5685 29.726 34.0123 32.166 29.2334 39.716 29.1117
threshold=0.49791242182254797 -0.89099979400634755 0.7219718098640443 -0.78830018639564503 0 2.0149999856948857 26.765000343322757 1012.6499938964845 1017.4500122070314 279.78112792968756 8.8499999046325701 1.9450000524520876 1 8.305000305175783 8.2650003433227557 1013.3500061035157 1016.3500061035157 2.4750000238418584 14.039999961853029 -0.49120213091373438 1.9049999713897707 2 1026.350036621094 16.244999885559086 15.750000000000002 5.7149999141693124 -0.21670967340469358 -0.24389959126710889 3 1.4750000238418581
decision_type=2 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 1 2
left_child=1 5 10 4 11 12 15 8 9 -6 18 22 -1 17 23 16 -5 -9 21 -4 -13 -2 -3 -15 25 -10 -27 28 -7 -19
right_child=2 3 19 6 7 27 -8 13 24 -11 -12 20 -14 14 -16 -17 -18 29 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011415604967934133 0.00068615056238505515 -0.0030717715344790227 -0.0029123739663435601 -0.006147657347462504 -0.00068987272101423433 -0.005117971243373977 0.00022651182642129155 0.00056878334841036664 0.0097235253831644466 -0.0041576142627135467 -0.0062691021155298777 0.0017553110205512446 -0.0030297016334629601 0.0037933126790982452 -9.9624618838578844e-05 -0.0029489269457541652 0.0036742857031520728 -0.005327734853956774 0.0018684857881410919 0.0016811783158624826 -0.0015766094689166671 -0.0017038084523362835 0.0032205669498631914 -0.00022515494561613954 -0.014944444408950706 -0.0083059620214863943 0.0027548407545140196 -0.0051332924358228667 0.0040938279641972494 -0.0012962555409127205
leaf_weight=9232 22392 74753 4588 22861 19966 2653 13136 36205 1446 24472 3661 10063 26074 21560 57482 44884 1214 4930 17746 681896 48527 40904 2083 6320 240 781 4150 70968 2078 48836
leaf_count=9232 22392 74753 4588 22861 19966 2653 13136 36205 1446 24472 3661 10063 26074 21560 57482 44884 1214 4930 17746 681896 48527 40904 2083 6320 240 781 4150 70968 2078 48836
internal_value=7.06597e-06 -0.00194539 0.00141197 -0.00144549 -0.00103977 -0.00394448 -0.00323363 -0.000417153 -0.00196063 -0.00259956 -0.000521015 -0.00208039 -0.00193951 3.22663e-05 0.000874326 -0.00389276 -0.00565238 -0.000766657 -0.00026135 0.00165048 -0.00100434 -0.000858482 -0.00290119 0.00288238 0.00233024 0.00298037 0.00100297 -0.0048796 -0.00107403 -0.00166592
internal_weight=1.3261e+06 554914 771187 443909 361814 111005 82095 226388 51055 44438 84703 135426 35306 175333 85362 68959 24075 89971 81042 686484 58590 63296 76836 27880 6617 6377 4931 75699 4731 53766
internal_count=1326101 554914 771187 443909 361814 111005 82095 226388 51055 44438 84703 135426 35306 175333 85362 68959 24075 89971 81042 686484 58590 63296 76836 27880 6617 6377 4931 75699 4731 53766
cat_boundaries=0 1 2 3 4
cat_threshold=228 3458 3344 1184
is_linear=0
shrinkage=0.05


Tree=56
num_leaves=31
num_cat=5
split_feature=95 92 99 67 87 22 76 8 136 31 31 136 52 96 114 66 52 136 87 132 136 136 132 111 0 79 110 111 8 8
split_gain=1323.05 211.107 165.067 105.535 82.8407 93.4975 58.4271 53.5456 51.3553 50.6523 50.1162 48.3762 40.2394 39.9094 38.5053 37.5884 36.432 35.5161 34.9147 32.6662 30.8923 29.4713 29.4288 29.1809 31.8962 28.2681 27.5732 27.4841 27.4088 26.4243
threshold=0.30852007865905767 0.66738936305046093 -0.74856218695640553 2.0649999380111699 0.87069278955459606 7.2049999237060556 26.765000343322757 10.550000190734865 0 1020.9500122070314 1012.8500061035157 1 46.590000152587898 -0.7068251073360442 -0.82409480214118946 44.604999542236335 0.064999999478459372 2 0.83708328008651745 1019.7500000000001 3 4 1017.5499877929689 0.43984106183052069 216.50000000000003 22.585000038146976 -0.39864183962345118 0.3117449432611466 15.550000190734865 15.150000095367433
decision_type=2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 1 1 2 2 2 2 2 2 2 2
left_child=2 7 3 8 5 11 13 9 16 12 22 26 15 -4 17 19 -1 -7 -10 21 -12 -2 -6 24 -13 -9 -5 -26 -27 -25
right_child=1 -3 6 4 10 14 -8 25 18 -11 20 23 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 29 27 28 -28 -29 -30 -31
leaf_value=0.0032458274712845372 -0.0031658830617789114 0.0015747566330835316 -0.0034048655691614549 0.0025196893613834348 -0.0050202146968707896 0.00088800589751969808 -0.00022895817985439356 0.002371888303889182 -0.0028668338358313647 0.00092514596150863957 -0.003409632720232484 0.00093122859943095342 0.0010674998929015498 -0.0056549721669431965 -0.0033577471997690762 -0.0056552808204440334 -0.0021459537132884903 -0.0016892483331365123 -0.0052843950676930082 0.004561369397595944 -0.00075132114442031999 -0.0010594223136070238 0.0062224390317586033 9.216132434892081e-06 0.0064181108806759578 -0.0014179870142428856 -0.0017485995756939766 0.0012448181906590746 0.003484840091595217 0.0069881200153083358
leaf_weight=3870 22904 680028 39815 4302 21849 16038 8827 23365 31029 31727 18410 16848 14790 39019 28304 5755 16451 80192 28793 2180 26921 60455 598 43496 6617 12853 31407 4195 3663 1400
leaf_count=3870 22904 680028 39815 4302 21849 16038 8827 23365 31029 31727 18410 16848 14790 39019 28304 5755 16451 80192 28793 2180 26921 60455 598 43496 6617 12853 31407 4195 3663 1400
internal_value=6.71118e-06 0.00117378 -0.00213048 -0.00168007 -0.00125022 -0.000802333 -0.00408662 -0.00036076 -0.00329224 -0.000827677 -0.00278859 0.000272347 -0.0013519 -0.00451856 -0.00173662 -0.00174385 -0.00111857 -0.0012598 -0.00402976 -0.0014807 -0.00183184 -0.00163871 -0.0047207 0.00101376 0.0022914 0.0012527 -0.00123404 0.0044109 -0.000330614 0.000226841
internal_weight=1.3261e+06 857720 468381 380720 300577 232799 87661 177692 80143 137811 67778 108265 106084 78834 124534 91294 20321 96230 59822 85539 45331 83359 22447 72556 27660 39881 35709 10812 16516 44896
internal_count=1326101 857720 468381 380720 300577 232799 87661 177692 80143 137811 67778 108265 106084 78834 124534 91294 20321 96230 59822 85539 45331 83359 22447 72556 27660 39881 35709 10812 16516 44896
cat_boundaries=0 1 2 3 4 5
cat_threshold=3088 6244 5376 608 610
is_linear=0
shrinkage=0.05


Tree=57
num_leaves=31
num_cat=0
split_feature=95 52 31 71 83 132 52 31 31 8 4 66 12 79 19 4 89 132 15 64 76 55 120 67 16 116 81 20 37 75
split_gain=1194.49 216.752 144.829 98.2156 92.2877 84.1995 71.574 78.1024 68.9444 56.7449 56.0943 52.657 68.9303 52.1268 71.9464 49.2345 44.5029 43.6888 36.4972 35.7654 32.7055 57.3246 38.4285 30.6432 30.5286 49.5486 29.3414 29.2125 38.0384 27.7451
threshold=0.25697456300258642 0.42499999701976782 1014.8500061035157 250.58219146728518 257.03611755371099 1016.8500061035157 34.844999313354499 1020.7500000000001 1011.9500122070314 15.550000190734865 9.8499999046325701 36.715000152587898 2.5949999094009404 16.085000038146976 12.50999975204468 4.3500001430511483 -0.3799570351839065 1019.7500000000001 2.435000061988831 1.3149999976158144 9.7750000953674334 7.6749999523162851 0.1650413200259209 6.4449999332427987 15.405000209808351 -0.46173103153705591 286.77091979980474 6.9749999046325692 12.050000190734865 0.91138482093811046
decision_type=2 2 2 2 2 2 2 2 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 20 8 7 11 -6 13 16 12 17 14 15 -5 -10 19 -14 -3 -1 22 -22 -7 26 -26 -21 28 -28 -13
right_child=1 6 3 9 5 23 -8 -9 10 -11 -12 29 18 -15 -16 -17 -18 -19 -20 24 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0025003390180751137 0.0015352215178530441 -0.0053801754551736644 -0.0037219737376067777 -0.00084094781724868115 -0.0050956234966833686 -0.0016106326998510667 0.0013284983770420001 0.0012017440771730642 -0.0025443271323475772 0.0048771436613273692 0.00072865087704672123 -0.0028887093390516177 0.0048602329793012503 -0.0028442696096157034 -0.00184344451152763 0.00140295377115957 -0.0048289060961521505 0.0058145794723600376 0.0003176708519231125 -9.2331102475861937e-05 0.0064923102018408542 -0.0015605328849764544 -0.00087281027944905029 0.0054058438625849267 -0.0085234664935801355 0.0033540489489660378 -0.0040139208399960656 -0.0035387579572661492 -0.00023728422589238624 -0.007872330559213726
leaf_weight=15107 653204 6114 34849 50083 61811 2915 54471 39665 60436 4236 9266 13884 6107 31306 70201 47755 32932 1984 16024 20801 5087 12185 2717 3338 1022 6234 9257 25781 23833 3496
leaf_count=15107 653204 6114 34849 50083 61811 2915 54471 39665 60436 4236 9266 13884 6107 31306 70201 47755 32932 1984 16024 20801 5087 12185 2717 3338 1022 6234 9257 25781 23833 3496
internal_value=6.37211e-06 0.00107142 -0.00210797 -0.00126922 -0.00307974 -0.00355985 -0.00025342 -0.000748068 -0.00377639 -0.000849362 -0.00298189 -0.00132292 -0.00094193 -0.000971048 -0.000622063 0.000254307 -0.00335013 -0.00152722 0.00157118 -0.00168377 -0.000744608 0.000582313 0.00392811 0.00213493 -0.00142379 0.00168111 -0.00170656 -0.00227692 -0.00129381 -0.00389117
internal_weight=1.3261e+06 881877 444224 238430 205794 170698 228673 174202 164445 203581 102634 134537 117157 199345 168039 97838 93368 95026 22131 93042 35096 19989 7804 6253 86928 7256 79672 58871 33090 17380
internal_count=1326101 881877 444224 238430 205794 170698 228673 174202 164445 203581 102634 134537 117157 199345 168039 97838 93368 95026 22131 93042 35096 19989 7804 6253 86928 7256 79672 58871 33090 17380
is_linear=0
shrinkage=0.05


Tree=58
num_leaves=31
num_cat=2
split_feature=93 113 76 108 53 136 67 31 31 132 83 133 73 56 18 40 136 11 86 17 12 17 94 123 79 88 4 31 16 32
split_gain=1084.41 182.103 126.922 112.953 101.857 93.3333 71.1397 65.203 53.7067 52.5849 52.5305 47.9667 51.2764 45.2787 43.2999 39.8245 38.4072 37.2997 35.2995 34.0025 32.9753 32.7548 31.6465 31.586 30.2933 29.2924 28.0788 27.4852 27.0594 27.5516
threshold=0.47400780022144323 -0.81408452987670887 29.404999732971195 0.70708280801773082 0.97500002384185802 0 1.2749999761581423 1014.6499938964845 1012.5499877929689 1017.8500061035157 280.35830688476568 1016.8500061035157 0.8604324758052827 243.72926330566409 11.775000095367433 9.0500001907348651 1 7.4500000476837167 0.86545658111572277 14.039999961853029 1.9049999713897707 14.039999961853029 -0.49120213091373438 -0.36648726463317866 15.59500026702881 -0.27742972970008845 5.5499999523162851 1019.0499877929689 15.405000209808351 9.9499998092651385
decision_type=2 2 2 2 2 1 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 5 4 15 -3 13 -6 11 9 10 -7 12 25 -1 18 19 27 -4 -10 24 -16 -12 -5 -18 26 -8 -2 -9 29 -15
right_child=3 2 17 22 6 8 7 16 14 -11 21 -13 -14 28 20 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033394933047912359 -0.0011313569404496598 -6.1499247768129773e-05 0.0063189880086860972 -0.0025241883549568548 -0.005789766400431556 -0.00063056095523430632 -0.0031477603871493962 -0.0011282318180073025 0.0021000969099882051 0.0028423248900271919 -0.0052202074342650121 0.00272829909593875 -0.0078916430453608855 0.00013556258545766354 -0.0014954765365764878 -0.005543423380312244 -0.0037576951947267991 0.00014853823302728563 -0.00050849199070289257 0.0016024292782782631 0.00043732215815245708 0.00093690618831614603 0.0014433474583079326 -0.0013435884025254662 -0.0021715128410666972 -0.0053928574731905371 0.0015058964533372649 0.0034860709113300817 0.00088670415587468782 -0.0021932526346248571
leaf_weight=41495 22728 23549 2868 5063 29811 19191 44574 15824 40275 5349 15764 2463 9054 16260 42218 3723 32407 16769 19128 19016 46235 2503 687959 23285 24934 21554 18155 4054 11879 58014
leaf_count=41495 22728 23549 2868 5063 29811 19191 44574 15824 40275 5349 15764 2463 9054 16260 42218 3723 32407 16769 19128 19016 46235 2503 687959 23285 24934 21554 18155 4054 11879 58014
internal_value=6.05354e-06 -0.00170695 -0.00279159 0.0011995 -0.00315675 -0.000936127 -0.003555 -0.00312018 -0.000235509 -0.00179512 -0.00245735 -0.00413777 -0.0043627 -0.00198244 0.000216011 -0.000482009 -0.00207466 0.00104974 0.00126012 -0.000259883 -0.000485189 -0.00437654 0.00141436 -0.00274786 -0.000797946 -0.00387954 3.97737e-05 -0.000187078 -0.00132905 -0.00168343
internal_weight=1.3261e+06 544523 226212 781578 206575 318311 183026 153215 190663 42807 37458 77645 75182 127648 147856 88556 75570 19637 59403 84833 88453 18267 693022 55692 65817 66128 40883 19878 86153 74274
internal_count=1326101 544523 226212 781578 206575 318311 183026 153215 190663 42807 37458 77645 75182 127648 147856 88556 75570 19637 59403 84833 88453 18267 693022 55692 65817 66128 40883 19878 86153 74274
cat_boundaries=0 1 2
cat_threshold=228 3328
is_linear=0
shrinkage=0.05


Tree=59
num_leaves=31
num_cat=6
split_feature=95 53 99 87 4 8 116 16 136 31 52 107 127 30 31 76 54 136 136 127 136 30 67 136 54 79 8 52 108 136
split_gain=983.138 155.76 135.446 90.0648 114.165 60.8964 59.5562 74.4934 57.2325 57.2216 49.5122 47.9251 44.5493 61.1725 40.7492 40.3528 39.6417 35.2521 33.6141 35.8488 32.3363 29.1075 28.8439 28.6539 28.3315 27.8685 30.4695 29.4799 27.4335 51.8863
threshold=0.30852007865905767 0.66500002145767223 -0.74856218695640553 0.86274090409278881 5.8500001430511483 10.550000190734865 -0.33379416167736048 15.405000209808351 0 1020.3500061035157 46.590000152587898 -0.5038832128047942 0.13052122294902804 1013.2500000000001 1014.7500000000001 26.765000343322757 6.1449999809265146 1 2 -0.18222858756780622 3 1016.4500122070314 38.065000534057624 4 3.7649999856948857 22.585000038146976 16.150000572204593 12.414999961853029 0.097509816288948073 5
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 1 2 1 2 2 1 2 2 2 2 2 1
left_child=2 -2 3 4 6 9 28 23 14 10 12 17 15 22 -5 -3 18 -4 -6 -20 -15 -19 -14 24 -8 -7 27 -27 29 -1
right_child=1 5 11 8 16 25 7 -9 -10 -11 -12 -13 13 20 -16 -17 -18 21 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0030882629559335789 0.0013846731296600224 -0.00085449793068799376 -0.005151937581155154 -0.0048078355997599517 0.0028293928860099004 0.0023461022315173375 0.0010462330851111867 0.0020557892184479838 -0.0013204278628845146 0.00082015585644995147 0.001229808118018192 -0.00066397437416800052 -0.0047950785947946765 -0.00038911284219124561 -0.0022685785154178406 0.0058057324255699309 -0.00058943464813910511 -0.0038156712594762418 0.0040328424553271866 -0.00077679449236205155 -0.0031018138031697197 -0.00065902261441801917 -0.011545055978582641 -0.0021554388917985308 -0.0015966514388971341 -0.0028612835116556298 0.0040904080901093768 0.0011745967540439288 -0.0044976306153837594 0.0047973066727989696
leaf_weight=12137 656623 33289 37875 33517 23701 28168 16757 15631 47969 43662 16104 11937 9654 20944 29889 2441 43840 27965 4839 19433 23122 9884 1893 81531 25681 9220 3715 8885 23285 2510
leaf_count=12137 656623 33289 37875 33517 23701 28168 16757 15631 47969 43662 16104 11937 9654 20944 29889 2441 43840 27965 4839 19433 23122 9884 1893 81531 25681 9220 3715 8885 23285 2510
internal_value=5.75083e-06 0.00101179 -0.00183656 -0.00142856 -0.000934041 -0.000205742 -0.00167432 -0.00119695 -0.00262449 -0.00070618 -0.00132642 -0.00360852 -0.00177709 -0.00266217 -0.00361028 -0.000399485 0.000497385 -0.00407269 0.00149057 0.000182006 -0.00181329 -0.00299054 -0.00590166 -0.00160708 -0.000552956 0.00130704 -3.43206e-05 -0.000880682 -0.00343117 -0.00173578
internal_weight=1.3261e+06 857720 468381 380720 269345 201097 177532 139600 111375 151109 107447 87661 91343 55613 63406 35730 91813 75724 47973 24272 44066 37849 11547 123969 42438 49988 21820 18105 37932 14647
internal_count=1326101 857720 468381 380720 269345 201097 177532 139600 111375 151109 107447 87661 91343 55613 63406 35730 91813 75724 47973 24272 44066 37849 11547 123969 42438 49988 21820 18105 37932 14647
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=613 4706 1936 7185 7936 2292
is_linear=0
shrinkage=0.05


Tree=60
num_leaves=31
num_cat=3
split_feature=94 52 98 67 54 12 66 12 136 12 4 54 136 28 92 134 16 29 136 31 28 123 64 0 73 132 16 132 19 32
split_gain=906.899 156 139.118 81.2589 64.1925 54.0797 48.1178 57.6191 45.6636 45.4835 45.1565 42.6042 67.7864 41.9709 40.2877 40.1805 39.3917 39.208 36.4967 36.1375 34.3571 33.9752 32.7475 32.3235 31.3315 30.4129 30.3673 32.7584 30.1763 29.3357
threshold=0.25926616787910467 0.42499999701976782 -0.83539247512817372 3.6250000000000004 1.3949999809265139 3.9650000333786015 38.155000686645515 2.5349999666213994 0 2.8950001001358037 6.2500000000000009 4.6649999618530282 1 1020.9500122070314 -0.95116284489631642 1018.8500061035157 14.039999961853029 1014.3500061035157 2 1016.7500000000001 1022.1499938964845 -0.41467745602130884 1.235000014305115 245.50000000000003 0.88039591908454906 1016.9500122070314 15.405000209808351 1019.5499877929689 10.405000209808351 15.250000000000002
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 10 6 7 13 23 15 -4 12 28 22 -13 17 -16 24 -19 -8 25 -10 -3 -1 -6 -14 27 -24 -5 -27
right_child=1 5 4 11 9 -7 19 -9 21 -11 -12 14 20 -15 16 -17 -18 18 -20 -21 -22 -23 26 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0025360199910944266 0.0013223642431043801 -0.0048808233970540878 -0.0025997506647224573 -0.0032230288928603943 -0.0047493536378150382 0.0025904105358773698 -0.0041237273072916502 0.0011767551554939684 -0.003740478496226204 -2.2496300027257012e-05 0.0014332891825602036 -0.0047989480864019602 0.00077211144993168308 0.00096497332931932609 -0.0016001344572201034 0.010057504388913957 0.00054078483931382329 -0.0010036690464066218 -0.0039763203693920094 -0.00053686183557563377 0.0058343476559474406 -0.0017496219757152838 -0.001468471822444817 0.00065829329212719646 -0.009579482402037192 0.01054186014444786 0.00156363073116447 0.0054677028445797964 7.5017408571076213e-05 -0.0093707869125031814
leaf_weight=13577 653153 5750 18863 14770 44862 16157 14104 58657 48895 7647 10981 7382 43756 28416 73749 504 30318 14541 35808 13985 4032 38151 78461 19006 3629 1363 10319 1740 13076 214
leaf_count=13577 653153 5750 18863 14770 44862 16157 14104 58657 48895 7647 10981 7382 43756 28416 73749 504 30318 14541 35808 13985 4032 38151 78461 19006 3629 1363 10319 1740 13076 214
internal_value=-8.22616e-08 0.00092956 -0.00183951 -0.00125061 -0.0031663 -0.000197741 -0.000410804 -0.000115565 -0.00227002 -0.00373827 -0.00111581 -0.000604209 0.000298514 -0.000723521 -0.00122961 -0.00402429 -0.000976417 -0.00409609 -0.0031188 -0.00233789 0.00141107 -0.00286759 -0.00122191 -0.000672538 -0.00511083 0.00101797 -0.000989492 -0.00131799 -0.00167372 0.0078397
internal_weight=1.32587e+06 880742 445124 308289 136835 227589 211432 183343 119629 106991 29844 188660 77211 124686 111449 99344 104067 98840 50349 28089 49365 87046 96270 32583 48491 45333 90520 80201 27846 1577
internal_count=1325866 880742 445124 308289 136835 227589 211432 183343 119629 106991 29844 188660 77211 124686 111449 99344 104067 98840 50349 28089 49365 87046 96270 32583 48491 45333 90520 80201 27846 1577
cat_boundaries=0 1 2 3
cat_threshold=3328 2148 3332
is_linear=0
shrinkage=0.05


Tree=61
num_leaves=31
num_cat=4
split_feature=95 99 108 87 8 136 116 16 107 54 16 87 116 30 30 21 28 136 1 76 31 75 121 81 54 132 136 95 136 135
split_gain=831.246 122.668 120.989 94.3943 120.4 58.5823 52.3688 73.424 44.4449 43.7187 40.1043 42.6054 41.2009 39.4822 38.8825 37.8399 33.9192 30.9486 30.6405 29.6606 28.6768 26.2098 25.8879 25.8875 25.6869 27.736 25.2301 23.934 23.4034 23.246
threshold=0.31595695018768316 -0.70135384798049916 0.74368238449096691 0.86274090409278881 7.0499999523162851 0 -0.16504132002592084 15.405000209808351 -0.46973770856857294 6.1449999809265146 13.344999790191652 0.84114816784858715 -0.50751903653144825 1015.8500061035157 1013.9500122070314 6.5050001144409189 1017.5499877929689 1 335.50000000000006 14.534999847412111 1013.5499877929689 0.56526157259941112 -0.91702514886856068 281.61700439453131 4.2249999046325692 1015.8500061035157 2 -0.41024902462959284 3 1014.9500122070314
decision_type=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 1 2 1 2
left_child=1 3 10 4 6 20 17 16 -3 18 11 -2 -12 22 15 -13 19 23 21 24 -5 -6 -7 -1 25 -8 -10 -9 -11 -17
right_child=2 8 -4 5 9 13 7 27 26 28 12 14 -14 -15 -16 29 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00179734062329753 6.5262216065381732e-05 -0.004153737121990889 0.001221113005257719 -0.0053213973278281911 -0.00055389342458596086 0.00030085353899568295 -0.0019466954034552245 0.0063237498857905642 -0.0022578032609639211 0.0013904484127917752 -0.0059754394925850673 -0.0013009595726607129 0.0010272619436611848 0.00020255333400408856 -0.0008813501412801108 -0.006753854779583914 -0.0004947393169622363 -0.003712994053455885 0.0050820925522363433 0.00090465914251091424 -0.0028810440434076361 0.0019853991680876606 -0.0028795429447870274 -0.0027574683168735559 -0.0037472784340814476 0.0059050901010489756 0.0033075614638458425 0.001251534241726157 -0.0011726741256400655 0.0012184484718379305
leaf_weight=5332 57028 58842 689458 19492 15235 7599 36001 2917 6119 11831 2182 8202 56211 21447 31396 8682 49238 37446 5524 6907 31481 30518 40499 7518 26130 1161 3040 11474 35934 1022
leaf_count=5332 57028 58842 689458 19492 15235 7599 36001 2917 6119 11831 2182 8202 56211 21447 31396 8682 49238 37446 5524 6907 31481 30518 40499 7518 26130 1161 3040 11474 35934 1022
internal_value=-8.00314e-08 -0.00168482 0.000930248 -0.00135389 -0.000855084 -0.00252586 -0.00161125 -0.0010943 -0.00364942 0.000550666 -0.000287187 -0.000865337 0.000765589 -0.00158131 -0.00194177 -0.00380108 -0.00150083 -0.00298674 0.00156455 -0.00220651 -0.00381348 0.00113986 -0.00237707 -0.000866814 -0.00254603 -0.00170139 -0.000409435 0.00227965 -0.000537764 -0.00591423
internal_weight=1.32587e+06 471685 854181 403684 283166 120518 184124 133828 68001 99042 164723 106330 58393 69545 49302 17906 119437 50296 51277 70199 50973 45753 48098 12850 63292 37162 9159 14391 47765 9704
internal_count=1325866 471685 854181 403684 283166 120518 184124 133828 68001 99042 164723 106330 58393 69545 49302 17906 119437 50296 51277 70199 50973 45753 48098 12850 63292 37162 9159 14391 47765 9704
cat_boundaries=0 1 2 3 4
cat_threshold=612 6912 3250 1281
is_linear=0
shrinkage=0.05


Tree=62
num_leaves=31
num_cat=3
split_feature=95 67 108 87 4 52 97 79 19 16 30 87 24 30 21 80 4 135 29 19 136 82 30 67 116 53 106 136 76 136
split_gain=750.942 131.118 92.0706 87.8283 107.943 58.9135 58.6518 45.3335 42.3877 38.3188 36.0999 35.8095 35.5539 32.2826 33.1749 31.98 31.6339 29.8706 32.8505 29.732 36.2026 37.4792 30.3676 28.341 27.0561 26.1178 25.276 24.4574 24.2974 24.2677
threshold=0.38995987176895147 1.7549999952316286 0.74368238449096691 0.87828078866004955 5.1499998569488534 0.54500001668930065 -0.85183092951774586 12.765000343322756 12.50999975204468 13.344999790191652 1014.9500122070314 0.84114816784858715 239.50000000000003 1013.9500122070314 6.5050001144409189 253.52493286132815 5.6499998569488534 1016.4500122070314 1014.4500122070314 12.50999975204468 0 282.63932800292974 1017.0499877929689 1.1549999713897707 0.56638467311859142 2.4150000810623173 -0.49360875785350794 1 32.725000381469734 2
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 1 2 1
left_child=1 5 9 4 6 15 19 8 29 11 26 -2 -11 14 -13 -1 -17 18 28 20 21 -3 -23 -7 -10 -20 27 -5 -8 -6
right_child=2 3 -4 10 7 23 17 -9 24 12 -12 13 -14 -15 -16 16 -18 -19 25 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0050495387075416565 8.4441243601125898e-05 0.0040390465659403338 0.0011703341182601665 -0.0021650648218395916 0.0001075486085917633 -0.0046086398428322531 -0.0047078072491635063 -0.00086378858687084954 -0.00073744689252145973 -0.0055202765253803167 -0.0013445764764335713 -0.0012713171132635735 0.0012058919882775617 -0.00087545056478616006 -0.005934476026406621 -0.0015915866970770496 0.002941881745424819 0.006954551024105764 0.00024057600268250477 -0.0017851536914544144 -0.001228216608314717 -0.0012389090457005966 0.0029618712950077904 -0.0026978117740274849 0.002892388266216038 -0.0030036957751041031 0.00041534681311838033 -0.0047162711820129448 0.0081738185845234099 0.002667882755258446
leaf_weight=3452 46698 7779 684715 14159 12611 43907 22944 54335 35039 2056 32541 7156 44234 26594 8167 9427 6502 748 9086 63185 41986 14892 6050 34773 6015 19555 3751 28275 372 34862
leaf_count=3452 46698 7779 684715 14159 12611 43907 22944 54335 35039 2056 32541 7156 44234 26594 8167 9427 6502 748 9086 63185 41986 14892 6050 34773 6015 19555 3751 28275 372 34862
internal_value=-7.69496e-08 -0.00151416 0.000935109 -0.00111975 -0.000761231 -0.00315589 -0.00155314 0.000273104 0.000970891 -0.000258783 -0.00262013 -0.000867832 0.000907145 -0.00192872 -0.00375673 -0.000686589 0.000258913 -0.00296603 -0.00310885 -0.000996967 -0.000292629 0.00107512 -2.53325e-05 -0.00376414 -0.000205624 -0.00197449 -0.00351886 -0.00386663 -0.00450228 0.00198833
internal_weight=1.32587e+06 506246 819620 408185 329459 98061 186597 142862 88527 134905 78726 88615 46290 41917 15323 19381 15929 52705 51957 133892 70707 28721 20942 78680 41054 28641 46185 42434 23316 47473
internal_count=1325866 506246 819620 408185 329459 98061 186597 142862 88527 134905 78726 88615 46290 41917 15323 19381 15929 52705 51957 133892 70707 28721 20942 78680 41054 28641 46185 42434 23316 47473
cat_boundaries=0 1 2 3
cat_threshold=5889 6289 6240
is_linear=0
shrinkage=0.05


Tree=63
num_leaves=31
num_cat=4
split_feature=93 97 52 53 67 52 120 76 73 87 54 86 136 92 133 16 83 29 55 116 20 136 136 116 131 136 131 8 67 12
split_gain=680.797 120.343 97.5156 92.7374 79.2613 52.783 51.7625 51.0729 48.3204 43.0651 42.9082 52.8512 54.5087 41.7104 39.1649 38.8167 36.9349 35.9949 33.6468 33.1872 31.362 34.9037 29.2266 28.1204 28.0722 27.0555 25.808 25.7737 25.2986 26.816
threshold=0.31068351864814764 -0.84276899695396412 0.34499999880790716 0.54500001668930065 2.6750000715255742 6.6649999618530282 0.23343648016452792 39.604999542236335 0.88754999637603771 0.84878700971603405 3.0149999856948857 0.87059694528579723 0 -0.94407951831817616 1017.0499877929689 14.039999961853029 267.58210754394537 1021.8500061035157 5.0450000762939462 0.43049471080303198 7.8350000381469735 1 2 -0.16504132002592084 315.50000000000006 3 311.50000000000006 11.34999990463257 11.644999980926515 1.9950000047683718
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 1 2 2 1 2 2 2 2
left_child=1 4 -2 -3 16 9 18 8 14 22 11 12 -6 -12 17 28 -1 20 -7 -17 21 -5 -4 -18 -23 -11 -25 -14 29 -15
right_child=2 3 5 7 10 6 -8 -9 -10 25 13 -13 27 15 -16 19 23 -19 -20 -21 -22 24 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00068443108357510527 0.0011384466831287092 0.0024001179979090924 0.0017134442154387701 -0.0040050370335742496 0.0043939897699859917 0.0033650166343580585 -0.001825922898695168 0.0023344646611929763 -0.0068911918485958321 -0.0049376560535928059 -0.0035333948069758065 -0.0016059705835327045 8.9442525752770355e-05 -0.0027290461791742229 0.0059032272197248516 0.00012637801028951773 -0.0044689908486503678 0.0012050045091833623 0.00057237825611777403 0.004694771246105546 -0.0052640832472411643 -0.00192415361453081 -0.001255727643586702 -0.0019539403391521134 -0.007493605390786519 -0.0016890142849718564 -0.0079775667315018142 0.0049077933329207957 -0.00051320469633419697 0.00010641199020324843
leaf_weight=27419 650925 8352 14264 42012 11893 12018 21203 4307 8304 8694 14099 19882 33144 35568 1236 36191 19368 4799 105203 4466 16104 59470 19753 44046 2352 24474 1853 3029 60546 10892
leaf_count=27419 650925 8352 14264 42012 11893 12018 21203 4307 8304 8694 14099 19882 33144 35568 1236 36191 19368 4799 105203 4466 16104 59470 19753 44046 2352 24474 1853 3029 60546 10892
internal_value=-7.51426e-08 -0.00153067 0.000838606 -0.00271664 -0.000990156 -0.000110641 0.000447478 -0.00302501 -0.00319691 -0.00126056 -0.000492164 0.000562223 0.00145907 -0.000935058 -0.00295339 -0.000686967 -0.00222437 -0.00304115 0.000858692 0.000628197 -0.00321105 -0.00289264 -1.05607e-05 -0.0028713 -0.0021357 -0.00254255 -0.00219712 0.000492778 -0.00118666 -0.00206431
internal_weight=1.32587e+06 469332 856534 146936 322396 205609 138424 138584 134277 67185 229710 67948 48066 161762 125973 147663 92686 124737 117221 40657 119938 103834 34017 65267 61822 33168 45899 36173 107006 46460
internal_count=1325866 469332 856534 146936 322396 205609 138424 138584 134277 67185 229710 67948 48066 161762 125973 147663 92686 124737 117221 40657 119938 103834 34017 65267 61822 33168 45899 36173 107006 46460
cat_boundaries=0 1 2 3 4
cat_threshold=5888 4704 1812 4708
is_linear=0
shrinkage=0.05


Tree=64
num_leaves=31
num_cat=5
split_feature=95 53 30 116 83 12 16 66 12 132 136 54 30 136 4 99 132 4 79 12 135 120 16 136 136 28 30 136 20 36
split_gain=623.649 117.67 90.3702 66.3018 62.5763 59.5984 58.0391 52.7537 53.6826 52.141 47.3613 45.9432 45.8272 45.4927 41.838 43.2401 38.9695 35.4438 31.0462 35.3353 30.0749 29.6648 28.7935 29.2384 28.4868 27.571 27.161 27.0508 26.7686 26.6873
threshold=0.19805239140987399 0.79500001668930065 1014.6499938964845 -0.21643137186765668 248.66593933105472 3.6550000905990605 15.405000209808351 38.155000686645515 2.4150000810623173 1016.5499877929689 0 6.055000066757203 1020.9500122070314 1 11.150000095367433 -0.83560016751289357 1019.8500061035157 12.750000000000002 10.404999732971193 1.9650000333786013 1000.5000000000001 0.18222858756780627 17.029999732971195 2 3 1020.9500122070314 1018.4500122070314 4 6.055000066757203 15.650000095367433
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 1 1 2 2 1 2 2
left_child=2 -2 4 22 10 7 13 8 12 14 -1 21 16 -5 15 18 -3 25 19 24 -13 -12 23 -4 -6 -15 -9 -8 -17 -11
right_child=1 5 3 6 9 -7 27 26 -10 29 11 20 -14 17 -16 28 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021399762691731521 0.0010820017123375398 -0.001465730935871654 -0.00029604286207953698 0.00031634754540247023 -0.0007208026312302304 0.0020597104533511081 -0.00032392466389804701 -0.004029202607418559 0.00096028118016355324 0.0028750013260458972 0.0098105331105671212 0.0014785878982900358 0.00090764450542938084 -0.002018612902527743 0.00052860321335245885 -0.0027065095016637038 0.0054786211334431727 0.0050080384063193855 -0.0037764304494842197 0.002122419167681426 -0.0068384900665144719 0.00062842552677018384 -0.0058168204694440343 -0.0029046146287211071 -0.0030575760407589368 1.3901155676015435e-05 -0.00070400389873084238 0.0040043716522439095 -0.0049368005505791672 -0.0071998683841517754
leaf_weight=12587 662471 95268 15892 61880 21151 26096 5647 14513 66732 5584 2590 6156 30321 73766 8242 20463 2064 2100 29171 5267 1320 1332 5695 33214 34100 21562 10646 10014 39277 745
leaf_count=12587 662471 95268 15892 61880 21151 26096 5647 14513 66732 5584 2590 6156 30321 73766 8242 20463 2064 2100 29171 5267 1320 1332 5695 33214 34100 21562 10646 10014 39277 745
internal_value=-7.35696e-08 0.000735425 -0.00159889 -0.000933715 -0.00241192 -0.000199266 -0.00045838 -0.000467778 -0.000188941 -0.00276079 -2.64981e-05 0.0023073 -0.000789709 -0.000743903 -0.00293941 -0.00313069 -0.00131847 -0.00141719 -0.00243653 -0.00179067 1.0083e-05 0.00669208 -0.00245137 -0.00206106 -0.0021637 -0.00155888 -0.00262215 0.00244604 -0.00417285 0.00168907
internal_weight=1.32587e+06 908111 417755 229770 187985 245640 174969 219544 194385 164000 23985 11398 127653 159308 157671 149429 97332 97428 89689 60518 7476 3922 54801 49106 55251 95328 25159 15661 59740 6329
internal_count=1325866 908111 417755 229770 187985 245640 174969 219544 194385 164000 23985 11398 127653 159308 157671 149429 97332 97428 89689 60518 7476 3922 54801 49106 55251 95328 25159 15661 59740 6329
cat_boundaries=0 1 2 3 4 5
cat_threshold=2224 3345 3840 7424 6320
is_linear=0
shrinkage=0.05


Tree=65
num_leaves=31
num_cat=4
split_feature=95 54 67 30 111 136 52 8 54 54 132 74 136 30 3 136 30 91 80 8 120 136 79 89 38 1 52 30 120 37
split_gain=565.781 102.652 88.434 66.4417 61.5879 57.7914 53.6173 52.981 51.7509 49.5462 49.2516 50.0164 45.8047 45.0983 56.7499 39.4144 37.1576 34.2536 30.0579 32.0088 29.27 28.8548 28.26 27.6057 26.2306 25.0848 24.0971 23.9639 23.9622 23.5844
threshold=0.19805239140987399 0.57499998807907116 1.6349999904632571 1014.8500061035157 0.16468799859285357 0 0.42499999701976782 10.650000095367433 8.4049997329711932 1.8849999904632571 1016.9500122070314 0.83242693543434154 1 1018.4500122070314 308.50000000000006 2 1013.2500000000001 -0.3802745640277862 243.83065032958987 6.7500000000000009 0.19936034083366397 3 22.585000038146976 -0.095800466835498796 11.84999990463257 259.50000000000006 41.004999160766609 1026.7500000000002 0.33379416167736059 15.650000095367433
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -4 18 13 -7 15 11 17 -11 14 20 -5 26 -6 -1 -20 -3 -15 -9 -14 -18 -17 -16 28 -23 -12
right_child=1 7 3 9 10 8 -8 22 -10 12 29 -13 23 21 16 25 24 -19 19 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.006055417724116767 0.0010327772719205322 0.00018393836420138807 -0.0017954373984086225 -0.00024011831796894162 -0.0014600669492563492 0.0048806374862538152 -0.0035094225519704488 0.0021070320440521643 -0.00060915448863767968 0.0010434436439369032 0.0042298138814278741 -0.0048998399962078588 -0.0011351467160393577 -0.0013609897633342135 -0.0060361168238749312 0.0061044018815298194 -0.0045929607230480651 -0.0035752357267570499 -0.0013193469244684522 0.003849442085067557 -0.0024415773716688731 0.0010295817029513917 -0.0001154210218088813 -0.0040773381307899091 -0.0010300006528835167 0.0017302036683399203 0.0019151591548469162 0.0042514751553947216 -0.0015574279298127367 -0.0079499238821775786
leaf_weight=1885 657963 53321 26342 23714 54733 7977 71490 33539 9295 24050 3586 21541 105693 19772 9589 4559 6615 29434 7606 4941 13254 48380 24940 8623 23577 11661 1058 4723 10983 447
leaf_count=1885 657963 53321 26342 23714 54733 7977 71490 33539 9295 24050 3586 21541 105693 19772 9589 4559 6615 29434 7606 4941 13254 48380 24940 8623 23577 11661 1058 4723 10983 447
internal_value=4.48578e-06 0.000705186 -0.00151867 -0.00114831 -0.0019114 -0.000321975 -0.00294823 -0.000157845 0.00192517 -0.000491988 -0.00254308 -0.00274998 -0.000939759 -0.000560517 -0.00123889 0.00105948 -0.00270626 -0.00219976 -0.000168329 0.000716119 -0.000338759 0.000308409 0.0011592 -0.00135696 -0.00181064 0.00295785 -0.00524599 0.00082354 0.000550948 0.00287987
internal_weight=1.32529e+06 907714 417577 331655 153355 43614 85922 249751 17272 178300 109741 105708 138366 191272 107414 39934 40839 84167 14432 12547 66575 83858 58479 114316 30192 16220 10647 64086 59363 4033
internal_count=1325291 907714 417577 331655 153355 43614 85922 249751 17272 178300 109741 105708 138366 191272 107414 39934 40839 84167 14432 12547 66575 83858 58479 114316 30192 16220 10647 64086 59363 4033
cat_boundaries=0 1 2 3 4
cat_threshold=2224 1280 2288 2272
is_linear=0
shrinkage=0.05


Tree=66
num_leaves=31
num_cat=7
split_feature=95 54 31 71 83 136 8 54 134 31 30 3 67 136 19 30 83 136 136 54 76 136 31 76 110 38 132 0 136 136
split_gain=510.617 92.644 84.855 73.7433 55.8966 55.1686 48.5502 47.7705 43.2355 51.7502 42.5687 53.5408 39.2148 36.6058 37.1908 36.3142 35.1618 40.2154 31.3983 29.3671 30.6791 28.1206 29.6798 28.0618 27.544 27.3904 26.7642 27.7862 25.8732 25.7629
threshold=0.19805239140987399 0.57499998807907116 1014.2500000000001 260.86584472656256 261.09974670410162 0 11.550000190734865 2.0049999952316289 1016.5499877929689 1010.1499938964845 1018.4500122070314 308.50000000000006 7.2449998855590829 1 9.5450000762939471 1013.0499877929689 276.28947448730474 2 3 8.4049997329711932 9.9650001525878924 4 1026.350036621094 18.265000343322757 0.26388014853000646 11.84999990463257 1016.3500061035157 206.50000000000003 5 6
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 1 2 2 1 2 2 2 2 2 2 1 1
left_child=2 -2 4 16 5 -1 10 13 9 -6 11 23 24 -5 -15 -13 17 -4 -11 20 -7 -12 -23 26 28 -17 27 -3 -9 -14
right_child=1 6 3 7 8 19 -8 12 -10 18 21 15 29 14 -16 25 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029235444907597698 0.00098113841494179804 -0.0021566900752017066 0.0030463034474105281 -0.000340248878242071 -0.004837617686225028 0.00064454327963203197 0.0013193572829774318 0.0030054192929840125 0.0013630551108435444 -0.0012929333388504022 -0.0012736935173946178 -0.0049609921789584227 0.0011859847917421156 0.0007405821336518726 0.0046299239220137572 -0.0042981953974525052 -0.0036412632299816805 -0.001978708691945013 -0.0031211261707639361 -0.0009364021534171114 0.0059222350112028387 0.00051836695242449661 0.004297033796834728 0.0018471916553015194 -0.0023988757074922401 -0.0009014454177256096 0.0022028188138521598 0.00022370575616017832 -0.0012998390739986871 -0.00080850830552570455
leaf_weight=14300 657963 28369 4694 29646 28624 6667 45891 4918 6046 37963 20635 10945 25970 16045 9963 7625 28834 25966 61791 9561 4691 62369 5669 13025 46991 26775 6859 21589 11947 42960
leaf_count=14300 657963 28369 4694 29646 28624 6667 45891 4918 6046 37963 20635 10945 25970 16045 9963 7625 28834 25966 61791 9561 4691 62369 5669 13025 46991 26775 6859 21589 11947 42960
internal_value=4.26061e-06 0.000669926 -0.00144274 -0.000853162 -0.00230441 -0.000531261 -0.000149956 -0.00036864 -0.00276897 -0.00296357 -0.000480713 -0.00111465 -0.00088403 0.000861037 0.00222963 -0.00245249 -0.00238783 -0.00120904 -0.00242582 0.00110495 0.0028243 0.000342771 0.000833087 -0.000246052 -0.00177676 -0.00165436 -0.000725917 -0.00112802 -4.3372e-05 -5.70103e-05
internal_weight=1.32529e+06 907714 417577 247934 169643 35219 249751 188440 134424 128378 203860 115187 132786 55654 26008 45345 59494 30660 99754 20919 11358 88673 68038 69842 63856 34400 56817 49958 16865 68930
internal_count=1325291 907714 417577 247934 169643 35219 249751 188440 134424 128378 203860 115187 132786 55654 26008 45345 59494 30660 99754 20919 11358 88673 68038 69842 63856 34400 56817 49958 16865 68930
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=160 2272 5891 7552 2272 1811 5393
is_linear=0
shrinkage=0.05


Tree=67
num_leaves=31
num_cat=5
split_feature=95 53 31 116 16 83 136 4 136 12 31 17 117 133 31 67 12 133 16 87 136 87 15 67 55 136 136 94 28 54
split_gain=460.834 83.8573 76.5847 58.8205 60.7752 50.4455 49.7923 48.529 48.9224 45.871 43.5841 43.2415 42.4361 39.8925 49.6036 35.571 40.9361 34.8594 34.3472 28.6588 28.3373 28.2228 27.6397 26.9835 26.8337 27.8763 25.4067 31.5033 25.2714 24.9123
threshold=0.19805239140987399 0.79500001668930065 1014.2500000000001 -0.25037047266960138 15.405000209808351 261.09974670410162 0 11.650000095367433 1 3.9650000333786015 1020.8500061035157 14.039999961853029 -0.49240480363368982 1016.2500000000001 1010.1499938964845 40.625000000000007 2.5949999094009404 1019.5499877929689 15.405000209808351 0.8776526451110841 2 0.85928431153297435 2.435000061988831 7.0350000858306894 7.0850000381469735 3 4 -0.2367921099066734 1013.2500000000001 3.3549998998641972
decision_type=2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 1 2 2 2
left_child=2 -2 5 18 7 6 -1 8 29 10 11 15 -13 14 -7 16 17 -3 -4 -10 -16 -17 -18 -15 25 -8 -6 -28 -23 -5
right_child=1 9 3 4 26 13 24 -9 19 -11 -12 12 -14 23 20 21 22 -19 -20 -21 -22 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0027774694172065756 0.00092866463726341971 -0.0015362957415761287 -0.0014290195748257462 0.0010866188160291929 -5.1074130963440992e-05 -0.0046849611389800415 0.0059233820344374204 0.0031731429804151483 -0.0011780642793368184 0.0023834775279493008 0.00086830624635420451 -0.0057203850817447105 0.0012413423513177543 -0.0017220080326397547 -0.0012283036964947083 -0.0017721072841185581 0.0033426324540909722 0.0054736514753034541 -0.004123841441418725 -0.0034457673201968991 -0.0029650951158696546 -0.010300668237877637 -0.00011579997019294034 0.00469064132434682 -0.00082571201514460815 0.0007445072922757077 0.0092058369999798943 0.0025558672536036167 -0.0036382510344169366 -0.00080317353858325104
leaf_weight=14300 662675 83458 40335 35692 6128 28036 4246 7867 79786 16605 56370 2339 34128 3663 37963 12484 7629 1812 16728 16880 61791 2132 23800 2971 9974 6699 2280 8137 4282 34101
leaf_count=14300 662675 83458 40335 35692 6128 28036 4246 7867 79786 16605 56370 2339 34128 3663 37963 12484 7629 1812 16728 16880 61791 2132 23800 2971 9974 6699 2280 8137 4282 34101
internal_value=4.04537e-06 0.000636429 -0.00137061 -0.000810498 -0.00038941 -0.00218921 -0.00050474 -0.000664272 -0.000845632 -0.000153883 -0.000338325 -0.000733631 0.000794816 -0.00263054 -0.00282679 -0.00114469 -0.000818799 -0.00138733 -0.00221901 -0.00157389 -0.00230455 -0.00315711 0.000723692 0.00114986 0.0010497 0.00275969 0.00250667 0.00400752 -0.00585282 0.000163239
internal_weight=1.32529e+06 907714 417577 247934 190871 169643 35219 174326 166459 245039 228434 172064 36467 134424 127790 135597 116699 85270 57063 96666 99754 18898 31429 6634 20919 10945 16545 10417 6414 69793
internal_count=1325291 907714 417577 247934 190871 169643 35219 174326 166459 245039 228434 172064 36467 134424 127790 135597 116699 85270 57063 96666 99754 18898 31429 6634 20919 10945 16545 10417 6414 69793
cat_boundaries=0 1 2 3 4 5
cat_threshold=160 7441 7552 1865 6320
is_linear=0
shrinkage=0.05


Tree=68
num_leaves=31
num_cat=0
split_feature=95 104 67 31 54 88 83 134 52 8 79 16 24 94 67 52 74 52 80 72 55 36 75 16 31 135 98 79 4 21
split_gain=415.903 77.0023 75.0003 63.1687 53.0616 50.2911 47.107 57.0988 45.1066 32.7279 36.7293 30.9343 68.1129 39.8449 30.0315 28.0988 30.4483 27.4873 27.0887 31.0675 26.8398 28.9906 26.4288 25.3469 29.6764 42.5878 27.5043 23.7307 44.2782 23.6677
threshold=0.19805239140987399 -0.70515418052673329 1.6349999904632571 1012.4500122070314 1.7649999856948855 -0.25156617164611811 282.05900573730474 1016.5499877929689 0.42499999701976782 5.7500000000000009 15.284999847412111 14.039999961853029 283.50000000000006 -0.26075929403305048 7.2449998855590829 27.045000076293949 0.93363440036773693 6.0050001144409189 252.50864410400393 0.65248388051986705 9.8150000572204608 15.449999809265138 0.82649192214012157 13.344999790191652 1014.0499877929689 1014.9500122070314 -0.83342349529266346 15.765000343322756 7.1499998569488534 7.4249999523162851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 8 6 27 11 -4 22 18 23 -11 14 -13 -14 -6 16 -12 -7 -1 -20 21 -9 -8 24 25 26 -2 28 -5 -16
right_child=1 -3 3 4 5 17 7 20 -10 10 15 12 13 -15 29 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0045936127332718672 -0.0025552502335057948 0.00083802100965156784 -0.00053687781499781116 0.00050778379023182598 -0.0019100868282300905 -0.0018732681791271714 -0.0028476402958216907 0.0063595910915545993 -0.003133316623553747 0.0011365544459383077 -0.0015227152737896338 -0.00069762374155380282 0.01056979680567262 0.0025316381529494579 0.00061234245249207635 0.0009388375345951368 -0.012027995505187367 -0.0051674173365299338 0.0027737878961184592 -0.0026955466704103878 -0.005325531271120309 -0.0053370266882652251 -0.0054713523578080597 7.4954935364169163e-05 -0.00088646058916961364 0.003434573743545351 -0.0069299284831264478 -0.0010190899972586185 0.004401995845207997 -0.0012428711113088593
leaf_weight=2691 8834 722187 28210 32605 52715 22991 34198 2944 71490 57465 25395 30542 1818 10144 34065 14471 709 8740 7865 3876 918 646 13343 33441 37155 2001 6056 13665 9405 34706
leaf_count=2691 8834 722187 28210 32605 52715 22991 34198 2944 71490 57465 25395 30542 1818 10144 34065 14471 709 8740 7865 3876 918 646 13343 33441 37155 2001 6056 13665 9405 34706
internal_value=3.84297e-06 0.000604607 -0.00130208 -0.000961009 -0.000571116 -0.000958545 -0.00218227 -0.00307406 -0.00261859 -0.000303984 0.000323346 -0.000605987 0.000555007 0.00375329 -0.00101218 -0.000828374 -0.00180804 -0.00278061 -6.88407e-05 0.000968223 0.00230392 0.00425485 -0.00358402 -0.00100698 -0.00167643 -0.00341413 -0.0043345 0.000790861 0.0013796 -0.00032391
internal_weight=1.32529e+06 907714 417577 331655 251396 195721 80259 52049 85922 185527 98040 163990 42504 11962 121486 40575 26104 31731 14432 11741 4508 3590 47541 87487 54046 16891 14890 55675 42010 68771
internal_count=1325291 907714 417577 331655 251396 195721 80259 52049 85922 185527 98040 163990 42504 11962 121486 40575 26104 31731 14432 11741 4508 3590 47541 87487 54046 16891 14890 55675 42010 68771
is_linear=0
shrinkage=0.05


Tree=69
num_leaves=31
num_cat=2
split_feature=54 66 31 136 132 111 31 136 52 66 4 62 4 74 101 4 4 31 79 39 54 36 41 30 16 116 22 108 88 67
split_gain=377.527 148.116 92.0351 83.7199 70.7009 87.3016 69.2181 45.0269 44.4561 46.8745 35.1906 33.8398 33.8269 34.302 31.9723 33.8395 30.7064 30.3112 29.5876 28.9441 37.3844 28.9394 28.7103 37.5029 28.5675 39.0565 28.3777 26.9226 26.8776 25.8187
threshold=0.57499998807907116 1.6749999523162844 1014.5499877929689 0 1016.5499877929689 0.29855790734291082 1011.0499877929689 1 11.315000057220461 36.034999847412116 7.5499999523162851 0.52510687708854686 10.449999809265138 0.88600146770477306 0.094855438917875304 6.4500000476837167 11.650000095367433 1026.1499633789065 16.945000648498539 15.750000000000002 11.654999732971193 10.550000190734865 3.8500000238418584 1018.2500000000001 14.039999961853029 -0.59480014443397511 8.0450000762939471 0.30005498230457311 -0.3120694607496261 1.0349999666213991
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=14 29 4 10 5 7 8 21 9 -7 22 -9 13 28 15 -1 17 24 -12 20 -6 -3 23 -4 27 -26 -25 -5 -8 -2
right_child=1 2 3 16 19 6 12 11 -10 -11 18 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.00197841941392759 -0.003882219202997006 0.0023236558246189751 -0.00040549779099214407 -0.00059131424915202552 0.0051345888429912183 -0.0044281605840109156 -0.0010814129017992925 0.0033803721981225834 -0.00094607898992880477 -0.01138814960586935 0.003038915586310106 9.6129443678015477e-06 0.0011717407872095949 -0.0051894063512409345 0.00086953251762723622 0.002368414561778517 0.0020445382187802624 0.001741753724991925 0.00043417315475782926 -0.0080726585687874615 5.7911767166455926e-05 -0.0025537813698692765 -0.0022673355882354717 0.0027559253888579547 -0.0031678480656499655 0.00082639892756901498 0.00036005470130249357 -0.002060960693763261 -0.0032266466193713334 -0.0020736826290926572
leaf_weight=19028 36442 3607 51439 52412 6491 28796 54817 10847 8547 2641 26010 23746 9514 7549 672498 5855 9009 9901 18770 705 8217 19388 10012 24009 7556 32207 25471 76862 19902 43043
leaf_count=19028 36442 3607 51439 52412 6491 28796 54817 10847 8547 2641 26010 23746 9514 7549 672498 5855 9009 9901 18770 705 8217 19388 10012 24009 7556 32207 25471 76862 19902 43043
internal_value=3.65083e-06 -0.000885704 -0.000593352 -9.33689e-05 -0.00143247 -0.00169754 -0.00240729 -7.35591e-05 -0.00414355 -0.00501286 0.000763999 0.00106624 -0.00165091 -0.00197733 0.00080441 -0.000955604 -0.000803682 -0.000947126 0.00194711 0.001824 0.00229837 -0.00178793 0.000286475 0.000539835 -0.00110462 6.73885e-05 0.00152259 -0.00146512 -0.00165281 -0.00290285
internal_weight=1.32529e+06 627910 548425 343658 204767 189354 131766 57588 39984 31437 155711 34593 91782 82268 697381 24883 187947 178938 44780 15413 14708 22995 110931 100919 169037 39763 49480 129274 74719 79485
internal_count=1325291 627910 548425 343658 204767 189354 131766 57588 39984 31437 155711 34593 91782 82268 697381 24883 187947 178938 44780 15413 14708 22995 110931 100919 169037 39763 49480 129274 74719 79485
cat_boundaries=0 1 2
cat_threshold=5393 176
is_linear=0
shrinkage=0.05


Tree=70
num_leaves=31
num_cat=5
split_feature=52 64 4 28 79 80 136 135 12 30 136 136 0 53 136 76 67 52 15 52 107 136 68 87 121 86 35 31 10 84
split_gain=354.251 129.714 94.515 87.5796 85.8085 70.5674 69.6369 68.8743 51.7878 51.2241 49.0292 45.5459 44.2282 41.8148 30.4509 31.0825 30.427 30.102 40.3204 26.3099 31.1426 25.9837 25.9502 35.8199 32.1246 28.1159 25.6898 25.0151 24.5814 24.0252
threshold=0.46500000357627874 1.3550000190734866 7.7500000000000009 1017.6499938964845 15.925000190734865 285.77421569824224 0 1017.0499877929689 2.7350000143051152 1012.8500061035157 1 2 178.50000000000003 1.8149999976158144 3 27.185000419616703 29.134999275207523 45.045000076293952 1.8049999475479128 14.135000228881838 -0.49324849247932429 4 289.48841857910162 0.86559224128723156 -0.93038213253021229 0.86664679646492015 12.650000095367433 1015.6499938964845 6.7500000000000009 0.85262987017631542
decision_type=2 2 2 2 2 2 1 2 2 2 1 1 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=22 -2 3 5 11 6 28 9 29 17 13 -4 -13 -5 -11 -16 -10 18 -7 20 27 -20 23 -1 -25 -24 -27 -18 -3 -6
right_child=1 2 4 10 8 7 -8 -9 16 14 -12 12 -14 -15 15 -17 19 -19 21 -21 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.00079980059911252297 -0.0030142373957082877 -0.0024506274722878411 0.00022249435171913732 0.0048005955992625618 1.4344551681101659e-05 -0.0022995625301565066 0.0011798986177345026 0.0027403576776494831 0.0017578652824551681 -0.0027755721566380801 -0.00090847437910502823 -0.00012176496221286819 0.0036646476110188141 0.00048868736024817343 -0.0013023256143080125 0.0039762149519350599 -0.007542863799937698 0.0024709418772645448 -0.0012212378230719576 0.00027885300139143294 0.0038206446442291941 -0.0055856277376348006 0.0052086727146359408 0.0016633632864138826 -0.0028788850111202357 -0.0014966591507450081 0.0044290484595980849 -0.00084275093742235986 0.00036240087905487221 -0.0030239300339324105
leaf_weight=655883 62524 31436 30592 6108 8925 25700 39145 7032 21651 42402 85586 10147 32142 70739 71538 2902 3552 2016 3957 15771 1236 25693 6835 5669 12422 4713 2989 2292 10314 24012
leaf_count=655883 62524 31436 30592 6108 8925 25700 39145 7032 21651 42402 85586 10147 32142 70739 71538 2902 3552 2016 3957 15771 1236 25693 6835 5669 12422 4713 2989 2292 10314 24012
internal_value=-2.01533e-06 -0.000851415 -0.000616189 -0.000997662 0.000461253 -0.00156295 -0.000335017 -0.00211103 -0.000697669 -0.00230686 -8.5392e-05 0.00169265 0.00275547 0.000831301 -0.0017061 -0.0010964 0.000414719 -0.00353048 -0.00374907 -0.000857894 -0.00339005 -0.00500547 0.000784344 0.000739263 -0.00145553 0.00287445 0.000802995 -0.0049151 -0.00175527 -0.00220064
internal_weight=1.32592e+06 637412 574888 424568 150320 262135 80895 181240 77439 174208 162433 72881 42289 76847 116842 74440 44502 57366 55350 22851 7080 29650 688511 673974 18091 14537 7702 5844 41750 32937
internal_count=1325923 637412 574888 424568 150320 262135 80895 181240 77439 174208 162433 72881 42289 76847 116842 74440 44502 57366 55350 22851 7080 29650 688511 673974 18091 14537 7702 5844 41750 32937
cat_boundaries=0 1 2 3 4 5
cat_threshold=244 5889 6724 614 144
is_linear=0
shrinkage=0.05


Tree=71
num_leaves=31
num_cat=2
split_feature=52 64 4 79 12 28 136 76 112 16 76 67 60 87 136 135 116 21 31 19 68 87 120 87 127 71 104 30 66 123
split_gain=319.839 116.431 84.6815 94.9298 84.7602 69.5374 63.8193 51.9569 41.4105 49.298 39.9826 38.8445 35.016 34.7707 33.0349 31.1159 29.7894 28.8401 28.7085 25.0758 24.4919 30.2812 32.2134 25.289 24.3444 24.1481 23.3271 23.922 23.092 22.2538
threshold=0.42499999701976782 1.2749999761581423 4.5499999523162851 15.925000190734865 2.995000004768372 1017.6499938964845 0 23.314999580383304 -0.8703225553035735 15.405000209808351 19.494999885559086 17.414999961853031 0.48158860206604009 0.84625041484832775 1 1015.6499938964845 0.026175950653851036 7.5650000572204599 1010.9500122070314 12.50999975204468 289.48841857910162 0.86559224128723156 -0.9099266231060027 0.85869845747947704 0.56638467311859142 274.09466552734381 -0.47165934741497034 1023.6499938964845 11.444999694824221 0.13052122294902804
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=20 -2 5 6 12 7 16 8 9 -3 19 -6 13 -5 17 18 -4 -7 28 29 21 -1 -23 -22 -9 -12 27 -15 -10 -8
right_child=1 2 3 4 11 14 10 24 15 -11 25 -13 -14 26 -16 -17 -18 -19 -20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00076165716139660984 -0.0029388325607423416 -0.0015911147784619635 -0.00021650572876633274 -0.00019486482188964694 0.0034028210289793713 0.0031816168266153391 1.4925030531893805e-05 0.0037484003317775024 -0.0032402357545391713 0.0027761306991194007 -0.0005824037858885759 -0.00019166432632050114 -0.00087212528914097263 -0.0043752721057501642 -0.00086063093434148865 0.0019097601414184589 0.0028035698462062987 6.5467949930791784e-05 -0.0025053693750858278 -0.00095087081661596347 0.0054745398885529296 0.0016123137564637642 -0.0029075865290863817 0.0010327024100287277 -0.0028910425257075659 0.0033119840366575165 0.00012249036729414448 0.0063364839862223785 -0.0070702352503198371 0.0023917915492418047
leaf_weight=654815 58140 57371 10259 8384 9397 10766 50453 5779 9486 7282 5551 37552 29945 31444 68649 3457 40007 23927 73746 60041 5492 6017 11431 7693 1814 14070 3463 530 6726 12236
leaf_count=654815 58140 57371 10259 8384 9397 10766 50453 5779 9486 7282 5551 37552 29945 31444 68649 3457 40007 23927 73746 60041 5492 6017 11431 7693 1814 14070 3463 530 6726 12236
internal_value=-1.91801e-06 -0.000805282 -0.00059227 -3.36015e-05 -0.00113295 -0.001243 0.000655372 -0.00187794 -0.00207201 -0.00109922 0.000114459 0.000527784 -0.00218994 -0.00309047 -0.000225178 -0.00274528 0.00218675 0.00103218 -0.00292417 -0.000220584 0.000748737 0.00070688 -0.00134888 0.00288288 0.00216221 0.00221022 -0.00377553 -0.00419771 -0.00482922 0.000478856
internal_weight=1.32592e+06 640475 582335 313332 120715 269003 192617 165661 158068 64653 142351 46949 73766 43821 103342 93415 50266 34693 89958 122730 685448 672263 17448 13185 7593 19621 35437 31974 16212 62689
internal_count=1325923 640475 582335 313332 120715 269003 192617 165661 158068 64653 142351 46949 73766 43821 103342 93415 50266 34693 89958 122730 685448 672263 17448 13185 7593 19621 35437 31974 16212 62689
cat_boundaries=0 1 2
cat_threshold=1296 5888
is_linear=0
shrinkage=0.05


Tree=72
num_leaves=31
num_cat=5
split_feature=54 66 8 79 30 108 135 136 136 12 136 87 30 66 55 63 86 7 16 116 108 67 136 74 60 32 7 136 22 17
split_gain=289.771 106.993 72.3834 74.7028 64.5711 60.2131 57.0289 48.2412 46.6162 45.5925 38.6439 37.3645 36.9955 31.4937 29.9789 29.5491 31.6469 26.209 26.1637 29.2166 26.0683 25.9965 25.925 30.3729 37.4342 25.5606 24.1651 23.8562 22.4689 29.6461
threshold=0.86500000953674328 1.6749999523162844 8.7500000000000018 15.434999942779543 1017.3500061035157 0.27335070073604589 1016.9500122070314 0 1 3.1550000905990605 2 0.87887051701545726 1012.7500000000001 3.3349999189376835 2.3950001001358037 0.50948297977447521 0.846083164215088 6.0499999523162851 18.219999313354496 -0.47714059054851526 -0.81643056869506825 18.144999504089359 3 0.80406397581100475 0.77587985992431652 16.150000572204593 6.3500001430511483 4 8.5050001144409197 15.405000209808351
decision_type=2 2 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 1 2 2
left_child=11 26 4 10 5 7 12 -3 14 15 20 13 22 -1 -6 16 -5 -9 28 -20 -4 -11 -7 25 -25 -24 27 -2 -14 -30
right_child=1 2 3 9 8 6 -8 17 -10 21 -12 -13 18 -15 -16 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00069857164858961901 -0.00041231628653352529 0.0013499436386005545 -0.0023526499737152001 0.0005718221054093227 0.0037089671368262626 0.001044493003631424 0.0025261177902382811 -0.0021580126206733117 -0.0010168237712578699 0.0035622226492900313 0.0007247316797806654 -0.0010627371057163122 -0.001476403120875928 0.0030041522270968738 0.00039459190733709501 -0.00020107101175600821 -0.0034538160437490896 0.0010031114455408281 -0.0053274401041812133 0.0088771142260390939 0.0037274428984581452 2.0550270628720813e-05 -0.0017959663267473572 -0.0062685999705472369 -0.00020010459660148219 -0.0055884585929527521 -0.0041513535667665113 -0.0027655794970574913 -0.0047775784680820672 0.00041074777125077499
leaf_weight=676868 15284 27695 1934 6094 7606 3080 6524 27969 77996 6462 58574 29678 81651 15143 66245 20508 24548 8565 525 1166 19929 26143 20660 15310 3047 5660 19141 36573 11749 3596
leaf_count=676868 15284 27695 1934 6094 7606 3080 6524 27969 77996 6462 58574 29678 81651 15143 66245 20508 24548 8565 525 1166 19929 26143 20660 15310 3047 5660 19141 36573 11749 3596
internal_value=-1.82243e-06 -0.000809635 -0.000566858 0.000306501 -0.000955425 -0.00150843 -0.00204788 -0.000223662 -0.00016443 -0.000738664 0.00139478 0.000674519 -0.00225165 0.000749024 0.000735844 -0.00167005 -0.00265321 -0.00141653 -0.00169881 0.00446707 0.00318814 0.000722476 -0.00339405 -0.00369945 -0.00526132 -0.00261153 -0.00263303 -0.00207261 -0.00180631 -0.00356173
internal_weight=1.32592e+06 604234 533236 164192 369044 217197 152968 64229 151847 83755 80437 721689 146444 692011 73851 51150 30642 36534 98687 1691 21863 32605 47757 44677 18357 26320 70998 51857 96996 15345
internal_count=1325923 604234 533236 164192 369044 217197 152968 64229 151847 83755 80437 721689 146444 692011 73851 51150 30642 36534 98687 1691 21863 32605 47757 44677 18357 26320 70998 51857 96996 15345
cat_boundaries=0 1 2 3 4 5
cat_threshold=7938 5889 1296 128 3845
is_linear=0
shrinkage=0.05


Tree=73
num_leaves=31
num_cat=4
split_feature=54 93 66 16 116 54 8 31 53 136 87 70 18 87 8 12 136 124 66 73 108 136 15 91 136 31 110 134 15 53
split_gain=261.519 97.8163 66.9692 62.4664 107.962 78.8123 56.1149 47.9401 44.767 42.6222 39.5035 39.1705 38.7165 33.7215 31.3646 29.2959 28.9615 29.6812 28.8232 27.6285 27.3446 26.8758 24.3153 23.9545 23.952 23.3647 31.8254 29.1213 24.9133 22.9514
threshold=0.86500000953674328 -0.91065099835395802 1.3550000190734866 14.039999961853029 -0.46173103153705591 9.6250000000000018 13.34999990463257 1026.549987792969 5.3150000572204599 0 0.86903318762779247 315.62242126464849 11.775000095367433 0.87887051701545726 1.0000000180025095e-35 2.0149999856948857 1 0.13052122294902804 2.1750000715255742 0.91298323869705211 0.052394516766071327 2 2.1950000524520878 -0.85434195399284352 3 1015.8500061035157 0.31706164777278906 1019.8500061035157 1.6549999713897707 0.50499999523162853
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 1 2 2 1 2 2 2 2 2
left_child=13 8 -3 6 -5 24 7 9 16 11 12 25 -11 18 -13 -14 17 20 -1 -12 -2 29 -8 -7 -6 26 -4 28 -28 -20
right_child=1 2 3 4 5 23 22 -9 -10 10 19 14 15 -15 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00065460446181022898 0.0034203538783283932 -0.0026018767805402482 0.0016357909374612974 -0.0027633481454930036 0.00060198474635363109 9.2264480300318678e-05 0.0034009197355014489 0.0029072462614097763 -0.0040473842030664354 -0.0002056873045199368 -0.0021640865966126867 0.0019797950223273976 -0.0026214965572995304 -0.0010096002455217221 -0.0036004794555299854 -0.00082677262715237032 -0.0022769378397131819 0.001746116200231409 0.00967570298878144 -0.0062135664132217704 -0.0037307654448683336 0.0014137228433339663 0.00044354311469375224 0.0021332478243631511 0.005191378477114289 0.0012489478315028568 0.00037663531590023707 0.0063392972768094406 -0.0027440120466574623 0.0031256945170975037
leaf_weight=671095 1688 35408 12789 18539 3520 50875 9491 8253 25870 86696 48577 3199 43417 29678 11830 47740 44745 10967 2053 4612 6425 15026 25964 20039 15078 38985 9748 1182 18597 3837
leaf_count=671095 1688 35408 12789 18539 3520 50875 9491 8253 25870 86696 48577 3199 43417 29678 11830 47740 44745 10967 2053 4612 6425 15026 25964 20039 15078 38985 9748 1182 18597 3837
internal_value=-1.73172e-06 -0.000769154 -0.000503542 -0.000348474 0.000709525 0.0014288 -0.000656542 -0.000856385 -0.00229285 -0.000951265 -0.00131962 -6.76339e-05 -0.000962142 0.000640793 -0.00241269 -0.00168158 -0.00158169 4.99238e-05 0.000711573 -0.00251522 -0.0022429 0.00253941 0.00123521 0.000669009 0.00432587 0.000365856 -0.000447721 -0.00135015 -0.0016708 0.00539958
internal_weight=1.32592e+06 604234 514539 479131 108051 89512 371080 335625 89695 327372 231042 96330 177853 721689 15029 91157 63825 19080 692011 53189 8113 20916 35455 70914 18598 81301 42316 29527 28345 5890
internal_count=1325923 604234 514539 479131 108051 89512 371080 335625 89695 327372 231042 96330 177853 721689 15029 91157 63825 19080 692011 53189 8113 20916 35455 70914 18598 81301 42316 29527 28345 5890
cat_boundaries=0 1 2 3 4
cat_threshold=7424 3474 5906 2080
is_linear=0
shrinkage=0.05


Tree=74
num_leaves=31
num_cat=4
split_feature=94 97 4 86 54 93 54 136 8 11 127 28 136 120 136 76 76 0 4 127 67 8 54 54 28 2 37 136 66 90
split_gain=239.801 73.0884 49.0508 68.236 51.033 40.6361 35.4587 35.1854 33.7582 32.3922 32.1765 29.2575 28.9438 28.7228 27.6414 26.941 25.0006 24.7715 23.6256 22.5219 22.0084 21.5813 21.5745 21.3352 20.8615 27.548 26.4793 20.7898 20.6805 20.0616
threshold=0.27072268724441534 -0.76330155134201039 4.3500001430511483 0.86545658111572277 6.1449999809265146 0.63403883576393139 1.075000047683716 0 9.3499999046325701 7.2500000000000009 -0.21643137186765668 1018.7500000000001 1 0.14780378341674807 2 21.125000000000004 45.524999618530281 210.50000000000003 13.150000095367433 0.55191597342491161 8.305000305175783 14.150000095367433 2.0449999570846562 1.1050000190734866 1022.1499938964845 309.50000000000006 12.050000190734865 3 1.0349999666213991 -0.5053262710571288
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=1 2 11 4 7 12 8 10 -3 -5 -4 15 29 18 -13 -1 -8 28 24 27 -12 -11 -16 -21 25 -14 -27 -19 -9 -2
right_child=5 6 3 9 -6 -7 16 17 -10 21 20 14 13 -15 22 -17 -18 19 -20 23 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0017092052895420402 -0.0015543992618243291 -0.0014115591822426716 0.0039098016143655134 0.0002307237239543261 -0.00046828734583859383 0.00065527257043520226 -0.0026747032652625169 -0.0062027169155487241 0.0036779576893650207 -0.0027132405850509335 -0.0013545218551830305 -0.0015198557602656728 0.00068287735510978026 -0.0014039538233403461 0.0046088322369951806 0.0028009749174359492 0.003254996224758987 0.0023193992693628491 0.0039249321064821962 0.0060504237096625823 0.0023201577888006782 0.00087418774673709762 0.00040494324538945138 0.0015124381583922579 0.0017449714105952801 -0.0026017421637653214 -0.0001776423727732207 0.0075805554903227912 0.0014320953767050721 -0.0067784234801144027
leaf_weight=123844 12066 11657 4963 19506 55282 693509 81899 952 4522 33844 18034 19149 59383 29945 3563 3402 1817 2973 4364 3269 5264 4785 21278 12471 18486 15750 39564 5231 12983 2168
leaf_count=123844 12066 11657 4963 19506 55282 693509 81899 952 4522 33844 18034 19149 59383 29945 3563 3402 1817 2973 4364 3269 5264 4785 21278 12471 18486 15750 39564 5231 12983 2168
internal_value=-1.64327e-06 -0.000938688 -0.000598904 -2.15211e-05 0.000652923 0.000480873 -0.00213188 0.00159007 1.09512e-05 -0.00143018 0.000254332 -0.00120434 -0.000184678 -6.55682e-07 -9.27771e-05 -0.00158862 -0.002546 0.00258589 0.000304853 0.00356202 -0.000524257 -0.00226886 0.00100751 0.00245492 0.000186234 -6.49919e-05 -0.000867876 0.00568606 0.000910506 -0.00234843
internal_weight=1.32592e+06 450688 350793 179557 121422 875235 99895 66140 16179 58135 28261 171236 181726 167492 43990 127246 83716 37879 137547 23944 23298 38629 24841 15740 133183 114697 55314 8204 13935 14234
internal_count=1325923 450688 350793 179557 121422 875235 99895 66140 16179 58135 28261 171236 181726 167492 43990 127246 83716 37879 137547 23944 23298 38629 24841 15740 133183 114697 55314 8204 13935 14234
cat_boundaries=0 1 2 3 4
cat_threshold=4197 96 2212 2048
is_linear=0
shrinkage=0.05


Tree=75
num_leaves=31
num_cat=0
split_feature=94 98 103 67 61 79 31 12 14 76 54 14 67 52 21 8 31 135 135 131 8 53 87 3 132 53 90 55 39 31
split_gain=219.278 68.6422 44.3382 38.4772 43.369 41.8889 44.2275 38.759 45.8963 36.6955 36.4169 34.2315 32.7037 39.1442 29.4001 28.4629 27.6534 33.2838 22.5894 21.4191 20.8924 20.6009 20.0938 19.9901 17.7176 17.6433 20.0352 16.9254 16.7115 16.3193
threshold=0.28227639198303228 -0.79613247513771046 0.19524247199296954 7.5950000286102304 0.54068127274513256 16.085000038146976 1011.5499877929689 1.9650000333786013 1.4950000047683718 37.475000381469734 3.304999947547913 1.6549999713897707 35.254999160766609 33.094999313354499 7.5650000572204599 5.7500000000000009 1015.1499938964845 1015.8500061035157 1015.7500000000001 315.50000000000006 16.849999427795414 1.0049999952316286 0.85236996412277233 308.50000000000006 1019.4500122070314 2.0149999856948857 -0.33742268383502955 5.0450000762939462 11.550000190734865 1012.3500061035157
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 3 -2 7 5 6 18 8 15 10 29 -9 -4 16 -8 -1 17 -14 -5 20 23 -17 -7 27 -12 -10 -27 -13 -24 -3
right_child=2 9 12 4 -6 22 14 11 25 -11 24 19 13 -15 -16 21 -18 -19 -20 -21 -22 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0013283348703018137 -0.0012010448316453499 -0.002723333612214877 0.00060885564291797618 -0.0034076327285367178 -0.00063041323357643339 0.001377091880481086 0.003815425478427498 0.0053219526314875658 -0.0011911290385467625 0.0025537773803235575 -0.0032194557946854082 0.0033747332420771266 -0.0053604730507733865 0.00096381282186151068 0.00070902922953660632 0.0019103484735062679 -0.00076986355447480144 0.004006182340072907 0.0062510421795781146 -0.0065956849332736893 0.0076440443177128482 -0.0004510148011902344 -0.0045445580821077232 -0.0013098131923372114 0.011767856128904216 -0.0026575394345645497 -0.0057684198794260913 -0.00048039320447704101 -0.0005626604588488157 -0.00082274139986635182
leaf_weight=87322 38335 15214 791720 4648 81996 6240 22124 3533 13560 4317 48570 6168 8287 17102 11616 12833 13846 1071 696 1150 953 32956 4436 12258 198 22488 6723 5288 6490 43840
leaf_count=87322 38335 15214 791720 4648 81996 6240 22124 3533 13560 4317 48570 6168 8287 17102 11616 12833 13846 1071 696 1150 953 32956 4436 12258 198 22488 6723 5288 6490 43840
internal_value=-3.68556e-06 -0.000892373 0.000461525 -0.000541706 0.000103084 0.00117231 0.00207657 -0.000976042 -0.00125673 -0.00196645 -0.00214743 0.000706015 0.000538126 -0.000851189 0.00274596 -0.00079889 -0.0021889 -0.00428848 -0.00214969 7.4334e-05 0.000385297 0.00021079 -0.000886536 9.3588e-05 -0.00315861 -0.00268162 -0.00337352 0.00159524 -0.00217933 -0.00131239
internal_weight=1.32598e+06 455617 870361 343478 138246 56250 39084 205232 175882 112139 107822 29350 832026 40306 33740 133111 23204 9358 5344 25817 24667 45789 17166 23714 48768 42771 29211 11456 10926 59054
internal_count=1325978 455617 870361 343478 138246 56250 39084 205232 175882 112139 107822 29350 832026 40306 33740 133111 23204 9358 5344 25817 24667 45789 17166 23714 48768 42771 29211 11456 10926 59054
is_linear=0
shrinkage=0.05


Tree=76
num_leaves=31
num_cat=4
split_feature=94 98 79 12 136 0 76 86 76 29 54 54 4 109 136 54 39 136 136 54 75 65 63 67 55 61 92 83 30 52
split_gain=198.053 60.8513 38.7051 42.879 38.2245 41.6551 36.0277 33.4473 33.1868 32.0564 31.7429 30.9656 29.4819 29.6165 48.5464 47.9624 26.9989 26.7211 26.3345 39.9302 38.5382 23.905 30.8144 23.368 23.0184 22.8412 25.4069 21.6484 21.5715 23.5676
threshold=0.25926616787910467 -0.79613247513771046 12.414999961853029 3.1550000905990605 0 137.50000000000003 15.954999923706056 0.84989842772483837 37.475000381469734 1026.350036621094 3.304999947547913 5.2449998855590829 10.050000190734865 0.22994823008775714 1 6.2349998950958261 11.550000190734865 2 3 1.2749999761581423 0.61782941222190868 32.414999008178718 0.38315662741661077 27.404999732971195 12.444999694824221 0.61206740140914928 -0.015703605487942692 288.09173583984381 1015.1499938964845 33.965000152587898
decision_type=2 2 2 2 1 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
left_child=1 4 6 16 5 27 24 11 10 12 17 -7 13 14 15 -6 -4 -3 -15 -20 -21 22 -18 -5 -2 -22 -27 -1 29 -25
right_child=2 8 3 23 9 7 -8 -9 -10 -11 -12 -13 -14 18 -16 -17 21 -19 19 20 25 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.0014083967313517751 0.00058738503485685097 0.00038606739628332292 -0.0025089292929910464 0.0027516986597933327 0.003638703059822038 0.0058760333225293592 0.0028668857428513304 -7.5673972777062616e-05 0.0024754062787267564 0.0029441682326326233 -0.003003163012867684 0.0015225246484488562 0.0008330093051892595 -0.00253618972704415 -0.0010298204635117449 -0.00027160291891618535 -0.0019441078666010106 -0.0019582156586893536 0.0011196814337351352 -0.002932169646934778 4.6021438343494605e-05 -0.0027723725813271352 0.00083943692847971124 -0.0042346178108526927 -0.00048323980218279469 -0.003440446111415368 -0.00017721100766504108 -0.0024458608682106663 0.0013385337502457024 0.00044106837957079339
leaf_weight=5469 692547 17219 23255 12336 12889 7330 16571 11330 4210 5800 48047 9225 24888 39537 78114 20026 14367 41337 18034 29729 36850 9476 32285 4737 54128 12938 11067 10913 15072 6252
leaf_count=5469 692547 17219 23255 12336 12889 7330 16571 11330 4210 5800 48047 9225 24888 39537 78114 20026 14367 41337 18034 29729 36850 9476 32285 4737 54128 12938 11067 10913 15072 6252
internal_value=-3.50129e-06 -0.000863366 0.000430763 -0.000412875 -0.000526637 0.000841748 0.000560949 0.00201754 -0.00187872 -0.00073561 -0.00205067 0.00345011 -0.000810767 -0.00096861 -0.000351202 0.00125923 -0.00107638 -0.00126912 -0.0014313 -0.00102879 -0.00145664 -0.000482839 -1.77865e-05 0.000958864 0.000509773 -0.000735811 -0.001936 -0.00115915 0.000110224 -0.00157447
internal_weight=1.32598e+06 444952 881026 117780 334139 44267 763246 27885 110813 289872 106603 16555 284072 259184 111029 32915 79383 58556 148155 108618 90584 56128 46652 38397 746675 60855 24005 16382 26061 10989
internal_count=1325978 444952 881026 117780 334139 44267 763246 27885 110813 289872 106603 16555 284072 259184 111029 32915 79383 58556 148155 108618 90584 56128 46652 38397 746675 60855 24005 16382 26061 10989
cat_boundaries=0 1 2 3 4
cat_threshold=1280 4675 3348 100
is_linear=0
shrinkage=0.05


Tree=77
num_leaves=31
num_cat=2
split_feature=52 64 88 16 116 54 4 31 37 21 87 60 100 12 52 87 136 30 94 107 136 12 54 104 80 75 79 92 8 86
split_gain=179.765 82.5238 60.9296 47.4171 90.1634 84.6694 44.5068 44.9352 39.4586 57.7351 41.6099 37.381 42.461 35.6161 36.6329 34.1176 45.2498 41.229 33.5317 31.7195 31.3848 29.1166 30.317 28.3873 26.2749 25.7958 24.7453 23.0567 35.2809 29.6488
threshold=0.46500000357627874 1.2749999761581423 -0.33604811131954188 14.039999961853029 -0.0087262028828264185 10.47499990463257 11.650000095367433 1026.549987792969 12.050000190734865 7.9249999523162851 0.8598521649837495 0.75207722187042247 0.46172718703746801 3.1550000905990605 3.5649999380111699 0.83569154143333446 0 1013.8500061035157 -0.38705195486545557 -0.22301888465881345 1 1.8149999976158144 7.0450000762939462 -0.89521360397338856 247.42814636230472 0.69474574923515331 14.385000228881838 -0.26110549271106714 6.7500000000000009 0.8569355607032777
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=27 -2 3 6 -5 18 7 8 10 15 -3 12 -11 14 -4 16 23 19 -6 -17 26 -18 -23 -10 -16 -19 -12 28 -1 -29
right_child=1 2 13 4 5 -7 -8 -9 9 11 20 -13 -14 -15 24 17 21 25 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00068424131709938303 -0.0024177573703096575 -0.00088209538395788215 -0.00087273744008694589 -0.0014967558578225541 0.0096960060621216707 0.00077387150541533771 0.0015095967664453334 0.0029948582126405224 0.0052608577389875741 -0.0012392150057680673 -0.001070368627570893 -0.00024787063389416293 -0.0044035402841637195 0.005049993233245024 0.0010712584319620133 -0.0019237049555770294 -0.00094485028985814368 -0.0010739636040339787 0.0037746283948454345 0.006756306502220805 -0.0014745706599968587 0.0044709108437697752 -0.00023682656571633525 0.0015669940962957539 -0.0034576585384442065 0.0010875043319328794 -0.0058757336441897737 0.00056921597120032511 0.0054509056206811964 -0.0013628268444740746
leaf_weight=10927 57378 64849 43515 32921 2914 60940 26159 8369 6508 26934 3494 32230 17483 1913 3546 41348 32547 21260 13317 1080 14312 5994 7963 25902 33062 39357 11486 651768 6021 20481
leaf_count=10927 57378 64849 43515 32921 2914 60940 26159 8369 6508 26934 3494 32230 17483 1913 3546 41348 32547 21260 13317 1080 14312 5994 7963 25902 33062 39357 11486 651768 6021 20481
internal_value=-3.32814e-06 -0.000608992 -0.000429871 -0.000221634 0.000694019 0.0016286 -0.000481929 -0.000626194 -0.000712105 -0.00039304 -0.00158858 -0.00154413 -0.00248473 -0.00169237 -0.00185335 9.18371e-05 0.000874201 -0.000507313 0.00483771 -0.00170276 -0.00315265 -0.000125538 0.00178497 0.00230802 -0.00301897 0.00032942 -0.00475174 0.000556272 0.00237766 0.000510354
internal_weight=1.32598e+06 636781 579403 497367 110092 77171 387275 361116 352747 258606 94141 76647 44417 82036 80123 181959 78914 103045 16231 42428 29292 46504 13957 32410 36608 60617 14980 689197 16948 672249
internal_count=1325978 636781 579403 497367 110092 77171 387275 361116 352747 258606 94141 76647 44417 82036 80123 181959 78914 103045 16231 42428 29292 46504 13957 32410 36608 60617 14980 689197 16948 672249
cat_boundaries=0 1 2
cat_threshold=1808 836
is_linear=0
shrinkage=0.05


Tree=78
num_leaves=31
num_cat=5
split_feature=94 97 86 19 136 103 12 4 67 12 0 108 136 53 12 27 53 19 22 135 14 75 71 132 30 87 135 136 136 136
split_gain=162.859 54.5151 35.6062 55.0903 36.5271 33.6827 32.4896 30.4814 27.6371 30.8937 27.186 32.699 24.0347 22.9554 21.2764 20.3661 25.9707 19.5924 19.2644 19.2232 19.2199 18.967 19.7875 18.8816 18.7158 30.3907 23.1979 21.0183 18.2907 17.5695
threshold=0.30756244063377386 -0.78349500894546498 0.87059694528579723 12.50999975204468 0 0.13237363100051883 2.7749999761581425 7.3500001430511483 35.254999160766609 3.9650000333786015 170.50000000000003 0.21071469783782962 1 1.8550000190734866 1.935000002384186 318.50000000000006 2.9650000333786015 9.5450000762939471 7.4249999523162851 1018.2500000000001 1.6050000190734866 0.79411256313323986 279.54785156250006 1015.9500122070314 1015.1499938964845 0.83372169733047496 1015.8500061035157 2 3 4
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 1 1 1
left_child=1 2 3 4 10 -2 13 17 -7 24 15 -12 -4 -3 -5 16 23 -6 -19 20 29 22 -8 -1 25 -10 27 -27 -13 -15
right_child=5 6 12 14 7 8 21 -9 9 -11 11 28 -14 19 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0027932870299834443 -0.001295152098544132 -0.0010006331012446747 -0.0020954695585568813 -0.0015103868893869849 -0.0012198374148867331 0.00052819720216941933 -0.00058006610256843515 0.0016000480590821705 -0.00014767014972072632 0.0019360125124654863 0.0076072081095570013 0.0036435731803177705 -0.00038268689676576812 -0.00034397316700855881 -0.00013212909827568656 -0.0044526714770747782 -0.00045267535103149352 0.0011567948731217856 -0.000801180822497683 0.010200647927360765 -0.0035200216354644093 -0.0012687927256464452 0.0055034768407268694 0.012061009395736597 -0.00065839773523015618 -0.0093491998427735114 0.0033611636446113078 -0.0030681612898073897 0.00045094406164303871 -0.0026908071572212182
leaf_weight=3650 28151 37496 47244 72965 40713 790467 2296 23969 4584 8092 3244 9613 36181 12958 45439 1999 10093 27243 23313 294 30654 5117 3199 647 21025 3052 655 2417 8426 20782
leaf_count=3650 28151 37496 47244 72965 40713 790467 2296 23969 4584 8092 3244 9613 36181 12958 45439 1999 10093 27243 23313 294 30654 5117 3199 647 21025 3052 655 2417 8426 20782
internal_value=-3.16229e-06 -0.000754019 -0.00044957 -0.000171797 0.000455158 0.000405778 -0.0017115 1.32319e-05 0.000463448 -0.000821736 0.00180652 0.00298567 -0.00135294 -0.00198496 -0.000981463 0.000276358 0.000933295 -0.000403495 0.000253909 -0.00255552 -0.00261376 0.000921728 0.00296156 0.00418873 -0.00152497 -0.00322647 -0.00553104 -0.00659603 0.00215457 -0.00179039
internal_weight=1.32598e+06 467535 354739 271314 152910 858443 112796 115238 830292 39825 37672 21283 83425 102184 118404 16389 14390 91269 50556 64688 64394 10612 5495 4297 31733 10708 6124 5469 18039 33740
internal_count=1325978 467535 354739 271314 152910 858443 112796 115238 830292 39825 37672 21283 83425 102184 118404 16389 14390 91269 50556 64688 64394 10612 5495 4297 31733 10708 6124 5469 18039 33740
cat_boundaries=0 1 2 3 4 5
cat_threshold=1792 613 838 1280 1812
is_linear=0
shrinkage=0.05


Tree=79
num_leaves=31
num_cat=4
split_feature=52 12 15 28 97 136 136 0 92 123 136 134 12 23 53 124 65 92 8 86 120 76 52 85 19 19 136 120 35 8
split_gain=148.533 73.0656 94.8979 74.2744 57.1588 39.6481 37.6179 37.1152 32.8518 31.0519 30.1398 29.4066 29.3276 35.0011 28.0507 26.301 25.9746 21.9977 31.6306 25.4251 21.8742 21.7335 21.0629 22.2486 20.9846 29.349 21.5141 20.8409 20.8283 20.1238
threshold=0.46500000357627874 2.435000061988831 2.0849999189376835 1020.9500122070314 -0.78590109944343556 0 1 159.50000000000003 -0.23550448566675183 -0.19936034083366391 2 1017.0499877929689 3.2350000143051152 6.5050001144409189 21.664999961853031 0.1650413200259209 32.414999008178718 -0.26110549271106714 6.7500000000000009 0.8569355607032777 -0.93038213253021229 32.725000381469734 7.1949999332427987 0.83359268307685863 9.5450000762939471 12.50999975204468 3 0.13052122294902804 15.550000190734865 8.8499999046325701
decision_type=2 2 2 2 2 1 1 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=17 3 14 4 5 7 -5 -2 28 -7 -4 -6 16 -14 -3 -11 22 18 -1 -19 -21 -22 23 -12 -9 26 -26 -10 -8 -17
right_child=1 2 10 6 11 9 8 24 27 15 12 -13 13 -15 -16 29 -18 19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00068130752376566379 -0.0014105092412691853 0.0048372309047053181 0.0023513150329492871 -0.00063289881552693625 -0.0021976259870895697 -0.0016523568303798784 0.0059722090158713824 -0.00062856479055097122 0.0019587868680411304 -0.00097451740636384637 0.0019634032001598942 0.0047690903798079873 0.004032073538139504 0.00011909026520781786 0.00099510967093653733 0.00041937881102904024 -0.0022368631103936091 0.00051531800935111717 0.0051946517616773789 0.0016816207547385835 -0.0029901500820136719 0.0020838680716301276 0.00033539537147429858 -0.0024630281774242883 0.00017130768064414022 0.00039677024096595358 0.0042927415263308557 -0.0010975870204585185 -0.0050436354633253862 0.0047163478242676794
leaf_weight=10927 25561 13469 11486 27991 109255 120176 5705 16203 20098 60156 3452 1536 6396 53664 7339 22198 25659 651768 6021 4795 13173 2513 39326 15981 4369 23891 11580 7720 464 3106
leaf_count=10927 25561 13469 11486 27991 109255 120176 5705 16203 20098 60156 3452 1536 6396 53664 7339 22198 25659 651768 6021 4795 13173 2513 39326 15981 4369 23891 11580 7720 464 3106
internal_value=-3.00941e-06 -0.000553551 0.000310437 -0.000885564 -0.00113627 -0.000764151 0.000724511 0.000168398 0.00184209 -0.00113417 -0.000112713 -0.00210104 -0.000308745 0.000535798 0.00348211 -0.000405625 -0.000909639 0.000505661 0.00228473 0.000460809 -0.00127382 -0.00217726 -0.000330064 -0.00167673 0.000888561 0.00150558 0.00316653 0.00111059 0.00514365 0.000946821
internal_weight=1.32598e+06 636781 176772 460009 398031 287240 61978 81604 33987 205636 155964 110791 144478 60060 20808 85460 84418 689197 16948 672249 20481 15686 58759 19433 56043 39840 15949 27818 6169 25304
internal_count=1325978 636781 176772 460009 398031 287240 61978 81604 33987 205636 155964 110791 144478 60060 20808 85460 84418 689197 16948 672249 20481 15686 58759 19433 56043 39840 15949 27818 6169 25304
cat_boundaries=0 1 2 3 4
cat_threshold=7424 2276 3072 2048
is_linear=0
shrinkage=0.05


Tree=80
num_leaves=31
num_cat=3
split_feature=54 89 136 32 16 116 55 22 101 111 30 82 15 133 136 4 100 113 8 87 12 54 136 53 133 38 4 36 79 66
split_gain=138.935 65.2464 42.3327 33.7428 35.7321 45.8442 49.476 28.4534 28.4352 26.4264 25.8291 35.1927 29.0745 29.927 24.7274 28.8352 25.1408 24.5965 24.1298 24.0713 38.7015 28.0257 25.0858 23.3718 29.0311 22.8215 22.2062 21.821 19.5912 37.7856
threshold=1.3350000381469729 -0.3162671029567718 0 10.550000190734865 13.344999790191652 -0.16504132002592084 7.305000066757203 7.5450000762939462 0.10517791658639909 -0.74584868550300587 1014.0499877929689 288.92803955078131 1.5950000286102297 1019.7500000000001 1 4.1499998569488534 0.49113972485065466 -0.90255093574523915 15.050000190734865 0.85236996412277233 1.8149999976158144 8.4049997329711932 2 5.5650000572204599 1018.2500000000001 11.750000000000002 9.7500000000000018 11.84999990463257 21.214999198913578 2.2250000238418584
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=8 2 10 -4 7 -6 -7 19 9 -1 11 -2 -13 26 -9 16 -16 -3 23 20 -5 25 27 24 -19 -22 -14 -21 29 -10
right_child=1 17 3 4 5 6 -8 14 28 -11 -12 12 13 -15 15 -17 -18 18 -20 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0048364123241286389 0.0027662034170265453 2.252902122421256e-05 0.00035946661957917433 -0.0012168527888134892 -0.0016619231084038972 0.0027420562830627279 -0.00019154286722597945 -0.00030916333587675538 0.00047494529749114657 -0.00095860869037795728 0.0011096560761013961 0.0016659162756312391 -0.0035491162426756692 0.0036292796339358665 -0.0025907792538982163 -0.0013945351667136419 -0.0057649687985647869 -0.001889980923123446 0.0036392842431318163 -0.0054342714969485327 -0.00031949896684089888 -0.00070436229680413383 -0.0006260747870741177 -0.0038707028383162521 0.021588826752938051 0.003744456163601475 0.00030630039083336027 -0.0019454420023099072 -0.00096744604089130841 0.0022617713769920735
leaf_weight=2051 6560 14304 70514 36877 34676 19002 58993 14821 660759 48202 66173 6541 16345 2071 16862 24638 9901 51008 1700 5702 4891 10966 32860 19319 132 11762 4841 20944 21798 30974
leaf_count=2051 6560 14304 70514 36877 34676 19002 58993 14821 660759 48202 66173 6541 16345 2071 16862 24638 9901 51008 1700 5702 4891 10966 32860 19319 132 11762 4841 20944 21798 30974
internal_value=-1.16662e-05 -0.000608063 -0.00037852 -0.000625608 -0.000854954 -0.00014932 0.000523173 -0.00127291 0.000427483 -0.000722094 0.000521363 -0.000549211 -0.0012791 -0.00210738 -0.0021097 -0.00262829 -0.00376507 -0.00187159 -0.00224706 -0.000826026 -0.000156882 0.00125839 -0.00155128 -0.00238908 -0.00182938 0.00255087 -0.00266815 -0.00269101 0.000508446 0.000554955
internal_weight=1.32619e+06 562403 475940 373409 302895 112671 77995 190224 763784 50253 102531 36358 29798 23257 66222 51401 26763 86463 72159 124002 64496 27619 59506 70459 51140 16653 21186 26646 713531 691733
internal_count=1326187 562403 475940 373409 302895 112671 77995 190224 763784 50253 102531 36358 29798 23257 66222 51401 26763 86463 72159 124002 64496 27619 59506 70459 51140 16653 21186 26646 713531 691733
cat_boundaries=0 1 2 3
cat_threshold=1280 6192 612
is_linear=0
shrinkage=0.05


Tree=81
num_leaves=31
num_cat=1
split_feature=53 67 16 12 97 116 67 116 64 21 67 39 15 83 12 20 19 11 132 87 31 14 61 28 136 4 32 52 87 65
split_gain=126.498 67.3617 41.0945 44.2049 41.268 40.5056 38.8635 29.5927 27.49 27.1572 47.0492 45.0838 38.2813 33.4384 32.2243 22.7911 32.2028 25.9805 21.8674 21.6826 21.86 21.2188 20.8941 20.7075 20.0005 22.5279 21.9566 19.1852 19.09 24.6275
threshold=0.94499999284744274 1.3149999976158144 18.219999313354496 2.995000004768372 -0.78108385205268849 -0.47714059054851526 29.134999275207523 0.59480014443397533 5.5050001144409189 7.4049999713897714 11.025000095367433 12.650000095367433 1.5950000286102297 262.76473999023443 1.9249999523162844 6.9149999618530282 10.405000209808351 8.2500000000000018 1015.8500061035157 0.7090376913547517 1018.8500061035157 1.8049999475479128 0.43117332458496099 1020.2500000000001 0 0.25000000745058065 12.949999809265138 39.909999847412116 0.89817613363266002 2.995000004768372
decision_type=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=28 8 3 4 9 -4 7 -5 -2 10 12 21 14 -14 -3 16 17 -6 23 -11 24 -12 -13 -17 26 -26 -21 -7 29 -1
right_child=1 2 5 6 15 27 -8 -9 -10 19 11 22 13 -15 -16 18 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00041448700289113026 -0.0025768342320329758 -5.8149594337902856e-05 -0.0042113945812412446 0.00070234975803483868 -0.00035558961964437261 0.0057607932169441919 -0.00034563869309258436 0.0035732055202258362 0.00053563318938224642 -0.0022283228785041037 0.0028812577449089847 0.0047483304544024751 0.0022460389321543729 -0.001880488103218227 0.003751625294936545 -0.0030297592005396408 0.00055579916112571774 -0.003136642806424584 0.0039076197162954364 -0.00054576970131222985 0.00028964858662387024 -0.00086022334521558596 0.001767456761193077 -0.00039099579158461252 -0.0041750846602006883 0.00016522110426467492 -0.0028951784774636836 0.0010410776372046374 -0.0012524299370828989 0.002024313485498158
leaf_weight=687468 51289 76276 1798 23689 15791 5753 48230 14453 8233 24928 4596 8548 5440 50320 5986 36880 24198 17937 1372 17554 43274 21593 18825 9312 3301 31697 22941 3441 16456 24608
leaf_count=687468 51289 76276 1798 23689 15791 5753 48230 14453 8233 24928 4596 8548 5440 50320 5986 36880 24198 17937 1372 17554 43274 21593 18825 9312 3301 31697 22941 3441 16456 24608
internal_value=-1.10833e-05 -0.000550233 -0.000373692 -0.000436787 -0.000639472 0.00265212 0.000597547 0.00179019 -0.00214632 -0.000368095 2.16232e-05 0.00127942 -0.00046649 -0.0014779 0.000219078 -0.00150199 -0.00083603 -0.00183459 -0.00231304 -0.000887693 -0.000606308 -0.000203618 0.00269832 -0.0024978 -0.00111989 -0.000244085 -0.00187628 0.00399436 0.000431211 0.00047012
internal_weight=1.32619e+06 597655 538133 527141 440769 10992 86372 38142 59522 335279 191584 53562 138022 55760 82262 105490 57926 33728 47564 143695 118767 26189 27373 46192 75493 34998 40495 9194 728532 712076
internal_count=1326187 597655 538133 527141 440769 10992 86372 38142 59522 335279 191584 53562 138022 55760 82262 105490 57926 33728 47564 143695 118767 26189 27373 46192 75493 34998 40495 9194 728532 712076
cat_boundaries=0 1
cat_threshold=583
is_linear=0
shrinkage=0.05


Tree=82
num_leaves=31
num_cat=2
split_feature=95 31 71 79 76 4 86 39 83 55 132 136 2 84 136 8 31 122 86 39 30 4 54 64 39 0 76 55 120 64
split_gain=116.908 37.0954 38.1733 36.7696 64.6221 40.9477 31.1915 34.836 25.9276 38.4852 31.2586 25.7217 31.6579 28.8789 25.2472 24.6048 24.488 23.7376 25.7377 23.2147 23.1881 21.5377 21.0186 31.8581 24.8992 20.8007 20.5881 25.1199 38.51 20.4452
threshold=0.19805239140987399 1012.4500122070314 236.9269714355469 15.125000000000002 19.494999885559086 4.1499998569488534 0.86545658111572277 11.449999809265138 225.59671783447268 5.5950000286102304 1015.8500061035157 0 283.50000000000006 0.87491348385810863 1 16.550000190734867 1014.0499877929689 -0.3172925859689712 0.84356722235679638 15.250000000000002 1022.3500061035157 4.9500000476837167 8.5349998474121112 2.1149998903274541 11.949999809265138 131.50000000000003 27.585000038146976 12.664999961853029 0.26722820103168493 4.4149999618530282
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 14 26 20 9 -1 -10 13 -13 25 -4 17 21 18 -5 22 -8 -9 23 -12 -25 -7 27 -2 -29 -18
right_child=6 2 3 15 -6 11 7 16 10 -11 19 12 -14 -15 -16 -17 29 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0041568071268104209 0.00046288394227789274 -0.00191195537742759 -0.002060870311451528 0.00013858900907748073 0.0036985184607515216 -0.0032971931164469132 -0.0034779648669127868 -0.0035332906054704911 -0.0021834529637438358 -0.0015153642640956116 -0.0025942245115917299 0.0014227750072329758 -0.00055081610360957955 -0.0018939821080331343 -0.00035668073624875647 0.0037262994039248261 -0.0015352775513881502 -6.224708173297224e-05 -0.0030154515387398389 -0.0042858499114860824 0.0020544120406775519 -0.0002631995033995809 -0.0020105650052755666 -0.0012141197398432045 0.0087775490141152653 0.0041841614761677862 0.0020529373135975727 0.00011276390520476855 -0.0023443217025102027 0.0012350151164033131
leaf_weight=4683 714569 38741 29306 8352 11511 1013 13892 7922 77095 8274 1314 34202 50059 3022 84074 2268 8496 17338 28675 1671 2193 13818 2016 806 2754 11216 18366 77652 20068 30821
leaf_count=4683 714569 38741 29306 8352 11511 1013 13892 7922 77095 8274 1314 34202 50059 3022 84074 2268 8496 17338 28675 1671 2193 13818 2016 806 2754 11216 18366 77652 20068 30821
internal_value=-1.05291e-05 -0.000702032 -0.000440586 -0.000237757 4.95553e-05 -0.000147743 0.000308174 -0.000653567 -0.00154984 0.000534707 -0.00186516 0.000592434 0.000250246 0.00248122 -0.000797386 -0.0013762 -0.000108209 -0.00158907 -0.00230401 0.00100117 -0.00272369 -0.00145481 0.00228341 0.00405949 0.00651539 0.00356444 0.00039749 0.00036006 -0.000391829 0.000636383
internal_weight=1.32619e+06 418390 319777 281036 224403 212892 907797 77142 98613 12957 85656 99512 84261 15251 113380 56633 61057 54365 37027 8561 16085 21740 6890 4874 3560 12229 830655 812289 97720 39317
internal_count=1326187 418390 319777 281036 224403 212892 907797 77142 98613 12957 85656 99512 84261 15251 113380 56633 61057 54365 37027 8561 16085 21740 6890 4874 3560 12229 830655 812289 97720 39317
cat_boundaries=0 1 2
cat_threshold=1280 150
is_linear=0
shrinkage=0.05


Tree=83
num_leaves=31
num_cat=3
split_feature=95 31 116 79 76 8 4 109 136 87 74 39 83 55 132 68 76 136 93 136 126 28 39 13 63 55 17 67 53 0
split_gain=105.51 33.4947 37.3 45.0891 59.6916 30.007 29.5718 28.724 47.4712 28.3685 32.6912 26.9634 24.5776 34.8149 29.0003 24.1211 23.1593 22.8051 22.3403 22.2801 24.873 21.1077 21.0293 20.0785 19.5673 19.4998 18.9112 18.7506 20.4985 18.5383
threshold=0.19805239140987399 1012.3500061035157 -0.16504132002592084 14.954999923706056 19.494999885559086 17.650000572204593 4.1499998569488534 0.13739181309938434 0 0.86682239174842846 0.93845981359481823 11.150000095367433 225.59671783447268 5.5950000286102304 1015.8500061035157 238.17918395996097 30.464999198913578 1 -0.67404952645301808 2 -0.28400452435016627 1020.3500061035157 14.84999990463257 1.3550000190734866 0.40548846125602728 2.1950000524520878 17.029999732971195 0.83499997854232799 7.5250000953674325 244.50000000000003
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 12 7 4 6 15 26 8 18 -2 11 -11 13 -1 -14 -5 24 21 -3 29 25 23 27 -9 -13 -21 -4 -16 -29 -8
right_child=9 2 3 5 -6 -7 19 17 -10 10 -12 16 14 -15 22 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0040263148410732983 0.00037553419605706117 0.0059870419876156605 -0.00075044751646357818 -0.0060395521923006061 0.0039096170126444339 0.0069416945565832795 -0.00023272564910337617 0.00018255547642624605 -0.0011557561476457305 -0.0025796156344628286 -0.0078281189441529227 -0.0020635885072582071 -0.0021222958073959905 -0.001410447637563675 -0.0082770332621294081 -0.0012648972421507299 0.0022214857728121797 -0.0031087475420531127 0.00048985810307297553 0.0083885100855769362 -0.00041616853486527421 0.0060798100635051592 -0.0032004243658940116 -0.0029318000256300884 0.00014636222861342442 0.0014944339037046761 0.0026467292290964506 0.0053614048465794109 -0.00073969898219138942 0.0023492414481083219
leaf_weight=4609 834611 3797 83482 2788 10675 1071 9428 11096 30468 12756 1553 13961 74199 8154 384 51633 9467 26477 3601 1335 41086 1025 2249 9699 35449 4427 4308 3754 2174 26471
leaf_count=4609 834611 3797 83482 2788 10675 1071 9428 11096 30468 12756 1553 13961 74199 8154 384 51633 9467 26477 3601 1335 41086 1025 2249 9699 35449 4427 4308 3754 2174 26471
internal_value=-1.00036e-05 -0.000666934 -0.000423596 -9.93532e-05 0.000282525 -0.0013464 5.54818e-05 -0.00131434 -0.000283324 0.000292766 -0.000651125 -0.000495528 -0.00148941 0.000552887 -0.00180437 -0.0015095 -4.39995e-05 -0.00212269 0.0033068 0.000733663 1.52764e-05 -0.000924328 0.000951112 -0.00127001 -0.000478068 0.00309173 -0.000583742 0.00243033 0.00312392 0.00167069
internal_weight=1.32619e+06 418390 322867 236704 181212 55492 170537 86163 37866 907797 73186 71633 95523 12763 82760 54421 58877 48297 7398 82747 46848 21820 8561 20795 49410 5762 87790 6312 5928 35899
internal_count=1326187 418390 322867 236704 181212 55492 170537 86163 37866 907797 73186 71633 95523 12763 82760 54421 58877 48297 7398 82747 46848 21820 8561 20795 49410 5762 87790 6312 5928 35899
cat_boundaries=0 1 2 3
cat_threshold=835 3844 3474
is_linear=0
shrinkage=0.05


Tree=84
num_leaves=31
num_cat=2
split_feature=54 89 16 116 55 31 76 98 38 32 136 16 21 100 109 87 16 120 104 19 27 132 136 79 8 67 31 38 135 76
split_gain=100.673 53.6685 37.7066 68.5579 75.0726 35.4062 34.3299 35.4012 33.9522 29.8805 36.9127 28.411 27.6654 26.1434 31.4139 25.2796 28.6594 22.8931 22.0378 20.9987 33.8245 20.8456 19.578 19.0943 36.0624 34.0188 32.6507 32.5768 28.3133 19.2695
threshold=1.8049999475479128 -0.3162671029567718 13.344999790191652 0.026175950653851036 7.305000066757203 1026.6499633789065 33.405000686645515 -0.70820173621177662 11.050000190734865 9.9499998092651385 0 17.029999732971195 7.4249999523162851 -0.10006947070360182 -0.67012292146682728 0.8468727469444276 11.120000362396242 0.11319890245795251 -0.9625180959701537 10.405000209808351 239.50000000000003 1017.0499877929689 1 20.954999923706058 15.550000190734865 9.1549997329711932 1012.9500122070314 12.050000190734865 1015.1499938964845 22.195000648498539
decision_type=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 2 2 2 2 2
left_child=13 2 5 -4 -5 6 7 9 -8 -2 17 -6 15 14 22 16 -12 -11 -14 21 -21 -3 -1 25 27 29 28 -25 -27 -15
right_child=1 19 3 4 11 -7 8 -9 -10 10 12 -13 18 23 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0014519612141681787 0.0010855602116802347 -0.0027914407597085314 -0.0011724795177892339 0.0034992140839741701 -7.7795881453519464e-05 0.0031545284561802808 -0.0023247643639725322 -0.0025015240861622715 0.0022178803925496939 0.00042754778511674171 0.0014488741084055126 0.0022917031526430232 -0.00072128943908112732 0.00037876113928089257 -0.0012119846207604577 -0.0017378551879156858 -0.0013874004616146142 -0.0021639555251204506 -0.0029427432918518767 -0.0021562924142580942 0.00076628858609913315 0.012443953837202121 0.010077499365472137 -0.0030449780384992674 0.0039597395793954269 -0.0021982602571774478 0.0038250758862247319 0.00058011271310373701 0.0096674541128382203 0.0030141634199302189
leaf_weight=2369 20496 34194 57938 22886 78447 5802 5466 32486 16621 55927 19459 15083 15842 705274 41181 35007 16424 10054 37811 25527 16172 226 907 14575 3429 4498 13733 10782 566 7005
leaf_count=2369 20496 34194 57938 22886 78447 5802 5466 32486 16621 55927 19459 15083 15842 705274 41181 35007 16424 10054 37811 25527 16172 226 907 14575 3429 4498 13733 10782 566 7005
internal_value=-9.50502e-06 -0.000550332 -0.0003408 0.000232944 0.000932397 -0.000709394 -0.000793803 -0.000965006 0.00109369 -0.000728462 -0.00092361 0.000304318 -0.00143011 0.000341401 -0.000837111 -0.000781917 0.000150684 3.26568e-05 -0.00228682 -0.00177734 -0.00102284 -0.00269141 0.00387524 0.000410352 -0.00085277 0.000460087 0.00255965 -0.00150356 -0.000872037 0.000404679
internal_weight=1.32619e+06 521868 445749 174354 116416 271395 265593 243506 22087 211020 190524 93530 124543 804319 44457 70890 35883 65981 53653 76119 41699 34420 3276 759862 28786 731076 18797 25357 5064 712279
internal_count=1326187 521868 445749 174354 116416 271395 265593 243506 22087 211020 190524 93530 124543 804319 44457 70890 35883 65981 53653 76119 41699 34420 3276 759862 28786 731076 18797 25357 5064 712279
cat_boundaries=0 1 2
cat_threshold=7440 3312
is_linear=0
shrinkage=0.05


Tree=85
num_leaves=31
num_cat=3
split_feature=54 75 83 136 31 22 32 79 12 134 83 101 110 96 67 12 30 4 79 67 31 136 4 135 39 17 99 123 136 104
split_gain=88.1275 49.8705 51.9866 41.5074 34.28 31.5076 28.1937 25.73 26.504 24.9786 31.9016 22.8337 26.4417 20.5239 21.0598 19.1424 18.9205 18.3027 18.0411 37.4665 36.6343 38.2934 28.7423 26.3619 24.323 20.3646 17.9301 19.6036 17.0338 16.5898
threshold=1.6950000524520876 0.54184970259666454 268.05729675292974 0 1013.9500122070314 8.0450000762939471 10.84999990463257 7.0050001144409189 2.8549998998641972 1016.8500061035157 282.05900573730474 0.055501734837889678 -0.74224016070365895 -0.83417841792106617 36.594999313354499 2.5749999284744267 1011.4500122070314 4.7500000000000009 20.954999923706058 3.1149998903274541 1013.8500061035157 1 13.34999990463257 1015.3500061035157 12.250000000000002 7.4149999618530282 -0.62729668617248524 -0.33379416167736048 2 -0.98351779580116261
decision_type=2 2 2 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 1 2
left_child=11 2 -2 4 7 26 -5 -3 9 10 -9 12 -1 -8 -15 -4 -12 -7 19 -13 23 -22 24 25 28 -21 29 -28 -20 -6
right_child=1 3 15 6 5 17 13 8 -10 -11 16 18 -14 14 -16 -17 -18 -19 22 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0042016944846701631 0.00015438872562880239 0.00097891990958250109 -0.0025422105498962792 0.00017758042907004102 0.0057603179852477801 -0.00090151193196910239 -0.00072210247890659284 0.0024994625692090233 0.00045765505553147905 0.0028196494832645994 -0.0046974643022781801 0.00036959074039409081 -0.00086925032936934908 -0.0015190699650420522 -0.0045810717004321254 0.001491322455351698 -0.0019740403251490408 0.00098728821801880137 -0.0012677979555702269 0.0054115284216588698 0.00078232893494039951 0.004537096999793956 0.0042435347479805275 0.0079140924865982541 0.00057897856799867832 -0.0013786503193348298 -0.0031480416580779306 0.0015174394513220971 -0.004732653088046216 0.0014598946987859917
leaf_weight=2699 30773 16822 60806 64203 2317 35121 126485 2876 14675 2380 10494 669941 54080 39106 6557 3091 16257 20204 8938 1217 11736 16155 2505 941 9615 11915 4413 4597 5899 69876
leaf_count=2699 30773 16822 60806 64203 2317 35121 126485 2876 14675 2380 10494 669941 54080 39106 6557 3091 16257 20204 8938 1217 11736 16155 2505 941 9615 11915 4413 4597 5899 69876
internal_value=5.11429e-06 -0.00049369 -0.00153397 -0.000268009 0.000262057 0.000708476 -0.000716602 -0.000697664 -0.00130183 -0.00210854 -0.00250443 0.000338043 -0.000628202 -0.00105013 -0.00195876 -0.00234709 -0.0030424 -0.000211746 0.000412295 0.000460373 0.00190968 0.00295907 -0.000857387 -0.000170087 -0.00137995 -0.000749375 0.00133544 -0.000767662 -0.00264942 0.00159791
internal_weight=1.32669e+06 531053 94670 436383 200032 136528 236351 63504 46682 32007 29627 795641 56779 172148 45663 63897 26751 55325 738862 711905 41964 27891 26957 14073 24452 13132 81203 9010 14837 72193
internal_count=1326694 531053 94670 436383 200032 136528 236351 63504 46682 32007 29627 795641 56779 172148 45663 63897 26751 55325 738862 711905 41964 27891 26957 14073 24452 13132 81203 9010 14837 72193
cat_boundaries=0 1 2 3
cat_threshold=5393 2272 2193
is_linear=0
shrinkage=0.05


Tree=86
num_leaves=31
num_cat=3
split_feature=54 88 16 116 12 120 136 19 123 52 15 12 72 87 64 31 52 136 135 14 80 52 37 136 28 39 110 55 115 12
split_gain=79.535 46.7818 31.5731 31.7208 26.6161 25.9268 26.7719 21.9837 21.8475 24.608 32.615 25.1462 23.0576 21.7748 22.0022 32.3943 28.7703 35.4885 27.6674 27.3222 22.4117 21.4289 21.584 21.5139 21.1728 23.0068 27.1094 24.615 20.669 20.3314
threshold=1.6950000524520876 -0.33604811131954188 18.219999313354496 -0.53727915883064259 2.5949999094009404 0.53727915883064281 0 9.5450000762939471 1.0000000180025095e-35 9.6549997329711932 2.8149999380111699 2.3349999189376835 0.91108006238937389 0.90148964524269115 2.7250000238418584 1013.8500061035157 0.54500001668930065 1 1016.2500000000001 0.9650000035762788 222.402458190918 0.38499999046325689 12.34999990463257 2 1024.7500000000002 12.34999990463257 0.2978206872940064 8.3150000572204608 -0.68832838535308827 2.554999947547913
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2
left_child=13 2 5 -4 7 6 24 -3 9 10 11 -8 -12 14 16 18 -1 19 20 -18 -16 23 -23 -17 25 -2 27 -27 -9 -28
right_child=1 4 3 -5 -6 -7 8 28 -10 -11 12 -13 -14 -15 15 21 17 -19 -20 -21 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.00036579584956703568 -0.0011470379678912776 -0.0030128696305603895 -0.0046513043109629552 0.0034978741200918499 0.0013343084392677456 -0.0013922748384555873 -0.0011920867572593717 1.2270576773763762e-05 0.00039009922761793267 -9.0659080482808136e-05 -0.0029022752507542483 0.0011520958645473375 -0.0097013196969588014 -0.0012956074473960725 0.0055151993685817824 0.011367541198030772 0.0062704596896041402 -0.0017630196471828574 0.0070849850682659435 0.00023734382426435289 -0.0008947155647858158 0.00030726945489433215 0.0027857914125903951 0.0033925235290074942 0.0037217864337626655 0.0056944583112075731 -0.00026448701829070558 0.0012573893156069735 -0.0020755775909529393 0.001589575095511503
leaf_weight=663149 21566 26171 1373 9167 7225 51036 97436 20120 59391 94899 8758 12962 1454 20295 1449 1102 2319 33737 1258 9837 23157 15666 19995 3677 4757 4554 50448 9966 28853 20917
leaf_count=663149 21566 26171 1373 9167 7225 51036 97436 20120 59391 94899 8758 12962 1454 20295 1449 1102 2319 33737 1258 9837 23157 15666 19995 3677 4757 4554 50448 9966 28853 20917
internal_value=4.85832e-06 -0.000469005 -0.000267933 0.00243632 -0.00156429 -0.000332987 -0.000193331 -0.00184299 -0.000458978 -0.000692992 -0.00116692 -0.000916853 -0.00387033 0.00032114 0.000363459 0.00123447 0.000282009 -0.000928697 -0.000147483 0.00138714 -0.000517248 0.00211831 0.00169697 0.00526239 0.00045748 0.000313008 0.00067963 0.00264902 -0.00121781 0.000278936
internal_weight=1.32669e+06 531053 448684 10540 82369 438144 387108 75144 274900 215509 120610 110398 10212 795641 775346 66304 709042 45893 25864 12156 24606 40440 35661 4779 112208 107451 85885 14520 48973 71365
internal_count=1326694 531053 448684 10540 82369 438144 387108 75144 274900 215509 120610 110398 10212 795641 775346 66304 709042 45893 25864 12156 24606 40440 35661 4779 112208 107451 85885 14520 48973 71365
cat_boundaries=0 1 2 3
cat_threshold=1296 1795 1046
is_linear=0
shrinkage=0.05


Tree=87
num_leaves=31
num_cat=3
split_feature=103 87 31 76 136 83 136 54 15 54 4 39 67 67 120 16 19 12 92 52 52 67 136 36 100 11 24 39 56 54
split_gain=74.7908 65.5011 49.0482 39.6875 39.6081 39.4727 51.992 55.0877 34.7108 34.0937 33.0396 38.0944 30.1737 29.8063 28.0228 27.9125 27.5072 26.484 24.6659 23.2721 21.0062 20.9367 20.7706 20.5474 20.53 20.0909 18.6992 24.0297 18.6591 18.4435
threshold=0.13237363100051883 0.85928431153297435 1021.3500061035157 18.265000343322757 0 273.96234130859381 1 7.9649999141693124 1.8450000286102297 5.0850000381469735 13.650000095367433 9.1500000953674334 8.4349999427795428 35.254999160766609 -0.14780378341674802 13.344999790191652 10.405000209808351 2.6350001096725468 -0.031777575612068169 28.355000495910648 0.10500000044703485 1.3149999976158144 2 20.849999427795414 0.61128425598144542 2.1499999761581425 213.50000000000003 13.250000000000002 111.71417617797853 16.804999351501468
decision_type=2 2 2 2 1 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
left_child=5 3 4 9 17 6 14 23 -5 12 11 -6 -2 28 20 18 -14 24 -11 -15 -1 -7 -18 -8 -3 -10 27 -17 -13 -28
right_child=1 2 -4 8 10 21 7 -9 25 15 -12 13 16 19 -16 26 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0025940371295185062 0.00032094680555140359 -8.8442410436421457e-07 0.0019445105862722135 0.0046643755881207094 -0.010565925287938295 -0.0027439158913406402 0.0047714026279595733 -9.6046239854755803e-05 0.0054888618491401942 -0.0027011309545752473 0.0038481062119492373 -0.0053915636242716511 0.00011184232083025897 -0.0060061872853173692 -0.0018407803631793802 0.0023364154638031184 0.0011431148862090293 0.001582321012039836 -0.00059183894239980806 0.00016761137261823707 -0.00043082264022305261 -0.0011252258894126864 0.0042402962861890232 -0.01595262967315618 -0.0019870553823810358 0.0008648964533087873 0.0017943022948405619 -0.0036567388489420652 -0.0012771116412518516 -3.4193582740513297e-05
leaf_weight=6516 700525 38979 15686 8152 1256 27781 10373 16594 2486 18879 2556 2874 14675 6574 37804 2316 9556 16918 52135 1988 48165 71110 12553 121 19529 42672 19845 6020 66849 45207
leaf_count=6516 700525 38979 15686 8152 1256 27781 10373 16594 2486 18879 2556 2874 14675 6574 37804 2316 9556 16918 52135 1988 48165 71110 12553 121 19529 42672 19845 6020 66849 45207
internal_value=4.6203e-06 0.0001713 -0.000721809 0.000336746 -0.000987319 -0.000840919 -0.000229709 0.00169642 0.00166153 0.000256646 -0.00174718 -0.0019272 0.000394242 -0.0017886 -0.000793953 -0.000445911 0.0017901 -0.000160003 -0.00115259 -0.0045727 -7.03686e-05 -0.00157996 0.00290406 0.00453245 -0.000663835 0.00111945 0.00023791 -0.00199165 -0.00144671 0.000523614
internal_weight=1.32669e+06 1.10823e+06 173209 935021 157523 218464 119573 27088 53310 881711 82097 79541 737309 78285 92485 144402 36784 75426 71014 8562 54681 98891 22109 10494 58508 45158 73388 8336 69723 65052
internal_count=1326694 1108230 173209 935021 157523 218464 119573 27088 53310 881711 82097 79541 737309 78285 92485 144402 36784 75426 71014 8562 54681 98891 22109 10494 58508 45158 73388 8336 69723 65052
cat_boundaries=0 1 2 3
cat_threshold=7313 2230 2784
is_linear=0
shrinkage=0.05


Tree=88
num_leaves=31
num_cat=4
split_feature=54 88 16 24 54 31 120 81 136 133 30 12 15 38 12 54 77 12 38 52 66 136 92 86 136 76 66 136 133 29
split_gain=67.8243 40.6214 28.9474 66.517 49.0809 25.7732 27.585 33.9346 32.8129 30.8441 34.1462 30.9917 40.5398 27.8924 26.9902 26.5746 28.4836 24.6605 24.6152 24.325 26.419 23.5697 23.2091 22.6332 32.8528 35.8818 28.5037 27.8132 26.8328 27.1266
threshold=2.0049999952316289 -0.33604811131954188 14.039999961853029 242.50000000000003 13.034999847412111 1026.549987792969 0.33379416167736059 278.77923583984381 0 1019.9500122070314 1011.0499877929689 2.1450001001358037 2.2949999570846562 11.050000190734865 3.5949999094009404 8.9749999046325701 2.9250000715255742 2.5949999094009404 19.849999427795414 9.805000305175783 28.73499965667725 1 -0.56519681215286244 0.87233740091323864 2 8.0650000572204608 2.1250000000000004 3 1016.7500000000001 1018.2500000000001
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 1 2 2
left_child=23 2 5 -4 21 6 7 8 -2 10 19 18 -13 -14 -15 16 -10 -3 22 20 -9 -5 -12 26 -25 -26 -1 28 29 -28
right_child=1 17 3 4 -6 -7 -8 9 15 -11 11 12 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00026951002905619255 -0.0003687383072222495 -0.0018037091403900953 -0.0018025913470065312 -0.00011731167215879126 0.00031971720769526871 0.0023077437853066931 -0.0017257166674666991 -0.0027095424811974852 0.00013594528649960063 0.0037469268724028776 -6.8100807258884266e-05 0.0021103016376915864 -0.0028072131914263056 -0.00050843932590115834 0.0025549500828797949 0.00080784944995511941 0.0060493141242348933 0.0013464555232508878 0.0051594757900647195 -0.00024108712501186953 -0.0079748130758106519 0.0036681283332556064 -0.0018315988818301118 -0.0019912895903206641 -0.001646066246622481 0.0015975526933874338 0.0014545310032717867 0.00061974906179430628 0.013262833737799896 0.0055554161094085331
leaf_weight=698000 35131 68831 26205 5152 63877 7901 45155 13698 3022 3817 26847 20115 10610 42509 8654 17459 6244 6829 1503 7811 2884 20496 61161 25913 13898 22059 14943 39844 603 5523
leaf_count=698000 35131 68831 26205 5152 63877 7901 45155 13698 3022 3817 26847 20115 10610 42509 8654 17459 6244 6829 1503 7811 2884 20496 61161 25913 13898 22059 14943 39844 603 5523
internal_value=4.39131e-06 -0.000450968 -0.000263088 0.000413019 0.00106155 -0.000511865 -0.000584521 -0.000387437 0.000635818 -0.000704529 -0.000791311 -0.000542212 0.000160725 -0.000474111 9.71973e-06 0.00195575 0.00412074 -0.00151938 -0.00118528 -0.00254162 -0.0036253 0.00290912 -0.00129364 0.000285064 -0.000634505 0.000343742 0.000360032 0.00139731 0.00286613 0.0025612
internal_weight=1.32669e+06 505911 430251 115730 89525 314521 306620 261465 61856 199609 195792 171399 81888 61773 51163 26725 9266 75660 89511 24393 16582 25648 88008 820783 61870 35957 758913 60913 21069 20466
internal_count=1326694 505911 430251 115730 89525 314521 306620 261465 61856 199609 195792 171399 81888 61773 51163 26725 9266 75660 89511 24393 16582 25648 88008 820783 61870 35957 758913 60913 21069 20466
cat_boundaries=0 1 2 3 4
cat_threshold=2288 2080 740 1810
is_linear=0
shrinkage=0.05


Tree=89
num_leaves=31
num_cat=2
split_feature=103 87 31 76 136 83 136 95 15 4 38 55 67 42 36 135 104 12 11 52 36 40 131 67 31 83 14 8 100 67
split_gain=64.9083 55.6892 43.5154 35.5105 34.9702 34.694 45.0578 37.5532 31.3975 29.6047 33.7138 27.6133 26.2996 25.4539 24.9222 24.459 32.3475 24.3083 21.4222 21.132 21.0524 19.5076 19.342 19.7681 29.8061 34.5369 28.1773 20.3119 19.0518 18.7977
threshold=0.13237363100051883 0.85928431153297435 1020.9500122070314 18.265000343322757 0 273.96234130859381 1 -0.5135674476623534 2.1250000000000004 14.550000190734865 9.1500000953674334 11.164999961853029 35.254999160766609 1.0000000180025095e-35 10.750000000000002 1015.8500061035157 -0.53199452161788929 2.6350001096725468 3.0499999523162846 28.355000495910648 20.849999427795414 13.34999990463257 302.50000000000006 10.715000152587892 1010.9500122070314 279.78112792968756 1.7649999856948855 4.6499998569488534 0.61128425598144542 1.2749999761581423
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=5 3 4 11 17 6 13 20 -5 10 -6 15 -12 14 -1 22 -17 28 -10 -14 -8 -15 23 -2 25 -25 27 -26 -3 -7
right_child=1 2 -4 8 9 29 7 -9 18 -11 12 -13 19 21 -16 16 -18 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.00069395823873644928 0.00026628964189153283 7.5716145585363499e-06 0.0016734186888080335 0.0036351086130334402 -0.0094276378873264892 -0.0026118593858381919 0.0034544960587455662 0.00012325850557315371 0.0052196010393162203 0.0062576076739307334 -0.0013073181268676752 -0.00056241401553460562 -0.0055891116580227282 0.00088639724141100255 -0.0029885444086928891 0.0053511238295757208 -0.013286291253086436 0.0015326104126750948 0.00054463827954052133 0.00027482470483308324 -0.01436434803929712 -0.0015038524947847249 -0.0046226334612429329 0.0060780397236488756 0.0016151490474561854 -0.0051100863872966199 0.00067879416933184882 0.0052104587523316738 -0.0019184442014523334 -0.0010578701958764917
leaf_weight=5764 736861 38454 17858 13634 1411 26633 12437 44218 2624 1166 69748 96397 6639 18470 22645 3802 248 16658 37052 1999 168 15871 1979 880 7763 3191 22637 7953 19276 72258
leaf_count=5764 736861 38454 17858 13634 1411 26633 12437 44218 2624 1166 69748 96397 6639 18470 22645 3802 248 16658 37052 1999 168 15871 1979 880 7763 3191 22637 7953 19276 72258
internal_value=4.17242e-06 0.00015945 -0.000664055 0.000312001 -0.000932753 -0.000783526 -0.000210507 0.000809399 0.00156513 -0.00165173 -0.00176751 0.000236235 -0.00162962 -0.00113403 -0.00224139 0.000334268 0.00420987 -0.000149985 0.00085382 -0.00423208 0.00321701 -0.000218278 0.000314178 0.000326715 0.00137624 -0.00269163 0.00180802 0.00343454 -0.000635523 -0.00147639
internal_weight=1.32669e+06 1.10823e+06 173209 935021 155351 218464 119573 56823 53310 80963 79797 881711 78386 62750 28409 785314 4050 74388 39676 8638 12605 34341 781264 779285 42424 4071 38353 15716 57730 98891
internal_count=1326694 1108230 173209 935021 155351 218464 119573 56823 53310 80963 79797 881711 78386 62750 28409 785314 4050 74388 39676 8638 12605 34341 781264 779285 42424 4071 38353 15716 57730 98891
cat_boundaries=0 1 2
cat_threshold=7313 180
is_linear=0
shrinkage=0.05


Tree=90
num_leaves=31
num_cat=3
split_feature=52 67 8 79 0 80 2 136 136 76 96 3 36 12 37 87 19 19 62 136 16 116 79 60 38 30 74 23 127 79
split_gain=60.8042 49.225 37.8403 60.4562 38.4115 32.7326 32.1865 30.5951 28.0526 27.463 32.0821 26.156 26.932 24.8296 22.1137 21.9088 20.9393 27.9215 24.4591 29.7088 20.8127 33.0893 20.6523 20.506 20.0949 20.0943 20.744 19.852 19.6649 19.1024
threshold=0.42499999701976782 1.2749999761581423 8.6500000953674334 14.525000095367433 182.50000000000003 282.63330078125006 277.50000000000006 0 1 32.725000381469734 -0.82008004188537587 101.50000000000001 15.449999809265138 3.2949999570846562 19.849999427795414 0.88746380805969249 12.50999975204468 10.405000209808351 0.48120005428791052 2 13.344999790191652 -0.47714059054851526 1.685000002384186 0.43373903632164007 13.84999990463257 1020.5499877929689 0.93845981359481823 6.5050001144409189 -0.026175950653851029 22.865000724792484
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 2 2
left_child=5 22 9 4 -4 15 -6 14 -7 10 16 12 -12 23 24 -1 17 20 19 -19 -3 -22 -2 29 -8 26 -13 -15 -9 -5
right_child=1 2 3 13 6 8 7 28 -10 -11 11 25 -14 27 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00029447768193482395 -0.00033637707767876257 -0.00082914408595476672 -0.00042970254915361832 -0.00054986488413974878 0.0051879489257560711 0.0062593327919532177 0.0090171361647950442 0.0051016682235294876 0.0014037693393357008 0.0034214302100232263 0.00075908965032248565 -0.0019689208934611968 -0.0025442284672485241 0.0036250324427599422 0.014856718331570882 -0.0021052119908592181 -0.00069598032763700652 -0.00027126591302260834 0.00020498882044696346 0.0034405416548201877 -0.0013267666492835059 0.0034712073209206039 -0.0021923772681059447 -0.00011963454557709496 0.002249142693696349 0.00027955050595243326 -0.011055671510053247 0.00017924042884710401 0.00091090746061379339 -0.0029775135441245586
leaf_weight=658049 21778 66048 20773 14902 7260 3753 1492 2996 14302 4460 24864 67285 8207 5038 516 9651 131273 8107 42171 16103 6653 7814 48075 34313 4140 10678 634 24541 42631 17761
leaf_count=658049 21778 66048 20773 14902 7260 3753 1492 2996 14302 4460 24864 67285 8207 5038 516 9651 131273 8107 42171 16103 6653 7814 48075 34313 4140 10678 634 24541 42631 17761
internal_value=-1.05936e-05 -0.000360895 -0.000207538 0.000401251 0.00141949 0.000316597 0.00207018 0.001633 0.00241731 -0.00047984 -0.000524473 -0.00124037 -6.06718e-05 -0.000440382 0.00494172 0.000259792 -0.000237084 0.000173006 0.000932197 0.00219891 -0.000452913 0.00126474 -0.00161373 -0.000973225 0.00404208 -0.00173675 -0.00205374 0.00076614 0.00118582 -0.00186994
internal_weight=1.32627e+06 640513 570660 176363 79808 685755 59035 51775 18055 394297 389837 111668 33071 96555 6148 667700 278169 146896 66381 24210 80515 14467 69853 66976 5632 78597 67919 29579 45627 32663
internal_count=1326268 640513 570660 176363 79808 685755 59035 51775 18055 394297 389837 111668 33071 96555 6148 667700 278169 146896 66381 24210 80515 14467 69853 66976 5632 78597 67919 29579 45627 32663
cat_boundaries=0 1 2 3
cat_threshold=1040 5394 2224
is_linear=0
shrinkage=0.05


Tree=91
num_leaves=31
num_cat=2
split_feature=53 75 83 136 124 68 86 30 127 21 32 21 136 79 80 12 131 15 11 9 14 12 15 9 86 65 4 35 37 93
split_gain=55.5799 43.2175 38.8983 36.954 36.1546 43.0474 23.4954 22.8449 24.8941 22.8714 21.281 20.6847 19.2629 21.0606 18.8638 18.6639 20.7587 18.1985 17.7839 16.7073 17.6787 19.2586 18.9329 17.5575 15.9854 19.2675 18.3666 18.239 15.7413 15.7395
threshold=0.94499999284744274 0.54184970259666454 265.47010803222662 0 -0.25037047266960138 301.72726440429693 0.88273105025291454 1015.5499877929689 -0.0087262028828264185 7.3450000286102304 9.8499999046325701 7.3849999904632577 1 1.325000047683716 333.41764831542974 2.0949999094009404 5.5000000000000009 1.7150000333786013 7.6499998569488534 17.349999427795414 1.544999957084656 2.4650000333786015 1.9049999713897707 0.45000000298023229 0.86946904659271251 2.7849999666213994 6.4500000476837167 11.34999990463257 14.050000190734865 0.13198556751012805
decision_type=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 2 2 2 2 2
left_child=14 2 12 6 5 -5 10 8 9 -6 -3 18 13 -2 24 17 -17 -4 -9 20 -10 -22 -23 -24 25 -1 -26 -28 -15 -16
right_child=1 3 15 4 7 -7 -8 11 19 -11 -12 -13 -14 28 29 16 -18 -19 -20 -21 21 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.00027551206150650047 -3.6399852322076674e-05 0.00079361686449626464 -0.0017788729082568009 -0.00023607861069771107 0.0054006105349492257 -0.003952193586603597 -0.0019080249072143285 0.0025965619287294456 0.00096249672547911501 0.000438251414361175 -0.00066341712436296385 0.00036395755675907026 -0.00051087947540086971 0.0026376725004409046 0.0071365668692932541 0.00071786808158740619 -0.0085967915594465216 -0.0040169702641467972 0.00080974360941379908 0.0057238947322718215 -0.0014920407515290615 0.0062861228141670835 0.0037527356134716573 -0.00050090966771253642 -0.0017691946183448733 0.0020371955609023514 -0.0022471862524248549 0.0014813299349327831 0.0092814114734920683 0.0012592533137585555
leaf_weight=671291 4740 29877 60796 36536 3726 9906 31378 26901 18183 6162 155456 66065 25513 2618 1770 9806 637 10678 28870 1121 39996 1234 2711 23071 20142 15888 4492 12156 1352 3196
leaf_count=671291 4740 29877 60796 36536 3726 9906 31378 26901 18183 6162 155456 66065 25513 2618 1770 9806 637 10678 28870 1121 39996 1234 2711 23071 20142 15888 4492 12156 1352 3196
internal_value=-1.00598e-05 -0.00036762 -0.00123331 -0.00015868 0.00023795 -0.00102872 -0.000642722 0.000507758 -6.81953e-05 0.00230817 -0.000428533 0.000962542 0.000182397 0.00221117 0.000282946 -0.00182475 0.000149694 -0.00211324 0.00167161 -0.000340422 -0.000420216 -0.000795401 0.000235944 -5.36351e-05 0.00026188 0.000316243 -0.000753532 0.000475293 0.00490023 0.00335407
internal_weight=1.32627e+06 597333 116140 481193 264482 46442 216711 218040 96204 9888 185333 121836 34223 8710 728935 81917 10443 71474 55771 86316 85195 67012 27016 25782 723969 687179 36790 16648 3970 4966
internal_count=1326268 597333 116140 481193 264482 46442 216711 218040 96204 9888 185333 121836 34223 8710 728935 81917 10443 71474 55771 86316 85195 67012 27016 25782 723969 687179 36790 16648 3970 4966
cat_boundaries=0 1 2
cat_threshold=740 275
is_linear=0
shrinkage=0.05


Tree=92
num_leaves=31
num_cat=2
split_feature=87 31 103 136 76 54 67 136 8 36 56 12 97 31 15 75 37 31 68 132 67 16 116 132 66 31 116 29 12 124
split_gain=52.28 51.5128 43.8188 39.1271 38.0217 35.3021 31.8313 30.2215 29.1696 40.3615 28.5367 25.3653 24.2754 23.7081 20.8225 20.4971 20.3196 18.5924 17.839 19.2863 17.5285 20.4259 25.2732 26.6866 27.1709 24.3361 18.3485 17.2242 17.1237 17.0773
threshold=0.83979633450508129 1021.5499877929689 -0.097995098680257783 0 19.295000076293949 7.0450000762939462 14.574999809265138 1 16.250000000000004 10.650000095367433 111.71417617797853 2.4650000333786015 -0.78830018639564503 1011.7500000000001 2.3449999094009404 0.56218388676643383 12.050000190734865 1001.8500061035157 220.60120391845706 1017.7500000000001 1.6349999904632571 13.344999790191652 -0.46173103153705591 1016.8500061035157 29.664999961853031 1014.7500000000001 -0.33379416167736048 1015.5499877929689 1.794999957084656 0.77159520983695995
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=2 3 7 11 5 6 -4 29 9 17 27 12 13 -2 15 -6 -8 -5 19 -9 -12 22 -22 24 -24 -26 -23 -11 -7 -1
right_child=1 -3 4 8 14 28 16 18 -10 10 20 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 26 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0036791647243087917 -0.001772435456595396 0.0015519524308826422 0.00027260844724613702 -0.029242293308178281 0.00036137381286867565 -0.0014989719331752617 0.00014112550542385351 -0.0017102436332405561 0.0025454144919728403 -0.0073426184182364398 -0.0024501707894188773 0.0010571630420723288 -0.0017869720595281866 0.0003655046166074693 0.00095583222029574876 0.0046115439480736492 0.0033699770080459681 -0.0042591113226075018 6.7551076098311833e-05 0.033482458251409046 0.0036851175483889431 -0.0014045277815165243 -0.0011266135698065616 0.0041428211222150537 -0.0059414631587634834 -0.001208197234640037 0.0015395644144757933 -0.0011757431446484409 -0.00021068854850501054 9.2057546001394314e-05
leaf_weight=12936 16426 26052 735636 75 4025 35684 7527 21691 4673 2991 19830 32326 28629 61582 26742 9609 13817 10535 50244 39 2571 8238 67673 2152 6028 4942 14800 1822 93064 3909
leaf_count=12936 16426 26052 735636 75 4025 35684 7527 21691 4673 2991 19830 32326 28629 61582 26742 9609 13817 10535 50244 39 2571 8238 67673 2152 6028 4942 14800 1822 93064 3909
internal_value=-9.55702e-06 -0.000576341 0.000164314 -0.00077069 0.000266057 0.000197655 0.000327837 -0.000896552 -0.00134127 -0.00146958 -0.00122943 -0.000169752 -0.000541695 -8.46775e-05 0.00176659 0.00335682 0.00223132 -0.00443571 -0.000450059 -0.00164708 -0.00108536 -0.000831008 -0.00119518 -0.00135048 -0.0015008 -0.00380912 0.000486807 -0.0050081 -0.000567751 -0.00280236
internal_weight=1.32627e+06 311345 1.01492e+06 285293 926104 885728 756980 88819 146330 141657 131047 138963 106637 78008 40376 13634 21344 10610 71974 21730 126234 106404 83366 80795 78643 10970 23038 4813 128748 16845
internal_count=1326268 311345 1014923 285293 926104 885728 756980 88819 146330 141657 131047 138963 106637 78008 40376 13634 21344 10610 71974 21730 126234 106404 83366 80795 78643 10970 23038 4813 128748 16845
cat_boundaries=0 1 2
cat_threshold=7313 4240
is_linear=0
shrinkage=0.05


Tree=93
num_leaves=31
num_cat=2
split_feature=54 92 17 87 67 19 117 120 80 136 20 78 67 31 133 25 100 136 15 93 8 11 8 3 100 21 30 54 39 32
split_gain=49.916 36.7617 33.1088 29.8939 28.3505 39.4086 27.4518 26.2903 23.7286 29.8884 25.3788 25.1034 28.2878 23.4348 24.2899 22.3587 20.202 20.1833 21.1292 17.8156 17.7145 18.0122 17.6975 18.5709 27.4825 22.9266 22.201 17.5763 15.9105 17.4565
threshold=3.1650000810623173 -0.087049528956413255 15.405000209808351 0.89221522212028515 8.4349999427795428 10.405000209808351 -0.55191597342491139 0.44618082046508795 274.03475952148443 0 7.555000066757203 11.954999923706056 7.5950000286102304 1012.8500061035157 1016.8500061035157 244.50000000000003 -0.62829348444938649 1 2.4150000810623173 -0.92889007925987233 17.250000000000004 1.0000000180025095e-35 7.9500000476837167 228.50000000000003 0.57641085982322704 7.4849998950958261 1016.4500122070314 36.264999389648445 11.150000095367433 11.449999809265138
decision_type=2 2 2 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
left_child=3 8 7 4 16 13 -4 19 9 -2 11 12 -10 14 15 -6 -1 -7 -19 -3 21 -13 23 25 -25 -21 -26 -8 -24 -30
right_child=1 2 6 -5 5 17 27 -9 10 -11 -12 20 -14 -15 -16 -17 -18 18 -20 22 -22 -23 28 24 26 -27 -28 -29 29 -31
leaf_value=-0.0012366843316490392 -0.0012585052658141752 -0.0053925452839374746 -0.0058949331582945136 -0.0010626936883742953 0.0059980167124312591 0.0014156842653231688 0.0022467276627280443 -0.0017142864652255178 -0.00096511651601694317 0.0015422019538047303 -0.0026017891881316662 0.0020615660076418133 0.0018222017168820583 0.0012273183225353177 0.0079510509879313213 -0.0029267029114710638 0.00023707845236285599 0.0055440864578113602 0.00069788164720713079 0.0018215669622313674 0.010444306446869167 -0.0026015380094603362 -0.00099411941935809525 -0.00048451835895734028 -0.005190938748481224 -0.0005070054963171787 -0.0013266448971179221 0.00027999386800418017 0.0020904048646691576 0.0002901149014660657
leaf_weight=23969 21522 1607 1363 44431 758 11660 23760 31034 35716 17074 33775 2246 12216 19125 617 9461 778428 9059 2992 14339 278 26561 16457 37345 6590 40222 8525 21767 17768 55603
leaf_count=23969 21522 1607 1363 44431 758 11660 23760 31034 35716 17074 33775 2246 12216 19125 617 9461 778428 9059 2992 14339 278 26561 16457 37345 6590 40222 8525 21767 17768 55603
internal_value=-9.07917e-06 -0.000455176 -0.000113601 0.000201841 0.000267472 0.00138002 0.00109708 -0.000360971 -0.00108712 -1.9462e-05 -0.00145905 -0.000957915 -0.000254738 0.000174735 -0.00168302 -0.00226471 0.000193055 0.002903 0.00433728 -0.000149343 -0.00211675 -0.00223797 -0.00010654 -0.000540881 -0.00121259 0.000104959 -0.00301144 0.00130641 0.000410934 0.000726085
internal_weight=1.32627e+06 425768 276380 900500 856069 53672 46890 229490 149388 38596 110792 77017 47932 29961 10836 10219 802397 23711 12051 198456 29085 28807 196849 107021 52460 54561 15115 45527 89828 73371
internal_count=1326268 425768 276380 900500 856069 53672 46890 229490 149388 38596 110792 77017 47932 29961 10836 10219 802397 23711 12051 198456 29085 28807 196849 107021 52460 54561 15115 45527 89828 73371
cat_boundaries=0 1 2
cat_threshold=4272 2784
is_linear=0
shrinkage=0.05


Tree=94
num_leaves=31
num_cat=2
split_feature=54 12 15 120 87 67 19 28 16 116 132 16 16 20 39 33 31 37 31 133 30 81 25 35 136 54 100 136 56 109
split_gain=45.0492 35.396 40.4514 27.5296 26.9793 25.587 35.5671 24.5126 26.1271 43.4786 28.3675 24.93 24.678 23.521 23.2884 29.6841 22.6528 22.5835 21.1499 21.9216 20.914 20.4247 20.1787 20.1292 19.9815 18.4526 18.3398 28.1174 18.9857 20.7978
threshold=3.1650000810623173 2.1250000000000004 1.8750000000000002 0.21643137186765674 0.89221522212028515 8.4349999427795428 10.405000209808351 1020.9500122070314 13.344999790191652 -0.64942333102226246 1019.5499877929689 15.405000209808351 15.405000209808351 7.9749999046325692 11.250000000000002 11.550000190734865 1015.1499938964845 14.84999990463257 1012.8500061035157 1016.8500061035157 1011.2500000000001 279.37968444824224 244.50000000000003 11.449999809265138 0 9.1250000000000018 0.18491194397211078 1 251.92370605468753 0.18049567937850955
decision_type=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 2
left_child=4 7 -3 14 5 26 18 8 10 12 13 25 -10 17 24 -16 -17 -2 19 22 -19 -15 -7 -14 -4 -11 27 28 29 -1
right_child=1 2 3 -5 -6 6 -8 -9 9 11 -12 -13 23 21 15 16 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035670010355513277 -0.0019818800094121305 0.0022691333027937024 -0.0049673996068321877 -0.0015490006543096232 -0.0010095589994679004 0.0056981158865722316 0.0027578775793064983 0.00038675098645462691 -0.00054133928044891729 0.0011550997944926981 0.0062993429456237558 0.0020602730320335889 0.0017949854747685659 -0.00099707102955254117 0.001729776289013025 -0.00091064482874539431 0.00060944937646263675 -0.0031790442169954431 0.0011659524084918231 0.0075534983567949734 0.0004389983809740924 -0.0041466760733714636 -0.0027803677668190832 -0.003640237913459226 -0.00074768940658621126 -0.0013613560303896537 0.00026826911840903569 -0.0011080964889599969 -0.00088711939476392794 0.00021317591952746008
leaf_weight=8505 46659 18463 3156 30857 44431 758 23711 32648 21148 12439 1109 17394 1906 7625 30496 43434 56248 4827 19125 617 23151 15841 9461 16030 24756 17581 712578 60342 10846 10126
leaf_count=8505 46659 18463 3156 30857 44431 758 23711 32648 21148 12439 1109 17394 1906 7625 30496 43434 56248 4827 19125 617 23151 15841 9461 16030 24756 17581 712578 60342 10846 10126
internal_value=-8.62457e-06 -0.000432417 3.53505e-05 -0.000182924 0.00019175 0.000254099 0.00131103 -0.000876732 -0.00109885 -0.000463703 -0.00165261 0.00055407 -0.00169839 -0.0017425 8.37153e-05 0.000364721 -5.28946e-05 -0.00130839 0.000165998 -0.00159887 -0.000185217 -0.00312325 -0.00215147 -0.00306265 -0.00122686 -0.000318645 0.000183402 -0.000489892 0.000775741 0.00174419
internal_weight=1.32627e+06 425768 207410 188947 900500 856069 53672 218358 185710 86498 99212 47414 39084 98103 158090 130178 99682 74637 29961 10836 27978 23466 10219 17936 27912 30020 802397 89819 29477 18631
internal_count=1326268 425768 207410 188947 900500 856069 53672 218358 185710 86498 99212 47414 39084 98103 158090 130178 99682 74637 29961 10836 27978 23466 10219 17936 27912 30020 802397 89819 29477 18631
cat_boundaries=0 1 2
cat_threshold=257 3842
is_linear=0
shrinkage=0.05


Tree=95
num_leaves=31
num_cat=4
split_feature=87 31 136 103 76 4 36 56 136 68 54 67 136 14 31 12 97 31 83 12 11 24 136 120 134 74 79 52 67 53
split_gain=42.5404 40.1386 36.2326 33.6812 33.9829 30.3895 34.0852 28.0867 26.7074 24.0209 23.0127 29.1858 22.7781 23.7566 19.9592 19.5705 20.3062 21.3 19.0794 18.9133 16.5305 16.4118 16.1067 15.6791 15.5746 16.8095 23.1257 20.6566 16.6777 15.4195
threshold=0.84812456369400036 1020.8500061035157 0 -0.097995098680257783 22.195000648498539 13.449999809265138 10.650000095367433 111.71417617797853 1 199.60347747802737 8.4049997329711932 13.015000343322756 2 2.2549999952316289 1007.0499877929689 2.4650000333786015 -0.78830018639564503 1011.4500122070314 265.47010803222662 1.794999957084656 8.7500000000000018 319.50000000000006 3 -0.94260558485984791 1019.3500061035157 0.8889237940311433 14.385000228881838 13.135000228881838 1.3550000190734866 0.064999999478459372
decision_type=2 2 1 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
left_child=3 2 15 8 10 6 14 -8 21 -10 11 -5 -13 -14 -4 16 17 -2 -11 -12 -6 -1 -3 29 25 28 -27 -28 -9 -19
right_child=1 22 5 4 20 -7 7 24 9 18 19 12 13 -15 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0027162644033876492 -0.0018077056157420925 -0.00057916575857678762 -0.020680959904922774 0.00022216471967090399 0.003405791313314459 0.0030580036584915422 -0.0052097081350702627 -0.0025652361269145633 -0.0023190013768897236 0.0010195253637257076 -0.0015254310478631603 0.00014403975794453477 0.0037246807224105339 -0.00038295073812223381 -0.0040094256066100292 0.001026461554948396 -0.0016883713757654475 0.0067130283726648714 -0.00073143523469451296 -0.00010120266401469333 0.0010510126764909189 0.0033033549133195091 0.0020545555261222716 2.7689549442461399e-05 0.003743755009276858 0.00060285100430679435 -0.0061624107695974484 -0.0011308582394022868 -0.00065989064169619911 0.0013444864770909705
leaf_weight=19012 13509 8295 183 753175 10701 3817 4266 13350 12400 29313 30187 13596 15561 4549 9461 28180 25245 1621 33155 102326 24554 1204 19326 45624 1652 3381 5425 3269 82210 7648
leaf_count=19012 13509 8295 183 753175 10701 3817 4266 13350 12400 29313 30187 13596 15561 4549 9461 28180 25245 1621 33155 102326 24554 1204 19326 45624 1652 3381 5425 3269 82210 7648
internal_value=7.63524e-06 -0.000544174 -0.000744894 0.000152962 0.000242345 -0.00133574 -0.00147197 -0.0012296 -0.000744451 -0.000308782 0.000183928 0.000286583 0.00172603 0.00279412 -0.00432578 -0.000128777 -0.000476422 -2.91298e-05 9.02e-05 -0.000425648 0.00176576 -0.00235659 0.00126414 0.000408572 -0.00107424 -0.00114819 -0.00290597 -0.00427051 -0.000926073 0.00228336
internal_weight=1.3262e+06 276462 248841 1.04973e+06 954649 127014 123197 113553 95084 74868 919394 786881 33706 20110 9644 121827 93647 68402 62468 132513 35255 20216 27621 54893 109287 107635 12075 8694 95560 9269
internal_count=1326195 276462 248841 1049733 954649 127014 123197 113553 95084 74868 919394 786881 33706 20110 9644 121827 93647 68402 62468 132513 35255 20216 27621 54893 109287 107635 12075 8694 95560 9269
cat_boundaries=0 1 2 3 4
cat_threshold=7313 4244 2288 6368
is_linear=0
shrinkage=0.05


Tree=96
num_leaves=31
num_cat=4
split_feature=87 30 103 76 111 67 12 136 136 15 55 67 68 52 11 72 14 16 92 28 75 111 136 72 102 24 136 30 15 4
split_gain=38.3924 37.809 30.3973 31.3487 25.012 25.2681 25.857 24.5215 24.1034 23.6789 22.4657 22.4417 21.6789 20.9122 18.6419 22.1744 17.9998 17.1996 26.5779 17.1249 16.5033 16.4964 16.4781 15.4553 15.1036 14.8117 14.3269 14.2416 14.0905 13.9665
threshold=0.84812456369400036 1014.2500000000001 -0.097995098680257783 18.064999580383304 -0.82187312841415394 36.594999313354499 3.0149999856948857 0 1 2.0349999666213994 11.164999961853029 12.654999732971193 199.60347747802737 14.715000152587892 7.9500000476837167 0.54376387596130382 1.7450000047683718 6.9049999713897714 0.84120160341262828 1021.7500000000001 0.53820106387138378 -0.072438821196556077 2 0.91540351510047924 0.72782430052757274 319.50000000000006 3 1010.3500061035157 1.3750000000000002 5.8500001430511483
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 1 2 2 2
left_child=2 4 8 10 -2 6 17 19 25 20 11 -4 -10 23 29 -16 -13 26 -19 -3 -5 -14 -8 -7 -18 -1 27 -6 -23 -9
right_child=1 7 3 9 5 13 22 14 12 -11 -12 16 21 -15 15 -17 24 18 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025804511821638154 0.0030285752099628617 -0.0010711004958980899 0.0001960385546142831 0.00053481404084860433 -0.0019665659195450208 -0.0046082364357048723 -0.0021388333305019233 0.0007482801072967722 -0.0022030512983359746 0.00084187764745135066 -0.00052542070580891454 0.0031827875572307662 0.00094904379036263471 -0.00063491962601838888 -0.002582210353712441 0.00033142959839912447 0.0012546414214420125 -0.0013876328110751332 -0.0053440134160932127 0.0011551226720804561 0.0045940967562021892 -0.00017403941008059995 0.0028922499244091863 -0.011556433943516492 -0.0023377290391537859 0.0031381871752198046 -0.0022545879334646608 0.0024072699935893623 -0.0027848727766743749 0.0027859723594071367
leaf_weight=19012 3426 56361 763342 3575 2480 3961 2206 35608 12400 40268 105207 10914 29341 2844 8039 34791 19545 82543 4475 10202 8357 26720 6146 1003 3441 1204 3910 7458 6407 11009
leaf_count=19012 3426 56361 763342 3575 2480 3961 2206 35608 12400 40268 105207 10914 29341 2844 8039 34791 19545 82543 4475 10202 8357 26720 6146 1003 3441 1204 3910 7458 6407 11009
internal_value=7.25409e-06 -0.000516962 0.000145314 0.000230228 -0.00118242 -0.0013057 -0.00110925 -3.17818e-06 -0.000707229 0.00142156 0.000161318 0.000251943 -0.000293343 -0.00405354 0.000537553 -0.000215448 0.00151076 -0.00133063 -0.00159109 -0.000729781 0.00337788 8.569e-05 0.0015643 -0.00601215 0.000716864 -0.00223876 0.000306062 0.00131447 -0.000678993 0.0012295
internal_weight=1.3262e+06 276462 1.04973e+06 954649 120452 117026 109218 156010 95084 52200 902449 797242 74868 7808 89447 42830 33900 100866 87018 66563 11932 62468 8352 4964 22986 20216 13848 9938 33127 46617
internal_count=1326195 276462 1049733 954649 120452 117026 109218 156010 95084 52200 902449 797242 74868 7808 89447 42830 33900 100866 87018 66563 11932 62468 8352 4964 22986 20216 13848 9938 33127 46617
cat_boundaries=0 1 2 3 4
cat_threshold=738 4244 228 7553
is_linear=0
shrinkage=0.05


Tree=97
num_leaves=31
num_cat=3
split_feature=54 58 12 15 52 120 28 100 80 86 66 8 19 136 8 11 135 54 136 67 14 21 82 28 136 71 79 73 135 39
split_gain=35.568 34.8876 22.3086 39.5306 28.3787 25.8728 22.1303 24.4047 21.9746 18.7081 29.7928 29.9 24.9277 21.8377 24.0831 18.1515 18.1254 17.8068 17.7854 18.7383 20.6231 19.7551 16.5256 15.6813 18.7208 15.4713 18.0737 15.266 15.2073 14.9959
threshold=2.7250000238418584 188.44915008544925 2.3549998998641972 2.435000061988831 7.1949999332427987 0.21643137186765674 1020.9500122070314 0.61998403072357189 276.38555908203131 0.87233740091323864 2.4250000715255742 7.6499998569488534 10.405000209808351 0 9.8499999046325701 4.4500000476837167 1018.5499877929689 9.2750000953674334 1 13.015000343322756 1.4950000047683718 7.4449999332427987 285.31071472167974 1017.3500061035157 2 271.75942993164068 16.945000648498539 0.91981825232505809 1015.3500061035157 10.750000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2
left_child=9 22 6 17 8 -6 7 18 -5 10 -1 12 23 -11 15 29 -9 25 19 20 -3 -21 -2 -12 -25 -4 -27 -10 -14 -15
right_child=1 2 3 4 5 -7 -8 16 27 13 11 -13 28 14 -16 -17 -18 -19 -20 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00016196899332878714 -0.00011647355863663406 0.0003437108733981973 -0.00055570336210079374 0.0010335871566018264 0.00042718994034411461 -0.0016019553678308278 0.00051728928157860764 -0.0021362103041243025 -0.0026153043177464808 -0.0015385571520137127 -0.0010707882166533361 0.0025103563798082569 0.0016078859729836915 0.0160198958329585 0.0019780342350102661 -0.0015343004739080109 0.0065414584253653159 0.00082711099206951187 -0.0011416222861627065 0.0028562723946156231 -0.0012217449058053796 6.8779711334201318e-07 -0.002674796725757312 0.0045282894096309988 -0.00019841611945077694 0.0053083674145537373 0.0011088236475882572 -0.0089788494219808935 0.0097916330303757602 0.00074808558440161066
leaf_weight=715420 8755 40271 2460 4229 90453 19011 42151 32812 12111 32411 23340 27576 20289 163 13000 19194 613 27519 67834 9644 44052 16282 22624 3089 6470 7244 3964 1022 584 11608
leaf_count=715420 8755 40271 2460 4229 90453 19011 42151 32812 12111 32411 23340 27576 20289 163 13000 19194 613 27519 67834 9644 44052 16282 22624 3089 6470 7244 3964 1022 584 11608
internal_value=6.89081e-06 -0.000352581 -0.00023289 0.000213971 -0.000223089 7.47811e-05 -0.000528872 -0.000737359 -0.0021011 0.000193411 0.000265068 0.00117177 0.000485307 -0.00055412 0.000171918 -0.000586286 -0.00197707 0.0015598 -0.000504674 -0.000112659 -0.000474114 0.00106291 -0.001961 -0.000372193 0.00133355 0.00303498 0.00382309 -0.00311051 0.00183686 0.000959563
internal_weight=1.3262e+06 453051 421672 168013 126826 109464 253659 211508 17362 873144 796768 81348 53772 76376 43965 30965 33425 41187 178083 110249 84323 25926 31379 32899 9559 13668 11208 13133 20873 11771
internal_count=1326195 453051 421672 168013 126826 109464 253659 211508 17362 873144 796768 81348 53772 76376 43965 30965 33425 41187 178083 110249 84323 25926 31379 32899 9559 13668 11208 13133 20873 11771
cat_boundaries=0 1 2 3
cat_threshold=740 7937 1795
is_linear=0
shrinkage=0.05


Tree=98
num_leaves=31
num_cat=4
split_feature=103 79 76 4 52 74 71 54 16 31 132 67 31 134 136 24 11 126 134 136 73 111 136 54 121 52 26 136 35 22
split_gain=33.9421 30.9935 61.8718 37.025 36.4215 51.5464 23.7506 22.3363 31.9304 28.8071 29.3583 28.3983 35.2663 27.3623 24.8732 22.3714 21.7501 26.6466 24.5506 21.3482 21.3018 20.9904 35.5263 41.2554 22.0039 25.0302 19.5764 21.0947 19.3046 16.4326
threshold=0.078635100275278105 16.775000572204593 18.265000343322757 13.449999809265138 9.9749999046325701 0.89812666177749645 293.06149291992193 4.5950000286102304 13.344999790191652 1018.4500122070314 1015.7500000000001 8.4349999427795428 1012.8500061035157 1015.2500000000001 0 213.50000000000003 0.75000000000000011 0.94260558485984813 1019.3500061035157 1 0.77142786979675304 0.084272492676973357 2 6.055000066757203 -0.93038213253021229 0.064999999478459372 299.50000000000006 3 12.650000095367433 6.9449999332427987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 1 2 2 2 2 1 2 2
left_child=21 2 7 4 5 16 -4 11 9 10 14 -2 13 -13 -9 28 -3 18 26 -14 -12 22 23 -1 25 -24 -18 -28 -10 -21
right_child=1 3 6 -5 -6 -7 -8 8 15 -11 20 12 19 -15 -16 -17 17 -19 -20 29 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.004613556744118192 0.00017947282091262655 0.0022110166937802144 0.0008050859563421965 0.0028064815461808831 0.00029292084952587983 -0.0054933271504604107 0.0034026785346162598 -0.0035394282059352101 0.0015862212852419883 0.00010343049984579859 -0.0074314660250445492 -0.0019391671218811201 0.00044324916595530196 0.0058028037430298985 -0.0012302451159316931 0.00060490990383604837 -6.7663451114425077e-05 0.00098575551248408885 0.0083116811743678808 0.0048757954248811923 0.0042987876471178898 -0.0011972742871181458 0.0052912118204652978 9.6296264387076632e-05 -0.0010580976139515921 0.00013806731932630226 -0.0035825116944804263 -0.0014169555912774837 -0.0028472422478701778 0.0020589393739622627
leaf_weight=7620 730966 4881 15754 7694 51641 7017 19935 18336 3345 33248 446 9195 9787 1303 32117 77707 13723 11438 614 9091 2927 84267 2685 15012 66280 19258 17702 30947 9232 12027
leaf_count=7620 730966 4881 15754 7694 51641 7017 19935 18336 3345 33248 446 9195 9787 1303 32117 77707 13723 11438 614 9091 2927 84267 2685 15012 66280 19258 17702 30947 9232 12027
internal_value=6.5469e-06 0.000111608 0.000212236 -0.000569167 -0.000757422 -0.00138578 0.00225604 0.000135433 -0.000370581 -0.00105372 -0.00176848 0.000251629 0.00152553 -0.000978242 -0.00207041 0.000288267 -0.00102233 -0.00123439 -0.00163756 0.00237603 0.00274774 -0.000602468 -0.000150323 0.0016165 -0.000603685 0.000768619 -0.0017355 -0.00220597 -0.00166811 0.00327001
internal_weight=1.3262e+06 1.13107e+06 985416 145657 137963 86322 35689 949727 177358 87074 53826 772369 41403 10498 50453 90284 79305 74424 62986 30905 3373 195122 110855 22632 88223 21943 62372 48649 12577 21118
internal_count=1326195 1131073 985416 145657 137963 86322 35689 949727 177358 87074 53826 772369 41403 10498 50453 90284 79305 74424 62986 30905 3373 195122 110855 22632 88223 21943 62372 48649 12577 21118
cat_boundaries=0 1 2 3 4
cat_threshold=582 6368 1865 2388
is_linear=0
shrinkage=0.05


Tree=99
num_leaves=31
num_cat=3
split_feature=103 79 76 52 8 74 136 54 92 52 56 20 83 136 54 20 120 67 37 136 38 1 52 130 111 79 92 64 24 66
split_gain=30.8422 29.5381 52.8681 33.2288 31.1263 28.9054 24.4407 21.9774 27.3876 26.8988 22.7725 22.5708 21.128 38.3619 43.1503 25.1507 20.4022 20.2181 19.4184 20.8355 19.1583 18.9975 18.1395 18.105 17.9022 21.2071 16.85 16.5347 16.1688 18.2512
threshold=0.18291469663381579 21.214999198913578 20.404999732971195 7.1949999332427987 15.550000190734865 0.89812666177749645 0 4.5350000858306894 -0.031777575612068169 5.2550001144409189 244.6022872924805 7.0950000286102304 278.06484985351568 1 7.8350000381469735 4.8650000095367441 0.026175950653851036 2.8850001096725468 11.949999809265138 2 14.250000000000002 246.50000000000003 1.5049999952316286 190.50000000000003 0.99999997019767772 14.385000228881838 -0.36131212115287775 2.7250000238418584 338.50000000000006 0.99500000476837169
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=12 2 7 4 5 18 -6 9 11 -2 -11 17 13 14 -1 21 -10 -9 19 26 -16 -15 -20 -22 25 -4 -3 -5 29 -14
right_child=1 3 24 27 6 -7 -8 8 16 10 -12 -13 28 15 20 -17 -18 -19 22 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0037487223042468954 0.00020747766843939514 0.0014202357766768961 0.0037156151929049921 -0.0073793271431350149 0.010345245445764758 -0.0058600116128229868 0.00068842651170916355 -0.0031396760841340791 0.00037417860542978787 -0.00064802387834506916 0.004012287784029042 -0.0022350632744689665 -0.0025712810130605231 -0.0012664210342204247 -0.00096602629108756631 -0.00080066512273671694 -0.0010834680835742545 0.00073596077956739764 0.0014193674724056217 -0.004582318926404939 0.0031675847799929207 0.0033590956606687817 -0.0015490744967533532 -0.012559913745284769 -0.0015348249103610354 0.0012262752476378924 -0.0025302833880950859 0.00048250535972129289 0.0050421192850516258 -0.00080236241749258568
leaf_weight=12280 757887 3791 15852 680 747 4279 4910 4256 97542 3798 8461 29872 17554 3316 14433 96402 31842 16075 7764 8391 4957 6715 15265 190 3205 18588 9372 40562 1082 86127
leaf_count=12280 757887 3791 15852 680 747 4279 4910 4256 97542 3798 8461 29872 17554 3316 14433 96402 31842 16075 7764 8391 4957 6715 15265 190 3205 18588 9372 40562 1082 86127
internal_value=6.21604e-06 0.000120438 0.000201753 -0.000717991 -0.00152807 -0.00193458 0.0019831 0.000128912 -0.000369177 0.000245059 0.00256846 -0.00136043 -0.000502796 -9.70538e-05 0.00142476 -0.000552679 1.5445e-05 -7.53476e-05 -0.00155782 -0.00263644 -3.2039e-05 0.00183001 -0.000548294 0.00258701 0.00203944 0.00237207 -0.00139146 0.000352879 -0.0010384 -0.00110185
internal_weight=1.3262e+06 1.08314e+06 987378 95761 54519 48862 5657 949733 179587 770146 12259 50203 243056 138293 31860 106433 129384 20331 44583 21554 19580 10031 23029 5147 37645 34440 13163 41242 104763 103681
internal_count=1326195 1083139 987378 95761 54519 48862 5657 949733 179587 770146 12259 50203 243056 138293 31860 106433 129384 20331 44583 21554 19580 10031 23029 5147 37645 34440 13163 41242 104763 103681
cat_boundaries=0 1 2 3
cat_threshold=3091 1865 2195
is_linear=0
shrinkage=0.05


Tree=100
num_leaves=31
num_cat=2
split_feature=53 89 16 116 55 12 66 12 15 29 16 19 7 16 94 136 136 25 98 80 52 32 108 37 5 106 60 98 116 29
split_gain=30.6964 33.3503 25.438 38.9755 63.7299 25.6603 28.639 41.2797 43.2713 24.5205 25.6776 26.6034 24.2015 22.7061 22.5441 22.4336 22.0819 21.899 20.6864 20.1118 18.6867 18.5477 17.7752 24.2403 17.768 17.1452 17.1377 17.0095 16.3848 18.847
threshold=1.5249999761581423 -0.25889328122138971 13.344999790191652 0.026175950653851036 6.4849998950958261 4.0050001144409189 29.664999961853031 2.0449999570846562 1.8750000000000002 1026.4500122070315 11.775000095367433 10.405000209808351 1.0000000180025095e-35 17.029999732971195 -0.56846028566360463 0 1 298.50000000000006 -0.71237745881080616 333.41764831542974 36.715000152587898 11.650000095367433 0.65913283824920665 11.150000095367433 7.6499998569488534 -0.65230408310890187 0.7845023274421693 -0.68739658594131459 -0.67556449770927418 1020.7500000000001
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 2 2 2 2 2 2 2
left_child=19 2 5 -4 14 6 7 9 -9 10 11 18 -10 -6 -5 -13 25 -8 -2 -1 -15 -21 26 -24 -23 -12 -19 -14 -18 -30
right_child=1 -3 3 4 13 -7 17 8 12 -11 16 15 27 20 -16 -17 28 22 -20 21 -22 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00017976835030877064 -0.00075922004741226987 -0.0013584124548450124 -0.0006711261932131901 0.0076823971850976825 -3.4133327627748302e-05 0.0021319297058784853 -0.00039694134730602882 0.0029828291104206659 0.0037062193798379321 0.003825729807072329 -0.00012994377206417923 0.0017609028688381297 0.00019672379404898503 0.0040892907597900935 0.0026949791412663581 -0.00044586083212667981 0.002183662764502142 -0.0044817851933504549 -0.0033612744690882969 -0.00072588528905552074 0.00060365620805222903 0.0011017874722054836 -0.0054745757465075743 9.5730838730247411e-05 0.007214287603888263 -0.0045762014660475836 -0.00092191141243560192 -0.0018874256935357337 -0.0040848903874161537 -0.00077840463444017695
leaf_weight=772819 41881 63836 64540 2561 81624 9473 22223 15393 4299 2819 17899 18636 57113 6512 19657 30115 1484 12480 9342 2458 9389 2075 2442 9755 2784 2467 4637 11815 16857 5790
leaf_count=772819 41881 63836 64540 2561 81624 9473 22223 15393 4299 2819 17899 18636 57113 6512 19657 30115 1484 12480 9342 2458 9389 2075 2442 9755 2784 2467 4637 11815 16857 5790
internal_value=3.32729e-06 -0.000284577 -0.000142123 0.000319326 0.000853168 -0.000428521 -0.000512903 -0.000279634 0.000573045 -0.000792666 -0.000882782 -0.000438071 6.64862e-05 0.0003026 0.00326986 0.000397986 -0.00188194 -0.00158069 -0.00123378 0.000204471 0.00203114 0.00281352 -0.00247809 -0.00101952 0.00460399 -0.000668205 -0.00351741 -0.000160522 -0.00290483 -0.00323954
internal_weight=1.32518e+06 545039 481203 184283 119743 296920 287447 235910 88620 147290 144471 99974 73227 97525 22218 48751 44497 51537 51223 780136 15901 7317 29314 12197 4859 20366 17117 68928 24131 22647
internal_count=1325175 545039 481203 184283 119743 296920 287447 235910 88620 147290 144471 99974 73227 97525 22218 48751 44497 51537 51223 780136 15901 7317 29314 12197 4859 20366 17117 68928 24131 22647
cat_boundaries=0 1 2
cat_threshold=5888 7456
is_linear=0
shrinkage=0.05


Tree=101
num_leaves=31
num_cat=2
split_feature=54 90 16 116 28 12 70 136 32 66 80 32 12 5 106 29 14 92 21 39 66 33 12 39 136 29 21 36 4 77
split_gain=30.2592 27.8079 22.822 26.1058 22.0587 20.9722 21.9042 24.9051 20.0003 27.2679 18.9622 21.487 18.2829 17.9154 16.7493 19.265 18.658 16.6453 16.4565 16.2607 16.3167 15.5737 15.5179 16.8679 15.9195 14.4337 14.0917 14.0163 13.7109 15.3104
threshold=2.0049999952316289 1.0000000180025095e-35 18.219999313354496 -0.53727915883064259 1026.4500122070315 4.4049999713897714 318.64097595214849 0 10.84999990463257 32.905000686645515 333.41764831542974 11.650000095367433 3.1550000905990605 7.6499998569488534 -0.96383211016654957 1014.3500061035157 1.325000047683716 -0.10608715936541556 7.2449998855590829 11.34999990463257 10.234999656677248 12.050000190734865 2.0249999761581425 11.150000095367433 1 1011.5499877929689 7.0050001144409189 12.34999990463257 1.9499999880790713 10.925000190734865
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 1 2 2 2 2 2
left_child=10 2 4 -4 5 6 7 14 -9 22 -1 -12 -8 -13 18 16 -16 -15 -2 20 -18 -21 24 -24 26 27 -10 -14 29 -17
right_child=1 -3 3 -5 -6 -7 12 8 9 -11 11 13 25 17 15 28 19 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00016607025607796592 0.0076235789279591503 -0.0020334587632219389 -0.003493187990074267 0.003071978980011852 0.0018052023977052946 0.0017228543994708889 -0.0024638423332003028 0.000275130823225188 -0.00066821190020729428 -0.002103694475807424 -0.00095296839082869081 0.0011453669618696983 -0.011369318043815323 0.012735941706055701 0.0027835305605588495 -0.0015338184260284744 0.00031323939914105781 0.0046014964269596075 0.0015938940611087014 0.0028802941154328619 -0.018989296277143842 -0.0013735633772445778 -0.0024099079969115513 0.00027288188505090831 -0.00049280937153293428 0.0022799026127463119 -0.0024945103379528546 0.00037003960150346229 0.0013455418360218288 0.002094890647294078
leaf_weight=811160 1362 22150 1806 9372 12414 12105 20630 66534 20072 30391 2917 2476 421 865 3347 10091 193 2304 6689 2351 253 25371 6371 72915 113367 3975 22294 642 36254 4083
leaf_count=811160 1362 22150 1806 9372 12414 12105 20630 66534 20072 30391 2917 2476 421 865 3347 10091 193 2304 6689 2351 253 25371 6371 72915 113367 3975 22294 642 36254 4083
internal_value=3.16141e-06 -0.000301105 -0.000221711 0.00201126 -0.000274579 -0.000330741 -0.000386278 -0.000300009 -0.000500016 -0.000694352 0.000190777 0.00253148 -0.0018044 0.00433204 0.000437729 0.000223966 -0.000745818 0.00682185 0.00261395 -0.00116519 -0.0106364 -0.00101281 -0.000512106 5.73072e-05 -0.000802002 0.00089593 -0.00162887 -0.00427932 0.000830034 -0.000488523
internal_weight=1.32518e+06 505453 483303 11178 472125 459711 447606 421938 331944 265410 819722 8562 25668 5645 89994 81943 31515 3169 8051 28168 446 27722 235019 79286 155733 5038 42366 1063 50428 14174
internal_count=1325175 505453 483303 11178 472125 459711 447606 421938 331944 265410 819722 8562 25668 5645 89994 81943 31515 3169 8051 28168 446 27722 235019 79286 155733 5038 42366 1063 50428 14174
cat_boundaries=0 1 2
cat_threshold=1280 198
is_linear=0
shrinkage=0.05


Tree=102
num_leaves=31
num_cat=2
split_feature=103 86 30 39 76 4 3 30 136 3 124 76 39 54 67 31 132 39 136 101 43 83 36 20 93 79 17 61 92 52
split_gain=28.2548 28.8895 32.401 29.9707 30.6969 27.5523 29.6611 21.3891 21.2331 24.3855 20.1328 19.6675 19.604 18.4649 25.2838 25.1143 36.7945 31.1449 24.7833 22.2878 21.6985 19.908 17.9619 17.3657 22.9697 16.3554 16.0678 19.3407 15.9812 19.4523
threshold=-0.18106228113174436 0.85113295912742626 1020.9500122070314 12.050000190734865 31.564999580383304 13.550000190734865 299.50000000000006 1015.2500000000001 0 260.50000000000006 0.56638467311859142 23.025000572204593 9.3499999046325701 11.654999732971193 8.9049997329711932 1011.3500061035157 1015.7500000000001 15.550000190734865 1 0.62163013219833385 9.8499999046325701 283.65197753906256 10.550000190734865 7.0950000286102304 0.0057611663360148677 31.625000000000004 14.039999961853029 0.74535498023033153 -0.7874242067337035 9.1750001907348651
decision_type=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 2
left_child=8 11 3 5 7 6 -3 -5 10 25 22 13 -4 14 -2 16 21 -18 -17 20 23 -16 -1 24 -20 -10 27 -15 -8 -30
right_child=1 2 12 4 -6 -7 28 -9 9 -11 -12 -13 -14 26 15 18 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012942516496376039 0.00014987010350807703 6.2060385035714696e-05 -0.0055774352326252033 -0.00098609996233308132 0.0019349644799984342 0.0025651787630177787 -0.0006348495805315157 0.00027541518927497139 0.00022869126732601915 -0.0012496670810992854 -0.00018796058538281049 0.001430963835841071 0.0016042262431088727 -0.0017552666561999838 0.0010449127889765634 -5.4633451717256679e-06 0.0061174924932316591 -0.012106555093120685 0.0066233740739418739 0.00044052947945443096 -0.0032300099630647272 -0.0043525732963678411 -0.0035731440301972148 0.002187575135568132 0.002172017360088944 0.0046093098683158149 0.00027045907168707562 -0.00010493042343742922 -0.0040633041051940646 -0.0011495631810883331
leaf_weight=2160 756250 13135 991 87534 14217 3594 7339 54534 41865 40310 10223 31028 23104 34583 2435 18837 2229 262 6641 13057 1373 5725 15472 17147 5142 2245 48768 36479 20555 7941
leaf_count=2160 756250 13135 991 87534 14217 3594 7339 54534 41865 40310 10223 31028 23104 34583 2435 18837 2229 262 6641 13057 1373 5725 15472 17147 5142 2245 48768 36479 20555 7941
internal_value=3.00316e-06 7.32471e-05 -0.000427254 -0.000627549 -0.000280183 -0.00166035 -0.00197047 -0.000501857 -0.000755837 -0.000360678 -0.00195262 0.00019222 0.00130885 0.000151716 0.000235567 0.0011252 -0.00111822 0.00420071 0.00150938 0.00216698 0.00291159 -0.00274193 -0.00297687 0.00320307 0.00468084 0.000451645 -0.000428444 -0.000908082 -0.00271548 -0.00325133
internal_weight=1.32518e+06 1.2129e+06 232944 208849 156285 52564 48970 142068 112275 84420 27855 979956 24095 948928 829098 72848 10651 2491 62197 43360 30303 8160 17632 28930 11783 44110 119830 71062 35835 28496
internal_count=1325175 1212900 232944 208849 156285 52564 48970 142068 112275 84420 27855 979956 24095 948928 829098 72848 10651 2491 62197 43360 30303 8160 17632 28930 11783 44110 119830 71062 35835 28496
cat_boundaries=0 1 2
cat_threshold=5266 2272
is_linear=0
shrinkage=0.05


Tree=103
num_leaves=31
num_cat=1
split_feature=54 90 16 116 55 32 39 20 67 52 56 76 60 92 60 66 9 31 23 127 30 0 66 83 38 55 136 55 93 60
split_gain=27.3849 26.0099 21.1775 29.914 33.7947 23.1244 24.5301 26.3237 34.6326 21.1471 26.3231 33.7861 31.1948 22.7789 20.2979 19.5005 17.582 17.486 19.3439 17.0616 16.7972 16.7148 20.0683 16.6327 16.5816 18.4004 16.5595 16.4364 16.0639 14.9848
threshold=3.1650000810623173 1.0000000180025095e-35 13.344999790191652 0.026175950653851036 8.8949999809265154 10.34999990463257 12.050000190734865 7.8150000572204599 8.305000305175783 4.1849999427795419 254.86667633056643 23.025000572204593 0.39334683120250707 -0.81754806637763966 0.77878510951995861 1.5149999856948855 1.0000000180025095e-35 1012.6499938964845 7.2049999237060556 0.63605400919914257 1012.4500122070314 188.50000000000003 27.414999961853031 279.78112792968756 13.650000095367433 5.1250000000000009 0 1.4550000429153445 -0.40683771669864649 0.63736790418624889
decision_type=2 2 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=9 2 5 -4 28 19 -7 8 23 10 11 29 20 -11 17 -15 -10 18 -9 -2 -12 -18 -23 -8 25 -25 27 -14 -5 -1
right_child=1 -3 3 4 -6 6 7 14 16 13 12 -13 26 15 -16 -17 21 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00019190543791346504 0.0018734124198426995 -0.0024050777411156045 -0.00071984619331435975 0.0065681438078698216 0.00018444267652736993 -0.0018910104203732573 0.0005820333917123786 0.0013713970869206017 0.0035837213075475328 -0.0019076414022750475 -0.0033967055508301335 0.0025149515194191462 0.0047588894284591402 0.00045943811760757261 0.00012276450866829293 0.0039101774036790476 -0.00083086235108070891 -0.0014393566846910592 -0.0050692393269071399 -0.00039427293193276792 -0.001090434090362029 0.001762842919180515 -0.00081302235904289312 -0.0013807000921428484 -0.00090640551651731047 -0.0056384277474209946 -0.00025021790989114079 0.00046775877368829917 0.0018882578896768779 -0.0017103829888232358
leaf_weight=766706 15337 14553 63339 1993 90954 39448 11012 1396 5019 3530 10137 15619 3666 6900 15905 10068 16644 30564 7070 18064 35698 27977 10362 5529 22524 4690 31337 5703 22937 10494
leaf_count=766706 15337 14553 63339 1993 90954 39448 11012 1396 5019 3530 10137 15619 3666 6900 15905 10068 16644 30564 7070 18064 35698 27977 10362 5529 22524 4690 31337 5703 22937 10494
internal_value=2.853e-06 -0.00032776 -0.000254162 0.000153902 0.000631468 -0.000570022 -0.000775178 -0.000497803 -2.9225e-05 0.000159117 0.00012211 0.000212492 -0.000705892 0.0017467 -0.00138282 0.00250694 0.000750847 -0.00199635 -0.00400721 0.000646998 -0.0016005 0.000492255 0.00106666 -0.00109895 -0.00166429 -0.00333478 0.000301433 0.00214455 0.00226239 0.00016622
internal_weight=1.32518e+06 425317 410764 179223 115884 231541 198140 158692 103757 899858 879360 792819 86541 20498 54935 16968 60002 39030 8466 33401 45835 54983 38339 43755 32743 10219 40706 9369 24930 777200
internal_count=1325175 425317 410764 179223 115884 231541 198140 158692 103757 899858 879360 792819 86541 20498 54935 16968 60002 39030 8466 33401 45835 54983 38339 43755 32743 10219 40706 9369 24930 777200
cat_boundaries=0 1
cat_threshold=1297
is_linear=0
shrinkage=0.05


Tree=104
num_leaves=31
num_cat=4
split_feature=86 30 136 103 12 16 67 38 136 83 56 76 14 39 55 136 11 54 67 8 14 30 39 136 120 64 101 53 36 23
split_gain=24.7784 28.4102 26.844 24.9314 24.5203 22.5248 20.2461 19.065 18.033 19.1561 17.5904 17.0817 23.1456 15.4984 16.1606 23.6605 15.4883 15.251 20.9441 23.6305 19.1662 15.2152 15.1923 15.1882 18.1835 16.048 14.0018 15.4932 13.7279 13.2893
threshold=0.85459133982658397 1020.9500122070314 0 -0.097995098680257783 2.9150000810623173 7.4149999618530282 34.604999542236335 9.1500000953674334 1 265.99653625488287 111.71417617797853 17.685000419616703 2.2350000143051152 17.050000190734867 5.5150001049041757 2 5.8500001430511483 9.6250000000000018 8.9049997329711932 3.6499999761581425 2.1049998998641972 1017.9500122070314 9.3499999046325701 3 -0.46173103153705591 5.5050001144409189 0.69524213671684276 0.18500000238418582 11.449999809265138 6.6050000190734872
decision_type=2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=3 2 7 8 5 16 -6 21 -1 13 -7 17 -13 14 15 28 -4 18 -5 -20 23 29 -3 24 -21 -26 27 -9 -10 -2
right_child=1 22 4 11 6 10 -8 26 9 -11 -12 12 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.002057890388427902 -0.002007817520850547 -0.0050350118867033729 0.0025269450137577159 0.0001375734102454514 0.0023088955681227204 -0.0039924636154483953 -0.0010695108060157872 0.0045538078185169547 -0.014852882654104275 -0.0010448911854484728 -0.00071157819830983962 0.003082408168748144 0.00052371454595851483 -0.00085755556705349961 -0.00015529426088813346 0.0014007303039564835 -1.3851001479926506e-05 -0.00039396976207915416 -0.00030309078468514667 0.0052027477425933217 -3.2361933303878846e-05 -0.016968119862203087 0.0015041970968069553 0.0011307179330020123 0.0063130817557760874 0.00098515339182189969 -0.0033013574515878504 -0.001134371009639626 0.0074514497002976625 -0.014554806657754001
leaf_weight=18429 1085 926 8506 742540 15352 4274 6236 1219 71 43414 92580 11075 43764 13680 11205 10787 20342 119851 20054 7758 10634 296 21760 12852 1724 7843 7555 66668 2433 262
leaf_count=18429 1085 926 8506 742540 15352 4274 6236 1219 71 43414 92580 11075 43764 13680 11205 10787 20342 119851 20054 7758 10634 296 21760 12852 1724 7843 7555 66668 2433 262
internal_value=2.71025e-06 -0.000448938 -0.000619427 0.00010621 -0.000223711 -0.000491076 0.00133299 -0.00137533 -0.00064569 -0.000326419 -0.000856358 0.000183099 0.00104046 0.000490546 0.0012434 0.00242258 0.000735317 0.000132174 0.000210663 0.00110234 0.00179296 -0.00670384 0.00123728 0.00243618 0.00340197 0.00194526 -0.00125947 -0.00103223 0.00679189 -0.00444829
internal_weight=1.32518e+06 247061 224375 1.07811e+06 147290 125702 21588 77085 100019 81590 96854 978095 54839 38176 24496 13291 28848 923256 803405 60865 40811 1643 22686 30177 17325 9567 75442 67887 2504 1347
internal_count=1325175 247061 224375 1078114 147290 125702 21588 77085 100019 81590 96854 978095 54839 38176 24496 13291 28848 923256 803405 60865 40811 1643 22686 30177 17325 9567 75442 67887 2504 1347
cat_boundaries=0 1 2 3 4
cat_threshold=612 4240 1793 1813
is_linear=0
shrinkage=0.05


Tree=105
num_leaves=31
num_cat=3
split_feature=54 91 52 66 56 60 76 136 16 116 92 12 69 15 136 121 67 64 20 136 16 83 28 84 20 132 31 54 86 67
split_gain=23.2719 23.3892 23.0843 26.4056 21.1061 29.6749 24.6932 25.8741 21.0235 21.1214 19.5671 18.9728 24.1348 24.0169 17.866 15.3793 15.2507 21.9242 18.5583 24.0925 13.9434 16.9956 14.8028 18.5008 13.2971 13.2942 16.5495 13.063 13.0528 14.0629
threshold=3.0649999380111699 1.0000000180025095e-35 4.0650000572204599 1.0349999666213991 256.42343139648443 0.39334683120250707 19.704999923706058 0 18.219999313354496 -0.8338540494441985 -0.46374891698360438 2.6149998903274541 315.22882080078131 2.5949999094009404 1 0.23343648016452792 12.654999732971193 23.345000267028812 7.5350000858306894 2 13.344999790191652 280.35830688476568 1022.8500061035157 0.75593706965446483 5.2950000762939462 1015.7500000000001 1010.3500061035157 13.515000343322756 0.88856253027915966 4.5050001144409189
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 -4 6 14 28 -8 11 -10 -5 12 16 27 -6 -15 20 18 19 -18 21 -2 23 -23 -16 26 -20 -13 29 -1
right_child=1 -3 3 10 5 -7 7 -9 9 -11 -12 13 -14 15 24 -17 17 -19 25 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00012469989838416538 1.2202138668094662e-05 -0.0021895773563077423 -0.00056107407824912187 0.00028763753049609707 -0.0036547436125935178 0.00036222157488324428 -0.00051082029747090483 0.0031336170153257754 -0.004725955800311315 0.002738257300217263 0.0044920208477493119 0.0027649601639572179 -0.0022211516198585644 0.00011026348366380383 0.00080096134279123679 -0.0016518494829739763 -0.0005577485737824462 -0.0012866784626827221 -0.0053705361916380652 0.0023799286833551918 -0.00022649495939104018 -0.0040007440808865367 0.0016765006835940078 -0.001395031521222699 -0.0015610205347365356 0.0045123914914945926 -0.00017073334864328455 0.00062455456910801932 -0.0011305944894363109 0.0011099565290790896
leaf_weight=712832 23713 15770 7429 4021 8147 38300 7483 13946 1054 9402 8876 11720 19266 80241 7564 14642 10197 20183 1610 22110 90630 7916 3320 48847 28074 1421 30875 18195 19652 38156
leaf_count=712832 23713 15770 7429 4021 8147 38300 7483 13946 1054 9402 8876 11720 19266 80241 7564 14642 10197 20183 1610 22110 90630 7916 3320 48847 28074 1421 30875 18195 19652 38156
internal_value=2.22306e-06 -0.000299543 0.000147665 0.00181342 0.000108933 -0.000654252 0.000188024 0.0018622 -0.000227781 0.00198584 0.00318119 -0.000284947 -0.000513415 0.000227811 -0.00154339 -0.000161659 -0.000387271 0.000155982 0.000595732 0.00145328 -0.000656352 -0.00112127 -0.00156861 -0.00175842 -0.0010594 -0.000221372 -0.000428443 0.00146312 0.000141471 0.000174759
internal_weight=1.32559e+06 431112 894480 20326 874154 82085 792069 21429 415342 10456 12897 404886 280088 124798 43785 94883 260822 86396 66213 32307 174426 83796 60083 56763 35638 33906 32485 29915 770640 750988
internal_count=1325592 431112 894480 20326 874154 82085 792069 21429 415342 10456 12897 404886 280088 124798 43785 94883 260822 86396 66213 32307 174426 83796 60083 56763 35638 33906 32485 29915 770640 750988
cat_boundaries=0 1 2 3
cat_threshold=4676 4644 2288
is_linear=0
shrinkage=0.05


Tree=106
num_leaves=31
num_cat=1
split_feature=79 12 8 71 19 70 19 74 37 11 126 102 12 136 22 39 92 12 31 132 86 1 60 92 52 95 35 106 39 8
split_gain=23.031 29.4392 26.9882 37.1433 29.3446 27.5858 26.5717 24.27 20.8785 19.999 23.6746 27.1169 19.2642 24.9065 18.1302 15.7831 15.1941 14.8503 14.5036 16.1564 14.2002 20.0819 13.5665 24.1336 20.3999 18.7214 13.7096 13.4811 13.3322 13.4666
threshold=12.894999980926515 3.2949999570846562 4.4500000476837167 291.19015502929693 12.50999975204468 1.0000000180025095e-35 9.5450000762939471 0.9199904501438142 20.050000190734867 0.75000000000000011 0.90992662310600292 0.73194417357444774 1.985000014305115 0 7.0850000381469735 9.3499999046325701 -0.51505056023597706 2.3149999380111699 1014.3500061035157 1019.5499877929689 0.83768418431282055 168.50000000000003 0.40924187004566198 -0.18975391983985898 1.3049999475479128 -0.75281834602355946 12.250000000000002 -0.77238523960113514 6.7500000000000009 10.750000000000002
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=2 7 5 -4 8 -1 16 9 -5 -2 11 20 13 18 -14 -13 -3 -6 19 -7 21 -11 23 24 26 -25 -22 -24 -12 -30
right_child=1 6 3 4 17 12 -8 -9 -10 10 28 15 14 -15 -16 -17 -18 -19 -20 -21 22 -23 27 25 -26 -27 -28 -29 29 -31
leaf_value=0.00016508958107324897 0.0014541646198635598 0.009678769896774372 0.00013979961786740014 0.0018148787104565072 -0.00054759171251579717 -0.0012809595032660897 8.0343847257184766e-05 -0.0040552782453150797 0.010031151542514228 -0.0013671980524049597 -0.021638377023148626 -0.0095565221541341269 0.0038752637698570933 -0.0017155601773129647 4.1625862114056043e-05 -0.0024389578353265634 0.0024295948193603766 0.0013851068228492663 8.1985030499412303e-05 0.005609625517900404 -0.00087285766624962513 0.0010015436169783962 -0.0013077646008746507 -0.006754510431266402 -0.0017787307543486815 -0.0024469265203724516 0.0035576692932380509 0.00043072011232138022 -8.104213735937553e-05 0.0022912202145189821
leaf_weight=216429 10823 789 580803 56115 26126 40376 39445 5324 784 14877 68 811 3445 57676 29434 19664 8619 16042 60047 869 3285 22450 24927 3149 15181 12676 3727 20178 23418 8035
leaf_count=216429 10823 789 580803 56115 26126 40376 39445 5324 784 14877 68 811 3445 57676 29434 19664 8619 16042 60047 869 3285 22450 24927 3149 15181 12676 3727 20178 23418 8035
internal_value=2.1122e-06 -0.00044404 9.94678e-05 0.000292432 0.00118728 -0.000221861 0.000649835 -0.000727397 0.00192809 -0.000630721 -0.000761572 -0.00103864 -0.000658392 -0.000886255 0.000443307 -0.00272088 0.00303755 0.000187666 -0.000413835 -0.00113578 -0.000752684 5.74611e-05 -0.00111649 -0.00181225 -0.000748471 -0.00330409 0.00148204 -0.000530043 0.000477164 0.000524977
internal_weight=1.32559e+06 237446 1.08815e+06 679870 99067 408276 48853 188593 56899 183269 172446 140925 191847 158968 32879 20475 9408 42168 101292 41245 120450 37327 83123 38018 22193 15825 7012 45105 31521 31453
internal_count=1325592 237446 1088146 679870 99067 408276 48853 188593 56899 183269 172446 140925 191847 158968 32879 20475 9408 42168 101292 41245 120450 37327 83123 38018 22193 15825 7012 45105 31521 31453
cat_boundaries=0 1
cat_threshold=6945
is_linear=0
shrinkage=0.05


Tree=107
num_leaves=31
num_cat=0
split_feature=86 12 72 11 4 54 67 102 4 36 12 120 39 64 28 32 31 21 31 29 135 55 111 15 67 52 31 55 108 80
split_gain=20.994 21.9106 27.0151 21.8461 22.0155 20.9614 27.624 25.1853 20.4304 20.0935 18.8567 19.1631 18.7501 17.738 17.6989 19.673 16.8803 15.9949 18.4574 14.4536 13.5511 13.0815 19.3683 12.5533 12.5507 13.2439 14.9587 12.1513 11.9887 11.7614
threshold=0.87059694528579723 2.4650000333786015 0.91999459266662609 7.1499998569488534 5.7500000000000009 8.5349998474121112 7.3650000095367441 0.70752182602882396 3.2500000000000004 12.650000095367433 1.9149999618530276 0.28400452435016638 12.150000095367433 14.414999961853029 1022.3500061035157 10.34999990463257 1015.3500061035157 6.8450000286102304 1018.9500122070314 1009.7500000000001 1018.4500122070314 2.1950000524520878 -0.21670967340469358 1.9750000238418581 18.664999961853031 12.885000228881838 1015.5499877929689 0.11499999836087228 0.30005498230457311 314.86918640136724
decision_type=2 2 2 2 2 2 2 2 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 9 4 16 6 13 8 17 23 -7 -12 14 21 15 -10 29 -8 -19 20 28 -1 -23 -3 -4 26 -26 -6 -9 -2
right_child=1 2 24 -5 27 10 7 19 12 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00013579607829805501 -0.0018841293113817264 0.0036202193684223166 0.00090796759449932388 -0.0015369445315320744 0.0057593720130829527 -0.0011806796455229981 0.0024726713617717875 0.0046377150814101067 0.002551971046000928 0.0019163291721596206 0.00017756747904946151 -0.0012373232408513983 0.0026057593240285471 0.0027862722446454404 0.0037416630334418501 -0.001115613945076631 0.00046154739207114847 -0.0011717474577016354 0.0020002973068673053 -0.00015898794923865944 0.0087147522710560293 0.0015179617139643366 -0.00072116095069262856 -0.00054460124461481563 -0.011305089848256469 -0.0020397138357161736 0.00026206173756142362 0.0010022929530954206 -0.0071121606416037963 0.0010021710936048503
leaf_weight=732275 25028 1967 1289 61373 1495 53854 6468 248 5292 20285 124685 29615 34491 6022 3922 11830 18269 17363 6232 19412 179 10844 88287 22565 1115 1812 373 13151 1742 4109
leaf_count=732275 25028 1967 1289 61373 1495 53854 6468 248 5292 20285 124685 29615 34491 6022 3922 11830 18269 17363 6232 19412 179 10844 88287 22565 1115 1812 373 13151 1742 4109
internal_value=2.00594e-06 -0.000511886 0.000377925 -0.00086807 -0.000206515 7.90527e-05 0.00017914 0.000934939 0.00131979 0.000752053 -0.000375144 -9.39943e-05 0.00188813 8.24079e-05 0.000711943 1.79487e-05 -0.000729993 0.000269901 -0.000333935 -0.000591519 -0.00446256 6.28234e-05 -0.000476222 -0.000210662 -0.00327588 -0.00491012 -0.00840553 0.00148787 -0.00564785 -0.00147709
internal_weight=1.32559e+06 172831 49406 123425 62052 1.15276e+06 944607 107179 85598 44817 208154 154300 55535 837428 21044 17122 47406 30063 23595 21581 2169 831406 99131 24532 4589 3300 1488 14646 1990 29137
internal_count=1325592 172831 49406 123425 62052 1152761 944607 107179 85598 44817 208154 154300 55535 837428 21044 17122 47406 30063 23595 21581 2169 831406 99131 24532 4589 3300 1488 14646 1990 29137
is_linear=0
shrinkage=0.05


Tree=108
num_leaves=31
num_cat=3
split_feature=79 76 76 10 97 99 54 12 61 75 100 102 107 17 29 55 25 136 59 86 73 68 77 75 136 13 83 8 136 0
split_gain=20.2064 52.3813 27.5906 30.2263 21.8027 20.8524 20.0089 23.3866 19.1905 22.0133 17.3516 16.6892 16.6205 16.5218 23.0786 23.7106 21.4893 18.5137 17.1315 16.2011 16.9686 16.1683 18.9421 15.7076 29.8214 31.5976 21.1591 18.5201 17.2163 42.0975
threshold=12.414999961853029 11.654999732971193 28.954999923706058 2.4500000476837163 -0.62768340110778797 -0.15185705572366712 5.5450000762939462 2.0249999761581425 0.47632919251918798 0.85084035992622387 -0.22963050752878186 -0.80078229308128346 -0.73112356662750233 14.039999961853029 1018.4500122070314 5.7550001144409189 248.50000000000003 0 250.20784759521487 0.846083164215088 0.90506663918495189 281.36660766601568 0.89499998092651378 0.63139528036117565 1 1.3949999809265139 273.36695861816412 8.2500000000000018 2 1.0000000180025095e-35
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 1 2 2 2 1 2
left_child=1 8 4 -4 12 6 7 -3 11 13 -9 -1 19 14 15 17 -15 -10 -18 -2 -21 -17 -23 26 27 -26 -13 -25 29 -28
right_child=2 5 3 -5 -6 -7 -8 10 9 -11 -12 23 -14 16 -16 21 18 -19 -20 20 -22 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=-0.0014577200336522362 -0.00020325254764609721 0.0014613176790453429 0.0052190345885306608 0.00029937038564949761 -0.0021645688743754392 -0.0011820058115380094 0.00081153730822872562 -0.001407370805774602 -0.002483753828120962 0.00048104746687677066 0.0048263237074109028 0.0001536552719863997 0.00011341561340800924 -0.0012755650011745056 3.5452099676966895e-06 -0.0011282653018086755 0.0036356394713487014 -0.00015082827975483015 0.00030579958663925686 -0.0011718124668127882 -0.0040765221455084551 -0.018596334031649998 -0.0034893909366564679 -0.0013377483147473893 0.0029760565940037944 0.00042285834094796346 -0.0047955559547501886 0.0037342554277234093 -0.0015233723015686601 0.0017342788682862282
leaf_weight=16526 47202 18516 3334 49135 21940 6911 31030 1234 12199 50601 11706 666115 68557 21745 31763 9707 4417 28044 30779 51567 5571 210 17417 17137 21240 28215 3063 2011 34988 12712
leaf_count=16526 47202 18516 3334 49135 21940 6911 31030 1234 12199 50601 11706 666115 68557 21745 31763 9707 4417 28044 30779 51567 5571 210 17417 17137 21240 28215 3063 2011 34988 12712
internal_value=1.90565e-06 9.53945e-05 -0.000405718 0.000611977 -0.00067978 0.00142414 0.00171238 0.00260103 3.99589e-06 -0.000425362 0.00423186 0.000114751 -0.000491366 -0.000718841 -0.00110806 -0.00163055 -3.98015e-05 -0.000858671 0.000723685 -0.00088874 -0.00145502 -0.00276696 -0.00366937 0.000147835 0.000870618 0.0015191 7.86668e-05 -0.000804646 -0.000905337 0.000466099
internal_weight=1.32559e+06 1.07829e+06 247306 52469 194837 69397 62486 31456 1.00889e+06 206882 12940 802007 172897 156281 99340 67577 56941 40243 35196 104340 57138 27334 17627 785481 68603 49455 716878 19148 50763 15775
internal_count=1325592 1078286 247306 52469 194837 69397 62486 31456 1008889 206882 12940 802007 172897 156281 99340 67577 56941 40243 35196 104340 57138 27334 17627 785481 68603 49455 716878 19148 50763 15775
cat_boundaries=0 1 2 3
cat_threshold=214 2208 1344
is_linear=0
shrinkage=0.05


Tree=109
num_leaves=31
num_cat=1
split_feature=79 76 76 7 71 97 55 52 75 85 80 76 96 122 115 21 52 15 36 120 6 31 108 68 136 60 78 65 31 4
split_gain=18.2962 46.3606 25.7582 26.8492 20.7923 18.1985 17.78 20.2866 15.8127 15.3668 19.7482 16.7746 15.2369 15.0733 14.9614 14.9074 14.6564 14.5794 13.9906 13.5567 13.0656 12.2494 25.1313 14.2115 17.7665 13.1105 12.1467 27.0682 29.0584 17.0533
threshold=12.894999980926515 11.654999732971193 28.954999923706058 0.35000000894069677 282.15760803222662 -0.62768340110778797 6.2950000762939462 7.2950000762939462 0.85204929113388073 0.84609135985374462 310.64588928222662 6.7950000762939462 -0.82421207427978505 -0.49240480363368982 -0.41467745602130884 5.0450000762939462 0.9650000035762788 1.1749999523162844 9.4499998092651385 0.23343648016452792 9.5500001907348651 1011.3500061035157 -0.44900047779083246 307.83316040039068 0 0.50384593009948742 5.9749999046325692 1.2450000047683718 1014.3500061035157 5.8500001430511483
decision_type=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 6 5 -4 17 9 7 26 21 11 12 -2 -11 15 -5 -7 18 -3 20 -13 -6 22 -8 24 25 -23 -1 -28 29 -29
right_child=2 4 3 14 16 13 8 -9 -10 10 -12 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00010635520341824376 0.0028197681813190959 0.0031524657256072446 0.0050593832416987753 -2.6752840617378414e-05 0.0041840910483978552 0.0046579048281662093 -0.0095339410427767047 0.0016327711282794319 0.00035605947427010988 -0.00095971484054017996 -6.141485828823186e-05 0.00021531353176428613 -0.0027664232061858926 -0.00090205889732706916 0.0026498547333553267 -0.0041030652838108779 0.0016929529515896337 -0.00012461534072261634 0.0056705766798551098 -0.0014858560375521452 -0.014039728509909526 0.0023693510160434812 -0.0015869602940763662 -0.0024791072551114068 -0.0008987260990565289 -9.0135383669636931e-05 -0.0026736595208569263 -0.0020267821619429391 0.00090618911352909276 0.0010057860536368461
leaf_weight=774528 5073 3891 3153 42915 214 515 1128 20718 39173 35577 38262 52985 17366 12130 5944 8492 39284 26569 3914 15034 182 7793 8427 9604 64326 17782 12655 20506 31462 5990
leaf_count=774528 5073 3891 3153 42915 214 515 1128 20718 39173 35577 38262 52985 17366 12130 5944 8492 39284 26569 3914 15034 182 7793 8427 9604 64326 17782 12655 20506 31462 5990
internal_value=1.8088e-06 8.85817e-05 -0.000395846 0.000587458 0.0012963 -0.000671651 3.88282e-07 8.70138e-05 -0.000505609 -0.000493987 -0.000926872 4.61707e-05 -0.00155234 -0.00205263 0.000298873 -0.00360213 0.00199662 0.000294003 0.00476446 -0.00016069 -0.0041915 -0.000815109 -0.00252513 -0.000650904 -0.0004556 0.000659041 4.91207e-05 -0.000578664 -0.000121226 -0.0013412
internal_weight=1.32559e+06 1.08815e+06 237446 52012 74054 185434 1.01409e+06 865859 148233 164297 91205 73092 52943 21137 48859 9007 43594 30460 4310 68019 396 109060 9555 99505 89901 25575 845141 70613 57958 26496
internal_count=1325592 1088146 237446 52012 74054 185434 1014092 865859 148233 164297 91205 73092 52943 21137 48859 9007 43594 30460 4310 68019 396 109060 9555 99505 89901 25575 845141 70613 57958 26496
cat_boundaries=0 1
cat_threshold=5376
is_linear=0
shrinkage=0.05


Tree=110
num_leaves=31
num_cat=2
split_feature=99 79 75 12 4 71 136 19 82 29 52 2 28 72 84 23 63 72 80 105 136 58 130 4 12 6 12 54 10 135
split_gain=18.0514 16.5842 26.3187 25.0938 20.6517 47.422 23.7095 19.439 18.6654 24.3397 17.6955 20.8838 17.8433 16.4753 17.2575 19.9816 16.8771 15.9613 15.2604 15.2018 16.7768 17.5006 16.1259 15.1738 15.035 14.963 14.8344 20.4667 16.6781 14.4576
threshold=0.10214221104979516 15.125000000000002 0.8999781906604768 2.9150000810623173 4.5499999523162851 293.06149291992193 0 9.5450000762939471 267.98419189453131 1022.3500061035157 14.715000152587892 87.500000000000014 1013.2500000000001 0.44740958511829382 0.80107030272483837 6.6250000000000009 0.47540289163589483 0.87004274129867565 328.69863891601568 -0.92180797457694996 1 235.46360778808597 212.50000000000003 7.6499998569488534 2.554999947547913 4.4500000476837167 2.1550000905990605 9.9749999046325701 7.0499999523162851 1015.2500000000001
decision_type=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 2 2
left_child=1 4 3 13 8 19 23 -5 -1 24 11 -4 -13 18 15 -15 17 25 -3 20 21 22 -6 -7 29 -16 28 -28 -8 -10
right_child=-2 2 10 7 5 6 26 -9 9 -11 -12 12 -14 14 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=8.5323349479008242e-05 -0.0031086150808030929 -0.003190161146188749 0.00048834283804483547 0.0020992341155192137 0.009499469234354482 0.0019448553597649861 0.0015014299542992792 6.1145809560036776e-05 -0.00090842922238312882 0.0011434171612148402 -0.00056576533456179567 -0.0083725351659657086 -0.0031741498808374765 0.0033616951828718449 0.0005956240014654288 -0.00034360190007685346 0.00017557246529627496 -0.0040968675195904329 0.0016755063921967423 8.8395262425747338e-06 0.00058622621583425479 0.0017909902949673673 -0.0072240192309254783 0.0050460288597898671 0.0010005944346550969 -0.00143322934590628 0.0040443396362667321 0.00095659867915981976 -0.00047421752783073369 0.0017068657554421833
leaf_weight=379473 4643 10028 2226 16030 1455 10992 19447 43308 160775 19942 8258 2589 4555 5974 11634 9307 33871 4480 1920 412113 44334 4590 160 6152 12135 41523 7937 16572 23702 5464
leaf_count=379473 4643 10028 2226 16030 1455 10992 19447 43308 160775 19942 8258 2589 4555 5974 11634 9307 33871 4480 1920 412113 44334 4590 160 6152 12135 41523 7937 16572 23702 5464
internal_value=3.56059e-06 1.44996e-05 -0.000410314 -0.000227881 8.83835e-05 0.000308441 0.00139539 0.00061173 -0.00012012 -0.000513232 -0.00225322 -0.00374042 -0.00505806 -0.000647471 -0.000450466 0.00110496 -0.000710207 -0.00123075 -0.00240827 0.000109207 0.000927643 0.00336066 0.00784265 0.00305591 -0.000698444 -0.000989192 0.000974036 0.00195653 0.000416195 -0.000822469
internal_weight=1.32559e+06 1.32095e+06 195703 178075 1.12524e+06 547454 84802 59338 577789 198316 17628 9370 7144 118737 106789 15281 91508 57637 11948 462652 50539 6205 1615 17144 178374 53157 67658 24509 43149 166239
internal_count=1325589 1320946 195703 178075 1125243 547454 84802 59338 577789 198316 17628 9370 7144 118737 106789 15281 91508 57637 11948 462652 50539 6205 1615 17144 178374 53157 67658 24509 43149 166239
cat_boundaries=0 1 2
cat_threshold=1044 1792
is_linear=0
shrinkage=0.05


Tree=111
num_leaves=31
num_cat=2
split_feature=103 36 132 130 19 76 79 76 75 28 2 28 70 42 16 54 19 136 37 67 37 52 35 43 136 127 14 36 64 52
split_gain=17.7499 15.7615 14.8488 36.5373 21.8821 19.8151 18.8492 28.5747 22.0433 24.5532 19.3694 18.3935 16.3078 23.7263 20.4114 20.5859 25.3618 15.8372 15.552 15.4845 15.3382 18.2546 16.7986 15.0522 14.467 18.3146 14.1734 13.7046 13.5314 17.2987
threshold=0.18291469663381579 7.1499998569488534 1016.5499877929689 212.50000000000003 13.344999790191652 40.805000305175788 22.865000724792484 20.404999732971195 0.92045772075653087 1013.8500061035157 306.50000000000006 1021.8500061035157 308.38426208496099 11.050000190734865 13.344999790191652 4.4649999141693124 10.405000209808351 0 9.4499998092651385 1.9249999523162844 10.550000190734865 0.38499999046325689 11.550000190734865 4.4500000476837167 1 -0.81408452987670887 1.0049999952316286 16.250000000000004 0.75499999523162853 0.70499998331069957
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 1 2 2 2 2 2
left_child=24 -2 3 5 19 6 7 12 10 -10 23 17 -3 14 15 16 28 -12 -7 -4 -5 -22 -23 -8 25 -1 -24 -28 -14 -30
right_child=1 2 4 20 -6 18 8 -9 9 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 21 22 26 -25 -26 -27 27 -29 29 -31
leaf_value=0.0017835624309844292 -0.0094807134894654421 0.0001382253163291515 -0.0056907811148058894 -0.010544406488431739 -0.00081643832666608367 -0.0020665914064239102 0.0010983741735247387 0.0015182232647537092 -0.011001928781707205 -0.0014880955107656085 -0.00010370106313207517 0.001662098662765841 -0.0058654634265498627 -0.0066288388382863732 0.0010959337680894645 -0.0021778124703929549 0.0022468285396947973 -0.002221364957164696 0.002508471343098007 0.0038688056510388633 0.0098915492971889847 0.003485845152523571 0.019414655133352981 -0.0057599691019787798 -0.00073670619118656458 -0.00019837797671100655 -0.0027882124893579582 -0.0095484247595699345 0.0029007759858987927 -0.0013530666950677288
leaf_weight=13232 430 872460 448 584 5115 2156 18109 35893 1073 1843 13510 5255 1371 1632 14946 21489 8060 25517 13417 7779 302 1043 69 837 131944 97878 9490 814 2807 16086
leaf_count=13232 430 872460 448 584 5115 2156 18109 35893 1073 1843 13510 5255 1371 1632 14946 21489 8060 25517 13417 7779 302 1043 69 837 131944 97878 9490 814 2807 16086
internal_value=3.38278e-06 9.00777e-05 9.38809e-05 7.31865e-05 0.0017516 0.000104734 7.8247e-05 0.000133673 -0.000738552 -0.0049889 -0.000542531 -0.00111496 8.07408e-05 -0.000674678 -0.000524626 -0.00101086 -0.000125514 -0.00148889 0.00187508 0.00334824 -0.00263599 -0.00224185 -0.00256282 0.000795385 -0.000382747 3.76463e-05 -0.00317102 -0.00332226 -0.00106911 -0.000721058
internal_weight=1.32559e+06 1.08254e+06 1.0821e+06 1.06876e+06 13342 1.05646e+06 1.04089e+06 974744 66144 2916 63228 44282 938851 66391 64759 49813 28324 39027 15573 8227 12302 11718 11416 18946 243054 111110 10373 10304 20264 18893
internal_count=1325589 1082535 1082105 1068763 13342 1056461 1040888 974744 66144 2916 63228 44282 938851 66391 64759 49813 28324 39027 15573 8227 12302 11718 11416 18946 243054 111110 10373 10304 20264 18893
cat_boundaries=0 1 2
cat_threshold=3218 3904
is_linear=0
shrinkage=0.05


Tree=112
num_leaves=31
num_cat=0
split_feature=99 76 79 76 73 83 56 92 39 66 39 32 54 75 104 92 52 32 63 106 55 67 4 92 31 75 31 110 65 52
split_gain=16.0311 14.7566 19.7701 30.8293 27.6446 22.1023 19.2006 17.3704 16.7249 15.5058 20.025 25.4323 26.3195 19.5036 17.8472 17.6232 16.6995 16.5603 14.2655 14.5865 14.2014 22.9136 19.1218 17.4621 19.2573 15.7633 15.432 14.0996 14.0811 14.7236
threshold=0.10214221104979516 49.710000991821296 15.284999847412111 18.474999427795414 0.93822765350341808 239.40782165527347 252.66297912597659 -0.98685473203659047 16.550000190734867 3.2749999761581425 12.34999990463257 11.650000095367433 0.57499998807907116 0.74434590339660656 -0.69709065556526173 0.5733965039253236 1.7749999761581423 13.250000000000002 0.47325737774372106 -0.49360875785350794 12.664999961853029 11.815000057220461 4.1499998569488534 -0.26110549271106714 1011.1499938964845 0.80710417032241832 1018.0499877929689 0.72691354155540477 14.765000343322756 8.7349996566772479
decision_type=2 2 2 2 2 2 2 2 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 9 -5 27 -1 -6 15 13 -12 -13 17 -14 16 -4 -11 19 28 21 -9 26 24 -24 -22 -23 -7 -15 -30
right_child=-2 -3 4 5 8 6 -8 20 -10 10 11 12 14 18 -16 -17 -18 -19 -20 -21 25 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0011754943901442954 -0.0029296421153838289 0.0019546256597817689 0.00059819924243891161 -0.00089110551201264973 -0.0055416440682586575 0.0028504196849099953 0.0013386793129359382 6.7517993352558613e-05 -0.035712825477759828 0.00078314389659506407 0.0024639801763558155 0.0052640979832725768 -0.00085380584741893842 -0.0016091247663184744 0.00084428321880133808 -0.0039574863084078623 -0.0020668989073901619 -0.0066778740862826914 -0.0007485334114316739 0.00087059285200256876 -0.0011396739640370933 -0.00062334656223261083 -0.0016209483713735173 0.0012680170198615783 0.0052591707111167389 6.2072607241409931e-05 0.0018960499311096364 0.0073890518737576849 -0.0058734809163259252 -0.00017142160613524548
leaf_weight=29051 4643 9719 10703 7435 2022 5632 19812 900106 47 19638 11911 2262 41503 7399 24672 5718 13038 773 35574 2699 49176 17751 1210 16648 6378 61305 9243 2458 5647 1416
leaf_count=29051 4643 9719 10703 7435 2022 5632 19812 900106 47 19638 11911 2262 41503 7399 24672 5718 13038 773 35574 2699 49176 17751 1210 16648 6378 61305 9243 2458 5647 1416
internal_value=3.21249e-06 1.35212e-05 -8.6655e-07 7.78268e-05 -0.000479863 0.00153132 0.00217682 3.0743e-05 -0.00622702 -0.000414869 -0.000213213 0.000331689 -3.94225e-05 -0.000811766 -0.000220708 -0.00146558 -0.00086541 0.000500582 -0.00131971 -0.00250373 6.37453e-05 0.00012606 0.00115463 0.0021741 0.00416205 -0.000472835 0.000239319 0.0042294 -0.00313347 -0.00473032
internal_weight=1.32559e+06 1.32095e+06 1.31123e+06 1.1262e+06 185022 35337 27902 1.09087e+06 2069 182953 153494 80348 68437 73146 66175 29459 23741 20411 52735 17161 1.06182e+06 951336 51230 24236 7588 110481 26994 8090 14462 7063
internal_count=1325589 1320946 1311227 1126205 185022 35337 27902 1090868 2069 182953 153494 80348 68437 73146 66175 29459 23741 20411 52735 17161 1061817 951336 51230 24236 7588 110481 26994 8090 14462 7063
is_linear=0
shrinkage=0.05


Tree=113
num_leaves=31
num_cat=0
split_feature=103 36 92 132 130 19 76 79 76 120 70 42 16 20 60 39 52 67 28 122 37 32 20 122 20 110 116 76 65 75
split_gain=15.6631 14.3004 13.9276 13.4591 33.0015 19.6976 17.0182 15.1173 24.9655 22.8088 15.703 21.1975 19.4049 19.0265 14.5646 14.5356 14.4159 13.9369 13.6924 14.3065 13.4731 13.1558 13.0708 14.4411 12.9969 12.4435 14.9825 12.398 12.3492 15.68
threshold=0.18291469663381579 7.1499998569488534 0.20371334254741671 1016.5499877929689 309.50000000000006 13.344999790191652 40.805000305175788 22.865000724792484 20.404999732971195 -0.38266885280609125 308.38426208496099 11.050000190734865 13.344999790191652 7.6150000095367441 0.83143779635429393 9.1500000953674334 9.805000305175783 1.9249999523162844 1021.8500061035157 -0.80382624268531788 12.050000190734865 20.150000572204593 4.8650000095367441 -0.70088258385658253 6.4149999618530282 0.1553718373179436 0.89490029215812694 2.8149999380111699 31.875000000000004 0.76172751188278209
decision_type=2 2 2 2 2 2 2 2 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 25 4 6 17 7 8 10 18 -3 12 13 21 -15 -8 28 -5 19 -9 -11 -12 23 -4 -13 -1 -27 -19 29 -6
right_child=1 3 22 5 16 -7 15 9 -10 20 11 24 -14 14 -16 -17 -18 27 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00020500339626582407 -0.0090319050677110119 0.00012755589989387251 0.0033797120540120709 -0.0053942148944250744 -0.0053666050253937713 -0.00077013561454767092 -0.0031632856898566397 0.0012268574294041492 0.0014123366255792745 -0.00062080327208477849 -0.00043487482523080147 7.6105895242350281e-05 0.0010504989750855999 -0.0030437369544086845 0.0027872267641077374 0.0022095955825299413 0.00076442618922782559 -0.0045067604436782602 0.0015993793661917271 -0.0020105360345462893 0.0016675761465265991 0.020668707735760995 -0.001333998414847464 -0.0028025283571287691 -0.0094202095936754202 -0.00068965460019974596 0.0044391657795337337 0.0041620533850944387 -0.010618513236609501 -0.0006669810693636989
leaf_weight=104366 430 873865 3103 448 3893 5115 1381 3802 36019 13074 36167 537 15023 12885 1168 14227 2216 437 3484 33317 12661 74 47106 1358 1095 85673 1448 7342 613 3262
leaf_count=104366 430 873865 3103 448 3893 5115 1381 3802 36019 13074 36167 537 15023 12885 1168 14227 2216 437 3484 33317 12661 74 47106 1358 1095 85673 1448 7342 613 3262
internal_value=3.05186e-06 8.44914e-05 -0.000359671 8.8114e-05 6.84119e-05 0.00166635 9.53922e-05 7.08722e-05 0.000120474 -0.000659524 7.10154e-05 -0.00066699 -0.000526357 -0.00099737 -0.0025591 0.0017342 -0.00279278 0.0031812 -0.00139764 -0.00167894 0.000505024 -0.000391784 -0.00108903 0.00149774 -0.0062955 -0.000163256 -0.000604411 0.00367507 -0.00380755 -0.00322402
internal_weight=1.32559e+06 1.08254e+06 243054 1.0821e+06 1.06876e+06 13342 1.05878e+06 1.04317e+06 976833 66338 940814 66949 65317 50294 14053 15608 9984 8227 40603 37119 25735 36241 51567 4461 1632 191487 87121 7779 7768 7155
internal_count=1325589 1082535 243054 1082105 1068763 13342 1058779 1043171 976833 66338 940814 66949 65317 50294 14053 15608 9984 8227 40603 37119 25735 36241 51567 4461 1632 191487 87121 7779 7768 7155
is_linear=0
shrinkage=0.05


Tree=114
num_leaves=31
num_cat=4
split_feature=103 136 56 4 92 86 11 64 73 124 39 55 92 108 110 39 136 81 76 31 115 30 54 75 136 102 14 21 136 8
split_gain=14.7492 15.6884 17.0132 14.7318 18.9274 18.7002 20.2119 23.0001 19.471 16.5872 16.2284 12.8917 14.7829 12.8242 11.8617 12.5536 16.2168 11.8222 11.4431 11.7467 11.4231 11.2292 11.1296 26.9687 41.5087 32.0189 26.3174 18.3516 18.2607 17.4085
threshold=-0.15879198908805844 0 253.38579559326175 11.650000095367433 -0.36131212115287775 0.86545658111572277 5.8500001430511483 1.3949999809265139 0.94495055079460155 -0.53727915883064259 9.0500001907348651 22.414999961853031 0.92731046676635753 0.89123833179473888 -0.037176936864852898 18.750000000000004 1 211.06362915039065 22.195000648498539 1014.0499877929689 -0.8338540494441985 1000.6499938964845 8.2650003433227557 0.61782941222190868 2 0.66793298721313488 1.7549999952316286 7.4249999523162851 3 5.0499999523162851
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 2
left_child=1 2 -1 5 13 22 9 -8 10 -7 -9 12 14 -5 15 16 20 -17 19 -11 21 -3 23 -2 25 27 -27 28 -25 -26
right_child=3 11 -4 4 -6 6 7 8 -10 18 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=0.0021407179195113385 3.9790032361909827e-05 -0.013745948175982162 -0.00092315939056964813 0.0028822093029579605 0.00053305585739522616 -0.0018397610144943956 -0.0029235690557896515 -0.0055649878868042554 -0.0087719960404873554 -0.00067290961274601589 -0.00047137565208068584 -0.0027327646996116927 -0.0050194650960570554 0.011593398714451437 -0.0010042847433709393 -0.0096099953571186173 0.0014436339109756516 -0.0010788606836569076 0.0027695560162329974 0.0010531013203996904 0.00075871097192159193 -0.0023486296837630445 -0.00026977248477314756 0.0063200434145365665 -0.0010205883362349327 0.0022437741246199767 -0.0013353201805585669 0.000916295875642551 0.0024387200827165304 0.0006884158368123173
leaf_weight=10423 672370 228 8015 4940 58101 7845 12408 1592 728 16534 88094 7785 1865 462 52679 427 20037 8293 5581 24412 3982 4146 172918 3312 31188 7923 14602 20285 35880 28534
leaf_count=10423 672370 228 8015 4940 58101 7845 12408 1592 728 16534 88094 7785 1865 462 52679 427 20037 8293 5581 24412 3982 4146 172918 3312 31188 7923 14602 20285 35880 28534
internal_value=2.89927e-06 -0.00053094 0.000808412 5.50054e-05 0.000796267 1.38656e-05 -0.00049264 -0.000904928 -0.000627899 0.00028703 -0.000561791 -0.000779279 -0.000613442 0.00362722 -0.000521928 0.00016274 0.000672357 -0.00149661 0.000645632 0.000356138 -0.00117742 -0.00294273 9.4533e-05 0.000171914 0.000798737 0.00152889 -7.64006e-05 0.00213709 0.00276895 -0.000204026
internal_weight=1.32559e+06 117880 18438 1.20771e+06 63503 1.14421e+06 157194 102822 90414 54372 89686 99442 91657 5402 89792 37113 28393 8720 46527 40946 8356 4374 987012 814094 141724 82002 22525 59477 39192 59722
internal_count=1325589 117880 18438 1207709 63503 1144206 157194 102822 90414 54372 89686 99442 91657 5402 89792 37113 28393 8720 46527 40946 8356 4374 987012 814094 141724 82002 22525 59477 39192 59722
cat_boundaries=0 1 2 3 4
cat_threshold=2304 150 1811 1024
is_linear=0
shrinkage=0.05


Tree=115
num_leaves=31
num_cat=3
split_feature=54 89 16 32 116 120 30 132 109 111 39 4 88 16 66 136 52 66 79 56 60 76 136 29 82 112 16 54 136 76
split_gain=15.7832 21.0747 20.9381 23.6155 21.4573 20.3515 20.337 22.5415 25.445 22.4208 21.1974 22.3439 20.1952 27.5104 19.7686 19.0497 16.6819 33.1526 16.6036 16.4863 25.4647 24.8608 20.6508 15.5705 14.8173 14.4208 23.2674 19.1001 13.8805 13.6092
threshold=3.1650000810623173 1.0000000180025095e-35 13.344999790191652 10.050000190734865 0.64942333102226268 0.061046212911605842 1016.9500122070314 1019.9500122070314 0.1203642636537552 1.0000000180025095e-35 11.050000190734865 11.449999809265138 -0.92652350664138783 11.775000095367433 7.8550000190734872 0 5.2550001144409189 1.5149999856948855 12.295000076293947 254.86667633056643 0.38292869925498968 18.064999580383304 1 1017.6499938964845 304.84561157226568 -0.5663846731185912 15.405000209808351 16.804999351501468 2 9.6750001907348651
decision_type=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 1 2
left_child=16 2 3 23 25 6 7 8 29 -9 14 12 13 -12 -10 -8 19 -18 -13 21 28 -1 -23 -2 -15 27 -27 -4 -21 -5
right_child=1 -3 4 5 -6 -7 15 9 10 -11 11 18 -14 24 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=9.7742346280752066e-05 0.0021801994238063774 -0.0021324255211938436 0.0010026459161541607 -0.00089538415009550194 0.0018925340160714809 -0.0017517169415683148 0.0010616013555178171 -0.0074611804738917258 0.0018872326415295586 0.0053371478140568883 -0.0013630360268921376 0.0063825214598476916 -0.00091523114194950572 -0.0035453703673531036 -0.0060636138606986519 -0.00064842171708164964 -0.00061429475772565006 0.0045317046256471514 0.00028924210183610226 -0.0034834621317592455 0.00025656246143344863 -0.00014741194296158901 0.0027659385456083796 -0.00021359062836135139 -0.0081977147162900655 0.00040138831559773835 -0.0023876271369340134 -0.00022867599845841411 -0.0010403331058229902 0.0020197432569820243
leaf_weight=771329 12331 14629 51609 7008 17035 37563 33314 399 968 2404 12583 1408 50348 4839 4064 31846 6370 6153 5428 6888 46221 9749 16183 15126 2648 15274 14651 80806 37251 9339
leaf_count=771329 12331 14629 51609 7008 17035 37563 33314 399 968 2404 12583 1408 50348 4839 4064 31846 6370 6153 5428 6888 46221 9749 16183 15126 2648 15274 14651 80806 37251 9339
internal_value=-1.66693e-05 -0.000267557 -0.000201178 -0.000515243 0.000204355 -0.000700395 -0.000463349 -0.000906116 -0.00103177 0.00351534 -0.00138971 -0.0011849 -0.00144984 -0.00279097 -0.00453412 0.000225916 0.000101959 0.00191412 0.00154427 7.63925e-05 -0.000563681 0.000148937 0.00167169 0.000861466 -0.00519081 2.72073e-05 -0.000964088 0.000251234 -0.00142261 0.000770021
internal_weight=1.32576e+06 425620 410991 231616 179375 204159 166596 101436 98633 2803 82286 77254 70418 20070 5032 65160 900144 12523 6836 887621 90360 797261 25932 27457 7487 162340 29925 132415 44139 16347
internal_count=1325764 425620 410991 231616 179375 204159 166596 101436 98633 2803 82286 77254 70418 20070 5032 65160 900144 12523 6836 887621 90360 797261 25932 27457 7487 162340 29925 132415 44139 16347
cat_boundaries=0 1 2 3
cat_threshold=5393 4708 548
is_linear=0
shrinkage=0.05


Tree=116
num_leaves=31
num_cat=0
split_feature=86 30 39 12 67 76 4 92 52 31 67 14 109 38 55 59 67 124 134 16 38 101 117 104 8 93 35 20 71 117
split_gain=15.2109 19.8623 18.6092 21.5339 21.335 17.6499 15.0987 24.1406 31.2864 24.6451 19.3118 20.6082 20.4864 20.0513 17.7147 16.3171 15.442 14.8778 14.6411 14.4467 13.5499 13.4053 17.1592 13.3919 13.2392 14.2437 13.0737 14.4368 13.8141 12.6264
threshold=0.85805568099021923 1021.3500061035157 11.250000000000002 2.4650000333786015 29.134999275207523 1.0000000180025095e-35 3.2500000000000004 -0.33370478451251978 0.78499999642372142 1011.7500000000001 6.0650000572204599 2.1650000810623173 0.25243325531482702 20.050000190734867 0.074999999254941954 204.98581695556643 0.87500000000000011 0.58068084716796886 1016.6499938964845 6.4600000381469735 16.250000000000004 0.65187636017799389 0.86159634590148937 1.0000000180025095e-35 17.849999427795414 0.068328436464071288 10.34999990463257 5.1849999427795419 286.88540649414068 0.96359375119209301
decision_type=2 2 2 2 2 2 2 2 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 2 24 5 29 -4 14 8 17 -10 12 15 20 -14 18 -12 -16 -8 -1 -7 -11 22 -21 -9 25 -2 -18 28 -28 -5
right_child=1 -3 3 4 -6 19 7 23 9 10 11 -13 13 -15 16 -17 26 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=9.8941110407930221e-05 -0.00082128637891095357 0.0012033500818529844 -0.0048994765805248927 0.0011882104686352002 -0.0010851337959652165 0.00091460353568865733 0.0020033529161389754 0.00010709324301300903 -0.0011449463888770883 0.0034421233331887987 0.00051527244321169325 -0.00065151508888692243 -0.0004345476331983049 0.010016886507987361 -0.0023781543385384563 0.0038422843836172383 0.00082231327847955742 0.0061442380419714192 0.028944204104217615 -0.00057071737233905324 0.00028634215788691852 -0.001821825339173469 0.004569538196189279 -0.002449614415842035 0.0029282273749825431 -0.0030538632755691907 0.0011543738102155136 -0.00068257350423084969 0.010480609439158191 0.0078830239999544954
leaf_weight=218629 14640 18167 2383 30363 12753 14831 5065 612175 15539 7684 5014 4990 30179 466 11149 13907 17822 3794 44 97684 6103 23129 1651 5165 1487 13953 1601 134148 528 721
leaf_count=218629 14640 18167 2383 30363 12753 14831 5065 612175 15539 7684 5014 4990 30179 466 11149 13907 17822 3794 44 97684 6103 23129 1651 5165 1487 13953 1601 134148 528 721
internal_value=-1.58364e-05 -0.000383798 -0.00051879 -0.000329842 0.000636964 -0.000633268 6.21153e-05 0.000198699 0.000950869 0.00065242 0.00106108 0.00220682 0.00044451 -0.000275619 -0.000190502 0.00296064 -0.000581204 0.00377675 0.000104745 -0.00055922 0.00204517 -0.000737708 -0.000485284 8.57024e-05 -0.00167154 -0.00191075 -0.000451195 -0.000617741 0.00346732 0.0013435
internal_weight=1.32576e+06 231762 213595 183515 43837 139678 1.094e+06 710081 92741 83882 68343 23911 44432 30645 383921 18921 165248 8859 218673 137295 13787 122464 99335 617340 30080 28593 154099 136277 2129 31084
internal_count=1325764 231762 213595 183515 43837 139678 1094002 710081 92741 83882 68343 23911 44432 30645 383921 18921 165248 8859 218673 137295 13787 122464 99335 617340 30080 28593 154099 136277 2129 31084
is_linear=0
shrinkage=0.05


Tree=117
num_leaves=31
num_cat=1
split_feature=136 76 86 52 52 66 55 33 79 76 52 42 131 134 58 108 134 130 52 92 36 100 55 8 71 81 30 79 54 35
split_gain=14.2753 20.7344 19.5143 17.7255 16.1526 20.0738 14.3005 17.8507 13.7472 23.8017 20.115 16.7162 16.0666 18.8687 15.1302 14.6413 15.8491 15.2551 15.3662 13.1477 13.0383 26.2027 19.887 12.9151 16.7462 15.7298 13.0918 18.9663 13.5 12.8846
threshold=0 32.725000381469734 0.85459133982658397 0.18500000238418582 11.114999771118166 28.73499965667725 5.8450000286102304 10.150000095367433 16.085000038146976 10.555000305175783 1.3049999475479128 9.7500000000000018 315.50000000000006 1017.7500000000001 306.85517883300787 -0.74287477135658253 1015.0499877929689 184.50000000000003 1.3650000095367434 0.88805899024009716 15.34999990463257 -0.68797546625137318 3.745000004768372 3.5499999523162846 290.21884155273443 277.08544921875006 1011.7500000000001 8.2550001144409197 9.2750000953674334 16.250000000000004
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=2 8 6 -3 5 19 -1 -8 9 15 -11 12 -10 14 -14 -2 17 23 -19 -4 21 -18 -23 25 -25 -17 27 29 -28 -26
right_child=1 3 4 -5 -6 -7 7 -9 11 10 -12 -13 13 -15 -16 16 20 18 -20 -21 -22 22 -24 24 26 -27 28 -29 -30 -31
leaf_value=8.4446487409007372e-05 -0.0027522314458026252 0.0081146410640373576 -0.00077457039664377862 0.0012967428514631834 0.0004912466651565108 -0.0039675949516672897 0.00059588670524763027 -0.00091578709661398249 -0.00019736569050642159 0.0032257027598454127 0.00070796560457224802 -0.003570768507469819 -0.0074434667421096716 0.0021151873861111467 0.0027145916794598969 3.3454632401739654e-05 0.033006673419920661 -0.0139352981086252 -0.0023258128736174419 -0.0039203128223592697 -0.0015510032744870169 0.01082823734328997 0.0019108277007728624 9.526957620582463e-05 0.0036763086111285394 -0.0010672175661689406 0.0020083536733011636 -0.0060629503759544838 0.00026348532285345506 -0.0046332020089840109
leaf_weight=362996 4601 995 74304 22757 18922 5787 25397 84521 68098 9337 52759 4332 2248 1051 438 96418 77 331 2052 3477 1343 768 3363 380703 1552 48934 27386 1526 18624 667
leaf_count=362996 4601 995 74304 22757 18922 5787 25397 84521 68098 9337 52759 4332 2248 1051 438 96418 77 331 2052 3477 1343 768 3363 380703 1552 48934 27386 1526 18624 667
internal_value=-1.50446e-05 0.00012863 -0.000202403 0.00158235 -0.000827883 -0.00112657 -6.68531e-05 -0.000566509 8.11109e-05 0.000155534 0.00108654 -0.000554435 -0.000372535 -0.00356459 -0.00578701 5.72717e-05 7.94159e-05 5.38883e-05 -0.00393838 -0.000915193 0.00273837 0.00410735 0.00356868 7.04103e-05 0.000208012 -0.000337096 0.00107067 -0.00177217 0.00130206 0.00117859
internal_weight=1.32576e+06 750360 575404 23752 102490 83568 472914 109918 726608 650441 62096 76167 71835 3737 2686 588345 583744 578193 2383 77781 5551 4208 4131 575810 430458 145352 49755 3745 46010 2219
internal_count=1325764 750360 575404 23752 102490 83568 472914 109918 726608 650441 62096 76167 71835 3737 2686 588345 583744 578193 2383 77781 5551 4208 4131 575810 430458 145352 49755 3745 46010 2219
cat_boundaries=0 1
cat_threshold=738
is_linear=0
shrinkage=0.05


Tree=118
num_leaves=31
num_cat=3
split_feature=87 4 116 10 80 136 69 39 54 91 136 71 36 54 108 75 12 96 120 55 39 54 67 13 64 135 109 30 136 83
split_gain=13.9394 13.3171 23.465 22.8164 43.8201 22.9606 19.2172 19.0058 17.6078 15.1516 11.922 19.2267 11.2249 12.0684 11.2101 11.1478 13.032 12.8244 12.3148 11.7683 11.5388 10.8832 21.7419 17.6013 14.8382 14.3146 15.0118 25.8455 20.0864 13.6343
threshold=0.89148643612861644 7.6499998569488534 0.97233289480209362 9.3499999046325701 243.83065032958987 0 318.65600585937506 9.1500000953674334 10.684999942779543 1.0000000180025095e-35 1 260.18452453613287 9.2500000000000018 5.6349999904632577 -0.88177630305290211 0.89827129244804393 2.7150000333786015 -0.80933678150176991 -0.94260558485984791 0.85500001907348644 12.650000095367433 9.1250000000000018 10.114999771118166 1.5349999666213991 17.804999351501468 1016.8500061035157 0.050569456070661552 1011.3500061035157 2 266.51638793945318
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 2 2 2 2 2 1 2
left_child=1 6 3 4 14 -6 9 -8 -7 21 11 -5 -13 -14 -3 16 18 -17 -2 -18 -21 22 24 -24 29 26 -25 -28 -29 -1
right_child=15 2 -4 10 5 8 7 -9 -10 -11 -12 12 13 -15 -16 17 19 -19 -20 20 -22 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=0.00010120897203030448 0.0012864679187944048 -0.0033567722612925519 0.0050428732525563819 -0.00013759358118704986 -0.00053704390772541812 0.0037000752661747269 -0.01077648085051278 -0.0013021811763128804 0.0012158311186776368 -0.0011945105887146304 -0.00014745110578072963 -0.01211373750783204 0.0040301797686989422 0.0011915304194515242 8.7958998554172726e-05 -0.00050059303862087714 0.0052805416421953339 -0.0041210077369449073 -0.00098926015601180682 -0.001112724585177937 0.0021972107034941755 -0.00037936057969287939 0.002568893466131498 0.0023232236817083128 0.0030862934574631237 0.0058865266850894075 -0.00290755050485992 0.0030214192552019269 -7.5572242281139637e-05 -0.00044844246009037082
leaf_weight=529824 6696 2519 2602 21971 6157 19851 543 21038 11133 27159 185507 137 6003 9951 37839 5123 1459 4681 52980 5440 5103 153101 13621 8298 3877 1217 6457 6575 25554 143348
leaf_count=529824 6696 2519 2602 21971 6157 19851 543 21038 11133 27159 185507 137 6003 9951 37839 5123 1459 4681 52980 5440 5103 153101 13621 8298 3877 1217 6457 6575 25554 143348
internal_value=-1.42924e-05 2.71964e-05 0.000315082 0.000274222 0.00101352 0.00225288 -6.57455e-05 -0.00154056 0.00280654 -3.11133e-05 1.79486e-05 0.000823898 0.00213725 0.00225963 -0.000127049 -0.000647853 -0.00043156 -0.00222919 -0.00073391 0.00107178 0.000489343 4.31414e-06 8.38259e-05 0.000982194 1.92774e-06 0.00053288 0.000393912 -2.09904e-05 0.000559125 -1.58361e-05
internal_weight=1.32576e+06 1.24428e+06 303670 301068 77499 37141 940612 21581 30984 919031 223569 38062 16091 15954 40358 81482 71678 9804 59676 12002 10543 891872 738771 61722 677049 48101 46884 38586 32129 673172
internal_count=1325764 1244282 303670 301068 77499 37141 940612 21581 30984 919031 223569 38062 16091 15954 40358 81482 71678 9804 59676 12002 10543 891872 738771 61722 677049 48101 46884 38586 32129 673172
cat_boundaries=0 1 2 3
cat_threshold=4160 1042 1280
is_linear=0
shrinkage=0.05


Tree=119
num_leaves=31
num_cat=1
split_feature=76 79 76 75 14 71 89 126 60 92 63 52 127 0 81 52 136 52 52 1 75 83 89 97 28 37 8 39 106 24
split_gain=13.2807 17.4482 24.8082 24.4856 19.0173 23.3372 16.6771 15.4091 16.2287 27.8266 26.7025 19.403 14.2474 16.6874 14.1351 14.0738 14.0214 16.84 13.7492 16.4802 13.1249 11.8212 11.7872 12.7667 11.6276 12.4977 11.8718 11.436 11.4139 11.3305
threshold=43.82500076293946 15.284999847412111 10.855000019073488 0.92045772075653087 1.3550000190734866 274.09466552734381 1.0000000180025095e-35 0.94260558485984813 0.40924187004566198 -0.33370478451251978 0.41165421903133398 2.6149998903274541 -0.50751903653144825 212.50000000000003 323.52606201171881 0.66500002145767223 0 1.235000014305115 14.715000152587892 8.5000000000000018 0.48821155726909643 253.46149444580081 -0.53363481163978566 -0.72402983903884877 1004.1499938964845 9.4499998092651385 19.550000190734867 16.550000190734867 1.0000000180025095e-35 315.50000000000006
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=1 2 6 7 -4 -6 14 8 9 11 21 -3 13 -7 28 -16 17 -14 19 29 -19 -11 23 -23 -2 26 -26 -20 -1 -5
right_child=24 3 4 18 5 12 -8 -9 -10 10 -12 -13 16 -15 15 -17 -18 20 27 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=2.9329855700145876e-05 -0.0016979447432740121 0.0010894469262806561 0.0035958560109442535 0.0062444470561798726 -0.00066338687918571443 0.0011024890583673618 -0.0013085859198957153 0.00085735739733252398 -0.00015995881127232696 0.0010531263532559804 -0.00020684654170860154 -0.0016521625678351448 0.0045373971152507832 0.00495719513318588 0.0031164308805805741 -0.0022516954844989515 -5.6146894347926182e-05 -0.0024126804804144057 -0.0004503602049614357 -0.0071985261498453239 0.0013376435537204464 -0.001628909449921641 -0.0054802112769103432 -0.0051180678767318048 -0.0035943040252948985 0.0025478901548789193 0.0066604488292191753 -0.02216413269615582 -0.0025592768596630704 -0.0080189788436925997
leaf_weight=977590 2579 15444 5595 434 26939 6969 25088 22070 95397 1400 10138 11086 3862 4702 1370 11224 29209 2531 2760 2912 29809 7883 6209 3928 1593 12156 343 62 4277 205
leaf_count=977590 2579 15444 5595 434 26939 6969 25088 22070 95397 1400 10138 11086 3862 4702 1370 11224 29209 2531 2760 2912 29809 7883 6209 3928 1593 12156 343 62 4277 205
internal_value=-1.35769e-05 -3.14353e-05 4.14317e-05 -0.000488723 0.000756185 0.000603447 -3.54145e-05 -0.000376952 -0.00055678 -0.00123171 -0.00228682 -5.618e-05 0.00104619 0.00265547 -3.29523e-06 -0.00166774 0.00075905 0.0014164 -0.00353257 -0.0056029 0.00104413 -0.00337264 -0.00371649 -0.0027893 0.00138876 0.00195366 -0.00177748 -0.000927417 1.80539e-05 0.00166854
internal_weight=1.32576e+06 1.30909e+06 1.12916e+06 179928 109616 104021 1.01955e+06 173555 151485 56088 29558 26530 77082 11671 994461 12594 65411 36202 6373 3551 32340 19420 18020 11811 16671 14092 1936 2822 981867 639
internal_count=1325764 1309093 1129165 179928 109616 104021 1019549 173555 151485 56088 29558 26530 77082 11671 994461 12594 65411 36202 6373 3551 32340 19420 18020 11811 16671 14092 1936 2822 981867 639
cat_boundaries=0 1
cat_threshold=3347
is_linear=0
shrinkage=0.05


Tree=120
num_leaves=31
num_cat=1
split_feature=136 70 36 76 15 4 39 70 6 125 71 43 31 124 108 36 37 54 31 15 14 96 66 20 79 67 8 62 79 80
split_gain=15.622 21.6465 13.7454 13.6406 16.9531 15.866 18.1592 15.1845 14.3712 13.2371 11.2888 21.8472 19.7836 21.723 19.5937 16.3386 20.9308 19.5868 18.9073 17.9626 14.1688 13.8498 14.5232 13.7128 25.337 33.1911 15.0591 13.6862 11.8326 11.7532
threshold=0 314.89041137695318 6.9500000476837167 28.954999923706058 1.8949999809265139 14.650000095367433 8.7500000000000018 321.48103332519537 1.9499999880790713 -0.33379416167736048 290.69009399414068 9.3499999046325701 1012.4500122070314 -0.28400452435016627 -0.74287477135658253 15.449999809265138 12.650000095367433 1.575000047683716 1007.9500122070314 1.1950000524520876 0.74500000476837169 -0.80933678150176991 64.420001983642592 7.4549999237060556 19.535000801086429 9.8350000381469744 2.7500000000000004 0.46975935995578771 1.0850000381469729 305.04609680175787
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 2 -1 7 -5 6 -6 10 -8 -7 -2 12 13 -12 -15 16 -16 29 19 -17 -13 -22 -23 24 25 -14 -25 -27 -28 -18
right_child=3 -3 -4 4 5 9 8 -9 -10 -11 11 20 23 14 15 18 17 -19 -20 -21 21 22 -24 26 -26 27 28 -29 -30 -31
leaf_value=-0.012278537716278848 3.5607055120931792e-05 -0.0018248046082294013 -0.00013173401789627376 0.0049618931516044974 -0.018374619571451742 -0.0014161492899604292 0.0037848437998718731 -0.0013285439625810207 0.00017815741820173319 0.0072535234286444277 -0.0040892157564842652 0.034014895337599292 0.00095886365950171443 -0.015620072363570436 -0.0018413205215043707 0.015909262749049417 0.0020108472563421932 0.0012519644801977225 -0.00024559538440437431 -0.0064038542586939626 -0.0004066087821091005 -0.0043750720746845249 -0.032092615447860837 -0.00098817542862536674 -0.00048768919093185748 0.0050907344629390876 -0.007350983732774867 0.0024019193349265194 0.00098238400921115267 0.010125790338146127
leaf_weight=233 544898 19665 555545 2671 127 606 3103 17988 25129 1610 3676 27 32398 199 4729 94 754 11094 6501 2229 4222 3065 48 15122 13639 8432 431 10787 36493 1093
leaf_count=233 544898 19665 555545 2671 127 606 3103 17988 25129 1610 3676 27 32398 199 4729 94 754 11094 6501 2229 4222 3065 48 15122 13639 8432 431 10787 36493 1093
internal_value=1.52545e-06 -0.000194507 -0.000136826 0.0001517 0.00114182 0.000808101 0.000489711 0.000105851 0.000574571 0.00488267 0.000142715 0.000519169 0.000651696 -0.000485704 1.05506e-05 0.000127954 0.0010054 0.00204567 -0.00162912 -0.00550096 -0.00213914 -0.00227222 -0.00480245 0.000946164 0.00142896 0.00193541 0.000340827 0.00358159 0.000885112 0.00681303
internal_weight=1.32661e+06 575443 555778 751165 33246 30575 28359 717919 28232 2216 699931 155033 147671 30369 26693 26494 17670 12941 8824 2323 7362 7335 3113 117302 65256 51617 52046 19219 36924 1847
internal_count=1326608 575443 555778 751165 33246 30575 28359 717919 28232 2216 699931 155033 147671 30369 26693 26494 17670 12941 8824 2323 7362 7335 3113 117302 65256 51617 52046 19219 36924 1847
cat_boundaries=0 1
cat_threshold=738
is_linear=0
shrinkage=0.05


Tree=121
num_leaves=31
num_cat=1
split_feature=136 70 89 76 15 4 39 70 6 52 125 36 55 32 52 56 17 56 123 30 135 0 38 111 100 4 133 108 71 31
split_gain=14.0988 19.5359 15.7452 12.3106 15.3002 14.332 16.2102 13.704 12.8585 14.2247 12.4708 11.9112 11.0359 20.2494 18.3569 16.929 16.0346 12.6242 15.5644 11.6891 11.8807 10.4788 10.3278 10.314 10.2958 10.6098 11.8859 11.1202 10.2136 18.6913
threshold=0 314.89041137695318 1.0000000180025095e-35 28.954999923706058 1.8949999809265139 14.750000000000002 8.7500000000000018 321.48103332519537 1.9499999880790713 0.10500000044703485 -0.33379416167736048 7.0499999523162851 5.8450000286102304 10.250000000000002 4.8250000476837167 193.86267089843753 14.039999961853029 254.86667633056643 -0.44618082046508784 1027.1499633789065 1024.1499633789065 328.50000000000006 9.0500001907348651 0.67953592538833629 0.41001835465431219 8.0500001907348651 1010.3500061035157 -0.74287477135658253 286.88540649414068 1012.6499938964845
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 2 11 7 -5 6 -6 28 -8 -10 -7 -1 14 -14 17 -16 19 -13 -19 20 23 -3 -9 24 -15 26 -26 -28 -2 -30
right_child=3 21 -4 4 5 10 8 22 9 -11 -12 12 13 16 15 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.010840228505605645 2.6243296608829233e-05 -0.0025325779001234478 -0.0015094604560630129 0.0047137984848714936 -0.017138447395096033 -0.0014076385145870456 0.0035956016209026335 -0.023512793817700675 0.0072815009105233466 -1.296749138241527e-05 0.0072479461385163996 5.9515736071209859e-05 0.00063701922255059943 -0.0011607636944539917 -0.0023267742049264215 0.0016288465420361026 7.8277637645060257e-05 -0.0019957144580175293 2.7946103029886722e-05 0.002792887867562027 0.0064383339738478098 -6.6308735927904651e-05 -0.0011976076650062539 0.00023383505576038662 -0.0036966554414333075 -0.00059834237759097322 -0.036068560117855669 0.0014625992358111043 -0.00052866706539051497 0.00074030224315343616
leaf_weight=257 527181 13294 19943 2671 130 580 3103 52 687 24602 1473 333224 31686 37315 3001 27409 33908 17537 20737 1740 485 6371 17936 8281 13598 5139 20 1498 36901 135849
leaf_count=257 527181 13294 19943 2671 130 580 3103 52 687 24602 1473 333224 31686 37315 3001 27409 33908 17537 20737 1740 485 6371 17936 8281 13598 5139 20 1498 36901 135849
internal_value=1.44918e-06 -0.000184782 -0.000129985 0.000144115 0.00108473 0.000767696 0.000477264 0.000100559 0.000557922 0.000185194 0.00480263 -7.8643e-05 -7.3479e-05 -0.000467037 5.7414e-05 0.00123849 -0.000810063 -3.9266e-05 -0.000899287 -0.00125254 -0.00135865 -0.00173356 -0.00126212 -0.00141607 -0.0016534 -0.00256097 -0.0032282 0.000968118 0.000135579 0.000469239
internal_weight=1.32661e+06 575443 555778 751165 33246 30575 28522 717919 28392 25289 2053 535835 535578 133670 401908 30410 101984 371498 38274 68076 66336 19665 17988 65851 57570 20255 15116 1518 699931 172750
internal_count=1326608 575443 555778 751165 33246 30575 28522 717919 28392 25289 2053 535835 535578 133670 401908 30410 101984 371498 38274 68076 66336 19665 17988 65851 57570 20255 15116 1518 699931 172750
cat_boundaries=0 1
cat_threshold=738
is_linear=0
shrinkage=0.05


Tree=122
num_leaves=31
num_cat=2
split_feature=136 70 36 76 15 4 36 97 52 71 38 83 71 53 41 4 19 78 74 105 136 120 61 88 93 30 81 7 87 21
split_gain=12.7242 17.6312 11.3789 11.1196 13.3149 12.45 14.979 18.1627 13.2496 12.3566 15.3834 13.8718 12.5497 17.3927 15.4444 15.1007 14.5183 14.4225 19.601 13.2895 16.9107 14.8829 15.5685 13.6342 12.9461 12.2032 12.0096 11.9969 13.4063 11.9484
threshold=0 314.89041137695318 6.9500000476837167 30.464999198913578 1.8949999809265139 14.650000095367433 9.3499999046325701 -0.82746499776840199 0.064999999478459372 318.56846618652349 8.9499998092651385 270.65724182128912 290.69009399414068 1.8149999976158144 9.7500000000000018 2.6499999761581425 10.405000209808351 12.444999694824221 0.54687258601188671 -0.67635366320610035 1 0.46173103153705602 0.59713736176490795 -0.75248208642005909 0.99583086371421825 1025.350036621094 284.25685119628912 4.9500000476837167 0.84812456369400036 7.5250000953674325
decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 -5 6 7 -6 -8 12 -11 -12 -2 16 15 29 24 19 -19 20 21 22 27 -21 -14 -13 -18 -17 -29 -15
right_child=3 -3 -4 4 5 -7 8 -9 -10 10 11 25 13 14 -16 17 26 18 -20 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.01117065492300769 2.919984566392802e-05 -0.0016468861484902745 -0.00011885250825521957 0.0048574819855398141 0.0030760068197824143 0.0043992141624663063 0.0087763563679728786 -0.013370227095281831 0.00051101684407754071 -0.024523152062750381 0.0064307690204743612 -0.0012831308679982383 0.0014496983728573653 0.00075766921371592114 -0.0024675089265436909 0.0062749594939931434 0.00112742074389678 -0.0038541096456282463 0.00038225560735464983 -0.0022723623642902512 0.00070619076291018879 -0.001475706864912936 0.0017370997758553984 0.0019245583506066783 -0.0034553647680922485 0.0040356463708630603 0.0055336125339987491 0.004812456851662799 -0.0012943981707058255 -0.0011433532920134646
leaf_weight=233 547736 19665 555545 2174 281 2196 495 417 23679 69 633 25522 15731 13123 4806 5094 2544 2986 31902 4614 20197 1875 9008 3333 1471 1126 3944 2463 1415 22331
leaf_count=233 547736 19665 555545 2174 281 2196 495 417 23679 69 633 25522 15731 13123 4806 5094 2544 2986 31902 4614 20197 1875 9008 3333 1471 1126 3944 2463 1415 22331
internal_value=1.37672e-06 -0.000175543 -0.000123486 0.00013691 0.00109276 0.000790391 0.000471761 -0.00674932 0.000680262 9.81941e-05 -0.000944254 -0.000884618 0.000139242 0.000549726 0.000311051 0.000423893 0.00179042 0.000793287 1.96729e-05 0.00135559 0.00172618 0.00276199 0.00320545 -0.000512159 0.00103025 -0.00105839 0.00380591 0.00467969 0.00258419 -0.000439706
internal_weight=1.32661e+06 575443 555778 751165 29242 27068 24872 698 24174 721923 27350 27281 694573 146837 123147 118341 23690 82887 34888 47999 40052 19855 17980 7947 17202 26648 6488 8972 3878 35454
internal_count=1326608 575443 555778 751165 29242 27068 24872 698 24174 721923 27350 27281 694573 146837 123147 118341 23690 82887 34888 47999 40052 19855 17980 7947 17202 26648 6488 8972 3878 35454
cat_boundaries=0 1 2
cat_threshold=738 1300
is_linear=0
shrinkage=0.05


Tree=123
num_leaves=31
num_cat=3
split_feature=31 84 134 36 60 54 23 91 22 136 12 104 136 57 52 120 103 36 136 108 0 128 96 75 8 116 87 74 34 65
split_gain=12.1583 22.7597 26.9507 19.2046 18.8053 18.6721 17.8382 18.24 16.6487 17.2857 20.7417 15.7308 26.6562 34.6205 30.6225 17.9254 16.2349 15.9727 32.4185 19.6259 14.9295 14.1801 14.1458 13.697 13.1685 27.4934 14.7238 12.9706 12.6416 12.5679
threshold=1011.7500000000001 0.73576602339744579 1016.9500122070314 15.449999809265138 0.7668883502483369 11.265000343322756 6.0450000762939462 -0.49891076982021326 7.6449999809265146 0 0.94499999284744274 -0.9625180959701537 1 256.87475585937506 0.064999999478459372 0.14780378341674807 -0.063297174870967851 14.949999809265138 2 -0.51420336961746205 312.50000000000006 166.50000000000003 -0.8572389781475066 0.44695048034191137 11.750000000000002 0.97233289480209362 0.91005870699882518 0.56728744506835949 12.750000000000002 4.6250000000000009
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 8 6 -4 -8 9 10 -3 12 13 22 27 -15 17 -13 19 -19 -21 -12 -2 -24 26 29 -18 -14 -20 -26
right_child=11 2 3 -5 -6 -7 7 -9 -10 -11 21 16 14 15 -16 -17 24 18 28 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=9.144644043518861e-05 0.0067249702813592903 0.017641825078753788 -0.00016941888187770293 -0.0056048669327527396 0.00075051259189706527 -0.00015369907912610891 0.0044632578870199375 0.015033757430627546 -0.0032034772860266725 -0.0016043666941727059 0.00070738490630358191 -0.0013161035470919227 0.0074497718802705578 0.0019188337416890452 6.4111996966786846e-05 -0.0019319934208855199 9.8825958141446947e-06 0.014857659817590341 0.0096371011896612679 0.00014962773991768403 0.0055365148109762334 -0.0034663553230307891 0.012202084178237333 -0.00098610574188289488 6.5545508486634116e-05 0.0066040852905560766 -0.0019516337518650038 0.0019862632052018683 -0.00076439258082145996 0.0010911529784447655
leaf_weight=143957 4656 170 1933 949 10988 6135 3557 461 11638 51459 13636 43626 1892 12146 93261 4023 747553 365 296 2557 2588 2392 234 1241 81375 1836 9691 2551 22248 47194
leaf_count=143957 4656 170 1933 949 10988 6135 3557 461 11638 51459 13636 43626 1892 12146 93261 4023 747553 365 296 2557 2588 2392 234 1241 81375 1836 9691 2551 22248 47194
internal_value=1.30815e-06 -0.000314936 -0.000881165 0.00124411 -0.00118801 0.00178189 0.00377733 0.00567605 -0.00145663 -0.00115615 0.000268601 7.37596e-05 0.000613461 0.00217287 0.000257292 0.000960712 6.2475e-06 -0.000717576 0.000213179 0.00364749 0.0028593 8.45008e-05 0.00537318 0.00110612 6.46981e-05 0.000528774 -1.52203e-05 0.00431283 -0.000627544 0.000442017
internal_weight=1.32661e+06 247275 103318 13035 90283 12086 5951 4018 79295 67657 16198 1.07933e+06 120004 22300 97704 16169 959329 71680 28054 5510 5145 16028 6131 1475 887649 130405 757244 4443 22544 128569
internal_count=1326608 247275 103318 13035 90283 12086 5951 4018 79295 67657 16198 1079333 120004 22300 97704 16169 959329 71680 28054 5510 5145 16028 6131 1475 887649 130405 757244 4443 22544 128569
cat_boundaries=0 1 2 3
cat_threshold=1043 5890 768
is_linear=0
shrinkage=0.05


Tree=124
num_leaves=31
num_cat=3
split_feature=54 90 16 64 19 19 79 81 123 28 12 4 17 117 55 32 38 136 17 30 39 136 39 4 128 17 52 136 36 30
split_gain=11.8735 21.0728 19.4418 14.608 22.5076 22.1521 20.54 16.6172 15.0624 32.5168 15.5014 14.9238 14.1031 26.5816 23.7784 16.6315 24.2243 19.1105 16.3772 15.8632 14.3279 14.0157 16.1583 13.4885 14.3216 13.4726 15.6241 15.4439 13.2998 13.0211
threshold=3.1650000810623173 1.0000000180025095e-35 18.219999313354496 2.6750000715255742 10.405000209808351 7.4149999618530282 7.0050001144409189 72.417915344238295 -0.33379416167736048 1.0000000180025095e-35 3.6550000905990605 7.2500000000000009 14.039999961853029 -0.25037047266960138 7.9249999523162851 10.34999990463257 12.449999809265138 0 17.029999732971195 1018.6499938964845 16.650000572204593 1 8.7500000000000018 11.550000190734865 295.50000000000006 11.120000362396242 1.0000000180025095e-35 2 15.650000095367433 1010.4500122070314
decision_type=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 1 2 2
left_child=3 2 12 6 5 -5 -1 -8 9 -7 21 -10 15 18 -15 19 -17 -18 20 -2 -14 -11 -23 24 -9 27 -27 -6 -16 -19
right_child=1 -3 -4 4 25 8 7 23 11 10 -12 -13 13 14 28 16 17 29 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=8.3901637793092003e-05 0.0014992058277564439 -0.0020869919609729933 0.0019783975665017841 0.0017051725186827673 0.00069765532577859869 0.061362342110701976 -0.0056640423824150096 -0.00085471515739965172 -5.199169477958085e-05 3.3762107025478343e-05 0.0060718615661313341 0.0023855176363270468 0.00031583642294056669 0.0024847747639455625 7.4523364815418168e-05 -0.00138908755745222 -0.0014251561767158424 -0.0011733973503718958 -0.0029427701415820485 -0.00046644156847627371 -0.00226995834254914 -0.015716046404016647 -0.0016547275599062151 0.0021652356522466774 -0.0054158119700348159 0.020173202026306153 0.00025521996282250613 0.0030085878713158329 0.0023389719236932586 0.00016055976356553383
leaf_weight=708525 20939 14540 10455 17967 12019 21 1826 40721 24849 18901 790 8403 21758 16117 56374 63796 29217 21307 7504 20133 7107 206 24859 3539 1797 99 17941 18214 7327 129357
leaf_count=708525 20939 14540 10455 17967 12019 21 1826 40721 24849 18901 790 8403 21758 16117 56374 63796 29217 21307 7504 20133 7107 206 24859 3539 1797 99 17941 18214 7327 129357
internal_value=1.24214e-06 -0.00021628 -0.000150162 0.000104108 0.000565184 0.000122316 1.61679e-05 -0.000986088 -0.000242153 -0.0008408 -0.000869987 0.000563983 -0.000205668 0.000258573 0.000769074 -0.000395093 -0.000551974 -0.000255086 -0.00086181 0.000535669 -0.000320825 -0.000994721 -0.00176959 -0.000800623 -0.00104749 0.00144587 0.000364526 0.00209111 0.000334984 -2.80874e-05
internal_weight=1.32661e+06 425931 411391 900677 144269 95996 756408 47883 78029 44777 44756 33252 400936 116187 79818 284749 243677 179881 36369 41072 28865 43966 25065 46057 42518 48273 18040 30233 63701 150664
internal_count=1326608 425931 411391 900677 144269 95996 756408 47883 78029 44777 44756 33252 400936 116187 79818 284749 243677 179881 36369 41072 28865 43966 25065 46057 42518 48273 18040 30233 63701 150664
cat_boundaries=0 1 2 3
cat_threshold=198 3458 2272
is_linear=0
shrinkage=0.05


Tree=125
num_leaves=31
num_cat=3
split_feature=99 69 12 29 15 124 136 36 22 136 4 36 7 24 39 7 60 136 110 54 34 75 52 0 32 30 65 78 15 8
split_gain=13.3525 11.7752 25.8853 23.602 19.9231 14.5009 14.6006 18.0806 14.0941 13.6333 13.2226 24.5656 15.4542 13.4432 12.5069 12.4112 12.3388 12.1386 19.3982 25.8983 17.0284 16.9352 24.9017 16.8845 14.4393 14.2935 13.0624 15.6871 12.2115 12.4825
threshold=0.10214221104979516 310.83691406250006 2.9750000238418584 1009.6499938964845 2.8950001001358037 -0.68832838535308827 0 15.449999809265138 8.0050001144409197 1 8.3499999046325701 9.6500000953674334 4.9500000476837167 342.50000000000006 11.050000190734865 7.1499998569488534 0.7342871129512788 2 0.26388014853000646 11.065000057220461 14.750000000000002 0.57185250520706188 2.4850000143051152 1.0000000180025095e-35 18.550000190734867 1015.8500061035157 5.0050001144409189 1.235000014305115 1.0349999666213991 2.8500000238418584
decision_type=2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 5 9 -5 -3 10 15 -9 -4 12 13 -7 -12 -6 -8 -11 18 19 24 -21 23 25 -20 26 -23 -1 -28 -24 -30
right_child=-2 2 3 4 14 6 7 8 -10 16 11 -13 -14 -15 -16 -17 -18 -19 21 20 -22 22 28 -25 -26 -27 27 -29 29 -31
leaf_value=0.0061240467030526996 -0.0026750661395413566 -0.0030277198910570813 0.0065983071620426357 0.0040506114961566652 -0.0024950518517628173 0.00090995091185145564 -2.4962545354760705e-05 -0.002617490719443151 -0.008712574594680977 -0.0068668110466244591 -0.0019231942541264192 0.0035008794866878547 -0.0018005809358062426 -0.015974626800976693 0.0013107568448138759 -0.0018138397212249348 0.00087359207644988751 -1.7422625423166422e-05 -0.0027880159544710591 -0.00061856941486664963 0.0033516742739450977 0.0013640787661151977 0.0070243740635717311 -1.4437412579008857e-05 -0.0067496148979867459 0.0047319577513810383 -0.011329127752676083 0.0029179214810940456 -0.00099484059381104036 0.00070865482125436168
leaf_weight=3918 4635 7385 301 5870 2677 10600 21001 5325 1154 1730 1143 5702 10436 200 11150 18012 733 997224 5765 11454 3534 7316 687 113849 333 5533 199 6642 13923 47242
leaf_count=3918 4635 7385 301 5870 2677 10600 21001 5325 1154 1730 1143 5702 10436 200 11150 18012 733 997224 5765 11454 3534 7316 687 113849 333 5533 199 6642 13923 47242
internal_value=3.89137e-06 1.32908e-05 -0.000498924 0.00100288 0.00161003 -0.000915583 -0.000703574 -0.00125681 -0.00370311 -0.00332387 0.000193069 0.00206797 -0.000434749 -0.00401574 0.000573927 -0.000850873 -0.00454478 5.67959e-05 0.000392596 0.00167302 0.000317569 0.000220764 0.000811427 -0.000148115 0.00350457 0.00281435 0.00382195 0.00250348 0.000395345 0.000320888
internal_weight=1.32567e+06 1.32104e+06 103419 22461 19697 80958 73573 45492 6479 2764 28081 7045 21036 1343 13827 39013 2463 1.21762e+06 220395 26080 14988 194315 74701 119614 11092 12849 10759 6841 61852 61165
internal_count=1325673 1321038 103419 22461 19697 80958 73573 45492 6479 2764 28081 7045 21036 1343 13827 39013 2463 1217619 220395 26080 14988 194315 74701 119614 11092 12849 10759 6841 61852 61165
cat_boundaries=0 1 2 3
cat_threshold=3220 5121 1282
is_linear=0
shrinkage=0.05


Tree=126
num_leaves=31
num_cat=1
split_feature=99 31 93 68 69 12 31 15 42 127 136 8 36 7 67 116 36 31 130 53 39 54 52 56 133 130 39 58 131 121
split_gain=12.0507 10.6799 16.2832 14.2514 12.7817 23.4612 24.0603 15.8208 13.5998 17.3276 13.3307 16.2072 22.6375 16.0908 13.2731 12.8364 12.4209 14.4459 13.1722 11.428 11.402 10.9146 24.027 25.2473 16.4541 21.176 17.5443 20.4479 17.6799 16.0014
threshold=0.10214221104979516 1026.549987792969 -0.35482648015022272 293.63284301757818 310.83691406250006 2.9750000238418584 1010.5499877929689 2.8549998998641972 11.34999990463257 0.89490029215812694 0 10.650000095367433 9.6500000953674334 4.9500000476837167 42.545000076293952 0.9536806344985963 16.050000190734867 1003.9500122070314 333.50000000000006 2.0949999094009404 11.050000190734865 9.1250000000000018 7.4049999713897714 221.31297302246097 1017.7500000000001 310.50000000000006 15.750000000000002 210.00547027587893 309.50000000000006 0.41467745602130895
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 4 -3 -4 21 8 14 -8 10 -10 11 13 15 -6 -7 -13 18 -18 -12 -20 -9 22 24 -24 25 -1 27 28 -26 -23
right_child=-2 2 3 -5 5 6 7 20 9 -11 16 12 -14 -15 -16 -17 17 -19 19 -21 -22 29 23 -25 26 -27 -28 -29 -30 -31
leaf_value=6.2484342166849047e-05 -0.0025413128174015722 0.0082386173734366863 0.00010608186001282258 0.0028050743012503518 0.00067333076752125248 -0.00035413854867118421 0.0038639153831798883 -0.0023917323827856349 -0.010149285333907103 -0.00045058340122594527 -0.0012602483327925464 -0.0013656415767514078 0.0040593079432079023 -0.0019213386814669411 -0.0068942319598872502 -0.015270532642580987 -0.012852648741874188 -0.0029809644791872511 0.011022356576343118 0.00078823903134614967 0.001361162509720575 -0.00010519066286186079 -0.00102588755824193 0.001923023389041664 0.025452071410955446 -0.0025714806383670078 -0.0097811754994781876 0.0027491017710249647 0.0061302246298114565 -0.0013328329776194088
leaf_weight=941968 4635 756 19198 6563 12343 1835 5415 2491 901 942 42190 1054 4441 11582 1344 197 409 3947 389 913 10793 166368 9312 32910 196 7693 233 2774 299 31582
leaf_count=941968 4635 756 19198 6563 12343 1835 5415 2491 901 942 42190 1054 4441 11582 1344 197 409 3947 389 913 10793 166368 9312 32910 196 7693 233 2774 299 31582
internal_value=3.69929e-06 1.26287e-05 0.00100595 0.000793691 -7.7184e-06 -0.000547267 0.000902305 0.00158598 -0.000947148 -0.00519205 -0.000846156 -1.22293e-05 0.00238575 -0.000582739 -0.00311912 -0.0035553 -0.00136205 -0.00390785 -0.00110739 0.0038459 0.000657424 3.80313e-05 0.000105465 0.00127265 5.37625e-05 4.11472e-05 0.00347474 0.00441956 0.0137809 -0.000301055
internal_weight=1.32567e+06 1.32104e+06 26517 25761 1.29452e+06 101186 21878 18699 79308 1843 77465 29617 5692 23925 3179 1251 47848 4356 43492 1302 13284 1.19334e+06 995385 42222 953163 949661 3502 3269 495 197950
internal_count=1325673 1321038 26517 25761 1294521 101186 21878 18699 79308 1843 77465 29617 5692 23925 3179 1251 47848 4356 43492 1302 13284 1193335 995385 42222 953163 949661 3502 3269 495 197950
cat_boundaries=0 1
cat_threshold=3220
is_linear=0
shrinkage=0.05


Tree=127
num_leaves=31
num_cat=1
split_feature=99 86 8 35 54 52 92 134 131 92 136 52 55 60 31 37 52 52 105 126 58 58 63 66 19 4 75 6 90 3
split_gain=10.958 10.2825 12.4868 11.2046 10.8027 31.8961 27.3958 20.2657 29.3705 22.4979 52.9861 30.8273 29.9344 28.8408 25.1176 20.7228 19.5433 19.3806 20.9294 17.9114 17.3699 16.7556 16.6962 16.6734 16.223 15.8485 15.4294 15.3903 22.8385 15.2282
threshold=0.27761048078536993 0.89634153246879589 12.250000000000002 9.1500000953674334 6.055000066757203 6.5650000572204599 -0.89024874567985524 1016.9500122070314 315.50000000000006 -0.30901470780372614 0 0.46500000357627874 1.4149999618530276 0.35087580978870397 1019.1499938964845 15.750000000000002 2.3649998903274541 1.8949999809265139 -0.99145606160163868 0.9170251488685609 111.06040954589845 217.0847091674805 0.41377656161785131 1.3550000190734866 10.405000209808351 5.2500000000000009 0.73320329189300548 6.2500000000000009 -0.5053262710571288 10.500000000000002
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 4 -3 -4 5 7 -7 8 9 10 14 19 16 22 17 21 -11 25 -19 -12 -13 -9 -14 -8 -20 -1 -16 28 -28 -27
right_child=-2 2 3 -5 -6 6 23 15 -10 12 11 20 13 -15 26 -17 -18 18 24 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.0012670359886325195 -0.00351993039873431 -0.00095503527266086569 -0.0058271058504508182 0.0011488506478869401 -0.00022802930317747844 -0.0022128211212902407 0.00010141508506752973 0.010600977153924289 -0.0033517605166138694 4.4201674254316224e-05 0.0017131278641249071 -0.0050313374970223897 -0.0031609486447439755 -0.00023038667532848702 0.0022145192502308641 -0.0093951175060797629 0.0028914415319287404 0.0071854173558159734 -0.00025277797299002274 0.0081439135732942029 -0.0003844426812953394 0.0027382444808258374 -0.00070060319902956209 0.003206460951406052 0.0016054346546857388 -0.0029104036856596027 0.005787838280020322 0.0015113981958663613 0.016518360270034237 0.0043321419520504023
leaf_weight=13991 2203 51288 605 11849 288318 3651 5729 866 6279 676866 4988 2062 17840 50094 4024 290 6081 1203 28644 1383 81311 3114 11240 17622 19910 782 1666 972 706 10096
leaf_count=13991 2203 51288 605 11849 288318 3651 5729 866 6279 676866 4988 2062 17840 50094 4024 290 6081 1203 28644 1383 81311 3114 11240 17622 19910 782 1666 972 706 10096
internal_value=3.51432e-06 9.37932e-06 -0.000610187 0.000809967 4.07292e-05 0.000120498 0.00181491 7.2052e-05 5.64425e-05 7.93582e-05 0.000596345 -0.000243175 -3.71406e-05 -0.000957475 0.00151506 0.00350884 6.95537e-05 0.00124027 0.000670613 0.00310911 -0.000499371 0.00444908 -0.00220998 0.00244466 0.000509199 0.00238001 0.00430033 0.00681028 0.00898166 0.00381149
internal_weight=1.32567e+06 1.32347e+06 63742 12454 1.25973e+06 971410 27002 944408 940138 933859 171738 89744 762121 79174 81994 4270 682947 74626 49757 6371 83373 3980 29080 23351 48554 24869 7368 3344 2372 10878
internal_count=1325673 1323470 63742 12454 1259728 971410 27002 944408 940138 933859 171738 89744 762121 79174 81994 4270 682947 74626 49757 6371 83373 3980 29080 23351 48554 24869 7368 3344 2372 10878
cat_boundaries=0 1
cat_threshold=3843
is_linear=0
shrinkage=0.05


Tree=128
num_leaves=31
num_cat=2
split_feature=99 31 69 132 111 39 52 66 61 12 111 67 55 104 136 58 52 98 29 103 35 136 110 39 55 31 35 39 36 35
split_gain=10.1218 9.76013 19.9591 21.1643 21.4815 21.4276 20.5255 15.8003 14.363 14.2009 14.1946 13.6077 16.5792 12.9387 24.8209 31.3226 22.4502 22.2109 16.1417 15.0911 15.9628 29.2739 15.2929 16.0876 18.0684 12.8326 14.4917 13.068 12.5396 12.2734
threshold=0.10214221104979516 1011.3500061035157 250.38847351074222 1015.8500061035157 -0.45481765270233149 15.34999990463257 11.114999771118166 38.155000686645515 0.17210281640291217 2.9750000238418584 0.46732302010059362 6.4449999332427987 20.525000572204593 -0.9625180959701537 0 260.45729064941412 0.064999999478459372 -0.85233265161514271 1015.5499877929689 -0.030587245710194107 14.750000000000002 1 0.13747055828571322 15.650000095367433 1.3450000286102297 1005.9500122070314 15.050000190734865 13.150000095367433 12.34999990463257 16.050000190734867
decision_type=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 2 2
left_child=1 2 -1 6 9 8 7 -4 -6 -5 -9 -10 28 14 15 17 -16 -3 -17 20 -15 22 -22 -24 -25 27 -27 -12 -13 -8
right_child=-2 13 3 4 5 -7 29 10 11 -11 25 12 -14 19 16 18 -18 -19 -20 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00010546598179869107 -0.0023291174605784494 0.007671643274191068 -0.001556025831900361 -0.011555023156934498 0.022266211850746051 -0.0043295265557176969 0.00044535741798232059 0.00057046492555441742 -0.00082438364561844264 -0.00077478456941525544 -0.0065080779228851001 0.00086027896733224536 0.00049195554487839151 -0.0011908544802155814 0.0036371508852188678 0.0043723592354067758 0.00010348444876758284 0.0005704666626647056 -9.3625426001685563e-06 6.8780423338715566e-05 0.0097736768579595231 -0.00051172856587723627 -0.0016397084042899116 0.016136511624051286 0.0033129610224724862 -0.0060705517934375609 0.013804120285322472 -0.020383434185926513 0.005864641993949639 -0.0048404107260264393
leaf_weight=129690 4635 3660 49288 568 84 1657 18382 763 4404 661 360 1817 5552 49756 4708 2674 99252 1575 9823 903196 855 20803 1551 307 2610 1431 98 321 4024 1168
leaf_count=129690 4635 3660 49288 568 84 1657 18382 763 4404 661 360 1817 5552 49756 4708 2674 99252 1575 9823 903196 855 20803 1551 307 2610 1431 98 321 4024 1168
internal_value=3.33861e-06 1.15223e-05 -0.000292295 -0.000861812 0.000633247 0.00108105 -0.00125253 -0.00176955 0.00164559 -0.00575703 -0.00530941 0.00153594 0.00244833 7.23172e-05 0.000558551 0.00228703 0.000263487 0.00553519 0.0009282 1.18821e-05 -0.000665358 0.00033543 0.00364036 0.00247483 0.00466258 -0.00733943 -0.0047967 -0.0130484 0.0043079 0.000129563
internal_weight=1.32567e+06 1.32104e+06 220268 90578 18767 17538 71811 52261 15881 1229 2973 15797 11393 1.10077e+06 121692 17732 103960 5235 12497 979078 75882 26126 5323 4468 2917 2210 1529 681 5841 19550
internal_count=1325673 1321038 220268 90578 18767 17538 71811 52261 15881 1229 2973 15797 11393 1100770 121692 17732 103960 5235 12497 979078 75882 26126 5323 4468 2917 2210 1529 681 5841 19550
cat_boundaries=0 1 2
cat_threshold=5888 768
is_linear=0
shrinkage=0.05


Tree=129
num_leaves=31
num_cat=2
split_feature=88 52 56 60 123 0 76 127 4 21 39 55 86 39 4 103 136 96 12 8 122 28 136 52 134 131 17 39 67 90
split_gain=10.4162 20.93 11.0694 12.7377 9.42472 23.0953 28.6097 19.8471 27.7107 20.5738 18.9445 17.1047 14.8088 21.7661 16.9335 14.9461 14.2139 13.9315 17.4821 13.8335 13.4251 11.4449 10.7334 10.7229 11.9341 19.0793 15.2817 14.4911 13.6876 17.1659
threshold=0.020642740651965145 0.85500001907348644 111.71417617797853 0.31506322324275976 -0.3172925859689712 212.50000000000003 3.2849999666213994 -0.52247866988182057 3.7500000000000004 7.1449999809265146 12.050000190734865 16.304999351501468 0.84677353501319896 10.650000095367433 15.050000190734865 0.75439235568046581 0 -0.65048149228095997 3.2549999952316289 9.4499998092651385 0.44618082046508795 1.0000000180025095e-35 1 14.414999961853029 1017.8500061035157 308.50000000000006 13.344999790191652 15.750000000000002 1.8849999904632571 -0.55017024278640736
decision_type=2 2 2 2 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 2
left_child=4 -2 -3 -4 12 11 -7 8 -8 16 -9 23 -1 14 15 -14 -10 21 -19 -12 -13 -15 -22 24 25 -6 -27 28 -26 -30
right_child=1 2 3 -5 5 6 7 10 9 -11 19 20 13 17 -16 -17 -18 18 -20 -21 22 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=3.6704192674212447e-05 0.0014169802413999137 -0.0036788463753456937 0.00075504808886388156 -0.0016802367664226102 6.4333789505864367e-05 0.00015169970488562896 0.00069219864653403181 -0.00028100916468399943 0.0016563141882906082 0.0022975432640675812 0.0010500264011363458 -0.00041418733398521199 -0.0020430579099073652 0.033687271833419803 0.0067012400910401301 -0.0072182146247148707 0.0078632518476760612 -0.0021520756988780577 0.0021321415195571336 0.0034385024201828728 0.0010955540462245146 -0.00014596539349777046 -0.002753040051455255 0.0013281161632050697 -0.004698820101586421 -0.0027616534168836394 0.0021628133926752768 -0.0080214431506788562 0.0027543620203110287 0.012151145323375643
leaf_weight=580539 8429 4520 7435 19328 234354 127588 9517 21439 1197 5934 25096 43198 13421 25 508 1557 4332 17077 2767 7993 2127 141395 12172 16583 512 10029 1869 315 3861 556
leaf_count=580539 8429 4520 7435 19328 234354 127588 9517 21439 1197 5934 25096 43198 13421 25 508 1557 4332 17077 2767 7993 2127 141395 12172 16583 512 10029 1869 315 3861 556
internal_value=3.17148e-06 -0.000794382 -0.00139022 -0.00100369 2.78009e-05 0.000189806 0.000608228 0.00137964 0.0026865 0.00434223 0.000876813 -7.1208e-05 -8.52966e-05 -0.000486011 -0.00227653 -0.00258103 0.0065367 -0.000314069 -0.00155469 0.00162699 -0.000853756 -0.000139984 -0.00218171 9.66312e-05 1.54302e-05 -3.4832e-05 -0.00198809 0.00237568 0.00304014 0.0039372
internal_weight=1.32567e+06 39712 31283 26763 1.28596e+06 528672 203096 75508 20980 11463 54528 325576 757289 176750 15486 14978 5529 161264 19844 33089 57497 141420 14299 268079 251496 246252 11898 5244 4929 4417
internal_count=1325673 39712 31283 26763 1285961 528672 203096 75508 20980 11463 54528 325576 757289 176750 15486 14978 5529 161264 19844 33089 57497 141420 14299 268079 251496 246252 11898 5244 4929 4417
cat_boundaries=0 1 2
cat_threshold=6176 6240
is_linear=0
shrinkage=0.05


Tree=130
num_leaves=31
num_cat=4
split_feature=8 106 117 123 79 56 76 0 65 92 136 12 67 75 14 136 133 111 39 54 38 76 136 14 104 67 21 103 83 136
split_gain=11 19.8916 17.2053 15.3128 25.9458 27.8542 18.6554 16.2407 18.3234 17.5843 22.5898 16.7311 15.2463 15.0939 14.3407 14.4264 14.3116 31.9932 17.1995 16.3355 14.8722 12.533 12.1948 21.8395 13.1124 12.6895 12.5492 11.9621 11.8922 12.8454
threshold=10.650000095367433 -0.88483336567878712 0.95878320932388317 -0.3172925859689712 12.894999980926515 111.71417617797853 20.164999961853031 208.50000000000003 4.6949999332427987 -0.26110549271106714 0 1.4249999523162844 13.944999694824221 0.93890124559402477 1.794999957084656 1 1015.3500061035157 -0.39714199304580683 15.550000190734865 17.144999504089359 10.250000000000002 6.8650000095367441 2 1.075000047683716 -0.40579465031623835 1.9750000238418581 5.1949999332427987 -0.25420244038105005 323.17181396484381 3
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1
left_child=3 14 -3 4 28 -6 7 8 22 10 -9 12 -10 21 15 -2 20 -18 19 -19 -13 -7 23 24 -5 -25 -27 -21 29 -1
right_child=1 2 -4 6 5 13 -8 9 11 -11 -12 16 -14 -15 -16 -17 17 18 -20 27 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.00047428834593917315 0.0018089905323867663 9.532651161294598e-05 0.0037403256513731521 0.0062366558605095957 -0.0055201886691756425 0.0021814981676759652 0.001486811211614003 0.0034235984339965895 -0.0030283532599828886 0.00019918838764505667 0.00059857947938525525 0.0017293167658279378 0.0017426696025377589 -0.0071318467738272278 0.00086559223063336081 0.0064844405329411341 -0.0080219150759749374 0.004979461278023246 -0.005737505926347624 -0.036974081601060575 -0.00089970688945565248 -0.00092259927211350205 -3.9569631499006021e-05 -0.00047378239327153942 -0.00034660205843020398 0.0082992043054487784 0.0014294222084417951 0.00084672400644782468 -0.0022809092936944548 -0.00019322287114230757
leaf_weight=86308 4455 219279 3286 2960 3346 3394 24395 10288 11670 141370 22666 5829 1955 950 16318 2636 848 4145 650 21 69726 77614 141685 12838 1016 727 7766 4703 6228 436720
leaf_count=86308 4455 219279 3286 2960 3346 3394 24395 10288 11670 141370 22666 5829 1955 950 16318 2636 848 4145 650 21 69726 77614 141685 12838 1016 727 7766 4703 6228 436720
internal_value=-6.79367e-06 0.000294964 0.000149142 -7.55317e-05 -0.000239359 -0.00104858 0.000140868 6.63908e-05 -0.000179034 0.000441642 0.00148175 -0.000715975 -0.00234378 -0.000866027 0.00168139 0.00355873 -0.000457848 0.00128423 0.00211327 0.00268864 -0.00069688 -0.000792547 0.000141046 0.00115181 0.00455441 0.000518119 0.00201747 0.000678596 -0.00010893 -8.30675e-05
internal_weight=1.32579e+06 245974 222565 1.07982e+06 614560 85304 465258 440863 266539 174324 32954 99547 13625 81958 23409 7091 85922 10367 9519 8869 75555 81008 166992 25307 3976 21331 8493 4724 529256 523028
internal_count=1325792 245974 222565 1079818 614560 85304 465258 440863 266539 174324 32954 99547 13625 81958 23409 7091 85922 10367 9519 8869 75555 81008 166992 25307 3976 21331 8493 4724 529256 523028
cat_boundaries=0 1 2 3 4
cat_threshold=7938 6724 513 1280
is_linear=0
shrinkage=0.05


Tree=131
num_leaves=31
num_cat=0
split_feature=54 16 116 93 67 111 92 60 52 95 52 55 124 115 55 19 19 111 8 52 21 39 34 98 132 106 10 3 67 30
split_gain=10.4452 17.5478 23.1395 36.5434 18.3846 18.0644 17.2509 33.3368 29.5914 30.8628 23.6367 22.5219 19.3655 16.8675 16.8522 16.7482 18.2533 17.6767 15.515 14.8236 14.6552 27.9593 20.1096 17.6233 18.258 20.6691 17.2499 16.103 14.7695 14.1596
threshold=3.1650000810623173 13.344999790191652 0.026175950653851036 -0.38102746009826655 7.2449998855590829 0.17280842363834384 -0.26110549271106714 0.30329014360904699 4.4949998855590829 -0.48842075467109675 1.3049999475479128 1.1449999809265139 0.56638467311859142 -0.74892720580101002 3.2050000429153447 10.405000209808351 14.039999961853029 -0.74584868550300587 15.250000000000002 0.10500000044703485 7.5250000953674325 11.650000095367433 12.050000190734865 -0.87312260270118702 1016.7500000000001 -0.82487893104553212 1.0000000180025095e-35 1.0000000180025095e-35 61.114999771118171 1025.850036621094
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 5 -2 7 10 9 11 12 19 -1 -5 -10 17 29 -9 -19 -8 21 -6 -22 -24 25 28 -23 -28 -25 -17
right_child=1 2 3 13 20 -7 8 15 14 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 22 26 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0015846169185863735 0.00040568325844386087 -0.00057106112891219829 0.005935379576034394 0.00016877389851419853 -0.0012573600086610926 -0.001615592540026474 0.0030811129584214824 0.0044007823696130934 0.0042179476111203614 1.5837996365002393e-05 0.00052343385481425303 -0.0030513823180705452 0.0048003441994265298 0.0018210322256957485 0.00050924012472515219 0.001528279607010752 -0.00085719931032037172 -0.00047249005729629515 0.0061402456868618303 -0.0010496615004502508 0.0002421287964277734 0.003636979291341077 -0.00044244060204222938 -0.0038741918770272806 0.0047642111813578506 -0.0012939362658986823 -0.0017146433100236622 0.00086001774997808064 -0.012996492051327593 0.012846431256009861
leaf_weight=9662 13956 68849 3107 94524 22640 53156 2736 1976 6347 711876 15933 14441 9083 18464 5920 28952 9800 72473 898 10533 35643 4915 27922 9276 885 13613 6902 50565 466 279
leaf_count=9662 13956 68849 3107 94524 22640 53156 2736 1976 6347 711876 15933 14441 9083 18464 5920 28952 9800 72473 898 10533 35643 4915 27922 9276 885 13613 6902 50565 466 279
internal_value=-6.44925e-06 -0.000210809 0.000155187 0.000585882 -0.000492918 -0.00119527 8.99302e-05 0.000581321 -7.48879e-06 -4.78869e-05 0.00193933 -0.00168499 0.00314282 0.000438779 0.00242814 0.000169591 0.00101023 -0.000265875 -0.000391556 -0.000197917 -0.000220183 0.000247718 -0.000673254 -0.00129875 -0.00228512 -0.00255225 0.000793948 0.000550791 -0.00431055 0.00163631
internal_weight=1.32579e+06 424883 184944 116095 239939 67112 900909 149056 751853 739586 34678 27710 18745 112988 12267 114378 39031 75347 73371 13269 172827 85022 87805 52162 24240 23355 62382 57467 9742 29231
internal_count=1325792 424883 184944 116095 239939 67112 900909 149056 751853 739586 34678 27710 18745 112988 12267 114378 39031 75347 73371 13269 172827 85022 87805 52162 24240 23355 62382 57467 9742 29231
is_linear=0
shrinkage=0.05


Tree=132
num_leaves=31
num_cat=0
split_feature=37 13 8 116 106 79 76 79 123 92 106 15 39 84 28 87 23 55 92 128 39 22 0 103 92 54 86 23 82 29
split_gain=9.92429 11.7136 10.2864 19.9173 18.5483 13.8528 21.4904 20.9913 18.9546 24.6683 15.3518 13.6126 13.1687 13.0907 13.9203 12.7657 11.883 11.8136 11.6064 11.441 12.2501 11.6231 11.4271 13.4352 12.6888 15.1746 13.9149 12.7612 13.0291 11.788
threshold=7.2500000000000009 3.7849999666213994 10.650000095367433 0.97233289480209362 -0.88483336567878712 9.7049999237060565 10.965000152587892 0.81499999761581432 -0.41467745602130884 0.92731046676635753 -0.79187697172164906 1.7050000429153445 12.050000190734865 0.81241038441658031 1.0000000180025095e-35 0.92653739452362072 7.9649999141693124 6.8750000000000009 -0.56519681215286244 221.50000000000003 16.44999980926514 5.1949999332427987 170.50000000000003 0.57756823301315319 -0.2853140383958816 1.1050000190734866 0.84930312633514415 4.0250000953674325 311.60963439941412 1018.3500061035157
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 -1 5 4 11 6 -2 -8 9 13 -10 -4 -12 18 -15 -5 19 -11 -7 21 -21 -14 23 -6 25 27 -27 -24 -29 -28
right_child=2 -3 3 15 22 8 7 -9 10 17 12 -13 16 14 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 26 29 28 -30 -31
leaf_value=-0.0048717412789829042 -2.5788836589690312e-05 -0.041970061951062898 0.0033830002596151442 0.0052101624286901311 -0.0018264050788677157 0.0029810077502954368 -0.0022721911249790612 0.0018710777554256253 -0.00064025475786456368 -0.0063875807356477271 -0.00036676027240212087 0.00077366978017812137 -0.0030022088877630303 0.040665828790515668 -0.0010530707049447045 -0.018720058652392606 -0.00077733308622803085 -0.00046011783862270862 -0.000164538631149895 -0.00028596604906118141 -0.011882430995208951 0.0021024041298276955 0.039641739606857303 9.5525456589895156e-05 0.0001124087262376116 0.0032647104999370437 0.00041446669071524108 0.0012932369039758088 0.0067542218417522507 -0.0047002503256646207
leaf_weight=648 833415 22 7240 2502 15427 3472 3480 25149 47685 2941 24016 16143 1164 20 80975 57 6755 1177 18874 3625 243 26577 25 22147 160792 4091 11487 2363 2031 1249
leaf_count=648 833415 22 7240 2502 15427 3472 3480 25149 47685 2941 24016 16143 1164 20 80975 57 6755 1177 18874 3625 243 26577 25 22147 160792 4091 11487 2363 2031 1249
internal_value=-6.12679e-06 -0.0060899 -3.05075e-06 0.000289045 0.000242834 -6.94897e-05 2.04812e-05 0.00136744 -0.000426043 -0.000898407 3.51376e-05 0.00158159 0.000551426 -0.000747182 -0.00104277 0.00467713 0.00112621 -0.0046934 0.000324199 0.00153301 -0.00101449 0.00188822 0.000100291 -0.000693574 0.000264151 0.00141255 0.000727777 0.00402009 0.00381742 -8.71258e-05
internal_weight=1.32579e+06 670 1.32512e+06 245554 242995 1.07957e+06 862044 28629 217524 107459 110065 23383 62380 103341 80995 2559 38364 4118 22346 31609 3868 27741 219612 37574 182038 21246 16827 4419 4394 12736
internal_count=1325792 670 1325122 245554 242995 1079568 862044 28629 217524 107459 110065 23383 62380 103341 80995 2559 38364 4118 22346 31609 3868 27741 219612 37574 182038 21246 16827 4419 4394 12736
is_linear=0
shrinkage=0.05


Tree=133
num_leaves=31
num_cat=1
split_feature=28 92 54 16 24 55 136 16 32 39 29 43 21 67 83 61 69 68 35 53 92 124 126 68 29 32 4 113 38 124
split_gain=9.53464 13.2652 11.6901 19.5737 26.1556 26.6823 20.2668 17.7007 17.259 23.9242 18.4816 19.8135 18.199 20.1649 19.8382 18.2045 17.6624 17.1538 17.041 15.9752 15.5973 18.0208 15.088 14.6759 17.5945 19.4781 16.404 14.8723 14.1061 16.9983
threshold=1026.4500122070315 -0.33370478451251978 2.0049999952316289 13.344999790191652 207.50000000000003 11.984999656677248 0 15.405000209808351 10.550000190734865 11.150000095367433 1017.9500122070314 3.3500000238418584 8.1250000000000018 7.2449998855590829 283.13641357421881 0.8320213556289674 299.48002624511724 305.68112182617193 12.650000095367433 4.8650000095367441 -0.2853140383958816 0.87878364324569713 -0.30069434642791742 288.71899414062506 1013.2500000000001 19.44999980926514 12.250000000000002 -0.89490029215812672 12.449999809265138 0.87878364324569713
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=2 -2 23 8 7 6 -6 -5 10 17 -4 -12 13 14 -11 16 -14 -10 -9 20 -16 -22 -18 -1 25 27 28 -25 -26 -30
right_child=1 -3 3 4 5 -7 -8 18 9 12 11 -13 15 -15 19 -17 22 -19 -20 -21 21 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=2.0592628888971591e-05 0.0068727025512529466 0.00071128371802372181 0.0014569897673737621 -5.5184433701750801e-05 0.0021070016054868727 -9.4739296859906993e-05 0.00034610296380387578 0.00064832236597217195 -0.0014125325937279834 0.00042510956101015967 -0.00027030713132093276 -0.0072972276764143923 -0.0010196042161344236 0.00017556112566235026 -0.00014436578904229985 0.00065861257125227025 -0.0062394026044262311 -0.0048803372723593107 -0.0031912584224855233 -0.0025921147226154093 -0.0030286469478007822 0.0019408276687656271 -0.0023469085086281522 0.0032346991499220233 0.00016689282096518434 0.014225160456650579 0.0045427922419585464 -0.00083636364699883788 0.00112475815196406 0.0041461732973597327
leaf_weight=724970 903 26791 22217 20173 32581 92805 32799 3786 12247 21780 18402 1061 25748 107966 28525 9194 3186 5031 12208 17811 11154 2181 11388 2477 24916 228 3527 23785 19873 6079
leaf_count=724970 903 26791 22217 20173 32581 92805 32799 3786 12247 21780 18402 1061 25748 107966 28525 9194 3186 5031 12208 17811 11154 2181 11388 2477 24916 228 3527 23785 19873 6079
internal_value=-5.82045e-06 0.000912185 -2.54054e-05 -0.000217389 0.000172958 0.00045031 0.00122399 -0.00104011 -0.000472062 -0.000625564 0.000471531 -0.000653371 -0.000495637 -0.000272527 -0.000866483 -0.00134912 -0.00180691 -0.00242229 -0.00228238 -0.00133792 -0.000804267 -0.00221587 -0.00319784 9.18645e-05 0.000730672 -0.000326056 0.00124529 -0.000452386 0.00101666 0.00183249
internal_weight=1.32579e+06 27694 1.2981e+06 492243 194352 158185 65380 36167 297891 256211 41680 19463 238933 189417 81451 49516 40322 17278 15994 59671 41860 13335 14574 805855 80885 26490 54395 26262 50868 25952
internal_count=1325792 27694 1298098 492243 194352 158185 65380 36167 297891 256211 41680 19463 238933 189417 81451 49516 40322 17278 15994 59671 41860 13335 14574 805855 80885 26490 54395 26262 50868 25952
cat_boundaries=0 1
cat_threshold=1795
is_linear=0
shrinkage=0.05


Tree=134
num_leaves=31
num_cat=2
split_feature=37 13 104 35 70 136 76 7 78 52 92 110 39 32 33 136 60 12 76 98 106 124 73 37 1 63 106 38 26 37
split_gain=9.07863 10.5746 8.88154 14.6287 11.4432 9.60949 9.27455 17.9976 15.9027 14.7714 18.1667 15.7575 18.9357 15.9614 17.9426 16.4034 13.3281 15.5308 13.2898 12.8613 15.2437 14.1237 14.0446 12.5561 12.4315 11.524 11.1577 11.0487 10.7326 10.6903
threshold=7.2500000000000009 3.7849999666213994 1.0000000180025095e-35 17.349999427795414 318.13792419433599 0 25.304999351501468 6.6499998569488534 15.934999942779543 1.0950000286102297 -0.33370478451251978 0.43301372230052954 10.449999809265138 11.150000095367433 5.4500000476837167 1 0.40924187004566198 3.5049999952316289 19.494999885559086 -0.6465637981891631 -0.53217080235481251 0.90992662310600292 0.5073213279247285 11.650000095367433 318.50000000000006 0.64333757758140575 -0.64071789383888234 12.550000190734865 338.50000000000006 12.84999990463257
decision_type=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 2 2 2 2
left_child=1 -1 6 4 5 -4 8 -8 18 10 28 -11 -13 14 25 16 17 -15 -2 20 21 22 -10 -16 -19 -14 -21 -24 -9 -18
right_child=2 -3 3 -5 -6 -7 7 9 19 11 -12 12 13 15 23 -17 29 24 -20 26 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0046669075116773954 1.4067277326065723e-05 -0.039915420284325431 0.00088434549147024431 -0.010853889069566032 0.0049831233391764594 -0.0024559173776218983 0.0021112087247151779 0.0045803763598369195 -0.0029926944320758748 0.0014521592780437113 0.00065663926046979904 -0.0033759095243356217 -0.010034934134730396 -0.0038014113093508099 0.00098128798712543842 0.0010917936064554646 -0.0022048055670312425 -0.0041994323128607697 0.001751025836832355 -0.0043020397148786369 0.0015129185094351052 0.00092037435789242995 -0.0013363445222714871 0.0051549835250167507 0.012482303738229032 0.0011302182035187111 -0.0011188107399644593 -2.7023629810285998e-05 0.017216566833150055 0.00081902374701023394
leaf_weight=648 1116769 22 3045 394 734 7329 14732 2529 7129 11818 7666 5409 508 7139 5418 8044 5316 189 11122 3933 9357 12734 30922 2700 273 424 9174 33642 180 6493
leaf_count=648 1116769 22 3045 394 734 7329 14732 2529 7129 11818 7666 5409 508 7139 5418 8044 5316 189 11122 3933 9357 12734 30922 2700 273 424 9174 33642 180 6493
internal_value=-5.5285e-06 -0.00582432 -2.58644e-06 -0.00138594 -0.00105012 -0.00147699 9.52617e-06 0.000535312 -2.4044e-05 0.00017316 0.00190039 -0.000160354 -0.000615026 -0.00020593 0.00161509 -0.000806215 -0.00159254 -0.00322646 3.11952e-05 -0.000606917 -0.000401882 -0.000614098 -0.000886649 0.00236944 0.00565796 -0.00495551 -0.002074 -0.000654104 0.00541999 -0.000542199
internal_weight=1.32579e+06 670 1.32512e+06 11502 11108 10374 1.31362e+06 78838 1.23478e+06 64106 10375 53731 41913 36504 9050 27454 19410 7601 1.12789e+06 106891 93784 84427 71693 8118 462 932 13107 64564 2709 11809
internal_count=1325792 670 1325122 11502 11108 10374 1313620 78838 1234782 64106 10375 53731 41913 36504 9050 27454 19410 7601 1127891 106891 93784 84427 71693 8118 462 932 13107 64564 2709 11809
cat_boundaries=0 1 2
cat_threshold=1125 4933
is_linear=0
shrinkage=0.05


Tree=135
num_leaves=31
num_cat=5
split_feature=76 104 35 70 38 75 136 4 81 8 109 0 136 93 53 136 55 136 110 14 37 41 103 54 32 111 100 136 17 21
split_gain=11.2518 11.9317 11.2968 10.5429 11.0174 12.0436 11.7234 11.5589 10.3374 9.7716 15.7499 22.9247 35.4997 18.682 13.2641 13.2536 13.9197 11.8814 26.4202 21.261 16.7789 15.0691 14.7537 14.1306 18.8972 11.7687 12.2359 12.7518 12.3309 16.3646
threshold=49.710000991821296 1.0000000180025095e-35 17.349999427795414 319.62812805175787 9.5500001907348651 0.89506492018699657 0 9.3499999046325701 328.61145019531256 4.4500000476837167 0.32150779664516455 153.50000000000003 1 -0.23445159941911695 0.064999999478459372 2 1.8450000286102297 3 0.75511658191680919 1.325000047683716 20.050000190734867 8.9499998092651385 -0.015149396378546951 0.41499999165534979 11.750000000000002 0.6313689947128297 0.46172718703746801 4 14.039999961853029 7.5650000572204599
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 1 2 1 2 2 2 2 2 2 2 2 2 1 2 2
left_child=1 3 -3 9 5 -5 7 -6 -8 25 11 15 13 -13 -14 16 -11 18 19 20 23 -21 -19 -12 -25 26 27 -1 29 -28
right_child=-2 2 -4 4 6 -7 8 -9 -10 10 17 12 14 -15 -16 -17 -18 22 -20 21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.00045147314372607453 0.0017001730517795519 -0.0013641626286777138 -0.01009186156366214 -0.0033866617435796345 -0.00044038810076606243 -0.017980365315808974 -0.0024497051790557155 0.0025251263573715407 0.00079723803847291477 0.0065713872591043991 0.01217493559562343 0.0067446629810374685 0.0032056125588106571 0.0023652951408234426 0.0005020701812747879 -0.0012092307505115339 0.00036783595806225741 -0.0012818030167287236 1.7492134480682857e-05 0.0011113633578674939 0.015010022541079424 -0.0018395319031423677 -3.1609071466461033e-05 -0.0025193522343380402 0.0036609432689004903 5.4607546077945152e-05 -0.00045648730957362807 -0.00058515237152559298 0.00071740960619575626 -0.0027086192383992112
leaf_weight=43995 9793 10026 385 1608 17719 155 11139 4034 3143 1007 404 3285 4815 9414 78529 21716 8862 24917 166002 46042 302 4775 445984 1490 7280 269869 15167 91048 6597 17228
leaf_count=43995 9793 10026 385 1608 17719 155 11139 4034 3143 1007 404 3285 4815 9414 78529 21716 8862 24917 166002 46042 302 4775 445984 1490 7280 269869 15167 91048 6597 17228
internal_value=1.16196e-05 -9.36763e-07 -0.00168691 1.24979e-05 -0.00081039 -0.00466972 -0.000621574 0.000109503 -0.00173395 3.70134e-05 0.00013881 0.00064947 0.00103376 0.00349541 0.000658182 -0.000519063 0.000999813 4.53288e-05 0.000343072 0.00123953 0.00341384 0.000834084 -9.77591e-05 0.0030321 0.00261093 -0.000152136 -0.000472725 -0.000247445 -0.00125295 -0.00165419
internal_weight=1.32673e+06 1.31694e+06 10411 1.30653e+06 37798 1763 36035 21753 14282 1.26873e+06 824824 127628 96043 12699 83344 31585 9869 697196 226295 60293 9476 50817 470901 9174 8770 443904 174035 135043 38992 32395
internal_count=1326730 1316937 10411 1306526 37798 1763 36035 21753 14282 1268728 824824 127628 96043 12699 83344 31585 9869 697196 226295 60293 9476 50817 470901 9174 8770 443904 174035 135043 38992 32395
cat_boundaries=0 1 2 3 4 5
cat_threshold=1175 1792 325 1424 4867
is_linear=0
shrinkage=0.05


Tree=136
num_leaves=31
num_cat=3
split_feature=4 81 93 71 39 75 136 39 101 107 67 42 8 104 34 123 124 94 136 8 127 35 136 107 90 65 80 127 32 10
split_gain=8.84895 15.5416 14.8303 9.08896 10.8896 12.4614 12.0048 14.3619 18.9164 12.8301 14.7204 12.0819 11.8716 10.8114 9.81475 9.07921 14.9343 29.8967 20.7987 13.9438 12.6072 13.0598 12.3794 15.5765 15.6755 12.9111 12.2956 25.774 19.2249 25.0738
threshold=13.550000190734865 234.70426940917972 -0.25795076787471766 318.56846618652349 9.1500000953674334 0.87638330459594738 0 12.34999990463257 0.75043109059333812 -0.53151896595954884 12.654999732971193 9.6500000953674334 11.650000095367433 1.0000000180025095e-35 17.44999980926514 -0.33379416167736048 0.1650413200259209 -0.36107067763805384 1 5.6499998569488534 -0.43049471080303187 12.949999809265138 2 -0.72873726487159718 -1.0000000180025095e-35 0.88499999046325695 284.20204162597662 -0.60873827338218678 13.150000095367433 10.84999990463257
decision_type=2 2 2 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
left_child=3 -2 -3 13 5 -5 7 8 11 -9 -11 -6 -8 15 -15 22 26 18 -18 -20 21 -21 23 24 25 -1 -17 -28 -29 -30
right_child=1 2 -4 4 6 -7 12 9 -10 10 -12 -13 -14 14 -16 16 17 -19 19 20 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0020267074410341406 -0.00018838643716527771 0.0075839524876528232 0.0017716906352833598 -0.0033662208167842137 -0.001510791977465255 -0.018115771140790347 -0.00035626832222976433 -0.0017570321767209273 -0.0076618694892012038 -0.00098756596305715804 0.0056937017238635756 0.021258310614842534 0.0026311919879366281 -0.0013152943271010069 -0.0093526827671464863 0.00018039406181543467 0.0041877546958403455 0.00028565779200299317 0.00011354509851007142 0.010930138755121116 0.0018204212689343854 0.0016940921118193783 0.00011551470383083097 1.3498995553029197e-06 -0.0023086353852175656 -0.0003643863256801073 -0.0026667161183458223 0.00069910729450977423 -0.00055200109357401029 -0.0052983180762839165
leaf_weight=12838 11264 1280 7697 1084 2011 165 21986 9198 2008 1943 1432 60 3918 9302 396 218236 8071 174414 12057 869 6150 684 387718 197276 13308 129588 12030 34766 42001 2980
leaf_count=12838 11264 1280 7697 1084 2011 165 21986 9198 2008 1943 1432 60 3918 9302 396 218236 8071 174414 12057 869 6150 684 387718 197276 13308 129588 12030 34766 42001 2980
internal_value=1.10382e-05 0.00104847 0.00260044 -5.0345e-06 -0.000713078 -0.00531472 -0.000578022 -0.00162492 -0.00420391 -0.000789521 0.00184727 -0.000851137 9.55505e-05 1.95289e-05 -0.00164349 3.24005e-05 0.000194248 0.000528496 0.00205034 0.00117459 0.0028369 0.00686223 -7.95268e-05 -0.00029374 -0.000667563 -0.000514225 -2.38072e-05 -0.000509376 -0.000183937 -0.000866446
internal_weight=1.32673e+06 20241 8977 1.30649e+06 43805 1249 42556 16652 4079 12573 3375 2071 25904 1.26268e+06 9698 1.25299e+06 512258 202245 27831 19760 7703 1553 740728 353010 155734 142426 310013 91777 79747 44981
internal_count=1326730 20241 8977 1306489 43805 1249 42556 16652 4079 12573 3375 2071 25904 1262684 9698 1252986 512258 202245 27831 19760 7703 1553 740728 353010 155734 142426 310013 91777 79747 44981
cat_boundaries=0 1 2 3
cat_threshold=4960 3842 737
is_linear=0
shrinkage=0.05


Tree=137
num_leaves=31
num_cat=1
split_feature=76 104 39 66 67 14 39 21 60 104 136 43 55 52 56 28 119 56 60 76 31 52 59 12 14 39 134 94 17 29
split_gain=9.65641 9.82055 9.51497 9.47975 20.7676 17.5636 17.8915 17.8743 16.6083 14.4056 13.6711 13.4112 13.1331 30.2627 18.82 15.5389 28.1422 13.5865 29.6222 19.6304 14.7033 15.9787 14.2722 13.435 16.3129 14.375 23.4414 16.29 15.6988 13.9758
threshold=49.710000991821296 1.0000000180025095e-35 17.150000572204593 29.664999961853031 15.805000305175783 1.9650000333786013 11.84999990463257 6.7249999046325692 0.74623346328735363 -0.75308835506439198 0 10.150000095367433 4.2550001144409189 6.4649999141693124 242.85728454589847 1021.0499877929689 -0.95368063449859608 254.86667633056643 0.42945761978626257 19.704999923706058 1011.5499877929689 0.10500000044703485 228.12005615234378 2.7549999952316289 1.4950000047683718 14.84999990463257 1016.7500000000001 -0.86094522476196278 14.039999961853029 1013.0499877929689
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 3 -3 4 12 10 -7 -8 9 -5 -6 -12 13 17 -15 23 -17 19 20 -1 -19 -22 -23 24 -14 28 27 -27 29 -26
right_child=-2 2 -4 8 5 6 7 -9 -10 -11 11 -13 15 14 -16 16 -18 18 -20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=4.3241200518799307e-05 0.0015747562095632097 -0.0012016730695368152 -0.0084747194210680367 -0.0019388973830231982 0.00044290841769651545 -0.00070845337415477243 0.0025407780653241697 0.00041076791095661242 0.0001959154034812497 -0.00012641625379596923 0.0032052293751331923 -0.0039479483495597377 -5.4333993057551741e-05 -0.0013246483361827022 0.0027417235155332486 0.012336936903650489 0.00047172889659153445 -0.0034346715616262466 0.00054338579194602836 0.0016716792155138591 0.0033687599053563418 -0.0024420551874528526 -0.00053005669900549552 0.00098728511534720734 -0.00048340798071936367 -0.0021795884936247241 -0.012289979367488926 0.00055838030644949157 -0.00045738667083567315 -0.0026790505501365571
leaf_weight=790950 9793 9940 471 25700 9808 26889 12321 49097 44757 19118 13768 688 56354 3465 15913 509 27481 7178 35271 18950 2002 15041 27799 12455 9501 7120 399 22922 20512 30558
leaf_count=790950 9793 9940 471 25700 9808 26889 12321 49097 44757 19118 13768 688 56354 3465 15913 509 27481 7178 35271 18950 2002 15041 27799 12455 9501 7120 399 22922 20512 30558
internal_value=1.04879e-05 -1.14433e-06 -0.00153071 1.1044e-05 4.75838e-05 0.000694537 0.00036716 0.000838067 -0.00048538 -0.00116575 0.001886 0.00286281 -1.8361e-05 5.96889e-05 0.00201461 -0.000399266 0.000687498 1.74655e-05 -0.000575203 8.13433e-05 -0.00133364 -0.000997318 -0.00120135 -0.000589595 -0.000722869 -0.00113682 -0.000250425 -9.05225e-05 -0.0015823 -0.0021583
internal_weight=1.32673e+06 1.31694e+06 10411 1.30653e+06 1.21695e+06 112571 88307 61418 89575 44818 24264 14456 1.10438e+06 916569 19378 187811 27990 897191 87291 809900 52020 44842 42840 159821 147366 91012 30441 30042 60571 40059
internal_count=1326730 1316937 10411 1306526 1216951 112571 88307 61418 89575 44818 24264 14456 1104380 916569 19378 187811 27990 897191 87291 809900 52020 44842 42840 159821 147366 91012 30441 30042 60571 40059
cat_boundaries=0 1
cat_threshold=2241
is_linear=0
shrinkage=0.05


Tree=138
num_leaves=31
num_cat=5
split_feature=76 104 70 136 36 12 136 95 40 11 82 36 28 36 109 89 53 92 12 136 17 34 136 53 96 93 71 136 39 21
split_gain=8.71491 8.86305 9.21763 12.7803 14.3413 12.9679 11.9624 13.5595 11.6118 10.0816 11.6037 11.2105 11.188 10.9315 14.368 8.83808 12.6036 12.7906 10.9535 9.1621 8.91937 8.8005 9.27748 8.72308 11.1691 8.57188 8.24283 18.3859 17.6416 17.2587
threshold=49.710000991821296 1.0000000180025095e-35 316.82260131835943 0 9.6500000953674334 3.1550000905990605 1 0.57171982526779186 8.5500001907348651 5.5499999523162851 294.49668884277349 16.650000572204593 1020.3500061035157 18.349999427795414 0.77416318655014049 1.0000000180025095e-35 4.6150000095367441 -0.2853140383958816 1.5049999952316286 2 10.405000209808351 17.44999980926514 3 1.8550000190734866 -0.65048149228095997 0.1094951666891575 290.69009399414068 4 9.0500001907348651 7.3849999904632577
decision_type=2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 1 2 2
left_child=1 2 15 -4 6 8 7 -5 9 11 -11 -6 -13 23 -15 26 17 18 -17 -19 -18 22 -3 -12 -25 -21 -1 28 -28 -29
right_child=-2 21 3 4 5 -7 -8 -9 -10 10 13 12 -14 14 -16 16 20 19 -20 25 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-7.3856239584533743e-06 0.0014960184008243002 0.00074964221227943688 -0.0028272416974251483 -0.0065651473460533877 0.0013003546988142028 0.0019433070321099252 -0.0028397905548534245 -0.031646091730138402 -0.0036612945751428546 0.0056741323635046475 0.00010701223540443252 -0.0029980124038440554 -0.028220144867056818 -0.0017564648503906152 0.011830235273647374 -0.00047157930206774123 -0.0048152699804525625 -0.004764916832094253 0.001900041130408342 0.00062883083917583357 -0.0012686245015769981 -0.0086891773799213142 -0.0023726093798842147 -0.0007600392957449717 -0.0036075375067375344 -0.0039687417011981599 -0.010686559483800283 0.00080930176961157858 -0.00088943452871135587 -4.4447231644665299e-05
leaf_weight=956322 9793 3885 5901 161 11791 6341 2327 81 2697 653 7215 995 46 408 372 13914 2736 2211 7489 3141 5035 404 6122 7691 6236 1497 470 134525 20559 105712
leaf_count=956322 9793 3885 5901 161 11791 6341 2327 81 2697 653 7215 995 46 408 372 13914 2736 2211 7489 3141 5035 404 6122 7691 6236 1497 470 134525 20559 105712
internal_value=9.96365e-06 -1.08695e-06 1.04919e-05 -0.000635925 -0.000360202 -0.000150326 -0.00399257 -0.0143664 -0.000498733 -0.000257837 -0.000893934 0.000861232 -0.00411254 -0.00108958 0.00472335 3.77772e-05 -0.000734064 -0.000243561 0.000358261 -0.00212424 -0.00251732 -0.00145417 -0.00116208 -0.00130404 -0.00203504 -0.000853281 6.06125e-05 0.000309509 -0.00110787 0.000433607
internal_weight=1.32673e+06 1.31694e+06 1.30653e+06 52915 47014 44445 2569 242 38104 35407 22575 12832 1041 21922 780 1.25361e+06 36023 28252 21403 6849 7771 10411 10007 21142 13927 4638 1.21759e+06 261266 21029 240237
internal_count=1326730 1316937 1306526 52915 47014 44445 2569 242 38104 35407 22575 12832 1041 21922 780 1253611 36023 28252 21403 6849 7771 10411 10007 21142 13927 4638 1217588 261266 21029 240237
cat_boundaries=0 1 2 3 4 5
cat_threshold=4704 4 4641 1141 96
is_linear=0
shrinkage=0.05


Tree=139
num_leaves=31
num_cat=2
split_feature=30 92 81 33 8 105 80 66 52 39 17 25 55 136 135 21 36 32 136 31 7 12 92 60 17 52 85 80 17 39
split_gain=8.30198 13.8895 8.4476 9.57301 8.01264 18.2835 14.4663 21.0821 22.4876 22.5817 20.9191 33.775 32.2006 20.6146 18.7575 19.3751 22.528 21.0957 21.3846 17.2832 15.7524 14.3335 17.7497 16.5937 16.3747 14.9628 14.145 14.0765 13.766 14.6979
threshold=1026.7500000000002 -0.33370478451251978 287.67958068847662 8.8499999046325701 10.050000190734865 -0.88505297899246205 285.77421569824224 1.1549999713897707 0.38499999046325689 12.650000095367433 14.039999961853029 241.50000000000003 4.2550001144409189 0 1017.0499877929689 7.4249999523162851 12.050000190734865 10.150000095367433 1 1009.3500061035157 0.55000001192092907 2.435000061988831 -0.30901470780372614 0.28855291008949285 11.775000095367433 1.0649999976158144 0.70381206274032604 334.80345153808599 10.405000209808351 14.949999809265138
decision_type=2 2 2 2 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
left_child=4 -2 -3 -4 6 -6 -1 -8 9 -9 14 -12 -13 -11 15 16 20 -17 26 -18 -10 22 25 -24 -25 -21 -19 -7 -27 -30
right_child=1 2 3 -5 5 27 7 8 10 13 11 12 -14 -15 -16 17 19 18 -20 21 -22 -23 23 24 -26 28 -28 -29 29 -31
leaf_value=5.7036645724576146e-05 0.0077978896279525412 1.9049456891330142e-05 -0.001535759854506844 0.0027998964086060627 0.0015550280818486478 4.4271129878455088e-05 -0.0016611014861543337 0.00032290992232011429 0.0032735786485092663 0.012411285193417077 -0.0010103597555106726 0.0050252768776216598 0.00083664285744451585 0.0027364452622576064 0.0024391517093810371 0.0011300356085225524 -0.0020368983817648126 -0.004789189004612341 -0.0019245356381392522 0.0030160243550068785 -0.0015321903906661575 0.0023347156407321976 -0.0033131459400206234 0.00060652159207522744 -0.0017873069548179018 -0.00010342225972515375 0.0005667315095051784 0.0022927439175871173 0.00014915163512022216 0.0034880753546790975
leaf_weight=688366 713 15377 1565 6827 23746 253947 27892 3491 1793 929 23310 5259 35982 1378 5278 8757 8397 1343 56892 6254 34800 8148 5253 19458 11288 34926 15017 7157 6696 6491
leaf_count=688366 713 15377 1565 6827 23746 253947 27892 3491 1793 929 23310 5259 35982 1378 5278 8757 8397 1343 56892 6254 34800 8148 5253 19458 11288 34926 15017 7157 6696 6491
internal_value=9.46092e-06 0.000921667 0.0007154 0.00199135 -7.68837e-06 0.000226707 -7.3314e-05 -0.00034602 -0.000224215 0.00285955 -0.000284754 0.000510922 0.00137077 0.00669804 -0.0005073 -0.00057626 -0.000225908 -0.00118933 -0.0014666 0.000140603 -0.00129672 0.000326205 0.000145105 -0.000716058 -0.000272342 0.000715322 0.000126984 0.000105903 0.000416264 0.00179266
internal_weight=1.32673e+06 24482 23769 8392 1.30225e+06 284850 1.0174e+06 329032 301140 5798 295342 64551 41241 2307 230791 225513 143504 82009 73252 106911 36593 98514 90366 35999 30746 54367 16360 261104 48113 13187
internal_count=1326730 24482 23769 8392 1302248 284850 1017398 329032 301140 5798 295342 64551 41241 2307 230791 225513 143504 82009 73252 106911 36593 98514 90366 35999 30746 54367 16360 261104 48113 13187
cat_boundaries=0 1 2
cat_threshold=1430 7184
is_linear=0
shrinkage=0.05


Tree=140
num_leaves=31
num_cat=0
split_feature=36 73 21 124 4 71 14 70 39 86 57 89 92 8 66 67 36 20 12 117 83 52 15 30 27 55 52 17 113 28
split_gain=8.53081 9.75083 11.478 9.06705 15.0973 22.352 16.7587 12.8726 10.3247 10.3121 10.0595 9.97308 15.8666 9.72379 9.25382 18.7663 15.4031 19.9473 12.5327 15.5379 13.2149 12.8544 12.8212 13.9901 12.2778 11.7691 26.2284 12.3536 17.8417 14.5617
threshold=8.7500000000000018 0.78700309991836559 7.0850000381469735 0.94260558485984813 7.3500001430511483 163.54356384277347 1.2749999761581423 322.19624328613287 12.050000190734865 0.92630842328071605 270.03565979003912 1.0000000180025095e-35 0.87113386392593395 14.650000095367433 30.175000190734867 15.585000038146974 12.250000000000002 6.9549999237060556 4.0050001144409189 0.49240480363368994 318.29801940917974 46.590000152587898 3.1149998903274541 1016.3500061035157 216.50000000000003 3.9750000238418584 5.5750000476837167 14.039999961853029 -0.66259482502937306 1020.3500061035157
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 -1 -3 7 -5 9 -7 11 -8 -6 -10 14 13 -13 15 25 -17 -18 19 24 21 22 -21 -24 -16 26 -2 28 29 -27
right_child=3 2 -4 4 5 6 8 -9 10 -11 -12 12 -14 -15 18 16 17 -19 -20 20 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00068381337548600353 1.2571521075681348e-05 -0.0072652864522864602 0.00046208397285251059 9.6880416260265373e-05 4.435485478393324e-05 0.011261957603839971 0.0011136700456818355 -0.0012932868204079385 0.0068418581237749097 -0.027935934190948804 0.0026214647800766391 -0.00074442403261864925 -0.0056061567575408028 0.004709307259523259 0.0048063861447252207 -0.00016458315324277353 0.0025981711565732225 0.00062111620109080049 0.00069548780840046902 -0.0015646065281321006 0.0007261847195474977 0.00018461989868915458 -0.0059376082864246388 -0.0019238346012822448 -0.00029401343686939264 -0.0013426560766477251 0.0018572755800152644 0.00012733691484734209 0.00069963474251941269 0.00033358078666058356
leaf_weight=9769 757412 1322 755 102052 15399 545 8174 20191 1886 33 5617 33107 1667 838 1228 33889 17415 47711 16478 10376 4662 4613 4900 3898 30135 70708 19772 68012 17874 15863
leaf_count=9769 757412 1322 755 102052 15399 545 8174 20191 1886 33 5617 33107 1667 838 1228 33889 17415 47711 16478 10376 4662 4613 4900 3898 30135 70708 19772 68012 17874 15863
internal_value=-9.49708e-06 -0.00134526 -0.00445635 2.54099e-06 0.000392783 0.00134677 0.00264267 -4.16493e-05 0.00234303 -1.54786e-05 0.00368233 -1.98737e-05 -0.000843668 -0.000609788 6.20482e-06 4.48844e-05 0.000699931 0.00114979 -0.000525472 -0.000861842 -0.00170799 -0.00218506 -0.00275518 -0.00415928 -9.43103e-05 -2.34145e-05 5.95018e-05 -0.00039708 -0.000738567 -0.00103551
internal_weight=1.3263e+06 11846 2077 1.31446e+06 133706 31654 16222 1.18075e+06 15677 15432 7503 1.16056e+06 35612 33945 1.12495e+06 1.04866e+06 99015 65126 76290 59812 28449 23787 19174 8798 31363 949641 777184 172457 104445 86571
internal_count=1326301 11846 2077 1314455 133706 31654 16222 1180749 15677 15432 7503 1160558 35612 33945 1124946 1048656 99015 65126 76290 59812 28449 23787 19174 8798 31363 949641 777184 172457 104445 86571
is_linear=0
shrinkage=0.05


Tree=141
num_leaves=31
num_cat=2
split_feature=86 38 32 76 36 53 58 30 98 8 76 92 52 124 136 136 111 29 0 76 37 30 85 108 70 90 75 120 18 38
split_gain=8.15857 9.97023 12.1032 11.7211 12.3764 12.5757 9.83472 8.95669 8.76998 8.5368 14.4143 14.0963 34.2133 20.9847 19.8677 17.732 38.5411 18.7351 18.7307 18.3258 15.7895 15.4268 17.0281 14.4649 13.9363 13.3419 12.3021 12.0018 11.4851 11.4733
threshold=0.89634153246879589 11.949999809265138 1.8499999642372134 19.935000419616703 17.550000190734867 4.7950000762939462 258.56134033203131 1010.9500122070314 -0.65756991505622853 3.8500000238418584 23.314999580383304 -0.30901470780372614 1.235000014305115 0.52247866988182079 0 1 0.20724771916866305 1022.2500000000001 198.50000000000003 10.244999885559084 20.150000572204593 1012.2500000000001 0.80223149061203014 0.1778107360005379 306.43974304199224 -0.98187935352325428 0.61489069461822521 -0.97625884413719166 15.405000209808351 9.1500000953674334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 8 6 -5 -6 -3 -4 -2 10 24 12 13 27 -15 -14 18 20 -17 -20 23 -22 -23 -18 -1 -25 -27 -11 -24 -19
right_child=1 3 7 4 5 -7 -8 -9 -10 11 -12 -13 15 14 -16 16 17 29 19 -21 21 22 28 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00013226381484636356 -0.007765520628855889 -0.001498745345319851 -0.0047372787278622368 0.00060372071824476897 0.011479865506780379 -0.00073462527516470269 0.00020393201940685707 -0.0010452487123099087 -0.031296601139295561 0.003988125257038253 0.0022147565709874219 1.2593753095355279e-05 -0.00069845092089506201 0.0081031248103238303 0.0026806452710655387 0.0016879227449371377 0.0035595342706468396 -0.02354514469307932 0.004099177645808339 0.011691326257795547 -0.0017011234488096194 0.0013109781194836775 0.022827577708013566 -0.0028007148380796557 -0.0012478162384194434 -0.00078142968448737286 0.00063484391356050411 1.9418973618806568e-05 -0.0017658216057737407 0.0062555946746677875
leaf_weight=322097 166 18523 1880 13705 539 346 15643 13014 52 2287 6138 753227 39210 1941 13028 6074 2712 33 3116 1067 354 239 284 4481 30662 26972 35532 11404 57 1518
leaf_count=322097 166 18523 1880 13705 539 346 15643 13014 52 2287 6138 753227 39210 1941 13028 6074 2712 33 3116 1067 354 239 284 4481 30662 26972 35532 11404 57 1518
internal_value=-9.02223e-06 -0.000560361 -0.00168247 -0.000212562 0.000973781 0.00670448 -0.00071917 -0.00151128 -0.0133784 1.88707e-05 -0.00018743 0.000100816 0.000542916 0.00209706 0.00339097 0.000176766 0.000593053 0.000185594 0.00346106 0.00603578 6.62246e-05 0.0065241 0.0115443 -2.03164e-05 -0.000229228 -0.000165253 2.36873e-05 0.000682368 0.0187167 0.00562154
internal_weight=1.3263e+06 63868 15112 48756 14590 885 34166 14894 218 1.26243e+06 358897 903536 150309 28660 14969 121649 82439 72182 10257 4183 70631 934 580 69697 352759 66985 62504 13691 341 1551
internal_count=1326301 63868 15112 48756 14590 885 34166 14894 218 1262433 358897 903536 150309 28660 14969 121649 82439 72182 10257 4183 70631 934 580 69697 352759 66985 62504 13691 341 1551
cat_boundaries=0 1 2
cat_threshold=1282 4320
is_linear=0
shrinkage=0.05


Tree=142
num_leaves=31
num_cat=2
split_feature=30 92 136 36 72 111 54 52 74 16 92 136 55 52 52 95 131 81 58 60 93 32 17 132 31 111 31 31 58 132
split_gain=8.1561 11.8764 9.55759 8.65836 9.70684 8.70368 8.5899 15.2886 24.0381 14.9417 14.4923 31.0654 23.0618 22.6851 20.4312 19.4522 17.6269 17.1019 15.8055 15.7517 14.8875 14.2688 15.8035 16.6647 17.5405 14.5252 14.3706 14.0345 17.4566 13.9904
threshold=1026.7500000000002 -0.2853140383958816 0 8.7500000000000018 0.78728976845741283 0.48499792814254766 3.5049999952316289 5.1749999523162851 0.49014823138713842 18.219999313354496 -0.2853140383958816 1 1.3149999976158144 0.54500001668930065 2.3249999284744267 -0.56253188848495472 316.50000000000006 333.50750732421881 111.06040954589845 0.5301099717617036 -0.23445159941911695 10.84999990463257 13.344999790191652 1020.2500000000001 1010.1499938964845 -0.51841762661933888 1017.6499938964845 1019.2500000000001 225.26570892333987 1016.9500122070314
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 2
left_child=3 -2 -3 4 -1 -6 7 10 -9 21 11 16 14 19 -12 20 17 27 -15 -13 -14 26 23 24 -23 -25 -8 29 -29 -5
right_child=1 2 -4 6 5 -7 9 8 -10 -11 12 13 15 18 -16 -17 -18 -19 -20 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00073322285708654611 0.0067530459575074631 0.0020172835053485863 -7.3028562140205674e-05 0.0010770204636005626 0.00094238028310379338 -0.0066186648746967627 0.001166988116150892 -0.000520757639596592 0.0034602910474884753 0.0017005411241943821 1.0496515775274121e-05 0.0028048550065071201 -0.0013626668180470895 -0.0049206183608159985 0.0032934684900462865 -0.00050779895851414073 -0.0020236281040235948 0.0098040643842568602 -0.00036489909225202017 -0.0048734740431784322 -0.0048180855961801874 -0.0021213101740255257 -4.3231369310378306e-06 -0.011641621344525219 -0.00058316031884980853 0.0046139915759539751 -0.00029721749500598359 0.0069255196538332946 0.0012362654859645393 0.01008568235570007
leaf_weight=9231 836 8595 15009 61755 518 1435 32167 6986 8293 9993 668190 8221 8030 1958 4773 43488 3911 604 68850 727 5095 21104 141171 147 152238 2109 34981 2443 3009 434
leaf_count=9231 836 8595 15009 61755 518 1435 32167 6986 8293 9993 668190 8221 8030 1958 4773 43488 3911 604 68850 727 5095 21104 141171 147 152238 2109 34981 2443 3009 434
internal_value=-8.56731e-06 0.000896377 0.000688947 -2.55559e-05 -0.00141077 -0.00461323 -1.35528e-05 7.19369e-05 0.00164004 -0.000208177 4.47567e-05 0.00048905 -4.77539e-05 -0.000191086 3.3781e-05 -0.00101697 0.00124068 0.00142793 -0.000490875 0.00218101 -0.00270403 -0.000257859 -0.000398202 -0.000714858 -0.000770427 0.00355478 0.000404205 0.00135314 0.00378558 0.00113989
internal_weight=1.3263e+06 24440 23604 1.30186e+06 11184 1953 1.29068e+06 896767 15279 393910 881488 151912 729576 79756 672963 56613 72156 68245 70808 8948 13125 383917 316769 175598 173342 2256 67148 67641 5452 62189
internal_count=1326301 24440 23604 1301861 11184 1953 1290677 896767 15279 393910 881488 151912 729576 79756 672963 56613 72156 68245 70808 8948 13125 383917 316769 175598 173342 2256 67148 67641 5452 62189
cat_boundaries=0 1 2
cat_threshold=787 3843
is_linear=0
shrinkage=0.05


Tree=143
num_leaves=31
num_cat=2
split_feature=79 76 52 66 19 75 52 39 95 108 32 91 136 93 55 32 2 30 136 67 120 32 31 82 39 82 79 54 54 12
split_gain=7.41723 27.4522 20.0621 17.0855 18.6321 14.7832 15.4283 15.0236 14.8015 14.4669 14.222 13.7578 13.667 13.3493 13.9176 12.5018 12.3125 11.1848 11.1138 13.3459 11.062 11.4321 11.0432 10.9001 11.2922 10.781 10.7003 10.2059 10.1465 18.7038
threshold=12.414999961853029 10.055000305175783 1.1250000000000002 3.1250000000000004 7.4149999618530282 0.89358267188072216 10.515000343322756 12.650000095367433 -0.75281834602355946 0.74095386266708385 12.650000095367433 -0.18142416328191754 0 0.71984949707984935 1.3149999976158144 11.750000000000002 87.500000000000014 1012.2500000000001 1 1.6349999904632571 0.23343648016452792 17.650000572204593 1018.2500000000001 332.28582763671881 16.349999427795414 322.29936218261724 0.69499999284744274 0.69499999284744274 6.055000066757203 1.9750000238418581
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 2 2 2 2 2
left_child=1 25 18 13 22 7 16 12 -9 15 -8 26 -6 14 23 -10 -7 -18 19 -3 -12 -22 -5 -2 -25 -1 -4 -27 29 -28
right_child=3 2 11 4 5 6 10 8 9 -11 20 -13 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 27 28 -29 -30 -31
leaf_value=-8.8577530108659384e-06 -3.5351236848245288e-05 0.0010016166464584804 -0.017308994614875613 0.0020363983324912694 0.00054660491641104147 0.00016806343581620797 0.00090524431484415285 -0.0011910679898188923 0.0022284353579598562 0.0021020946924915798 -0.0015085624852921985 -0.00097632026835545161 -0.00088636448379131219 -0.0034075299297563824 -0.0016074206122568234 2.3773588109285884e-05 -0.0064134993071968145 -0.0024722213389734016 0.0016277787421698654 0.0067252479500653608 -0.0074551814642294144 -0.04590598692186177 -0.0012423244103153769 0.0039822726491735598 0.034995941979189718 0.0031774904289992587 0.00045644165723403253 -0.0017998198954098763 0.00035430316080300095 0.0030526147362563388
leaf_weight=971906 11770 1568 81 14832 22772 2939 9650 11548 7535 15218 4560 12127 61738 5834 21444 43859 2485 6531 8547 2906 578 20 3106 1355 30 1119 15766 12937 39151 12389
leaf_count=971906 11770 1568 81 14832 22772 2939 9650 11548 7535 15218 4560 12127 61738 5834 21444 43859 2485 6531 8547 2906 578 20 3106 1355 30 1119 15766 12937 39151 12389
internal_value=-8.13821e-06 4.85398e-05 0.000871968 -0.000254813 -7.14876e-05 -0.000217331 -0.00130629 -3.81712e-05 0.000461479 0.000747968 -0.000227624 0.000574044 -0.000500278 -0.00119505 -0.000821982 0.000347004 -0.00264238 -0.00355852 0.00269127 0.00470877 -0.00234708 -0.00874116 0.00146868 0.000458364 0.00465405 -2.8741e-05 0.000853049 -0.00140358 0.000874906 0.00159883
internal_weight=1.3263e+06 1.0785e+06 92535 247804 207371 189433 26763 162670 78160 66612 14808 79514 84510 40433 34599 51394 11955 9016 13021 4474 5158 598 17938 13155 1385 985962 67387 14056 67306 28155
internal_count=1326301 1078497 92535 247804 207371 189433 26763 162670 78160 66612 14808 79514 84510 40433 34599 51394 11955 9016 13021 4474 5158 598 17938 13155 1385 985962 67387 14056 67306 28155
cat_boundaries=0 1 2
cat_threshold=22 1811
is_linear=0
shrinkage=0.05


Tree=144
num_leaves=31
num_cat=0
split_feature=29 92 17 79 76 52 66 75 38 27 54 34 33 92 55 59 38 116 105 103 92 33 82 54 36 108 19 29 34 28
split_gain=7.43928 10.9233 7.92505 7.91454 24.0792 18.4216 14.6453 17.3601 16.2381 17.0192 17.0075 13.8208 13.7895 13.5558 13.6496 13.2765 13.2554 12.4768 12.5102 12.2283 12.0717 12.0235 11.9512 12.2294 11.7903 11.7642 11.3971 11.2916 10.8831 11.4156
threshold=1026.7500000000002 -0.031777575612068169 12.50999975204468 12.414999961853029 10.055000305175783 1.1250000000000002 3.1250000000000004 0.89210012555122387 12.750000000000002 212.50000000000003 0.61500000953674328 11.34999990463257 2.6499999761581425 0.69349864125251781 1.3149999976158144 216.4214782714844 9.0500001907348651 0.47714059054851538 -0.72810339927673329 0.7968006730079652 -0.068461142480373369 10.550000190734865 321.92028808593756 0.69499999284744274 11.84999990463257 0.73811945319175731 10.405000209808351 1010.3500061035157 12.150000095367433 1017.5499877929689
decision_type=2 2 2 2 2 2 2 2 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 22 -6 13 8 9 -8 -10 16 -11 14 -5 20 -9 -13 -19 -7 -12 -14 -1 -24 -20 28 -21 -23 29 -17
right_child=1 -3 -4 6 5 19 7 11 10 12 15 17 21 -15 -16 25 -18 18 24 26 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.651704900092403e-05 0.0070924137973943802 0.00054120333664844466 0.00071720104299628307 0.00050273429318861381 0.0025604471743042971 0.00072493349604203219 0.0027038778147685321 -0.0114381441291316 0.0045657232560709984 -0.0061665445736665981 -0.00017553768605836314 0.00020058965968806284 0.00035136955331895378 -0.0033545666459572293 -0.0015512917698455092 0.0037572387223626606 0.00050770333963089445 -0.0041654385629343619 -0.0063092024051368519 -0.0036262221080927896 -0.0038044288274272052 -0.0024497230324073442 0.0034883176840973477 -0.0019062447708554241 5.3255092373340928e-05 0.001942630785145624 0.0003369095073272035 -0.0005679419144182903 4.2037551895622164e-05 0.00012598510033311511
leaf_weight=953664 1154 22426 844 13052 12934 70712 4278 238 2601 1070 10046 4315 30268 5954 21267 4442 9561 7831 874 3255 2969 9548 1142 13125 4363 15629 4098 48291 42129 4221
leaf_count=953664 1154 22426 844 13052 12934 70712 4278 238 2601 1070 10046 4315 30268 5954 21267 4442 9561 7831 874 3255 2969 9548 1142 13125 4363 15629 4098 48291 42129 4221
internal_value=-7.73082e-06 0.000856821 0.00439938 -2.39503e-05 3.50997e-05 0.000812708 -0.000281331 -0.000108281 7.38396e-05 -0.000376782 0.00058718 -0.00128409 -0.000524568 -0.0011522 -0.000770117 0.000456909 0.00021756 -0.00213058 -0.00290032 0.000523138 -0.00100337 -0.00045605 -3.80063e-05 -0.00147444 -0.00100857 0.000743045 -0.00141748 -0.000878584 0.000373926 0.00198793
internal_weight=1.3263e+06 24424 1998 1.30188e+06 1.05893e+06 90999 242947 202674 175492 93455 82037 27182 89177 40273 34319 79436 9799 17383 13068 78065 13015 88107 967931 14267 5237 66421 7353 57839 50792 8663
internal_count=1326301 24424 1998 1301877 1058930 90999 242947 202674 175492 93455 82037 27182 89177 40273 34319 79436 9799 17383 13068 78065 13015 88107 967931 14267 5237 66421 7353 57839 50792 8663
is_linear=0
shrinkage=0.05


Tree=145
num_leaves=31
num_cat=3
split_feature=103 56 136 7 60 56 33 67 105 4 18 94 41 15 119 54 43 116 28 86 56 35 38 136 53 136 70 108 55 32
split_gain=8.92058 12.718 15.6788 17.048 14.6357 13.7181 11.7453 14.7847 11.0053 12.8224 11.2063 10.9452 10.9925 12.5398 9.99591 9.81902 8.96999 8.53544 8.49114 16.6322 18.0274 14.5735 13.884 13.6606 10.2294 9.43506 16.3403 13.0567 18.1279 12.374
threshold=0.1275458708405495 254.86667633056643 0 4.2500000000000009 0.35506081581115728 111.71417617797853 15.550000190734865 1.235000014305115 -0.12826737016439435 10.949999809265138 5.7200000286102304 0.73693400621414196 1.0000000180025095e-35 0.81499999761581432 0.62249094247818004 22.144999504089359 13.050000190734865 0.93038213253021251 1022.0499877929689 0.73443034291267406 250.40156555175784 16.050000190734867 9.5500001907348651 1 0.82499998807907116 2 312.24609375000006 0.12543643265962603 2.1950000524520878 12.949999809265138
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 1 2 1 2 2 2 2
left_child=1 2 3 -1 14 -4 7 -5 9 11 -11 12 -7 -14 -3 -8 -15 -9 25 -20 21 22 -21 -22 -24 26 27 28 -2 -29
right_child=18 4 5 6 -6 8 15 17 -10 10 -12 -13 13 16 -16 -17 -18 -19 19 20 23 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0021575706470801882 0.0056043486239466395 -0.0016464908277887711 -0.0034872005088901568 -0.0031637283098391203 -0.00047336450417155183 -0.00048134561387696146 0.0020471855178025725 0.00024287965099359634 -0.0030318630885990045 0.014423951296643778 0.002518782225092402 -0.004163367340250781 0.0025147616450330369 0.001347021683521526 -0.0052962588606420731 0.02828228938807216 -0.00089896009934546802 0.018571770643757191 -1.8995065046389721e-06 -0.0034259206437214848 -0.00085730020824200434 -0.014709908105970289 0.0096785371427175731 0.0013003719559035443 0.0039099712518682822 9.3653016977719868e-05 -0.0018339616104376855 1.5096734328664762e-05 0.00056763656975852698 -0.00083963976722058588
leaf_weight=15838 2035 11362 3249 4501 78743 55385 3833 8426 3255 220 1947 1680 7355 7801 2247 36 10335 64 79172 541 9408 104 949 33227 4041 761914 15670 123668 14627 64390
leaf_count=15838 2035 11362 3249 4501 78743 55385 3833 8426 3255 220 1947 1680 7355 7801 2247 36 10335 64 79172 541 9408 104 949 33227 4041 761914 15670 123668 14627 64390
internal_value=2.87652e-06 -0.000290887 4.01061e-05 0.000979326 -0.000735038 -0.000296608 -0.000126917 -0.000847113 -0.000178814 -6.92021e-05 0.00372743 -0.000168859 -8.58832e-05 0.000773349 -0.00224911 0.0022913 6.71241e-05 0.000381048 6.01277e-05 0.000444107 0.00117564 0.00383352 0.00418219 0.000824356 0.00500704 1.0311e-05 -0.000277804 -0.000158703 0.00118279 -0.00027756
internal_weight=1.32602e+06 216277 123925 32698 92352 91227 16860 12991 87978 84723 2167 82556 80876 25491 13609 3869 18136 8490 1.10975e+06 127442 48270 5635 5531 42635 4990 982304 220390 204720 16662 188058
internal_count=1326023 216277 123925 32698 92352 91227 16860 12991 87978 84723 2167 82556 80876 25491 13609 3869 18136 8490 1109746 127442 48270 5635 5531 42635 4990 982304 220390 204720 16662 188058
cat_boundaries=0 1 2 3
cat_threshold=2816 6308 578
is_linear=0
shrinkage=0.05


Tree=146
num_leaves=31
num_cat=2
split_feature=103 92 136 124 4 83 39 93 36 9 93 89 108 52 76 85 38 30 95 133 20 136 135 71 1 132 129 19 108 79
split_gain=8.05083 12.9479 11.3914 17.3655 14.1764 12.0845 12.7466 10.7615 10.6637 12.0314 10.3767 11.1523 10.2788 9.2334 11.1898 9.02482 15.3608 19.604 8.84145 13.0288 8.60404 8.16278 12.3779 8.71626 9.03856 7.92719 17.3884 13.8783 14.9919 11.6648
threshold=0.1275458708405495 -0.26110549271106714 0 0.46173103153705602 10.449999809265138 263.81118774414068 17.050000190734867 -0.91065099835395802 17.750000000000004 1.0000000180025095e-35 0.17502608895301822 0.044905282557010658 0.22685996443033221 0.85500001907348644 5.1549999713897714 0.67268094420433056 19.849999427795414 1012.0499877929689 -0.41024902462959284 1011.6499938964845 7.6949999332427987 1 1011.8500061035157 203.49420928955081 99.000000000000014 1015.8500061035157 205.50000000000003 13.344999790191652 -0.74287477135658253 8.9749999046325701
decision_type=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 2 2
left_child=1 2 3 8 15 6 21 -3 9 12 -9 -12 -1 14 -11 -5 -17 -18 -7 -20 -19 22 23 -4 -25 26 -2 28 29 -27
right_child=25 7 5 4 -6 18 -8 10 -10 13 11 -13 -14 -15 -16 16 17 20 19 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.015898956485862238 6.1286122548316258e-05 -0.0033236212228094329 -0.013482678969475357 -0.0043752022409813711 0.0067915423423715237 0.00025872014011799126 -2.247167786498697e-05 -0.00018355431309774068 -0.0056348587366055703 -0.0091891983165161943 -0.0011355023054128272 -0.0078455809631758182 0.001420858690319199 -0.0012659483562483453 -0.0011510460614511692 0.00015511375337474973 -0.0021856786467336193 0.022444237543227663 -0.001005675302604575 -0.012941606499478543 -0.0039238556889661901 0.001901389878355475 0.030910447999261893 -0.0067320458973234663 0.0098859557557913844 -0.026588734464507692 -0.0019177667762926662 -0.00073306797411083378 0.0025542049854418119 0.001235133931065017
leaf_weight=167 1082606 3740 55 999 869 50735 11722 59814 1754 874 36213 630 461 10463 858 8464 199 220 12190 233 36 14909 52 97 523 79 11214 6003 9772 72
leaf_count=167 1082606 3740 55 999 869 50735 11722 59814 1754 874 36213 630 461 10463 858 8464 199 220 12190 233 36 14909 52 97 523 79 11214 6003 9772 72
internal_value=2.73289e-06 -0.000276342 8.37557e-05 -0.000852548 0.000667973 0.000346179 0.00122401 -0.000691974 -0.00197832 -0.00147816 -0.000590146 -0.00125024 0.00527093 -0.00182571 -0.00520725 0.000131436 0.000636216 0.00958577 -3.40164e-05 -0.00122954 0.0187362 0.00215848 0.00730413 0.00559378 0.00728604 5.71215e-05 4.09966e-05 0.00116461 0.00231262 -0.0133217
internal_weight=1.32602e+06 216277 115880 25364 10787 90516 27358 100397 14577 12823 96657 36843 628 12195 1732 9918 8919 455 63158 12423 256 15636 727 675 620 1.10975e+06 1.09382e+06 15926 9923 151
internal_count=1326023 216277 115880 25364 10787 90516 27358 100397 14577 12823 96657 36843 628 12195 1732 9918 8919 455 63158 12423 256 15636 727 675 620 1109746 1093820 15926 9923 151
cat_boundaries=0 1 2
cat_threshold=5268 1
is_linear=0
shrinkage=0.05


Tree=147
num_leaves=31
num_cat=1
split_feature=86 4 35 126 72 64 122 15 52 95 91 8 54 52 60 88 18 76 71 132 129 39 100 109 64 89 92 136 52 111
split_gain=7.92884 11.7205 9.82904 9.2134 8.257 9.28907 9.98947 9.00416 8.76232 9.74997 8.16959 9.23207 9.02752 18.2892 15.7127 17.7464 11.1551 15.8146 13.6063 10.5103 21.1041 20.9495 18.516 18.8544 13.9992 11.9378 11.9314 30.7379 27.6497 34.4933
threshold=0.89634153246879589 11.34999990463257 9.5500001907348651 -0.87878364324569691 0.91316863894462597 1.0349999666213991 -0.96359375119209278 2.185000061988831 10.904999732971193 -0.5135674476623534 0.046864939853549011 13.050000190734865 20.224999427795414 15.025000095367433 0.72542288899421703 -0.44964289665222162 15.405000209808351 1.4550000429153445 291.66802978515631 1015.8500061035157 236.50000000000003 15.449999809265138 -0.74485555291175831 -0.2772038578987121 6.9249999523162851 -0.77608472108840931 -0.2853140383958816 0 3.6149998903274541 0.20724771916866305
decision_type=2 2 2 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=10 4 -3 -4 5 6 -2 -6 9 -9 12 -12 13 19 15 16 17 18 -14 20 26 22 -21 25 -25 -24 27 28 -1 -30
right_child=1 2 3 -5 7 -7 -8 8 -10 -11 11 -13 14 -15 -16 -17 -18 -19 -20 21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0018167408938591003 0.0010675386378305354 -0.0044655909539092131 -0.0085535524603797177 0.0022095937573651135 -0.00033710002295603026 -0.00033474717167482592 -0.0032072412704476612 -2.5483930051060661e-05 -0.0011312935170175928 -0.0095780540039826431 -0.00095537006528196265 0.0025640045741743781 -0.0048761965290341665 0.0011072509115556566 6.0621389305065427e-05 0.0022110397800620403 3.7016196099609247e-05 -0.0016868984518358214 -0.021870500596598161 0.022314906844662297 -0.0023642846854077426 -0.0042151364778551725 -0.011498975688585522 0.00077776372172453474 0.0049490871424760444 0.005181019826421644 -2.0602345000236933e-05 -0.00023550857364411051 0.0036905416377764604 -0.0002984341133038377
leaf_weight=52256 1778 669 205 6606 1929 44176 5907 350 935 1128 31143 1982 369 43135 86514 3768 10618 31631 173 117 9038 1314 383 3969 4078 149 834765 95754 6161 45023
leaf_count=52256 1778 669 205 6606 1929 44176 5907 350 935 1128 31143 1982 369 43135 86514 3768 10618 31631 173 117 9038 1314 383 3969 4078 149 834765 95754 6161 45023
internal_value=2.59696e-06 -0.00054175 0.0013176 0.00188564 -0.000789208 -0.00061385 -0.00221823 -0.00288369 -0.00491949 -0.00731594 3.00584e-05 -0.000744792 5.09391e-05 9.8151e-05 -0.000337953 -0.00107857 -0.00136824 -0.00183201 -0.0103006 5.68146e-05 4.13394e-05 0.00166926 0.00255842 0.00228898 0.00289168 -0.00682732 6.23673e-05 0.00041007 0.0010076 0.000181717
internal_weight=1.32602e+06 63683 7480 6811 56203 51861 7685 4342 2413 1478 1.26234e+06 33125 1.22922e+06 1.09614e+06 133073 46559 42791 32173 542 1.05301e+06 1.043e+06 10010 8696 8579 8047 532 1.03396e+06 199194 103440 51184
internal_count=1326023 63683 7480 6811 56203 51861 7685 4342 2413 1478 1262340 33125 1229215 1096142 133073 46559 42791 32173 542 1053007 1042997 10010 8696 8579 8047 532 1033959 199194 103440 51184
cat_boundaries=0 1
cat_threshold=3843
is_linear=0
shrinkage=0.05


Tree=148
num_leaves=31
num_cat=2
split_feature=116 4 104 36 136 4 92 86 38 4 29 31 91 55 12 123 84 124 104 11 20 69 33 134 32 100 92 136 7 67
split_gain=7.70214 12.6712 9.25975 9.47077 8.77013 8.47331 14.0194 9.39766 7.95907 9.28197 7.72867 10.3187 7.66523 7.97035 8.91212 7.71664 11.7199 17.3027 13.5857 11.228 18.2292 14.8815 12.9388 13.9502 12.9989 10.2294 10.1534 18.2826 14.5629 10.1331
threshold=0.98897820711135875 10.150000095367433 1.0000000180025095e-35 18.849999427795414 0 13.550000190734865 -0.65649923682212818 0.89634153246879589 11.949999809265138 11.34999990463257 1014.9500122070314 1021.3500061035157 0.071385610848665251 4.9749999046325692 2.2549999952316289 -0.14780378341674802 0.78943011164665233 1.0000000180025095e-35 -0.97256663441658009 1.1500000357627871 7.5950000286102304 316.41203308105474 13.750000000000002 1015.6499938964845 9.7500000000000018 -0.90346401929855336 -0.26110549271106714 1 2.5499999523162846 20.035000801086429
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 1 2 2
left_child=2 -2 5 4 -4 7 10 12 -9 -10 -7 -12 15 14 -14 -1 -17 18 -18 20 29 22 23 24 -21 -25 27 28 -19 -20
right_child=1 -3 3 -5 -6 6 -8 8 9 -11 11 -13 13 -15 -16 16 17 26 19 21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-5.1176990881964397e-05 0.00041287213316960685 0.0069240479334169106 0.00089159506543034324 -0.012783131321302991 -0.0021832961692313676 0.0043224943918883192 0.00078023281691963161 -0.0017054578915367677 -0.00049689578021753697 0.0023632278130571232 0.01918188162347086 -0.011749899501521742 -0.00073258430144690714 -0.0025376147584003379 0.0022764124263599497 4.4207902473967267e-05 0.0019662063478702997 0.0028550457762182963 0.0013338010731396416 0.0034003488352068881 -0.0012384357890932538 -0.0031268358126203925 -0.0012801059203511548 0.031518698893487455 -0.00049017938912059391 0.0022607252147679225 0.00093583382610034965 0.0016393228326216207 0.010124289572253654 0.0048825288843069425
leaf_weight=777280 2573 1053 3325 181 7637 535 17969 13120 44247 3031 207 31 21673 5253 2776 299985 9841 1471 13146 2373 6733 4583 16593 30 22542 7140 27135 9889 1296 2375
leaf_count=777280 2573 1053 3325 181 7637 535 17969 13120 44247 3031 207 31 21673 5253 2776 299985 9841 1471 13146 2373 6733 4583 16593 30 22542 7140 27135 9889 1296 2375
internal_value=2.46703e-06 0.00230373 -3.84303e-06 -0.0014391 -0.0012518 8.35379e-06 0.00106386 -6.95158e-06 -0.000615895 -0.000313533 0.0076571 0.015153 2.28987e-05 -0.00077059 -0.000390935 4.24995e-05 0.000213771 0.000620223 0.000218809 -8.90917e-06 0.000934293 -0.000403007 -0.00014656 0.000439662 -0.000119631 0.00238314 0.0014813 0.0026508 0.00623725 0.00187682
internal_weight=1.32602e+06 3626 1.3224e+06 11143 10962 1.31125e+06 18742 1.29251e+06 60398 47278 773 238 1.23211e+06 29702 24449 1.20241e+06 425132 125147 85356 75515 22254 53261 48678 32085 24915 7170 39791 12656 2767 15521
internal_count=1326023 3626 1322397 11143 10962 1311254 18742 1292512 60398 47278 773 238 1232114 29702 24449 1202412 425132 125147 85356 75515 22254 53261 48678 32085 24915 7170 39791 12656 2767 15521
cat_boundaries=0 1 2
cat_threshold=1125 770
is_linear=0
shrinkage=0.05


Tree=149
num_leaves=31
num_cat=3
split_feature=136 75 111 42 62 99 87 52 76 94 36 136 124 136 53 111 31 10 52 20 29 30 32 79 83 109 57 87 33 110
split_gain=7.27721 13.8694 25.8426 21.5343 19.0142 21.5812 19.2145 17.8882 15.9917 13.778 12.8324 14.2616 12.1197 23.0462 14.0864 11.6994 17.6071 16.45 12.4507 12.1195 11.878 11.1308 10.9603 10.7031 10.5346 10.5187 10.4136 14.0539 12.2956 11.8961
threshold=0 0.59696662425994884 0.02359852381050587 4.4500000476837167 0.53530049324035656 -0.65952187776565541 0.84245347976684581 1.3650000095367434 18.474999427795414 -0.56846028566360463 14.949999809265138 1 0.095842104405164733 2 8.4549999237060565 0.6085031032562257 1017.9500122070314 5.9500000476837167 1.5349999666213991 7.1349999904632577 1010.7500000000001 1016.4500122070314 9.4499998092651385 5.3849999904632577 307.16853332519537 0.66629004478454601 237.4224548339844 0.71180409193038952 10.34999990463257 0.54497268795967113
decision_type=1 2 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
left_child=1 2 -1 4 5 6 12 8 -4 -10 24 -12 -3 14 25 16 23 20 -19 -20 -17 -6 -7 -8 -9 -14 -2 -28 29 -29
right_child=26 3 7 -5 21 22 15 10 9 -11 11 -13 13 -15 -16 17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0031017475581014958 3.0759444001747445e-05 0.0012357972952600107 9.8173732945956244e-06 -0.0012174157051091606 -0.00044825994521886602 0.0067215743591974852 0.0030964413420839138 -0.00052365200067337563 0.0087242650525699329 0.0015078759984150391 0.0019008074112718519 -0.00076091181369031865 0.0079247203552499819 0.0014773344132564951 0.0017732688163874522 -0.0021654332210928342 0.0032002991809568942 0.002996460465094759 -0.0009780973308526732 0.0035204853712745483 0.0039966195517866813 0.00060377818400101898 -0.00065267475192655488 -0.0014380594832095642 -0.0024087117404690299 0.0041446907826073048 -0.0013007441571839268 0.0012684589129128095 -0.00040601776904012509 -0.00035607795179093632
leaf_weight=6358 519382 14018 274781 17592 45150 519 1450 12733 916 2380 6556 21539 3584 10304 2720 878 3077 3844 9774 1768 7156 56737 17294 12693 17734 3783 34367 24449 171583 20904
leaf_count=6358 519382 14018 274781 17592 45150 519 1450 12733 916 2380 6556 21539 3584 10304 2720 878 3077 3844 9774 1768 7156 56737 17294 12693 17734 3783 34367 24449 171583 20904
internal_value=2.34381e-06 0.000140329 -5.62723e-05 0.000457908 0.000609243 0.00112674 0.0014981 -0.000115917 5.13448e-05 0.0035134 -0.000910146 -0.000139391 0.00236756 0.00314561 0.0048435 0.000761937 -0.000227417 0.00148938 0.000531827 -0.000289006 0.0033232 0.00013758 -0.000437818 -0.000973163 -0.00162089 0.00598365 -9.70856e-05 -0.000361314 -0.00021249 0.000519681
internal_weight=1.32602e+06 555338 342997 212341 194749 92862 75049 336639 278077 3296 58562 28095 34409 20391 10087 40640 17220 23420 15386 11542 8034 101887 17813 14143 30467 7367 770685 251303 216936 45353
internal_count=1326023 555338 342997 212341 194749 92862 75049 336639 278077 3296 58562 28095 34409 20391 10087 40640 17220 23420 15386 11542 8034 101887 17813 14143 30467 7367 770685 251303 216936 45353
cat_boundaries=0 1 2 3
cat_threshold=5401 256 1296
is_linear=0
shrinkage=0.05


Tree=150
num_leaves=31
num_cat=5
split_feature=99 8 76 82 16 116 58 21 11 136 67 81 39 30 136 66 104 136 20 21 120 136 124 93 69 124 85 30 136 67
split_gain=8.1288 7.35871 12.2643 11.2641 12.3684 25.8352 13.5822 13.0083 14.2782 15.7897 18.2289 13.5424 11.7889 11.719 16.0219 11.023 10.6685 18.5804 19.7507 16.8688 11.4553 15.166 11.0317 16.7701 11.468 11.4858 11.5192 12.7008 10.2901 15.1343
threshold=0.10214221104979516 3.7500000000000004 29.404999732971195 271.17330932617193 15.405000209808351 -0.23343648016452787 270.28431701660162 7.5250000953674325 0.75000000000000011 0 10.404999732971193 333.50750732421881 14.84999990463257 1018.1499938964845 1 56.594999313354499 -0.96098318696022023 2 4.8650000095367441 7.4049999713897714 -0.72534674406051625 3 0.94260558485984813 -0.67404952645301808 321.47706604003912 1.0000000180025095e-35 0.82952588796615612 1016.0499877929689 4 8.305000305175783
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 2 2 2 1 2
left_child=1 2 3 -1 7 -6 -7 8 9 -5 -11 -10 -12 14 -9 -16 17 18 -3 20 21 -19 24 -24 28 -26 27 -27 -18 -30
right_child=-2 16 -4 4 5 6 -8 13 11 10 12 -13 -14 -15 15 -17 22 19 -20 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-1.8120387453843649e-06 -0.0020976736226237845 0.0022848166829876871 0.0025985639859462985 0.0019387198056786199 -0.0015459714079648849 0.0059721858003721658 0.0013821063510199884 0.00060045789958754322 -0.00060230073684780137 -0.0031466650151384754 -0.0015442460190305219 -0.0058495110307247205 0.0072110143343882957 -0.00041420033402541913 -0.00228477661876783 -0.0090510243186334074 -0.00025605812076586745 0.0017796686122703604 -0.0003883447704281779 0.00084833227181703636 0.002220677984383575 0.009492672602324637 0.0029822123572039606 0.00034119639826462456 -0.0038928603462707306 0.0071732075089305479 -0.0013293964585321741 -0.00069784370390388708 -1.0495950457797175e-05 0.00072094109312095627
leaf_weight=213945 4655 8142 3876 11988 7809 1989 8495 5170 49447 3875 700 1261 853 20242 26350 616 288006 1146 45662 24956 6202 1475 6433 91588 3515 909 10652 1175 388095 86480
leaf_count=213945 4655 8142 3876 11988 7809 1989 8495 5170 49447 3875 700 1261 853 20242 26350 616 288006 1146 45662 24956 6202 1475 6433 91588 3515 909 10652 1175 388095 86480
internal_value=-1.19363e-05 -4.58673e-06 -0.000198652 -0.000229388 -0.000580185 0.000631235 0.00225293 -0.000764086 -0.000308566 0.000926588 -0.00130991 -0.000732788 0.00326466 -0.00135655 -0.00195012 -0.00243844 6.7172e-05 0.000593356 1.61738e-05 0.00151225 0.00339188 0.00616326 1.46149e-05 0.000514523 -4.83017e-05 -0.0013626 -0.000664279 0.00273535 -2.02933e-05 0.000122788
internal_weight=1.32571e+06 1.32105e+06 356616 352740 138795 18293 10484 120502 68124 17416 5428 50708 1553 52378 32136 26966 964436 87583 53804 33779 8823 2621 876853 98021 778832 16251 12736 2084 762581 474575
internal_count=1325707 1321052 356616 352740 138795 18293 10484 120502 68124 17416 5428 50708 1553 52378 32136 26966 964436 87583 53804 33779 8823 2621 876853 98021 778832 16251 12736 2084 762581 474575
cat_boundaries=0 1 2 3 4 5
cat_threshold=497 6320 2160 4102 4816
is_linear=0
shrinkage=0.05


Tree=151
num_leaves=31
num_cat=3
split_feature=36 92 64 12 8 76 63 67 17 18 136 20 17 21 68 35 67 8 92 89 69 136 8 74 136 92 52 19 19 0
split_gain=7.93174 8.513 8.46693 7.93868 7.41961 11.03 10.7283 9.59541 15.9611 14.1926 10.3416 10.0817 10.9272 10.3016 13.4745 16.0189 12.1272 10.5286 9.93698 9.76796 9.66881 10.6522 9.60922 16.8178 11.6985 9.56893 35.2545 22.2939 25.2695 21.7192
threshold=7.1499998569488534 0.60904276371002208 11.065000057220461 2.7749999761581425 3.7500000000000004 29.404999732971195 0.2200320512056351 1.5549999475479128 7.4149999618530282 11.120000362396242 0 5.1250000000000009 17.029999732971195 7.5250000953674325 297.45346069335943 10.650000095367433 15.805000305175783 0.65000000596046459 0.81421884894371044 -0.954298436641693 305.38311767578131 1 1.0000000180025095e-35 0.58375072479248058 2 -0.36131212115287775 1.235000014305115 10.405000209808351 11.775000095367433 252.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -2 9 10 -8 -9 -10 13 16 22 -16 18 -18 -13 -17 21 -19 23 -15 -24 26 29 -28 -29 -6
right_child=4 2 -4 -5 25 -7 7 8 11 -11 -12 12 -14 14 15 19 17 20 -20 -21 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0017182342820632091 5.2444404478494522e-05 -0.020050126791113256 -0.034216419590844052 0.0063627813374623659 0.00010860334243409408 0.0024373936521980954 -0.0025063378216664614 4.0923104499436754e-05 0.0048947587909312961 -0.00033401064469262305 0.0044098833257501758 -0.00028268429131107027 0.0012172695401693708 -0.0080160980981244592 0.0014103457758740043 -0.0045054480065365816 0.0039521840895428212 0.0052034153712573975 -0.0044740422993128593 -0.0018612386666765901 -0.0020591826556406291 -0.00026039143250041044 -0.0012247885416772604 -0.0010886655351350304 0.00046315320943338362 -8.6202172010115579e-06 -0.00061074919966926751 0.0024737342067881105 0.00015610226237602461 0.0027811903036597061
leaf_weight=321 170936 66 45 50 11630 3911 13649 2601 882 16741 2829 52842 9037 1085 3213 4306 3080 1507 1453 18490 2457 2171 17320 4551 25171 800899 65858 15250 51408 21948
leaf_count=321 170936 66 45 50 11630 3911 13649 2601 882 16741 2829 52842 9037 1085 3213 4306 3080 1507 1453 18490 2457 2171 17320 4551 25171 800899 65858 15250 51408 21948
internal_value=-1.13343e-05 -0.00642419 -0.0158069 -0.00866525 -9.0019e-06 -0.000203379 -0.000232528 -0.000498155 -0.000336962 -0.00130966 0.00232532 -0.000434927 -0.000466974 -0.000577551 -0.000977909 -0.00189486 -0.000110209 0.0015669 -0.00039485 -0.00236071 0.000369398 0.00199175 -0.000482368 -0.00242228 -0.000225058 6.3007e-05 0.000408391 4.17054e-05 0.000686329 0.00185552
internal_weight=1.32571e+06 482 161 116 1.32522e+06 358232 354321 183385 152995 30390 5430 147565 146683 137646 74136 26009 63510 9215 54295 22796 6135 3678 48127 5636 42491 966993 166094 132516 66658 33578
internal_count=1325707 482 161 116 1325225 358232 354321 183385 152995 30390 5430 147565 146683 137646 74136 26009 63510 9215 54295 22796 6135 3678 48127 5636 42491 966993 166094 132516 66658 33578
cat_boundaries=0 1 2 3
cat_threshold=690 1809 151
is_linear=0
shrinkage=0.05


Tree=152
num_leaves=31
num_cat=3
split_feature=99 93 36 13 16 107 31 83 56 54 52 56 60 56 76 136 12 120 17 136 117 78 65 6 36 67 25 56 111 136
split_gain=7.35827 7.29283 7.17485 7.78508 6.95497 8.18557 6.86775 11.4012 10.2711 8.32784 22.4902 20.7797 31.3932 18.3043 16.508 17.9497 12.7136 15.3118 14.2717 18.0896 14.4481 12.559 12.5285 12.366 12.36 12.0406 14.7013 11.8627 11.4591 13.85
threshold=0.10214221104979516 0.69856521487236034 7.1499998569488534 3.7849999666213994 20.04999923706055 -0.40384221076965326 1026.549987792969 288.51458740234381 254.13092803955081 6.055000066757203 6.4649999141693124 254.86667633056643 0.34873934090137487 227.14442443847659 17.335000038146976 0 2.0449999570846562 0.23343648016452792 14.039999961853029 1 -0.16504132002592084 1.075000047683716 0.40500000119209295 0.25000000745058065 11.750000000000002 11.484999656677248 232.50000000000003 111.71417617797853 -0.092057317495346055 2
decision_type=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 1
left_child=2 -2 3 -1 6 -6 9 -8 -9 10 11 14 -13 22 28 -16 18 -18 19 -11 24 -15 -12 27 -20 26 -21 -17 29 -4
right_child=1 -3 4 -5 5 -7 7 8 -10 16 13 12 -14 21 15 23 17 -19 20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0045550432727559645 -0.0014440771426857452 -0.0091020450053680962 0.00013323256306163202 -0.032188652124669814 0.0038635939821234384 -0.00015927179612771101 3.7066159190339188e-05 0.0079665163093804604 0.0017313358785892242 -0.00013926289114887333 -0.012534377779738535 -0.0017354317952075768 -4.7027836003234699e-05 -0.00019754651155200334 -0.00053486797301690008 -0.0033350424875104008 0.00019885361627554931 -0.0010248600485833659 0.0033415641498692264 0.0016208980819551111 0.0009158278556156181 0.0027065976723289159 -0.0004805794969623463 0.0015748745831023498 -0.0012249062349323236 -0.00085978720877346443 -0.003039387834397389 0.007908837768363125 7.2720049171543649e-06 0.0023089719392326152
leaf_weight=455 4320 335 18508 27 2525 2533 17339 717 8378 25861 223 40890 84269 4712 11206 282 152638 30705 1597 1852 21889 17731 6472 23643 20548 17119 19622 1395 775825 12091
leaf_count=455 4320 335 18508 27 2525 2533 17339 717 8378 25861 223 40890 84269 4712 11206 282 152638 30705 1597 1852 21889 17731 6472 23643 20548 17119 19622 1395 775825 12091
internal_value=-1.07644e-05 -0.00199519 -3.77184e-06 -0.00610298 -1.54566e-06 0.00184898 -8.66073e-06 0.000789128 0.00222288 -2.50203e-05 4.37279e-05 2.53391e-06 -0.000598637 0.0014124 9.17942e-05 0.00113147 -0.000259947 -6.08537e-06 -0.000688969 -0.00116298 4.85217e-06 0.00209686 -0.000882073 0.00186842 -0.000895592 -0.00184845 -0.00263747 0.0060181 4.47034e-05 0.00099376
internal_weight=1.32571e+06 4655 1.32105e+06 482 1.32057e+06 5058 1.31551e+06 26434 9095 1.28908e+06 997247 968109 125159 29138 842950 36526 291831 183343 108488 64454 44034 22443 6695 25320 22145 38593 21474 1677 806424 30599
internal_count=1325707 4655 1321052 482 1320570 5058 1315512 26434 9095 1289078 997247 968109 125159 29138 842950 36526 291831 183343 108488 64454 44034 22443 6695 25320 22145 38593 21474 1677 806424 30599
cat_boundaries=0 1 2 3
cat_threshold=4672 7456 4272
is_linear=0
shrinkage=0.05


Tree=153
num_leaves=31
num_cat=1
split_feature=104 69 69 12 35 56 36 67 136 109 85 14 2 109 38 36 61 30 20 118 130 8 34 78 14 38 120 68 67 61
split_gain=7.0346 8.92303 8.55293 14.1915 16.4674 11.3657 10.3571 8.21566 8.17893 16.0679 15.8001 13.0151 20.993 35.4751 21.6261 18.3843 15.0968 13.0318 12.3447 12.0523 11.8396 11.0867 10.9117 10.628 10.6117 10.6421 11.236 14.9615 10.571 13.1122
threshold=1.0000000180025095e-35 320.83593750000006 321.47706604003912 2.8149999380111699 5.1499998569488534 339.84855651855474 9.2500000000000018 20.615000724792484 0 0.22994823008775714 0.80402347445487987 1.3949999809265139 1.0000000180025095e-35 0.80228909850120556 20.050000190734867 19.150000572204593 0.56887289881706249 1015.8500061035157 7.1349999904632577 0.90255093574523937 202.50000000000003 2.5499999523162846 18.849999427795414 1.4550000429153445 1.2749999761581423 20.44999980926514 0.58068084716796886 283.63876342773443 8.6750001907348651 0.43546389043331152
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=2 -2 5 -4 -5 8 -6 -8 9 10 20 12 -11 14 15 16 21 19 22 -13 23 -14 -16 -1 -25 26 -26 -28 -19 -30
right_child=1 -3 3 4 6 -7 7 -9 -10 11 -12 17 13 -15 18 -17 -18 28 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0027923037300011666 -0.0015899514266870841 0.0041645037187934622 -0.0014931256981359966 -0.021430651309599012 -0.0057504069277083585 -0.0028686923275712678 0.0034793644261550704 0.00024910760141914104 -2.7077184101400508e-05 -0.0020443813279724305 0.0051597756688413834 -0.00050300251760115324 0.00037329643009165756 1.6753700641876965e-05 0.032489112128846746 -0.0050638153234758426 -0.00058792413846315628 3.4073447155528693e-05 0.0010716245191231852 0.0038424664872889745 -0.0050522160780288499 0.0050479731149312423 0.013163591640827518 0.0066564996129119553 0.0025498016474552062 -0.0083832628517306607 0.0020586641175851274 -0.0088062506908616524 0.0034554094586413246 0.00071915158884345058
leaf_weight=1281 10910 718 22237 82 522 3395 3231 5037 1074571 4614 2976 82800 1496 16032 95 653 1849 45632 155 1627 737 8335 316 1109 7165 266 755 546 5529 21036
leaf_count=1281 10910 718 22237 82 522 3395 3231 5037 1074571 4614 2976 82800 1496 16032 95 653 1849 45632 155 1627 737 8335 316 1109 7165 266 755 546 5529 21036
internal_value=-1.02255e-05 -0.00123463 6.08996e-07 -0.000818576 0.000872132 2.04723e-05 0.00108019 0.00151144 2.81379e-05 0.000317545 0.00190243 0.000193925 0.00108772 0.00158724 0.00353918 0.00310059 0.00355704 2.49614e-06 0.0130959 -0.000419261 0.00108501 0.00433662 0.0176306 0.00149169 0.00204934 0.00146421 0.00177361 -0.00250109 0.000495697 0.00128865
internal_weight=1.32571e+06 11628 1.31408e+06 31109 8872 1.28297e+06 8790 8268 1.27958e+06 205004 14835 190169 33545 28931 12899 12333 11680 156624 566 84427 11859 9831 411 11122 9841 8732 8466 1301 72197 26565
internal_count=1325707 11628 1314079 31109 8872 1282970 8790 8268 1279575 205004 14835 190169 33545 28931 12899 12333 11680 156624 566 84427 11859 9831 411 11122 9841 8732 8466 1301 72197 26565
cat_boundaries=0 1
cat_threshold=1280
is_linear=0
shrinkage=0.05


Tree=154
num_leaves=31
num_cat=3
split_feature=88 52 92 12 73 34 28 30 37 92 136 125 136 66 12 117 136 43 67 36 20 34 15 134 36 31 10 130 78 75
split_gain=6.99217 13.9088 12.0255 10.0978 8.79084 8.37985 8.79114 14 7.85251 7.83245 9.58559 7.97696 7.46864 7.37185 14.1288 12.0386 13.012 12.7428 11.1695 16.4229 26.2191 12.5522 12.0189 10.8443 19.6591 15.7715 10.2189 10.0053 13.6801 10.8253
threshold=1.0000000180025095e-35 1.1250000000000002 -0.4107599258422851 1.4650000333786013 0.45288738608360296 12.750000000000002 1018.4500122070314 1014.2500000000001 12.449999809265138 0.020862458273768428 0 0.63605400919914257 1 34.715000152587898 3.7150000333786015 0.49240480363368994 2 8.7500000000000018 15.805000305175783 12.050000190734865 6.5950000286102304 11.250000000000002 2.0449999570846562 1010.0499877929689 13.550000190734865 1006.3500061035157 4.2500000000000009 309.50000000000006 16.795000076293949 0.609399974346161
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 8 -5 6 7 -3 -2 10 -7 -12 -8 18 15 -15 -17 23 27 21 26 22 -20 25 -25 -18 -21 -1 -29 -30
right_child=1 5 -4 4 -6 9 12 -9 -10 -11 11 -13 -14 14 -16 16 17 -19 19 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=4.3212309828266433e-06 -0.0037080195409833721 -0.0015488379263730616 -0.001360003239325575 0.0094653492357905464 0.0028536963954655676 -0.003834175732942625 -0.0067070336755620701 0.0031889112725560853 0.0015341112923068962 -0.0049219920767269235 -0.0018108570816399211 0.00037759596203465972 7.6877150882709975e-05 -0.00015522001135962656 0.00048602492922759249 -0.00056657518259917335 -0.016652382205965995 -0.013403027547064348 0.0031953605873286163 0.0067794663003473005 0.00049847028839012774 -0.0015287615810198061 -7.7342956829511448e-05 -0.0033347229761314604 0.0072859751243956189 -0.0029700724312081593 0.0024018445378506874 -0.00033714532474182806 -0.0071395822866275258 -0.001780711572941542
leaf_weight=1065842 895 2850 4078 630 2489 3441 748 3443 3540 1735 10564 6873 882 22522 24744 11886 215 281 3144 1498 75096 14401 26047 1083 729 10333 12111 9607 1520 2480
leaf_count=1065842 895 2850 4078 630 2489 3441 748 3443 3540 1735 10564 6873 882 22522 24744 11886 215 281 3144 1498 75096 14401 26047 1083 729 10333 12111 9607 1520 2480
internal_value=-9.71421e-06 -0.000643241 0.000828061 0.00200928 0.00418917 -0.0012037 0.000195617 0.00104326 0.000476229 -0.00169398 -0.00142573 -0.000947709 -0.00307691 1.1099e-05 -0.000481188 -0.000989865 -0.00175628 -0.00287221 4.02658e-05 0.000473884 0.00086441 -0.000320794 0.000275142 -0.00263512 0.000938174 -0.00324896 0.00288371 -1.28784e-05 -0.00136013 -0.00381708
internal_weight=1.32571e+06 42168 11632 7554 3119 30536 7923 6293 4435 22613 20878 17437 1630 1.28354e+06 71793 47049 24527 12641 1.21175e+06 132297 88705 43592 29191 12360 1812 10548 13609 1.07945e+06 13607 4000
internal_count=1325707 42168 11632 7554 3119 30536 7923 6293 4435 22613 20878 17437 1630 1283539 71793 47049 24527 12641 1211746 132297 88705 43592 29191 12360 1812 10548 13609 1079449 13607 4000
cat_boundaries=0 1 2 3
cat_threshold=528 610 1171
is_linear=0
shrinkage=0.05


Tree=155
num_leaves=31
num_cat=3
split_feature=8 81 92 93 84 123 124 94 85 103 29 136 32 38 8 53 60 92 136 8 127 122 39 136 10 79 35 61 78 112
split_gain=8.09451 18.6082 10.7649 8.10348 7.60298 7.25471 13.2232 26.1557 12.845 14.0322 13.3714 12.8208 14.2076 12.8793 12.1228 15.8694 11.9556 12.5056 11.6219 11.1283 17.7839 13.7501 13.0284 12.7151 11.3743 10.701 10.4394 10.0916 9.61822 9.52041
threshold=17.050000190734867 214.69133758544925 -0.69758498668670643 -0.25795076787471766 0.89632135629653942 -0.44618082046508784 0.0087262028828263612 -0.3356426060199737 0.84609135985374462 0.87188714742660534 1.0000000180025095e-35 0 4.5499999523162851 9.1500000953674334 6.1499998569488534 1.8149999976158144 0.39115938544273382 -0.33370478451251978 1 5.9500000476837167 0.30069434642791754 -0.44618082046508784 11.050000190734865 2 3.8500000238418584 24.695000648498539 19.650000572204593 0.41071943938732153 17.134999275207523 -0.82409480214118946
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2
left_child=5 4 -3 -4 -2 8 -7 18 -1 10 -10 12 -12 -14 -15 26 17 -17 -8 24 23 28 -23 -21 -20 -13 -16 -19 -22 -27
right_child=1 2 3 -5 -6 6 7 -9 9 -11 11 25 13 14 15 16 -18 27 19 20 21 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=3.1614686713333876e-06 4.6440443213747437e-05 0.01195928276301467 0.0077119725059948754 0.0020517213354081091 -0.0074999580501245756 -0.00010388413597280369 0.0038982233332437509 0.00016146641129302804 0.032421737284429618 -0.0029059081961578105 -0.0060120182687773485 -0.00055852208188551854 -0.02632046385020342 -0.00072955295232967959 0.0018949742498741012 0.00024240268078776006 0.0006828278405292843 -0.0045702647108587877 -0.00043800569219941838 0.0024314864213881935 0.00068528065860472363 -0.00072110769449013502 0.0045457523571306689 0.0084636060984825297 0.0018343778018223714 -0.00037726076779390102 0.01916911308759485 2.5193798851646441e-05 -0.004246001239704221 -0.0028269164717056238
leaf_weight=520383 11221 327 709 5847 344 324280 4467 250957 31 5850 954 68052 46 25986 14329 6245 23266 3600 13493 1859 6103 1608 4352 1686 9304 6170 88 1788 1180 11105
leaf_count=520383 11221 327 709 5847 344 324280 4467 250957 31 5850 954 68052 46 25986 14329 6245 23266 3600 13493 1859 6103 1608 4352 1686 9304 6170 88 1788 1180 11105
internal_value=7.01777e-06 0.00104705 0.00310546 0.00266385 -0.000178027 -7.66003e-06 0.000116484 0.000358717 -0.000119423 -0.000500242 -0.000413188 -0.000419485 5.14751e-05 0.000128253 0.00014441 0.000604926 2.84412e-05 -0.00128033 0.00148242 0.00120852 0.00218574 0.00134377 0.00312476 0.00533109 0.000489408 -0.00084054 0.00200041 -0.00304527 -0.000113691 -0.00195199
internal_weight=1.32563e+06 18448 6883 6556 11565 1.30718e+06 619289 295009 687893 167510 161660 161629 76302 75348 75302 49316 34899 11633 44052 39585 16788 13243 5960 3545 22797 85327 14417 5388 7283 17275
internal_count=1325630 18448 6883 6556 11565 1307182 619289 295009 687893 167510 161660 161629 76302 75348 75302 49316 34899 11633 44052 39585 16788 13243 5960 3545 22797 85327 14417 5388 7283 17275
cat_boundaries=0 1 2 3
cat_threshold=3091 1280 6304
is_linear=0
shrinkage=0.05


Tree=156
num_leaves=31
num_cat=1
split_feature=4 81 57 37 84 87 79 72 64 120 76 104 38 81 0 136 32 21 29 35 39 74 64 70 35 76 54 61 52 17
split_gain=8.90014 15.4223 12.6571 8.25429 7.63113 7.21164 11.307 10.7618 8.09311 8.64864 8.17779 8.08545 8.77074 12.4502 9.89393 10.7192 8.76726 7.99279 7.94968 9.02425 7.72725 8.6631 7.44702 7.33621 10.409 9.18108 7.30102 14.967 14.799 12.2013
threshold=13.449999809265138 234.70426940917972 254.76713562011722 6.5499999523162851 0.90864086151123058 0.89221522212028515 3.435000061988831 0.91999459266662609 1.435000002384186 -0.9099266231060027 8.3949999809265154 -0.68267676234245289 17.650000572204593 332.18496704101568 294.50000000000006 0 17.250000000000004 5.3450000286102304 1012.2500000000001 17.250000000000004 8.7500000000000018 0.74256107211112987 5.7650001049041757 317.65992736816412 8.2500000000000018 36.514999389648445 20.224999427795414 0.73382529616355907 15.635000228881838 15.405000209808351
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=3 4 -3 -1 -2 26 -7 8 9 10 -8 20 14 18 -13 17 -15 -16 19 -14 21 -10 -17 -24 25 -25 28 29 -5 -28
right_child=1 2 -4 5 -6 6 7 -9 11 -11 -12 12 13 16 15 22 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.014374592915177346 -2.3264955538826096e-05 0.0060599472142356583 0.0015794203992133935 2.7008896380440688e-05 -0.010312239570741013 0.0025095944960883067 -0.00079315966512735953 -0.0030798994123478426 0.0087059175885385934 -0.0023104723206220281 0.0055487751644327649 0.0022074632805057187 0.016265400965221045 -0.0034898775265268657 0.0048302794265902872 -0.0017642645937656625 0.0324290030506941 -0.0033996426394284091 -0.00022373509602946256 0.0021000614824113867 -0.00051825544423341841 -0.01632680756222744 0.0040386525966696852 -0.0050890792609640852 0.00049002830582586202 -0.039227913127791503 -0.0015450033255041279 7.0084568206520018e-05 0.0010214055859113765 0.00028913619403169583
leaf_weight=100 11831 1989 7595 1060529 183 3038 1822 4139 45 9628 705 5053 205 23 324 1804 65 3298 616 249 41820 149 2137 54 1375 31 33939 81727 38784 12373
leaf_count=100 11831 1989 7595 1060529 183 3038 1822 4139 45 9628 705 5053 205 23 324 1804 65 3298 616 249 41820 149 2137 54 1375 31 33939 81727 38784 12373
internal_value=6.67246e-06 0.00101336 0.00250928 -1.00008e-05 -0.000179989 -8.89914e-06 -0.000479645 -0.00060313 -0.000455422 -0.00162719 0.000976157 -0.00020663 0.000780176 0.00496297 0.000436067 -0.000555938 0.0230411 -0.00265612 0.00347617 0.00849631 -0.00056444 -0.0105202 0.000855809 0.00217223 -0.000559648 -0.0175397 2.04728e-05 -0.000336855 6.20914e-05 -0.00105498
internal_weight=1.32563e+06 21598 9584 1.30403e+06 12014 1.30393e+06 76580 73542 69403 12155 2527 57248 15234 1158 14076 9023 88 3622 1070 454 42014 194 5401 3597 1460 85 1.22735e+06 128039 1.09931e+06 46312
internal_count=1325630 21598 9584 1304032 12014 1303932 76580 73542 69403 12155 2527 57248 15234 1158 14076 9023 88 3622 1070 454 42014 194 5401 3597 1460 85 1227352 128039 1099313 46312
cat_boundaries=0 1
cat_threshold=1284
is_linear=0
shrinkage=0.05


Tree=157
num_leaves=31
num_cat=0
split_feature=4 81 57 84 28 83 60 79 76 79 14 67 19 82 16 107 123 14 97 130 76 31 61 74 17 116 54 30 19 70
split_gain=8.05991 13.9928 12.4867 6.74791 6.70837 10.0527 9.18338 8.03516 29.7224 22.545 19.3716 15.4598 16.1396 13.1542 12.9799 14.2171 14.9602 14.1269 13.9645 12.6771 12.8607 13.0127 12.6725 13.2533 13.0178 12.0703 13.8612 11.5891 11.2017 10.5159
threshold=13.550000190734865 214.69133758544925 254.76713562011722 0.89632135629653942 1026.6499633789065 285.74462890625006 0.55840253829956066 9.0650000572204608 8.305000305175783 0.91500002145767223 1.185000002384186 2.2649999856948857 6.9049999713897714 178.67500305175784 14.039999961853029 -0.75744834542274464 -0.46173103153705591 1.6150000095367434 -0.65816375613212574 198.50000000000003 18.265000343322757 1018.0499877929689 0.48600694537162786 0.8515014946460725 13.344999790191652 -0.39873388409614557 9.9749999046325701 1002.0499877929689 10.405000209808351 307.64088439941412
decision_type=2 2 2 2 2 2 2 2 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 3 -3 -2 7 -6 -7 8 22 28 -11 13 -13 -9 15 -14 18 -16 -17 20 -15 -22 -1 24 29 -19 -27 -20 -10 -24
right_child=1 2 -4 -5 5 6 -8 11 9 10 -12 12 14 19 17 16 -18 25 27 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=5.0794380303785569e-05 3.4328033763281044e-05 0.0060784611972470688 0.0015046124091935252 -0.0065501439143352607 6.4369676111329121e-05 0.0046193931964956516 0.0011043894917060957 -0.0058356600366578984 -0.0035733427138646815 0.0045626209086872122 0.0010843216728456428 0.001500173835758758 -0.00072595740400232915 -0.0014165621848387176 0.0042041743966918224 -0.00012064050453430916 0.00059611268881909236 -0.0020196951452114273 -0.032761011801419722 -0.0046606549730659952 0.0012988117418791013 -0.0039806852818222629 -0.0010797780733007834 0.00045975375279232286 -0.00022263584282553774 0.0036506250694252904 0.00035380200914135831 -0.0021437184234951571 0.00034579300053690044 -0.0037011059501024495
leaf_weight=746863 10554 1874 7324 404 16418 2648 6230 1462 3656 4283 61200 14668 119076 23847 2572 31978 58807 4621 31 2223 9583 1329 48050 31050 63477 3571 29744 10293 3637 4157
leaf_count=746863 10554 1874 7324 404 16418 2648 6230 1462 3656 4283 61200 14668 119076 23847 2572 31978 58807 4621 31 2223 9583 1329 48050 31050 63477 3571 29744 10293 3637 4157
internal_value=6.33884e-06 0.000998554 0.00243649 -0.000208429 -8.98057e-06 0.000797332 0.00215279 -2.49131e-05 4.6469e-05 0.00101813 0.00131182 -0.000244737 -0.000113606 -0.00118398 -0.000204406 -0.000355734 8.02784e-05 0.000618149 -0.000636819 -0.00100009 -0.000765976 0.000655808 -3.26649e-05 -0.000457465 -0.00070365 0.000375023 0.000707185 -0.00223565 -0.00161888 -0.0012885
internal_weight=1.32563e+06 20156 9198 10958 1.30547e+06 25296 8878 1.28018e+06 966373 72776 65483 313805 275361 38444 260693 220185 101109 40508 42302 36982 34759 10912 893597 146734 115684 37936 33315 10324 7293 52207
internal_count=1325630 20156 9198 10958 1305474 25296 8878 1280178 966373 72776 65483 313805 275361 38444 260693 220185 101109 40508 42302 36982 34759 10912 893597 146734 115684 37936 33315 10324 7293 52207
is_linear=0
shrinkage=0.05


Tree=158
num_leaves=31
num_cat=3
split_feature=8 10 80 136 15 125 40 110 38 70 31 124 65 40 77 90 31 136 38 81 31 88 22 56 40 92 87 103 136 125
split_gain=7.08446 21.0752 35.3131 19.8712 11.8636 11.6532 11.3699 11.2774 10.9605 10.5547 15.0474 13.3426 12.7297 10.22 9.90628 9.38991 10.1318 9.21998 10.7981 12.4393 11.0413 9.27061 12.4186 9.90623 8.87226 8.78066 8.77898 8.6754 9.67983 14.8236
threshold=8.1500000953674334 7.6499998569488534 253.52493286132815 0 1.575000047683716 0.93663650751113903 9.3499999046325701 0.9947112798690797 11.949999809265138 305.27688598632818 1026.549987792969 -0.87878364324569691 20.134999275207523 4.2500000000000009 32.114999771118171 -0.78727519512176503 1015.1499938964845 1 9.2500000000000018 336.84570312500006 1009.0499877929689 -0.96197634935379017 7.4449999332427987 111.71417617797853 12.750000000000002 -0.18975391983985898 0.93179228901863109 0.31675881147384649 2 -0.55191597342491139
decision_type=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 1 2
left_child=9 2 -2 4 -4 -3 -6 8 -7 14 11 12 -11 17 27 16 -14 18 -13 -20 -21 22 -19 -23 -10 -16 -9 28 29 -1
right_child=1 5 3 -5 6 7 -8 26 24 10 -12 13 15 -15 25 -17 -18 21 19 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017125597805284058 -9.5047362826509898e-05 -8.9330504633990072e-05 0.0049637703438235557 0.0009941647880207826 0.0026765091316813044 0.00063218170907532352 -0.0039434424327081741 0.00010558374175739546 0.0029998683538993527 -0.0015310233152346696 0.0035969273659352606 -0.013258418451249599 -0.012736786146887825 -0.0028584152613531457 0.0081463714154684872 -0.0023065382981353436 -0.0020302486149012112 -0.00052227979155039148 0.0028639293474926127 0.028418859851857027 -0.0021341898179318714 -0.0038273635806724128 -0.0040403191853509201 -0.00017391455320341716 0.01681794839855915 0.0014523101356878345 -0.025704122989466695 7.6501813340594383e-05 -0.0005182964943531641 -0.00015321452075603176
leaf_weight=13037 42935 328379 6448 22013 9718 8955 695 20569 7474 6204 2101 125 714 4316 627 840 320 6382 5238 30 2063 1918 4133 56867 118 2240 33 561656 151442 58040
leaf_count=13037 42935 328379 6448 22013 9718 8955 695 20569 7474 6204 2101 125 714 4316 627 840 320 6382 5238 30 2063 1918 4133 56867 118 2240 33 561656 151442 58040
internal_value=6.02189e-06 0.000167984 0.000893418 0.00198514 0.00327639 5.62467e-06 0.00223467 0.000844982 0.00181705 -7.64697e-05 -0.000585511 -0.000684079 -0.0026219 -0.000490995 -1.74506e-05 -0.00623332 -0.00942335 -0.000357875 0.00131177 0.001562 -0.00169626 -0.000537624 -0.00190507 -0.000293117 0.00321464 0.00291627 6.42421e-05 -2.81764e-05 -0.000292393 0.000188981
internal_weight=1.32563e+06 447337 81809 38874 16861 365528 10413 37149 16547 878293 91251 89150 8078 81072 787042 1874 1034 76756 7456 7331 2093 69300 10515 58785 7592 2867 20602 784175 222519 71077
internal_count=1325630 447337 81809 38874 16861 365528 10413 37149 16547 878293 91251 89150 8078 81072 787042 1874 1034 76756 7456 7331 2093 69300 10515 58785 7592 2867 20602 784175 222519 71077
cat_boundaries=0 1 2 3
cat_threshold=3476 2068 842
is_linear=0
shrinkage=0.05


Tree=159
num_leaves=31
num_cat=2
split_feature=4 82 57 84 37 123 104 84 136 124 94 85 37 29 19 42 16 30 100 99 29 66 76 95 67 22 41 54 136 14
split_gain=7.28735 12.6374 10.803 8.1444 6.46924 6.25018 11.4606 11.92 14.7456 11.3818 18.2528 11.3587 13.6906 13.4615 11.4164 13.5293 13.8298 13.382 12.4771 11.1493 10.6033 10.3634 12.6967 10.2718 11.9309 16.9603 11.0923 14.8853 11.4409 13.3884
threshold=13.550000190734865 239.53665161132815 254.76713562011722 0.89880758523941051 6.5499999523162851 -0.44618082046508784 -0.97256663441658009 0.78943011164665233 0 0.0087262028828263612 -0.41276477277278895 0.84609135985374462 10.449999809265138 1.0000000180025095e-35 10.405000209808351 11.050000190734865 6.4600000381469735 1018.1499938964845 0.66678407788276683 -0.3014178574085235 1012.0499877929689 30.175000190734867 16.115000724792484 0.41946513950824743 0.99500000476837169 6.6849999427795419 18.050000190734867 3.1149998903274541 1 1.1749999523162844
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 1 2
left_child=4 3 -3 -2 -1 11 7 -7 -9 23 -11 -6 20 -14 15 16 17 -15 -17 -18 -13 22 -16 24 -8 26 28 -28 29 -26
right_child=1 2 -4 -5 5 6 9 8 -10 10 -12 12 13 14 21 18 19 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.012600404210388605 4.5445886632741858e-05 0.0054680933656955644 0.0013839467661127154 -0.0080011001680108124 3.2209037463990391e-06 0.00013059378882083651 -0.0026515583333404555 0.0036300361304132038 0.00087864478951865969 0.0013807555518766479 0.00012014755495997346 -0.0065911926643781428 0.033706212827357751 0.0016700624717916554 -5.4254384258384117e-05 -0.0027662158071361789 -0.00073730460656026321 -0.0040673873783474458 -0.012218840465609199 -0.0038970164603607388 -0.0016512424074470906 -0.0014306327428156617 0.0016469588203497161 7.8071320070681309e-05 0.004178517137382088 -0.00088636589131246054 0.0016069024351115027 0.05729439091217501 -0.00034482091796416987 0.00065372478468622599
leaf_weight=102 10692 2103 7037 324 520501 31430 6249 6544 19039 32657 237893 1239 29 9574 43405 2569 72301 1137 404 2904 8812 9199 14676 166871 3258 72264 30 20 26804 15563
leaf_count=102 10692 2103 7037 324 520501 31430 6249 6544 19039 32657 237893 1239 29 9574 43405 2569 72301 1137 404 2904 8812 9199 14676 166871 3258 72264 30 20 26804 15563
internal_value=5.72098e-06 0.000949186 0.00232366 -0.000191217 -8.84574e-06 -7.86185e-06 0.000107413 0.000782859 0.0015842 3.88439e-05 0.00027231 -0.000111701 -0.000471506 -0.000356407 -0.000362733 -0.000734658 -0.000619911 0.00106102 -0.00405073 -0.000859315 -0.0022602 0.000128648 0.000375611 -0.000178172 -0.000522485 -0.000409676 0.000344512 0.0238819 0.000318718 0.00126321
internal_weight=1.32563e+06 20156 9140 11016 1.30547e+06 1.30537e+06 618622 57013 25583 561609 270550 686750 166249 156198 156169 88889 85916 10711 2973 75205 10051 67280 58081 291059 124188 117939 45675 50 45625 18821
internal_count=1325630 20156 9140 11016 1305474 1305372 618622 57013 25583 561609 270550 686750 166249 156198 156169 88889 85916 10711 2973 75205 10051 67280 58081 291059 124188 117939 45675 50 45625 18821
cat_boundaries=0 1 2
cat_threshold=1940 2567
is_linear=0
shrinkage=0.05


Tree=160
num_leaves=31
num_cat=3
split_feature=93 18 61 19 136 92 53 136 88 34 136 61 92 60 53 134 31 10 6 60 13 28 22 83 64 39 52 91 60 52
split_gain=7.01307 25.6474 21.8039 20.9111 17.2982 15.5592 14.7203 14.7294 13.5625 13.4158 19.8342 12.6274 12.4601 24.0147 11.6685 11.6132 11.7425 19.4414 11.5174 10.964 10.8987 10.8718 10.6537 10.3415 14.0721 10.0749 10.0503 9.64376 9.5459 9.49122
threshold=-0.60750499367713917 15.405000209808351 0.31307955086231237 10.405000209808351 0 -0.36131212115287775 4.7349998950958261 1 -0.30069611966609949 12.34999990463257 2 0.63406053185462963 -0.86820372939109791 0.30329014360904699 1.235000014305115 1018.7500000000001 1018.4500122070314 9.1500000953674334 0.45000000298023229 0.56398019194602977 3.1149998903274541 1020.7500000000001 5.7449998855590829 276.87010192871099 4.2650001049041757 9.9499998092651385 1.1950000524520876 -0.18142416328191754 0.74915426969528209 0.92500001192092907
decision_type=2 2 2 2 1 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 2 5 6 8 14 7 15 23 10 -3 18 13 -2 -1 16 25 -18 29 27 -8 -19 -17 24 -5 -4 -15 -10 -28 -9
right_child=12 9 3 4 -6 -7 20 11 19 -11 -12 -13 -14 26 -16 22 17 21 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0038955196098159443 0.0011033057182952115 -0.0023051824887493672 0.028986346955981946 0.010990657510303002 4.2042841363038845e-05 0.00014083056450226307 -0.0020297149991116308 0.010785936265876088 0.0030656939627796576 -0.001809482234393543 0.0042142114047293653 -0.0035033976674052648 -1.3585970112550844e-05 -8.2561463601848721e-05 0.0015415764378636362 -0.002764437220240426 0.0076888820274694653 0.00015119920972072671 -0.00059499881123736159 -0.0012563866575826396 0.0061468700366441188 -0.017436745033014272 0.021113996939467534 0.0021222999596832801 0.0027915606284893884 0.00046470569522409237 -0.003130891846928191 -0.00059742661788603733 0.011406485650692494 0.0017330116164911505
leaf_weight=8088 7810 2182 31 812 30500 11930 13738 348 4755 19694 2487 3525 1100879 3930 15081 72 1372 395 31527 5433 420 113 133 16933 1472 25337 11960 2888 114 1723
leaf_count=8088 7810 2182 31 812 30500 11930 13738 348 4755 19694 2487 3525 1100879 3930 15081 72 1372 395 31527 5433 420 113 133 16933 1472 25337 11960 2888 114 1723
internal_value=1.05523e-05 0.000282594 0.000492364 0.000215709 0.000896267 0.0016079 -0.000327058 -6.93841e-06 0.00170252 -0.00123819 0.00117154 -0.00065625 -3.80631e-05 -0.0011696 0.00236331 0.000871007 0.000782125 0.00459496 -0.000357731 0.000460849 -0.00178715 -0.00376108 0.0127274 0.00254829 0.00570648 0.000499559 -0.00227878 0.00168154 -0.00299363 0.00325422
internal_weight=1.32568e+06 200989 176626 141527 62793 35099 78734 64576 32293 24363 4669 37123 1.12469e+06 23814 23169 27453 27248 1880 33598 13076 14158 508 205 19217 2284 25368 16004 7643 12074 2071
internal_count=1325682 200989 176626 141527 62793 35099 78734 64576 32293 24363 4669 37123 1124693 23814 23169 27453 27248 1880 33598 13076 14158 508 205 19217 2284 25368 16004 7643 12074 2071
cat_boundaries=0 1 2 3
cat_threshold=1793 3842 4322
is_linear=0
shrinkage=0.05


Tree=161
num_leaves=31
num_cat=1
split_feature=136 98 0 14 61 126 52 39 87 40 74 111 0 4 31 34 42 28 38 54 36 76 3 2 55 84 36 36 74 8
split_gain=6.55388 13.0945 25.4646 26.203 17.8309 17.184 17.2209 16.8952 16.215 16.1092 13.4225 17.205 16.2257 11.9121 15.0996 11.8144 12.718 11.5842 15.9297 11.1393 12.0384 10.8643 10.7958 10.2037 9.98665 9.91229 10.2759 11.3333 9.83029 10.5272
threshold=0 -0.61829656362533558 208.50000000000003 1.5249999761581423 0.57240015268325817 0.2503704726696015 1.3049999475479128 14.050000190734865 0.86903318762779247 10.050000190734865 0.62551823258399974 0.02359852381050587 69.500000000000014 4.4500000476837167 1009.3500061035157 13.550000190734865 10.34999990463257 1014.8500061035157 19.150000572204593 6.3350000381469735 21.650000572204593 1.794999957084656 282.50000000000006 144.50000000000003 23.454999923706058 0.87262627482414257 10.550000190734865 12.150000095367433 0.73520204424858104 5.9500000476837167
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 2 10 4 7 13 9 28 15 -7 11 -1 24 -5 -15 16 -9 21 -19 20 -17 -8 -23 -14 -12 26 -25 -28 29 -4
right_child=-2 -3 3 5 -6 6 17 8 -10 -11 12 -13 23 14 -16 19 -18 18 -20 -21 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0020329123877406512 -4.9651788402498454e-05 -0.0001043001605898669 -0.0017737854377078551 0.0011808677840677484 -0.0011511186612971024 0.0038058013235533305 -0.023314812599935314 0.013533311080032121 0.00035678986049001896 -0.0031290325569366655 0.0015679012760210966 -0.0022310096025809716 -0.0028234534904388563 -0.0024799346768327856 0.0066330274110097181 0.0054848860262415033 -0.0037094460596101332 0.00037247683496816482 0.0086382132675303074 0.0015607275439430102 0.026478146021321848 0.0032896134446685162 -0.0014423570060254295 0.0048006147782460483 -0.00032229385794725282 -0.0054031647329675333 -0.0028902997165403516 0.00087233932544504014 0.0061630416787830074 0.0027326737823207461
leaf_weight=2896 1029140 153178 2798 4744 2620 5374 55 707 2070 992 20107 12922 5356 546 2714 6622 126 28632 595 2145 69 1313 14700 1107 10710 839 2900 6458 833 2414
leaf_count=2896 1029140 153178 2798 4744 2620 5374 55 707 2070 992 20107 12922 5356 546 2714 6622 126 28632 595 2145 69 1313 14700 1107 10710 839 2900 6458 833 2414
internal_value=1.00254e-05 0.000217128 0.000560574 0.00115305 0.00269978 0.000624105 0.000290106 0.00326711 0.00437302 0.00272516 -0.000188916 -0.00145036 0.000231361 0.00277986 0.00510675 0.00523284 0.0109252 -5.21295e-05 0.00054075 0.00469621 0.00570138 -0.00113055 -0.00105435 -0.00102579 0.000910991 -0.000174034 0.000245196 -0.000293685 0.00111951 0.000313435
internal_weight=1.32568e+06 296542 143364 80069 20404 59665 51661 17784 11739 6366 63295 15818 47477 8004 3260 9669 833 45295 29227 8836 6691 16068 16013 16660 30817 11304 10465 9358 6045 5212
internal_count=1325682 296542 143364 80069 20404 59665 51661 17784 11739 6366 63295 15818 47477 8004 3260 9669 833 45295 29227 8836 6691 16068 16013 16660 30817 11304 10465 9358 6045 5212
cat_boundaries=0 1
cat_threshold=1296
is_linear=0
shrinkage=0.05


Tree=162
num_leaves=31
num_cat=2
split_feature=91 55 81 132 13 92 60 18 19 136 67 31 103 136 29 60 95 36 60 53 85 39 105 0 39 134 32 13 68 116
split_gain=6.57659 9.89668 8.15396 8.05668 7.26282 7.21277 28.4028 21.706 25.7179 20.8567 18.6588 14.6325 13.5969 13.2956 13.3733 13.1568 13.2903 12.816 12.7928 10.5597 10.2322 14.2998 10.1293 9.56826 10.8542 10.0411 10.3178 9.75715 9.56672 9.4159
threshold=1.0000000180025095e-35 3.4450000524520878 331.10787963867193 1018.2500000000001 3.7549999952316289 -0.36131212115287775 0.47448168694972997 15.405000209808351 10.405000209808351 0 8.305000305175783 1011.2500000000001 0.13237363100051883 1 1014.9500122070314 0.24610844254493716 -0.48842075467109675 15.250000000000002 0.64348867535591137 1.4950000047683718 0.86911490559577953 10.150000095367433 -0.83146065473556507 2.5000000000000004 11.550000190734865 1013.7500000000001 12.550000190734865 1.1150000095367434 202.99426269531253 -0.81408452987670887
decision_type=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 2
left_child=5 3 -3 4 -2 6 7 8 15 20 28 17 29 -13 -15 -1 -17 -12 -11 -18 21 22 -8 24 -23 -26 -27 -28 -10 -7
right_child=1 2 -4 -5 -6 12 9 -9 10 18 11 13 -14 14 -16 16 19 -19 -20 -21 -22 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0022478907265882355 -0.00019561438976383158 -0.0019719835508517675 0.0050445940818802989 0.01673144034608464 0.0096637433700070309 -0.0029352218188229084 0.046709783285342421 -0.001352556052015184 -0.0010580104609846364 -0.00060094402408316283 0.0019570460502791589 0.005980005856209003 3.5416547831853098e-05 0.0056390597674272833 0.0010823990107212645 0.00070104604229897594 0.00027556680504434541 -0.0063549115209399392 -0.0024200459599621939 -0.001626957273159551 -0.00088929121180113594 0.018360937543265107 0.0037309719106325741 0.0013580966590365363 -0.0031671665909099138 0.0093002219083968673 0.0073921693494044694 -0.0014800846002912473 0.0014892943594959039 -0.0004662770469104501
leaf_weight=8264 28966 12708 428 71 188 4012 29 11585 4207 29948 1698 5026 953279 2430 4773 42951 14493 638 14270 14682 10887 72 26 21489 3003 331 366 2021 29756 103085
leaf_count=8264 28966 12708 428 71 188 4012 29 11585 4207 29948 1698 5026 953279 2430 4773 42951 14493 638 14270 14682 10887 72 26 21489 3003 331 366 2021 29756 103085
internal_value=9.52412e-06 -0.00060344 -0.00174337 -9.10676e-05 -0.000132036 2.97574e-05 0.000288272 0.00072057 0.000906867 -0.000448479 0.00181581 0.00331295 -2.45955e-05 0.0040056 0.002616 0.000358179 0.000141661 -0.000313086 -0.00118773 -0.000681858 0.000406906 0.000923268 0.0263925 0.000871922 -0.000931531 -0.00117433 0.00102747 -0.000119697 0.00117376 -0.000558767
internal_weight=1.32568e+06 42361 13136 29225 29154 1.28332e+06 222945 140503 128918 82442 48528 14565 1.06038e+06 12229 7203 80390 72126 2336 44218 29175 38224 27337 55 27282 5793 5721 2718 2387 33963 107097
internal_count=1325682 42361 13136 29225 29154 1283321 222945 140503 128918 82442 48528 14565 1060376 12229 7203 80390 72126 2336 44218 29175 38224 27337 55 27282 5793 5721 2718 2387 33963 107097
cat_boundaries=0 1 2
cat_threshold=2848 5892
is_linear=0
shrinkage=0.05


Tree=163
num_leaves=31
num_cat=3
split_feature=93 61 92 24 18 60 136 56 19 136 34 136 92 60 4 53 60 52 77 119 53 13 12 117 12 39 15 20 52 2
split_gain=6.27503 23.2746 21.2689 21.596 17.8258 21.1504 15.0963 19.0725 15.0225 19.7449 12.4107 16.394 11.8608 21.3265 11.5355 11.5317 17.8788 10.589 10.9675 10.5408 9.911 10.4655 10.3928 10.8951 9.43257 10.5786 11.2229 11.2193 9.18051 9.16885
threshold=-0.60750499367713917 0.27087228000164038 -0.30901470780372614 217.50000000000003 15.405000209808351 0.53864896297454845 0 197.81071472167972 9.5450000762939471 1 12.34999990463257 2 -0.86820372939109791 0.30329014360904699 14.550000190734865 1.6250000000000002 0.41332770884037023 1.3350000381469729 5.8150000572204599 0.55191597342491161 4.9349999427795419 3.0149999856948857 2.0449999570846562 0.86159634590148937 1.3949999809265139 20.050000190734867 1.7150000333786013 7.0750000476837167 1.5049999952316286 286.50000000000006
decision_type=2 2 2 2 2 2 1 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 4 -4 5 8 7 -7 20 24 11 -6 13 -2 -1 -5 19 18 -8 -17 22 -22 -3 -24 25 26 -10 29 -18 -27
right_child=12 2 3 15 10 6 17 -9 9 -11 -12 -13 -14 -15 -16 16 28 -19 -20 -21 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0018807299380181625 0.0010009917819100661 0.00017249993785348848 -0.0055369503688282714 0.00058707975924692304 0.0043217032189079027 -0.00095501430109836956 -0.0062627031096185466 0.0023491938342376194 0.0034849819067145128 0.00078184057249007077 -0.0015957571392478409 -0.001930465499042447 -1.3054801824381811e-05 -0.0021861832814677601 0.019081571830997283 -0.00099565128973651035 -0.010056340703629181 -0.00092068687685817937 0.0002760483639795907 -0.0044031390160760532 -0.002072236479584696 0.0094835210265821132 0.0017831862153318845 0.0098893902108373351 0.0018970446049001513 0.0050856116390787069 0.013513999577584482 0.001362470749679 0.0019686601570677825 0.034115349164845508
leaf_weight=18063 7810 33580 2652 9199 2252 9189 1991 8323 6737 33616 17697 1948 1100879 16004 98 4092 167 18162 946 5096 5626 203 6446 443 10759 40 291 86 3202 85
leaf_count=18063 7810 33580 2652 9199 2252 9189 1991 8323 6737 33616 17697 1948 1100879 16004 98 4092 167 18162 946 5096 5626 203 6446 443 10759 40 291 86 3202 85
internal_value=9.05017e-06 0.000266379 9.67998e-05 -0.00127711 0.000308481 0.000520892 -0.000470143 0.000615039 0.000911701 0.00149827 -0.00101586 0.00142758 -3.6936e-05 -0.00114092 0.00197355 -0.000757851 -0.00174312 -0.00137048 -0.00415659 -0.00288557 0.00025778 -0.0016698 0.000535421 0.00230446 0.00283438 0.00423143 0.00390024 0.0152626 0.00137259 0.0248258
internal_weight=1.32568e+06 200989 182828 24408 158420 136523 38611 17512 97912 51614 21897 4200 1.12469e+06 23814 18161 21756 12557 21099 2937 9188 46298 5829 40469 6889 17998 7239 7028 211 3369 125
internal_count=1325682 200989 182828 24408 158420 136523 38611 17512 97912 51614 21897 4200 1124693 23814 18161 21756 12557 21099 2937 9188 46298 5829 40469 6889 17998 7239 7028 211 3369 125
cat_boundaries=0 1 2 3
cat_threshold=4640 3844 1813
is_linear=0
shrinkage=0.05


Tree=164
num_leaves=31
num_cat=0
split_feature=91 12 23 14 93 18 19 61 53 92 106 29 116 67 103 1 60 61 76 63 131 76 92 26 82 95 12 35 88 23
split_gain=6.0302 9.03405 10.3761 9.8215 8.45051 17.3827 18.2963 14.8361 14.4171 20.3962 17.1648 14.8525 14.3581 12.7982 12.7143 12.3848 11.6566 11.6507 10.6545 10.3234 9.86751 9.78031 9.72836 9.56543 9.33109 10.984 8.7659 8.59434 8.48184 8.33664
threshold=1.0000000180025095e-35 2.0049999952316289 5.5050001144409189 1.3550000190734866 -0.60750499367713917 15.405000209808351 10.405000209808351 0.53513389825820934 1.5249999761581423 -0.33370478451251978 -0.7304391860961913 1022.0499877929689 0.14780378341674807 2.9450000524520878 0.16984028369188311 232.50000000000003 0.42307929694652563 0.46659608185291296 35.655000686645515 0.35494047403335577 172.50000000000003 16.804999351501468 0.92731046676635753 286.50000000000006 319.56120300292974 -0.43582107126712794 1.1549999713897707 15.150000095367433 -0.99541977047920216 7.2249999046325692
decision_type=2 2 2 2 2 2 2 2 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 3 -3 -2 5 6 8 12 10 24 11 17 22 21 20 27 19 28 -14 -11 -6 -12 -8 -13 25 -10 -19 -7 -1 -22
right_child=1 2 -4 -5 14 15 7 -9 9 16 13 23 18 -15 -16 -17 -18 26 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0045380036164734327 -0.00017972983677030309 0.0042577504021797281 -5.2801315337285436e-06 -0.0019155738266604027 -0.00041062361942505957 0.0018075158292233614 0.001061725788260562 4.8283415285595292e-05 0.00012795115704869754 -0.0051642698560829293 -0.00043366262066934824 0.0008098478501376051 0.0026498468696804127 0.0047942890399492333 4.1415117123517532e-05 -0.0018768077986918551 0.0014489135558451193 -0.0041522110782991253 0.014341457900035709 -0.0013420408825184132 -0.0061090113149968941 0.0043326774414159351 -0.0067973303724429574 0.012313583852547045 0.002060035531167076 -0.0019806218699969765 -7.8413839162761587e-05 -0.0017126754280387673 0.00082940054684803744 -0.0004495979005778009
leaf_weight=770 17871 1749 7762 14979 137147 5142 25268 19701 35389 3995 3466 325 17950 4165 969433 13788 1445 2605 197 3167 1416 1561 400 407 4915 7482 2678 2616 16689 1204
leaf_count=770 17871 1749 7762 14979 137147 5142 25268 19701 35389 3995 3466 325 17950 4165 969433 13788 1445 2605 197 3167 1416 1561 400 407 4915 7482 2678 2616 16689 1204
internal_value=8.59885e-06 -0.000578351 0.000778659 -0.000971243 2.79734e-05 0.000351808 0.000539542 0.00118789 7.71475e-05 -0.000407031 0.00091301 0.000195788 0.0017003 0.00274461 -2.28618e-05 -0.000977608 -0.00264759 -2.98522e-05 0.00277677 -0.0034741 -0.000468691 0.0010464 0.000939253 0.00720605 -3.4712e-06 -0.000240045 -0.00208717 0.000620506 0.00059268 -0.00350827
internal_weight=1.32568e+06 42361 9511 32850 1.28332e+06 174121 152575 63516 89059 56393 32666 23474 43815 9192 1.1092e+06 21546 8607 22742 18147 7162 139767 5027 25668 732 47786 42871 5283 7758 17459 2620
internal_count=1325682 42361 9511 32850 1283321 174121 152575 63516 89059 56393 32666 23474 43815 9192 1109200 21546 8607 22742 18147 7162 139767 5027 25668 732 47786 42871 5283 7758 17459 2620
is_linear=0
shrinkage=0.05


Tree=165
num_leaves=31
num_cat=3
split_feature=104 43 43 16 64 33 2 123 0 76 127 22 39 136 79 39 32 4 136 34 103 105 55 121 67 135 10 69 136 32
split_gain=6.08471 7.88111 8.85168 6.35026 15.4632 9.26659 7.9871 7.47031 12.7534 19.6059 14.1918 14.1947 11.2961 10.5037 10.2268 14.3348 16.3063 15.1078 12.3139 11.4979 11.2239 10.6014 9.98117 14.3583 10.1635 11.7842 11.6264 10.2154 10.1478 9.8264
threshold=0.17472581565380099 13.34999990463257 6.9500000476837167 6.4600000381469735 1.685000002384186 18.250000000000004 312.50000000000006 -0.14780378341674802 200.50000000000003 5.2750000953674325 -0.55191597342491139 6.0050001144409189 12.050000190734865 0 28.515000343322757 11.150000095367433 10.949999809265138 15.650000095367433 1 5.9500000476837167 -0.18106228113174436 -0.78971248865127552 15.074999809265138 0.49240480363368994 18.144999504089359 1015.7500000000001 1.0000000180025095e-35 315.22882080078131 2 11.250000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2
left_child=3 2 -2 4 -1 -6 -7 14 22 -10 11 -11 -12 -13 20 17 19 -16 -18 -17 21 -5 24 -24 -9 26 -26 -28 -25 -29
right_child=1 -3 -4 7 5 6 -8 8 9 10 12 13 -14 -15 15 16 18 -19 -20 -21 -22 -23 23 28 25 -27 27 29 -30 -31
leaf_value=0.00011744534030067602 -0.001697503280891177 -0.013881599874233841 0.0062578084488396184 -0.00037617769557551385 0.0016745390757046286 0.0027518378694095826 0.014899194602342323 -2.3074922613821177e-05 0.00014715961495208142 0.0065873630333547059 -0.00046110009027594095 0.0036870235265665068 0.0015526011953726393 0.00089433204550073758 -0.0025077690268133978 -0.0030086234724610917 -0.002119735358558738 0.0067084067149687111 0.00025554435293092121 0.0032489734677265745 -2.2451929759963293e-05 -0.0019932776648645275 -0.00023796746732330455 0.0014932288170506651 0.0032842648455552537 0.0044932671573940418 0.00067979510046003782 0.0019933241542783443 -0.0027685759979915667 -0.0049678837299534321
leaf_weight=70279 6362 126 370 43155 13561 295 250 212323 113169 1941 11873 5655 16845 8354 13345 876 10036 460 11945 4531 692315 13246 41748 1610 3539 2328 12138 724 10413 1691
leaf_count=70279 6362 126 370 43155 13561 295 250 212323 113169 1941 11873 5655 16845 8354 13345 876 10036 460 11945 4531 692315 13246 41748 1610 3539 2328 12138 724 10413 1691
internal_value=-6.68286e-06 -0.00149216 -0.00126027 1.04278e-06 0.000420679 0.00193145 0.00832402 -2.76472e-05 0.000136359 0.00049726 0.00138426 0.00258014 0.000720068 0.00202493 -0.000119907 -0.000886913 -0.000224707 -0.00220067 -0.0008298 0.00223517 -7.77073e-05 -0.00075596 -6.24565e-05 -0.000676433 7.93916e-05 0.00114482 0.000713953 8.89046e-05 -0.00219894 -0.00288096
internal_weight=1.3255e+06 6858 6732 1.31864e+06 84385 14106 545 1.23426e+06 444351 157837 44668 15950 28718 14009 789909 41193 27388 13805 21981 5407 748716 56401 286514 53771 232743 20420 18092 14553 12023 2415
internal_count=1325503 6858 6732 1318645 84385 14106 545 1234260 444351 157837 44668 15950 28718 14009 789909 41193 27388 13805 21981 5407 748716 56401 286514 53771 232743 20420 18092 14553 12023 2415
cat_boundaries=0 1 2 3
cat_threshold=820 4896 4192
is_linear=0
shrinkage=0.05


Tree=166
num_leaves=31
num_cat=2
split_feature=16 24 94 80 71 24 67 82 54 111 136 79 34 32 53 79 67 31 136 135 19 53 111 133 93 35 4 67 107 132
split_gain=5.90909 13.9223 23.4684 9.75195 9.35423 9.08189 8.06966 7.59941 7.10349 11.1804 26.9312 17.5854 22.2857 22.8761 13.1631 12.7008 17.6272 25.4411 22.0003 19.2399 17.1204 17.4848 17.061 17.3493 13.8461 12.4672 12.4582 12.3621 12.1246 11.9521
threshold=18.219999313354496 241.50000000000003 -0.21220185607671735 280.97135925292974 293.06149291992193 287.50000000000006 4.8150000572204599 287.60340881347662 8.6750001907348651 -0.092057317495346055 0 1.4750000238418581 14.34999990463257 11.550000190734865 0.14500000327825549 24.355000495910648 7.2449998855590829 1012.5499877929689 1 1017.0499877929689 10.405000209808351 2.054999947547913 0.85735332965850841 1019.7500000000001 -0.62973535060882557 15.949999809265138 15.750000000000002 4.2950000762939462 0.074769306927919402 1014.6499938964845
decision_type=2 2 2 2 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
left_child=8 3 5 -2 -4 -3 -5 -7 9 10 14 27 13 -13 -1 16 -11 19 -19 28 -20 -22 23 24 -17 -23 -24 -12 -18 -16
right_child=1 2 4 6 -6 7 -8 -9 -10 15 11 12 -14 -15 29 22 17 18 20 -21 21 25 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022365033970184671 0.00014981060960820821 0.0041067067539965049 0.00025440488036108905 -0.0069987968502885078 0.0031543924473940383 0.0051965302458801682 -0.00010220930042736312 0.016370889966371274 -0.00026674471864653732 -4.4452882406877474e-05 -0.00033156421939206171 0.0047613797975557424 0.0059367400379667229 0.00034597189645580221 -0.00021444395029728867 0.00026698652683276885 -0.0012243858255658463 -0.00040318376482418065 0.00054530018142239596 0.0034355114916879443 0.0044496796525164773 0.001300999287217928 0.00069294097634868155 0.011757215824575569 -0.0020112121274409984 0.0044626192787694044 0.012559882146862659 -0.011987112742686483 0.032938986171323521 -0.010749081884080379
leaf_weight=5919 3086 883 12703 1153 3560 252 671 384 238771 843688 718 4212 3965 9664 41561 8928 23176 19443 26080 2494 7101 25734 10339 251 26363 3548 226 333 26 271
leaf_count=5919 3086 883 12703 1153 3560 252 671 384 238771 843688 718 4212 3965 9664 41561 8928 23176 19443 26080 2494 7101 25734 10339 251 26363 3548 226 333 26 271
internal_value=-6.34817e-06 0.000793567 0.00144435 -0.00156332 0.000889217 0.00738787 -0.00446173 0.0119433 -2.02809e-05 3.50257e-05 0.000662037 0.00225943 0.00263088 0.00168625 2.95714e-05 -6.86929e-06 3.24114e-05 0.00063509 0.00106572 -0.000737538 0.00152277 0.00222385 -0.000817317 -0.0013417 -0.00143487 0.00168408 0.000946791 -0.00402452 -0.0011861 -0.00028269
internal_weight=1.3255e+06 22692 17782 4910 16263 1519 1824 636 1.30281e+06 1.06404e+06 66643 18892 17841 13876 47751 997397 951290 107602 81906 25696 62463 36383 46107 35542 35291 29282 10565 1051 23202 41832
internal_count=1325503 22692 17782 4910 16263 1519 1824 636 1302811 1064040 66643 18892 17841 13876 47751 997397 951290 107602 81906 25696 62463 36383 46107 35542 35291 29282 10565 1051 23202 41832
cat_boundaries=0 1 2
cat_threshold=7328 224
is_linear=0
shrinkage=0.05


Tree=167
num_leaves=31
num_cat=3
split_feature=89 53 93 12 132 110 95 136 53 27 23 37 108 76 32 52 136 131 73 37 122 39 34 28 120 90 67 65 92 136
split_gain=5.8414 11.2745 11.7167 12.2707 9.32178 8.66065 8.44478 7.934 8.14596 7.42093 9.42321 6.64707 10.9555 10.5654 28.9834 27.3189 16.4237 15.7139 14.3279 14.2367 12.9749 14.3964 12.9184 12.809 11.5342 10.2675 15.0863 12.815 10.2342 14.1954
threshold=1.0000000180025095e-35 1.6250000000000002 -0.53780949115753163 2.3149999380111699 1016.8500061035157 0.91015931963920604 0.74975174665451061 0 0.034999999217689044 317.50000000000006 4.2149999141693124 12.449999809265138 -0.97166219353675831 11.074999809265138 11.949999809265138 1.0950000286102297 1 205.50000000000003 0.93822765350341808 12.949999809265138 -0.46173103153705591 14.84999990463257 12.949999809265138 1018.6499938964845 0.21643137186765674 -0.51503008604049672 35.254999160766609 11.614999771118166 1.0000000180025095e-35 2
decision_type=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 1
left_child=11 2 3 9 6 -5 -3 -4 -9 -2 -11 12 -1 -13 16 28 -15 18 20 -18 25 24 -19 -21 -22 26 -17 -27 -16 -30
right_child=1 4 7 5 -6 -7 -8 8 -10 10 -12 13 -14 14 15 17 19 22 -20 23 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0025967149577235224 0.00023361348334930484 -0.0010938019578962759 -6.6308416464346912e-05 0.0050791567230632738 0.01354914833297338 0.01971587762055951 -0.0051737560508222395 0.0083766610496827671 -0.0048678218109903682 0.032003120602718718 0.0032773494524614131 1.4261318032686606e-05 -0.00012528317428772898 -5.6676357800119595e-05 0.0037862929790422684 0.00043237644064531195 0.0015391074506481382 0.0010164854086414062 -0.0063008984501834418 0.0061559402088439373 0.00067132471206864401 0.0021857774514681531 -0.0035521727821796975 0.0017592759703532823 -0.001905868849155958 -0.0024091800765160729 -0.0020747780464508828 0.0011987530967536232 0.0021712740914925882 -0.0035982029730738658
leaf_weight=4534 8286 24016 3719 785 106 116 1339 124 1821 29 1837 728803 407492 5625 6431 38034 7161 2162 866 4891 23781 13316 5442 2505 5311 10189 7124 3245 5073 1340
leaf_count=4534 8286 24016 3719 785 106 116 1339 124 1821 29 1837 728803 407492 5625 6431 38034 7161 2162 866 4891 23781 13316 5442 2505 5311 10189 7124 3245 5073 1340
internal_value=-6.03091e-06 -0.000585011 0.000423857 0.00137144 -0.00124741 0.00696357 -0.00130926 -0.00142529 -0.00400286 0.000875128 0.00372378 1.29979e-05 -0.000152479 9.12499e-05 0.000485012 0.000195353 0.0022405 -6.06033e-05 0.000103067 0.00312605 0.000157976 0.000824102 -0.00225319 0.00466681 0.000200835 -0.000324155 3.68547e-05 -0.00153768 0.00237688 0.000963514
internal_weight=1.3255e+06 42178 16717 11053 25461 901 25355 5664 1945 10152 1866 1.28332e+06 412026 871299 142496 122314 20182 109470 101866 14557 101000 42408 7604 7396 29092 58592 45158 13434 12844 6413
internal_count=1325503 42178 16717 11053 25461 901 25355 5664 1945 10152 1866 1283325 412026 871299 142496 122314 20182 109470 101866 14557 101000 42408 7604 7396 29092 58592 45158 13434 12844 6413
cat_boundaries=0 1 2 3
cat_threshold=1427 6242 3473
is_linear=0
shrinkage=0.05


Tree=168
num_leaves=31
num_cat=3
split_feature=12 15 81 54 54 67 79 12 56 15 97 136 39 76 136 71 64 85 110 30 12 15 68 93 30 31 76 136 31 35
split_gain=5.62006 24.0074 31.5363 16.932 12.6882 11.8392 18.7661 13.955 12.1375 11.4111 11.0252 12.4009 14.4152 10.7967 10.683 10.4414 10.3427 12.0038 12.29 11.3636 10.3413 13.3577 10.113 9.64643 9.29691 14.8395 13.3816 9.09415 8.96377 9.9634
threshold=2.0449999570846562 2.0649999380111699 207.22806549072268 18.615000724792484 8.5349998474121112 12.654999732971193 9.2449998855590838 1.435000002384186 111.71417617797853 1.5950000286102297 -0.86963903903961171 0 10.750000000000002 7.555000066757203 1 292.60015869140631 6.5150001049041757 0.77498862147331249 -0.93591025471687306 1020.6499938964845 1.2649999856948855 1.435000002384186 289.48841857910162 -0.56141155958175648 1019.5499877929689 1015.5499877929689 0.90500000119209301 2 1012.3500061035157 15.449999809265138
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=4 2 -2 9 5 6 13 23 14 -4 11 -9 -13 16 -8 -11 -1 19 -19 -18 -15 -22 -6 28 25 26 -24 -10 -7 -30
right_child=1 -3 3 -5 22 7 8 10 27 15 -12 12 -14 20 -16 -17 17 18 -20 -21 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=9.0645977626428308e-06 -0.00012586678441922687 -3.9431499363413862e-05 0.0036529344027890209 -3.1935889085360603e-05 -0.00018180629126517001 -0.0020140102773093696 -0.00091405540590031335 1.5409284255490034e-05 -0.0012695254470285605 0.00062846688409098255 -0.00045258793451401756 0.012648636496542826 0.0023717671022520691 -0.0019864335226034641 -0.005822990261281023 0.002538414913144129 -0.0034975354888751621 -0.018551773266805398 -0.00012110294966807296 0.0013451722029040117 0.0017263486047740242 -0.00028932974762824431 -0.022446506990651999 0.0015183751402988374 -8.3526466831158067e-05 -0.0031684234206118844 -0.00052007213586785441 -0.00016278362460823108 0.0051399044198743591 0.014381659957920359
leaf_weight=562542 44288 411804 9981 10932 40883 337 2275 7926 32788 12840 17695 359 6891 3039 2177 16164 6654 91 14974 1481 24432 12386 70 4334 10070 11619 11715 42787 1613 356
leaf_count=562542 44288 411804 9981 10932 40883 337 2275 7926 32788 12840 17695 359 6891 3039 2177 16164 6654 91 14974 1481 24432 12386 70 4334 10070 11619 11715 42787 1613 356
internal_value=-5.72995e-06 0.000125292 0.000845357 0.00170706 -8.66314e-05 -2.44817e-05 -7.16429e-05 0.00081777 -0.000792583 0.0021947 0.000395438 0.00138422 0.00287668 2.05802e-05 -0.00332963 0.00169289 -3.36032e-05 -0.00106819 -0.000232433 -0.00261591 0.000816864 0.00104825 -0.000709438 0.0029085 -0.00135385 -0.00190044 -0.00065031 -0.00064313 0.00552117 0.00681084
internal_weight=1.3255e+06 506009 94205 49917 819494 745137 705626 39511 80027 38985 32871 15176 7250 625599 4452 29004 585742 23200 15065 8135 39857 36818 74357 6640 33474 23404 11785 75575 2306 1969
internal_count=1325503 506009 94205 49917 819494 745137 705626 39511 80027 38985 32871 15176 7250 625599 4452 29004 585742 23200 15065 8135 39857 36818 74357 6640 33474 23404 11785 75575 2306 1969
cat_boundaries=0 1 2 3
cat_threshold=2273 6789 1137
is_linear=0
shrinkage=0.05


Tree=169
num_leaves=31
num_cat=4
split_feature=104 43 43 79 2 0 76 4 126 20 3 75 52 85 9 79 90 136 60 136 94 8 136 4 98 8 136 4 39 52
split_gain=5.48485 7.06947 8.01528 6.21032 5.95449 16.5214 31.6594 10.7716 12.7151 11.8295 9.95796 11.8762 14.271 10.9174 10.1064 13.8979 11.662 10.0138 11.9534 9.66513 11.5464 9.34791 9.23201 8.65877 23.1398 11.6542 10.0972 8.46704 11.7861 8.75181
threshold=0.17472581565380099 13.34999990463257 6.9500000476837167 21.755000114440922 288.50000000000006 245.50000000000003 9.3850002288818377 2.1499999761581425 -0.64942333102226246 7.1349999904632577 264.50000000000006 0.89210012555122387 14.414999961853029 0.78079092502594005 15.449999809265138 14.385000228881838 0.0640145279467106 0 0.51689273118972789 1 -0.36107067763805384 3.3500000238418584 2 4.6499998569488534 -0.51753082871437062 8.2500000000000018 3 15.050000190734865 6.7500000000000009 1.3049999475479128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 1 2 2 2 1 2 2 2
left_child=4 2 3 -2 5 -1 19 -8 9 22 13 27 14 -6 15 16 -13 18 -15 20 21 -7 -9 -21 25 -25 -27 28 -12 -30
right_child=1 -3 -4 -5 10 6 7 8 -10 -11 11 12 -14 17 -16 -17 -18 -19 -20 23 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-6.6840095846484982e-05 -0.0022118795861406906 -0.013149944101164622 0.005957899164798594 0.0024575314338394095 1.5802653845930018e-06 0.0019418592156239646 -0.00049698512529146516 0.0048282260700648573 0.0018335279368978227 0.0025224443479807245 -0.015629537460371396 -0.00084574097011525916 8.0577681636405263e-05 0.0042243570827367963 0.0037678706416262512 -0.0042555427502045861 0.025035999897359447 0.00035640332510665967 0.00104502962818627 -8.22006962454835e-05 0.00093005688324097999 0.0095813932674430145 0.011629836721848504 0.0013108868549452778 4.0032818671841499e-05 0.014674320747466408 0.0036001361146290704 0.0025021032543647037 1.9099250603040504e-05 -0.0003927971894032984
leaf_weight=453997 5545 126 370 817 58644 790 3604 1419 18722 2860 123 4022 9547 4765 603 6853 44 15745 7789 121023 4947 812 813 13148 47089 207 5312 3018 313819 218930
leaf_count=453997 5545 126 370 817 58644 790 3604 1419 18722 2860 123 4022 9547 4765 603 6853 44 15745 7789 121023 4947 812 813 13148 47089 207 5312 3018 313819 218930
internal_value=-5.44653e-06 -0.0014158 -0.00119617 -0.00161224 1.88841e-06 0.000105682 0.000460498 0.00205052 0.00243606 0.00465143 -0.000106876 -0.000184564 -0.00134899 0.000390792 -0.00253352 -0.00288151 -0.000565663 0.00119735 0.00224998 0.000234999 0.00212154 0.00581408 0.00737943 0.000168729 0.000630587 0.00212031 0.00404861 -0.000138783 -0.00015374 -0.000150167
internal_weight=1.3255e+06 6858 6732 6362 1.31864e+06 674743 220746 27418 23814 5092 643902 556959 21069 86943 11522 10919 4066 28299 12554 193328 6549 1602 2232 186779 65756 18667 5519 535890 532872 532749
internal_count=1325503 6858 6732 6362 1318645 674743 220746 27418 23814 5092 643902 556959 21069 86943 11522 10919 4066 28299 12554 193328 6549 1602 2232 186779 65756 18667 5519 535890 532872 532749
cat_boundaries=0 1 2 3 4
cat_threshold=1799 256 2274 16
is_linear=0
shrinkage=0.05


Tree=170
num_leaves=31
num_cat=1
split_feature=70 12 36 104 126 43 39 73 30 105 35 35 8 92 136 117 109 16 32 32 0 15 36 61 86 38 128 122 5 66
split_gain=7.18785 11.4828 10.1637 9.98932 9.09378 11.3916 9.4252 9.51591 8.16779 9.85398 7.67227 7.64943 7.55358 7.37068 10.3794 9.16082 9.08588 8.56014 7.59224 8.56656 9.14077 8.17286 6.97151 6.78391 8.19149 8.40752 9.5394 7.65232 7.62761 7.38485
threshold=319.62812805175787 3.7150000333786015 6.9500000476837167 1.0000000180025095e-35 0.95878320932388317 10.84999990463257 9.5500001907348651 0.89663043618202221 1004.2500000000001 -0.5755898356437682 8.0500001907348651 17.349999427795414 15.150000095367433 -0.30901470780372614 0 -0.35019405186176294 0.68693709373474132 8.0099999904632586 8.1500000953674334 11.650000095367433 336.50000000000006 2.3850001096725468 13.150000095367433 0.38881947100162512 0.82869043946266185 12.050000190734865 332.50000000000006 0.36648726463317877 14.050000190734865 21.304999351501468
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 4 10 -4 5 6 7 -2 9 -3 -1 -5 -6 17 18 16 -16 -8 21 -20 -21 -15 -22 24 -17 27 28 -26 -27 -25
right_child=1 8 3 11 12 -7 13 -9 -10 -11 -12 -13 -14 14 15 23 -18 -19 19 20 22 -23 -24 29 25 26 -28 -29 -30 -31
leaf_value=0.0039695798517266545 -0.0040453028128122478 0.0038239053797063439 3.6049744146291896e-05 -0.0012388397936228678 0.00022814693902159261 -0.0073488188757957519 0.0028437832590410754 -0.020067752564442345 0.0028716888837901433 -0.019908980639086346 -0.015701767951461741 -0.0085635634172937479 0.0077628095465865233 -0.0024812477581361509 0.001729692599306313 0.0011793827091998263 -0.019919162267615323 -0.00067172208373177155 0.0016378567728018178 -0.0099654585266152288 0.020240920568083198 -0.029763188532017398 -0.0057704743430868058 0.0012242321939454368 -0.007500608179529313 -0.0027468525935290477 0.013495396083873727 0.0070495376805054773 0.012588021466620717 -0.0017485617891735178
leaf_weight=69 1264 86 1274082 10472 8034 766 2227 100 2951 89 176 369 347 47 78 1325 128 7784 352 659 47 66 57 4461 1321 3524 97 97 83 3929
leaf_count=69 1264 86 1274082 10472 8034 766 2227 100 2951 89 176 369 347 47 78 1325 128 7784 352 659 47 66 57 4461 1321 3524 97 97 83 3929
internal_value=7.24529e-07 -0.000660026 2.12483e-05 2.31899e-05 -0.000907207 -0.00133414 -0.00116749 -0.00521997 0.0022493 -0.00824596 -0.0101617 -0.00148815 0.000540106 -0.000957167 -0.00161396 -0.00124968 -0.011722 0.000110321 -0.0060172 -0.00481462 -0.00779139 -0.0184158 0.00598468 -0.00110512 -0.00232478 -0.00323127 -0.00197788 -0.00650529 -0.00239398 -0.000167914
internal_weight=1.32509e+06 39919 1.28517e+06 1.28492e+06 36793 28412 27646 1364 3126 175 245 10841 8381 26282 16271 15043 206 10011 1228 1115 763 113 104 14837 6447 5122 3704 1418 3607 8390
internal_count=1325087 39919 1285168 1284923 36793 28412 27646 1364 3126 175 245 10841 8381 26282 16271 15043 206 10011 1228 1115 763 113 104 14837 6447 5122 3704 1418 3607 8390
cat_boundaries=0 1
cat_threshold=4608
is_linear=0
shrinkage=0.05


Tree=171
num_leaves=31
num_cat=2
split_feature=70 12 34 31 3 41 39 52 65 92 36 104 67 81 75 75 122 20 136 93 136 52 27 116 30 12 7 37 58 84
split_gain=6.48703 10.3959 12.437 10.5885 12.7714 10.1944 9.75346 10.529 13.0654 9.84864 9.17278 9.01536 8.19556 7.87552 7.78928 7.68722 7.31351 7.1736 9.44501 9.49027 8.55156 10.6917 9.78301 8.40458 7.81805 7.59189 7.55307 10.22 8.00737 8.33564
threshold=319.62812805175787 3.1550000905990605 5.5499999523162851 1003.9500122070314 274.50000000000006 11.650000095367433 9.4499998092651385 0.54500001668930065 1.4450000524520876 0.92731046676635753 6.9500000476837167 1.0000000180025095e-35 10.875000000000002 325.01501464843756 0.89358267188072216 0.52410879731178295 -0.41467745602130884 5.6549999713897714 0 -0.46001733839511866 1 7.6449999809265146 334.50000000000006 0.63605400919914257 1020.4500122070314 1.4149999618530276 11.150000095367433 11.150000095367433 213.099235534668 0.83682337403297435
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2
left_child=10 5 -3 4 13 6 9 8 15 12 -1 -12 -2 -4 -5 -8 -14 18 24 23 21 22 -19 -20 25 -9 28 -28 29 -24
right_child=1 2 3 14 -6 -7 7 17 -10 -11 11 -13 16 -15 -16 -17 -18 20 19 -21 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0096535903059553653 -8.5391349070024767e-05 -0.015764748907178015 0.0040323815735117084 0.0028494327544972969 -0.037168046936858448 -0.0065587500410367872 0.001021026003738472 -0.013209535506668322 0.0036088343858349647 -0.0163412632494036 3.4247257890341493e-05 -0.0014137469696136246 -0.016414444618910718 -0.01173341529476018 -0.0012692925952310018 -0.0080158206685467231 -0.0040074774421277361 -4.9682742531365173e-05 -0.0015779506616566458 0.00014784271859004069 -0.0022109531484597734 0.002372288575371148 -0.010127401470586106 0.0086341514421511573 0.0067826743319088882 -0.0021898683563195231 -0.0029810554878791917 0.016278184661552168 -0.0065204373542634281 0.0043021385184638401
leaf_weight=245 773 107 155 4880 32 803 502 228 2721 165 1274082 10841 178 162 1501 443 357 5561 267 1700 12616 2789 135 821 153 497 204 104 1678 387
leaf_count=245 773 107 155 4880 32 803 502 228 2721 165 1274082 10841 178 162 1501 443 357 5561 267 1700 12616 2789 135 821 153 497 204 104 1678 387
internal_value=6.88303e-07 -0.000627025 0.00114788 0.00141677 -0.00706353 -0.00099384 -0.000855403 -0.00066535 0.00184975 -0.00483011 2.01859e-05 2.20304e-05 -0.00337802 -0.00402459 0.00188059 -0.00321529 -0.0081354 -0.00100508 0.0010519 0.00247272 -0.00132633 -0.000296167 -0.00121887 0.00612806 -0.00344864 -0.00565536 -0.00381131 0.00352206 -0.00483798 0.000570361
internal_weight=1.32509e+06 39919 6837 6730 349 33082 32279 30806 3666 1473 1.28517e+06 1.28492e+06 1308 317 6381 945 535 27140 3666 2788 23474 10858 8069 1088 878 725 2508 308 2200 522
internal_count=1325087 39919 6837 6730 349 33082 32279 30806 3666 1473 1285168 1284923 1308 317 6381 945 535 27140 3666 2788 23474 10858 8069 1088 878 725 2508 308 2200 522
cat_boundaries=0 1 2
cat_threshold=4658 151
is_linear=0
shrinkage=0.05


Tree=172
num_leaves=31
num_cat=4
split_feature=89 126 62 132 93 53 80 136 10 136 83 93 61 92 99 136 32 31 125 135 17 37 19 92 52 32 15 136 24 16
split_gain=6.36041 12.0627 9.92316 8.23344 7.92281 10.3724 8.96959 7.87224 8.22763 7.86983 7.61868 7.11252 17.6016 16.0494 16.2156 13.4445 14.7701 15.4429 26.0992 15.8229 13.1161 11.868 11.627 11.3133 18.1537 11.0073 13.0196 10.3976 9.81505 11.5363
threshold=1.0000000180025095e-35 0.82409480214118969 0.20285778492689135 1016.7500000000001 -0.53780949115753163 1.6649999618530276 154.47190093994143 0 1.7500000000000002 1 328.01097106933599 -0.60750499367713917 0.26462988555431372 -0.36131212115287775 -0.66471904516220082 2 12.550000190734865 1017.9500122070314 -0.0087262028828264185 1017.4500122070314 15.405000209808351 12.84999990463257 10.405000209808351 -0.85578683018684376 2.7350000143051152 9.5500001907348651 1.6449999809265139 3 217.50000000000003 14.039999961853029
decision_type=2 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 1 2 2
left_child=11 3 -3 4 5 9 -7 -4 -9 -2 -5 12 -1 15 28 -14 17 19 21 27 22 -19 -18 24 -13 26 -20 -17 -15 -30
right_child=1 2 7 10 -6 6 -8 8 -10 -11 -12 23 13 14 -16 16 20 18 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0022334778903530393 0.0025896251131867516 -0.0043289741632162055 -0.00044894271001362415 0.014726380349099134 -0.0028644369142039228 -0.0093136322925199324 -0.0013271999557362907 -0.0068561008772854001 0.0028760649813088851 -0.00051925706436384484 -0.0083808201343499797 -4.2051204621604851e-05 -0.00048571749584695885 -0.0040120118999305027 -0.0038027094051878256 -0.00017071569872348987 -1.2125378556869423e-05 0.016580634981299393 0.0024315982972199037 0.0158906479946921 -0.0010828030769133882 0.0030422295631012987 0.0012943616721206811 -2.0346533757149146e-06 -0.0029390470580614235 0.0039077474600601536 -0.014856071711156538 0.0023622702078432648 -0.00044552641876283232 0.0040766703714880184
leaf_weight=11255 3199 841 3751 148 5549 359 16978 226 5557 5563 47 14548 32563 1711 4282 8308 33228 577 269 182 12872 225 34932 1091311 8607 2513 183 7902 15853 1548
leaf_count=11255 3199 841 3751 148 5549 359 16978 226 5557 5563 47 14548 32563 1711 4282 8308 33228 577 269 182 12872 225 34932 1091311 8607 2513 183 7902 15853 1548
internal_value=6.53054e-07 -0.000603202 0.000877463 -0.00108563 -0.00114874 -0.000783958 -0.00149258 0.00133673 0.00249142 0.000618157 0.00915695 2.05254e-05 0.00032339 0.000186589 -0.00102163 0.000397911 0.00068224 0.00189342 0.00478023 0.00123001 0.000381009 0.0127825 0.000657449 -2.52395e-05 -0.0011189 0.00261572 -0.00456761 0.00106541 -0.000398535 -4.323e-05
internal_weight=1.32509e+06 42218 10375 31843 31648 26099 17337 9534 5783 8762 195 1.28287e+06 168403 157148 23394 133754 101191 20159 3767 16392 81032 802 68160 1.11447e+06 23155 2965 452 16210 19112 17401
internal_count=1325087 42218 10375 31843 31648 26099 17337 9534 5783 8762 195 1282869 168403 157148 23394 133754 101191 20159 3767 16392 81032 802 68160 1114466 23155 2965 452 16210 19112 17401
cat_boundaries=0 1 2 3 4
cat_threshold=545 3331 4304 261
is_linear=0
shrinkage=0.05


Tree=173
num_leaves=31
num_cat=2
split_feature=88 124 56 76 52 136 92 29 133 30 111 93 136 11 33 32 66 27 67 65 60 104 68 43 32 39 71 36 20 64
split_gain=5.81153 11.445 10.6515 10.4615 8.33103 7.31234 9.73676 7.78759 7.05636 8.33101 6.70829 7.65875 7.01339 6.29012 6.26296 6.0674 5.97861 12.097 11.7684 15.3964 11.4737 10.2538 13.2971 11.6345 10.4444 10.4722 9.98485 8.89339 16.7242 8.74185
threshold=0.020642740651965145 0.6755644977092744 111.71417617797853 16.804999351501468 3.7250000238418584 0 -0.015703605487942692 1013.0499877929689 1017.8500061035157 1008.7500000000001 0.057708380743861205 0.92863643169403087 1 7.2500000000000009 15.550000190734865 16.750000000000004 29.664999961853031 214.50000000000003 18.144999504089359 20.425000190734867 0.75513029098510753 -0.73980924487113942 302.43199157714849 8.7500000000000018 12.34999990463257 11.34999990463257 251.59757232666018 12.050000190734865 7.4149999618530282 30.744999885559086
decision_type=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 2 2
left_child=16 2 -2 10 5 6 7 -3 9 -5 12 -12 13 -4 -8 -9 18 -18 29 27 21 22 -19 24 25 -24 -23 -20 -29 -1
right_child=1 4 3 8 -6 -7 14 15 -10 -11 11 -13 -14 -15 -16 -17 17 20 19 -21 -22 26 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-8.8667380004159677e-06 -0.0039507784311916937 -0.00012515311072705301 0.0056831297916838863 -0.0041370688440849302 -0.001455944130202157 1.8907585874620005e-05 -0.0018797767689702879 0.0045790789697996914 0.02710635659417936 0.0032802705308423033 -0.0018043475907336321 -0.010532798278163613 -0.00082223258569096502 -0.0030433953315002361 0.0084097007424993944 0.014172064313424926 0.0032714676807864156 -0.00073683599219269381 0.00025047653371319784 -0.00011557689769427253 0.00013589225701938422 -0.0033594451386857642 -0.0037918941611716269 -0.011560628257223135 -0.0043539784252341869 0.00058583361862844135 0.00026346537973027679 0.002798834659434239 0.00054101612428312704 0.0015231971930034297
leaf_weight=1091029 3322 918 878 468 4573 7419 1426 2597 28 1981 11367 257 3967 270 165 176 2233 17321 16646 41349 43502 2127 2303 380 4866 3358 17963 16396 16411 9391
leaf_count=1091029 3322 918 878 468 4573 7419 1426 2597 28 1981 11367 257 3967 270 165 176 2233 17321 16646 41349 43502 2127 2303 380 4866 3358 17963 16396 16411 9391
internal_value=6.21656e-07 -0.000594333 -0.00133651 -0.000884568 0.000374015 0.00103289 0.00245244 0.0038665 0.00214818 0.00186283 -0.00133335 -0.00199733 0.000175572 0.00359937 -0.000812672 0.00518794 1.90507e-05 -0.000364729 4.9352e-05 0.000596449 -0.000453159 -0.000983498 -0.00159798 -0.00296553 -0.00265526 -0.00119511 -0.000120105 0.00119179 0.00166941 4.20792e-06
internal_weight=1.32509e+06 39812 22538 19216 17274 12701 5282 3691 2477 2449 16739 11624 5115 1148 1591 2773 1.28528e+06 94053 1.19122e+06 90802 91820 48318 28228 10907 10527 5661 20090 49453 32807 1.10042e+06
internal_count=1325087 39812 22538 19216 17274 12701 5282 3691 2477 2449 16739 11624 5115 1148 1591 2773 1285275 94053 1191222 90802 91820 48318 28228 10907 10527 5661 20090 49453 32807 1100420
cat_boundaries=0 1 2
cat_threshold=5510 6467
is_linear=0
shrinkage=0.05


Tree=174
num_leaves=31
num_cat=1
split_feature=70 38 75 12 54 136 72 43 73 36 52 104 93 52 76 64 63 86 122 12 39 40 2 67 88 32 68 35 73 32
split_gain=5.84858 9.72361 11.1505 10.2643 10.3614 9.01535 11.2491 8.91318 12.6757 8.31105 8.20726 8.16647 7.89038 14.2475 9.18405 8.92653 9.28874 7.90107 9.34715 12.6884 8.15263 7.87832 7.74123 7.59925 7.15566 7.06184 7.02282 6.94064 6.82509 7.46472
threshold=319.62812805175787 9.5500001907348651 0.89666721224784862 3.7150000333786015 2.245000004768372 0 0.85977336764335643 8.4499998092651385 0.84768083691596996 6.9500000476837167 7.6449999809265146 1.0000000180025095e-35 -0.35482648015022272 0.14500000327825549 19.704999923706058 1.7649999856948855 0.35896688699722296 0.81668126583099376 -0.26722820103168482 1.544999957084656 13.050000190734865 10.34999990463257 192.50000000000003 94.909999847412124 -0.87600004673004139 15.34999990463257 330.42692565917974 8.0500001907348651 0.79426446557044994 19.550000190734867
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=9 2 23 4 7 10 -7 12 26 27 -6 -11 13 15 -15 16 -3 22 20 -20 -19 -10 -14 -2 -8 -16 -9 -1 29 -22
right_child=1 3 -4 -5 5 6 24 8 21 11 -12 -13 17 14 25 -17 -18 18 19 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0042515300345030487 -0.0025124227465293334 -0.0026164275063994403 -0.016408532419070872 0.0024222505548691002 -0.0013914768307885512 -0.0012927669906626948 -0.0088107909598009685 -0.002842505007708193 -0.0067555883734546022 3.2486734823427801e-05 0.0017968524644959472 -0.0013456503386859819 -0.0018432129401421986 0.00024581830202012378 0.0043644189700276807 0.025299901586851845 0.026677645010089401 -0.0054859235907252328 -0.0066813427055159875 0.0021051529696184596 -0.0033458055660910476 0.013219006057472234 0.0068307713515376447 -0.032070935466750099 -0.0033598000085950362 0.018960369627738342 -0.011325719174966824 -0.014458396112207662 0.0044643644274294601 0.022389095899616851
leaf_weight=69 1871 94 165 2943 4719 10002 787 720 71 1274082 3527 10841 396 2706 1203 106 38 1455 472 3173 994 162 734 22 2562 89 369 176 510 29
leaf_count=69 1871 94 165 2943 4719 10002 787 720 71 1274082 3527 10841 396 2706 1203 106 38 1455 472 3173 994 162 734 22 2562 89 369 176 510 29
internal_value=5.90271e-07 -0.000595433 -0.00394252 -0.000413496 -0.000652502 -0.00132894 -0.00213099 0.000444184 -0.00345232 1.91035e-05 -2.77229e-05 2.08593e-05 0.000873484 0.00260922 0.00190171 0.0144941 0.00581671 -7.36454e-05 -0.000732034 0.000967368 -0.0028051 0.00713233 0.00379104 -0.00285594 -0.00464076 0.00536987 -0.00571698 -0.00918907 -0.000260679 -0.00261627
internal_weight=1.32509e+06 39919 2058 37861 34918 21597 13351 13321 1322 1.28517e+06 8246 1.28492e+06 11999 4236 3998 238 132 7763 6633 3645 2988 233 1130 1893 3349 1292 1089 245 1533 1023
internal_count=1325087 39919 2058 37861 34918 21597 13351 13321 1322 1285168 8246 1284923 11999 4236 3998 238 132 7763 6633 3645 2988 233 1130 1893 3349 1292 1089 245 1533 1023
cat_boundaries=0 1
cat_threshold=151
is_linear=0
shrinkage=0.05


Tree=175
num_leaves=31
num_cat=6
split_feature=12 15 81 54 136 56 60 16 67 116 116 94 72 28 136 55 52 38 79 29 28 136 81 136 23 67 20 136 111 136
split_gain=6.19855 20.1644 27.2937 13.2852 12.3165 12.0906 21.383 15.572 15.4027 14.0118 13.7639 14.4864 12.973 15.5121 20.9571 12.8297 22.1858 11.2875 16.6116 15.0628 14.3443 12.1291 11.5687 17.4444 10.7104 10.6939 12.322 13.4125 11.4169 11.7597
threshold=2.0449999570846562 1.8949999809265139 228.9866638183594 21.675000190734867 0 254.86667633056643 0.31506322324275976 17.029999732971195 17.914999961853031 -0.79332312941551197 -0.53727915883064259 -0.38705195486545557 0.73391631245613109 1021.9500122070314 1 2.685000061988831 2.245000004768372 13.650000095367433 1.1649999618530276 1011.6499938964845 1021.9500122070314 2 282.71937561035162 3 7.4049999713897714 5.8849999904632577 5.9349999427795419 4 -0.092057317495346055 5
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 1 2 2 2 1 2 1
left_child=5 2 -2 4 -4 8 9 15 12 -7 -9 -12 25 -14 -15 16 -8 19 21 -17 -21 -19 -20 24 -24 28 27 -27 29 -1
right_child=1 -3 3 -5 -6 6 7 10 -10 -11 11 -13 13 14 -16 17 -18 18 22 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0026750359971080642 -9.5901551117858776e-05 3.3905022189975492e-05 0.0042934055667389935 -0.000297719067298896 0.0018340427068663486 -0.0076933678110790828 -0.00047747561268858996 -0.0058717488049426104 0.0018502900221121718 -0.0016432148123338378 0.0083298090044927574 0.0016259006736468449 -0.00096138531169720216 -0.0010829198626107312 0.0085627226799431192 0.0016985762388619053 0.001870922970363995 -0.0021514788472181945 0.0012344756907814319 -0.0020498592605395355 -3.5110107131422664e-05 -0.010278053171680665 -0.00066347310490486749 0.00018768129345169012 -0.004804890067103107 -0.00039913551228859762 0.00038434560209166799 0.0040069028003920518 -4.448385618018987e-05 0.00034843166755504083
leaf_weight=7623 28789 446701 6999 5068 18870 1004 28882 534 11346 20433 916 6700 48727 1251 1015 4035 15430 2268 15028 31955 12210 572 3006 21560 3248 2515 25033 5529 530829 18864
leaf_count=7623 28789 446701 6999 5068 18870 1004 28882 534 11346 20433 916 6700 48727 1251 1015 4035 15430 2268 15028 31955 12210 572 3006 21560 3248 2515 25033 5529 530829 18864
internal_value=1.17169e-05 0.000149271 0.00101211 0.0020432 0.00250181 -7.31826e-05 -0.000451754 -0.000235717 2.4127e-05 -0.00192657 0.00188811 0.0024322 -8.17748e-06 -0.000773326 0.00327062 -0.00036097 0.000340267 -0.000691951 -0.000128795 -0.00122569 -0.00149286 -0.00383201 0.000116692 -0.000487251 -0.00280982 5.79093e-05 0.000931395 0.00263382 6.06752e-06 0.00101917
internal_weight=1.32694e+06 506427 59726 30937 25869 820513 167781 146344 652732 21437 8150 7616 641386 50993 2266 138194 44312 93882 45682 48200 44165 2840 42842 27814 6254 590393 33077 8044 557316 26487
internal_count=1326940 506427 59726 30937 25869 820513 167781 146344 652732 21437 8150 7616 641386 50993 2266 138194 44312 93882 45682 48200 44165 2840 42842 27814 6254 590393 33077 8044 557316 26487
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=1296 3300 3107 710 6242 3843
is_linear=0
shrinkage=0.05


Tree=176
num_leaves=31
num_cat=1
split_feature=88 64 31 35 84 102 124 66 33 36 134 110 53 70 76 80 71 67 36 100 99 67 134 16 76 124 117 136 53 77
split_gain=5.67628 7.7737 5.66536 13.2949 16.8901 9.52427 11.4905 13.7375 8.53453 11.2535 8.29953 22.4498 14.2102 13.6386 12.968 15.0956 10.1076 12.1865 9.47241 11.169 8.95883 8.41452 14.0963 9.11544 7.99494 7.91167 8.75973 9.10694 12.8385 9.57144
threshold=0.79232388734817516 31.255000114440922 1011.2500000000001 13.750000000000002 0.73576602339744579 -0.90518909692764271 -0.061046212911605828 1.7150000333786013 12.750000000000002 13.949999809265138 1014.9500122070314 -0.24507122486829755 1.0000000180025095e-35 286.73565673828131 15.144999980926515 222.402458190918 314.14320373535162 37.354999542236335 12.34999990463257 0.7615632712841035 -0.26063543558120722 7.8150000572204599 1018.4500122070314 13.344999790191652 8.7550001144409197 0.58068084716796886 0.98624804615974437 0 2.054999947547913 7.3150000572204599
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 1 2 2
left_child=2 -2 3 5 24 6 7 -1 9 -8 16 13 -13 -12 15 -15 -7 -18 19 -14 -19 22 -20 -23 -5 -6 27 28 29 -27
right_child=1 -3 -4 4 25 10 8 -9 -10 -11 11 12 18 14 -16 -17 17 20 21 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.020924826806633556 -0.0019247804219118495 0.013885635928592727 6.3041677793983789e-05 -0.0001127079154210107 -0.0018654869220782089 -1.1642231221753219e-06 0.011997333262410405 0.0029039404605694231 0.0045082069771592336 0.039865772378571494 -0.0021961461027582099 0.017258401635456191 0.00024917280129438992 -0.037226368074835751 0.00068227633035608699 -0.010549794954524053 -0.00073946803093283178 -0.0050549658571204907 0.0029958274535173014 -0.01148362711471734 -0.024142873793243782 0.0049945280216587336 -0.0040849849150047359 0.0012132727512233494 0.0039197587738056391 -0.0047916951405260573 0.021093812485923992 -0.0013326067907280246 8.3941682890040544e-06 0.010093589678047618
leaf_weight=67 4900 79 1107403 34935 29945 115723 158 622 241 47 1049 145 4694 85 105 141 4419 1556 1798 212 64 3878 1154 2706 1274 130 48 6646 2078 638
leaf_count=67 4900 79 1107403 34935 29945 115723 158 622 241 47 1049 145 4694 85 105 141 4419 1556 1798 212 64 3878 1154 2706 1274 130 48 6646 2078 638
internal_value=1.11341e-05 -0.00167392 1.74806e-05 -0.000217675 -0.00075077 7.29125e-05 0.00463439 0.000586774 0.0108873 0.0183867 3.53222e-05 0.00110716 0.00168382 -0.00498832 -0.0138372 -0.020583 -0.000105231 -0.00209942 0.00152745 -0.00025783 -0.00580906 0.00244592 0.000227786 0.00344045 2.91729e-05 -0.001466 -0.000212064 -0.000319806 0.0020428 0.00757395
internal_weight=1.32694e+06 4979 1.32196e+06 214558 75694 138864 1135 689 446 205 137729 15967 14587 1380 331 226 121762 6039 14442 4906 1620 9536 2952 6584 36209 39485 9540 9492 2846 768
internal_count=1326940 4979 1321961 214558 75694 138864 1135 689 446 205 137729 15967 14587 1380 331 226 121762 6039 14442 4906 1620 9536 2952 6584 36209 39485 9540 9492 2846 768
cat_boundaries=0 1
cat_threshold=1153
is_linear=0
shrinkage=0.05


Tree=177
num_leaves=31
num_cat=4
split_feature=29 92 136 86 17 16 116 83 31 23 59 94 24 54 32 36 118 31 136 136 32 108 23 18 67 29 28 89 136 63
split_gain=5.51436 8.44391 6.66622 6.49749 6.2729 5.82842 10.9401 14.5374 8.44119 9.26952 8.35753 7.35028 10.454 6.78233 10.9265 16.297 14.3941 12.6159 11.8253 10.8125 11.4632 16.4285 13.9888 16.517 13.9807 13.5958 11.4698 11.3406 15.0816 10.7863
threshold=1026.7500000000002 -0.33370478451251978 0 0.7170735001564027 12.50999975204468 18.219999313354496 -0.81408452987670887 273.96234130859381 1016.6499938964845 4.7950000762939462 242.82175445556643 0.086013190448284163 289.50000000000006 3.1650000810623173 10.949999809265138 12.550000190734865 -0.84335932135581959 1018.0499877929689 1 2 12.949999809265138 0.15258587151765826 7.4249999523162851 14.039999961853029 3.745000004768372 1018.1499938964845 1016.6499938964845 -0.92387402057647694 3 0.68592986464500438
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 1 2
left_child=5 4 3 -3 -2 13 10 -8 9 -9 -7 12 -11 -1 17 16 18 -15 -16 -17 26 -22 24 25 -23 27 -21 28 -24 -19
right_child=1 2 -4 -5 -6 6 7 8 -10 11 -12 -13 -14 14 15 19 -18 29 -20 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.1090282146326769e-05 0.0089984029972162167 1.7314338646042754e-05 5.5917409499757188e-06 0.0029810040206850368 -0.00097321004965301376 -0.00096268421909539948 0.00016345258858643168 -0.012459618431634047 0.0017530827566483711 0.0054606026059584971 -0.0087035234061315549 0.0035444710038266183 0.01607571934190653 0.00098961065323629636 0.0038866184744698129 0.00026519049899917065 -0.0011784610164731826 -0.0012379196893360556 -0.0011046343661063433 0.0012089567959087308 0.00017171943143239448 -0.0015039260714582727 -0.0021181302816754449 -0.00030257560441710379 0.00046913482672334512 -0.00077450708294296566 -0.00048193271880135597 -0.002372173829995453 -0.007271110887672576 0.00047655852394559467
leaf_weight=876171 522 3078 15945 4633 226 2508 11584 71 4569 680 405 1430 352 38508 2648 104566 65612 16828 2141 19361 39738 15895 2509 12833 20632 7785 20808 11385 3348 20169
leaf_count=876171 522 3078 15945 4633 226 2508 11584 71 4569 680 405 1430 352 38508 2648 104566 65612 16828 2141 19361 39738 15895 2509 12833 20632 7785 20808 11385 3348 20169
internal_value=1.05769e-05 0.000755234 0.00058985 0.00179566 0.00598559 -3.37485e-06 0.000811137 0.00125544 0.00303656 0.00535169 -0.00203891 0.00586534 0.00908126 -1.71091e-05 -0.000186382 -0.000310784 -0.000985307 0.000356108 0.00166101 -0.000127337 -0.000393347 -0.000649057 -0.00108752 -0.00176101 -0.000389458 -0.00250884 0.000333057 -0.00329191 -0.00507973 -0.000303268
internal_weight=1.32694e+06 24404 23656 7711 748 1.30254e+06 21599 18686 7102 2533 2913 2462 1032 1.28094e+06 404766 329261 70401 75505 4789 258860 154294 114125 74387 37860 36527 25027 40169 17242 5857 36997
internal_count=1326940 24404 23656 7711 748 1302536 21599 18686 7102 2533 2913 2462 1032 1280937 404766 329261 70401 75505 4789 258860 154294 114125 74387 37860 36527 25027 40169 17242 5857 36997
cat_boundaries=0 1 2 3 4
cat_threshold=786 4869 5392 2209
is_linear=0
shrinkage=0.05


Tree=178
num_leaves=31
num_cat=2
split_feature=12 77 92 23 65 92 54 17 133 39 28 23 35 101 34 28 35 109 67 13 32 66 136 75 100 37 92 96 136 63
split_gain=5.51315 11.7084 13.4344 11.1965 22.0851 10.2895 9.32794 11.5031 12.2953 13.9472 11.301 14.1576 14.1398 11.4536 10.8462 11.5971 13.6785 10.6295 10.326 11.898 10.0752 10.4053 9.86246 9.30128 9.28293 8.97584 8.83434 8.83212 12.1302 8.71793
threshold=2.0449999570846562 15.055000305175783 0.73555544018745433 5.4649999141693124 3.9850000143051152 -0.83127272129058827 6.2349998950958261 14.039999961853029 1019.8500061035157 14.550000190734865 1018.3500061035157 10.734999656677248 11.34999990463257 0.25585569441318518 10.449999809265138 1012.5499877929689 15.250000000000002 -0.88871461153030384 14.574999809265138 1.3450000286102297 12.250000000000002 6.6649999618530282 0 0.73713040351867687 0.59714314341545116 13.550000190734865 -0.51505056023597706 -0.77418783307075489 1 0.38111661374568945
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 6 -3 4 5 -2 18 8 9 10 11 12 -8 -14 -11 16 22 -15 -1 26 21 -13 -16 25 -17 -12 -20 28 -21 -4
right_child=3 2 29 -5 -6 -7 7 -9 -10 14 23 20 13 17 15 24 -18 -19 19 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.3438874695549589e-07 0.004399637622543336 -0.00063130937130648039 -0.0053881365497369001 8.6065990021784967e-05 0.0035222045048845748 -0.00010870308595023696 0.00011010346143037781 0.00015420267826438843 0.0051785481478074831 -0.017540827637474814 -0.0032857863964756216 0.0023043051330288024 -0.0010892549447013486 -0.016182653567309271 0.0043478954084114575 0.0010602544564153732 -0.004909944918295623 -0.0037770057771754385 0.009832091722941725 -6.9845349069425715e-05 -0.005108796975268475 -0.02518838926135928 -0.0031407191517642467 0.00016559076155592774 -0.0018659726313859989 0.0011025595882392324 0.0022099246624758635 -0.00084615887400170354 0.002803932735352334 -0.00013416852430107222
leaf_weight=659211 1370 29208 2626 481310 7137 16610 5061 43725 820 88 4769 44 5242 176 956 15880 2308 9125 636 7026 341 158 798 11769 3268 1542 945 5970 7692 1129
leaf_count=659211 1370 29208 2626 481310 7137 16610 5061 43725 820 88 4769 44 5242 176 956 15880 2308 9125 636 7026 341 158 798 11769 3268 1542 945 5970 7692 1129
internal_value=1.00456e-05 -7.00225e-05 -0.000993235 0.000139772 0.00116893 0.000234813 -3.13814e-05 -0.00046755 -0.000903609 -0.000984671 -0.00157238 -0.00238678 -0.00216619 -0.00295834 -2.03682e-05 4.60601e-05 -0.00238055 -0.00401175 3.65067e-05 0.00109545 -0.0103508 -0.0191999 0.000947757 -0.000664874 0.000560834 -0.00221356 0.00527615 0.000775952 0.00143392 -0.00380845
internal_weight=1.32694e+06 820513 32963 506427 25117 17980 787550 106070 62345 61525 38227 20147 19604 14543 23298 23210 4062 9301 681480 22269 543 202 1754 18080 19148 6311 1581 20688 14718 3755
internal_count=1326940 820513 32963 506427 25117 17980 787550 106070 62345 61525 38227 20147 19604 14543 23298 23210 4062 9301 681480 22269 543 202 1754 18080 19148 6311 1581 20688 14718 3755
cat_boundaries=0 1 2
cat_threshold=2337 2273
is_linear=0
shrinkage=0.05


Tree=179
num_leaves=31
num_cat=2
split_feature=136 75 111 52 124 96 92 15 12 107 61 41 52 38 60 79 2 105 136 5 52 37 5 56 12 52 7 19 37 126
split_gain=5.42172 11.2106 23.6314 21.4594 19.5091 16.1914 15.7584 14.7024 19.5738 16.9405 16.0513 13.2892 15.387 13.0622 12.9311 12.6563 12.1475 11.2676 11.9168 17.2664 11.2229 10.972 10.7847 10.7264 10.6323 10.7016 10.2622 10.182 14.8895 17.8667
threshold=0 0.59995687007904064 0.084272492676973357 2.2849999666213994 -0.26722820103168482 -0.88265299797058094 -0.30901470780372614 1.5950000286102297 1.8750000000000002 -0.30057173967361445 0.60007262229919445 8.5500001907348651 1.8949999809265139 9.1500000953674334 0.39735749363899237 2.4750000238418584 230.50000000000003 -0.76552864909172047 1 0.55000001192092907 1.0950000286102297 20.250000000000004 0.45000000298023229 287.43351745605474 1.3849999904632571 2.3649998903274541 5.1499998569488534 10.405000209808351 10.750000000000002 0.078456107527017607
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 -1 6 5 15 20 8 9 10 17 12 27 -14 -5 -3 -7 18 19 -6 -4 -22 -20 -17 25 -12 -21 28 29 -9
right_child=-2 4 3 14 7 16 -8 11 -10 -11 24 -13 13 -15 -16 23 -18 -19 22 26 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026117612082018284 -7.6824891530452756e-05 -0.0034411030860227254 0.0040427128310994128 -0.0019379926687449088 -0.00093053228096553423 -0.0028760839951257953 -2.4285020221881175e-05 0.021132054353644802 0.0048322626252333689 -0.0084057553252104254 -0.009345793239276437 -0.0016478475563874698 -0.018042051735737353 0.00031325033877859149 -0.00037252293725125688 0.001253841125768676 0.00037276574865445836 0.00042909106248575999 0.0053845272180926326 0.007306884604951238 0.00057067872599781582 0.014681924618614306 0.0009363916583748676 -0.0013250834453968786 0.0013631273224410613 -0.0017006297478853192 0.0012292231434285514 0.0037265748560929533 0.00058732880459179762 0.0039066066877941072
leaf_weight=8106 766885 2181 3837 22758 1131 10283 260835 171 3976 461 547 7564 97 125003 31380 15083 3995 9373 1614 3310 8574 140 8751 5503 2494 2805 879 5117 12829 1258
leaf_count=8106 766885 2181 3837 22758 1131 10283 260835 171 3976 461 547 7564 97 125003 31380 15083 3995 9373 1614 3310 8574 140 8751 5503 2494 2805 879 5117 12829 1258
internal_value=9.54483e-06 0.00012781 -5.51134e-05 -0.000121117 0.00040138 -0.000647074 5.89861e-05 0.000608659 0.00152729 0.00110833 0.00125026 0.000395127 0.000502087 0.000299018 -0.0010306 0.000180731 -0.00196705 0.00180065 0.00262026 0.00454293 0.00178953 0.000797391 0.00162747 0.000564449 -0.00110893 -0.00294821 0.00603158 0.00181326 0.00112659 0.00596787
internal_weight=1.32694e+06 560055 335630 327524 224425 37045 273386 187380 35341 31365 30904 152039 144475 125100 54138 22767 14278 25058 15685 5320 12551 8714 10365 20586 5846 3352 4189 19375 14258 1429
internal_count=1326940 560055 335630 327524 224425 37045 273386 187380 35341 31365 30904 152039 144475 125100 54138 22767 14278 25058 15685 5320 12551 8714 10365 20586 5846 3352 4189 19375 14258 1429
cat_boundaries=0 1 2
cat_threshold=1307 1280
is_linear=0
shrinkage=0.05


Tree=180
num_leaves=31
num_cat=2
split_feature=54 52 86 56 37 110 136 79 34 32 14 30 55 87 67 36 43 4 56 15 132 136 61 33 0 67 74 65 92 60
split_gain=6.7287 18.9921 11.2408 12.3582 12.9815 10.5905 25.6505 24.8076 25.0725 18.5846 12.4518 11.5593 12.6548 11.4288 16.71 14.7166 13.2588 12.9738 13.2161 13.2353 12.5967 12.1387 11.7546 11.3136 11.2909 11.2772 10.7869 10.4243 10.3476 11.9143
threshold=17.144999504089359 11.525000095367433 0.67317125201225292 206.83207702636722 14.84999990463257 -0.037176936864852898 0 1.544999957084656 14.34999990463257 11.550000190734865 1.0649999976158144 1022.6499938964845 9.6649999618530291 0.84048974514007579 12.654999732971193 12.250000000000002 11.050000190734865 15.050000190734865 111.71417617797853 2.4550000429153447 1018.3500061035157 1 0.37924169003963476 11.84999990463257 182.50000000000003 3.745000004768372 0.93363440036773693 1.2849999666213991 0.82755184173583995 0.67392474412918102
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 2 2 2
left_child=1 5 -3 -4 -5 6 7 25 9 11 -10 -9 -13 14 -7 16 21 18 22 27 26 -16 -15 -17 -11 -1 -21 -20 29 -2
right_child=28 2 3 4 -6 13 -8 8 10 24 -12 12 -14 17 15 23 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00052871459320171519 -0.0011645054014612561 -0.00089131353855346042 -0.0015264214804465845 0.00094850321490605016 0.002898079469468792 -7.8849286153911029e-06 5.757952089801475e-05 0.005644886957456993 0.013384523864028525 -0.00057696468941672359 0.0051040737421204248 0.0020632214995891423 -0.019046255907060279 -0.0032968074559288473 0.004015229475789586 0.0044750575907536666 -0.01288566969076891 0.0044233685112017749 -0.0010049341931192056 -0.0010969912197683442 0.0069952706866798567 -0.00051261212459243106 6.771325185845745e-05 0.0013926375689876454 0.0030008493525038801 -0.0084428985623241914 -0.0061686272979918433 7.2328880794726382e-05 0.0017109297781302435 -0.00012977429557906487
leaf_weight=1393 36858 7510 3908 37113 11090 775209 65102 3327 521 6806 3531 251 99 7134 1665 3522 202 1402 26993 37011 470 12720 4081 19232 3262 665 1079 133621 6138 113448
leaf_count=1393 36858 7510 3908 37113 11090 775209 65102 3327 521 6806 3531 251 99 7134 1665 3522 202 1402 26993 37011 470 12720 4081 19232 3262 665 1079 133621 6138 113448
internal_value=6.61393e-06 4.78289e-05 0.000917168 0.0011778 0.00139704 1.1049e-06 0.000537551 0.00211022 0.00271229 0.00169333 0.00616876 0.00473561 -0.00390774 -4.33869e-05 4.18792e-05 0.001075 -0.000164732 -0.000370516 -0.000402462 -0.000308426 -0.00114027 1.39004e-05 -0.0020725 0.00186975 0.000582236 -0.00308602 -0.00124066 -0.000108717 -0.000301336 -0.000383511
internal_weight=1.32536e+06 1.16892e+06 59621 52111 48203 1.1093e+06 84957 19855 17797 13745 4052 3677 350 1.02434e+06 812550 37341 14587 211791 210389 199174 38560 14385 11215 22754 10068 2058 38090 160614 156444 150306
internal_count=1325363 1168919 59621 52111 48203 1109298 84957 19855 17797 13745 4052 3677 350 1024341 812550 37341 14587 211791 210389 199174 38560 14385 11215 22754 10068 2058 38090 160614 156444 150306
cat_boundaries=0 1 2
cat_threshold=839 6
is_linear=0
shrinkage=0.05


Tree=181
num_leaves=31
num_cat=1
split_feature=54 52 88 60 110 136 79 67 34 32 32 66 78 54 66 76 28 96 77 121 31 36 37 35 79 14 30 107 135 28
split_gain=6.08211 12.5856 10.7335 10.6364 9.17352 20.5359 22.3033 19.1146 17.2214 21.4475 14.5889 13.7845 13.2663 12.649 10.0755 12.2562 11.5094 13.2556 9.67121 9.63119 9.5369 12.9178 10.0869 10.7953 9.31361 9.1354 11.374 9.26424 12.3676 9.75451
threshold=20.224999427795414 13.135000228881838 -0.67659214138984669 0.70129767060279857 -0.037176936864852898 0 1.4049999713897707 4.3650000095367441 14.34999990463257 18.250000000000004 11.550000190734865 4.9649999141693124 9.8150000572204608 10.684999942779543 48.264999389648445 49.710000991821296 1011.0499877929689 -0.66668695211410511 4.0650000572204599 -0.80382624268531788 1011.8500061035157 10.550000190734865 13.34999990463257 9.9499998092651385 5.3849999904632577 3.1550000905990605 1017.6499938964845 -0.70560893416404713 1016.6499938964845 1016.4500122070314
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 4 3 -2 5 20 7 -7 10 11 13 -10 -13 -8 -6 16 17 -16 -11 -12 21 24 23 -22 -1 26 27 29 -29 -21
right_child=2 -3 -4 -5 14 6 8 -9 9 18 19 12 -14 -15 15 -17 -18 -19 -20 25 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0054843624142116645 -0.0012037575809304159 0.00074959827125921537 0.0011228434035379332 -0.0001658866485455485 -2.4616437640970717e-05 -0.0001787427683212312 0.0053097982519240521 -0.010831512067556741 0.0092004327997541515 0.0039882185327069575 0.0047452262380569266 0.0015919923652645341 0.0087128056945607098 -0.0017857236980311081 -0.0032006858180787289 0.0050713520177696073 -0.0014903582480817294 -0.013670735818519186 -0.010156603176033074 0.0018953186942821778 0.0020598848007799576 -0.0014681619888119168 0.00080554624594759462 -0.0014933380086419575 0.0060663169483686982 0.0063565652624045718 0.0022212157853556589 -0.002858492205462406 -0.024237378534145548 -0.0052660979546971746
leaf_weight=213 33747 59803 11962 91939 1033597 1530 3332 581 1801 191 1187 2199 931 774 864 540 3982 465 329 2433 2663 14126 36815 10835 966 532 2914 3452 69 591
leaf_count=213 33747 59803 11962 91939 1033597 1530 3332 581 1801 191 1187 2199 931 774 864 540 3982 465 329 2433 2663 14126 36815 10835 966 532 2914 3452 69 591
internal_value=6.28457e-06 4.27481e-05 -0.000308346 -0.000444558 5.2702e-06 0.000494056 0.00178475 -0.00311065 0.002284 0.00469687 0.00142346 0.00571535 0.00371004 0.00397226 -3.63287e-05 -0.00210534 -0.00283504 -0.00686402 -0.0049611 0.000487212 4.44014e-05 -0.0010485 0.000376868 -0.000792328 0.00397955 -1.867e-05 -0.000377231 -0.00153412 -0.00327745 0.000495716
internal_weight=1.32536e+06 1.18772e+06 137648 125686 1.12791e+06 88464 22846 2111 20735 5451 15284 4931 3130 4106 1.03945e+06 5851 5311 1329 520 11178 65618 15305 50313 13498 1179 9991 9459 6545 3521 3024
internal_count=1325363 1187715 137648 125686 1127912 88464 22846 2111 20735 5451 15284 4931 3130 4106 1039448 5851 5311 1329 520 11178 65618 15305 50313 13498 1179 9991 9459 6545 3521 3024
cat_boundaries=0 1
cat_threshold=6320
is_linear=0
shrinkage=0.05


Tree=182
num_leaves=31
num_cat=2
split_feature=54 52 86 56 37 86 12 37 95 3 136 29 31 29 92 136 32 80 76 131 134 79 82 7 35 4 4 83 132 92
split_gain=5.63503 15.9946 10.1602 11.1012 11.6958 8.90911 10.9042 12.1429 19.3791 15.2629 12.0674 13.2911 11.9904 15.152 11.708 11.325 15.1861 12.1052 10.8869 15.9738 14.7188 12.6157 11.7529 10.4653 10.0099 10.4773 9.70036 12.8623 11.9819 9.68419
threshold=17.144999504089359 11.525000095367433 0.67317125201225292 206.83207702636722 14.84999990463257 0.85459133982658397 3.8449999094009404 12.750000000000002 -0.67391574382781971 299.50000000000006 0 1011.8500061035157 1021.8500061035157 1017.5499877929689 -0.30901470780372614 1 10.750000000000002 307.78388977050787 13.114999771118166 318.50000000000006 1018.0499877929689 12.045000076293947 207.59498596191409 0.25000000745058065 13.449999809265138 11.650000095367433 9.4499998092651385 234.64959716796878 1019.6499938964845 0.96664232015609752
decision_type=2 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
left_child=1 5 -3 -4 -5 18 7 8 14 -10 11 -11 13 -12 -7 -9 17 -17 -1 21 -21 22 -20 -23 25 -13 27 28 -25 -18
right_child=-2 2 3 4 -6 6 -8 15 9 10 12 24 -14 -15 -16 16 29 -19 19 20 -22 23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=2.6077058165318869e-05 -0.000275844325092206 -0.00087787478779388336 -0.0014737385793006921 0.00087131070602915824 0.0027218270540075133 0.0011867419710195448 0.0036261050286676162 0.00051280878422950513 -7.8058645794183012e-05 -0.0043287433427795603 -0.0023787631933162544 -0.0014255878414356294 0.00054384108131072864 -0.0058752804117163009 -0.0016361756387646518 -0.00060610908905495381 -0.00045668716816757676 0.0085094139408812188 -0.00051347524664785958 -0.0059475410889463284 0.00373005749311155 0.0048357749328829325 0.0029221973978640595 0.0025424605074158666 0.0063773665942903797 0.0019829358812868186 0.0014856258269252071 -0.0010774954701477742 -0.03089511549031293 -0.0039965373960231766
leaf_weight=867745 156444 7510 3908 37113 11090 14263 1747 52068 14747 2668 9578 11212 2094 4580 4947 643 69951 840 3158 1544 527 1281 11754 3470 512 2822 9867 15266 27 1987
leaf_count=867745 156444 7510 3908 37113 11090 14263 1747 52068 14747 2668 9578 11212 2094 4580 4947 643 69951 840 3158 1544 527 1281 11754 3470 512 2822 9867 15266 27 1987
internal_value=5.97035e-06 4.36874e-05 0.000841479 0.00108926 0.00129706 8.08853e-07 -0.000306341 -0.000341953 -0.000883145 -0.00141822 -0.00200877 -0.00108405 -0.00298572 -0.00350986 0.000459778 -5.11806e-05 -0.000451154 0.0045571 6.61784e-05 0.000808229 -0.00348492 0.00100659 0.00219461 0.00041431 -0.000489663 -0.000740191 0.000216479 -0.000450934 0.00228429 -0.000554461
internal_weight=1.32536e+06 1.16892e+06 59621 52111 48203 1.1093e+06 194659 192912 67423 48213 33466 17214 16252 14158 19210 125489 73421 1483 914639 46894 2071 44823 14912 29911 14546 14034 28630 18763 3497 71938
internal_count=1325363 1168919 59621 52111 48203 1109298 194659 192912 67423 48213 33466 17214 16252 14158 19210 125489 73421 1483 914639 46894 2071 44823 14912 29911 14546 14034 28630 18763 3497 71938
cat_boundaries=0 1 2
cat_threshold=4231 2514
is_linear=0
shrinkage=0.05


Tree=183
num_leaves=31
num_cat=1
split_feature=16 107 4 10 80 61 69 123 76 83 67 30 16 24 59 64 84 31 116 29 6 136 24 29 12 77 35 94 30 14
split_gain=5.25044 6.02327 5.34385 19.9025 29.928 14.7634 9.48296 8.9879 13.4496 9.75161 18.8113 21.887 17.7837 18.8341 17.1877 13.7308 11.8892 13.9296 11.8336 10.9654 10.0723 10.2862 9.90333 9.48168 15.9416 14.5773 14.1725 9.23897 9.18559 8.91986
threshold=20.04999923706055 -0.48261092603206629 7.6499998569488534 8.3499999046325701 256.97532653808599 0.52153781056404125 321.47706604003912 -0.14780378341674802 23.025000572204593 264.89010620117193 2.7250000238418584 1.0000000180025095e-35 14.039999961853029 222.50000000000003 235.85194396972659 1.7250000238418581 0.69711884856224071 1003.9500122070314 -0.79332312941551197 1008.9500122070314 5.7500000000000009 0 283.50000000000006 1018.7500000000001 1.1749999523162844 1.1549999713897707 12.84999990463257 -0.92225337028503407 1015.6499938964845 1.8550000190734866
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=2 -2 6 4 -4 -6 7 9 -9 -1 20 19 16 15 22 -14 23 -18 -19 -12 21 -11 -15 24 26 27 -13 -26 -29 -20
right_child=1 -3 3 -5 5 -7 -8 8 -10 10 11 12 13 14 -16 -17 17 18 29 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=5.1921938516118795e-06 0.0033436549398840696 -8.6274703754671733e-05 -0.00014940618975382291 1.9667326643688881e-07 0.0032493656585938892 0.00096212655035751531 -0.0012015690843110184 0.00010413956766559423 0.0019283932767280841 0.0017415877593603764 0.059490187330679456 -0.0066599799839031394 0.0055891447470967706 0.0033377069900588259 0.0011432367936307 -0.0016016380139821193 -0.012936624279460324 0.0026045830175390437 0.00010134025271954972 0.011936140308777493 -0.0020648694854540971 -0.00093883489457239526 0.010074146797581177 0.00016396567687137974 0.005470905834320753 -0.0038575245184194404 0.0048469688887692163 -0.020922947037971762 -0.0068721763903740801 -0.00075564120011801963
leaf_weight=361204 2523 2598 27133 278911 15009 13313 17835 360457 10395 3887 22 383 719 1693 23168 8658 217 3510 58930 27 19676 44101 805 2652 62 3471 888 278 200 62638
leaf_count=361204 2523 2598 27133 278911 15009 13313 17835 360457 10395 3887 22 383 719 1693 23168 8658 217 3510 58930 27 19676 44101 805 2652 62 3471 888 278 200 62638
internal_value=5.67202e-06 0.00160357 -5.25972e-07 0.000172205 0.00103732 0.00217423 -5.91088e-05 -3.80603e-05 0.000155273 -0.00015812 -0.000408089 -0.00012505 -0.000134779 0.000867464 0.0015681 -0.00105027 -0.000398398 -0.000279541 -0.000257582 0.0332869 -0.00111218 -0.000721555 0.00550858 -0.00227541 -0.00350018 -0.00504644 0.00137949 -0.0126886 -0.015044 -0.00034022
internal_weight=1.32536e+06 5121 1.32024e+06 334366 55455 28322 985876 968041 370852 597189 235985 168321 168272 35043 25666 9377 133229 125295 125078 49 67664 47988 2498 7934 5282 4011 1271 540 478 121568
internal_count=1325363 5121 1320242 334366 55455 28322 985876 968041 370852 597189 235985 168321 168272 35043 25666 9377 133229 125295 125078 49 67664 47988 2498 7934 5282 4011 1271 540 478 121568
cat_boundaries=0 1
cat_threshold=1280
is_linear=0
shrinkage=0.05


Tree=184
num_leaves=31
num_cat=3
split_feature=88 64 26 78 93 61 92 24 17 61 35 19 136 92 60 125 30 31 136 4 52 107 28 126 66 136 72 126 96 16
split_gain=5.05686 8.74146 5.91133 7.5091 5.28234 20.6122 16.375 16.2004 12.3169 15.3123 14.1731 12.2966 15.1929 11.8831 15.7023 11.5289 12.279 10.9493 10.4267 10.249 9.63124 9.50765 11.6186 14.8287 13.499 13.841 9.32548 9.27422 8.97548 8.84559
threshold=0.93781355023384105 26.644999504089359 350.50000000000006 15.605000019073488 -0.60750499367713917 0.26462988555431372 -0.30901470780372614 214.50000000000003 15.405000209808351 0.47387257218360906 12.650000095367433 9.5450000762939471 0 -0.87954542040824879 0.30568602681159979 0.70088258385658275 1017.0499877929689 1016.5499877929689 1 14.550000190734865 1.1549999713897707 -0.83027756214141835 1020.4500122070314 -0.59480014443397511 5.7249999046325692 2 0.62292951345443737 0.90992662310600292 -0.90806180238723744 7.4149999618530282
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=4 2 3 -2 5 19 8 -8 9 11 18 27 15 14 -6 16 -13 -12 -10 -1 -16 22 26 -24 25 -25 -11 29 -26 -7
right_child=1 -3 -4 -5 13 6 7 -9 10 21 17 12 -14 -15 20 -17 -18 -19 -20 -21 -22 -23 23 24 28 -27 -28 -29 -30 -31
leaf_value=0.0018861434631925755 -0.0011913185099080164 0.014677924080594519 0.01560357701206623 -0.0072537178300688138 0.00066057740065066984 0.0014030110333652748 -0.0049851736950606461 -0.00067959363986304876 -0.00064490109309221983 0.00031814071893364126 -0.00083817061280719361 0.0011559667302899607 0.00095894661709440283 -9.2267040380836264e-06 0.00014989906041021833 0.0058822586947565557 0.0064298728156546416 -0.0038899285451483366 0.0037225588988438439 0.018623675371813791 -0.0028318631587631116 0.00058419117175576094 0.016388139179359905 -0.0017980744117342244 0.001006944873583445 0.014024406514822899 -0.0014953528976446898 0.0026484700330105422 -0.013280900075662192 -0.00042157596026818711
leaf_weight=15632 1620 74 43 746 7729 8838 2425 22053 2919 10606 13010 5912 30104 1100376 3561 2872 1357 3797 2559 92 11308 24659 204 256 273 294 21377 3742 184 26741
leaf_count=15632 1620 74 43 746 7729 8838 2425 22053 2919 10606 13010 5912 30104 1100376 3561 2872 1357 3797 2559 92 11308 24659 204 256 273 294 21377 3742 184 26741
internal_value=5.38872e-06 -0.00224893 -0.00276889 -0.00310279 9.62e-06 0.000246427 9.80807e-05 -0.00110614 0.000282653 0.000459479 -0.000807733 0.000909534 0.00152394 -3.25352e-05 -0.00116751 0.00319705 0.00214052 -0.00152762 0.00140094 0.00198407 -0.00211776 -0.000159488 -0.000711949 0.00409539 0.00160511 0.00688206 -0.000893974 0.00028069 -0.00474571 3.16605e-05
internal_weight=1.32536e+06 2483 2409 2366 1.32288e+06 199906 184182 24478 159704 137419 22285 79566 40245 1.12297e+06 22598 10141 7269 16807 5478 15724 14869 57853 33194 1211 1007 550 31983 39321 457 35579
internal_count=1325363 2483 2409 2366 1322880 199906 184182 24478 159704 137419 22285 79566 40245 1122974 22598 10141 7269 16807 5478 15724 14869 57853 33194 1211 1007 550 31983 39321 457 35579
cat_boundaries=0 1 2 3
cat_threshold=3332 4326 98
is_linear=0
shrinkage=0.05


Tree=185
num_leaves=31
num_cat=1
split_feature=103 56 136 12 108 39 36 126 67 14 72 76 43 124 52 22 127 102 67 7 60 98 29 65 83 101 39 117 14 38
split_gain=6.19846 11.7492 8.40631 13.0708 13.1849 12.4306 13.3844 10.029 13.163 11.6176 9.43417 8.05187 7.89179 7.63539 14.7002 8.08669 9.79326 7.39442 6.91801 10.0527 6.91778 7.41373 6.8763 6.84763 7.3106 6.80932 7.36934 10.095 7.64721 6.71618
threshold=0.18291469663381579 280.15322875976568 0 1.4049999713897707 -0.97166219353675831 10.550000190734865 12.449999809265138 -0.55191597342491139 2.0149999856948857 0.80500000715255748 0.45215621590614324 32.725000381469734 6.8500001430511483 0.50751903653144848 3.2649999856948857 5.5450000762939462 0.95878320932388317 -0.51830387115478505 0.59499999880790722 5.3500001430511483 0.34873934090137487 -0.86290740966796864 1022.7500000000001 1.6449999809265139 303.49812316894537 0.30967007577419287 19.150000572204593 0.68832838535308849 1.2450000047683718 8.7500000000000018
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 13 12 17 10 8 -4 22 -7 25 -5 14 -1 16 -15 -6 19 -18 21 -3 -9 24 -16 26 -11 28 -28 -2
right_child=29 20 7 4 5 6 -8 9 -10 11 -12 -13 -14 15 23 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0048242625929122568 -0.0012052035930235755 -0.0013370991563650041 -0.00038600007892590596 -0.004782921150278955 0.0087381772563944506 0.0048714899902686879 0.001609387067038005 0.0013224464728798023 0.0017282612637329752 -5.1436275899302211e-05 -0.0019409731448739309 0.0027768767706208342 0.0065532221065863448 0.0001197388974846673 0.010438866939605364 -0.0021914503755193246 0.0090754137350154192 0.0019516399663394347 0.0038940533050460268 0.038411980265274995 -0.00068143840911257534 -0.0048649593891322736 -0.0045532189480709416 -0.0014656776293496014 -0.0028461426969677694 -0.0013423978002561844 -0.00089169141731887435 0.0064063153710512957 -0.0040754884379847816 5.9699254326831919e-05
leaf_weight=4475 10598 5132 12136 1903 445 540 5338 15941 18713 90130 8630 2114 167 1306 312 3354 91 4094 206 43 40383 2098 514 877 155 14683 6037 383 2743 1071201
leaf_count=4475 10598 5132 12136 1903 445 540 5338 15941 18713 90130 8630 2114 167 1306 312 3354 91 4094 206 43 40383 2098 514 877 155 14683 6037 383 2743 1071201
internal_value=-3.94625e-06 -0.000232173 -6.05013e-05 -0.0008023 -7.85194e-05 0.000333355 -0.000381106 8.45302e-05 0.000896511 -0.000104447 -0.0015398 -0.000280684 -0.00386836 -0.00221575 -0.00344702 -0.000782799 0.00208756 0.00261699 0.00964633 0.0184894 -0.00093645 -0.00236081 0.00113891 0.00113867 0.0060295 -0.000337395 -0.00018878 -0.00153973 -0.00188636 4.73075e-05
internal_weight=1.32474e+06 242943 195330 31936 21117 19047 14508 163394 30849 132545 9170 116090 2070 10819 5819 5000 1646 4539 340 134 47613 7230 16455 1344 467 113976 99293 9163 8780 1.0818e+06
internal_count=1324742 242943 195330 31936 21117 19047 14508 163394 30849 132545 9170 116090 2070 10819 5819 5000 1646 4539 340 134 47613 7230 16455 1344 467 113976 99293 9163 8780 1081799
cat_boundaries=0 1
cat_threshold=4240
is_linear=0
shrinkage=0.05


Tree=186
num_leaves=31
num_cat=3
split_feature=99 12 14 77 14 78 136 14 67 129 42 19 53 76 82 133 14 18 61 67 31 136 68 90 29 13 33 136 87 56
split_gain=5.96598 5.15039 17.77 22.2162 14.3073 11.6725 8.93864 8.77676 16.854 9.94417 9.29883 8.6587 8.371 8.27108 13.0007 10.4941 9.18829 8.26946 8.03284 13.2832 12.5847 11.6416 10.4636 10.3111 10.04 13.3738 11.066 10.8105 9.64399 9.47155
threshold=0.27761048078536993 2.0449999570846562 2.2250000238418584 3.3449999094009404 1.735000014305115 8.0950002670288104 0 1.8949999809265139 1.794999957084656 142.50000000000003 10.34999990463257 6.9049999713897714 3.0649999380111699 8.2249999046325701 207.59498596191409 1013.3500061035157 1.1250000000000002 8.0099999904632586 0.48600694537162786 9.2849998474121112 1011.3500061035157 1 297.90258789062506 -0.94150871038436879 1013.8500061035157 1.3849999904632571 11.650000095367433 2 0.68998026847839367 252.66297912597659
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=1 5 3 -3 -5 13 12 8 9 -8 -9 -6 -7 18 15 -15 -16 -10 19 29 -21 -20 -23 -24 25 -22 28 -28 -26 -1
right_child=-2 2 -4 4 11 6 7 10 17 -11 -12 -13 -14 14 16 -17 -18 -19 21 20 24 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=6.609042098102524e-05 -0.0026136682403489746 -5.4413081149806502e-05 -2.8511230869474558e-05 0.0034648490386495825 0.0032318442027842831 -0.0037993553770529439 -0.0010360091873240415 -0.00086852811502383966 0.00128054926010878 -0.0057699115910769885 -0.0054832669364051467 0.00087236052384824742 0.00010053214034182835 -0.001770146867039437 0.0038517505452316187 -0.03147961261371772 0.00092161917189659617 -3.9400023976585076e-05 -0.001239589427304437 -0.0033805031604095545 0.010045874453632623 0.00015004113839111786 -0.0032815784379963786 -0.00050331769681979715 -0.0031817958057578986 0.0024219007332296183 0.0039575357785727027 -0.00040593770554348847 0.0049498252856721324 -0.0007957138871159486
leaf_weight=489305 2186 51623 397332 7189 4257 3838 20754 43091 16612 1172 1120 44893 2145 3220 3132 30 18355 41533 30551 1256 784 73690 4464 13259 423 2160 1720 7902 2642 34104
leaf_count=489305 2186 51623 397332 7189 4257 3838 20754 43091 16612 1172 1120 44893 2145 3220 3132 30 18355 41533 30551 1256 784 73690 4464 13259 423 2160 1720 7902 2642 34104
internal_value=-3.74894e-06 5.64892e-07 0.00012605 0.00069488 0.00138145 -7.70195e-05 -0.000510965 -0.000419935 -0.000107749 -0.00128905 -0.000985434 0.00107672 -0.00239718 5.26309e-06 0.000902928 -0.00204439 0.00134872 0.000337709 -2.82669e-05 5.44683e-05 0.00143469 -0.000394781 -0.00011229 -0.0012031 0.00182161 0.0044522 0.00121118 0.000377755 0.00382758 9.93744e-06
internal_weight=1.32474e+06 1.32256e+06 505294 107962 56339 817262 130265 124282 80071 21926 44211 49150 5983 686997 24737 3250 21487 58145 662260 540296 16887 121964 91413 17723 15631 2944 12687 9622 3065 523409
internal_count=1324742 1322556 505294 107962 56339 817262 130265 124282 80071 21926 44211 49150 5983 686997 24737 3250 21487 58145 662260 540296 16887 121964 91413 17723 15631 2944 12687 9622 3065 523409
cat_boundaries=0 1 2 3
cat_threshold=32 210 3108
is_linear=0
shrinkage=0.05


Tree=187
num_leaves=31
num_cat=3
split_feature=103 56 136 127 36 112 29 57 79 86 136 12 0 126 79 69 63 41 61 29 12 65 131 67 103 103 136 19 87 104
split_gain=5.42301 10.6111 7.72911 9.362 11.2384 8.5129 7.2296 10.1198 7.36148 6.8807 6.81512 14.7401 14.8589 9.89901 10.2646 8.91695 8.69481 8.31491 7.95715 7.67726 8.03098 8.03906 7.19448 6.77509 6.6343 6.58721 8.13165 7.2897 6.87321 6.56749
threshold=0.18291469663381579 280.15322875976568 0 -0.38266885280609125 13.84999990463257 0.026175950653851036 1019.8500061035157 209.51373291015628 30.445000648498539 0.87521320581436168 1 1.435000002384186 200.50000000000003 -0.9366365075111388 5.2550001144409189 260.78469848632818 0.2266347333788872 1.3499999642372134 0.43968895077705389 1021.8500061035157 0.6850000023841859 1.6449999809265139 318.50000000000006 1.1150000095367434 -0.18106228113174436 -0.51509359478950489 2 6.4600000381469735 0.80466520786285411 -0.94606858491897572
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 1 2 2 2
left_child=1 2 3 4 -1 10 8 -8 -5 -6 11 19 15 -12 16 17 -15 -13 22 20 -4 -22 25 -20 -10 27 -27 -16 -28 -2
right_child=29 -3 5 6 9 -7 7 -9 24 -11 13 12 -14 14 18 -17 -18 -19 23 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.00085781238274880802 0.00052803647973158915 -0.00088633478815383637 -0.0076682026684813378 -0.00015162424571327573 0.0072930177981920287 -0.0014698904177720623 0.017742728920626071 0.0024475610684248751 0.010122732402149788 0.027326816341115369 0.0016970840190402817 -0.0026435602643876017 0.001779057155242768 0.0033188080380789327 0.00020026585411842725 0.00035663871495821833 0.00028867461757181681 0.0030769903279542375 -0.0020260221710777025 0.0023172730742233626 -0.00073516865781296688 -0.0033415045905414208 -0.0082991410977635207 0.0003565863345271397 -0.0019749999810173588 -0.002458415125887362 0.0031928230732910165 -0.0035231997527327718 -0.00038785316309255993 1.2999750496336852e-05
leaf_weight=1129 65912 47613 660 8903 901 11211 136 528 336 45 9229 6588 8481 2451 1851 7587 69430 703 3397 970 6091 5753 347 24521 171 4476 1489 4535 13411 1015887
leaf_count=1129 65912 47613 660 8903 901 11211 136 528 336 45 9229 6588 8481 2451 1851 7587 69430 703 3397 970 6091 5753 347 24521 171 4476 1489 4535 13411 1015887
internal_value=-3.56062e-06 -0.000217035 -5.38886e-05 0.00116688 0.00422611 -0.000134909 0.000537912 0.00558031 0.000182104 0.008246 -4.78876e-05 -0.000650693 0.000108795 0.000116453 6.0264e-07 -0.000843314 0.000391996 -0.00209198 -0.000520133 -0.00196785 -0.00230027 -0.00200115 -0.0011476 6.66758e-05 0.00604243 -0.00105127 -0.000592271 -0.00244394 -3.00057e-05 4.438e-05
internal_weight=1.32474e+06 242943 195330 12149 2075 183181 10074 664 9410 946 171970 36833 23359 135137 125908 14878 71881 7291 54027 13474 12504 11844 26109 27918 507 25762 19376 6386 14900 1.0818e+06
internal_count=1324742 242943 195330 12149 2075 183181 10074 664 9410 946 171970 36833 23359 135137 125908 14878 71881 7291 54027 13474 12504 11844 26109 27918 507 25762 19376 6386 14900 1081799
cat_boundaries=0 1 2 3
cat_threshold=256 4244 32
is_linear=0
shrinkage=0.05


Tree=188
num_leaves=31
num_cat=1
split_feature=99 116 4 93 32 35 72 55 84 76 94 55 35 78 55 52 95 62 89 126 92 53 136 12 68 16 95 79 86 107
split_gain=5.2976 5.0814 12.2718 10.3296 8.18089 8.28855 12.812 14.723 8.34408 6.01212 7.31552 7.85255 7.00212 6.02277 5.78727 6.47842 5.92361 5.11641 5.07917 10.3383 8.97187 9.67399 10.205 8.70211 8.69254 7.14433 6.80506 7.60683 9.92789 6.42514
threshold=0.27761048078536993 0.98897820711135875 9.5500001907348651 -0.46001733839511866 11.650000095367433 9.4499998092651385 0.44230574369430548 0.27500000596046453 0.84011852741241466 17.865000724792484 -0.28426313400268549 3.2050000429153447 13.750000000000002 13.184999942779543 0.19500000029802325 0.92500001192092907 0.69701847434043895 0.38689397275447851 1.0000000180025095e-35 0.94828754663467418 -0.21159716695547101 4.4749999046325692 0 3.2549999952316289 290.75714111328131 10.405000209808351 -0.73375335335731495 4.7049999237060556 0.81988811492919933 -0.5038832128047942
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 18 4 -4 5 -3 8 -8 -7 13 11 -11 14 -6 -12 16 -16 -18 -1 20 21 22 24 25 26 -23 27 28 -20 -28
right_child=-2 2 3 -5 9 6 7 -9 -10 10 12 -13 -14 -15 15 -17 17 -19 19 -21 -22 23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=1.3121713968526424e-05 -0.002462764801638059 0.0044018306047093744 0.01828764540453752 0.0041962409344524915 0.00092823994211356682 -0.0033215916404164126 -0.025104455592276805 -0.0055150691017989114 0.026049138091149782 0.02291718359614156 0.0096853633306454873 -0.010169385966252198 0.012627330687457184 -0.010576663741041117 -0.00031781115055996547 0.0022789177065639598 -0.011516181446955001 -0.039982781862771072 0.0017180794883338388 0.0019428902829961619 -0.0023214631896253564 -0.0040246640144143801 -0.00085584680438344533 0.017182802353685689 0.0027857892451484448 -0.00086855525921207186 -0.0038177526815301233 -0.00052541880479852604 0.012495817009499772 0.0042930976338652329
leaf_weight=1277775 2186 202 147 1128 823 57 129 374 42 97 100 22 138 132 49 154 38 27 782 3773 7721 2932 12048 59 4977 4616 1574 2057 294 289
leaf_count=1277775 2186 202 147 1128 823 57 129 374 42 97 100 22 138 132 49 154 38 27 782 3773 7721 2932 12048 59 4977 4616 1574 2057 294 289
internal_value=-3.38352e-06 6.81497e-07 0.00186139 0.0058209 -0.000256211 -0.0043622 -0.00730295 -0.010539 0.00913872 0.00183317 0.00564573 0.0168003 0.00302241 -0.000661967 -0.000579438 -0.00440959 -0.0134449 -0.0233408 -4.48065e-06 -0.000551435 -0.000803412 -0.000407811 0.000123208 -0.00194502 0.00130552 -0.00209454 -0.000166516 0.00125647 0.00466293 -0.00255955
internal_weight=1.32474e+06 1.32256e+06 3659 1275 2384 804 602 503 99 1580 625 119 506 955 368 268 114 65 1.3189e+06 41122 37349 29628 22021 7607 9973 7548 4996 3133 1076 1863
internal_count=1324742 1322556 3659 1275 2384 804 602 503 99 1580 625 119 506 955 368 268 114 65 1318897 41122 37349 29628 22021 7607 9973 7548 4996 3133 1076 1863
cat_boundaries=0 1
cat_threshold=1411
is_linear=0
shrinkage=0.05


Tree=189
num_leaves=31
num_cat=2
split_feature=108 136 36 15 71 78 55 64 40 4 10 81 136 93 85 36 6 61 71 84 55 69 41 36 31 74 124 3 23 32
split_gain=5.13022 10.2884 10.8567 10.4749 8.3472 7.42206 7.16183 6.41818 6.15174 5.81155 16.1274 20.7256 13.4231 16.2225 13.7796 11.889 12.1982 11.1113 9.89511 10.8555 10.4066 8.01625 12.4326 10.3536 17.2178 13.7928 13.5896 13.7772 11.2861 11.0825
threshold=-0.97166219353675831 0 13.050000190734865 1.2450000047683718 277.99308776855474 15.775000095367433 0.92500001192092907 1.3149999976158144 6.1499998569488534 7.6499998569488534 7.6499998569488534 252.37630462646487 1 -0.58536955714225758 0.8696364462375642 11.750000000000002 10.949999809265138 0.51068952679634105 280.44519042968756 0.87089896202087413 2.1550000905990605 308.01353454589849 11.34999990463257 15.449999809265138 1006.3500061035157 0.93845981359481823 -0.78257837891578663 291.50000000000006 7.4049999713897714 16.250000000000004
decision_type=2 1 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 5 3 -3 8 6 -1 -7 -5 21 11 -11 13 14 -12 -16 -17 -13 -15 20 -20 -2 23 26 -25 28 -23 -28 -26 -27
right_child=9 2 -4 4 -6 7 -8 -9 -10 10 12 17 -14 18 15 16 -18 -19 19 -21 -22 22 -24 24 25 29 27 -29 -30 -31
leaf_value=0.0083594094671151468 -1.1923369164323818e-05 -0.012270588585453338 0.00047569952576542463 -0.0052053014762808479 0.00048819376100120329 -0.018565501075457125 -0.0017336259988065383 0.0033425725313026341 0.0054508261035776124 -0.00013949539354251843 0.0069298623149231884 0.0033306120095155157 -0.00010219621793233666 -0.0001034344573328823 0.0097751050740671804 -0.00099799653489886621 0.011813556240628395 0.0010945035684542931 0.0059327040207172443 -2.219311366520124e-06 0.0017318228552755126 -0.0022411794903571002 -0.0045226898615260006 -0.0081365173545608557 0.00019371523486765805 -0.0058029582477448624 0.00086780460431467839 -0.00066720647559247387 -0.0027392820014471523 -0.041748456385087326
leaf_weight=189 903819 342 2168 2561 1122 34 2509 1996 143 17944 1868 10461 236364 27306 365 2192 203 11847 1748 8249 9413 7044 1903 954 7694 51 28607 29892 5717 37
leaf_count=189 903819 342 2168 2561 1122 34 2509 1996 143 17944 1868 10461 236364 27306 365 2192 203 11847 1748 8249 9413 7044 1903 954 7694 51 28607 29892 5717 37
internal_value=-3.21466e-06 -0.00107538 -0.00239029 -0.00388678 -0.00313736 0.000690335 -0.00102659 0.00297564 -0.00464176 5.81525e-06 0.000188137 0.00112553 5.69892e-05 0.000789671 0.00361353 0.00136901 8.79096e-05 0.00214309 0.000510089 0.00137319 0.00238975 -5.48452e-05 -0.000528521 -0.000433505 -0.00164484 -0.00118606 -0.00016639 8.34399e-05 -0.0010566 -0.0209164
internal_weight=1.32474e+06 11064 6336 4168 3826 4728 2698 2030 2704 1.31368e+06 327960 40252 287708 51344 4628 2760 2395 22308 46716 19410 11161 985718 81899 79996 14453 13499 65543 58499 13411 88
internal_count=1324742 11064 6336 4168 3826 4728 2698 2030 2704 1313678 327960 40252 287708 51344 4628 2760 2395 22308 46716 19410 11161 985718 81899 79996 14453 13499 65543 58499 13411 88
cat_boundaries=0 1 2
cat_threshold=1381 1042
is_linear=0
shrinkage=0.05


Tree=190
num_leaves=31
num_cat=3
split_feature=56 136 2 4 92 123 70 136 87 81 136 52 4 115 7 84 26 83 39 31 101 85 70 25 35 20 54 107 33 38
split_gain=6.25221 10.1372 6.50651 5.98029 12.6008 9.89828 7.63504 7.4997 6.89042 6.83813 6.55724 9.32662 7.99201 7.26137 6.47539 5.92048 5.86408 6.06317 6.41058 5.73647 6.54555 6.1086 6.18665 5.94683 5.65376 6.77775 5.5289 11.0964 7.62456 6.96976
threshold=339.84855651855474 0 67.500000000000014 12.250000000000002 -0.61181876063346852 -0.78257837891578663 322.19624328613287 1 0.91442403197288524 228.9866638183594 2 8.8750000000000018 15.050000190734865 -0.43049471080303187 4.5499999523162851 0.91105857491493236 140.50000000000003 331.24639892578131 8.7500000000000018 1014.2500000000001 0.25146527588367468 0.8603903353214265 316.39086914062506 291.50000000000006 17.050000190734867 6.3150000572204599 0.57499998807907116 1.0000000180025095e-35 11.050000190734865 9.2500000000000018
decision_type=2 1 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=3 19 -3 6 5 14 8 -7 -1 15 11 13 -12 -11 -5 -6 -4 18 -18 21 -21 23 -23 -2 25 -24 27 -8 -29 -28
right_child=1 2 16 4 9 7 26 -9 -10 10 12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 22 24 -25 -26 -27 29 28 -30 -31
leaf_value=1.7142496349551008e-05 -0.021191896063586079 0.0012932714852647597 -0.02848231564462185 -0.005512705913773089 -0.0001445851294189146 -0.0025693721865260519 0.0017990303627506963 0.0040257257151575443 -0.0010258929506852907 0.0039863390140642968 -4.0907433688051942e-05 0.00079173087004445134 0.0035285374527243779 0.013451478704739981 0.01883925911263103 -0.0097937239965540362 -0.019142748528900438 0.0020249050589659459 -0.0045728742689387057 -0.015835541581896984 0.0033263973142708316 -0.020916113204549294 -0.025661305935145953 0.0050618602828660479 0.016859265716214263 -0.0018308305463892974 -0.0070989296991120195 -0.025899245439758224 -0.00089660721210141976 -0.0010139568798144003
leaf_weight=1232188 24 618 25 33 24734 517 2821 2478 16040 2124 11572 3399 1814 224 158 160 78 347 2352 46 1430 74 39 213 28 127 481 62 60 21739
leaf_count=1232188 24 618 25 33 24734 517 2821 2478 16040 2124 11572 3399 1814 224 158 160 78 347 2352 46 1430 74 39 213 28 127 481 62 60 21739
internal_value=-9.94168e-08 -0.00169781 -0.00334073 6.84387e-06 0.000559423 0.00359593 -1.36439e-05 0.00289214 3.73927e-06 0.000339688 0.00105047 0.00246156 0.000442474 0.00488932 0.0146319 -0.000206603 -0.00437471 -0.00415769 -0.00504055 0.0011496 0.00272921 -0.00344449 -0.00861582 0.00240325 -0.00392395 -0.00742956 -0.000875948 0.00116056 -0.0136029 -0.00114568
internal_weight=1.326e+06 5401 3420 1.3206e+06 47213 3186 1.27339e+06 2995 1.24823e+06 44027 19133 5747 13386 2348 191 24894 2802 2777 2430 1981 1476 505 268 237 194 166 25163 2943 122 22220
internal_count=1326005 5401 3420 1320604 47213 3186 1273391 2995 1248228 44027 19133 5747 13386 2348 191 24894 2802 2777 2430 1981 1476 505 268 237 194 166 25163 2943 122 22220
cat_boundaries=0 1 2 3
cat_threshold=1040 6160 1587
is_linear=0
shrinkage=0.05


Tree=191
num_leaves=31
num_cat=2
split_feature=56 73 36 71 95 104 63 36 8 76 69 109 42 22 136 10 136 94 61 10 8 80 18 12 127 0 93 8 93 53
split_gain=5.64262 9.40473 5.83386 5.18415 5.18222 5.03041 6.44736 5.6195 4.94054 9.1204 9.39295 8.98503 10.5412 9.55297 8.67061 7.75504 16.2406 21.6738 12.2383 11.303 10.7054 15.1108 9.67529 9.60175 8.42875 18.9021 28.1238 9.22322 10.3025 20.6358
threshold=339.84855651855474 0.64968991279602062 8.7500000000000018 249.47364044189456 -0.99355292320251454 -0.69709065556526173 0.29616649448871618 9.0500001907348651 3.5499999523162846 21.904999732971195 308.01353454589849 0.54548051953315746 11.250000000000002 7.1050000190734872 0 6.0499999523162851 1 -0.04992378503084182 0.4460610300302506 4.0499999523162851 7.8500001430511483 259.03565979003912 11.775000095367433 2.1950000524520878 -0.81408452987670887 216.50000000000003 0.096091538667678847 13.949999809265138 0.063431680202484145 1.1050000190734866
decision_type=2 2 2 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 2 2
left_child=8 2 -2 -4 -5 6 -3 -7 9 10 -1 13 14 -12 -13 16 17 18 23 -20 -18 -22 -23 -10 25 -17 -27 -26 29 -29
right_child=1 5 3 4 -6 7 -8 -9 15 -11 11 12 -14 -15 -16 24 20 -19 19 -21 21 22 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.0001258688653027229 -0.018754633090722918 -0.009545599400298671 -0.0092541621142102539 0.011359762473148294 -0.0031489434605681942 -0.010419486814691705 -0.00045213076187538171 0.0018124699312763314 0.0043585422076109189 0.0014629646332636715 0.00066844273149646702 0.00071787979026899373 -0.0078298427017344033 -0.0043142436138029795 -0.0014380811041587551 2.1999938919921792e-05 -4.8216071941766177e-05 0.00031505251175848771 0.0027909362212567256 0.00025123340005259588 -2.0994658421691235e-05 0.003152684646755239 0.00068290003443016365 -0.0028809655776694115 -0.00018270249267521115 0.0058852742873372384 0.00086403823373302612 0.0059761073717564984 0.00017478956841954828 0.00068245805649022628
leaf_weight=299085 67 270 354 64 1605 98 701 2242 6629 8432 1296 8481 499 3732 10340 53613 244160 52575 8018 9658 20820 8671 7307 492 492931 3575 12678 2377 57071 8164
leaf_count=299085 67 270 354 64 1605 98 701 2242 6629 8432 1296 8481 499 3732 10340 53613 244160 52575 8018 9658 20820 8671 7307 492 492931 3575 12678 2377 57071 8164
internal_value=-9.38977e-08 -0.00161292 -0.00423903 -0.00375828 -0.00259259 4.47576e-05 -0.0029807 0.00130019 6.50222e-06 -0.000160427 -0.000202749 -0.00114712 -0.000657128 -0.00302992 -0.000466958 6.2531e-05 0.000248265 0.000889656 0.0021083 0.00140327 7.16001e-05 0.000866617 0.00202321 0.00385835 -4.30417e-05 0.000474818 0.00196851 -0.000107588 0.000440043 0.00187618
internal_weight=1.326e+06 5401 2090 2023 1669 3311 971 2340 1.3206e+06 331865 323433 24348 19320 5028 18821 988739 358330 77372 24797 17676 280958 36798 15978 7121 630409 69866 16253 560543 67612 10541
internal_count=1326005 5401 2090 2023 1669 3311 971 2340 1320604 331865 323433 24348 19320 5028 18821 988739 358330 77372 24797 17676 280958 36798 15978 7121 630409 69866 16253 560543 67612 10541
cat_boundaries=0 1 2
cat_threshold=5143 1792
is_linear=0
shrinkage=0.05


Tree=192
num_leaves=31
num_cat=1
split_feature=16 94 116 54 87 8 35 30 64 11 35 34 93 27 73 75 55 94 77 36 54 104 70 54 6 136 36 59 19 76
split_gain=5.07378 6.01341 5.92971 6.0168 4.98031 6.31473 11.2753 11.3873 5.81157 8.45026 5.49125 5.41396 9.4635 7.76912 5.19119 5.02533 4.93973 4.93514 4.89172 6.34714 8.31251 5.77775 6.83353 10.2295 7.81058 6.31311 8.61574 8.94261 6.8396 5.78906
threshold=20.04999923706055 0.23630066961050036 -0.8338540494441985 11.065000057220461 0.91442403197288524 12.150000095367433 9.1500000953674334 1007.7500000000001 1.075000047683716 6.0499999523162851 16.150000572204593 11.750000000000002 0.99583086371421825 20.500000000000004 0.65971794724464428 0.73713040351867687 0.39499999582767492 -0.3356426060199737 49.725000381469734 10.650000095367433 9.4449996948242205 1.0000000180025095e-35 322.19624328613287 0.2950000017881394 1.3499999642372134 0 16.050000190734867 136.96754455566409 12.50999975204468 9.5749998092651385
decision_type=2 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=4 2 -2 17 18 8 -7 -8 9 -6 16 12 -10 -13 -14 -11 -9 -4 21 -20 -21 22 -1 24 -24 -23 28 -28 -27 -29
right_child=1 -3 3 -5 5 6 7 10 11 15 -12 13 14 -15 -16 -17 -18 -19 19 20 -22 25 23 -25 -26 26 27 29 -30 -31
leaf_value=2.3168883122994416e-05 -0.0032872716880583464 0.00037293730179572735 0.011766956157350789 0.00091250361298533811 -0.00043625719221103388 -0.014440428825548371 -0.0086437766061017596 0.007249850003894321 -0.002319871203843144 -0.0042952874082920747 0.0097861110983837041 0.024725991427417725 -0.0044256018838495946 -0.00034423950063935347 -0.03139879388459535 -0.011169314149984101 0.0010690473603178379 0.0044063548481266821 -0.00087739642624011743 0.0041868918443926937 0.00055752721750142089 -0.0029683301396053741 -0.0096935144466188325 -0.001042404037720583 0.0040590997044019595 0.0021392829135810842 -0.021570210183660191 -0.0056747900170098387 -0.0012352808397533552 0.0052511461984881625
leaf_weight=1256845 238 3434 407 517 1275 111 241 380 2494 1025 248 31 30 9838 44 359 2165 517 2744 2598 4017 3337 111 24662 1477 2812 75 599 3222 152
leaf_count=1256845 238 3434 407 517 1275 111 241 380 2494 1025 248 31 30 9838 44 359 2165 517 2744 2598 4017 3337 111 24662 1477 2812 75 599 3222 152
internal_value=-8.94736e-08 0.00157193 0.0040242 0.00523178 -6.17457e-06 -0.000826628 0.00121156 0.00178419 -0.00125125 -0.00337295 0.00268399 -0.000797636 -0.00284271 -0.00026549 -0.0204637 -0.00607836 0.00199192 0.00764852 5.31423e-06 0.00114431 0.00198294 -2.92816e-06 6.49308e-06 -0.000791941 0.0030978 -0.00118841 -0.000317788 -0.00510749 0.000337353 -0.00346342
internal_weight=1.326e+06 5113 1679 1441 1.32089e+06 18241 3145 3034 15096 2659 2793 12437 2568 9869 74 1384 2545 924 1.30265e+06 9359 6615 1.29329e+06 1.2831e+06 26250 1588 10197 6860 826 6034 751
internal_count=1326005 5113 1679 1441 1320892 18241 3145 3034 15096 2659 2793 12437 2568 9869 74 1384 2545 924 1302651 9359 6615 1293292 1283095 26250 1588 10197 6860 826 6034 751
cat_boundaries=0 1
cat_threshold=642
is_linear=0
shrinkage=0.05


Tree=193
num_leaves=31
num_cat=1
split_feature=56 136 2 26 83 39 4 31 101 85 90 52 71 54 72 4 81 52 92 78 20 82 84 70 87 93 8 94 39 23
split_gain=5.06538 8.52785 5.74101 5.22093 5.51827 5.40617 5.39526 5.12643 5.76599 5.76248 5.06334 6.87536 5.21337 5.32953 5.00233 4.85075 9.47715 11.4892 8.11992 7.86153 6.76526 6.58978 6.38799 6.25159 6.09226 5.83705 5.11496 8.93246 6.18691 6.50793
threshold=339.84855651855474 0 67.500000000000014 140.50000000000003 331.24639892578131 8.7500000000000018 13.150000095367433 1014.2500000000001 0.25146527588367468 0.90882146358490001 -0.41131646931171412 0.42499999701976782 255.21540832519534 8.8249998092651385 0.91540351510047924 12.050000190734865 237.29639434814456 1.1250000000000002 0.25038628280162817 12.565000057220461 6.7750000953674325 332.28582763671881 0.91239652037620556 322.19624328613287 0.91442403197288524 -0.19026383757591245 18.750000000000004 -0.28426313400268549 9.9499998092651385 5.5850000381469735
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=15 7 -3 -4 5 6 -5 9 -9 14 12 -12 -7 -14 -2 23 22 18 21 -19 25 -18 -17 24 -1 -20 28 -28 29 -21
right_child=1 2 3 4 -6 10 -8 8 -10 -11 11 -13 13 -15 -16 16 17 19 20 26 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.4870475923406145e-05 0.00030816070911650724 0.0013180679085488887 -0.026753258518874647 -0.0071978754674394928 0.002096951228528893 -0.0099143311690910816 -0.034227639621434117 -0.014847736785431271 0.0031369566893548698 -0.019553211586055708 0.0013957874644547701 -0.010820729645279097 -0.00089579030736206119 -0.012686140946162303 -0.016601833306747128 -6.2293371325687383e-05 0.0045106281838305307 0.0034040100857931203 0.0052271025812367202 0.0046692068591299984 0.0086859211972316139 0.012782856429744836 -0.0085760443735666374 -0.0007977150809644224 -0.00096917000030841008 5.2121096123643792e-05 0.014183658923410017 0.0016400105786082584 0.00026716526484474182 -0.0045708384710372463
leaf_weight=1226542 407 618 25 48 347 223 30 46 1430 49 150 496 1380 103 49 29186 1885 2171 679 225 319 276 222 24912 15933 2759 161 1198 12891 1245
leaf_count=1226542 407 618 25 48 347 223 30 46 1430 49 150 496 1380 103 49 29186 1885 2171 679 225 319 276 222 24912 15933 2759 161 1198 12891 1245
internal_value=-8.61194e-08 -0.00152819 -0.00303511 -0.00400606 -0.00380128 -0.00464354 -0.0175939 0.00108321 0.00257646 -0.00325975 -0.00421406 -0.00798408 -0.00278649 -0.00171468 -0.00150892 6.16351e-06 0.00047381 0.00121537 0.00312511 0.000583663 0.00172047 0.00556715 -0.000126563 -1.34728e-05 2.25154e-06 0.00107417 0.000194161 0.00312605 -8.32877e-05 -0.00315655
internal_weight=1.326e+06 5401 3420 2802 2777 2430 78 1981 1476 505 2352 646 1706 1483 456 1.3206e+06 53217 23809 5918 17891 3757 2161 29408 1.26739e+06 1.24248e+06 3438 15720 1359 14361 1470
internal_count=1326005 5401 3420 2802 2777 2430 78 1981 1476 505 2352 646 1706 1483 456 1320604 53217 23809 5918 17891 3757 2161 29408 1267387 1242475 3438 15720 1359 14361 1470
cat_boundaries=0 1
cat_threshold=1040
is_linear=0
shrinkage=0.05


Tree=194
num_leaves=31
num_cat=2
split_feature=61 54 52 92 102 56 60 63 55 136 35 93 136 64 104 31 60 60 63 53 39 67 11 126 65 55 52 67 35 83
split_gain=4.60661 7.97208 20.1789 16.6917 15.371 13.5936 21.3096 13.2438 15.7186 10.8171 12.5585 10.648 15.7835 18.7794 18.1736 18.6751 15.416 14.5937 14.721 12.4832 12.4438 12.246 11.976 13.2209 11.7009 10.2114 25.6251 9.71745 9.63352 9.59926
threshold=0.85372117161750805 9.1250000000000018 7.4049999713897714 -0.75314617156982411 0.28076560795307165 254.86667633056643 0.35883335769176489 0.38716699182987219 1.185000002384186 0 10.84999990463257 -0.69440311193466175 1 1.0000000180025095e-35 -0.980596363544464 1014.5499877929689 0.63736790418624889 0.4359803199768067 0.46355901658535009 4.8650000095367441 10.949999809265138 23.875000000000004 0.75000000000000011 0.89490029215812694 2.7350000143051152 1.9950000047683718 2.3649998903274541 0.39499999582767492 11.750000000000002 270.65724182128912
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 28 11 7 8 -7 10 29 12 14 -14 15 -1 22 18 -13 21 -17 -16 -15 27 -20 26 -8 -24 -4 -3
right_child=-2 9 3 -5 -6 6 25 -9 -10 -11 -12 17 13 16 19 20 -18 -19 24 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012861468988469994 0.0005191350022916198 -0.001536504317741416 0.0080463934857723848 0.0014962433241045539 -0.0026383343356286425 -0.00073927939591228128 -0.0001666207407999583 -0.00021350202301340451 -0.0029947745509090644 -8.7961116145447474e-05 -0.0015185374469698476 7.9597218371248206e-07 -0.007451455778349248 0.0030635061679919013 0.0011464178950120793 0.035806882762631706 -0.002098382072631438 -0.0010733456282209057 -0.00033454562047482083 -0.00049990651322762928 0.0084612836882956809 0.005567751962224636 -0.0038948026229779866 0.0020032425462507457 0.0023929522154162181 -0.00042993907761644534 0.0027813583408086038 7.2147759865212165e-06 0.00052557043216170513 0.00083109220087314534
leaf_weight=1570 41386 6283 472 39025 5307 14592 27974 17521 16413 149651 32950 701357 833 3771 39374 43 7255 30888 5952 12194 1280 1631 1642 8546 11587 62295 10009 56418 4349 13437
leaf_count=1570 41386 6283 472 39025 5307 14592 27974 17521 16413 149651 32950 701357 833 3771 39374 43 7255 30888 5952 12194 1280 1631 1642 8546 11587 62295 10009 56418 4349 13437
internal_value=-8.18135e-08 -1.68092e-05 3.70445e-05 0.00102685 -0.000781797 -1.00466e-05 -0.000452186 -0.00131232 -0.00193326 -0.000304895 -0.000921076 6.43501e-05 0.000473901 1.59687e-05 0.00111428 0.00497386 9.60971e-05 -9.14839e-06 3.65758e-05 0.000904607 0.00935007 0.00132228 0.000322321 0.000167124 0.00146735 -3.59549e-05 0.000610209 -0.000103139 0.0012619 7.6751e-05
internal_weight=1.326e+06 1.28462e+06 1.0823e+06 49153 10128 1.03314e+06 148804 48526 31005 202321 52670 884341 134557 78465 56092 2893 77632 749784 718896 53199 1323 41005 70377 66606 17539 100278 37983 58060 4821 19720
internal_count=1326005 1284619 1082298 49153 10128 1033145 148804 48526 31005 202321 52670 884341 134557 78465 56092 2893 77632 749784 718896 53199 1323 41005 70377 66606 17539 100278 37983 58060 4821 19720
cat_boundaries=0 1 2
cat_threshold=2692 3842
is_linear=0
shrinkage=0.05


Tree=195
num_leaves=31
num_cat=2
split_feature=32 66 26 80 31 99 132 109 39 100 107 19 38 67 109 35 79 37 57 136 28 42 136 86 43 103 8 53 28 12
split_gain=5.00961 11.0182 9.64865 9.58696 9.39747 12.7378 13.5128 17.9137 15.2648 24.6343 13.0754 11.6434 15.9867 10.1598 10.3497 10.0645 10.0307 9.27612 20.3565 14.7487 11.5734 11.197 10.6428 20.2482 14.3995 17.4539 13.8552 13.4762 16.1539 17.898
threshold=10.84999990463257 3.8149999380111699 236.50000000000003 296.44226074218756 1010.1499938964845 -0.94826388359069813 1014.8500061035157 -0.59052801132202137 15.250000000000002 -0.90346401929855336 -0.35952396690845484 13.344999790191652 11.84999990463257 61.114999771118171 0.44250540435314184 12.050000190734865 5.8650000095367441 12.34999990463257 228.83806610107425 0 1020.9500122070314 11.250000000000002 1 0.70311474800109874 9.3499999046325701 0.61217275261878978 1.0000000180025095e-35 1.235000014305115 1020.9500122070314 1.1749999523162844
decision_type=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 2 2 2
left_child=1 3 -3 -1 5 -2 10 16 9 -9 13 12 -11 -7 -15 -16 -8 18 -6 -20 -21 -22 23 26 27 -26 -19 28 29 -25
right_child=4 2 -4 -5 17 6 7 8 -10 11 -12 -13 -14 14 15 -17 -18 22 19 20 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=7.5469538000789147e-05 -0.001590368497972317 0.0033433625008108185 0.0005392400468485955 -0.0012186210128950752 0.00011630798846179655 -0.0011808550216370827 -0.023687975817228285 0.033535113756454758 -0.0023624039357829116 -0.0022688759400620816 8.4093257737024915e-05 -0.00015682178294334931 0.0040237015361180772 0.0010315911505375714 -0.0012379648682740367 -0.012924843109106986 -0.0046776867659681217 -0.0044511748676139412 0.00017020028075689198 -0.0018431878172544105 6.7039856746048e-05 -0.012597010252796019 -4.7201131463621542e-05 -0.0015614855566463185 0.00032404667598928786 -0.0045902884482136742 -5.1918777266177209e-05 0.00077727768064705623 0.0088506556807599456 0.0029890794204223145
leaf_weight=203390 21587 3177 89167 15395 105683 24489 99 62 2274 1188 35050 4296 6712 372 277 550 232 1821 20323 39288 12562 177 519797 2761 6158 2557 104337 90538 923 9940
leaf_count=203390 21587 3177 89167 15395 105683 24489 99 62 2274 1188 35050 4296 6712 372 277 550 232 1821 20323 39288 12562 177 519797 2761 6158 2557 104337 90538 923 9940
internal_value=2.21157e-06 0.000177718 0.000635713 -1.55903e-05 -5.1637e-05 -0.000519148 -0.000213273 0.00113804 0.00140002 0.00209799 -0.000543948 0.00193817 0.00307743 -0.00140088 -0.00589477 -0.00901037 -0.0103635 -2.08069e-06 -0.000326064 -0.000972246 -0.00141827 -0.000108919 7.59882e-05 0.000368317 0.000834542 -0.00111783 -0.000127382 0.000997893 0.00246399 0.00199986
internal_weight=1.32518e+06 311129 92344 218785 1.01405e+06 97188 75601 14863 14532 12258 60738 12196 7900 25688 1199 827 331 916865 178033 72350 52027 12739 738832 219035 112877 8715 106158 104162 13624 12701
internal_count=1325182 311129 92344 218785 1014053 97188 75601 14863 14532 12258 60738 12196 7900 25688 1199 827 331 916865 178033 72350 52027 12739 738832 219035 112877 8715 106158 104162 13624 12701
cat_boundaries=0 1 2
cat_threshold=39 1424
is_linear=0
shrinkage=0.05


Tree=196
num_leaves=31
num_cat=1
split_feature=88 26 64 115 72 32 66 126 16 136 124 31 99 132 109 39 100 96 77 69 19 39 67 59 64 107 86 0 28 36
split_gain=4.94922 6.16696 4.98384 5.02885 4.88973 4.51107 10.193 11.5627 11.3342 17.0006 11.4885 8.57478 11.7908 11.3987 16.3311 13.8054 20.1707 11.6897 13.9674 11.6441 10.7806 14.2122 10.6155 10.0223 11.0811 8.75897 8.55823 8.45675 8.39734 8.04371
threshold=0.93781355023384105 350.50000000000006 27.884999275207523 -0.87878364324569691 0.29899388551712042 10.84999990463257 4.4549999237060556 0.62249094247818004 11.120000362396242 0 -0.13052122294902799 1010.6499938964845 -0.94826388359069813 1014.8500061035157 -0.59052801132202137 15.34999990463257 -0.90346401929855336 -0.71440857648849476 8.9650001525878924 254.16490173339847 13.344999790191652 11.34999990463257 61.114999771118171 266.51950073242193 14.22499990463257 -0.98088148236274708 0.88856253027915966 173.50000000000003 1016.4500122070314 12.550000190734865
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=5 2 3 -2 -5 6 -1 8 9 -8 -11 12 -7 19 17 16 -16 18 -15 -14 21 -18 -21 25 -25 -17 -23 -10 -12 -13
right_child=1 -3 -4 4 -6 11 7 -9 27 10 28 29 13 14 15 23 20 -19 -20 22 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.4319245856500913e-06 0.00057228459920038619 0.016115178316314187 0.010988563668885919 -0.014684079172956938 -0.0037288939789207783 -0.0014239415788963707 0.0012753713182484065 9.6354645022577457e-05 -0.00014052542870513106 0.0021539044285005795 0.010569852543784147 -0.00027049172591703572 4.8149677712788492e-05 -0.0269733222960322 0.02951814231152336 0.025646375253563749 -0.0036863902844172258 0.024460414327357127 -0.0046397330025012076 -0.0010209808288814653 -0.00020513060720204489 0.0042896397975600532 -0.0055225611404798097 -0.01451193507407373 -0.00092791686077125395 -0.00080991423076193312 -0.0004095069235947981 0.0016217811560229674 0.0044410726578567065 8.7666462685767897e-05
leaf_weight=221860 713 45 66 109 1554 24556 9650 47830 15086 1769 1133 202372 46340 108 66 32 747 23 199 26768 4344 6182 1377 309 292 1400 1149 12405 1103 695595
leaf_count=221860 713 45 66 109 1554 24556 9650 47830 15086 1769 1133 202372 46340 108 66 32 747 23 199 26768 4344 6182 1377 309 292 1400 1149 12405 1103 695595
internal_value=2.10104e-06 -0.0022263 -0.00256428 -0.00294075 -0.00444694 6.29099e-06 0.000172891 0.000625015 0.00123955 0.00241703 0.00515178 -4.48873e-05 -0.000453588 -0.000186864 0.00107799 0.00132794 0.00194998 -0.00992072 -0.0124965 -0.000439054 0.00180351 0.00288367 -0.00124122 -0.00249303 -0.00791205 -0.000218712 0.00355313 0.000654695 0.00754658 6.94948e-06
internal_weight=1.32518e+06 2487 2442 2376 1663 1.3227e+06 310836 88976 41146 13655 4005 1.01186e+06 113892 89336 14851 14521 12488 330 307 74485 12422 8078 28145 2033 601 1432 7331 27491 2236 897967
internal_count=1325182 2487 2442 2376 1663 1322695 310836 88976 41146 13655 4005 1011859 113892 89336 14851 14521 12488 330 307 74485 12422 8078 28145 2033 601 1432 7331 27491 2236 897967
cat_boundaries=0 1
cat_threshold=2242
is_linear=0
shrinkage=0.05


Tree=197
num_leaves=31
num_cat=2
split_feature=99 54 81 93 61 18 19 53 136 82 136 31 14 56 92 52 60 88 9 87 12 21 67 95 53 31 75 12 31 33
split_gain=4.95391 5.60462 6.54362 4.67764 17.644 13.2532 14.629 15.9482 13.4163 11.9905 11.8886 10.7768 17.896 14.1148 9.81511 13.0585 9.73249 9.72149 10.3214 9.41805 9.14298 8.89519 10.6341 11.3031 8.76375 8.24624 9.29018 9.45534 8.00845 8.00762
threshold=0.10214221104979516 9.2750000953674334 207.22806549072268 -0.60750499367713917 0.26462988555431372 17.029999732971195 10.405000209808351 4.3550000190734872 0 312.01542663574224 1 1018.4500122070314 2.1450001001358037 227.95373535156253 -0.91911646723747242 2.7350000143051152 0.75513029098510753 -0.33604811131954188 14.34999990463257 0.56217110157012951 3.3549998998641972 6.9849998950958261 6.3550000190734872 0.27924351394176489 0.97500002384185802 1017.5499877929689 0.72213545441627514 2.3349999189376835 1016.3500061035157 12.750000000000002
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=3 2 -2 4 24 6 7 8 11 25 17 29 13 -13 15 -5 -17 19 -19 -8 -9 22 23 -12 -1 26 27 -10 -7 -6
right_child=1 -3 -4 14 5 28 10 20 9 -11 21 12 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0034378390783377979 -0.0077008485913552492 0.0028904160048484574 -0.0015504453003167109 -0.00020626643653222777 0.0021573244937014738 -0.00086635249525737691 0.0087685252788378947 -0.0016506282727921505 -0.00077189711377301587 0.0012799833233446696 0.00051393065477335317 0.0090555011050805611 -0.0068549561352373861 0.00011840946084011399 -1.3214774464815791e-05 -0.0032970717480393405 0.014946885449132204 0.00033068064997671592 0.014703964987503633 0.0019974444285817197 0.0070896363112536304 -0.00071395241529196695 0.0030223367820527217 -0.0055035759144678453 0.00096659580711235178 0.00085701067028487129 -0.0023977670736610793 0.004847545895769724 -0.0042596515546674922 0.0001776225580505085
leaf_weight=5550 493 596 3522 11353 6628 6151 529 18997 19161 8080 23652 1286 315 673 1105330 6020 74 14316 126 17587 304 17468 4260 807 10146 5918 10365 779 2424 22272
leaf_count=5550 493 596 3522 11353 6628 6151 529 18997 19161 8080 23652 1286 315 673 1105330 6020 74 14316 126 17587 304 17468 4260 807 10146 5918 10365 779 2424 22272
internal_value=1.99647e-06 -0.00163403 -0.00230565 7.70892e-06 0.000231913 9.32675e-05 0.000188091 -0.000230371 9.76142e-05 -0.000461555 0.000691755 0.00089214 0.00420658 0.00598523 -3.17879e-05 -0.00120846 -0.00307553 0.00142331 0.000456081 0.00219516 -0.00151296 0.000175724 0.000716921 0.000315389 0.00184041 -0.000850155 -0.00118353 -0.000552361 -0.00182558 0.000631652
internal_weight=1.32518e+06 4611 4015 1.32057e+06 197794 182098 173523 94778 75477 44303 78745 31174 2274 1959 1.12278e+06 17447 6094 32558 14442 18116 19301 46187 28719 24459 15696 36223 30305 19940 8575 28900
internal_count=1325182 4611 4015 1320571 197794 182098 173523 94778 75477 44303 78745 31174 2274 1959 1122777 17447 6094 32558 14442 18116 19301 46187 28719 24459 15696 36223 30305 19940 8575 28900
cat_boundaries=0 1 2
cat_threshold=3842 3844
is_linear=0
shrinkage=0.05


Tree=198
num_leaves=31
num_cat=3
split_feature=108 55 120 86 90 67 52 25 39 136 4 81 75 92 136 42 123 124 92 60 136 52 28 36 83 75 39 53 1 19
split_gain=4.62692 8.74152 7.61464 11.77 7.06931 6.67906 9.25504 7.22223 6.3863 6.3128 5.5934 5.85915 9.98847 5.35803 5.10528 5.0571 4.99198 8.78147 25.8008 12.6077 10.208 11.1091 8.48746 8.12375 15.6124 14.387 9.6536 9.98902 11.2011 8.48501
threshold=-0.97166219353675831 1.4149999618530276 0.026175950653851036 0.7170735001564027 -0.54164007306098927 2.4650000333786015 4.3650000095367441 184.50000000000003 11.150000095367433 0 14.949999809265138 232.04031372070315 0.44695048034191137 -0.21159716695547101 1 9.8499999046325701 -0.41467745602130884 1.0000000180025095e-35 -0.33370478451251978 0.43373903632164007 2 0.81499999761581432 1020.9500122070314 9.3499999046325701 301.31692504882818 0.78360065817832958 9.0500001907348651 0.42499999701976782 314.50000000000006 5.4100000858306894
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 14 6 7 -4 -1 15 16 -12 -13 -14 -5 -7 23 -18 19 20 -19 22 -22 24 -2 26 29 28 -28 -26
right_child=10 2 5 4 -6 9 -8 -9 -10 -11 11 12 13 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0057029577704281152 5.2776390445508821e-05 -0.0057047696085078875 -0.020382499130633239 -0.0018367707426647749 0.0083453547808230878 -0.0039787769759892164 -0.0011476592663606045 -0.0060304438670409875 0.0049758957255579862 -0.00025981967630514345 9.6635483075512452e-05 0.012726371441615631 0.0090530020119693726 0.0014976410361110754 0.0029564139147871711 0.0048433291193823403 -7.043197769362291e-05 0.0042814111200708323 0.00012090476949776442 0.00047880388698988007 0.0031018821434896163 0.00098324461150812417 0.0099474928010608865 -6.4360748059927506e-05 0.014618403336858935 -0.008490750299246945 -0.030418402827470693 -0.0028426727056708196 -0.0079046657103874259 -0.00057190134250381544
leaf_weight=166 6689 615 165 959 374 2923 335 187 894 3012 3360 250 261 2325 1296 172 312951 4998 238270 16867 3696 12907 516 706834 97 1191 74 821 218 1759
leaf_count=166 6689 615 165 959 374 2923 335 187 894 3012 3360 250 261 2325 1296 172 312951 4998 238270 16867 3696 12907 516 706834 97 1191 74 821 218 1759
internal_value=1.89664e-06 -0.00101474 -0.00147075 0.000522187 0.00197885 -0.00242234 -0.00709646 -0.012758 0.00330355 -0.00189653 1.04826e-05 0.00150922 0.00318281 0.00226019 0.000922947 -0.00347727 3.38246e-06 0.0001111 0.000316004 0.00150845 0.00229369 0.00170986 0.00394052 -8.52017e-05 -0.00144303 -0.00384819 -0.00198585 -0.00566758 -0.0136102 0.000221989
internal_weight=1.32518e+06 11098 10038 3244 2629 6794 687 352 1060 6107 1.31408e+06 6196 2836 2586 2255 3095 1.30789e+06 590205 277254 38984 22117 17119 4212 717683 10849 4160 2969 1113 292 1856
internal_count=1325182 11098 10038 3244 2629 6794 687 352 1060 6107 1314084 6196 2836 2586 2255 3095 1307888 590205 277254 38984 22117 17119 4212 717683 10849 4160 2969 1113 292 1856
cat_boundaries=0 1 2 3
cat_threshold=402 6784 1798
is_linear=0
shrinkage=0.05


Tree=199
num_leaves=31
num_cat=3
split_feature=28 92 136 89 38 126 53 91 116 17 17 32 28 110 132 136 12 36 34 66 25 31 41 136 39 119 29 86 35 38
split_gain=4.54617 7.57475 4.98321 5.02855 6.53473 7.21577 5.7278 4.91371 14.1193 11.1205 13.9619 13.4158 15.6378 17.2368 19.8925 11.6027 12.7238 11.4409 9.02454 9.38626 9.16678 8.53485 9.43753 10.7817 11.3291 9.13893 9.2123 11.4537 9.29479 8.88516
threshold=1027.049987792969 -0.2853140383958816 0 -0.55994868278503407 10.750000000000002 0.1650413200259209 10.295000076293947 -0.89367422461509693 -0.16504132002592084 11.775000095367433 13.344999790191652 9.9499998092651385 1016.5499877929689 0.4401786625385285 1019.7500000000001 1 1.6950000524520876 14.750000000000002 13.150000095367433 9.9549999237060565 305.50000000000006 1011.9500122070314 4.7500000000000009 2 7.6499998569488534 0.58068084716796886 1017.6499938964845 0.82940638065338146 17.050000190734867 11.449999809265138
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=7 -2 3 4 5 -3 -7 8 -1 21 11 -11 13 15 -15 -13 -17 -12 19 -14 -20 22 23 24 -10 -23 27 -27 -28 -25
right_child=1 2 -4 -5 -6 6 -8 -9 9 10 17 12 18 14 -16 16 -18 -19 20 -21 -22 25 -24 29 -26 26 28 -29 -30 -31
leaf_value=-0.0011418301883431841 0.0058393962014607892 0.014043130141895958 1.4746399012821926e-05 -6.8242991558934896e-05 0.0018653479880880693 0.010976654753572297 -0.00092245178376705638 4.1648988247213235e-05 -0.014507659993822052 0.0010989793048358767 -0.00028008386920666859 0.0009574016336973938 -0.0032433091108545337 -0.0048723199600133318 0.0059786050504603465 -0.0061209420881383316 -0.0013071919895836902 0.0011259748516602576 0.0009552084609111514 -0.00050395832309365067 -0.0037728628602983101 0.00088134020258383804 -0.0048677832042787125 -0.0040772951987027382 0.001920529792473211 0.0024987952106092799 -0.0015710449329549973 -0.00019305428250625638 0.014310033582851931 -0.00052192328934411202
leaf_weight=34466 700 247 14039 2564 3465 158 281 1015404 107 6699 63746 4142 4469 7122 449 1713 6911 18715 10954 10414 1131 59785 1197 1979 5460 5052 9893 18144 93 15683
leaf_count=34466 700 247 14039 2564 3465 158 281 1015404 107 6699 63746 4142 4469 7122 449 1713 6911 18715 10954 10414 1131 59785 1197 1979 5460 5052 9893 18144 93 15683
internal_value=1.80375e-06 0.000723733 0.000551189 0.00167022 0.00274806 0.00720664 0.00336014 -1.00762e-05 -0.000192239 -6.33145e-05 -0.00037025 -0.000995196 -0.00129176 -0.00233861 -0.0042288 -0.00121761 -0.00226073 3.90293e-05 -0.000502311 -0.00132652 0.000512722 0.000293487 -0.000538248 -0.000315146 0.0016019 0.000512016 -0.000153408 0.00039322 -0.00142314 -0.000919776
internal_weight=1.32518e+06 21454 20754 6715 4151 686 439 1.30373e+06 288324 253858 136465 54004 47305 20337 7571 12766 8624 82461 26968 14883 12085 117393 24426 23229 5567 92967 33182 23196 9986 17662
internal_count=1325182 21454 20754 6715 4151 686 439 1303728 288324 253858 136465 54004 47305 20337 7571 12766 8624 82461 26968 14883 12085 117393 24426 23229 5567 92967 33182 23196 9986 17662
cat_boundaries=0 1 2 3
cat_threshold=786 7200 1168
is_linear=0
shrinkage=0.05


Tree=200
num_leaves=31
num_cat=2
split_feature=2 0 76 79 5 136 21 111 26 136 53 12 52 33 53 103 18 135 111 3 65 102 80 18 35 13 87 82 6 20
split_gain=5.15522 16.7112 29.9367 13.1275 11.4408 10.5297 10.5915 8.25234 16.2728 14.8998 12.8956 11.8685 11.5842 11.1933 10.0237 9.36163 9.35214 10.231 23.1536 10.9771 11.2106 10.0843 9.71556 9.4807 12.6468 9.2483 9.22923 10.7894 18.6229 10.6072
threshold=286.50000000000006 245.50000000000003 6.305000066757203 6.3550000190734872 4.0499999523162851 0 6.4849998950958261 0.65223413705825817 294.50000000000006 1 0.38499999046325689 0.95499998331069957 0.46500000357627874 9.9499998092651385 0.34499999880790716 -0.20316822081804273 15.405000209808351 1015.6499938964845 -0.45481765270233149 265.50000000000006 10.144999980926515 0.38216583430767065 219.13497161865237 11.775000095367433 15.150000095367433 1.235000014305115 0.84938687086105358 318.06466674804693 7.9500000476837167 4.7249999046325692
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 7 -3 5 -5 -4 -7 8 9 11 -10 -1 14 -12 -11 -13 17 19 22 -15 -21 -20 -19 -23 25 -25 27 -9 -29 -30
right_child=-2 2 3 4 -6 6 -8 26 10 12 13 15 -14 16 -16 -17 -18 18 21 20 -22 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0023398385086866799 -0.00010076820982962628 0.00017112353269677891 0.0017559163939048336 0.00019260720605878009 0.0020799293814548619 0.0092992855751793217 0.0036616496585329429 7.7465045892954887e-05 0.003215071583551304 0.0099507175272173561 0.00093185173563296853 -0.0014677689623014685 0.00040217831474633229 -0.0020650619444435871 0.0018560177231708099 8.4755232633314628e-05 0.00075942768567364071 -0.042038016196559461 -0.0038694732504896824 0.0022849949206525163 -0.0016900576100006203 0.0044756139275639135 -0.011867541093717239 -0.023605150075041152 -0.013412541356526808 0.0012614314470780158 0.00095710888400975507 -0.00051615509389056613 -0.019877683741084531 -0.0049508378191491275
leaf_weight=8169 651622 172683 5062 15246 16965 1130 3171 224445 1797 574 6238 12821 67614 39602 1146 40015 5039 34 875 3165 4035 2092 124 38 166 2334 28607 7996 127 1893
leaf_count=8169 651622 172683 5062 15246 16965 1130 3171 224445 1797 574 6238 12821 67614 39602 1146 40015 5039 34 875 3165 4035 2092 124 38 166 2334 28607 7996 127 1893
internal_value=-5.16992e-07 9.65205e-05 0.000461119 0.00166565 0.00118663 0.00331361 0.00513089 -7.36907e-05 -0.000319398 3.76454e-06 -0.000962081 -0.000566105 0.000505186 -0.00107984 0.00455739 -0.000291975 -0.00129807 -0.00149568 0.000511572 -0.00173856 5.73092e-05 0.00105321 -0.0183599 0.00198352 -7.06448e-05 0.000863063 0.000109261 5.81361e-06 -0.0015998 -0.00588931
internal_weight=1.32482e+06 673203 214257 41574 32211 9363 4301 458946 195878 130339 65539 61005 69334 63742 1720 52836 57504 52465 5663 46802 7200 5505 158 4630 2538 2372 263068 234461 10016 2020
internal_count=1324825 673203 214257 41574 32211 9363 4301 458946 195878 130339 65539 61005 69334 63742 1720 52836 57504 52465 5663 46802 7200 5505 158 4630 2538 2372 263068 234461 10016 2020
cat_boundaries=0 1 2
cat_threshold=6180 3222
is_linear=0
shrinkage=0.05


Tree=201
num_leaves=31
num_cat=2
split_feature=88 15 36 29 31 53 92 114 136 1 75 65 120 90 43 63 112 94 111 86 63 93 12 92 24 20 11 28 27 136
split_gain=5.05617 5.55984 4.96923 7.34916 8.49646 4.93119 5.6408 6.20713 5.62709 5.84615 7.25576 6.55462 5.62577 5.66239 5.63311 5.14099 5.00075 5.34427 4.83217 6.84384 4.74762 4.7202 14.2073 11.5078 15.9254 12.2708 20.1927 12.6758 15.8147 15.5074
threshold=0.65192922949790966 3.8649998903274541 7.6499998569488534 1012.4500122070314 1013.3500061035157 1.6649999618530276 0.011004361324012281 -0.73724925518035878 0 158.50000000000003 0.50430423021316539 1.1250000000000002 -0.21643137186765668 -0.98878833651542652 8.8499999046325701 0.4261650443077088 -0.8338540494441985 0.6098114848136903 0.75835105776786815 0.86604267358779918 0.64955681562423717 -0.60750499367713917 2.5249999761581425 -0.23550448566675183 217.50000000000003 6.0950000286102304 2.5499999523162846 1020.4500122070314 297.50000000000006 1
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 1
left_child=2 5 3 4 -1 8 16 -8 -2 -10 -11 -12 14 -14 15 -13 17 -7 19 -15 -5 22 23 25 -25 26 -4 -27 29 -29
right_child=1 -3 21 20 -6 6 7 -9 9 10 11 12 13 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.0056603105263809484 -0.0037815179818870221 0.022237903460860256 0.0030483432246975421 -0.00028459834060936233 -0.026758823528060721 0.0016476082041969196 -0.0014417851625879924 -0.0097336565768341831 -0.0025827919868984194 0.0056746142596552918 -0.0076942479259346193 -0.0011027290050077546 0.028047563375106884 0.0061212379893776578 -0.011811757315972858 0.0086386851247668237 -0.0028655423845139485 0.023151717548288646 -0.00025441126647190407 0.032430272518597064 -0.010932451975712167 -2.9313904129658567e-05 0.0021218616700293398 -0.0049178547532858635 -0.00047417394385696436 -0.00017347912609328621 0.00047365207494347284 0.0090655972946444407 -0.0017148069325014063 0.0015040554960445839
leaf_weight=293 934 25 8829 1423 57 425 392 532 1047 835 239 801 28 122 102 163 1509 31 208 31 113 1117798 9504 2229 21124 96478 55395 1204 1386 1568
leaf_count=293 934 25 8829 1423 57 425 392 532 1047 835 239 801 28 122 102 163 1509 31 208 31 113 1117798 9504 2229 21124 96478 55395 1204 1386 1568
internal_value=-4.9048e-07 -0.00130168 6.84218e-06 -0.00255783 -0.00909635 -0.00138122 -0.002994 -0.00621589 -0.000348114 0.000557657 0.00186 -2.0284e-05 0.00124025 0.006387 -0.000637879 0.000544419 -0.00147897 0.00310951 0.00470696 0.0114518 -0.00106794 1.05191e-05 0.000235716 0.000140473 -0.000898315 0.000287621 0.0008276 -5.69837e-05 0.00264606 0.00482649
internal_weight=1.32482e+06 7424 1.3174e+06 1886 350 7399 2889 924 4510 3576 2529 1694 1455 389 1066 964 1965 456 361 153 1536 1.31552e+06 197717 188213 23353 164860 64224 100636 4158 2772
internal_count=1324825 7424 1317401 1886 350 7399 2889 924 4510 3576 2529 1694 1455 389 1066 964 1965 456 361 153 1536 1315515 197717 188213 23353 164860 64224 100636 4158 2772
cat_boundaries=0 1 2
cat_threshold=1572 4883
is_linear=0
shrinkage=0.05


Tree=202
num_leaves=31
num_cat=0
split_feature=36 77 133 93 33 6 67 37 17 115 91 92 124 76 37 55 35 108 88 43 96 33 38 88 110 97 4 102 55 106
split_gain=4.85895 7.97031 9.47663 9.19726 7.88387 7.87302 8.481 7.02552 6.56001 6.49481 6.35804 6.34252 5.81578 11.496 18.482 11.785 6.19753 10.8911 6.70911 6.13703 9.02492 6.70755 6.53482 6.01722 6.06718 5.90169 5.74444 5.54618 5.54363 5.63747
threshold=8.7500000000000018 25.275000572204593 1017.1499938964845 0.022588336840271953 8.9499998092651385 11.050000190734865 1.1549999713897707 8.5500001907348651 5.1300001144409189 -0.88697704672813404 -0.45172280073165888 -0.65649923682212818 0.94260558485984813 14.074999809265138 11.750000000000002 8.7449998855590838 12.949999809265138 0.96911594271659862 -0.53930935263633717 11.050000190734865 -0.67151895165443409 10.550000190734865 8.9499998092651385 0.65192922949790966 0.93552601337432872 -0.73066183924674977 13.050000190734865 0.84524318575859081 0.074999999254941954 -0.12512376159429547
decision_type=2 2 2 2 2 2 2 2 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 -3 26 7 9 -6 11 -7 -8 -1 23 -14 16 -16 19 18 -18 21 -21 -15 -23 -2 25 -25 -5 -20 -24 -30
right_child=12 2 -4 4 5 6 10 -9 -10 -11 -12 -13 13 14 15 -17 17 -19 27 20 -22 22 28 24 -26 -27 -28 -29 29 -31
leaf_value=0.029524910991842096 -1.8550332968919828e-05 0.00069031657188224269 0.011047599870029704 -0.003978760424391453 -0.0070469599128007258 -0.020368682693138167 -0.0087957402867979827 0.0098123707012696699 -0.00042883183343369544 0.0067731691260511685 -0.0180186954403912 0.0046334594205275611 0.00010479910324500752 0.00069814258990770711 0.0042397151173949859 0.0011037824715262338 0.0049029457842609684 0.016194851072081788 -6.7296802018094678e-05 -0.0052469935961164324 0.012752903450910964 0.011216247269001446 0.0042500730246973102 -0.00081567484852530662 0.0066485287989221601 -0.0042041267223815277 0.0062854009600375937 -0.018135971375463061 -0.0018702168897508781 -0.0074492500360616373
leaf_weight=33 1173028 826 112 489 141 27 758 110 8811 120 248 114 109731 5336 6106 5882 394 154 116 106 203 95 332 4084 216 1875 189 67 4620 502
leaf_count=33 1173028 826 112 489 141 27 758 110 8811 120 248 114 109731 5336 6106 5882 394 154 116 106 203 95 332 4084 216 1875 189 67 4620 502
internal_value=-4.63393e-07 -0.00100295 -0.0032243 -0.00377397 -0.00554511 -0.00768322 -0.00943017 0.000341591 -0.000254064 0.00178793 -0.0110694 0.0102213 8.68294e-06 0.000321281 0.00131467 0.00270105 -7.90406e-05 0.00438147 0.0012285 -0.000370324 0.00657818 -0.000567576 -0.00178471 -2.67451e-05 -0.00158346 -0.00188185 -0.00111751 -0.0066826 -0.00201117 -0.00241701
internal_weight=1.32482e+06 11978 3020 2908 2082 1404 1153 251 8958 147 1006 147 1.31285e+06 133644 23913 11988 11925 731 577 11194 309 10885 5549 1.1792e+06 6175 5959 678 183 5454 5122
internal_count=1324825 11978 3020 2908 2082 1404 1153 251 8958 147 1006 147 1312847 133644 23913 11988 11925 731 577 11194 309 10885 5549 1179203 6175 5959 678 183 5454 5122
is_linear=0
shrinkage=0.05


Tree=203
num_leaves=31
num_cat=2
split_feature=2 0 76 79 5 136 21 19 88 126 3 73 38 136 39 65 95 20 38 80 68 81 15 101 31 116 56 96 16 95
split_gain=4.6892 15.0656 26.8232 11.8677 10.288 9.49479 13.5127 7.95792 7.58723 7.58567 7.50088 9.45355 8.82818 8.66039 13.0098 12.5991 10.0404 9.46948 8.8992 14.7461 8.41862 8.69388 8.32785 12.8969 8.62152 8.10235 15.3549 10.2584 9.25928 23.3447
threshold=286.50000000000006 245.50000000000003 6.305000066757203 6.3550000190734872 4.0499999523162851 0 6.0050001144409189 6.9049999713897714 1.0000000180025095e-35 -0.25037047266960138 264.50000000000006 0.94495055079460155 16.550000190734867 1 8.8499999046325701 4.8550000190734872 0.46344026923179632 5.6749999523162851 19.849999427795414 320.86137390136724 293.63284301757818 334.99899291992193 1.3350000381469729 -0.046708064153790467 1011.9500122070314 0.061046212911605842 223.7896423339844 -0.83613517880439747 14.039999961853029 -0.18938297778367993
decision_type=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 2
left_child=1 8 -3 5 -5 6 -4 -7 -1 -6 20 13 -13 14 15 -12 17 -16 25 22 21 -2 23 24 -20 26 -15 -28 -27 -30
right_child=10 2 3 4 9 7 -8 -9 -10 -11 11 12 -14 18 16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=-3.3578837418338655e-05 0.00011484169037328247 0.0001637870380265173 0.014746039169055619 0.00018039803260153756 0.0034795160103694833 0.0055671721267241412 0.0042818834730318422 0.0012235466552246166 -0.0012198872863863699 0.001229523784020853 0.0018275855853241317 -0.0041191366264709392 -0.030798600165871905 -0.00018747197809025853 -0.0018021228412375906 -0.016417256123649197 -7.5939957865504056e-05 -0.00052819218452735252 -0.0033164836906103626 0.010207213997552344 0.0012666869798799033 -0.0083450689093499883 0.00018539553962771167 0.0019089526635543233 0.019020266304357426 -6.5070296532981315e-05 -0.0014130219819180508 -0.0049191825522506899 0.0056480225802247042 0.0004467282955242396
leaf_weight=445047 70392 172683 353 15246 5584 1320 2448 5242 13899 11381 153 999 32 41518 19774 248 87929 55613 54 489 18885 305 4407 797 216 297549 8633 2751 2285 38593
leaf_count=445047 70392 172683 353 15246 5584 1320 2448 5242 13899 11381 153 999 32 41518 19774 248 87929 55613 54 489 18885 305 4407 797 216 297549 8633 2751 2285 38593
internal_value=-4.40224e-07 9.21073e-05 0.000438288 0.00157846 0.00112301 0.00314535 0.00558072 0.00209411 -6.95057e-05 0.0019701 -9.60529e-05 -0.000163779 -0.00494721 -0.000154988 -0.000461003 -0.00945601 -0.000438946 -0.000862344 -2.88721e-05 0.00188816 0.000328862 7.83441e-05 0.00114501 0.00510846 0.0145529 -5.80842e-05 -0.000633525 -0.0022603 3.18672e-05 0.00073747
internal_weight=1.32482e+06 673203 214257 41574 32211 9363 2801 6562 458946 16965 651622 562040 1031 561009 163717 401 163316 75387 397292 5963 89582 70697 5474 1067 270 391329 52902 11384 338427 40878
internal_count=1324825 673203 214257 41574 32211 9363 2801 6562 458946 16965 651622 562040 1031 561009 163717 401 163316 75387 397292 5963 89582 70697 5474 1067 270 391329 52902 11384 338427 40878
cat_boundaries=0 1 2
cat_threshold=1811 2656
is_linear=0
shrinkage=0.05


Tree=204
num_leaves=31
num_cat=4
split_feature=108 120 38 136 15 64 135 53 101 2 0 76 8 126 20 136 136 23 28 81 136 52 3 52 65 36 31 0 36 92
split_gain=4.59887 8.19623 5.80776 6.58779 5.22231 6.69037 7.88525 5.27913 5.17586 4.79031 12.4025 24.507 20.0989 17.9691 10.5054 11.4219 9.8436 10.9988 7.80358 13.8455 12.7237 13.1062 7.52572 10.8661 13.0778 12.2559 13.5017 12.0068 12.3567 11.8127
threshold=-0.9929710030555724 -0.026175950653851029 11.34999990463257 0 1.6050000190734866 5.2550001144409189 1015.2500000000001 14.074999809265138 -0.4283666312694549 286.50000000000006 245.50000000000003 3.1650000810623173 4.8500001430511483 -0.64942333102226246 7.0950000286102304 1 2 4.8350000381469735 1022.1499938964845 298.10681152343756 3 1.5349999666213991 275.50000000000006 1.1950000524520876 1.1649999618530276 18.349999427795414 1012.0499877929689 281.50000000000006 9.5500001907348651 -0.33370478451251978
decision_type=2 2 2 1 2 2 2 2 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 -1 3 -3 5 6 -4 8 -6 10 -2 -12 -13 14 15 -14 17 -15 22 -20 -21 -22 -11 29 -25 27 -27 -26 -29 -24
right_child=9 2 4 -5 7 -7 -8 -9 -10 18 11 12 13 16 -16 -17 -18 -19 19 20 21 -23 23 24 25 26 -28 28 -30 -31
leaf_value=0.0031344312916049746 -4.8297434561834741e-05 0.0054978523043948055 -0.0008085714449965689 -0.0077061287233470572 -0.0017916813314819481 -0.010073988626205382 -0.031190393958240747 -0.0023283776747451512 0.0046452080195983174 0.00027914627059932048 5.2883009690854132e-05 0.00024762848824858317 0.0043198366413619927 0.0038050829018651021 0.0023082435876335757 0.010689266617400923 0.0025149596515260833 0.00017640815908583556 -6.9534210319939716e-05 -0.00080385977030536212 0.0064521588487371981 0.0016376253699970527 0.0012435468448761438 -0.0017698292749808065 0.0006430393162290683 -0.0017726336300892623 0.0024935626155329887 -0.0033462868395897961 -0.00054115758142026557 -0.00010482682185060449
leaf_weight=832 453659 104 730 719 524 349 22 1475 773 86343 147206 30045 2390 2431 3263 1025 12893 14813 48896 4966 1551 15950 17317 18376 21640 2517 7047 4024 161009 261936
leaf_count=832 453659 104 730 719 524 349 22 1475 773 86343 147206 30045 2390 2431 3263 1025 12893 14813 48896 4966 1551 15950 17317 18376 21640 2517 7047 4024 161009 261936
internal_value=-4.18213e-07 -0.00143956 -0.00224994 -0.00606441 -0.00143938 -0.00435265 -0.0016974 -0.00028227 0.00204465 5.61195e-06 9.97278e-05 0.00041343 0.00120725 0.0019904 0.00433705 0.00627555 0.00147041 0.000687568 -9.08371e-05 0.000402554 0.00142998 0.00206313 -0.000151522 -0.000226816 -0.000494347 -0.000374908 0.00137081 -0.000464349 -0.000609555 -2.12117e-05
internal_weight=1.32482e+06 5528 4696 823 3873 1101 752 2772 1297 1.3193e+06 667725 214066 66860 36815 6678 3415 30137 17244 651572 71363 22467 17501 580209 493866 214613 196237 9564 186673 165033 279253
internal_count=1324825 5528 4696 823 3873 1101 752 2772 1297 1319297 667725 214066 66860 36815 6678 3415 30137 17244 651572 71363 22467 17501 580209 493866 214613 196237 9564 186673 165033 279253
cat_boundaries=0 1 2 3 4
cat_threshold=5 6370 6368 4260
is_linear=0
shrinkage=0.05


Tree=205
num_leaves=31
num_cat=0
split_feature=129 129 75 118 16 39 38 135 53 109 39 52 38 15 34 11 33 133 135 11 53 59 133 54 54 66 79 10 39 18
split_gain=5.22619 8.43631 12.1597 11.0349 9.50598 10.1784 11.1289 8.18195 8.98992 7.58679 7.35792 10.8426 7.30667 7.19249 6.88918 9.20528 6.76025 6.58409 6.49238 9.6104 6.50205 6.59238 6.45165 6.4162 6.40235 6.20733 5.80855 5.59684 5.53777 5.49036
threshold=333.50000000000006 314.50000000000006 0.71600347757339489 0.21643137186765674 9.5450000762939471 14.949999809265138 11.34999990463257 1016.2500000000001 1.3849999904632571 -0.22094642370939252 11.34999990463257 0.2650000005960465 11.650000095367433 5.6050000190734872 13.34999990463257 10.84999990463257 15.250000000000002 1018.2500000000001 1012.3500061035157 11.750000000000002 9.7849998474121112 247.82794952392581 1016.5499877929689 6.7249999046325692 13.765000343322756 16.974999427795414 40.914999008178718 8.1500000953674334 11.050000190734865 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 -1 3 -3 5 6 -4 18 12 -10 22 -12 -9 14 -13 -16 25 -7 24 28 21 -21 23 27 -6 -8 -24 -2 -20 -27
right_child=10 2 4 -5 7 17 16 8 9 -11 11 13 -14 -15 15 -17 -18 -19 19 20 -22 -23 26 -25 -26 29 -28 -29 -30 -31
leaf_value=2.710668848115447e-06 -0.0010627621220445018 0.00049592345394194133 -0.004118841516286869 -0.0048621950033651386 -0.0024250105275765402 -0.0041995521315622815 0.0042150091286897425 -0.0138054777123034 -0.020171013904694956 0.00029714845366454528 0.01584052911442187 0.0032517700889943858 0.019246281729098046 -0.023751376389658879 0.001466089807048954 -0.0044463859812258503 0.028821276470690091 0.025033026272431015 0.020376134067773818 -0.0010603479461537468 -0.0050566928193000677 -0.022722515143686908 -0.0016163966009626167 0.0064220567118753215 0.0088346760285647735 0.019379065524102474 0.0095533148014834927 -0.011877409916399019 -0.0033733959805403724 0.0059120743789184745
leaf_weight=1304858 184 1350 284 3334 393 522 939 20 46 2865 135 3489 102 28 3057 839 34 20 25 45 186 160 450 89 186 147 157 342 1349 156
leaf_count=1304858 184 1350 284 3334 393 522 939 20 46 2865 135 3489 102 28 3057 839 34 20 25 45 186 160 450 89 186 147 157 342 1349 156
internal_value=-1.4062e-06 -9.50701e-06 -0.00132023 -0.0033179 -6.91147e-05 0.00278191 0.00483274 -0.00118365 0.000530984 -2.62921e-05 0.00121512 0.00179785 0.013828 0.00154212 0.00163802 0.000192844 0.0068251 -0.00312086 -0.00340228 -0.00490945 -0.0118257 -0.0179674 -0.00238426 -0.00599359 0.00119209 0.00622295 0.00127264 -0.00809434 -0.00294127 0.0124456
internal_weight=1.32579e+06 1.31702e+06 12163 4684 7479 2102 1560 5377 3033 2911 8770 7548 122 7413 7385 3896 1276 542 2344 1765 391 205 1222 615 579 1242 607 526 1374 303
internal_count=1325791 1317021 12163 4684 7479 2102 1560 5377 3033 2911 8770 7548 122 7413 7385 3896 1276 542 2344 1765 391 205 1222 615 579 1242 607 526 1374 303
is_linear=0
shrinkage=0.05


Tree=206
num_leaves=31
num_cat=2
split_feature=103 136 24 67 32 101 31 78 62 136 39 105 69 84 19 66 132 36 111 94 31 85 75 22 110 106 54 42 42 92
split_gain=4.96441 12.0911 10.635 8.2149 9.69112 7.60985 7.93744 7.2795 7.97572 7.4379 7.49085 9.69496 7.22612 8.85966 11.0687 8.83932 8.62504 6.92153 8.82265 6.83859 6.81941 6.68838 6.62555 6.5891 6.55214 5.97499 5.9372 5.74684 9.05846 8.21045
threshold=-0.22727308422327039 0 325.50000000000006 0.59499999880790722 12.050000190734865 0.30967007577419287 1007.0499877929689 5.305000066757203 0.40512621402740484 1 11.550000190734865 -0.76552864909172047 256.68519592285162 0.87961283326148998 11.775000095367433 8.1849999427795428 1020.0499877929689 10.550000190734865 -0.66553679108619679 -0.75626257061958302 1009.4500122070314 0.87903591990470897 0.59696662425994884 4.5050001144409189 0.10211826115846635 -0.88144025206565846 0.9350000023841859 0.25000000745058065 11.150000095367433 0.6045217514038087
decision_type=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 2
left_child=1 2 17 4 -4 6 12 9 -9 10 11 19 13 15 -15 16 -3 18 -1 -8 24 -16 -19 -6 -12 26 -24 -11 -29 -30
right_child=-2 5 3 -5 23 -7 7 8 -10 27 20 -13 -14 14 21 -17 -18 22 -20 -21 -22 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=0.0030997538741886258 2.6602893704765236e-05 -0.00043055672234183686 -0.00014957817982802385 -0.00018038240952896858 0.037978123780339962 -0.0016392422264447143 0.02711334303562898 -0.0017114473652312886 6.1281670180122103e-05 -0.00064487951680713669 -0.023744327143572694 -0.0062810067473998621 -0.00085742412567010927 0.0019670659441065877 0.0060178333756459113 0.0061595378622005866 0.026224466845873862 -0.00096446480403489904 -0.0029321698825033513 0.0018711761511766758 0.0014292872569587663 0.028054316016792692 -0.013028133424462802 0.013110964561928996 0.0006777500521326275 -0.0026290615013165432 -0.0047746426362096396 0.0029670432773714586 0.00026034058916881542 -0.0069290126979038415
leaf_weight=1369 1223750 1445 137 501 32 7456 86 12003 13460 19919 53 53 1346 152 51 1033 31 4393 1088 39 9870 106 257 159 57 5480 1432 3258 16368 407
leaf_count=1369 1223750 1445 137 501 32 7456 86 12003 13460 19919 53 53 1346 152 51 1033 31 4393 1088 39 9870 106 257 159 57 5480 1432 3258 16368 407
internal_value=-1.33589e-06 -0.000336398 -0.00165481 0.0038469 0.00999833 -0.000111684 3.11401e-05 -8.59587e-05 -0.000774365 0.000263849 0.00147119 0.0116395 0.00215638 0.00359591 0.0115847 0.00261204 0.000129271 -0.00198133 0.000428719 0.0192378 0.00129131 0.020896 -0.00249348 0.0172772 -0.0110893 -0.00343043 -0.0060305 -4.34808e-05 0.000554474 8.59104e-05
internal_weight=1.32579e+06 102041 14848 829 328 87193 79737 75573 25463 50110 10158 178 4164 2818 309 2509 1476 14019 2457 125 9980 157 11562 191 110 7169 1689 39952 20033 16775
internal_count=1325791 102041 14848 829 328 87193 79737 75573 25463 50110 10158 178 4164 2818 309 2509 1476 14019 2457 125 9980 157 11562 191 110 7169 1689 39952 20033 16775
cat_boundaries=0 1 2
cat_threshold=4240 1794
is_linear=0
shrinkage=0.05


Tree=207
num_leaves=31
num_cat=0
split_feature=129 129 75 78 17 36 38 32 53 60 64 62 39 52 15 34 11 132 54 54 135 54 85 74 20 69 110 10 111 69
split_gain=4.68691 7.69227 11.047 10.2563 7.78537 10.2154 9.15661 8.68983 8.12599 8.96492 8.24999 6.62156 6.62123 9.79146 6.48953 6.24273 8.28903 5.90658 6.19608 5.39421 5.37871 5.35041 5.31706 5.29238 6.80316 6.64481 5.7312 5.28565 5.17434 5.30929
threshold=333.50000000000006 314.50000000000006 0.71600347757339489 14.855000019073488 10.405000209808351 16.150000572204593 11.34999990463257 12.34999990463257 1.7749999761581423 0.57941663265228283 30.744999885559086 0.54936739802360546 11.34999990463257 0.2650000005960465 5.6050000190734872 13.34999990463257 10.84999990463257 1016.5499877929689 6.7249999046325692 1.4650000333786013 1012.3500061035157 8.5349998474121112 0.84475970268249523 0.76951295137405407 5.4549999237060556 316.00233459472662 0.88341096043586742 8.1500000953674334 0.58185333013534557 321.47706604003912
decision_type=2 2 2 2 2 2 2 2 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 5 6 -4 11 -6 10 -10 19 17 -14 15 -15 28 18 27 -8 -12 22 -5 24 25 -18 -26 -2 -17 -30
right_child=12 2 4 21 8 -7 7 -9 9 -11 20 -13 13 14 -16 16 23 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=2.7259005146625085e-06 -0.00094930929237749999 -0.001227473223602709 -0.00477706170037848 -0.010977117659839483 0.0087551763468716095 -0.010228729874261318 0.0020836245781207584 0.002224587056011704 -0.0034827299098298906 -0.00055678358647736476 0.00063663321731534481 -0.0003571698093786836 0.01504824473315643 0.0030878178384839863 -0.022565137807812011 -0.00096615626959672832 -0.0039824448975447858 0.0013223529530487336 0.0063576281728708875 0.016222477220820593 -0.018178907194645606 -0.013770865762460449 -0.0037657304626962998 0.00081825035671658462 -0.0084858080081565371 0.021140841881402375 -0.025914997471097323 -0.011330967709468145 0.0038443964906457041 -0.008436736173587301
leaf_weight=1304858 189 2779 361 313 190 163 88 1914 784 3335 48 125 135 3489 28 1326 130 592 92 289 182 198 1394 321 299 33 56 349 1638 93
leaf_count=1304858 189 2779 361 313 190 163 88 1914 784 3335 48 125 135 3489 28 1326 130 592 92 289 182 198 1394 321 299 33 56 349 1638 93
internal_value=-1.26909e-06 -8.94057e-06 -0.00126053 -0.00316461 -6.80287e-05 0.00193642 0.00265047 0.00376029 -0.00136635 -0.00180854 -0.00592551 0.00961556 0.00115078 0.00170357 0.00146055 0.00155164 0.000175943 -0.00226366 -0.00563337 0.0129222 -0.0142522 -0.0059905 -0.00508803 -0.00422635 -0.00735244 0.00110386 -0.0112352 -0.00768388 0.00138416 0.00318458
internal_weight=1.32579e+06 1.31702e+06 12163 4684 7479 2940 2777 2416 4539 4349 1014 502 8770 7548 7413 7385 3896 1222 630 377 230 1905 1707 839 518 163 355 538 3057 1731
internal_count=1325791 1317021 12163 4684 7479 2940 2777 2416 4539 4349 1014 502 8770 7548 7413 7385 3896 1222 630 377 230 1905 1707 839 518 163 355 538 3057 1731
is_linear=0
shrinkage=0.05


Tree=208
num_leaves=31
num_cat=1
split_feature=103 136 79 79 24 55 52 117 55 67 32 55 61 83 92 26 104 29 35 65 39 76 32 36 125 22 23 101 92 25
split_gain=4.47674 10.9226 9.91577 10.8455 9.59607 7.86293 8.13877 8.11026 7.84204 7.41795 8.74517 6.91642 6.86775 7.55995 9.04073 6.93995 6.75894 6.69557 12.5958 7.15241 6.6697 9.29911 6.45993 6.31127 6.17711 5.94646 5.83511 5.79198 5.72347 9.284
threshold=-0.22727308422327039 0 31.625000000000004 5.6649999618530282 325.50000000000006 0.074999999254941954 0.034999999217689044 0.36648726463317877 13.414999961853029 0.59499999880790722 12.050000190734865 1.9550000429153445 0.43968895077705389 245.41847991943362 -0.30901470780372614 242.50000000000003 -0.78940621018409718 1016.7500000000001 12.650000095367433 22.894999504089359 15.550000190734865 10.855000019073488 9.9499998092651385 18.44999980926514 -0.76037701964378346 4.5050001144409189 5.3650000095367441 -0.014491885434836147 -0.36131212115287775 214.50000000000003
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 22 6 24 28 20 10 -6 -4 13 17 26 -16 -13 18 19 -5 -9 -22 -1 -20 -3 -12 -15 -8 -7 -30
right_child=-2 2 11 12 9 7 27 8 -10 -11 25 16 -14 14 15 -17 -18 -19 23 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00070048658053111445 2.5325416422853007e-05 -0.011134202260633603 0.0092053250433877104 -0.011806969258674038 -0.00014088873224193572 0.00019350521865139138 -0.0026517014839177963 0.00079602512585359199 -0.0051991371874617852 -0.00017334624953910024 0.036079081287607555 0.0084484589487690397 -0.00013035952796703798 0.00014014545367804375 -0.009990409637182231 -0.0033473021411520969 0.00073260938211276922 0.0071556811985938112 0.0042011807489016331 0.011351022297994381 0.0032032229038964073 0.013779850112960526 -0.0023286081369963663 -0.010818492290382455 0.010998667597095307 0.01245568685995784 -0.0023503652274544785 0.0076531728590602316 -0.0045232892786332725 -0.00049998065339855458
leaf_weight=2064 1223750 34 375 272 137 37752 424 3544 380 501 32 333 12108 4198 440 3692 1922 400 763 38 2348 228 11955 77 433 159 5348 201 1668 10215
leaf_count=2064 1223750 34 375 272 137 37752 424 3544 380 501 32 333 12108 4198 440 3692 1922 400 763 38 2348 228 11955 77 433 159 5348 201 1668 10215
internal_value=-1.20564e-06 -0.000319385 -0.000105805 -0.00019985 -0.00157248 0.000191506 0.00439361 0.000109762 0.00177053 0.0036536 0.00949903 0.00291765 -0.00101914 -0.00172582 -0.00210085 -0.0040547 0.00187202 0.00158361 -0.000354504 -0.00896825 0.00220328 0.00413935 -0.00188264 0.00282438 0.00938728 0.0164135 -0.00125512 0.000662346 -0.000107725 -0.00106473
internal_weight=1.32579e+06 102041 87193 84563 14848 57227 1092 56135 6500 829 328 2630 27336 15228 13678 4132 2255 1550 1150 310 6120 2576 14019 840 467 191 9546 625 49635 11883
internal_count=1325791 102041 87193 84563 14848 57227 1092 56135 6500 829 328 2630 27336 15228 13678 4132 2255 1550 1150 310 6120 2576 14019 840 467 191 9546 625 49635 11883
cat_boundaries=0 1
cat_threshold=4240
is_linear=0
shrinkage=0.05


Tree=209
num_leaves=31
num_cat=3
split_feature=89 53 52 27 93 32 136 34 30 30 94 99 136 1 132 18 37 116 28 8 31 95 36 126 59 124 7 106 136 39
split_gain=4.38435 11.2234 9.79497 8.56069 7.12607 7.11359 6.8322 6.58271 7.68915 9.73259 6.8113 6.11811 6.09463 6.8582 6.21042 6.08182 6.00626 6.7203 5.81091 5.65966 5.65917 5.45855 5.44175 5.43227 5.2804 5.2645 5.22104 7.19368 8.48503 7.36662
threshold=1.0000000180025095e-35 1.8149999976158144 0.66500002145767223 315.50000000000006 -0.53780949115753163 15.150000095367433 0 12.250000000000002 1017.8500061035157 1014.1499938964845 0.34510737657547003 -0.7811102271080016 1 325.50000000000006 1014.8500061035157 6.4600000381469735 10.84999990463257 0.97233289480209362 1020.5499877929689 12.050000190734865 1014.6499938964845 0.7107686996459962 19.849999427795414 0.84335932135581981 204.98581695556643 -0.39873388409614557 4.8500001430511483 -0.40280862152576441 2 19.150000572204593
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 1 2
left_child=-1 3 5 4 6 -3 22 8 9 -4 12 -6 -9 14 -14 -13 17 -10 25 -11 -12 -15 -2 -7 -16 -5 -27 28 -28 -30
right_child=1 2 7 18 11 23 -8 10 16 19 20 15 13 21 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=1.5340114632853451e-05 0.0037742529609147372 -0.011754832419619086 -0.0011203247077166598 -0.0028334624760064332 -0.00095347968500751265 -0.0024696594315835024 -2.9644445585448638e-05 -0.0023683391344503464 -0.012225421595710537 0.0035620890017569969 -0.0081202656671542812 -0.013716733722174738 -0.0011062467082310317 0.0035383027793349031 0.017979355943919736 -0.0036333371277802364 -0.00079841725657590554 0.018018710128962997 0.0082189047106288292 0.012453383660489103 -0.0016263306567115875 -0.0085635091029107584 0.030108721447177234 0.026099761566147208 -0.0029134448380114474 0.0047283394116350297 -0.0026729181018833648 0.0050378025203985585 0.0029747710570152564 0.030068140519926179
leaf_weight=1283596 1024 363 1301 577 2615 99 8511 6872 225 1410 675 188 9484 1366 79 731 792 20 362 205 667 100 20 20 49 1432 1441 825 716 26
leaf_count=1283596 1024 363 1301 577 2615 99 8511 6872 225 1410 675 188 9484 1366 79 731 792 20 362 205 667 100 20 20 49 1432 1441 825 716 26
internal_value=-1.14536e-06 -0.000502643 -0.00122207 0.000421657 -0.000268443 -0.00827698 0.000441068 -0.00107579 0.000783014 0.00209806 -0.00145666 -0.00218678 -0.00119978 -0.000472318 -0.000958597 -0.0056961 -0.00291484 -0.00975651 0.00210091 0.00469071 -0.00489265 0.0027128 0.00423815 0.00233192 0.00998133 0.00165947 0.00224335 0.00106034 -0.000442829 0.00387195
internal_weight=1.32579e+06 42195 23727 18468 13089 482 9555 23245 3953 2916 19292 3534 17950 11078 9612 919 1037 245 5379 1615 1342 1466 1044 119 128 5017 4440 3008 2183 742
internal_count=1325791 42195 23727 18468 13089 482 9555 23245 3953 2916 19292 3534 17950 11078 9612 919 1037 245 5379 1615 1342 1466 1044 119 128 5017 4440 3008 2183 742
cat_boundaries=0 1 2 3
cat_threshold=1282 4689 4882
is_linear=0
shrinkage=0.05


Tree=210
num_leaves=31
num_cat=4
split_feature=93 61 92 89 53 103 60 60 17 136 28 124 96 88 19 136 53 132 59 35 136 68 136 2 72 105 95 31 82 4
split_gain=5.70876 17.7155 14.946 14.6813 19.5911 11.0996 10.9556 10.9153 15.8618 12.5901 16.1435 14.2268 11.4738 10.7714 10.2041 12.7229 11.4213 9.6415 13.8149 9.32914 9.58979 8.95589 8.37049 8.19213 8.02681 7.97124 9.56557 8.82581 7.76261 7.72472
threshold=-0.60750499367713917 0.25762243568897253 -0.36131212115287775 -0.60801550745964039 1.6649999618530276 0.14191783964633944 0.42307929694652563 0.57625350356102001 15.405000209808351 0 1019.7500000000001 -0.23343648016452787 -0.92330011725425709 -0.37868009507656092 10.405000209808351 1 4.2950000762939462 1016.3500061035157 205.71170806884768 12.650000095367433 2 218.00504302978518 3 105.50000000000001 0.79599335789680492 -0.67006102204322804 -0.58719485998153675 1018.5499877929689 283.17726135253912 14.550000190734865
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2 2
left_child=1 29 7 -4 22 -2 -6 8 14 10 13 -12 -13 -9 16 -16 25 -11 21 20 -10 -19 -5 -22 28 26 27 -3 -23 -1
right_child=5 2 3 4 6 -7 -8 9 19 17 11 12 -14 -15 15 -17 -18 18 -20 -21 23 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019044970544409277 -0.00046146150567202371 0.00063075783191505325 0.00055229649927496141 -0.002100427329781304 -0.0039643425683052519 2.1955520815715454e-05 0.00050270831073855775 0.0016145653824737852 -0.0010763427561644595 -0.0017138555575121905 0.017284816764319356 0.010321742780158107 -0.0024978151115110148 -0.0007781036762659465 0.0025263013961974896 0.00073615786504752198 -0.0010611646998192204 0.035494263491460253 -0.0017027775289608481 -0.0016144964873986249 0.01263668005688573 0.030488698528363157 0.0013411342794217469 0.0027593430433604446 0.02469880198098956 0.0021405947596086347 -0.0007763278279934744 0.0038121260610959398 0.0015778657412671478 0.017786206719888883
leaf_weight=13543 134935 27739 10485 2748 8524 989451 1636 7373 1536 16026 240 314 393 12993 14919 29704 11729 35 467 11799 265 26 4906 1010 63 7802 12253 2366 217 77
leaf_count=13543 134935 27739 10485 2748 8524 989451 1636 7373 1536 16026 240 314 393 12993 14919 29704 11729 35 467 11799 265 26 4906 1010 63 7802 12253 2366 217 77
internal_value=7.83343e-06 0.000253132 0.000126701 -0.000932145 -0.00180586 -3.60583e-05 -0.00324504 0.000314837 0.000547133 -0.000422733 0.000384657 0.00676636 0.00319574 8.81022e-05 0.000759047 0.0013354 0.00034349 -0.00144431 0.00388395 -0.000997797 0.00159076 0.011535 0.000104525 0.00477483 0.00879453 0.000671943 0.000401429 0.000880787 0.00467121 0.00199428
internal_weight=1.32557e+06 201188 187568 28299 17814 1.12439e+06 10160 159269 121122 38147 21313 947 707 20366 106512 44623 61889 16834 808 14610 2811 341 7654 1275 306 50160 42358 30105 243 13620
internal_count=1325574 201188 187568 28299 17814 1124386 10160 159269 121122 38147 21313 947 707 20366 106512 44623 61889 16834 808 14610 2811 341 7654 1275 306 50160 42358 30105 243 13620
cat_boundaries=0 1 2 3 4
cat_threshold=6708 3844 230 612
is_linear=0
shrinkage=0.05


Tree=211
num_leaves=31
num_cat=2
split_feature=93 61 92 116 103 60 17 136 28 35 86 88 124 60 53 54 57 132 59 70 13 35 134 38 80 66 73 17 53 136
split_gain=5.15229 15.9882 13.4993 12.8987 10.0174 9.15764 14.7874 11.3837 13.9431 12.7795 10.5151 9.90745 9.10472 8.91935 11.9704 8.74763 8.72344 8.36755 13.0036 8.62138 8.15608 7.99029 9.01141 8.38307 8.32327 8.25163 7.82995 7.73767 15.2001 11.2396
threshold=-0.60750499367713917 0.25762243568897253 -0.30901470780372614 -0.79332312941551197 0.14191783964633944 0.57625350356102001 15.405000209808351 0 1019.7500000000001 13.050000190734865 0.73622271418571483 -0.37868009507656092 -0.0087262028828264185 0.42307929694652563 1.6950000524520876 1.7649999856948855 219.63692474365237 1016.3500061035157 213.28920745849612 206.00713348388675 2.9750000238418584 12.650000095367433 1014.5499877929689 15.550000190734865 316.51670837402349 3.8149999380111699 0.77296900749206554 10.405000209808351 4.2950000762939462 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 -1 5 -4 -2 6 27 8 11 12 -11 -7 -10 14 20 -12 -16 -9 19 -19 -5 22 23 25 -24 -8 -21 28 29 -3
right_child=4 2 3 13 -6 7 21 17 9 10 15 -13 -14 -15 16 -17 -18 18 -20 26 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018945693447402286 -0.00043838842962457941 -0.00016853571703983477 -0.0043424055459761884 6.5838227765176974e-05 2.0857745021000103e-05 0.001580551998653241 -0.0012434439005439128 -0.0015923978199777894 0.01985498218088641 0.018026207811359701 0.020245949563880761 -0.00072173492655563248 0.0065957712527132759 0.0013690410237469826 -0.0032335147417380909 -0.0082800560661541057 -2.409137869442274e-06 0.04160161800682545 -0.0031381892463794333 0.0036454075427283929 0.011125245070502656 -0.0015497222113009426 0.0078757573664188386 0.026020414173377283 0.046641887463629246 0.0046050244655053314 0.018931415740303045 0.0012577216636324394 -0.0011176191730830245 0.0013032525647749562
leaf_weight=13620 134935 20799 2514 8610 989451 7317 1845 16286 186 58 30 12931 426 4718 6905 258 2995 20 380 295 170 11951 45 33 20 896 117 39717 13577 34469
leaf_count=13620 134935 20799 2514 8610 989451 7317 1845 16286 186 58 30 12931 426 4718 6905 258 2995 20 380 295 170 11951 45 33 20 896 117 39717 13577 34469
internal_value=7.4423e-06 0.000240479 0.00012037 -0.000939107 -3.42553e-05 0.000290194 0.000499902 -0.000385137 0.000388934 0.00628337 -0.00139698 0.00011024 0.0106255 -0.00057344 -0.00106405 -0.0053086 -0.00225602 -0.00134463 0.00360824 0.0095426 0.000279973 -0.00098329 0.00140115 0.000969943 0.0198038 0.00066835 0.00798634 0.000701966 0.000381348 0.00074958
internal_weight=1.32557e+06 201188 187568 25912 1.12439e+06 161656 123352 38304 21206 958 346 20248 612 23398 18680 288 9900 17098 812 432 8780 14790 2839 2774 65 2741 412 108562 68845 55268
internal_count=1325574 201188 187568 25912 1124386 161656 123352 38304 21206 958 346 20248 612 23398 18680 288 9900 17098 812 432 8780 14790 2839 2774 65 2741 412 108562 68845 55268
cat_boundaries=0 1 2
cat_threshold=2612 4212
is_linear=0
shrinkage=0.05


Tree=212
num_leaves=31
num_cat=0
split_feature=93 61 92 89 53 103 56 116 16 58 31 32 30 60 126 60 18 19 96 78 53 68 32 67 55 65 72 66 111 79
split_gain=4.65004 14.4293 12.2734 12.4198 16.2227 9.21986 10.0914 11.5963 10.954 13.7151 11.4489 9.8226 9.03947 9.02919 8.96237 8.92587 13.2377 10.2392 9.96979 9.96061 9.74424 8.68656 8.45432 11.5091 13.2086 8.58583 8.17946 8.03918 8.67482 8.03173
threshold=-0.60750499367713917 0.25762243568897253 -0.36131212115287775 -0.60801550745964039 1.6649999618530276 0.33845953643321997 287.43351745605474 -0.21643137186765668 14.039999961853029 253.51839447021487 1010.5499877929689 11.750000000000002 1017.7500000000001 0.42307929694652563 0.36648726463317877 0.57625350356102001 15.405000209808351 10.405000209808351 -0.50550180673599232 24.535000801086429 4.2950000762939462 268.99177551269537 15.449999809265138 7.8150000572204599 20.525000572204593 1.735000014305115 0.72085955739021312 8.9149999618530291 0.40067543089389807 5.5250000953674325
decision_type=2 2 2 2 2 2 2 2 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 15 -4 -5 6 7 -2 10 -10 11 -9 -11 -6 -12 16 17 20 19 -19 -3 29 23 -18 -25 -24 -26 -16 -29 -17
right_child=5 2 3 4 13 -7 -8 8 9 12 14 -13 -14 -15 27 21 22 18 -20 -21 -22 -23 25 24 26 -27 -28 28 -30 -31
leaf_value=0.0017998408716387031 -0.0010029251588817253 0.00057738546599975845 0.00052016647893757099 8.9642415247887365e-05 -0.0036114084168681533 3.8259489060263404e-05 -0.00094049749972680669 0.00068965244323037278 0.0035484061652892398 0.0014886573636613684 0.00048217716718609464 -0.0023820800400542047 -0.00043605067160126408 0.0004439374522777112 -0.0010401857404442674 -0.00023744490131534344 -0.00059643843099285276 0.0015200353006443327 -0.0002802821786379101 0.0079954756817600028 -0.0010088808360664454 -0.0010305457936084304 -0.00056775438701319933 0.002880241346829807 0.032556490030569527 -0.0044671936714774478 0.0075680454597838419 -0.00049785140912395412 0.0017063949651198104 0.0021856216973097273
leaf_weight=13620 31529 50439 10485 7654 8524 903458 50799 3569 4256 11562 50374 9611 12914 1636 26936 11301 7649 35390 8444 604 11981 21942 2944 828 65 2712 66 12406 6972 4904
leaf_count=13620 31529 50439 10485 7654 8524 903458 50799 3569 4256 11562 50374 9611 12914 1636 26936 11301 7649 35390 8444 604 11981 21942 2944 828 65 2712 66 12406 6972 4904
internal_value=7.07061e-06 0.000228458 0.000114354 -0.000845164 -0.00164877 -3.25426e-05 -0.000322079 -0.000137425 5.94611e-05 0.000928676 -0.000167851 -0.00155029 0.000473145 -0.0029584 2.0596e-05 0.000284842 0.000494904 0.000685882 0.00126596 0.0016287 0.000272915 -0.000382135 -0.000935793 5.0923e-05 0.00521429 -0.0024375 0.0199669 -0.000481448 0.000295213 0.00049583
internal_weight=1.32557e+06 201188 187568 28299 17814 1.12439e+06 220928 170129 138600 28732 109868 13180 24476 10160 96688 159269 121122 106858 44438 35994 62420 38147 14264 8608 959 5656 131 46314 19378 16205
internal_count=1325574 201188 187568 28299 17814 1124386 220928 170129 138600 28732 109868 13180 24476 10160 96688 159269 121122 106858 44438 35994 62420 38147 14264 8608 959 5656 131 46314 19378 16205
is_linear=0
shrinkage=0.05


Tree=213
num_leaves=31
num_cat=1
split_feature=4 10 86 136 120 76 111 100 17 55 9 20 117 60 83 104 43 73 38 35 125 93 86 64 36 22 35 33 36 38
split_gain=4.32401 9.78558 15.1221 12.4262 9.22683 8.95282 7.85145 13.1157 7.84409 12.8841 8.05417 7.76977 7.45468 7.35944 9.82871 9.24021 7.75289 6.88051 11.5534 6.68471 6.63998 11.2433 8.36268 12.0755 12.8981 14.4283 11.763 11.5089 12.5781 9.8399
threshold=3.2500000000000004 4.9500000476837167 0.75490203499794017 0 0.23343648016452792 32.725000381469734 0.62903848290443432 0.48543614149093633 14.039999961853029 8.3150000572204608 4.1499998569488534 4.8250000476837167 0.061046212911605842 0.52486518025398265 320.89559936523443 -0.96989145874977101 9.6500000953674334 0.93822765350341808 16.44999980926514 11.150000095367433 0.93663650751113903 -0.40683771669864649 0.84026679396629345 12.894999980926515 12.650000095367433 6.6449999809265146 6.7500000000000009 10.949999809265138 9.5500001907348651 19.150000572204593
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 2 2 2 2
left_child=5 2 -2 4 13 6 7 -1 9 -9 19 -5 -10 14 16 -15 -4 20 -19 -11 22 -22 -3 29 26 -26 -25 28 -28 -24
right_child=1 17 3 11 -6 -7 -8 8 12 10 -12 -13 -14 15 -16 -17 -18 18 -20 -21 21 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.00018184801057476437 3.2642475713890491e-05 5.2660788400316542e-05 0.0044064505474618459 0.0030500871048154167 -7.0382649511302209e-05 0.0026256010241384881 2.3897858798459557e-05 -0.00085041034998940281 -0.0020845118937061697 -0.00086871377608567437 -0.00070637621323127854 0.00017829754756158825 0.0017412186986531194 0.0042576713296765952 0.00052408346051254797 0.00085684922930218804 -0.0012404111115200799 -0.0020690296029806359 -0.022137706245396391 -0.0046847635090708703 0.0023392293362067399 0.00023988465113375954 -0.00075171721551563989 -0.0065078510126999143 0.0027786060844477716 0.00028785400010079729 -0.0026583049249236249 -0.0011640569441508273 0.0016593499830607626 0.0020239945988239998
leaf_weight=129823 111344 446867 7558 2518 6046 2948 276095 19101 1939 1429 2636 36447 3709 2364 2804 12878 661 2323 74 5828 6985 73358 107085 799 7917 21891 2059 17466 9331 3291
leaf_count=129823 111344 446867 7558 2518 6046 2948 276095 19101 1939 1429 2636 36447 3709 2364 2804 12878 661 2323 74 5828 6985 73358 107085 799 7917 21891 2059 17466 9331 3291
internal_value=6.71708e-06 7.07512e-05 0.000396675 0.000965349 0.00169016 -0.000120637 -0.000139013 -0.000412499 -0.00127688 -0.00160895 -0.00307351 0.000363785 0.000427817 0.00209607 0.00308025 0.00138431 0.00395231 -1.43449e-05 -0.00268859 -0.00393333 -5.14876e-06 0.000422401 -6.0849e-05 -0.000359507 0.000214896 0.000949397 -0.000523394 -0.000357689 0.000878836 -0.000668956
internal_weight=1.32557e+06 882066 182620 71276 32311 443508 440560 164465 34642 28994 9893 38965 5648 26265 11023 15242 8219 699446 2397 7257 697049 80343 616706 169839 59463 29808 29655 28856 11390 110376
internal_count=1325574 882066 182620 71276 32311 443508 440560 164465 34642 28994 9893 38965 5648 26265 11023 15242 8219 699446 2397 7257 697049 80343 616706 169839 59463 29808 29655 28856 11390 110376
cat_boundaries=0 1
cat_threshold=1940
is_linear=0
shrinkage=0.05


Tree=214
num_leaves=31
num_cat=2
split_feature=93 53 64 111 16 16 53 12 27 136 104 32 109 34 76 31 3 112 3 101 54 30 136 16 28 54 77 4 24 92
split_gain=4.30713 12.641 17.7416 11.8154 11.4289 11.1569 17.733 13.2926 11.1977 10.9638 17.3762 13.8832 11.8145 11.1696 11.1244 10.7581 10.719 10.4359 10.1992 9.55965 9.45343 9.17599 9.08384 9.03349 8.91829 12.1033 9.09287 10.7686 8.89988 10.4896
threshold=-0.60750499367713917 0.38499999046325689 0.7150000035762788 -0.24389959126710889 7.4149999618530282 10.405000209808351 5.4049999713897714 2.935000061988831 191.50000000000003 0 -0.97380000352859486 12.949999809265138 0.57270568609237682 8.9499998092651385 25.304999351501468 1012.4500122070314 12.500000000000002 -0.93038213253021229 330.50000000000006 -0.31701733171939844 0.13499999791383746 1015.8500061035157 1 5.1300001144409189 1019.8500061035157 1.7250000238418581 5.5450000762939462 0.94999998807907116 218.50000000000003 -0.23550448566675183
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 16 -3 -4 22 6 9 15 -9 10 17 12 13 -12 24 -8 -1 19 -18 -6 -11 -15 -5 -20 26 -26 27 -13 29 -7
right_child=-2 2 3 4 5 28 7 8 -10 20 11 14 -14 21 -16 -17 18 -19 23 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0077327988545398399 -3.174336169564173e-05 -0.0015218303222657593 0.0016908953205652397 0.0032715607527359471 -0.0028625053671103989 0.00011275313707781107 -0.00033410989522832894 0.041692843642972766 0.0043028943509869867 -0.0079723112263423764 -0.0041719224832337419 -0.0046711220758758895 0.00087308915933105363 0.0038786935848576678 0.0042151582534944469 -0.0038609513054544591 0.00079354404983547795 0.0026909643730660682 0.030393984772869059 0.018234673574139985 -0.00063529681598093433 0.010670313868270203 0.00070496011727203163 0.0052398380621176193 0.018550418959501207 7.8767854084697212e-05 -0.0014347505158882876 0.0022600198596838105 0.0011164097002094239 -0.0049117768525382063
leaf_weight=780 1124386 14850 13644 4479 66 42131 3186 21 431 445 297 662 6079 1488 1256 6729 6202 427 37 288 32705 747 14943 1010 141 239 13768 3651 29421 1065
leaf_count=780 1124386 14850 13644 4479 66 42131 3186 21 431 445 297 662 6079 1488 1256 6729 6202 427 37 288 32705 747 14943 1010 141 239 13768 3651 29421 1065
internal_value=6.38122e-06 0.000219449 0.000138645 0.000276934 0.000159774 7.44903e-06 -0.000430746 -0.0023454 0.00604004 -0.000111929 0.000596052 0.000393418 0.00206836 0.00493806 -0.00033808 -0.00272767 0.0021634 0.00795352 0.00156413 0.0143013 -0.000733566 0.00614864 0.0012989 0.00612876 -0.000647861 0.00693272 -0.000807179 0.00119616 0.000445698 -1.1127e-05
internal_weight=1.32557e+06 201188 193159 178309 164665 145243 72626 10367 452 62259 29109 28328 8611 2532 19717 9915 8029 781 7249 354 33150 2235 19422 1047 18461 380 18081 4313 72617 43196
internal_count=1325574 201188 193159 178309 164665 145243 72626 10367 452 62259 29109 28328 8611 2532 19717 9915 8029 781 7249 354 33150 2235 19422 1047 18461 380 18081 4313 72617 43196
cat_boundaries=0 1 2
cat_threshold=1794 5376
is_linear=0
shrinkage=0.05


Tree=215
num_leaves=31
num_cat=0
split_feature=94 88 88 93 61 92 52 12 13 92 113 99 60 30 14 94 32 15 14 35 28 19 55 35 28 107 52 31 36 132
split_gain=5.36015 8.54888 10.1116 5.81813 13.5798 10.4847 10.8888 9.38797 10.0483 9.7681 9.94471 9.45298 8.63928 8.17364 7.78912 7.10393 8.64971 11.4381 10.1118 9.07588 8.37402 8.14676 7.8461 10.1445 9.4687 7.82475 8.19182 7.57568 7.91893 7.55714
threshold=-0.99134069681167591 -0.18806871026754376 -0.96527764201164235 -0.60750499367713917 0.26462988555431372 -0.9102974236011504 5.4949998855590829 2.5249999761581425 2.2350000143051152 -0.58853569626808155 -0.8338540494441985 -0.40713669359683985 0.31268417835235601 1016.5499877929689 0.66500002145767223 -0.61353254318237294 12.750000000000002 1.2549999952316286 1.3550000190734866 14.949999809265138 1025.049987792969 13.344999790191652 1.485000014305115 15.34999990463257 1020.1499938964845 -0.8250553011894225 5.4149999618530282 1011.0499877929689 11.34999990463257 1020.7500000000001
decision_type=2 2 2 2 2 2 2 2 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 -2 6 -5 9 -9 12 13 -12 14 -11 -6 16 17 27 22 21 25 -19 23 24 -18 -20 -27 28 -14 -24
right_child=3 -3 -4 5 7 -7 -8 8 -10 10 11 -13 15 -15 -16 -17 18 19 20 -21 -22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0038356964438347723 0.0017372998819279826 -0.0016156462468020301 0.00044949160559919926 -0.00077878620395935077 0.0073888369964326978 -5.2519499278557676e-06 -0.004613701826590301 0.010225333863963258 0.0014604407993939316 -0.00057704844289419033 -0.0010020183557317402 -0.0045655787235458828 -0.0020896220596899329 0.0017903156345321751 0.0012118832807987508 -0.00075588767405002143 -0.0034344219970383182 0.0012732036452258123 -0.0017084170890732009 0.019231196251542619 0.026619565861931607 0.0041907936969316937 0.00092453256874463021 0.0013226882946592684 0.010182481052185921 0.0010287943841861748 -0.001295351047457862 -0.00084673754763635962 0.011203760255022392 0.02899406012147665
leaf_weight=1508 14742 13130 15803 15131 530 1100275 2109 342 7452 9648 19175 2061 190 5861 13775 18572 3183 13310 11773 75 28 2917 27149 2515 133 8601 6780 7304 273 24
leaf_count=1508 14742 13130 15803 15131 530 1100275 2109 342 7452 9648 19175 2061 190 5861 13775 18572 3183 13310 11773 75 28 2917 27149 2515 133 8601 6780 7304 273 24
internal_value=2.2742e-06 -0.000653538 7.61993e-05 1.77029e-05 0.000284553 -2.44227e-05 -0.00124792 0.000152085 0.00184504 6.63347e-05 -0.000644923 -0.00134787 0.00028946 0.000317601 0.00144074 0.000129298 0.000324416 0.00112552 4.04399e-06 0.00187788 -0.00071009 0.00179768 0.000592203 -0.00107202 -0.00288827 -0.000738271 4.30274e-06 -0.000453582 0.00574859 0.000949324
internal_weight=1.32437e+06 30441 17311 1.29393e+06 176413 1.11752e+06 17240 161671 7794 153877 36745 21236 117132 15509 14305 102827 84255 24069 60186 16302 27182 16227 33004 5831 3316 27154 15381 7767 463 27173
internal_count=1324369 30441 17311 1293928 176413 1117515 17240 161671 7794 153877 36745 21236 117132 15509 14305 102827 84255 24069 60186 16302 27182 16227 33004 5831 3316 27154 15381 7767 463 27173
is_linear=0
shrinkage=0.05


Tree=216
num_leaves=31
num_cat=4
split_feature=33 104 27 52 39 57 34 83 1 52 67 11 3 86 37 11 55 136 112 35 136 130 54 136 81 43 136 83 89 2
split_gain=5.12066 10.5609 10.0898 8.46147 8.01927 18.3317 10.8168 11.442 11.0065 12.0697 15.0997 14.5871 11.4406 10.9408 9.64225 8.83438 8.54482 8.04979 7.86271 9.35986 8.20215 7.6538 10.1451 12.1 9.70909 7.59929 7.13634 7.07958 7.07548 9.22224
threshold=10.750000000000002 -0.86311861872673024 202.50000000000003 0.34499999880790716 12.34999990463257 228.83806610107425 12.449999809265138 271.71434020996099 10.500000000000002 6.5650000572204599 13.555000305175783 13.750000000000002 327.50000000000006 0.89409616589546215 7.9500000476837167 14.750000000000002 5.0450000762939462 0 -0.81408452987670887 13.949999809265138 1 302.50000000000006 3.6049998998641972 2 325.52783203125006 9.2500000000000018 3 309.47434997558599 1.0000000180025095e-35 346.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 1 2 2 1 2 2 2
left_child=1 2 -1 -4 5 -2 7 15 21 10 11 -10 25 26 -13 17 -11 -7 -8 20 -20 22 23 -9 27 -12 -14 -23 -6 -30
right_child=4 -3 3 -5 28 6 18 8 9 16 12 14 13 -15 -16 -17 -18 -19 19 -21 -22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.005946689600546496 6.9363880663888487e-05 6.2126817631887767e-05 0.0059610484023856396 0.00069462093182792598 4.9621364845853647e-05 0.0023154844153558582 -0.0010713087220242459 0.013461636100744336 -0.00088747688780096859 0.0032452787655496505 -0.0012193129077601318 -0.02505801463079739 0.0077047757772473443 -0.012466242496833025 0.0045307966587666134 0.001884607343568456 1.4989224846623047e-05 -0.0024252348792924601 -0.0056890770219010772 0.0046387866728448152 -0.0022506654466872937 -0.0029331609746186941 0.0009829285793714396 0.0034689093498127752 -0.0097069988060538362 -0.012355789575207082 -0.0046958480525491862 0.003363721201943809 -0.00086517167724798618 0.0037112384916870474
leaf_weight=971 121397 255728 777 41440 784563 952 10817 393 14214 2295 5027 28 114 465 1653 1519 18960 13819 2771 368 4750 824 2836 1328 269 158 2537 974 31281 1141
leaf_count=971 121397 255728 777 41440 784563 952 10817 393 14214 2295 5027 28 114 465 1653 1519 18960 13819 2771 368 4750 824 2836 1328 269 158 2537 974 31281 1141
internal_value=2.16049e-06 0.000184261 0.000907453 0.000791549 -5.09212e-05 -0.000327722 -0.000881351 -0.000589839 -0.000228055 -0.000505559 -0.00126923 -0.000366582 -0.00299764 -0.00539208 0.00403794 -0.00174637 0.000363778 -0.00211977 -0.00194674 -0.00314709 -0.00352805 0.00167605 0.00282072 0.00584918 -0.000847529 -0.00155867 -0.00415124 0.000477942 1.97093e-05 -0.000704118
internal_weight=1.32437e+06 298916 43188 42217 1.02545e+06 208468 87071 68365 52075 45451 24196 15895 8301 3116 1681 16290 21255 14771 18706 7889 7521 6624 4557 1721 2067 5185 2651 1798 816985 32422
internal_count=1324369 298916 43188 42217 1025453 208468 87071 68365 52075 45451 24196 15895 8301 3116 1681 16290 21255 14771 18706 7889 7521 6624 4557 1721 2067 5185 2651 1798 816985 32422
cat_boundaries=0 1 2 3 4
cat_threshold=4100 774 5 2
is_linear=0
shrinkage=0.05


Tree=217
num_leaves=31
num_cat=2
split_feature=31 68 136 56 33 71 12 55 40 136 111 96 31 39 39 53 8 36 60 55 77 18 34 112 7 105 115 56 125 60
split_gain=4.78703 9.24439 8.0212 5.78967 5.29271 5.11965 6.8939 7.08301 8.4766 7.07842 9.84636 10.5511 10.2833 10.0486 9.61783 9.74945 8.95805 11.2152 8.25035 8.22501 8.00992 7.88221 8.28531 8.41144 7.65562 7.52757 7.48719 7.16546 7.06283 6.9072
threshold=1026.549987792969 293.63284301757818 0 287.77389526367193 8.2500000000000018 318.10951232910162 4.0050001144409189 5.2049999237060556 7.2500000000000009 1 0.85128143429756176 -0.7068251073360442 1016.3500061035157 12.650000095367433 15.550000190734865 0.97500002384185802 11.650000095367433 9.6500000953674334 0.36292175948619848 7.4349999427795419 39.48500061035157 6.4600000381469735 16.050000190734867 -0.28400452435016627 15.250000000000002 -0.70301750302314747 -0.38266885280609125 281.97006225585943 0.68832838535308849 0.45630867779254919
decision_type=2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1 9 -8 -9 10 11 28 21 25 15 -15 20 19 -14 -18 -11 -12 23 24 26 -13 -23 -19 -7 -27
right_child=1 2 -4 4 -6 6 7 8 -10 16 12 13 18 14 -16 -17 17 27 -20 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=7.6137323630019874e-06 0.00011570876352175484 0.0074166019634291386 -2.7849061234355955e-05 -0.0052831965738548165 0.0031461915730969063 -0.0020776836697429541 0.0095788131773838284 0.001936472996401096 -0.014551769235744937 -0.00040291307998990963 0.010399237753729258 -0.0015307899083077002 -0.0086553888893444383 0.0056084423459672652 -0.0071520087057169827 -0.0019748911448425831 -0.0014005403111409655 0.0059751868218882011 -7.4917851245250451e-05 -0.017581400457027826 -0.0064845107998573103 0.0021568106496663818 0.01423005462761541 -0.015495178293770695 0.020566570575294249 -0.0099523716467654431 -0.0059631836657406748 0.0013643865558975812 0.0014190744433946383 -0.0033184876859406656
leaf_weight=1251113 19744 788 2493 197 3403 3169 291 1578 82 22124 277 689 432 475 789 3935 905 1410 797 86 555 1959 122 76 51 1156 332 2094 2653 594
leaf_count=1251113 19744 788 2493 197 3403 3169 291 1578 82 22124 277 689 432 475 789 3935 905 1410 797 86 555 1959 122 76 51 1156 332 2094 2653 594
internal_value=2.05696e-06 0.000665721 0.0022439 0.0035266 0.00268492 -1.1559e-05 -0.000525966 0.00238336 0.00112199 -0.000653005 -0.00143673 -0.00208769 0.000725283 -0.00330989 -0.00206773 -0.00115809 -0.000147528 0.00189156 -0.003091 -0.00280473 -0.000551742 0.00239025 0.00151683 0.000875383 0.00140662 -0.0059577 0.000980103 0.00321976 -0.000484262 -0.00770064
internal_weight=1.32437e+06 26625 6881 4388 3600 1.29774e+06 46631 1951 1660 44680 17506 13460 4046 7638 5199 4410 27174 4495 1229 991 22679 2817 2540 2418 2342 2439 2291 3504 5822 1750
internal_count=1324369 26625 6881 4388 3600 1297744 46631 1951 1660 44680 17506 13460 4046 7638 5199 4410 27174 4495 1229 991 22679 2817 2540 2418 2342 2439 2291 3504 5822 1750
cat_boundaries=0 1 2
cat_threshold=822 4960
is_linear=0
shrinkage=0.05


Tree=218
num_leaves=31
num_cat=2
split_feature=94 88 88 25 93 61 28 136 110 10 108 31 76 103 39 52 16 67 38 64 92 52 12 53 3 20 79 3 136 119
split_gain=4.71879 7.66609 9.12928 5.78643 5.42445 13.6064 11.198 11.0938 14.0029 13.5533 13.3 14.5708 11.862 11.8095 10.6702 10.5894 10.635 10.7225 10.5128 10.2798 9.56553 10.4981 9.55087 9.42246 10.6458 9.25486 8.78085 8.69627 8.68924 9.58732
threshold=-0.99134069681167591 -0.18806871026754376 -0.96527764201164235 345.50000000000006 -0.53780949115753163 0.26462988555431372 1021.9500122070314 0 0.99999994039535534 0.84999999403953563 0.25771151483058935 1018.6499938964845 4.5350000858306894 0.99999925494194042 19.650000572204593 4.7550001144409189 11.120000362396242 9.1549997329711932 20.44999980926514 1.0000000180025095e-35 -0.9102974236011504 0.70499998331069957 3.3549998998641972 2.0149999856948857 256.50000000000006 5.8949999809265146 2.0649999380111699 4.5000000000000009 1 -0.94260558485984791
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 1 2
left_child=1 2 -1 -4 5 -2 7 8 9 25 11 14 -13 19 -9 18 22 26 -12 -11 21 -6 -17 -20 -25 -7 -18 -8 -29 -30
right_child=4 -3 3 -5 20 6 27 10 -10 13 15 12 -14 -15 -16 16 17 -19 23 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0036393716362081423 0.0016510402048700555 -0.0015244533321424761 0.00037685555623241863 0.016925677263511803 0.0014759627369175907 0.0056611922143525147 -0.0051790829360324787 0.0017361997721906997 -0.0064959996525334783 -0.0062013668100858454 0.0006328375362633545 0.0026431122298684615 0.012759551862391874 -0.0067686706117353048 -0.0065274767483366122 -0.0019858881978704825 0.0032022764655825022 0.0028367908213557014 0.022578171482079294 -0.00029751357571842249 -8.7802372647705263e-06 -0.0018995449385676784 0.01154970715499737 -0.0081283211468585904 0.012143666581812139 0.00093158380169122636 -0.00090218158052986382 0.0013621881748189073 0.016816196212916548 0.0046839632043112539
leaf_weight=1508 16148 13130 15750 53 2830 1422 337 11011 907 744 41784 628 538 723 405 10271 1479 3187 96 82029 1087547 12379 132 105 169 3794 10954 2648 183 1478
leaf_count=1508 16148 13130 15750 53 2830 1422 337 11011 907 744 41784 628 538 723 405 10271 1479 3187 96 82029 1087547 12379 132 105 169 3794 10954 2648 183 1478
internal_value=1.9541e-06 -0.000613374 7.76595e-05 0.000432357 1.64303e-05 0.000262309 0.000134182 6.81395e-05 -0.000314848 -0.000251687 0.000493122 0.00198682 0.0073109 -0.000406155 0.00144303 0.000217534 -0.000575567 0.000249329 0.00070714 -0.00035058 -2.61947e-05 -0.00127145 -0.00181414 0.00909814 0.0043752 0.00222098 -0.000413925 0.00255609 0.00316105 0.0059846
internal_weight=1.32437e+06 30441 17311 15803 1.29393e+06 191172 175024 170378 89619 88712 80759 12582 1166 83496 11416 68177 26023 15620 42154 82773 1.10276e+06 15209 10403 370 274 5216 12433 4646 4309 1661
internal_count=1324369 30441 17311 15803 1293928 191172 175024 170378 89619 88712 80759 12582 1166 83496 11416 68177 26023 15620 42154 82773 1102756 15209 10403 370 274 5216 12433 4646 4309 1661
cat_boundaries=0 1 2
cat_threshold=4337 2278
is_linear=0
shrinkage=0.05


Tree=219
num_leaves=31
num_cat=2
split_feature=33 104 27 52 38 57 136 28 103 53 67 22 64 76 77 52 34 136 132 16 23 69 89 22 36 98 35 68 64 79
split_gain=4.59365 9.46685 9.37942 7.40524 7.37044 15.3096 9.69463 8.54091 9.8148 8.28426 8.25477 21.9008 12.0435 13.6294 12.4928 12.6872 12.6103 13.8502 11.7578 13.6583 14.6006 16.6329 14.9112 14.7743 12.7608 10.463 10.0109 9.90585 9.8656 10.6768
threshold=10.750000000000002 -0.86628440022468556 202.50000000000003 0.34499999880790716 12.449999809265138 224.6559753417969 0 1021.0499877929689 0.44246813654899603 12.34500026702881 8.4349999427795428 6.5050001144409189 4.9449999332427987 1.7250000238418581 4.805000066757203 0.50499999523162853 12.449999809265138 1 1014.8500061035157 13.344999790191652 7.3849999904632577 299.48002624511724 -0.90444114804267872 8.2249999046325701 14.550000190734865 -0.61829656362533558 13.34999990463257 278.22160339355474 17.045000076293949 29.925000190734867
decision_type=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 2 2 2 2 2
left_child=1 2 -1 -4 5 9 -7 -8 -9 -2 28 27 -13 -14 -15 -16 -17 25 19 20 -19 -22 23 -23 -24 -18 -26 -12 29 -6
right_child=4 -3 3 -5 10 6 7 8 -10 -11 11 12 13 14 15 16 17 18 -20 -21 21 22 24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0057837744543752789 2.1941101461142607e-05 5.9903227391336187e-05 0.0056439299550823455 0.0006625575450257495 -7.1853078512750708e-05 5.1752927316309829e-05 -0.0013654181676499037 -0.0010508930534524695 0.0015842256088506421 0.004462925129240361 -0.00038425779240376141 0.0020910855759763113 -0.0041862447549242338 0.0010864412487531657 0.0069754565461088566 0.00084285426716242725 0.00087709004653832633 -0.00031202311897541012 0.0014570644403338051 0.00010999751976280002 -0.00098034419246407979 -0.0039665033092658036 -0.00073204234430937216 -0.010661889992524607 -0.010125866062040741 -0.0023818354996657607 -0.0033854992012149741 0.0021313880662101165 0.0015377410065671871 -0.002715247782345896
leaf_weight=948 125115 256497 760 40711 610762 25785 55674 8983 5825 1059 4803 7193 1923 24233 620 23469 23302 16757 5245 19243 14352 2634 5374 1199 637 2754 4074 21123 9471 3844
leaf_count=948 125115 256497 760 40711 610762 25785 55674 8983 5825 1059 4803 7193 1923 24233 620 23469 23302 16757 5245 19243 14352 2634 5374 1199 637 2754 4074 21123 9471 3844
internal_value=1.85691e-06 0.000174333 0.000866258 0.000753846 -4.84191e-05 -0.00030311 -0.000777996 -0.0010814 -1.43205e-05 5.9215e-05 2.21322e-05 0.000321519 9.382e-05 -4.70366e-06 5.11789e-05 -0.000158478 -0.000195634 -0.000450651 -0.000819095 -0.00100498 -0.00148148 -0.00217467 -0.00340624 -0.00606089 -0.00239729 0.000532432 -0.0042969 0.00166534 -6.37078e-05 -8.8386e-05
internal_weight=1.32437e+06 298916 42419 41471 1.02545e+06 222441 96267 70482 14808 126174 803012 178935 153009 145816 143893 119660 119040 95571 69515 64270 45027 28270 13918 3833 10085 26056 4711 25926 624077 614606
internal_count=1324369 298916 42419 41471 1025453 222441 96267 70482 14808 126174 803012 178935 153009 145816 143893 119660 119040 95571 69515 64270 45027 28270 13918 3833 10085 26056 4711 25926 624077 614606
cat_boundaries=0 1 2
cat_threshold=39 7216
is_linear=0
shrinkage=0.05


Tree=220
num_leaves=31
num_cat=3
split_feature=99 93 91 25 111 88 52 34 136 92 29 29 4 94 136 36 79 123 37 58 106 99 93 104 99 5 81 75 136 125
split_gain=5.02466 4.93377 4.99404 4.82562 4.80258 4.4677 9.6568 8.89382 7.2128 5.86623 5.74013 11.0118 9.11804 8.42781 7.77945 7.93652 6.67211 6.48444 6.17021 5.97217 5.68884 5.66568 5.55726 5.51751 5.67499 6.51854 5.59656 5.50619 5.40448 5.89585
threshold=0.27761048078536993 0.5099012851715089 -0.28330481052398676 323.50000000000006 0.59150645136833202 1.0000000180025095e-35 0.92500001192092907 12.750000000000002 0 0.030903387814760212 1014.0499877929689 1018.2500000000001 8.5500001907348651 -0.65802294015884388 1 14.050000190734865 14.815000057220461 -0.41467745602130884 13.949999809265138 290.22196960449224 -0.82125067710876454 -0.68843662738800038 0.53446808457374584 -0.68567895889282215 -0.3014178574085235 8.5500001907348651 345.99299621582037 0.81963393092155468 2 0.19936034083366397
decision_type=2 2 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 1 2
left_child=5 -2 3 4 -3 -1 8 10 21 28 18 12 16 -14 15 -13 19 -16 -8 -12 -18 -7 23 -10 -25 26 -26 -11 -9 -30
right_child=1 2 -4 -5 -6 6 7 9 22 27 11 14 13 -15 17 -17 20 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=1.292954634012838e-05 -0.0015833769550787119 0.0067872994812205436 -0.015959145610888056 0.016138302973182552 -0.018794372959365681 0.011322535818622618 -0.002109950303464695 -0.0020629870037878776 0.00037514601354049991 -0.0030738658295377877 0.0026211122844465007 0.0038173911360798204 0.012785363039425485 0.0028916759351854181 -0.0061490353647880754 0.035866607282133332 0.0046823719004951345 5.373637018073676e-05 0.0062699014939911054 0.015524549981420664 -0.0040073382323374028 -0.0049904991223505054 -0.0017432759488317754 0.0042636566659619004 -0.0047844161574738392 0.0089074583242957795 -0.028108127393892835 -0.011267974483780564 -0.0015817895120582668 0.00063323052615807515
leaf_weight=1282504 1974 32 127 29 43 275 2593 9744 5024 1707 1948 241 395 473 827 21 253 859 240 94 737 66 1945 1895 97 60 35 233 6028 5989
leaf_count=1282504 1974 32 127 29 43 275 2593 9744 5024 1707 1948 241 395 473 827 21 253 859 240 94 737 66 1945 1895 97 60 35 233 6028 5989
internal_value=-7.617e-06 -0.00239245 -0.00930634 -0.00118225 -0.00787953 -3.64613e-06 -0.000512475 -0.000921972 0.000898647 -0.00142346 0.000447209 0.00134209 0.0028755 0.00739399 -0.00172788 0.00615143 0.00158195 -0.00297116 -0.00140004 0.0032151 -0.00178663 0.00793255 0.00062434 0.00127281 0.00343373 -0.00475742 -0.0109687 -0.004058 -0.00118859 -0.000477476
internal_weight=1.32649e+06 2205 231 104 75 1.32428e+06 41779 32382 9397 23701 8681 5848 3900 868 1948 262 3032 1686 2833 2042 990 341 9056 7111 2087 192 132 1940 21761 12017
internal_count=1326488 2205 231 104 75 1324283 41779 32382 9397 23701 8681 5848 3900 868 1948 262 3032 1686 2833 2042 990 341 9056 7111 2087 192 132 1940 21761 12017
cat_boundaries=0 1 2 3
cat_threshold=4098 7424 4627
is_linear=0
shrinkage=0.05


Tree=221
num_leaves=31
num_cat=1
split_feature=99 93 91 25 8 10 81 136 14 88 126 76 69 37 35 72 38 129 33 66 63 135 19 93 33 10 107 92 58 86
split_gain=4.53475 4.45273 4.50712 4.35512 4.3548 9.38379 20.193 10.8335 12.7762 7.43966 7.19215 10.9761 7.00675 8.22861 6.91505 6.91224 9.35203 6.84985 8.56587 10.795 7.15374 9.35994 8.0141 6.79526 8.07256 7.40656 6.6637 6.45847 7.35639 6.44751
threshold=0.27761048078536993 0.5099012851715089 -0.28330481052398676 323.50000000000006 10.650000095367433 10.250000000000002 269.79731750488287 0 1.3450000286102297 1.0000000180025095e-35 0.50751903653144848 23.025000572204593 337.29052734375006 8.9499998092651385 18.94999980926514 0.93814134597778331 16.550000190734867 315.50000000000006 13.34999990463257 72.18500137329103 0.37487880885601049 1012.1499938964845 11.775000095367433 -0.43144863843917841 12.449999809265138 2.4500000476837163 -0.911433845758438 0.49777500331401831 186.53278350830081 0.87636432051658641
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=4 -2 3 -3 9 6 -6 8 -8 10 11 -1 17 29 -10 26 -17 -7 -19 20 -20 22 -22 -13 25 -25 -12 28 -11 -14
right_child=1 2 -4 -5 5 12 7 -9 14 27 15 23 13 -15 -16 16 -18 18 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=6.1145768283345429e-05 -0.0015042081062996919 -0.0074855498100320494 -0.015161188351591743 0.015331387884336814 -6.6126193444054541e-05 2.9827266394266327e-05 0.0076105849007973266 0.00087149069714351722 0.0021987616468148031 -0.0015357790052052233 -0.00063673405858747278 0.003806301517616776 0.00068097053052381036 0.0041708659952453151 0.015968310708463516 -0.0024797436901183426 -0.020851085021341635 -0.00032307933169940952 -0.009146070082678856 -0.034389708836873374 -0.0034508083015680315 -0.0037368581127779723 0.0194604665105199 0.0052190268013665875 -0.00041502617597023131 0.0012339505950687271 -8.1274077184431435e-05 -0.0028824635597440116 3.7961127149951739e-05 -0.028000023340185483
leaf_weight=555010 1974 75 127 29 35329 176952 1284 15111 10220 11804 62191 2517 43 1488 92 1829 72 3250 505 30 68 1071 87 1514 5741 5072 409687 3260 20020 36
leaf_count=555010 1974 75 127 29 35329 176952 1284 15111 10220 11804 62191 2517 43 1488 92 1829 72 3250 505 30 68 1071 87 1514 5741 5072 409687 3260 20020 36
internal_value=-7.23693e-06 -0.00227283 -0.00884103 -0.00112313 -3.4646e-06 0.00018657 0.000718197 0.00175573 0.00290474 -4.67254e-05 -2.265e-05 9.70328e-05 6.87239e-06 0.00333601 0.00232161 -0.000166603 -0.00317555 -2.1797e-05 -0.00184479 -0.00465317 -0.0041378 -0.00207485 0.00940907 0.00143883 0.000955426 0.00215005 -0.000154481 -0.000762889 -0.000545763 -0.0123888
internal_weight=1.32649e+06 2205 231 104 1.32428e+06 245566 62036 26707 11596 1.07872e+06 1.04363e+06 569854 183530 1567 10312 473779 1901 181963 5011 1761 1731 1226 155 14844 12327 6586 471878 35084 31824 79
internal_count=1326488 2205 231 104 1324283 245566 62036 26707 11596 1078717 1043633 569854 183530 1567 10312 473779 1901 181963 5011 1761 1731 1226 155 14844 12327 6586 471878 35084 31824 79
cat_boundaries=0 1
cat_threshold=1458
is_linear=0
shrinkage=0.05


Tree=222
num_leaves=31
num_cat=3
split_feature=12 14 77 78 111 39 92 135 136 54 14 136 16 6 31 80 107 3 128 80 92 121 33 12 31 84 53 136 2 61
split_gain=4.14968 17.5835 19.82 11.2866 12.4754 13.7456 8.97582 9.31907 8.97103 8.90061 8.89732 8.39048 14.4502 8.56075 9.43137 10.5415 9.84647 9.59633 9.41458 8.59613 8.44151 8.31153 7.94835 7.7587 7.75711 6.83615 11.2997 8.30506 7.57486 6.68099
threshold=2.1250000000000004 2.2250000238418584 3.2250000238418584 9.1549997329711932 -0.58745431900024403 14.250000000000002 0.72024661302566539 1019.0499877929689 0 28.775000572204593 1.6549999713897707 1 7.4149999618530282 0.55000001192092907 1014.7500000000001 287.14694213867193 -0.68913763761520375 2.5000000000000004 287.50000000000006 323.16984558105474 -0.46374891698360438 -0.44618082046508784 18.550000190734867 1.6749999523162844 1028.549987792969 0.81492117047309887 0.79500001668930065 2 244.50000000000003 0.69480490684509288
decision_type=2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=3 2 -2 9 5 8 11 -8 23 -1 -4 24 13 -13 16 -16 18 19 -15 -17 -19 -18 -7 -5 -6 26 27 28 -14 -11
right_child=1 -3 10 4 6 22 7 -9 -10 29 -12 12 25 14 15 17 21 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.9635784730504489e-05 -5.2945153213591759e-05 -2.7628611351770667e-05 0.0039598815657553429 -0.0097096794216107417 -0.0010286777779229561 0.0093770917968576933 -0.0021123600941143897 0.016322331481437753 0.002616320749016062 -0.0037814510409070277 0.0013034264745233996 0.0050727559703995645 0.0024341813891616188 0.0014506152929265981 0.0058480847407403839 0.0035864146717358384 0.0075981656409614745 0.0011297495429114877 -0.0065976367202204627 -0.018508835564241977 -0.0024460721418493227 0.0019623820344562429 -0.016095903329551221 -0.00044660149207564312 0.0097350468828240316 -0.00087215968087320022 -3.7020380026896841e-05 -0.0057066575823217095 0.010579292410734954 -0.00063084820749700107
leaf_weight=729299 37866 385391 3423 292 45668 712 10637 69 2443 2569 39822 1313 579 4068 621 64 1225 3361 399 141 3243 1404 32 1001 168 35832 9250 156 563 4877
leaf_count=729299 37866 385391 3423 292 45668 712 10637 69 2443 2569 39822 1313 579 4068 621 64 1225 3361 399 141 3243 1404 32 1001 168 35832 9250 156 563 4877
internal_value=-6.87475e-06 0.000113198 0.000782322 -7.20086e-05 -0.00051489 0.00207522 -0.000612596 -0.00199355 0.000839283 2.07557e-06 0.00151369 -0.000475772 -9.75012e-05 0.00120639 0.000856912 -0.000388167 0.0021606 -0.00095693 0.000731732 -0.0116108 -0.000626215 0.00458841 0.00828148 -0.00251901 -0.00098901 -0.000542808 0.000576013 0.00494471 0.00639369 -0.00171786
internal_weight=1.32649e+06 466502 81111 859986 123241 4480 118761 10706 3736 736745 43245 108055 62219 15839 14526 7430 7096 6809 4467 205 6604 2629 744 1293 45836 46380 10548 1298 1142 7446
internal_count=1326488 466502 81111 859986 123241 4480 118761 10706 3736 736745 43245 108055 62219 15839 14526 7430 7096 6809 4467 205 6604 2629 744 1293 45836 46380 10548 1298 1142 7446
cat_boundaries=0 1 2 3
cat_threshold=802 1648 384
is_linear=0
shrinkage=0.05


Tree=223
num_leaves=31
num_cat=0
split_feature=99 16 95 116 76 71 105 39 39 30 92 23 42 6 83 34 75 7 12 114 4 129 92 117 114 34 64 52 107 93
split_gain=4.08607 4.03833 6.45363 6.52741 5.81885 4.0619 7.55806 6.85372 9.58151 7.82554 8.02125 8.18109 6.9771 11.9034 5.68421 8.09765 6.50602 5.62429 5.57622 6.11004 5.56168 9.04143 6.07653 6.75265 5.94332 7.548 10.1285 6.35865 6.1294 5.90582
threshold=0.27761048078536993 20.04999923706055 -0.43582107126712794 -0.16504132002592084 1.2450000047683718 318.10951232910162 1.0000000180025095e-35 9.1500000953674334 8.0500001907348651 1019.6499938964845 0.43462222814559942 5.5250000953674325 11.949999809265138 5.0499999523162851 329.53829956054693 9.4499998092651385 0.69926515221595775 10.84999990463257 1.7749999761581423 0.061046212911605842 13.449999809265138 331.50000000000006 0.17921617627143863 0.86159634590148937 -0.70088258385658253 5.9500000476837167 17.554999351501468 45.045000076293952 -0.61437013745307911 0.78827333450317394
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -1 7 8 14 10 -10 -12 20 -14 16 -16 -7 -13 19 -8 24 22 23 -22 28 26 -26 -27 -9 -28
right_child=-2 2 -4 -5 -6 6 18 12 9 -11 11 17 13 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 27 29 -29 -30 -31
leaf_value=8.5999635791734833e-06 -0.0021571217552854645 0.019929173364794731 0.00073659906596865036 0.011246124425968586 -0.001448045382845025 0.0079495127530976491 0.0021639284358688578 -0.00031711287448176444 -0.00091860080151763036 -0.017590605273315279 0.0062648588695145896 -0.0037540725068371189 -0.010301755242345551 0.0031693745731928079 0.013612666565562377 -0.00851491362804414 -0.0070732803810824411 -0.019018137523957666 0.0066264193882615927 -0.022412801241605648 0.003808927938477159 -0.019060984873004089 0.0015863999133990344 0.018539933672547342 -0.00072524913226013413 -0.00088345671743775701 -0.011449462636454223 0.002593504885098004 0.0020470201994739808 -0.032942150396908204
leaf_weight=1271567 2205 36 4472 314 275 103 85 8121 502 143 58 87 447 259 158 56 240 197 595 36 206 46 1032 125 246 29175 145 1377 4139 41
leaf_count=1271567 2205 36 4472 314 275 103 85 8121 502 143 58 87 447 259 158 56 240 197 595 36 206 46 1032 125 246 29175 145 1377 4139 41
internal_value=-6.53218e-06 -2.95134e-06 0.00140172 0.00616083 0.00102649 -8.37865e-06 -0.000461757 -0.000539586 -0.00381556 -0.00677448 -0.00494189 -0.0108474 -0.000428074 -0.0053598 0.00142761 0.00782227 -0.00256206 -0.0143422 0.00463658 -0.00514816 -0.000350099 0.0027413 0.00347711 0.009372 -0.000450825 -0.000819546 -0.00738243 -0.000726748 0.000481023 -0.0161871
internal_weight=1.32649e+06 1.32428e+06 5097 625 311 1.31919e+06 47619 46903 1544 987 844 342 45359 706 557 214 343 284 716 121 44653 1409 1363 331 43244 30984 432 30552 12260 186
internal_count=1326488 1324283 5097 625 311 1319186 47619 46903 1544 987 844 342 45359 706 557 214 343 284 716 121 44653 1409 1363 331 43244 30984 432 30552 12260 186
is_linear=0
shrinkage=0.05


Tree=224
num_leaves=31
num_cat=2
split_feature=8 76 94 88 66 10 83 8 87 127 0 93 83 34 79 136 81 8 93 136 124 85 12 54 16 85 67 36 52 94
split_gain=3.99973 7.18768 8.46149 7.06157 7.01594 6.8717 12.4701 9.55132 8.1757 6.78344 17.8299 23.0735 10.7032 8.41332 10.4873 8.1594 8.12414 8.09304 8.94612 13.4718 18.1652 11.5398 10.2135 10.6992 8.98311 8.75593 14.759 17.8531 20.1846 13.5169
threshold=3.7500000000000004 23.025000572204593 0.97080013155937206 0.042868120595812804 52.774999618530281 6.0499999523162851 303.87573242187506 10.050000190734865 0.73833194375038158 -0.63605400919914235 216.50000000000003 0.096091538667678847 274.53994750976568 14.750000000000002 2.2350000143051152 0 290.23123168945318 11.84999990463257 0.04383493401110173 1 0.18222858756780627 0.85814258456230175 3.7150000333786015 1.075000047683716 5.1300001144409189 0.83158046007156383 1.235000014305115 12.750000000000002 7.0850000381469735 -0.68037950992584217
decision_type=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 2
left_child=1 3 -3 4 -1 6 -2 8 -8 10 13 15 -13 16 -15 -12 -7 25 19 22 -21 -22 23 -19 -23 -11 -27 28 29 -28
right_child=5 2 -4 -5 -6 9 7 -9 -10 17 11 12 -14 14 -16 -17 -18 18 -20 20 21 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00012349187598570125 0.00010354732592010049 0.001704931840574247 -0.0058655207189995335 -0.0014231817139950342 -0.0029131752924902235 -0.00015779016945749138 -0.0013310949768083891 0.0038409832396235073 0.0010048143823111616 -6.8991569772139792e-05 0.0024315977831135629 0.00031065273889389542 0.0043250741586718933 -0.00018647116800789539 0.0037573561089771766 0.0066592554723316896 -0.0043087652535468077 0.0025952015242727139 2.3979973308780505e-05 -0.001197298364146583 0.006176875346089801 0.021965926973835419 0.006310049961788175 -0.00096609051020643273 0.0020137985021557721 -0.0019235552274475384 -0.00029738327151938144 0.00014435785477358762 0.00018952383681415726 -0.0027210328851371285
leaf_weight=336525 289718 7577 388 11111 2269 58444 4112 2729 42070 268238 2170 15267 1863 3689 3104 2497 1203 2630 117508 2686 2757 57 619 10646 5489 17403 8247 68997 17454 19021
leaf_count=336525 289718 7577 388 11111 2269 58444 4112 2729 42070 268238 2170 15267 1863 3689 3104 2497 1203 2630 117508 2686 2757 57 619 10646 5489 17403 8247 68997 17454 19021
internal_value=-6.20557e-06 -0.000149045 0.00133615 -0.000182853 -0.000142175 4.65684e-05 0.000228216 0.000966677 0.000796827 -5.10702e-05 0.00035547 0.00159637 0.000747247 -5.16314e-05 0.00161563 0.00471301 -0.00024151 -0.000117285 0.000206357 0.00106759 0.00237472 0.00353311 3.20965e-05 -0.000260592 0.00221886 -0.000232679 -0.000567538 -0.00036002 -0.00113817 -0.00198802
internal_weight=1.32649e+06 357870 7965 349905 338794 968618 338629 48911 46182 629989 88237 21797 17130 66440 6793 4667 59647 541752 142392 24884 10989 8303 13895 13276 5546 399360 131122 113719 44722 27268
internal_count=1326488 357870 7965 349905 338794 968618 338629 48911 46182 629989 88237 21797 17130 66440 6793 4667 59647 541752 142392 24884 10989 8303 13895 13276 5546 399360 131122 113719 44722 27268
cat_boundaries=0 1 2
cat_threshold=2210 4677
is_linear=0
shrinkage=0.05


Tree=225
num_leaves=31
num_cat=3
split_feature=16 116 95 59 119 53 32 39 93 136 3 53 12 32 29 12 136 0 24 16 136 53 15 80 36 15 56 65 124 65
split_gain=4.427 13.4122 35.9183 19.5603 15.6206 11.5511 14.5163 14.5313 14.1613 22.4995 17.7289 15.0838 14.0278 15.062 13.0763 13.3403 14.2518 15.1271 12.8668 19.5612 18.8649 12.6392 12.5095 12.2428 15.8735 11.2244 11.2088 11.1436 15.5847 13.7088
threshold=13.344999790191652 -0.47714059054851526 -0.5135674476623534 236.68448638916018 0.19936034083366397 2.2150000333786015 10.34999990463257 11.650000095367433 -0.28115765750408167 0 112.50000000000001 1.235000014305115 1.6549999713897707 12.550000190734865 1026.1499633789065 1.4149999618530276 1 295.50000000000006 222.50000000000003 11.775000095367433 2 0.18500000238418582 1.3049999475479128 285.77421569824224 14.750000000000002 0.72500002384185802 235.77545928955081 30.214999198913578 -1.0000000180025095e-35 61.090000152587898
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=5 3 4 26 -3 8 -7 -8 9 10 -1 -12 18 -14 15 16 17 -11 -9 -20 -21 -17 -15 24 -24 -18 -2 -25 29 -29
right_child=1 2 -4 -5 -6 6 7 12 -10 14 11 -13 13 22 -16 21 25 -19 19 20 -22 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=-0.00076048457771080906 -1.7415253460762262e-06 0.0015725938102993172 0.00019811404475279963 -0.0022937842158495896 0.0050760982515363762 0.00058469066399190303 -0.0014282654649375335 0.0015098644876097487 -4.599901813799457e-05 -0.0030679332151643981 0.006338605327197884 0.0022081199133054193 0.00071465574179490211 0.0028123118534749119 0.0087342028990999854 0.0052597768282568137 0.0024985655775336332 0.00063992717247790662 -0.00048571579527150702 -0.00086999077327883144 -0.0038628445379126882 0.00079493337873434667 -0.00042324934708618857 -0.00049302738673582093 0.002264666940475682 -0.00012151138580997076 -0.0024633421934616736 -0.005728241545848646 -0.0015428838868317511 -0.023731225536356117
leaf_weight=3116 116875 9106 266728 11077 4890 37993 33810 5150 526600 7828 3281 6773 45883 2985 458 1665 4705 4241 43959 10767 10332 33014 15996 60046 8365 31154 4815 1099 13090 117
leaf_count=3116 116875 9106 266728 11077 4890 37993 33810 5150 526600 7828 3281 6773 45883 2985 458 1665 4705 4241 43959 10767 10332 33014 15996 60046 8365 31154 4815 1099 13090 117
internal_value=-3.88299e-06 0.000131833 0.00032767 -0.000282245 0.00279667 -6.53866e-05 -0.000326288 -0.000463851 5.59215e-05 0.000613633 0.00253284 0.00355605 -0.000314134 -3.736e-05 0.000308999 0.000262324 -0.00027816 -0.00176354 -0.000895926 -0.00108637 -0.00233781 0.0010093 -0.000376646 -0.000473078 0.000499719 0.000222203 -9.91415e-05 -0.000791809 -0.00204587 -0.00746044
internal_weight=1.32592e+06 413491 280724 132767 13996 912427 289592 251599 622835 96235 13170 10054 217789 147581 83065 82607 47928 12069 70208 65058 21099 34679 101698 98713 24361 35859 121690 74352 14306 1216
internal_count=1325918 413491 280724 132767 13996 912427 289592 251599 622835 96235 13170 10054 217789 147581 83065 82607 47928 12069 70208 65058 21099 34679 101698 98713 24361 35859 121690 74352 14306 1216
cat_boundaries=0 1 2 3
cat_threshold=1282 148 6177
is_linear=0
shrinkage=0.05


Tree=226
num_leaves=31
num_cat=2
split_feature=104 52 74 136 21 6 121 31 32 39 15 25 39 28 103 33 130 71 84 136 75 65 28 28 39 15 39 23 29 85
split_gain=4.60167 12.8779 15.093 14.5451 19.478 11.994 11.0258 9.48617 8.68099 10.7192 11.4144 8.49795 9.01476 9.34911 8.15851 10.7193 7.86399 11.6666 7.80987 7.56207 6.64571 6.62076 7.72853 6.58764 6.53275 6.48662 8.37676 6.89276 8.73096 8.29412
threshold=-0.96098318696022023 0.064999999478459372 0.57078829407691967 0 7.4649999141693124 2.7500000000000004 -0.90255093574523915 1011.7500000000001 14.750000000000002 18.44999980926514 1.3550000190734866 298.50000000000006 13.34999990463257 1016.5499877929689 0.30609899759292608 16.94999980926514 234.50000000000003 287.15698242187506 0.77325645089149486 1 0.50430423021316539 0.55500000715255748 1011.6499938964845 1017.4500122070314 10.449999809265138 0.76499998569488536 10.650000095367433 5.3250000476837167 1016.4500122070314 0.56595325469970714
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 2 8 4 5 -3 -7 19 -1 10 23 14 -13 -14 -6 18 24 -18 -16 -5 -12 -9 -23 -10 -8 -24 27 -27 29 -29
right_child=-2 3 -4 7 11 6 16 21 9 -11 20 12 13 -15 15 -17 17 -19 -20 -21 -22 22 25 -25 -26 26 -28 28 -30 -31
leaf_value=0.0010088249251846439 -3.6602948478171484e-05 0.0078991204484520541 0.00039350922863407066 0.00087093040173792094 0.00026130494304439758 0.008393461632575823 0.028536209755617645 -0.0013096972779970835 0.011248098859603648 -0.00052853437268640842 0.0072634119369929112 -0.0036113435776493567 0.0035225754632598632 -0.0021795956607320323 0.00020205342752155307 0.010661343967627832 -0.016827162861116921 0.007462335454944808 0.0038958122625323277 -0.0016658606340499951 -0.013815275844664732 0.00232730386798931 0.0014761603472865413 -0.013710144434676129 0.0017946936032385162 0.0090365499192242484 -0.00018855562033830714 0.020120239461539315 0.0021880208538656658 -0.0029930280936013723
leaf_weight=780 1178754 1370 3567 3695 11306 667 23 7575 1272 350 71 2270 1404 1473 2957 380 135 78 2773 14271 79 4187 8034 27 3249 300 68107 40 5415 1309
leaf_count=780 1178754 1370 3567 3695 11306 667 23 7575 1272 350 71 2270 1404 1473 2957 380 135 78 2773 14271 79 4187 8034 27 3249 300 68107 40 5415 1309
internal_value=-3.69062e-06 0.00025993 0.00250037 0.000162285 0.00118033 0.00384243 0.00250388 -9.0987e-05 0.00541435 0.00732447 0.00922133 0.000529344 -0.0012556 0.000603111 0.00105685 0.00252895 0.00137667 -0.00793242 0.00198963 -0.00114457 -0.00383803 0.000108322 0.000231234 0.0107293 0.00198267 0.000125756 -1.857e-05 0.00162033 0.00129141 -0.00230768
internal_weight=1.32592e+06 147164 6146 141018 28085 5522 4152 112933 2579 1799 1449 22563 5147 2877 17416 6110 3485 213 5730 17966 150 94967 87392 1299 3272 83205 75171 7064 6764 1349
internal_count=1325918 147164 6146 141018 28085 5522 4152 112933 2579 1799 1449 22563 5147 2877 17416 6110 3485 213 5730 17966 150 94967 87392 1299 3272 83205 75171 7064 6764 1349
cat_boundaries=0 1 2
cat_threshold=5890 133
is_linear=0
shrinkage=0.05


Tree=227
num_leaves=31
num_cat=0
split_feature=129 11 53 33 129 75 78 39 53 39 60 92 72 67 75 91 133 111 53 90 119 67 61 63 54 33 135 112 94 134
split_gain=4.25311 6.72073 7.36447 6.78086 6.57904 9.24506 11.6689 8.2208 12.1128 15.5505 7.4149 6.65435 7.20498 6.81153 7.56775 6.19713 8.08946 5.98864 5.91471 5.87109 5.56632 5.56529 5.35074 5.14406 6.10489 5.12425 5.92453 5.19534 5.03541 4.85473
threshold=333.50000000000006 10.84999990463257 0.18500000238418582 13.34999990463257 312.50000000000006 0.609399974346161 14.565000057220461 15.449999809265138 2.8750000000000004 11.449999809265138 0.36909365653991705 -0.96376433968543995 0.90694496035575878 12.654999732971193 0.83156076073646557 -0.94942370057106007 1014.8500061035157 0.47617277503013616 14.635000228881838 -0.83982247114181507 0.14780378341674807 114.67000198364259 0.41489976644515997 0.41785450279712683 3.9850000143051152 13.750000000000002 1012.8500061035157 -0.79332312941551197 -0.3356426060199737 1014.1499938964845
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=4 2 -2 21 -1 6 -6 8 9 -7 -9 -11 13 14 22 16 18 -4 -10 23 -19 -3 29 -5 -25 26 -15 -28 -8 -13
right_child=1 3 17 19 5 7 28 10 15 11 -12 12 -14 25 -16 -17 -18 20 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=2.1420670249085661e-07 0.017089190748374679 0.0010446873388156223 -0.00083966188594036546 -0.017827095721339333 -0.00078528907844559149 -0.005297420376304659 -0.0047066255262436865 -0.012719351436215932 -0.012369667031854707 -0.0024003093791127739 -0.0024433973663940344 0.0033442124208999759 -0.007220369579966416 0.020373060869686824 -0.0037941403217264451 -6.8748736472232781e-05 -0.0013292436085828594 0.0068327686420752475 0.0012396616081071983 -0.0013948714664661053 0.0019857422603912519 -0.018040958963907682 0.0025515124548336808 0.01096936188152303 -0.010025956828238643 0.021014527882610965 0.013204279344384083 -0.00035884639060815927 -0.011143852616207832 0.014312349636824557
leaf_weight=1304485 80 1852 1565 129 1601 428 789 205 355 245 1222 151 91 90 200 4597 1036 705 103 487 3706 39 366 46 140 121 127 159 494 304
leaf_count=1304485 80 1852 1565 129 1601 428 789 205 355 245 1222 151 91 90 200 4597 1036 705 103 487 3706 39 366 46 140 121 127 159 494 304
internal_value=-3.50639e-06 0.00109526 0.00201937 -0.000982873 -1.08047e-05 -0.00114405 -0.0036324 -0.000411758 0.000186083 0.00329305 -0.00391962 0.00527618 0.00644507 0.00726428 0.00492748 -0.000977948 -0.00377553 0.00181764 -0.00930905 -0.00483546 0.00276043 0.000651065 0.00705211 -0.0101547 -0.00483357 0.0120648 0.00918474 0.00566394 -0.00718518 0.0106724
internal_weight=1.32592e+06 8749 6056 2693 1.31717e+06 12684 2884 9800 8373 2282 1427 1854 1609 1518 1021 6091 1494 5976 458 802 4411 1891 821 315 186 497 376 286 1283 455
internal_count=1325918 8749 6056 2693 1317169 12684 2884 9800 8373 2282 1427 1854 1609 1518 1021 6091 1494 5976 458 802 4411 1891 821 315 186 497 376 286 1283 455
is_linear=0
shrinkage=0.05


Tree=228
num_leaves=31
num_cat=1
split_feature=104 52 72 136 21 6 121 11 31 84 39 95 25 28 2 35 133 77 52 52 93 23 111 130 71 17 121 124 107 22
split_gain=4.15314 11.6187 15.0434 13.1381 17.5731 10.8249 9.98152 9.01752 8.55205 8.06638 8.48298 11.9622 8.84944 8.17204 7.79016 7.74453 7.74325 11.4546 10.5574 7.50144 7.39884 7.25709 8.39689 7.18669 10.515 7.12968 6.98938 6.64366 6.447 8.80548
threshold=-0.96098318696022023 0.064999999478459372 0.5509886145591737 0 7.4649999141693124 2.7500000000000004 -0.91702514886856068 6.0499999523162851 1011.7500000000001 0.81821769475936901 16.150000572204593 -0.73375335335731495 298.50000000000006 1015.3500061035157 269.50000000000006 9.3499999046325701 1019.1499938964845 8.7849998474121112 38.795000076293952 16.994999885559086 -0.25795076787471766 8.3249998092651385 0.17280842363834384 234.50000000000003 287.15698242187506 10.405000209808351 0.87878364324569713 0.74892720580101024 -0.89512723684310902 6.9649999141693124
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 14 4 5 -3 -7 -4 25 10 12 -12 26 16 27 -10 -14 -18 -19 21 -16 -15 -23 -8 -25 -5 -6 -1 29 -2
right_child=28 3 7 8 9 6 23 -9 15 -11 11 -13 13 19 20 -17 17 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0068621692587477598 0.00012127741851084688 0.0075044109361130668 0.0025153782901655122 -0.0022083799273659444 0.00062754793678730322 0.0083437219094776079 0.0019393199840177387 -0.0023822063684752915 0.0021203568269415993 0.0027062013550566517 -0.003288576484758202 0.0047031983459590691 0.0024366359599079512 -0.0033537203386529452 0.011105333695819656 1.8402678182430249e-06 0.004231060124822824 -0.031489608364857057 -0.0035178615741998606 -0.0020383884369258513 -0.0019413290451370539 -0.019340747332447061 -0.0056321354703150542 -0.015977709836292046 0.0070818527482258966 -0.00020221927154353463 -0.0039784096994519473 0.025554282822627197 5.1335035546920437e-06 -0.00073959558303498705
leaf_weight=1592 51141 1370 2258 7921 11880 600 3339 1610 4530 3510 617 1942 1105 450 139 90437 116 66 69 1476 498 219 228 135 78 10045 885 49 1056750 70863
leaf_count=1592 51141 1370 2258 7921 11880 600 3339 1610 4530 3510 617 1942 1105 450 139 90437 116 66 69 1476 498 219 228 135 78 10045 885 49 1056750 70863
internal_value=-3.33107e-06 0.000247113 0.0023752 0.000154365 0.00112192 0.0036505 0.00237886 0.000476828 -8.63464e-05 0.000503584 9.78108e-05 0.0027763 -0.00031775 -0.00246054 0.00559859 0.000102895 0.00063587 -0.00729181 -0.0171929 -0.00422991 0.000905588 -0.00783604 -0.0123484 0.00137128 -0.00753336 -0.00108671 0.000308216 0.00742031 -3.45983e-05 -0.000378739
internal_weight=1.32592e+06 147164 6146 141018 28085 5522 4152 3868 112933 22563 19053 2559 16494 3729 2278 94967 1356 251 135 2373 637 897 447 3552 213 17966 12765 1641 1.17875e+06 122004
internal_count=1325918 147164 6146 141018 28085 5522 4152 3868 112933 22563 19053 2559 16494 3729 2278 94967 1356 251 135 2373 637 897 447 3552 213 17966 12765 1641 1178754 122004
cat_boundaries=0 1
cat_threshold=5890
is_linear=0
shrinkage=0.05


Tree=229
num_leaves=31
num_cat=3
split_feature=16 24 95 24 58 94 110 53 32 39 12 32 93 136 123 30 125 53 73 20 71 104 78 38 136 28 67 39 79 136
split_gain=4.0253 12.6955 19.4782 23.6537 17.7415 14.8067 12.5563 10.352 12.9033 13.1246 12.7768 13.7083 12.7087 20.1888 18.1608 13.1395 12.0203 11.8643 11.8207 11.8021 12.2011 11.7599 11.4522 11.6444 11.2258 10.7979 10.6875 10.3124 9.89519 18.5954
threshold=13.344999790191652 207.50000000000003 -0.53826823830604542 278.50000000000006 241.83137512207034 -0.28426313400268549 0.38806962966918951 2.2150000333786015 10.34999990463257 11.650000095367433 1.6549999713897707 12.550000190734865 -0.28115765750408167 0 -0.47714059054851526 1026.1499633789065 0.93663650751113903 1.235000014305115 0.62534719705581676 7.9549999237060556 272.92124938964849 -0.95798707008361805 29.375000000000004 19.849999427795414 1 1012.9500122070314 32.245000839233406 7.6499998569488534 8.3350000381469744 2
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 1 2 2 2 2 1
left_child=7 4 3 -3 -2 6 -5 12 25 -10 19 -12 13 14 17 16 -15 18 -1 -11 -21 26 23 -16 -22 27 -13 -9 -14 -30
right_child=1 2 -4 5 -6 -7 -8 8 9 10 11 21 28 15 22 -17 -18 -19 -20 20 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.009804119100212963 -0.00025238671497274117 0.00077948284896829233 0.00014715185338091074 0.0032820697846077775 -0.0037076903217421724 0.0017755495701852382 0.0097029236826114574 -0.027413095877473728 -0.00135504122830367 -0.00051337340149144558 0.0006853607132920516 0.0017914987225552679 2.749508094904622e-05 4.2518886376482454e-05 -0.0010626888698954918 0.0088040039325512406 0.0020307837647403145 0.0024997534226420697 0.00324181916542486 0.00010964357672322759 -0.0063466284355584435 -0.00056248308985170779 0.0078645725883239575 0.015550146148436601 -0.0022122542585746928 0.00015316795303626086 -0.0016810479432847185 0.0024658861234296958 -0.0026505979254775368 -0.000236876320360634
leaf_weight=1380 84900 24125 294524 1422 3885 2996 1639 29 33810 55196 45883 10274 475543 74144 4520 451 8470 5368 1365 4427 2038 88599 429 108 8547 31098 2825 6866 9890 41167
leaf_count=1380 84900 24125 294524 1422 3885 2996 1639 29 33810 55196 45883 10274 475543 74144 4520 451 8470 5368 1365 4427 2038 88599 429 108 8547 31098 2825 6866 9890 41167
internal_value=-3.16452e-06 0.000126248 0.000271121 0.00148084 -0.000403582 0.00427435 0.00672009 -6.18114e-05 -0.0003088 -0.000438495 -0.000296209 -3.20647e-05 5.30278e-05 0.000581361 0.00239935 0.000292794 0.000246366 0.00386706 0.0065409 -0.000851455 -0.00209451 -0.000355745 4.94293e-05 -0.000675008 -0.00301636 0.000550075 0.00104259 0.00234022 -4.35239e-05 -0.000704992
internal_weight=1.32592e+06 413491 324706 30182 88785 6057 3061 912427 289592 251599 217789 147581 622835 96235 13170 83065 82614 8113 2745 70208 15012 101698 5057 4628 10585 37993 13099 6895 526600 51057
internal_count=1325918 413491 324706 30182 88785 6057 3061 912427 289592 251599 217789 147581 622835 96235 13170 83065 82614 8113 2745 70208 15012 101698 5057 4628 10585 37993 13099 6895 526600 51057
cat_boundaries=0 1 2 3
cat_threshold=1282 198 4704
is_linear=0
shrinkage=0.05


Tree=230
num_leaves=31
num_cat=1
split_feature=93 10 21 24 92 37 75 93 136 70 32 13 64 105 31 55 135 11 28 132 23 82 24 14 17 65 76 53 15 79
split_gain=4.51042 4.86943 4.78843 5.89613 4.44669 4.34163 5.28726 4.19285 9.53089 20.3325 19.3879 19.0101 13.1707 12.2794 18.1409 12.7646 11.449 10.9065 10.7901 10.7035 10.2099 10.7391 10.1465 10.1074 10.3872 10.2828 10.0156 11.7199 9.70764 9.59264
threshold=-0.9989415407180785 14.550000190734865 4.2149999141693124 262.50000000000006 -0.031777575612068169 13.34999990463257 0.45690655708312994 -0.60750499367713917 0 1.0000000180025095e-35 12.750000000000002 1.3550000190734866 0.15500000119209292 -0.93310648202896107 1015.6499938964845 12.664999961853029 1017.9500122070314 6.4500000476837167 1023.2500000000001 1020.4500122070314 5.0850000381469735 272.32792663574224 334.50000000000006 2.9750000238418584 7.4149999618530282 1.1250000000000002 6.5150001049041757 0.90500000119209301 0.6850000023841859 1.325000047683716
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 3 -1 -4 6 -3 8 10 -10 13 19 -11 14 -2 -16 22 -18 23 20 -12 -22 -15 24 25 -13 28 -28 -14 -23
right_child=7 5 4 -5 -6 -7 -8 -9 9 12 11 18 26 16 15 -17 17 -19 -20 -21 21 29 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0034410527978952117 0.00045574589942090637 0.037069768412038684 -0.00092169903524650081 0.029625169693359307 -0.0047285274141423391 -0.0042206438413510718 0.0082154568949980404 -2.9386915789480141e-05 -0.0081327570860803989 -0.006132381070829941 -0.0013636253043196099 -0.0024272268713579227 0.001958620222636551 0.0010953535096326324 0.0092566320056081119 -0.0063248647702532218 0.02489323824713938 0.0010387904840804961 0.011002477472761601 0.026026999829120413 0.003884768718991074 0.0047170936435417159 0.011429893951280974 0.0054667534343128829 -0.00087082071028332089 0.00213170266202772 0.0024158695771194817 0.00012040982548356999 -0.00071482959459298959 0.00075439652807296898
leaf_weight=26 1452 20 9696 28 833 48 77 1123859 798 898 3821 1572 3685 22861 1626 143 100 92 205 43 3744 1634 240 702 43139 5802 7226 24128 43228 23366
leaf_count=26 1452 20 9696 28 833 48 77 1123859 798 898 3821 1572 3685 22861 1626 143 100 92 205 43 3744 1634 240 702 43139 5802 7226 24128 43228 23366
internal_value=-9.53473e-07 -0.00102202 -0.00114671 0.0137044 -0.00122288 0.00807858 0.0141648 7.38059e-06 0.000224286 -0.000191535 0.000525049 0.000153135 -0.00011151 0.00170391 0.00459751 0.00799708 0.00130378 0.013463 -0.000445753 0.00109753 0.00106461 0.0013874 0.00120272 -0.000491577 -0.000574383 0.00115982 -4.24293e-05 0.000649433 -0.000504831 0.0010134
internal_weight=1.32509e+06 10728 10583 54 10529 145 97 1.31436e+06 190505 79963 110542 84028 79165 26514 3221 1769 23293 192 51420 32608 32565 28744 23101 51215 50513 7374 78267 31354 46913 25000
internal_count=1325092 10728 10583 54 10529 145 97 1314364 190505 79963 110542 84028 79165 26514 3221 1769 23293 192 51420 32608 32565 28744 23101 51215 50513 7374 78267 31354 46913 25000
cat_boundaries=0 1
cat_threshold=3843
is_linear=0
shrinkage=0.05


Tree=231
num_leaves=31
num_cat=0
split_feature=90 34 28 29 119 125 93 53 76 35 94 13 88 99 59 8 62 6 133 83 105 14 80 84 10 0 30 12 54 61
split_gain=4.30972 11.0742 6.48885 6.50985 7.10362 6.587 6.35834 7.32369 6.97183 10.7745 6.05387 7.20628 6.56075 6.71229 6.04505 5.75556 5.3698 5.23275 5.22859 6.2549 7.27437 5.20641 5.09873 4.9127 4.78297 4.93303 4.7594 4.70206 4.58658 8.56073
threshold=1.0000000180025095e-35 11.949999809265138 1017.5499877929689 1013.7500000000001 0.99353402853012096 0.7933231294155122 0.33716596662998205 1.8949999809265139 20.164999961853031 14.949999809265138 -0.43942187726497645 2.5749999284744267 1.0000000180025095e-35 -0.72698691487312306 233.1418151855469 5.4500000476837167 0.27925451099872595 9.9499998092651385 1016.7500000000001 327.32160949707037 -0.70841327309608448 2.3549998998641972 78.402645111083999 0.86974290013313305 10.84999990463257 145.50000000000003 1020.1499938964845 1.985000014305115 1.8450000286102297 0.41489976644515997
decision_type=2 2 2 2 2 2 2 2 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 24 7 8 -3 26 12 21 13 16 15 -15 -7 27 -9 20 -20 23 -4 -12 25 -5 -10 -14 -8 -30
right_child=1 6 22 5 -6 10 28 18 9 -11 11 -13 17 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.5467925680528069e-05 0.00037978518356688077 -0.00011359147373436501 0.0090633214533329017 0.0064608268284549316 -0.0211860713429558 0.011530847925708064 -0.00148345682566178 -0.0012938211475277605 0.0012464213079597989 0.013389963534278557 0.0054436826357607453 0.010767692844007887 0.015414954453121433 0.003268080334237311 0.0043642629251668327 0.028146474332932166 -0.0010113284002881313 0.00045581828361671229 0.0045769763922199926 -0.011761788956820965 0.035779180017209825 -0.015001172771534094 -0.0012840115455753126 -0.0096854849682225814 0.0072999916453957191 -0.00072707420413990027 0.021078485487810068 0.034361025846583092 -0.0066062521863070895 0.0039173013107712878
leaf_weight=1282795 1826 10005 125 294 39 122 2670 18868 1254 234 177 155 108 32 95 85 284 38 47 25 31 65 2503 77 324 1269 31 47 1238 229
leaf_count=1282795 1826 10005 125 294 39 122 2670 18868 1254 234 177 155 108 32 95 85 284 38 47 25 31 65 2503 77 324 1269 31 47 1238 229
internal_value=-9.05799e-07 -0.000497493 0.00122221 0.00227302 -7.11898e-05 0.00365132 -0.000878109 -0.000628574 0.000365603 0.00352185 0.00641241 0.00192335 0.00903611 0.00652295 0.0137341 0.0213421 0.0027575 0.0170834 -0.00123249 0.0100022 0.0169779 -0.00237407 -0.000791844 0.000857281 0.00177108 0.000624969 0.00172486 0.0211599 -0.0027175 -0.00496352
internal_weight=1.32509e+06 42297 7665 5037 1865 3172 34632 30495 11524 1519 1285 474 811 618 212 117 406 193 18971 103 78 319 2628 254 1887 1563 1285 155 4137 1467
internal_count=1325092 42297 7665 5037 1865 3172 34632 30495 11524 1519 1285 474 811 618 212 117 406 193 18971 103 78 319 2628 254 1887 1563 1285 155 4137 1467
is_linear=0
shrinkage=0.05


Tree=232
num_leaves=31
num_cat=1
split_feature=38 74 136 12 56 22 16 29 35 77 23 110 83 99 132 52 82 97 103 65 72 81 82 96 22 67 19 31 16 55
split_gain=4.11279 9.24711 10.8649 10.9729 7.41534 7.08681 6.40183 5.7854 6.1154 5.46645 5.34881 10.2497 5.24524 5.145 5.20097 5.61486 5.1309 4.497 4.58382 4.39176 6.8086 6.38127 4.4401 4.39057 4.33619 11.6501 15.4255 17.5229 14.5284 17.3882
threshold=8.7500000000000018 0.75638908147811901 0 3.5949999094009404 334.85888671875006 7.5650000572204599 5.1300001144409189 1013.9500122070314 12.150000095367433 12.085000038146974 5.1449999809265146 0.70640408992767345 292.02023315429693 -0.9621562361717223 1016.7500000000001 0.2650000005960465 319.56120300292974 -0.88260331749916066 0.36559343338012701 3.4750000238418584 0.57779052853584301 328.61145019531256 326.65774536132818 -0.9258853793144225 8.1250000000000018 2.7749999761581425 7.4149999618530282 1017.9500122070314 13.344999790191652 5.3550000190734872
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 4 5 -4 6 -3 9 8 13 -1 11 12 23 -8 15 17 -5 18 -15 20 -19 -21 -22 -9 25 -2 27 -27 -28 -30
right_child=24 2 3 16 -6 -7 7 10 -10 -11 -12 -13 -14 14 -16 -17 -18 19 -20 21 22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.0041510478173304843 -6.6803917116043309e-05 -0.0037610641278636725 -0.013415093358060709 -0.0049721558159217241 -0.011446309634126149 0.0022519130251004178 -0.010150471965937199 -0.011295444613731491 0.014764133813179226 0.026102472473753663 3.3265975084148286e-05 0.0002214069211660238 0.014879755306292356 0.0083743198167370719 0.0099291909914675427 -0.0061431540815782854 0.026752364922028322 0.00018817659679494164 -0.017354053485074215 0.023104442797601224 -0.037495338339358572 0.00027896101671990149 -0.0045773213640564964 0.011705895063156883 -0.00016103994254919058 0.0022701363641673177 3.3949295741492022e-05 -0.0012758891172309063 0.0021674542845466251 0.00037023046516204808
leaf_weight=92 664413 1709 403 25 143 687 212 41 51 41 5779 597 246 23 88 677 26 923 70 50 20 79 21 42 295482 17661 262433 4340 18368 50350
leaf_count=92 664413 1709 403 25 143 687 212 41 51 41 5779 597 246 23 88 677 26 923 70 50 20 79 21 42 295482 17661 262433 4340 18368 50350
internal_value=-8.6051e-07 -0.000920573 -0.00340899 -0.0104203 -0.000149285 -0.00202851 2.91806e-05 -0.000133194 -0.00234929 0.010918 0.000598565 0.00412649 0.0112126 -0.0027528 -0.00194895 -0.00251002 0.0112011 -0.000436136 -0.0109911 0.000461955 -0.000697452 0.00912605 -0.0206349 0.000343788 7.5763e-06 5.65393e-05 0.000288595 0.00157063 0.000203419 0.00085062
internal_weight=1.32509e+06 12045 2850 454 9195 2396 9052 8919 2214 133 6705 926 329 2163 1951 1863 51 1186 93 1093 964 129 41 83 1.31305e+06 1.01756e+06 353152 22001 331151 68718
internal_count=1325092 12045 2850 454 9195 2396 9052 8919 2214 133 6705 926 329 2163 1951 1863 51 1186 93 1093 964 129 41 83 1313047 1017565 353152 22001 331151 68718
cat_boundaries=0 1
cat_threshold=128
is_linear=0
shrinkage=0.05


Tree=233
num_leaves=31
num_cat=0
split_feature=93 6 37 21 24 37 23 20 67 16 92 105 70 72 35 35 80 80 88 33 66 39 132 4 72 11 109 68 7 20
split_gain=4.05996 5.03013 5.39157 4.31429 5.31777 3.90589 6.84125 6.68642 10.1871 7.38418 7.68766 6.36673 5.77099 4.95929 5.70472 4.79626 5.09136 5.83282 5.51255 4.69948 9.07391 5.96073 4.6832 4.36177 4.8587 4.69822 4.75661 4.35601 4.26782 4.19515
threshold=-0.9989415407180785 12.34999990463257 13.34999990463257 4.2149999141693124 262.50000000000006 8.5500001907348651 4.7950000762939462 5.9749999046325692 1.1150000095367434 5.4100000858306894 0.90787670016288768 -0.58869281411170948 295.79876708984381 0.86103329062461864 5.7500000000000009 11.050000190734865 328.02095031738287 298.09411621093756 -0.70442315936088551 9.9499998092651385 30.704999923706058 7.2500000000000009 1017.5499877929689 14.949999809265138 0.54744762182235729 19.650000572204593 0.64311510324478161 312.40205383300787 10.34999990463257 5.3750000000000009
decision_type=2 2 2 2 2 2 2 2 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 -1 6 15 8 -8 12 22 28 -10 19 -15 16 17 -2 -19 -9 21 -21 23 24 25 26 -11 -23 -12 -30
right_child=5 2 -4 -5 -6 -7 7 13 9 10 11 -13 -14 14 -16 -17 -18 18 -20 20 -22 27 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0032632133780190579 0.0018102592325739504 0.017932058504915662 -0.0061026757104056225 -0.0011492199933539136 0.028139407427183225 1.4280375380070813e-05 2.8187443543641773e-05 0.0010851811464750055 0.022767040131772619 0.0089192358197874161 -0.011683250871407459 -0.020011135648134389 -0.0024278214237853594 -0.028886047378182414 -0.0040540783559266051 -0.01806682762107812 -0.013703931343776208 0.007693742941942458 0.026341388275956407 -0.023937312643975021 -0.02991309292734631 0.0010641139721251497 0.007191792405324012 0.0052187338250461136 -0.0071357597687698371 0.021156189671677095 -0.0050507230481231739 -0.009640319285593427 0.02377716936614542 -0.0071326363021912784
leaf_weight=26 150 70 35 10569 28 1305279 1756 3763 41 77 82 158 51 25 309 20 27 95 68 30 31 472 82 98 1272 23 292 119 21 23
leaf_count=26 150 70 35 10569 28 1305279 1756 3763 41 77 82 158 51 25 309 20 27 95 68 30 31 472 82 98 1272 23 292 119 21 23
internal_value=-8.17484e-07 -0.000969556 0.00992048 -0.0010772 0.0130196 7.08948e-06 -0.00102606 -0.00130476 -0.00281749 -0.0050684 -0.00566799 -0.0133258 0.00880032 -3.82578e-05 -0.00591276 0.00572866 0.00712839 0.00892543 0.0154731 0.000406155 -0.00351282 -0.00219494 -0.00448859 -0.00503217 -0.00563589 -0.000768973 -0.00213558 -0.00109126 -0.00494251 0.00761977
internal_weight=1.32509e+06 10728 105 10623 54 1.31436e+06 9085 8725 3976 2220 2128 284 92 4749 334 360 340 313 163 4415 652 621 1844 1762 1664 392 369 591 126 44
internal_count=1325092 10728 105 10623 54 1314364 9085 8725 3976 2220 2128 284 92 4749 334 360 340 313 163 4415 652 621 1844 1762 1664 392 369 591 126 44
is_linear=0
shrinkage=0.05


Tree=234
num_leaves=31
num_cat=2
split_feature=90 126 57 54 28 28 136 54 74 100 38 70 103 32 18 92 60 53 17 25 72 59 64 136 69 20 57 99 14 29
split_gain=3.93376 7.51658 7.99618 7.27092 7.12525 7.01649 9.62571 6.43638 7.75901 6.51062 6.5797 6.40753 6.27827 5.7804 6.32199 5.66896 7.43899 6.28559 5.37241 7.55487 5.33217 5.37999 5.19448 5.00466 5.25897 5.47484 5.19339 4.99908 6.57355 5.71721
threshold=1.0000000180025095e-35 0.88697704672813427 133.37920379638675 2.2849999666213994 1013.4500122070314 1016.4500122070314 0 0.25499999523162847 0.32234314084053045 -0.90346401929855336 14.84999990463257 163.06018829345706 0.97421815991401683 11.650000095367433 6.0650000572204599 -0.30901470780372614 0.46533796191215521 3.4050000905990605 8.0099999904632586 328.50000000000006 0.49853193759918218 136.96754455566409 1.1549999713897707 1 288.00985717773443 5.5150001049041757 180.06648254394534 -0.6414147913455962 2.935000061988831 1016.6499938964845
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 1 2 2 2 2 2 2
left_child=-1 2 3 -2 12 6 11 8 -4 10 -10 -6 -3 14 22 17 -17 23 19 -5 -16 -22 -9 24 -15 26 -26 -13 29 -29
right_child=1 4 7 18 5 -7 -8 13 9 -11 -12 27 -14 15 20 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=1.4866648025985625e-05 -0.0017876497557560971 -0.00096896937287377328 -0.0076381639340484643 -0.0055848737429900503 0.023673582887979893 0.00026361194409583506 0.0001630916269757421 0.019245355666082885 0.043589432882145049 0.0030426958857883756 0.0068051362740657031 0.0084885856553956734 -0.012627678018063308 -6.4556195518534939e-05 -0.0030928021690258328 -0.0030298464758619103 0.0038199830501711137 -0.0016364520593296836 -0.010730552523303967 0.020165445165974752 -0.0067366493827042476 0.0021978086656871932 0.0027970821556144595 -0.00039590630521263968 0.032393801079264713 0.0030994058394262156 0.0089725457618828695 -0.0015197467846443989 0.01473289297140214 0.021791158709675074
leaf_weight=1282795 1573 1515 169 153 53 2923 1014 84 20 1398 31 794 125 1272 760 4805 432 9258 491 35 180 2636 112 10792 28 940 153 434 89 28
leaf_count=1282795 1573 1515 169 153 53 2923 1014 84 20 1398 31 794 125 1272 760 4805 432 9258 491 35 180 2636 112 10792 28 940 153 434 89 28
internal_value=-7.7661e-07 -0.00047521 -0.000771403 -0.00365425 0.00102474 0.00191078 0.0039069 -0.000575087 0.00250036 0.00368284 0.0212304 0.00657418 -0.00185759 -0.000733298 0.00110291 -0.000983522 -0.0024648 -0.000637869 -0.00797849 -0.000790931 0.000623685 0.00162671 0.00984634 6.32971e-05 0.00212699 0.00463271 0.0125957 0.00594925 0.00229004 -0.000106965
internal_weight=1.32509e+06 42297 35322 2252 6975 5335 2412 33070 1618 1449 51 1398 1640 31452 3772 27680 5237 22443 679 188 3576 2816 196 13185 2393 1121 181 1345 551 462
internal_count=1325092 42297 35322 2252 6975 5335 2412 33070 1618 1449 51 1398 1640 31452 3772 27680 5237 22443 679 188 3576 2816 196 13185 2393 1121 181 1345 551 462
cat_boundaries=0 1 2
cat_threshold=2454 7170
is_linear=0
shrinkage=0.05


Tree=235
num_leaves=31
num_cat=2
split_feature=67 64 64 136 76 30 121 43 31 39 22 66 61 18 13 136 23 122 104 81 29 34 29 23 108 100 60 39 37 36
split_gain=4.02927 17.337 11.1573 10.755 12.6737 13.6835 12.4118 10.353 15.9995 10.7987 10.302 9.63513 9.51247 13.6768 9.45563 9.75492 9.18835 9.12681 9.45535 9.44385 10.4012 9.53983 9.86978 8.7193 8.37701 20.1767 14.6653 14.1927 10.209 9.95395
threshold=8.305000305175783 5.0850000381469735 17.045000076293949 0 1.9750000238418581 1018.2500000000001 -0.85260769724845875 8.8499999046325701 1019.0499877929689 14.949999809265138 10.734999656677248 6.5750000476837167 0.53790470957756054 9.5450000762939471 1.7150000333786013 1 7.9649999141693124 -0.5663846731185912 -0.89880818128585804 331.10787963867193 1016.0499877929689 17.349999427795414 1012.7500000000001 6.2449998855590829 0.65685600042343151 0.58802714943885814 0.75513029098510753 10.650000095367433 15.84999990463257 12.750000000000002
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=2 14 11 7 5 10 -6 12 -9 -10 -5 -1 13 17 15 16 -2 19 -19 20 -3 22 -21 -4 25 -8 -27 -26 29 -29
right_child=1 3 23 4 6 -7 24 8 9 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 21 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-2.0481809814816848e-05 0.0052948998967666701 -0.0058905255514909221 0.0026453111699820684 -0.0044224433724705976 0.0011220378413689114 9.2120404332717487e-05 -7.2580511618192283e-05 0.00039417137534109785 -0.0047571798138529887 -0.025128094210316809 -0.014289506847669784 -0.00073022406840048831 0.00040075590311579583 0.0027259032086401525 0.00046424635379957267 0.0011168222322880744 0.00036759791915004655 -0.0079681441777810277 0.0020992733073539878 0.019766791303834273 0.0033260421890594586 0.037362639573605166 -0.0041174804137182842 0.00031898636038310747 -0.0016593621492291058 -0.0022105022202410121 0.0004156457971165412 0.00012174457713401243 -0.0021045850811600027 0.0015645660207413083
leaf_weight=937050 4024 1494 6675 1103 21257 1439 134100 3657 1503 68 348 50390 32122 12784 10170 5540 1237 252 3131 63 385 23 138 10157 7507 21000 7118 23682 3114 24138
leaf_count=937050 4024 1494 6675 1103 21257 1439 134100 3657 1503 68 348 50390 32122 12784 10170 5540 1237 252 3131 63 385 23 138 10157 7507 21000 7118 23682 3114 24138
internal_value=1.43711e-05 0.00016846 -3.49418e-05 7.14361e-05 -7.11713e-05 -0.00336268 -3.18529e-05 0.000698996 -0.00141876 -0.00563893 -0.00678891 -5.67006e-05 0.000918844 0.00182974 0.0015584 0.00258863 0.00412851 -0.000258591 0.00134935 -0.00284521 -0.00400209 0.00685909 0.00336863 0.00124153 -0.000143012 -0.000327923 -0.0015457 0.000370256 0.000669395 0.000850034
internal_weight=1.32567e+06 321397 1.00427e+06 300426 244806 2890 241916 55620 5228 1571 1451 987440 50392 18270 20971 10801 5261 5486 3383 2103 1879 224 201 16832 220659 162218 28118 58441 50934 47820
internal_count=1325669 321397 1004272 300426 244806 2890 241916 55620 5228 1571 1451 987440 50392 18270 20971 10801 5261 5486 3383 2103 1879 224 201 16832 220659 162218 28118 58441 50934 47820
cat_boundaries=0 1 2
cat_threshold=5136 771
is_linear=0
shrinkage=0.05


Tree=236
num_leaves=31
num_cat=0
split_feature=87 8 35 75 63 25 35 56 114 25 12 72 93 94 13 54 55 93 65 123 52 15 0 15 67 64 76 64 65 12
split_gain=3.7932 5.40641 9.11806 7.25891 6.11532 5.95453 5.5647 4.90794 10.6512 5.29935 8.15295 5.28284 8.55371 5.36855 5.16164 5.58612 4.89303 4.86824 4.69255 5.15726 6.26814 4.56872 4.54954 5.76308 4.49708 15.1271 11.3813 11.1361 10.7704 10.7408
threshold=0.90541726350784313 12.150000095367433 9.1500000953674334 0.846979320049286 0.41583226621150976 206.50000000000003 16.150000572204593 111.71417617797853 0.078456107527017607 313.50000000000006 2.2949999570846562 0.93814134597778331 0.49791242182254797 -0.96503958106040943 2.6750000715255742 0.21499999612569812 0.43500000238418585 0.92863643169403087 1.2050000429153445 -0.68832838535308827 0.74500000476837169 2.7150000333786015 264.50000000000006 0.6850000023841859 10.404999732971193 6.8250000476837167 1.5249999761581423 17.554999351501468 25.785000801086429 3.1149998903274541
decision_type=2 2 2 2 2 2 2 2 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 3 -3 -5 -4 16 8 9 22 17 -9 13 -13 15 -12 18 -11 -7 -20 -21 -16 -2 -24 27 -26 -27 -1 -28 -30
right_child=1 2 5 4 -6 6 -8 11 -10 10 14 12 -14 -15 21 -17 -18 -19 19 20 -22 -23 23 -25 25 26 28 -29 29 -31
leaf_value=-4.3635679770987741e-05 -0.0041498229400189872 1.8043619594677831e-05 -0.0069589682818975212 -0.030570465350067435 -0.0082948699540245415 0.01332082929848521 0.0071690240125804224 -0.00050924686025789658 -0.035280248064261215 -0.0093175630706742799 0.033660989999771122 0.023603969957912342 -0.014412838972639293 -0.002736441627484194 0.0058439359975022247 0.0022093016596045345 0.00051876425318712427 -0.025246962049546153 -0.002297683342968902 0.011038058425811501 -0.0045201202297861552 -0.017873466644022201 0.028001950149025234 0.0012300212840559556 0.001464237749377241 -0.0062014727170285654 0.00039713860436459331 0.0011393947228700706 -0.00081486464400564807 0.00020574406873638654
leaf_weight=999467 586 132 215 49 83 135 405 27866 26 183 20 20 175 590 37 48 4820 65 260 253 87 45 21 470 22058 715 143018 20296 48506 55018
leaf_count=999467 586 132 215 49 83 135 405 27866 26 183 20 20 175 590 37 48 4820 65 260 253 87 45 21 470 22058 715 143018 20296 48506 55018
internal_value=1.3653e-05 -0.000488352 0.000826831 -0.0082729 -0.0165638 0.00121587 0.00151077 -0.000769211 -0.00355624 -0.00299703 -0.00792709 -0.000623201 -0.00466837 -0.00187282 0.00127457 0.0114598 0.00109824 -0.0134926 0.00489836 0.0030033 0.007057 -0.00717171 -0.00117516 0.00237505 2.79026e-05 0.000209628 9.77029e-05 -2.00902e-05 0.000115971 -0.00027246
internal_weight=1.32567e+06 36591 6439 264 132 6175 5960 30152 1501 1475 398 28651 785 610 150 68 5555 248 735 600 340 82 1077 491 1.28908e+06 269315 247257 1.01976e+06 246542 103524
internal_count=1325669 36591 6439 264 132 6175 5960 30152 1501 1475 398 28651 785 610 150 68 5555 248 735 600 340 82 1077 491 1289078 269315 247257 1019763 246542 103524
is_linear=0
shrinkage=0.05


Tree=237
num_leaves=31
num_cat=1
split_feature=93 93 12 92 53 74 16 68 76 63 136 104 55 31 52 16 110 126 35 61 85 107 13 122 33 78 11 133 4 78
split_gain=3.79416 4.5436 11.3198 10.754 10.1017 10.1542 8.59497 10.2429 8.41742 8.17737 7.92987 16.5503 14.2975 13.5422 12.1832 13.0478 11.1238 8.83572 7.95355 7.93274 8.89816 7.85355 8.01534 7.77903 7.71036 8.3515 7.8733 10.7932 9.69307 10.9862
threshold=-0.9989415407180785 -0.67404952645301808 2.7549999952316289 -0.30901470780372614 1.325000047683716 0.51351070404052745 6.9049999713897714 288.97985839843756 0.80500000715255748 0.36101782321929937 0 -0.98351779580116261 0.35500000417232519 1015.9500122070314 5.4149999618530282 11.120000362396242 0.9665307104587556 0.90255093574523937 16.150000572204593 0.77794915437698375 0.70674535632133495 -0.76374366879463185 1.2450000047683718 0.2503704726696015 12.84999990463257 28.414999961853031 6.9500000476837167 1019.3500061035157 2.5499999523162846 5.2349998950958261
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 6 -5 -6 7 -2 -8 -7 11 13 -12 -10 24 -16 21 23 -19 20 -20 -14 -23 -17 -13 26 27 28 -26 -30
right_child=1 -3 -4 4 5 9 8 -9 10 -11 12 14 16 -15 15 17 -18 18 19 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00092746179748173427 0.00081070682649207705 -1.5787170147391361e-05 0.0027268564788559759 0.00051230020712405254 -0.0034775604091485989 -0.0023373797897870462 0.0033938270091038621 0.0041695280310455529 0.0018341243090541479 0.00058020588348809581 -0.0042801838294696613 0.0022247417926599031 -0.00021368443309352752 0.0092315260778260914 -0.0023020400654094886 -0.00039768126137567581 -0.0061945815136290796 0.0024776524983865377 -0.010666862623342738 0.03597921507898718 0.014884995022443254 -0.00055028153913139026 0.0023233930940045086 0.0039657164622628601 -0.00041731830523864449 0.0074856607779323573 -0.0008354801233856166 0.019119895385896288 0.0035872377966794781 0.00038069696131425842
leaf_weight=10639 9670 1140427 4523 9117 4854 4229 2076 2966 1774 5558 2058 9296 57764 950 6946 12174 729 940 44 32 151 3821 6649 1115 7670 428 8280 82 5111 5596
leaf_count=10639 9670 1140427 4523 9117 4854 4229 2076 2966 1774 5558 2058 9296 57764 950 6946 12174 729 940 44 32 151 3821 6649 1115 7670 428 8280 82 5111 5596
internal_value=1.29703e-05 2.05787e-05 0.000258104 0.000192452 -0.000794235 -0.00160782 0.000352658 0.00159911 0.000234843 -0.000680494 0.000185014 0.000605155 -0.000173475 0.00441398 0.000425959 -0.000521024 -5.09476e-05 0.000334741 0.0045061 0.0129058 0.00911945 1.46899e-05 0.00127465 -3.15748e-05 0.000981791 0.000556478 0.000445566 0.00102019 0.000939431 0.00191134
internal_weight=1.32567e+06 1.31503e+06 174603 170080 23758 14641 146322 12636 133686 9787 131610 60589 71021 2724 57865 21402 68963 14456 1167 227 195 68234 10470 13289 36463 27167 26739 18459 18377 10707
internal_count=1325669 1315030 174603 170080 23758 14641 146322 12636 133686 9787 131610 60589 71021 2724 57865 21402 68963 14456 1167 227 195 68234 10470 13289 36463 27167 26739 18459 18377 10707
cat_boundaries=0 1
cat_threshold=3842
is_linear=0
shrinkage=0.05


Tree=238
num_leaves=31
num_cat=1
split_feature=36 35 92 0 12 77 73 76 7 125 71 108 32 33 36 52 35 72 60 12 14 136 66 92 52 56 2 55 0 92
split_gain=3.56866 8.17421 8.15333 5.29017 4.50558 4.95976 5.75061 3.67048 12.5292 9.96208 8.97994 8.29412 8.15697 7.95255 20.9597 10.2294 12.1329 10.557 11.7431 9.86967 9.46224 11.9381 9.65662 9.1907 9.42262 8.93841 8.77984 8.31511 8.03932 7.98727
threshold=7.1499998569488534 7.6499998569488534 0.43462222814559942 344.50000000000006 3.5349999666213994 39.48500061035157 0.7549843192100526 19.494999885559086 6.7500000000000009 0.98321744799613964 333.68099975585943 0.56070491671562206 19.550000190734867 11.750000000000002 11.34999990463257 1.4750000238418581 15.34999990463257 0.93814134597778331 0.40297524631023413 3.3149999380111699 2.1250000000000004 0 1.075000047683716 -0.51505056023597706 20.07499980926514 295.10978698730474 318.50000000000006 2.3149999380111699 326.50000000000006 -0.1681781858205795
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 -1 3 -3 5 -4 -7 10 11 12 -2 -9 13 14 20 16 -15 18 19 29 21 -10 -22 -19 27 -18 -21 -25 -24 -17
right_child=7 2 4 -5 -6 6 -8 8 9 -11 -12 -13 -14 15 -16 17 25 23 -20 26 22 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=0.012120520595744351 -6.4499041565287926e-06 0.003033719699883637 -0.02018741866458662 -0.013301661235252114 -0.036024066534909333 0.0081300258641428449 -0.020824191705496223 7.9266875064828022e-05 0.010063115320971018 0.0020253553745039131 -0.0024775215928709857 0.0017307523316986277 0.011012075389891568 0.0002771620898591696 0.0018204890657814053 -0.0012910141099733664 0.0085587616261044476 0.015657671681867959 -0.00021724805017292101 -0.001045309002850748 -0.0058642932136680898 0.0007239955187622305 0.00010270229085972353 -0.00021977622061967854 -0.0022235092382492101 -0.0010250704215372503 0.0077402955819505879 -0.020695977570248422 -0.0019203024271175432 -0.0037669112085470719
leaf_weight=67 1186328 199 84 66 22 47 27 12112 428 5678 3688 20420 164 9420 15634 7785 814 39 30886 720 909 1591 14067 65 237 347 470 209 7545 5601
leaf_count=67 1186328 199 84 66 22 47 27 12112 428 5678 3688 20420 164 9420 15634 7785 814 39 30886 720 909 1591 14067 65 237 347 470 209 7545 5601
internal_value=1.23218e-05 -0.00416121 -0.00661262 -0.00103471 -0.0148245 -0.0118727 -0.00243435 1.39343e-05 0.000260868 -1.02142e-05 -1.4108e-05 0.00111589 -0.000129453 -0.000148336 0.000389647 -0.000530237 0.000871562 -0.000852597 -0.000769294 -0.00193906 -0.000521917 0.00275719 -0.000815888 -0.0077383 -0.00952391 0.00569434 0.00242464 -0.0158385 -0.000603552 -0.00232698
internal_weight=1.32567e+06 512 445 265 180 158 74 1.32516e+06 135141 102609 1.19002e+06 32532 96931 96767 40174 56593 10581 46012 45462 14576 24540 2019 22521 550 511 1161 1190 274 21612 13386
internal_count=1325669 512 445 265 180 158 74 1325157 135141 102609 1190016 32532 96931 96767 40174 56593 10581 46012 45462 14576 24540 2019 22521 550 511 1161 1190 274 21612 13386
cat_boundaries=0 1
cat_threshold=786
is_linear=0
shrinkage=0.05


Tree=239
num_leaves=31
num_cat=1
split_feature=54 88 60 67 64 14 87 37 111 102 22 34 136 39 99 28 85 111 106 122 84 37 69 76 36 75 87 31 33 106
split_gain=3.55682 11.0163 13.7411 9.84344 17.8865 16.0714 15.0213 13.3047 14.2298 13.175 13.3885 12.1542 12.0491 14.316 11.5533 10.7886 10.7115 10.1589 9.64376 9.44651 9.27297 10.0169 9.21492 11.5787 9.96943 9.15764 13.1355 10.9004 9.34147 9.27307
threshold=20.224999427795414 -0.57078221440315235 0.7192874848842622 11.815000057220461 19.365000724792484 1.8049999475479128 0.56217110157012951 12.050000190734865 0.80324044823646557 0.61462503671646129 7.0850000381469735 11.750000000000002 0 9.1500000953674334 -0.70541691780090321 1017.5499877929689 0.76762858033180248 0.68175372481346141 1.0000000180025095e-35 0.70088258385658275 0.85202017426490795 12.250000000000002 310.83691406250006 14.385000228881838 14.050000190734865 0.87638330459594738 0.87473464012146007 1015.5499877929689 12.449999809265138 -0.12512376159429547
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=3 2 22 4 18 -5 20 12 9 10 -9 15 13 14 -7 19 -15 -12 -1 -11 -6 -22 -2 24 -24 28 -27 29 -18 -28
right_child=1 -3 -4 5 6 7 -8 8 -10 11 17 -13 -14 16 -16 -17 25 -19 -20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-2.8635399909355925e-05 -0.00078749148421038162 0.0017050953496864198 1.5782521972739698e-05 0.0014499451232573308 0.00091621328307897468 -0.00034439955744892362 0.0023896269903443106 0.0020092635956422199 0.0027676215975408107 0.003533364508174998 -5.3457576105615043e-05 -0.0010164477323848999 -0.0010085393710999606 -0.0022599712821925288 -0.015258854990862917 -0.00087362492700461352 0.0031256054228783478 0.0038983279393156088 -0.0020525656715371216 0.016597747446925399 -0.011793262924351421 -0.0013973134599035767 -0.0029861858927825008 -0.0011379671852562239 -0.0097648483435768072 0.0026240626787105473 -0.0047530314693450433 0.0010595133757595305 -0.0032332821883055024 -0.017539829675418638
leaf_weight=1014675 35561 6991 89565 30079 1074 275 12351 16459 6727 1939 25302 21366 33530 2053 246 1730 7190 1738 5920 149 407 538 1332 3464 915 1722 830 742 628 171
leaf_count=1014675 35561 6991 89565 30079 1074 275 12351 16459 6727 1939 25302 21366 33530 2053 246 1730 7190 1738 5920 149 407 538 1332 3464 915 1722 830 742 628 171
internal_value=1.17098e-05 -0.000228723 -0.000332053 3.96078e-05 -1.57108e-05 0.000414113 0.00173603 0.000160387 0.000572954 0.000358002 0.000884921 -0.000552118 -0.000496158 0.000743849 -0.00738654 0.00204633 0.00106204 0.000200544 -4.03753e-05 0.00446564 -0.00226231 -0.00587472 -0.0010869 -0.00295121 -0.00574652 0.0016665 -0.000473169 -0.00353309 0.00261481 -0.00693739
internal_weight=1.32567e+06 137828 130837 1.18784e+06 1.03496e+06 152876 14370 122797 75410 68683 43499 25184 47387 13857 521 3818 13336 27040 1.0206e+06 2088 2019 945 41272 5711 2247 11283 3465 1743 7818 1001
internal_count=1325669 137828 130837 1187841 1034965 152876 14370 122797 75410 68683 43499 25184 47387 13857 521 3818 13336 27040 1020595 2088 2019 945 41272 5711 2247 11283 3465 1743 7818 1001
cat_boundaries=0 1
cat_threshold=22
is_linear=0
shrinkage=0.05


Tree=240
num_leaves=31
num_cat=1
split_feature=86 12 37 52 79 79 54 72 31 34 63 64 54 65 92 19 106 80 127 136 39 35 29 92 121 69 32 6 29 66
split_gain=5.3257 7.96686 12.1417 12.5039 9.6957 7.62514 7.29488 6.58471 7.79225 10.2921 7.23336 11.0549 6.82722 6.98022 7.09516 6.44261 6.37929 6.20374 6.11448 5.88091 9.09609 9.71801 9.08802 8.41984 5.67664 5.67621 5.63878 5.52121 5.51891 8.8952
threshold=0.89861848950386058 2.2050000429153447 17.550000190734867 4.8949999809265146 20.704999923706058 9.0650000572204608 2.5649999380111699 0.91999459266662609 1015.4500122070314 8.7500000000000018 0.48272484540939337 45.905000686645515 1.075000047683716 3.2949999570846562 0.87113386392593395 6.9049999713897714 -0.40280862152576441 304.10208129882818 0.98321744799613964 0 10.34999990463257 11.050000190734865 1020.7500000000001 0.68622452020645153 0.49240480363368994 183.08970642089847 13.750000000000002 5.0499999523162851 1011.6499938964845 7.6150000095367441
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 5 4 -4 6 -2 18 10 -9 -10 11 12 13 14 16 -15 -6 -16 28 20 -7 27 23 24 -23 -14 -11 -22 -3 -30
right_child=1 2 3 -5 7 19 -8 8 9 26 -12 -13 25 15 17 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=2.1531079560052334e-05 -0.00010615758415153936 -0.00073095716673732302 0.013082321512867473 0.00045303884128044007 -0.0038698718208432939 0.0090684475279345679 0.00049544325883935341 -0.0069596449800065621 -0.022144453057812319 0.0048455026780557606 0.0011717105437429899 0.0078895962841516992 -0.014194259179256475 0.012333117264545342 -0.00039700904595000404 0.0009543703388369617 0.020176740046590567 -0.026804885953344161 0.015090271148124133 -0.0011992684967689661 -0.0022908616232488192 -0.0027578005266460847 0.020443016013655908 -0.0122304281564342 -0.021064279914487068 -0.0026449467376763337 -0.011642916322640397 -0.02709931112825871 0.001395364001275758 0.0092901835600885507
leaf_weight=1269833 15203 602 369 418 342 138 5524 863 45 428 4536 308 109 134 35 1736 30 61 116 16079 33 2788 39 273 43 4437 59 70 788 652
leaf_count=1269833 15203 602 369 418 342 138 5524 863 45 428 4536 308 109 134 35 1736 30 61 116 16079 33 2788 39 273 43 4437 59 70 788 652
internal_value=4.40408e-07 -0.00047561 0.000278313 0.00637452 4.77091e-05 -0.000945197 0.00145848 -0.000778132 -0.00402561 0.000733915 -0.000391856 -0.001378 -0.00179264 0.00040301 -0.00505809 0.00176975 -0.00193063 -0.017177 0.00392362 -0.00160059 -0.00349359 -0.00403841 -0.00354316 -0.00384453 -0.00303586 -0.00292187 0.00284793 -0.019151 0.00328928 0.00496996
internal_weight=1.32609e+06 56258 21592 787 20805 34666 7682 13123 1395 532 11728 7192 6884 2338 468 1870 372 96 2158 19463 3384 3246 3143 3104 2831 4546 487 103 2042 1440
internal_count=1326091 56258 21592 787 20805 34666 7682 13123 1395 532 11728 7192 6884 2338 468 1870 372 96 2158 19463 3384 3246 3143 3104 2831 4546 487 103 2042 1440
cat_boundaries=0 1
cat_threshold=1040
is_linear=0
shrinkage=0.05


Tree=241
num_leaves=31
num_cat=1
split_feature=86 12 37 52 79 79 54 72 9 95 19 63 64 55 66 36 32 28 122 31 127 12 79 136 39 35 29 92 31 52
split_gain=4.80666 7.19031 10.9579 11.2848 8.75037 6.88199 6.58363 5.9427 7.1757 7.15971 7.66496 6.52811 9.97702 6.26441 7.84933 5.75574 5.98397 7.60719 5.74548 5.61274 5.57794 5.3832 6.62499 5.30734 8.21415 9.64896 8.43162 7.01357 7.0279 11.1488
threshold=0.89861848950386058 2.2050000429153447 17.550000190734867 4.8949999809265146 20.704999923706058 9.0650000572204608 2.5649999380111699 0.91999459266662609 13.84999990463257 -0.69413894414901722 9.5450000762939471 0.48272484540939337 45.905000686645515 0.47499999403953558 2.4250000715255742 16.550000190734867 6.4500000476837167 1015.5499877929689 0.74892720580101024 1014.7500000000001 0.99140709638595592 0.99500000476837169 3.435000061988831 0 10.449999809265138 11.050000190734865 1018.5499877929689 0.13155966997146609 1013.1499938964845 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 1 2 2 2 2 2 2
left_child=-1 5 4 -4 6 21 20 11 9 10 -9 12 13 14 -6 16 -11 -18 -13 -12 -3 22 -2 24 -7 -26 27 28 29 -27
right_child=1 2 3 -5 7 23 -8 8 -10 15 19 18 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=2.0454525760824462e-05 0.00039951171065175382 0.00320642785821273 0.012428205470681672 0.00043038690080320346 -0.007964912265570041 0.0081095566206301258 0.00047067110124773039 -0.0046556985359190095 0.0021996999847422012 -0.02888532025739551 0.0063062893722446696 0.0012401613112409792 0.0074951164716969597 -0.0023886880712473547 0.0033522819454911792 -0.032836437111043115 -0.0096092736384151434 0.00038105954841752233 -0.023813603528896752 0.039785003271840869 0.016130007184699351 0.0004375210114827032 -0.0038045212682078543 -0.0011393423289744811 -0.019644126609621688 0.0099083197833931876 0.0070892517704475482 -0.0083963960787379298 -0.0049378681451044569 -0.0026317112516693573
leaf_weight=1269833 1837 2071 369 418 181 150 5524 83 365 30 31 4513 308 5705 998 22 552 291 23 21 87 11453 1913 16079 94 243 181 701 1360 655
leaf_count=1269833 1837 2071 369 418 181 150 5524 83 365 30 31 4513 308 5705 998 22 552 291 23 21 87 11453 1913 16079 94 243 181 701 1360 655
internal_value=4.17936e-07 -0.00045184 0.000264397 0.00605579 4.53237e-05 -0.000897954 0.00138555 -0.000739225 -0.00382433 -0.00595906 0.0047745 -0.000372263 -0.0013091 -0.00170301 0.00161487 -0.00757809 -0.00694157 -0.00616065 0.00111313 0.0198265 0.00372744 -0.00010085 -0.00174511 -0.00152059 -0.00331891 -0.00385925 -0.00338671 -0.00402752 -0.00267119 0.000761638
internal_weight=1.32609e+06 56258 21592 787 20805 34666 7682 13123 1395 1030 135 11728 7192 6884 1179 895 873 843 4536 52 2158 15203 3750 19463 3384 3234 3140 2959 2258 898
internal_count=1326091 56258 21592 787 20805 34666 7682 13123 1395 1030 135 11728 7192 6884 1179 895 873 843 4536 52 2158 15203 3750 19463 3384 3234 3140 2959 2258 898
cat_boundaries=0 1
cat_threshold=1040
is_linear=0
shrinkage=0.05


Tree=242
num_leaves=31
num_cat=2
split_feature=65 67 23 14 33 38 37 22 59 136 12 67 25 123 120 29 24 16 93 42 68 136 88 111 20 114 39 4 62 39
split_gain=4.4368 14.1852 12.1303 10.4435 10.0207 12.2799 9.44342 14.3279 9.29638 8.97389 11.6249 10.5679 10.3124 9.51065 10.6727 9.10297 8.93415 8.8813 7.90946 7.74829 7.7021 10.0185 9.14143 8.25499 10.0227 9.23488 7.75059 7.37531 8.11738 7.27102
threshold=30.214999198913578 17.914999961853031 6.5050001144409189 1.7450000047683718 12.050000190734865 12.84999990463257 12.050000190734865 6.4249999523162851 291.63626098632818 0 3.7150000333786015 24.634999275207523 284.50000000000006 -0.44618082046508784 0.87032255530357372 1018.5499877929689 219.50000000000003 13.344999790191652 -0.56141155958175648 11.449999809265138 316.98921203613287 1 -0.85945633053779591 0.37394604086875921 7.7750000953674325 -0.95878320932388295 13.750000000000002 3.6499999761581425 0.41293585300445562 12.550000190734865
decision_type=2 2 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
left_child=1 -1 -2 18 5 16 19 -8 -7 10 11 -6 -13 17 -15 -16 -4 -14 27 -5 23 29 -23 25 -25 -9 -26 -3 -29 -22
right_child=2 3 4 6 9 8 7 20 -10 -11 -12 12 13 14 15 -17 -18 -19 -20 -21 21 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=-2.5476735343039225e-05 0.0016475489575111506 0.0022509367921721068 0.0065741916932845982 -0.00019640721611002346 -0.00036868978965154858 -6.6787055164035513e-05 0.0031920439962420085 0.0011591021887998347 0.0036234649479064901 -0.00043840206218308898 0.00019896763424160919 -0.00027827673851189139 -0.0078820486501486303 -0.0024011158766578254 -0.026874408825200855 -0.0042244223030680353 -0.00042309876015211314 -0.00083828496299947109 0.001422490032594387 -0.01488758146361862 0.0089241038976743941 -0.0068590834717301933 -0.0011628437806838888 0.0020902920482835118 0.0015383350892094309 -0.0010089382387754625 -0.0007192495412363868 0.014037479383399219 0.0044373744970214969 0.00027112976475278725
leaf_weight=1132043 7124 980 462 32269 3438 3100 5754 8844 3797 24318 4655 1835 2481 4010 84 94 36194 546 4753 90 340 923 2973 16891 7065 11047 8231 383 518 849
leaf_count=1132043 7124 980 462 32269 3438 3100 5754 8844 3797 24318 4655 1835 2481 4010 84 94 36194 546 4753 90 340 923 2973 16891 7065 11047 8231 383 518 849
internal_value=3.96608e-07 2.53879e-05 -0.000334297 0.000590405 -0.000500372 2.92723e-05 0.000456844 0.000813834 0.0019648 -0.00105674 -0.00193249 -0.00272856 -0.00362505 -0.00447624 -0.00293291 -0.0149132 -0.000334907 -0.00661152 0.00250858 -0.000237268 0.000574445 -0.00128293 -0.00250591 0.000755802 0.00125067 -4.49772e-05 0.000323496 0.00525297 0.00851822 0.00272259
internal_weight=1.32609e+06 1.23395e+06 92138 101910 85014 43553 95276 62917 6897 41461 17143 12488 9050 7215 4188 178 36656 3027 6634 32359 57163 5085 3896 52078 32187 19891 15296 1881 901 1189
internal_count=1326091 1233953 92138 101910 85014 43553 95276 62917 6897 41461 17143 12488 9050 7215 4188 178 36656 3027 6634 32359 57163 5085 3896 52078 32187 19891 15296 1881 901 1189
cat_boundaries=0 1 2
cat_threshold=581 145
is_linear=0
shrinkage=0.05


Tree=243
num_leaves=31
num_cat=1
split_feature=86 8 35 88 79 22 3 108 36 126 20 124 136 101 16 135 65 56 135 134 113 98 52 125 67 120 65 90 67 85
split_gain=4.37183 6.27183 10.7018 7.23891 7.03645 7.12109 9.02133 8.70349 7.07898 6.89993 6.39552 6.31703 6.22388 6.00268 5.75602 5.71605 6.18471 7.40778 6.92446 6.40776 5.3316 5.235 5.29821 5.11987 5.79352 5.21248 7.04548 5.16 5.04563 5.54698
threshold=0.89861848950386058 12.250000000000002 9.1500000953674334 0.93781355023384105 37.48500061035157 5.4049999713897714 299.50000000000006 0.84015536308288585 9.8499999046325701 -0.8703225553035735 5.6549999713897714 0.90255093574523937 0 0.75043109059333812 8.0099999904632586 1021.2500000000001 11.025000095367433 245.45391845703128 1011.5499877929689 1011.9500122070314 -0.80382624268531788 -0.93556988239288319 0.78499999642372142 -0.41467745602130884 1.075000047683716 -0.9099266231060027 1.985000014305115 -0.97863534092903126 1.9750000238418581 0.90639343857765209
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 4 11 9 5 6 7 23 20 -4 -8 13 -11 14 -3 16 -14 18 21 -19 -7 -18 -23 24 27 -25 -27 -2 -6 -30
right_child=1 2 3 -5 28 8 10 -9 -10 12 -12 -13 15 -15 -16 -17 17 19 -20 -21 -22 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=1.9485439796023175e-05 0.00063253131239509686 -0.018297328884713353 -0.007584831283815827 -0.018385869792352121 0.0081041574597272067 0.00034447550111745961 -0.0052392182207777376 0.009581769698299469 -0.00035424452601233864 0.0030449887445052832 0.00072556688986228626 0.0023765812191015034 -0.00099643541035232346 -0.021656935571670713 -0.0021299413331685329 -0.026283764764666557 0.021009842168046713 0.0014455601324144523 0.02868774762111051 -0.010317481944168157 0.0092123923594503495 0.011423599747530218 0.00052134524489221175 0.0020785174830432584 0.0014996539714976533 -0.0033642081542894862 0.0033147693605474686 -0.0079810657201978673 -0.0024161753908145123 -0.0084988804060483827
leaf_weight=1269833 231 75 225 48 86 337 2380 200 34622 3310 554 146 3475 84 207 20 51 2680 35 121 341 168 331 1573 376 1602 524 703 1210 543
leaf_count=1269833 231 75 225 48 86 337 2380 200 34622 3310 554 146 3475 84 207 20 51 2680 35 121 341 168 331 1573 376 1602 524 703 1210 543
internal_value=3.76613e-07 -0.00043094 0.000641359 0.000986712 -0.000690857 -0.00056262 -0.00189546 -0.000646451 -0.00025516 0.00107599 -0.00411294 -0.0064168 0.0012672 -0.00992454 -0.00642978 0.000407009 0.000485407 0.0020062 0.0071236 0.00093741 0.00480459 0.00575133 0.00419184 -0.00105485 -0.003741 -0.000103545 -0.00171803 -0.00585072 -0.00372023 -0.00430032
internal_weight=1.32609e+06 56258 10976 10464 45282 43443 8143 5209 35300 10416 2934 512 10191 366 282 6881 6861 3386 585 2801 678 550 499 5009 1310 3699 2126 934 1839 1753
internal_count=1326091 56258 10976 10464 45282 43443 8143 5209 35300 10416 2934 512 10191 366 282 6881 6861 3386 585 2801 678 550 499 5009 1310 3699 2126 934 1839 1753
cat_boundaries=0 1
cat_threshold=7218
is_linear=0
shrinkage=0.05


Tree=244
num_leaves=31
num_cat=1
split_feature=16 64 31 124 39 68 136 85 67 62 60 81 94 53 52 95 111 75 80 82 55 94 67 27 59 58 84 52 103 92
split_gain=4.24498 11.8001 7.38138 10.503 8.63324 7.399 6.30087 10.535 8.3477 7.09716 6.42942 6.12425 6.49392 5.80321 5.43486 9.90049 10.7092 6.15011 10.3608 8.04907 6.68962 5.49689 5.45299 6.67323 5.51315 5.43022 6.03567 5.51339 5.27837 12.0525
threshold=6.4600000381469735 1.685000002384186 1017.3500061035157 0.63605400919914257 16.550000190734867 321.55033874511724 0 0.85691481828689586 10.404999732971193 0.30062980949878698 0.19002065807580951 317.79133605957037 -0.14714123308658597 0.76499998569488536 0.81499999761581432 -0.58719485998153675 -0.9350486397743224 0.49220463633537298 245.75818634033206 341.99523925781256 4.8350000381469735 0.67878267168998729 0.87500000000000011 345.50000000000006 287.23481750488287 254.23689270019534 0.85827708244323742 0.30500000715255743 0.3097043782472611 0.20371334254741671
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 14 3 5 -4 -3 7 11 10 -10 -9 12 -5 -13 15 16 -1 18 21 -20 -19 -18 23 24 -16 26 -12 -28 29 -2
right_child=28 2 4 6 -6 -7 -8 8 9 -11 25 13 -14 -15 22 -17 17 20 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.029738427822788557 -2.1601171008447205e-05 0.00048498441141583721 -0.00055800226470096865 0.010350242209863691 0.008788864299415465 0.010747078430562558 0.0019239311185802691 0.020088226156076416 -0.03526768039750016 -0.0035676944731293544 0.015591871158312296 0.026937905158941962 0.00033910257788196605 0.011487180781687666 -0.0021671129205744336 7.8552458415661933e-05 -0.0020329919365659646 -9.2505350705377577e-05 0.0048074699949887875 0.026426782188090411 0.025443931138859344 -0.021322694209714731 -0.00010302170334053295 0.015467005919701621 -0.0091504323166604583 -0.00066589925783370953 0.025123266732941071 0.0033027203976696458 3.3830786709579181e-05 -0.00076199981816271322
leaf_weight=36 216120 5032 4329 427 262 182 2017 60 23 76 131 74 261 340 3431 56340 206 1884 2000 44 26 45 6383 51 308 533 30 826 950902 73712
leaf_count=36 216120 5032 4329 427 262 182 2017 60 23 76 131 74 261 340 3431 56340 206 1884 2000 44 26 45 6383 51 308 533 30 826 950902 73712
internal_value=3.5893e-07 0.000341427 0.00163547 0.00239669 -2.45936e-05 0.000843193 0.00408488 0.00562503 0.00315208 -0.0109323 0.00403459 0.00944383 0.00655241 0.0142489 7.43481e-05 0.000253923 0.00258365 0.00235117 0.0040956 0.00527286 0.000255111 -0.00549131 -0.000995033 -0.00249733 -0.00274236 0.00340089 0.00559704 0.00406746 -2.3105e-05 -0.000209904
internal_weight=1.32609e+06 85357 14603 10012 4591 5214 4798 2781 1679 99 1580 1102 688 414 70754 60581 4241 4205 2295 2044 1910 251 10173 3790 3739 1520 987 856 1.24073e+06 289832
internal_count=1326091 85357 14603 10012 4591 5214 4798 2781 1679 99 1580 1102 688 414 70754 60581 4241 4205 2295 2044 1910 251 10173 3790 3739 1520 987 856 1240734 289832
cat_boundaries=0 1
cat_threshold=5908
is_linear=0
shrinkage=0.05


Tree=245
num_leaves=31
num_cat=3
split_feature=65 23 67 14 39 20 60 104 108 55 135 12 33 64 14 34 28 136 37 136 104 93 28 136 52 79 57 67 31 78
split_gain=4.10392 11.228 10.5663 11.7066 9.32887 8.85511 8.43541 8.94909 8.19186 19.831 13.267 11.0257 9.40467 11.0597 13.2341 7.98709 12.3956 8.99662 9.95747 7.80332 9.95257 7.72469 7.68156 7.61107 8.71927 8.62475 7.43581 7.28635 8.84933 7.36534
threshold=30.214999198913578 6.5050001144409189 17.914999961853031 1.7450000047683718 11.84999990463257 7.0750000476837167 0.7845023274421693 -0.75946202874183644 -0.81643056869506825 1.8049999475479128 1016.4500122070314 1.7749999761581423 13.550000190734865 4.3450000286102304 1.6449999809265139 17.650000572204593 1017.8500061035157 0 9.2500000000000018 1 -0.91691520810127247 -0.74963435530662526 1019.5499877929689 2 9.3350000381469744 1.935000002384186 295.80229187011724 1.7549999952316286 1013.7500000000001 9.8150000572204608
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 1 2 2 2 2 2 2
left_child=2 -2 8 21 -5 19 7 -3 9 -1 12 -12 27 -14 23 17 -17 18 26 20 22 -4 -6 24 25 -15 -9 28 -11 -30
right_child=1 6 3 4 5 -7 -8 15 -10 10 11 -13 13 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0023826382335943499 0.0015666923592308818 -0.001509430188757252 0.0059761496984276343 -0.00038172260464080056 0.0082225536455247522 0.00030074343079443313 0.00010308820721721603 0.0070053360181018005 -9.1634652295473709e-06 -0.014475449531662977 -0.029987735034113651 -0.0049332709766391558 0.0033661350378877187 -0.026406326303258537 0.00063883024353867236 -0.005870086633521749 -0.04664203576477511 -0.0007994630026839462 0.0016060985045165739 -0.00011843063544935956 0.0017441895174816814 0.0016910195273281772 -0.0026152381861212258 -0.0021596958291435222 0.00019054887747323071 -0.0098145049230130531 -0.017520010570396521 -0.0024258819729575127 -0.0066263427806928041 0.0096920355401012345
leaf_weight=3176 7213 27547 1312 29014 1012 45152 35284 42 1115610 289 76 104 1563 110 2009 166 21 14459 7320 5264 14346 5301 195 598 135 272 117 7175 310 89
leaf_count=3176 7213 27547 1312 29014 1012 45152 35284 42 1115610 289 76 104 1563 110 2009 166 21 14459 7320 5264 14346 5301 195 598 135 272 117 7175 310 89
internal_value=-5.42568e-06 -0.000327254 1.86294e-05 0.000507082 0.000365462 0.000694083 -0.000488055 -0.000907968 -2.52275e-05 -0.00115192 -0.00203376 -0.0155118 -0.00184045 -6.76196e-05 -0.0017856 -0.000159111 -0.0104488 -7.14015e-05 0.00133543 0.00154724 0.00210971 0.00254118 0.00647163 -0.00615391 -0.0105285 -0.0145923 -0.0110416 -0.0028972 -0.00781247 -0.0029864
internal_weight=1.32528e+06 92169 1.23311e+06 101596 94983 65969 84956 49672 1.13152e+06 15906 12730 180 12550 4687 3124 22125 187 21938 7479 20817 15553 6613 1207 1115 517 382 159 7863 688 399
internal_count=1325281 92169 1233112 101596 94983 65969 84956 49672 1131516 15906 12730 180 12550 4687 3124 22125 187 21938 7479 20817 15553 6613 1207 1115 517 382 159 7863 688 399
cat_boundaries=0 1 2 3
cat_threshold=5173 5893 1281
is_linear=0
shrinkage=0.05


Tree=246
num_leaves=31
num_cat=3
split_feature=16 68 31 130 128 136 39 74 39 75 130 124 113 114 59 136 6 108 107 106 39 55 136 24 67 31 65 87 63 67
split_gain=4.31746 13.9495 15.9005 9.79368 9.57747 10.3458 9.36423 10.2897 9.16159 8.02848 8.15738 7.39114 7.99189 7.36028 7.0784 8.21484 6.66022 10.1591 8.61742 7.8944 8.43874 7.42204 7.42195 6.78429 8.75026 11.0318 8.42178 8.22201 7.8209 7.90711
threshold=7.4149999618530282 279.82638549804693 1018.1499938964845 314.50000000000006 179.50000000000003 0 11.449999809265138 0.72766819596290599 16.650000572204593 0.609399974346161 336.50000000000006 0.97625884413719188 -0.13052122294902799 0.6755644977092744 304.71813964843756 1 9.9499998092651385 0.90958365797996532 -0.80863758921623219 -0.76180925965309132 20.150000572204593 2.3950001001358037 2 312.50000000000006 6.8350000381469735 1017.3500061035157 7.0350000858306894 0.91442403197288524 0.37487880885601049 17.664999961853031
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 14 3 4 5 11 7 -7 -4 10 -5 -3 -13 16 -1 -16 23 18 -18 22 -21 -19 -20 -8 25 26 27 -25 29 -26
right_child=-2 2 8 9 -6 6 13 -9 -10 -11 -12 12 -14 -15 15 -17 17 21 19 20 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=3.1175368513225319e-05 -3.9140335067099129e-05 0.00020650767179888083 -0.0011096993171320982 -0.0070025239648824796 0.01261884631501322 0.0088975570294553621 0.0014568281432816976 -0.001899875044375391 0.0088427014135317328 0.0016689115714666155 0.0033248619522642155 0.0059554717406935069 -0.018769247533397423 0.027002205153306327 -0.0083656510809680274 -0.000929471426598656 0.0038339296605480033 0.015327254688264853 -0.016805901078101343 -0.0011341937076541026 0.019404725527719543 0.0010732619487680496 -9.0070718322428608e-05 0.0049042819128578673 0.0058830444547780907 -0.0041914853196909751 -0.0075794305264839509 -0.0053155425563328092 0.013485349658647644 -0.019879610277712345
leaf_weight=125814 1160684 9658 8136 835 207 1055 4525 279 238 945 248 844 34 30 519 1277 987 191 146 2578 51 175 126 3995 430 456 152 207 427 32
leaf_count=125814 1160684 9658 8136 835 207 1055 4525 279 238 945 248 844 34 30 519 1277 987 191 146 2578 51 175 126 3995 430 456 152 207 427 32
internal_value=-5.15556e-06 0.000234494 0.00108947 0.00165031 0.0019058 0.00182173 0.00262875 0.00663932 -0.000826839 -0.00169893 -0.00463762 0.000605226 0.00499802 0.00226179 -1.33168e-05 -0.0031301 0.00221053 0.000547986 -0.000201695 -0.00157473 -0.000735759 0.00851182 -0.00968371 0.00290227 0.00404996 0.00320767 0.00398259 0.00440083 0.00860721 0.00409862
internal_weight=1.32528e+06 164597 36987 28613 26585 26378 15842 1334 8374 2028 1083 10536 878 14508 127610 1796 14478 4254 3888 2901 2629 366 272 10224 5699 4810 4354 4202 889 462
internal_count=1325281 164597 36987 28613 26585 26378 15842 1334 8374 2028 1083 10536 878 14508 127610 1796 14478 4254 3888 2901 2629 366 272 10224 5699 4810 4354 4202 889 462
cat_boundaries=0 1 2 3
cat_threshold=740 4720 259
is_linear=0
shrinkage=0.05


Tree=247
num_leaves=31
num_cat=0
split_feature=30 92 55 52 120 111 38 132 78 63 67 113 135 53 107 92 28 54 71 135 59 100 131 17 38 59 75 53 132 62
split_gain=3.90331 6.68485 4.81966 13.1165 10.2835 12.0319 13.2616 12.7827 11.1586 9.63795 9.08274 7.87372 9.29541 11.9522 8.8223 7.86728 14.2646 8.57479 8.34912 7.73052 12.3858 9.98605 8.93946 10.2353 11.3599 10.9737 10.1036 15.7972 9.87217 9.60451
threshold=1026.7500000000002 -0.33370478451251978 12.444999694824221 11.114999771118166 -0.80382624268531788 -0.11028895154595374 14.150000095367433 1016.9500122070314 19.275000572204593 0.66487225890159618 46.965000152587898 -0.95878320932388295 1017.8500061035157 34.475000381469734 -0.91484948992729176 -0.81754806637763966 1023.0499877929689 9.7950000762939471 283.62026977539068 1018.1499938964845 171.82778167724612 0.19821397960186007 315.50000000000006 13.344999790191652 15.550000190734865 269.59846496582037 0.70770519971847545 2.2150000333786015 1012.8500061035157 0.42330245673656469
decision_type=2 2 2 2 2 2 2 2 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 10 -4 6 8 -8 11 -7 19 -6 -13 14 -14 16 -5 18 -17 22 -21 -22 -1 24 26 29 28 -28 -24 -26
right_child=1 -3 4 15 5 9 7 -9 -10 -11 -12 12 13 -15 -16 17 -18 -19 -20 20 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=1.9205762988065351e-06 0.0054508505964898585 0.0004794292908321559 0.00072700287302529488 -0.0016010297426145037 -0.0014949722323413293 -0.000857969470001314 0.00094299237367548761 -0.014152628138426927 -0.00041496960965265817 9.5472251826655567e-05 -0.0021727873295703001 -0.0033169800630196491 -0.0076419010292738676 -0.0021019817834923549 -0.031651858605634707 0.00059649414630205981 0.030924384238759935 0.00050116884505677995 0.0029075555421264158 0.017805551222101521 -0.0026881622723708386 0.0031533161384921225 -0.008202254061791963 0.0023216159357906749 -0.0093530458106121424 -0.016332998249114206 0.0040738384497261727 -0.0022250121512931839 -0.0018326012496016901 -0.00078102228011378918
leaf_weight=1041331 696 23760 23586 3947 8851 36808 7255 143 9989 94697 4852 7718 65 151 93 6774 34 30535 9237 123 976 2922 781 1542 551 219 1711 2380 2751 803
leaf_count=1041331 696 23760 23586 3947 8851 36808 7255 143 9989 94697 4852 7718 65 151 93 6774 34 30535 9237 123 976 2922 781 1542 551 219 1711 2380 2751 803
internal_value=-4.90766e-06 0.000620912 -1.66733e-05 2.30513e-05 -0.000249846 -0.000388834 -0.00122334 0.000651201 -0.00173951 -0.000171394 -1.44327e-05 -0.00252341 -0.00365743 -0.012161 -0.0217743 0.000810123 -0.00132324 0.000992587 0.00192978 -4.5166e-06 0.00218364 0.0016907 -1.28797e-05 -0.00144816 -0.00208028 -0.0059489 -0.00128199 0.000409389 -0.00324107 -0.00426934
internal_weight=1.32528e+06 24456 1.30082e+06 1.11147e+06 189356 165770 34265 7398 26867 131505 1.06094e+06 16878 8027 309 158 50527 3981 46546 16011 1.05609e+06 4021 3898 1.05207e+06 10738 9196 1573 7623 4091 3532 1354
internal_count=1325281 24456 1300825 1111469 189356 165770 34265 7398 26867 131505 1060942 16878 8027 309 158 50527 3981 46546 16011 1056090 4021 3898 1052069 10738 9196 1573 7623 4091 3532 1354
is_linear=0
shrinkage=0.05


Tree=248
num_leaves=31
num_cat=2
split_feature=16 68 92 84 30 35 136 10 12 93 74 131 41 29 15 35 3 85 33 84 136 62 36 8 122 93 16 91 12 93
split_gain=3.92026 12.6188 11.2892 9.80926 9.67787 8.56017 7.40978 7.40802 7.55222 7.18152 6.97302 6.48541 6.63638 6.5515 6.39417 6.71264 6.22618 7.00802 6.92602 6.70152 7.85996 7.48593 7.25921 6.14292 5.98252 6.06889 5.87061 5.82782 7.36371 6.89978
threshold=7.4149999618530282 279.82638549804693 -0.56519681215286244 0.87376326322555553 1017.3500061035157 10.750000000000002 0 9.7500000000000018 1.5249999761581423 -0.65237900614738453 0.46558210253715521 323.50000000000006 11.150000095367433 1013.0499877929689 1.9149999618530276 17.349999427795414 123.50000000000001 0.82219234108924877 13.250000000000002 0.86861041188240062 1 0.41917459666728979 10.949999809265138 5.2500000000000009 -0.30069434642791742 -0.40683771669864649 5.1300001144409189 1.0000000180025095e-35 2.995000004768372 0.58966383337974559
decision_type=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 2 2
left_child=1 -1 3 9 5 -4 11 8 23 10 -3 12 13 -5 -15 -16 17 18 -9 20 22 24 -18 -7 26 -26 -21 -2 29 -29
right_child=27 2 4 6 -6 7 -8 16 -10 -11 -12 -13 -14 14 15 -17 19 -19 -20 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.1997706181146769e-05 -1.7639109743961977e-05 0.0018728352984240994 -0.0018271094041493689 0.007757839064234523 -0.0010952566700151347 -0.0020960192715366263 -0.0010438134769540804 0.0017989729614782846 0.0042468640079591597 0.0020097275757153016 0.007006469303774159 -0.0071574763137269423 -0.0094423342205118398 0.0044788242388118368 -0.0021247827957591252 0.026529364276766068 0.019257557508535684 -0.0011150082598833779 -0.018510488633325963 0.0094628095224096979 0.0006387730819692256 0.0029080037465739747 0.0049492609610553885 0.0027403441004710738 0.024091201000522044 0.0022461726368389659 -0.0022458206467025062 -0.00061414910562374025 0.0029150452291220154 -0.0032407318463663786
leaf_weight=127610 1126873 965 2234 702 7331 1104 2791 64 3712 3214 2103 162 101 1163 765 21 96 1241 122 111 1515 1515 1157 1620 43 122 3013 29717 1364 2730
leaf_count=127610 1126873 965 2234 702 7331 1104 2791 64 3712 3214 2103 162 101 1163 765 21 96 1241 122 111 1515 1515 1157 1620 43 122 3013 29717 1364 2730
internal_value=-4.66228e-06 0.000223698 0.00103688 0.00229839 0.000432008 0.00106568 0.00079748 0.00148437 0.00277963 0.00366144 0.00539175 0.00255586 0.00313694 0.0036162 0.00212444 -0.00135921 0.000558015 -0.00247153 -0.0115223 0.00112895 0.00308857 -1.4683e-07 0.00599764 0.000780232 -0.00133972 0.00793912 -0.0018298 -3.70461e-05 -0.000683853 -0.000835142
internal_weight=1.32528e+06 164597 36987 11987 25000 17669 5705 15435 6436 6282 3068 2914 2752 2651 1949 786 8999 1427 186 7572 2768 4804 1253 2724 3289 165 3124 1.16068e+06 33811 32447
internal_count=1325281 164597 36987 11987 25000 17669 5705 15435 6436 6282 3068 2914 2752 2651 1949 786 8999 1427 186 7572 2768 4804 1253 2724 3289 165 3124 1160684 33811 32447
cat_boundaries=0 1 2
cat_threshold=5379 1298
is_linear=0
shrinkage=0.05


Tree=249
num_leaves=31
num_cat=0
split_feature=31 68 13 38 41 26 93 65 23 12 30 67 14 103 60 39 20 124 108 55 135 12 36 127 111 134 32 88 64 14
split_gain=3.5969 8.35535 5.9117 5.69205 7.96844 5.37587 4.80365 4.33747 10.3852 8.73909 9.25185 8.60127 9.29133 8.19484 8.05351 8.04295 8.2192 7.93981 7.01339 17.3937 11.8956 9.88801 8.50321 10.1351 7.11147 12.0368 7.63437 6.7027 6.67853 10.1564
threshold=1026.549987792969 293.63284301757818 2.0749999284744267 9.8499999046325701 2.3500000238418584 311.50000000000006 -0.46001733839511866 30.214999198913578 6.5050001144409189 3.9650000333786015 1002.0499877929689 17.914999961853031 1.7450000047683718 -0.85343459248542775 0.78751185536384594 11.84999990463257 6.3550000190734872 0.94260558485984813 -0.81643056869506825 1.8049999475479128 1016.4500122070314 1.7749999761581423 13.150000095367433 -0.81408452987670887 -0.39714199304580683 1019.1499938964845 14.34999990463257 -0.6581585407257079 4.4149999618530282 1.685000002384186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 -3 4 5 -4 -2 11 -9 13 -11 18 -13 -10 17 -14 -17 -15 19 -1 22 -22 23 -21 25 -20 -27 -12 -24 -30
right_child=1 2 3 -5 -6 -7 -8 8 9 10 27 12 15 14 -16 16 -18 -19 24 20 21 -23 28 -25 -26 26 -28 -29 29 -31
leaf_value=0.0022392770803881684 0.0054958306678224199 0.0038988129503208999 -0.0019114841730401549 0.0016051458495247859 0.021100517834226291 -0.013028820989208309 -6.0085805186161986e-05 0.001477249426861067 0.0060991225311989557 -0.0022805445786822803 0.00046337555468131718 0.0023119066849874412 -0.00039535836727748501 -0.0015444367935533556 -7.5849464838037621e-05 0.0022715741206228474 0.00043872462803193688 0.00054930604068761664 0.00099959753441608025 -0.0011443276926955811 -0.028375602499459331 -0.0046489107093153651 0.0023038189758414194 -0.0049286475468262522 -3.3726177999351222e-05 -0.016721476750641034 0.013723128564500562 0.0034670537930852016 -0.0049952827156360211 0.00055657802729617363
leaf_weight=3165 397 2700 344 3585 30 159 19415 7131 427 2766 14939 6323 26947 34811 21699 6843 57628 5205 20964 3930 76 104 1767 3218 1074853 145 24 2121 1292 2273
leaf_count=3165 397 2700 344 3585 30 159 19415 7131 427 2766 14939 6323 26947 34811 21699 6843 57628 5205 20964 3930 76 104 1767 3218 1074853 145 24 2121 1292 2273
internal_value=-4.42932e-06 0.0005708 0.00208054 0.000888376 -0.00393268 -0.00542571 5.12457e-05 -1.62249e-05 -0.000352905 -0.000512124 0.000401897 8.57592e-06 0.000458269 -0.000803736 -0.000851497 0.000330061 0.000633265 -0.0012721 -3.09573e-05 -0.00107604 -0.00190486 -0.0146668 -0.0017208 -0.00284801 -1.58673e-05 0.000892457 -0.012398 0.000836811 -0.000209669 -0.00145548
internal_weight=1.32528e+06 26630 6818 4118 533 503 19812 1.29865e+06 89099 81968 19826 1.20955e+06 97741 62142 61715 91418 64471 40016 1.11181e+06 15825 12660 180 12480 7148 1.09599e+06 21133 169 17060 5332 3565
internal_count=1325281 26630 6818 4118 533 503 19812 1298651 89099 81968 19826 1209552 97741 62142 61715 91418 64471 40016 1111811 15825 12660 180 12480 7148 1095986 21133 169 17060 5332 3565
is_linear=0
shrinkage=0.05


Tree=250
num_leaves=31
num_cat=2
split_feature=123 0 93 8 10 127 7 55 121 136 67 65 12 35 77 67 136 97 59 20 32 35 31 39 107 20 55 120 3 86
split_gain=3.90345 9.51251 15.6373 11.6251 9.62883 9.38138 7.6655 7.59846 11.0626 9.77934 7.38443 8.33643 17.0795 11.8039 9.07114 8.99547 14.8109 12.1344 8.59047 10.7289 8.31896 9.78713 8.37522 9.29771 11.562 8.65439 8.30724 8.21659 8.15658 8.0906
threshold=-0.14780378341674802 212.50000000000003 0.20452342927455905 5.9500000476837167 9.0500001907348651 -0.43049471080303187 1.0000000180025095e-35 18.064999580383304 0.47714059054851538 0 17.914999961853031 4.6949999332427987 1.4450000524520876 18.44999980926514 2.5649999380111699 1.3550000190734866 1 -0.82337483763694752 256.20196533203131 5.1250000000000009 11.650000095367433 14.050000190734865 1013.5499877929689 15.750000000000002 -0.8250553011894225 6.6949999332427987 1.6250000000000002 0.078456107527017607 169.50000000000003 0.8815135955810548
decision_type=2 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
left_child=-1 7 3 4 -3 -5 -7 10 -9 -10 11 15 -13 20 -15 17 18 -2 19 -17 27 -22 23 -23 28 -26 -24 -14 -25 -19
right_child=1 2 -4 5 -6 6 -8 8 9 -11 -12 12 13 14 -16 16 -18 29 -20 -21 21 22 26 24 25 -27 -28 -29 -30 -31
leaf_value=-7.5639147065328813e-05 -0.001966583850539124 0.00049690352151438651 9.1206157477129299e-05 0.0039678976619678943 0.0068608154053069817 0.026651520424832903 0.001341743765325283 -0.00020387176632633694 0.0010891739116612961 -0.0026120401682088595 0.00087349982479138397 -0.0021844410787887885 0.0027480324541510385 0.013575489953069425 -0.011263982898270398 0.0070096400242786808 2.2197825082724766e-05 2.4359778270367763e-05 7.8802608175549251e-05 0.0021537390423345122 -0.001099914294966966 0.001002508142631747 0.0065388606124617476 -0.0077094687697383899 -0.0044623113527633099 0.0026064712483738935 0.0012439366253900262 -8.1533632477958726e-05 0.010806926645870719 0.0048733113683702631
leaf_weight=858519 7858 31002 109158 5402 606 30 10689 38402 2178 9836 24781 12612 4750 41 355 1279 24727 129590 4325 10283 20127 4036 855 1063 721 1084 5544 5579 63 866
leaf_count=858519 7858 31002 109158 5402 606 30 10689 38402 2178 9836 24781 12612 4750 41 355 1279 24727 129590 4325 10283 20127 4036 855 1063 721 1084 5544 5579 63 866
internal_value=-1.23196e-05 0.000103876 0.000421288 0.0011762 0.000618915 0.00226884 0.00141258 -5.62689e-05 -0.000618139 -0.00194232 5.24567e-05 -3.38448e-05 -0.000561411 -9.84853e-05 -0.00869222 0.000133718 0.000787959 -5.83914e-05 0.00197855 0.0026909 -2.08275e-05 -0.000403397 0.000645443 -0.000554057 -0.00269745 -0.000217126 0.00195142 0.0012197 -0.00667347 5.65483e-05
internal_weight=1.32636e+06 467842 156887 47729 31608 16121 10719 310955 50416 12014 260539 235758 56830 44218 396 178928 40614 138314 15887 11562 43822 33493 13366 6967 2931 1805 6399 10329 1126 130456
internal_count=1326361 467842 156887 47729 31608 16121 10719 310955 50416 12014 260539 235758 56830 44218 396 178928 40614 138314 15887 11562 43822 33493 13366 6967 2931 1805 6399 10329 1126 130456
cat_boundaries=0 1 2
cat_threshold=7264 545
is_linear=0
shrinkage=0.05


Tree=251
num_leaves=31
num_cat=0
split_feature=129 129 10 32 66 37 132 9 52 89 77 16 90 72 11 132 75 55 52 37 78 72 111 71 20 55 38 66 34 15
split_gain=4.12424 6.47919 9.06631 8.44989 8.49131 5.5988 9.46669 6.92737 6.13628 5.27261 5.1278 4.9493 7.70563 6.61584 5.91811 4.76536 5.53413 4.7473 10.3013 7.46778 7.31383 7.55276 6.943 5.79175 4.73708 4.73667 5.94524 5.08458 4.687 4.67622
threshold=333.50000000000006 315.50000000000006 10.84999990463257 12.84999990463257 77.094997406005874 10.550000190734865 1016.9500122070314 8.4499998092651385 0.2650000005960465 -0.91353997588157643 23.974999427795414 9.5450000762939471 -0.9560546576976775 0.76368954777717601 14.34999990463257 1017.9500122070314 0.846979320049286 1.3750000000000002 1.7749999761581423 15.550000190734865 15.934999942779543 0.72085955739021312 0.55524498224258434 268.73684692382818 5.3150000572204599 0.39499999582767492 15.949999809265138 1.1950000524520876 12.449999809265138 6.0750000476837167
decision_type=2 2 2 2 2 2 2 2 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 25 11 9 6 7 -2 -7 -5 -8 13 15 14 -4 16 -13 19 -19 -10 22 23 -20 -22 28 26 -3 -27 -24 -23
right_child=5 2 3 4 -6 8 10 -9 17 -11 -12 12 -14 -15 -16 -17 -18 18 20 -21 21 29 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-8.3464261003857401e-06 0.00090723341668308422 0.012101133992922876 -0.0043198148784849956 -0.0096868306391598887 -0.037284269804755847 0.011288515301721713 -0.0041125954926810081 -0.013405419065898481 -5.8737582171727957e-05 -0.0036338557611963911 0.0094154181833428149 -0.023539118213199178 -0.00089069474236878096 0.0075135210836588433 0.010318019582579534 0.0029239344903332896 -0.0046907406787134037 0.0080868704565191414 9.0853071411061789e-05 -0.011913032340112154 0.016791782861288924 0.00075091177138580717 0.029362349005091482 -0.0073897059926093791 0.0036428853459574539 -0.0055021461695298054 -0.017095490740612149 -0.00012657157272948454 0.0082119364634602645 -0.02060381696523669
leaf_weight=1305881 128 136 388 497 21 155 124 249 760 1303 161 95 742 330 84 43 66 577 1774 161 26 1830 33 520 2059 467 20 7578 127 26
leaf_count=1305881 128 136 388 497 21 155 124 249 760 1303 161 95 742 330 84 43 66 577 1774 161 26 1830 33 520 2059 467 20 7578 127 26
internal_value=-1.17041e-05 -1.88725e-05 -0.00118674 -0.00329031 -0.00567394 0.00107273 -0.00334729 -0.00854595 0.0014363 -0.00530515 0.00352955 -0.000807142 -0.00325684 0.0020824 -0.00171478 -0.0118631 -0.0158125 0.00124283 0.00168851 -0.00213099 0.00111121 -0.00106894 0.00242268 -0.00623821 0.00428687 -0.000271286 0.00835798 -0.000438615 0.0125742 0.000451761
internal_weight=1.32636e+06 1.31765e+06 11770 3569 1821 8710 662 377 8048 1800 285 1748 946 802 472 204 161 7893 6972 921 6395 2402 3993 546 2219 8201 156 8045 160 1856
internal_count=1326361 1317651 11770 3569 1821 8710 662 377 8048 1800 285 1748 946 802 472 204 161 7893 6972 921 6395 2402 3993 546 2219 8201 156 8045 160 1856
is_linear=0
shrinkage=0.05


Tree=252
num_leaves=31
num_cat=0
split_feature=91 87 67 116 33 37 31 22 70 116 98 77 58 63 1 67 55 17 124 76 103 38 64 28 108 36 85 74 54 37
split_gain=3.81623 11.7048 8.09489 8.97579 7.43629 12.5486 8.01866 8.52245 15.1627 9.33434 9.06767 8.10306 8.10728 10.0812 7.4764 6.97676 13.8572 11.1711 9.2607 6.78702 7.66756 10.1189 10.3212 11.179 6.95718 6.77026 14.2338 10.4678 8.43044 7.14441
threshold=-0.88276275992393483 0.71180409193038952 1.3149999976158144 -0.30069434642791742 10.050000190734865 13.34999990463257 1009.2500000000001 7.5250000953674325 300.05261230468756 0.18222858756780627 -0.71596562862396229 2.6250000000000004 287.81480407714849 0.70066902041435253 297.50000000000006 9.0250000953674334 2.7250000238418584 15.405000209808351 0.70088258385658275 1.8550000190734866 0.24720641225576404 19.550000190734867 9.0749998092651385 1019.1499938964845 -0.74287477135658253 9.3499999046325701 0.80128464102745067 0.73703968524932872 11.654999732971193 14.949999809265138
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 19 3 -3 25 15 -7 9 14 -8 -11 -10 13 -13 -9 16 18 -18 -6 20 -1 22 -22 -24 -21 26 -4 -28 29 -27
right_child=-2 2 4 -5 5 6 7 8 11 10 -12 12 -14 -15 -16 -17 17 -19 -20 24 21 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0012312526533408722 3.5599303938902552e-05 -0.0034594530625269406 0.0022235803957031098 -0.00055926320927668957 0.0012110708508615185 -0.00098555512013956577 -1.176071182735827e-05 0.00093957770275668046 0.0027830598847013582 0.001679527880128957 -0.00046806767199167738 -0.0029859048196951977 -0.001047847321019389 -0.010267924908334038 -0.00057028958048358489 -0.00016525335285361872 -0.0023735355839167977 0.0004269417252398298 -0.0012690086421905929 -0.0025755865151292582 -0.0029840921804828334 0.026672955774343934 -0.014611142231436589 -5.9749312307797075e-05 -0.00029506707631036724 0.0021824233616795268 0.0002124802526793266 -0.0051181830468478226 0.00025130224124482648 -0.020442056307303058
leaf_weight=6569 1017592 3157 2467 17218 8751 11016 20311 22812 859 30108 5874 2938 5161 567 12799 70151 17698 4458 6605 3872 2102 26 443 188 24539 11508 1699 2011 12827 35
leaf_count=6569 1017592 3157 2467 17218 8751 11016 20311 22812 859 30108 5874 2938 5161 567 12799 70151 17698 4458 6605 3872 2102 26 443 188 24539 11508 1699 2011 12827 35
internal_value=-1.11189e-05 -0.000165086 -5.02116e-05 -0.00100863 2.76956e-05 -7.376e-05 0.000295654 0.000434803 -7.70401e-05 0.000845201 0.00132894 -0.00184901 -0.00230815 -0.00416391 0.000396914 -0.000459582 -0.00101 -0.00181005 0.000144327 -0.000990075 -0.00216028 -0.00437225 -0.00466759 -0.0102757 -0.000605868 0.00075874 -0.000719781 -0.002677 0.0011335 0.00211382
internal_weight=1.32636e+06 308769 271030 20375 250655 220108 112445 101429 45136 56293 35982 9525 8666 3505 35611 107663 37512 22156 15356 37739 9328 2759 2733 631 28411 30547 6177 3710 24370 11543
internal_count=1326361 308769 271030 20375 250655 220108 112445 101429 45136 56293 35982 9525 8666 3505 35611 107663 37512 22156 15356 37739 9328 2759 2733 631 28411 30547 6177 3710 24370 11543
is_linear=0
shrinkage=0.05


Tree=253
num_leaves=31
num_cat=0
split_feature=129 39 53 129 10 32 66 23 88 134 103 58 39 64 5 33 79 87 36 99 35 60 14 67 20 133 33 38 13 123
split_gain=3.80414 6.04034 6.77669 5.74324 8.19929 7.60887 7.66923 5.13937 4.91196 4.71123 7.50798 8.3823 4.84146 6.15964 7.62489 7.24268 4.71044 4.75774 4.46781 5.7988 5.55766 4.59423 4.34306 4.70259 4.29593 4.17493 4.15733 5.56827 4.12015 4.09941
threshold=333.50000000000006 11.34999990463257 0.38499999046325689 315.50000000000006 10.84999990463257 12.84999990463257 77.094997406005874 5.7049999237060556 -0.8806142508983611 1015.8500061035157 0.58907148241996776 240.03842926025393 11.150000095367433 45.905000686645515 10.84999990463257 11.250000000000002 43.82500076293946 0.86453354358673107 16.250000000000004 -0.91988322138786305 13.650000095367433 0.33885458111763006 3.2749999761581425 9.6949996948242205 7.2950000762939462 1018.9500122070314 14.750000000000002 15.750000000000002 1.8149999976158144 -0.14780378341674802
decision_type=2 2 2 2 2 2 2 2 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 7 -3 29 18 9 8 -2 28 10 11 -6 -12 14 15 -14 -4 25 19 -5 -20 -22 23 -13 -15 -18 -10 -28 -7 -1
right_child=1 2 16 4 5 6 -8 -9 26 -11 12 22 13 24 -16 -17 17 -19 20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.1486239727218992e-05 -0.0074030553595690503 0.011281392884573768 0.0015605711237075398 -0.0018053810312653408 0.0012317206355274756 -0.019895869569626412 -0.035420570699941548 -0.00018075947086081695 -0.0047729930937716837 0.0021609496174865776 -0.011744068050110299 -0.0096176999225682618 0.028410777263343335 -0.014233684296113611 0.01682174897514193 -0.0037554932244321599 -0.019071126920113594 0.0014198336038822252 0.015520522409283064 0.0011100083084499156 -0.01619514283269689 -0.0035736822681418814 -0.0033392311529152926 -0.024494282823360091 0.0025591948089491137 0.0006719527776294854 0.0068210219596772067 -0.0094258563512595768 -0.0072365505027333328 0.00011518520311302732
leaf_weight=858519 346 175 7090 2609 173 74 21 855 974 771 63 116 20 69 123 140 81 123 34 4926 83 549 90 98 85 40 190 73 489 447362
leaf_count=858519 346 175 7090 2609 173 74 21 855 974 771 63 116 20 69 123 140 81 123 34 4926 83 549 90 98 85 40 190 73 489 447362
internal_value=-1.0563e-05 0.00103093 0.00155752 -1.74475e-05 -0.00111699 -0.00311745 -0.00537935 -0.00226145 -0.00502886 -0.000761093 -0.00306702 -0.00755458 0.00121411 0.00308222 0.00746121 0.000265291 0.0013255 -0.0055051 -0.000246408 0.000100552 -0.00417185 -0.00523125 -0.0125547 -0.0164303 -0.00496489 -0.0125445 -0.00326677 0.00231143 -0.00890048 -7.5373e-06
internal_weight=1.32636e+06 8710 7509 1.31765e+06 11770 3569 1821 1201 1800 1748 977 477 500 437 283 160 7334 244 8201 7535 666 632 304 214 154 121 1237 263 563 1.30588e+06
internal_count=1326361 8710 7509 1317651 11770 3569 1821 1201 1800 1748 977 477 500 437 283 160 7334 244 8201 7535 666 632 304 214 154 121 1237 263 563 1305881
is_linear=0
shrinkage=0.05


Tree=254
num_leaves=31
num_cat=1
split_feature=67 34 38 113 118 121 83 78 123 31 136 12 124 79 40 101 57 29 23 88 34 58 59 7 38 63 108 29 86 98
split_gain=3.54047 10.3987 12.1445 11.2445 9.98379 9.06346 6.95438 9.42662 6.16809 11.0526 10.5112 10.0498 8.53891 8.1204 6.98898 6.7843 6.4964 7.10146 6.10309 6.34534 6.71668 8.20841 6.07914 6.04153 7.52887 10.7968 8.61626 6.91669 6.48372 5.7039
threshold=36.594999313354499 12.050000190734865 12.34999990463257 -0.97988739609718312 -0.73724925518035878 0.70088258385658275 277.49208068847662 14.015000343322756 -0.47714059054851526 1007.0499877929689 0 4.0450000762939462 0.50751903653144848 13.295000076293947 6.5499999523162851 0.57526004314422619 245.37229919433597 1013.6499938964845 6.5450000762939462 0.36186794936656957 11.449999809265138 304.96743774414068 315.94171142578131 8.5500001907348651 14.250000000000002 0.60319116711616527 0.19350908696651462 1017.1499938964845 0.88404104113578807 -0.65203100442886341
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 -2 8 7 -4 9 15 11 13 16 -11 -14 -5 -12 -18 -6 20 -20 -22 -7 24 -15 -26 -27 29 -28 -25
right_child=1 3 6 5 18 22 -8 -9 -10 10 12 -13 14 23 -16 -17 17 -19 19 -21 21 -23 -24 27 25 26 28 -29 -30 -31
leaf_value=8.5763881956267182e-06 0.00714034756765905 0.0012894863605683021 -0.0051228867604203171 -0.0037435876424812401 -0.0061203338231519654 -0.0046231921808239686 0.0025762062571607421 0.0014102401229687169 -0.00062531287280035005 -0.00061056635538362302 0.016137727206217645 0.0014440716302037699 -0.0010357927714551669 -0.0062226624918679582 -0.012250662986156791 -0.019971934315353206 -0.004761770040886593 0.0054420927894111466 -8.1125567409665673e-05 0.01119164760551076 -0.0011708864966521423 -0.0068613030762449253 -0.017440272979426779 -0.0053328393658615553 0.00042276414274478079 -0.0053732099704858335 -0.026762452063975734 0.00053941979143250544 -0.002578854444436729 -0.019021010735693081
leaf_weight=1260913 437 4348 763 120 471 1101 6866 1998 14962 766 97 716 3938 939 144 139 241 583 21221 118 3064 799 101 493 97 90 207 507 32 90
leaf_count=1260913 437 4348 763 120 471 1101 6866 1998 14962 766 97 716 3938 939 144 139 241 583 21221 118 3064 799 101 493 97 90 207 507 32 90
internal_value=-1.00348e-05 -0.000368596 0.000206062 -0.00105981 -0.000353622 -0.00146255 0.00172402 -0.000395184 -0.00125173 -0.00227058 -0.00197559 -0.00390404 -0.000449339 -0.005105 -0.00143142 -0.012453 0.00389849 0.00245771 -0.000481183 -0.000375793 -0.000430208 -0.00234786 -0.00570017 -0.00650733 -0.00872382 -0.0142369 -0.0185591 -0.00373165 -0.0235245 -0.00744594
internal_weight=1.32636e+06 65448 35737 29711 26110 25363 9627 2761 24161 9199 8940 3937 5003 3221 4082 259 921 824 25673 25202 25084 3863 1202 2455 1365 426 329 1090 239 583
internal_count=1326361 65448 35737 29711 26110 25363 9627 2761 24161 9199 8940 3937 5003 3221 4082 259 921 824 25673 25202 25084 3863 1202 2455 1365 426 329 1090 239 583
cat_boundaries=0 1
cat_threshold=725
is_linear=0
shrinkage=0.05


Tree=255
num_leaves=31
num_cat=1
split_feature=88 64 26 65 101 38 87 32 89 55 9 105 17 106 87 31 36 56 34 136 65 30 31 10 0 12 70 111 35 75
split_gain=3.55491 5.6875 5.05098 4.28293 4.60437 4.05807 4.14565 4.73747 3.94954 4.27812 4.20337 4.27637 4.39995 4.0303 3.84062 3.7255 3.57608 6.9099 7.47526 6.02083 9.09848 10.1357 6.22736 5.74288 5.69841 5.08939 7.56901 4.87963 5.71673 5.32275
threshold=0.93781355023384105 28.404999732971195 350.50000000000006 8.5950002670288104 -0.8525281250476836 16.650000572204593 0.86848491430282604 13.449999809265138 0.43079625070095068 1.8049999475479128 1.8499999642372134 -0.81544697284698475 6.9049999713897714 -0.86135098338127125 0.80034661293029796 1023.7500000000001 8.7500000000000018 296.23274230957037 10.150000095367433 0 1.8550000190734866 1016.4500122070314 1016.1499938964845 12.250000000000002 26.500000000000004 3.6550000905990605 303.93278503417974 0.43624532222747808 11.750000000000002 0.8098808526992799
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 4 -2 6 -5 -8 10 13 -6 12 14 -10 -12 -13 17 19 -19 27 -21 22 25 -20 -25 26 -22 -1 29 -29
right_child=1 -3 -4 5 8 -7 7 -9 9 -11 11 15 -14 -15 -16 -17 -18 18 23 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0032698975887787579 -0.010227943782392942 0.013176596250201837 0.015800472928324445 -0.0039296422052152342 -0.0081745047732352475 0.013383694175306871 -0.01907159110171882 -0.00034384401515126229 0.010882619900865035 0.019438069881024686 -0.023801129311323166 -0.0036062383743087297 0.0049580886828103268 -0.0049003000158142854 -0.0013416357596566821 0.017257804643701424 9.9729680411111964e-06 -0.0017647583694563715 0.0019342054766769122 0.0017037483802132105 -0.00013094360187445602 -0.017335751599950443 0.023215048866612572 0.00083100262532631553 -0.014472238406000633 0.0085460059184195667 -0.017042210755277089 -0.00022831671262400267 0.0079677902400118305 -0.0055059369998039049
leaf_weight=1047 142 61 38 239 218 23 127 46 71 44 24 779 440 94 92 22 1311160 1412 98 384 146 199 21 75 322 58 121 7342 201 511
leaf_count=1047 142 61 38 239 218 23 127 46 71 44 24 779 440 94 92 22 1311160 1412 98 384 146 199 21 75 322 58 121 7342 201 511
internal_value=-1.40097e-06 -0.00190035 -0.00228372 -0.00257478 -0.00156271 -0.00705579 -0.00819683 -0.014092 -0.000872991 0.00558523 -0.00172999 -0.000694684 0.00267428 0.00189114 -0.00598843 -0.00303319 2.12969e-06 -0.000859375 -0.00361826 -0.00033483 -0.00414656 -0.00834469 -0.00317353 -0.00890542 -0.0115812 -0.00487864 -0.00779485 5.87502e-05 -0.000358618 -0.000571735
internal_weight=1.32556e+06 2460 2399 2361 1926 435 412 173 1784 209 1575 1357 556 165 116 801 1.3231e+06 11937 1907 10030 929 545 346 495 397 325 267 9101 8054 7853
internal_count=1325557 2460 2399 2361 1926 435 412 173 1784 209 1575 1357 556 165 116 801 1323097 11937 1907 10030 929 545 346 495 397 325 267 9101 8054 7853
cat_boundaries=0 1
cat_threshold=128
is_linear=0
shrinkage=0.05


Tree=256
num_leaves=31
num_cat=3
split_feature=16 116 56 95 116 111 67 53 59 71 60 53 56 136 53 32 37 12 39 92 60 0 136 38 79 136 66 20 117 55
split_gain=3.45865 9.98347 20.9963 20.3215 13.6169 10.2111 10.9082 10.8166 8.14952 7.91415 11.0896 7.74888 7.65541 7.27848 6.95089 12.2476 19.232 12.4953 11.4468 10.9475 18.6663 13.5107 17.3296 13.3633 12.815 23.6835 13.7025 11.9477 12.8722 11.3007
threshold=13.344999790191652 -0.8338540494441985 235.77545928955081 -0.69413894414901722 0.04361772537231446 0.10180119425058366 1.794999957084656 9.6350002288818377 228.95233154296878 296.27117919921881 0.24176140129566195 12.585000038146974 287.09207153320318 0 2.2949999570846562 11.949999809265138 12.949999809265138 2.2250000238418584 12.34999990463257 -0.2853140383958816 0.35506081581115728 238.50000000000003 1 20.44999980926514 8.3350000381469744 2 2.4250000715255742 5.6749999523162851 0.88697704672813427 1.6649999618530276
decision_type=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 1 2 2 2 2
left_child=14 2 8 4 13 -6 -7 -8 -2 12 -11 -12 -5 -3 19 16 -16 -18 -17 20 21 -1 23 27 -21 -26 -27 28 -23 -22
right_child=1 3 -4 9 5 6 7 -9 -10 10 11 -13 -14 -15 15 18 17 -19 -20 24 29 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00015161249635905989 -5.5497734817200571e-05 0.0025016348118679661 -0.0038502387615690749 0.00014449022608744254 0.00075978939120486611 0.00057798226363956927 0.0093445530932362974 0.0029705361424491213 -0.0020618952750409425 0.0056891999630173497 0.0017673873804379327 0.00027199283297927695 -0.0006434639018291097 0.0002133626609171135 -7.0423790566917106e-05 -0.0015613658426195591 0.00051737445154435499 0.0037239957495177828 -0.00035202821581805798 2.6719306103208e-05 -0.00068094023615681513 0.0043122696325098228 0.00089915349325068886 0.023524202064329917 -0.00014664747227963767 -0.0054806354367519326 -0.0017221745331999613 0.00189409394637124 0.013046578606021042 0.00078691647763641688
leaf_weight=17069 85110 5285 4060 210625 1755 895 1745 1076 5381 1095 11125 39145 36110 10133 83177 22167 6325 5846 166842 476085 33402 4450 16785 82 37110 3127 10803 6695 466 21586
leaf_count=17069 85110 5285 4060 210625 1755 895 1745 1076 5381 1095 11125 39145 36110 10133 83177 22167 6325 5846 166842 476085 33402 4450 16785 82 37110 3127 10803 6695 466 21586
internal_value=-1.33093e-06 0.00011861 -0.000332629 0.000252361 0.00175995 0.00390299 0.00538747 0.00691334 -0.000174807 0.000146719 0.00071136 0.000602931 2.91721e-05 0.0009995 -5.57162e-05 -0.000260794 0.000201213 0.00205759 -0.000493859 3.7193e-05 0.000515343 0.00126393 0.00193063 0.00340761 -5.40014e-05 -0.000806939 -0.00256403 0.00326848 0.00514022 -0.000104721
internal_weight=1.32556e+06 413540 94551 318989 20889 5471 3716 2821 90491 298100 51365 50270 246735 15418 912017 284357 95348 12171 189009 627660 100535 45547 28478 11693 527125 51040 13930 11611 4916 54988
internal_count=1325557 413540 94551 318989 20889 5471 3716 2821 90491 298100 51365 50270 246735 15418 912017 284357 95348 12171 189009 627660 100535 45547 28478 11693 527125 51040 13930 11611 4916 54988
cat_boundaries=0 1 2 3
cat_threshold=2821 3458 3473
is_linear=0
shrinkage=0.05


Tree=257
num_leaves=31
num_cat=3
split_feature=4 81 92 85 73 54 74 77 71 136 20 21 12 37 60 69 39 39 107 53 41 136 52 65 111 24 136 122 78 26
split_gain=3.4243 6.6681 10.1695 4.68358 4.64754 4.27222 4.94404 4.53668 4.02127 6.88104 10.5152 11.1559 8.4825 10.5867 10.5984 8.01195 7.97337 8.07646 10.5253 9.1024 8.5544 7.72499 10.1226 8.05154 7.06204 6.59488 8.06355 9.5425 7.60648 6.35717
threshold=14.550000190734865 234.70426940917972 -0.58853569626808155 0.89715865254402172 0.29848954081535345 6.2349998950958261 0.68838688731193554 43.604999542236335 318.10951232910162 0 5.5750000476837167 4.8350000381469735 2.6350001096725468 9.2500000000000018 0.2189312353730202 313.49433898925787 16.750000000000004 12.250000000000002 -0.6363556683063506 0.66500002145767223 9.6500000953674334 1 16.994999885559086 23.615000724792484 0.56952744722366344 337.50000000000006 2 -0.043617725372314446 31.605000495910648 333.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2
left_child=8 3 5 -2 -4 6 -3 -8 -1 12 11 -11 25 15 -15 -14 17 19 -19 -12 21 23 -23 24 -21 -10 27 -27 -29 -20
right_child=1 2 4 -5 -6 -7 7 -9 9 10 16 -13 13 14 -16 -17 -18 18 29 20 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=8.7174933359714155e-06 9.6322352067197123e-05 0.017254461491463986 0.022168496530503037 -0.007773174838595358 0.0017221426953528741 0.031790113678345312 -0.011010500157717616 0.011482355869649088 -0.00010744493120420803 -0.0076392826318459686 -0.012788959468883324 0.0032625283485607859 0.0057517509395641486 0.0093892195715258517 0.0014637061360729274 -0.0089755939401668285 -0.0072770295077814705 -0.0021816874293577372 0.0012428650659810747 -0.010272358065815347 0.019775160677852996 -0.0064604429812955312 0.0013257423836591049 -0.0041066533938812263 0.0041619519068355959 -0.0067638739087001595 0.0025268926406261626 -0.0017131613430010852 0.013184090509618586 -0.0035777977832170574
leaf_weight=1268955 5348 113 28 196 3755 26 40 51 16172 265 235 2050 121 450 6736 390 591 6400 5762 94 42 1887 536 781 860 1342 586 874 95 776
leaf_count=1268955 5348 113 28 196 3755 26 40 51 16172 265 235 2050 121 450 6736 390 591 6400 5762 94 42 1887 536 781 860 1342 586 874 95 776
internal_value=-1.26307e-06 0.000941763 0.0024941 -0.000181892 0.00187348 0.0127021 0.0102693 0.00159539 -8.11148e-06 -0.000462043 -0.00115646 0.00201459 6.44849e-05 0.00146553 0.00196002 -0.0054883 -0.00156576 -0.00137147 -0.000740283 -0.00321279 -0.00267698 -0.00290377 -0.00471856 -0.000340183 0.0027397 -0.000500997 -0.00269793 -0.00401634 -0.000252646 0.000670697
internal_weight=1.32556e+06 9557 4013 5544 3783 230 204 91 1.316e+06 47045 20279 2315 26766 7697 7186 511 17964 17373 12938 4435 4200 4158 2423 1735 954 19069 2897 2311 969 6538
internal_count=1325557 9557 4013 5544 3783 230 204 91 1316000 47045 20279 2315 26766 7697 7186 511 17964 17373 12938 4435 4200 4158 2423 1735 954 19069 2897 2311 969 6538
cat_boundaries=0 1 2 3
cat_threshold=3221 514 16
is_linear=0
shrinkage=0.05


Tree=258
num_leaves=31
num_cat=1
split_feature=16 116 94 80 71 75 111 56 67 62 79 106 101 59 98 36 93 127 79 35 31 8 92 136 69 54 8 123 36 110
split_gain=3.28701 7.73923 14.3177 8.75942 7.54552 6.54869 6.81524 5.38703 4.85441 5.7406 5.21398 8.27432 4.84984 4.85038 4.28637 4.95518 3.8418 4.24992 3.79399 3.5265 4.61579 3.32232 11.3357 8.36601 7.60324 6.5796 6.55248 6.17726 6.16948 7.9464
threshold=18.219999313354496 -0.43049471080303187 -0.36107067763805384 276.38555908203131 293.76176452636724 0.38464951515197759 0.35268990695476538 275.55390930175787 4.8849999904632577 0.65404340624809276 7.2249999046325692 -0.69191899895668019 -0.73970699310302723 264.33657836914068 -0.63999894261360157 17.150000572204593 -0.71302974224090565 -0.35019405186176294 16.085000038146976 15.150000095367433 1014.8500061035157 15.050000190734865 -0.71703550219535817 0 328.68882751464849 0.57499998807907116 17.849999427795414 -0.30069434642791742 6.6499998569488534 0.82007786631584179
decision_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=21 3 5 -2 -4 -3 -7 -6 12 10 11 -10 -5 -14 15 18 17 -12 19 20 -8 28 23 26 -24 27 -23 -25 29 -1
right_child=1 2 4 8 7 6 14 -9 9 -11 16 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.012592260069820452 0.00049663404868757765 -0.0036830219003604727 0.00012157447290336615 0.0016224299089916214 0.0079216209088148418 0.0035322929438754633 0.021007174689213943 0.0019887433178646581 0.004741888753440832 -0.0077541645748994362 0.022197952017228566 0.036964568089355124 -0.0058126838858019196 -0.01572680215976514 -0.003113221058106803 0.026297832341959416 -0.010462704139445124 -0.001398906070763977 -0.0062838536687195301 -0.0013107381470035763 0.0095964940100633708 0.0054439706680125162 0.00012470515696376948 0.021610749833313611 0.0041711994841611187 -0.00091682454358480662 0.016880272621764326 0.0019110481345557433 -2.6716790360399665e-05 -0.02128309682942927
leaf_weight=23 2895 148 13077 181 435 548 137 3177 211 193 23 22 827 145 47 59 96 112 30 44 251 1009 47410 67 1190 938 143 98 1251951 70
leaf_count=23 2895 148 13077 181 435 548 137 3177 211 193 23 22 827 145 47 59 96 112 30 44 251 1009 47410 67 1190 938 143 98 1251951 70
internal_value=-1.19896e-06 0.000595858 0.00106892 -0.00120922 0.000680327 0.00619966 0.00751027 0.00270325 -0.00393765 -0.000507365 0.00250693 0.00778437 -0.00589229 -0.00729164 0.0113482 0.0126528 -0.00281621 0.0026213 0.0109102 0.0121042 0.0136255 -1.15821e-05 0.000384585 0.00385014 0.000223786 0.000696515 0.00680451 0.00991032 -2.76734e-05 -0.0129053
internal_weight=1.32556e+06 22658 17953 4705 16689 1264 1116 3612 1810 657 464 233 1153 972 568 521 231 135 462 432 388 1.3029e+06 50855 2255 48600 1103 1152 165 1.25204e+06 93
internal_count=1325557 22658 17953 4705 16689 1264 1116 3612 1810 657 464 233 1153 972 568 521 231 135 462 432 388 1302899 50855 2255 48600 1103 1152 165 1252044 93
cat_boundaries=0 1
cat_threshold=1319
is_linear=0
shrinkage=0.05


Tree=259
num_leaves=31
num_cat=2
split_feature=90 34 93 136 53 136 37 92 117 102 7 87 133 73 24 27 10 0 30 94 88 42 53 22 76 22 97 78 1 95
split_gain=3.24306 9.16532 10.1378 8.39649 8.10621 10.6985 6.62857 6.59048 6.28729 6.1354 5.39987 5.30822 4.7801 4.63993 6.88167 7.34883 6.8755 6.28148 5.97365 6.00326 4.79973 8.44328 5.06577 4.94058 6.30414 5.33553 4.9124 4.62695 4.43313 4.60104
threshold=0.020030682906508449 11.949999809265138 0.33716596662998205 0 1.935000002384186 1 20.250000000000004 -0.30901470780372614 0.41467745602130895 0.91565769910812389 11.34999990463257 0.68609148263931286 1016.7500000000001 0.59589871764183056 327.50000000000006 301.50000000000006 2.2500000000000004 123.50000000000001 1020.1499938964845 -0.28426313400268549 -0.57878658175468434 13.150000095367433 0.064999999478459372 5.1050000190734872 4.1749999523162851 4.5050001144409189 -0.96748340129852284 18.464999198913578 352.50000000000006 -0.99894168972969044
decision_type=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 2
left_child=-1 3 4 -2 5 -3 9 12 -9 10 13 -10 -6 14 17 -16 -15 -7 19 28 21 -19 26 24 -24 -26 -22 -17 29 -18
right_child=1 2 -4 -5 7 6 -8 8 11 -11 -12 -13 -14 16 15 27 18 20 -20 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=1.2634078350775883e-05 0.0030014441535109568 -0.0013354342451559233 -0.0031729213811958808 -0.00040986859895938131 -0.00084303552004757988 -0.0024284737161206493 0.022104111852822825 -0.00034001297363199528 0.008569776593539559 0.0095595735059973153 0.0086111423816531887 -0.0065261005036954664 0.012443457016557018 0.0050840837222707038 0.026298309411280432 0.0022305429290810771 0.014638522995842829 -0.00019442061193555992 0.0099115781575793878 -0.0067635535837068305 0.034849390415129841 0.031802434190398174 -0.011546160727876294 0.0058462047842662221 0.021142742751787107 -5.7522636788660257e-05 0.0034040626543371576 0.01647148777718668 0.014319759943100509 -0.0015901412302290611
leaf_weight=1285682 3335 4469 3963 3916 15087 755 40 846 61 239 250 1284 68 463 52 220 45 1132 107 537 27 21 102 1020 36 169 23 77 48 1483
leaf_count=1285682 3335 4469 3963 3916 15087 755 40 846 61 239 250 1284 68 463 52 220 45 1132 107 537 27 21 102 1020 36 169 23 77 48 1483
internal_value=-1.13902e-06 -0.000445222 -0.000802597 0.00116269 -0.000474849 0.000566283 0.00180702 -0.00115399 -0.00371721 0.00169038 0.00140399 -0.00584145 -0.000783419 0.00111876 0.00228312 0.00895856 -0.000458314 0.00157392 -0.00161423 -0.00219788 0.00276831 0.00038835 0.00476112 0.00417245 -0.00138857 0.00366545 0.0203845 0.00592264 -0.000642194 -0.0011122
internal_weight=1.32556e+06 39875 32624 7251 28661 11315 6846 17346 2191 6806 6567 1345 15155 6317 3634 349 2683 3285 2220 2113 2530 1153 1377 1327 307 205 50 297 1576 1528
internal_count=1325557 39875 32624 7251 28661 11315 6846 17346 2191 6806 6567 1345 15155 6317 3634 349 2683 3285 2220 2113 2530 1153 1377 1327 307 205 50 297 1576 1528
cat_boundaries=0 1 2
cat_threshold=2837 4644
is_linear=0
shrinkage=0.05


Tree=260
num_leaves=31
num_cat=3
split_feature=2 124 84 8 126 115 92 136 136 107 127 80 121 105 64 17 80 28 28 93 34 2 74 136 10 35 38 33 34 37
split_gain=4.21003 9.30627 16.8033 14.0293 14.5858 8.19114 7.55505 7.1947 7.05644 9.61148 8.86116 10.5701 7.60446 9.46176 8.43312 7.4398 10.0924 10.2624 7.80639 15.1223 8.42108 8.12313 7.9221 7.46975 7.34609 8.56727 13.8116 8.51275 7.24464 7.21533
threshold=285.50000000000006 0.49240480363368994 0.73188346624374401 3.2500000000000004 -0.66259482502937306 -0.98624804615974415 0.02606101613491774 0 1 -0.53151896595954884 0.18222858756780627 299.23466491699224 -0.30069434642791742 -0.81722119450569142 1.9249999523162844 6.4600000381469735 316.27188110351568 1017.4500122070314 1021.8500061035157 -0.23445159941911695 9.2500000000000018 314.50000000000006 0.93363440036773693 2 14.34999990463257 13.449999809265138 12.050000190734865 13.449999809265138 11.949999809265138 11.050000190734865
decision_type=2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 -6 -7 -5 10 12 11 -2 13 -10 24 16 -12 29 22 20 -20 -22 -17 -24 25 26 27 -15 -19 -18
right_child=8 2 3 4 5 6 -8 -9 9 -11 15 -13 -14 14 -16 18 17 28 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.5780895365423379e-05 0.00036260327581231024 5.3817093872213161e-06 -3.5754588446122528e-05 0.0079353303229696276 -0.00080160076772559964 0.0027061496568842346 0.00096224724419173536 0.0032353502114458171 -0.00041915343710448517 -8.8169201214933237e-06 0.00030505468948922924 0.0028090521591124453 0.00016409727430143217 -0.0037591872587372979 -0.00098029144745348821 -0.00014541989788657283 0.016087870417881435 0.0040197121154729688 -0.0096092514439247729 0.00042074525388301003 0.013788844728310552 0.0045208351920166994 0.0021456581787871621 -0.0081706414111781759 -0.0079128659755743416 -0.0044256049714293611 0.0015344934303034993 0.018647437083513237 -0.0042209422406108872 0.0039382370853399754
leaf_weight=537726 17116 80547 16373 1087 3877 10383 15455 3428 72450 152109 14850 5950 27497 2985 31678 287578 127 429 86 31252 301 1102 252 567 628 3095 2586 43 705 3233
leaf_count=537726 17116 80547 16373 1087 3877 10383 15455 3428 72450 152109 14850 5950 27497 2985 31678 287578 127 429 86 31252 301 1102 252 567 628 3095 2586 43 705 3233
internal_value=-1.19639e-05 7.63253e-05 0.000453968 0.001168 0.00174379 0.00134147 0.00166303 0.00439163 -0.000101901 -0.000284454 4.52684e-05 0.000993678 -0.000581907 -0.000762693 -0.00136953 -1.89804e-05 0.000933325 0.00300938 -7.63433e-05 0.000655299 0.00557825 0.0065092 -0.000159405 -0.00506996 -0.00269012 -0.00231351 -0.00114912 -0.003441 -0.00110345 0.00439746
internal_weight=1.3255e+06 668876 131150 50603 34230 29715 25838 4515 656619 293071 363548 23066 140962 113465 41015 340482 19344 4494 321138 32741 1489 1403 288397 819 9337 8709 5614 3028 1134 3360
internal_count=1325495 668876 131150 50603 34230 29715 25838 4515 656619 293071 363548 23066 140962 113465 41015 340482 19344 4494 321138 32741 1489 1403 288397 819 9337 8709 5614 3028 1134 3360
cat_boundaries=0 1 2 3
cat_threshold=532 5403 1
is_linear=0
shrinkage=0.05


Tree=261
num_leaves=31
num_cat=1
split_feature=69 12 15 29 36 19 42 7 136 96 54 28 33 0 58 93 20 34 66 12 119 22 36 59 18 20 18 32 113 3
split_gain=4.07539 9.29536 12.2369 9.41233 10.4272 9.45104 8.29828 9.65792 11.6501 9.06123 8.8847 10.5268 8.66394 9.31565 9.48998 8.60775 8.20682 8.11436 9.26126 8.02057 8.96122 7.84416 8.01754 7.68334 7.4044 8.52056 7.29476 10.7124 10.3369 7.2631
threshold=312.86470031738287 2.9750000238418584 2.5949999094009404 1010.5499877929689 12.34999990463257 9.5450000762939471 11.34999990463257 5.0499999523162851 0 -0.61019390821456898 2.7250000238418584 1012.7500000000001 14.34999990463257 323.50000000000006 251.94382476806643 0.99999985098838817 5.8949999809265146 12.84999990463257 72.18500137329103 1.6250000000000002 0.9238443672657014 7.6449999809265146 14.949999809265138 260.21202087402349 8.7100000381469744 6.3550000190734872 7.4149999618530282 16.94999980926514 -0.41467745602130884 333.50000000000006
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 6 -3 4 -4 -6 7 8 24 26 11 12 -11 -14 -15 21 -17 -7 -19 20 -13 -10 -23 -22 -2 -26 27 -9 -29 -8
right_child=1 2 3 -5 5 17 29 9 15 10 -12 19 13 14 -16 16 -18 18 -20 -21 23 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=1.161376329154792e-05 -0.0013473327299774003 0.0034742721686100301 -0.0063316381776998502 0.00060101952578563091 0.0068465913314276613 0.0028833393410346519 -0.0070597713196562054 0.00072643138190178443 0.00030756800051179382 -0.0068634836595624447 -0.0038023491641123921 -0.00040622994792917697 0.0045559897741957291 0.0047475934752987496 -0.023064365774445553 -0.0023860764626603007 -0.030559989915269876 -0.0031589640854418608 -0.019169128072859198 0.0011914662803751887 -0.02039891693960218 -0.00073336584973660729 -0.0047066095537909233 -0.001304658837237417 0.0070528827221024819 0.0018375720641890343 -0.00090676261428009595 0.008252263586524743 0.044828462405573755 -0.00027581376510402893
leaf_weight=1240302 1440 3159 1120 13104 382 428 925 3750 13515 1117 5060 388 407 54 71 59 46 485 111 3753 136 4654 1746 86 927 5047 22273 241 21 688
leaf_count=1240302 1440 3159 1120 13104 382 428 925 3750 13515 1117 5060 388 407 54 71 59 46 485 111 3753 136 4654 1746 86 927 5047 22273 241 21 688
internal_value=-1.13638e-05 -0.000345888 0.000635965 6.2311e-05 -0.00273232 0.000134848 -0.000623703 -0.000535511 0.000176843 -0.00105865 -0.00225847 -0.000959069 -0.00436229 0.000889263 -0.0110496 -0.000450354 -0.0147289 -0.00236895 -0.00614072 0.000327184 -0.00499028 -0.000375297 -0.00181732 -0.013002 0.00186855 0.00264684 -0.000553244 0.00140935 0.0111839 -0.00416618
internal_weight=1.3255e+06 85193 18789 15630 2526 1406 66404 64791 27434 37357 11072 6012 1649 532 125 20020 105 1024 596 4363 610 19915 6400 222 7414 5974 26285 4012 262 1613
internal_count=1325495 85193 18789 15630 2526 1406 66404 64791 27434 37357 11072 6012 1649 532 125 20020 105 1024 596 4363 610 19915 6400 222 7414 5974 26285 4012 262 1613
cat_boundaries=0 1
cat_threshold=3092
is_linear=0
shrinkage=0.05


Tree=262
num_leaves=31
num_cat=0
split_feature=131 37 37 132 17 39 131 78 35 94 75 86 94 87 36 83 67 75 9 102 37 134 52 20 101 93 52 65 85 131
split_gain=3.9699 8.69407 7.16382 11.7338 6.33533 6.8258 6.06877 7.5834 8.47433 11.5271 7.17309 9.08593 6.73049 7.60174 6.16741 6.05941 6.01706 5.96108 5.91144 5.79915 5.54382 5.11998 5.02554 4.92058 5.30079 5.18694 4.78083 10.1551 5.79687 5.74758
threshold=333.50000000000006 16.44999980926514 10.550000190734865 1016.5499877929689 13.344999790191652 17.250000000000004 318.50000000000006 17.314999580383304 12.34999990463257 -0.14714123308658597 0.74434590339660656 0.85578590631484996 0.51000356674194347 0.84506136178970348 11.449999809265138 289.76673889160162 114.67000198364259 0.68576303124427807 7.2500000000000009 0.35449366271495825 13.34999990463257 1010.2500000000001 0.30500000715255743 4.4149999618530282 -0.9724488854408263 -0.92889007925987233 14.135000228881838 47.024999618530281 0.91134411096572887 329.50000000000006
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=6 2 3 18 5 -3 -1 12 19 14 11 20 -8 -14 17 -4 22 -10 -2 -9 -11 -12 -17 -24 -25 -26 27 28 29 -23
right_child=1 4 15 -5 -6 -7 7 8 9 10 21 -13 13 -15 -16 16 -18 -19 -20 -21 -22 26 23 24 25 -27 -28 -29 -30 -31
leaf_value=-8.1973248448216027e-06 -0.00036211258840113363 -0.012828841680604892 -0.003118975333942983 0.0044830239640670155 0.0064260207405431747 0.0065723150170577524 -0.00073756774732029284 -0.0069801760366747416 0.019270966963275619 -0.013318432756484703 0.012547121411189438 -0.0079252176298281671 0.00065304379285400734 0.011020216261634783 -0.002123330384088538 0.010364175717542438 -0.018439886872490336 -0.0039659109128558122 -0.012791269104927777 0.0019104657502606822 -0.032489854676572429 -0.0084610925353878555 -0.012381296313833445 0.023215177108844121 -0.0014476458307415988 0.0026845488092380131 -0.0013412454979206375 -0.021271572809951803 -0.021427298176179953 0.0038341705018253821
leaf_weight=1306197 144 258 570 284 79 55 5608 220 69 78 40 352 516 269 1251 190 35 46 285 1103 73 214 58 30 872 5883 373 124 48 171
leaf_count=1306197 144 258 570 284 79 55 5608 220 69 78 40 352 516 269 1251 190 35 46 285 1103 73 214 58 30 872 5883 373 124 48 171
internal_value=-1.07956e-05 0.00105113 0.00139273 -0.00340039 -0.0062263 -0.00941969 -1.78466e-05 -0.00121195 -0.00287297 -0.00441314 -0.00748126 -0.0123266 -0.000130591 0.00420562 -0.0011047 0.00184016 0.00224009 0.00997622 -0.00861924 0.000432052 -0.0225867 -0.00496868 0.00234301 0.0021203 0.00224426 0.00215113 -0.00572204 -0.00865568 -0.00504282 -0.00300008
internal_weight=1.3255e+06 8743 8351 713 392 313 1.31675e+06 10555 4162 2839 1473 503 6393 785 1366 7638 7068 115 429 1323 151 970 7033 6843 6785 6755 930 557 433 385
internal_count=1325495 8743 8351 713 392 313 1316752 10555 4162 2839 1473 503 6393 785 1366 7638 7068 115 429 1323 151 970 7033 6843 6785 6755 930 557 433 385
is_linear=0
shrinkage=0.05


Tree=263
num_leaves=31
num_cat=0
split_feature=130 130 10 32 94 134 36 95 131 59 23 99 38 95 60 36 32 26 128 66 101 86 5 130 76 59 76 15 108 11
split_gain=3.90882 7.72079 5.95535 5.11064 7.38639 9.09274 6.09541 8.4569 6.80177 5.16166 5.70473 5.00946 9.60357 6.86441 6.02996 4.70708 7.10218 6.04087 4.68021 4.26382 4.2052 4.76973 4.17325 4.1549 4.41788 4.15135 4.31219 4.01131 3.88698 4.45852
threshold=333.50000000000006 315.50000000000006 11.34999990463257 11.250000000000002 -0.21220185607671735 1017.7500000000001 14.550000190734865 0.50685563683509838 333.50000000000006 251.71147155761722 7.0450000762939462 -0.91321712732315052 15.550000190734865 0.098346084356307997 0.45846575498580938 15.449999809265138 15.050000190734865 299.50000000000006 322.50000000000006 1.235000014305115 0.75552457571029674 0.88333985209465038 9.9499998092651385 206.50000000000003 28.035000801086429 225.59658813476565 32.725000381469734 2.6950000524520878 0.35395881533622747 11.750000000000002
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 18 11 27 -5 6 8 -8 9 25 -11 15 19 14 -14 -3 17 -17 -1 -13 -21 -22 -9 -20 -25 -6 -27 -4 -2 -30
right_child=28 2 3 4 5 -7 7 22 -10 10 -12 12 13 -15 -16 16 -18 -19 23 20 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-1.0286290459563131e-05 -0.0028886961669193113 -0.0031781619563679394 -0.0040049296446633921 -0.00077253711247107695 -0.010999774739250215 0.00051181646640820373 -0.0090948579031974088 -0.0071797318942844876 -0.002488972222033356 -0.016425479360598984 -0.0060472490545871154 -0.0049570970428733582 -0.0080623596895673805 -0.014555891700987277 0.0011778369946015485 0.010238998617358393 -0.0046686742120959851 -0.0023704702332272079 0.0043027170659037384 0.0021715100623921272 -0.0055097269832347162 0.0088840354713138892 0.019139307160235819 2.992304930635435e-05 0.01283018829001646 -0.0048676103112046364 0.018074047813812891 0.0078698066013797533 0.0020235925503050583 -0.00065805996906835975
leaf_weight=1301933 585 2493 118 1237 103 427 100 20 280 479 183 259 294 141 442 262 279 149 1162 3819 347 69 61 1821 70 54 33 179 6007 2089
leaf_count=1301933 585 2493 118 1237 103 427 100 20 280 479 183 259 294 141 442 262 279 149 1162 3819 347 69 61 1821 70 54 33 179 6007 2089
internal_value=-1.02558e-05 -1.72273e-05 -0.00128893 -0.00310241 -0.00372637 -0.00582631 -0.00788753 0.00063214 -0.00924978 -0.0114716 -0.0135566 -0.00059483 0.000336645 -0.00444938 -0.00251322 -0.0021666 0.0014882 0.00566768 -5.70098e-06 0.00127063 0.0016515 -0.0031223 0.0126408 0.00194968 0.000503756 -0.00420729 0.0038344 0.0031519 0.00104725 0.00133165
internal_weight=1.3255e+06 1.31681e+06 11828 3274 2977 1740 1313 181 1132 852 662 8554 5371 877 736 3183 690 411 1.30499e+06 4494 4235 416 81 3053 1891 190 87 297 8681 8096
internal_count=1325495 1316814 11828 3274 2977 1740 1313 181 1132 852 662 8554 5371 877 736 3183 690 411 1304986 4494 4235 416 81 3053 1891 190 87 297 8681 8096
is_linear=0
shrinkage=0.05


Tree=264
num_leaves=31
num_cat=0
split_feature=2 124 84 8 126 115 92 53 80 127 33 11 60 21 29 56 120 6 16 97 93 74 130 54 14 134 129 59 24 54
split_gain=3.78599 8.40726 15.2501 12.6803 13.1429 7.42466 6.82007 6.60536 6.41253 26.492 15.0999 13.8697 10.9603 10.1014 9.65469 8.85869 9.5175 8.7195 7.97626 7.72476 8.34204 7.49483 7.44119 12.3006 7.42832 7.97538 7.26685 7.15596 6.95235 6.78144
threshold=285.50000000000006 0.49240480363368994 0.73188346624374401 3.2500000000000004 -0.66259482502937306 -0.98624804615974415 0.02606101613491774 0.50499999523162853 285.77421569824224 -0.63605400919914235 13.150000095367433 10.949999809265138 0.42307929694652563 4.7950000762939462 1012.3500061035157 287.43351745605474 0.39873388409614569 13.449999809265138 5.4100000858306894 -0.94459992647171009 0.98482540249824535 0.84907320141792308 202.50000000000003 4.6649999618530282 3.1750000715255742 1008.2500000000001 333.50000000000006 301.53961181640631 323.50000000000006 16.804999351501468
decision_type=2 2 2 2 2 2 2 2 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 -4 -5 -6 7 -7 15 12 19 26 -10 -13 18 21 -17 28 -15 20 -11 22 -1 -24 25 -25 -12 -23 -16 -21
right_child=-2 2 3 4 5 6 -8 -9 9 10 11 13 -14 14 17 16 -18 -19 -20 29 -22 27 23 24 -26 -27 -28 -29 -30 -31
leaf_value=9.970434391331927e-05 -9.5030824337294798e-05 5.569213671415928e-06 -3.1264468493674442e-05 0.0041740105679000028 -0.00076168172273581504 0.0067408552453902927 0.0009189811102524835 0.0021940298095350498 -0.0037729319550011201 -0.00068136283921207616 -0.00052144155588726914 -0.014861109231494089 -0.0011736039526428815 0.016568445071408696 0.0021100591709902086 -0.00020556397261711195 -0.0022913492251572815 0.015795399944119631 -0.0049044324301044167 0.001313141914832819 0.012852575741708278 0.00085140604668372001 0.0038685083318820319 -0.028638699359937826 0.0050719000200677503 -0.0085418481019995073 0.0019926825745266779 0.0058343623184027235 -0.0087480864288196208 -0.00016299442662532897
leaf_weight=358196 656619 80547 16373 4515 3877 872 15455 9511 6443 11467 52392 187 10944 44 683 19494 7602 94 2528 29221 115 22810 304 55 88 482 3041 744 188 10604
leaf_count=358196 656619 80547 16373 4515 3877 872 15455 9511 6443 11467 52392 187 10944 44 683 19494 7602 94 2528 29221 115 22810 304 55 88 482 3041 744 188 10604
internal_value=-9.74302e-06 7.39819e-05 0.000432921 0.00111316 0.00166056 0.00127866 0.00158481 0.00257589 -1.35625e-05 -0.00032256 -3.7254e-05 -0.000581956 -0.00213682 -0.00353575 -0.00293698 8.29211e-05 -0.000790748 0.00132777 -0.00453709 0.000589565 -0.000546982 0.000144782 8.81135e-05 -0.004381 -0.00839356 -0.0106002 -0.000383519 0.0010088 -0.000233605 0.000920099
internal_weight=1.3255e+06 668876 131150 50603 34230 29715 25838 10383 537726 127951 110564 59157 17387 3724 3537 409775 27096 965 2572 51407 11582 382679 359125 929 625 537 55433 23554 871 39825
internal_count=1325495 668876 131150 50603 34230 29715 25838 10383 537726 127951 110564 59157 17387 3724 3537 409775 27096 965 2572 51407 11582 382679 359125 929 625 537 55433 23554 871 39825
is_linear=0
shrinkage=0.05


Tree=265
num_leaves=31
num_cat=3
split_feature=12 15 81 14 53 12 78 92 67 94 136 135 31 86 77 64 31 67 12 23 103 109 31 58 35 11 136 107 32 136
split_gain=3.92292 12.7143 19.2664 12.3246 10.4808 9.7395 9.11883 9.74646 9.54815 13.023 8.95454 8.37475 6.99172 6.94394 6.86855 6.65373 14.0665 12.4147 11.1634 11.384 11.9114 9.4984 9.84561 14.074 11.7584 11.5253 10.9229 10.3181 9.5702 9.60563
threshold=2.0249999761581425 2.0949999094009404 234.70426940917972 1.4249999523162844 21.664999961853031 2.4150000810623173 8.0950002670288104 0.82755184173583995 23.875000000000004 -0.14714123308658597 0 1018.8500061035157 1025.850036621094 0.72163122892379772 16.804999351501468 6.5150001049041757 1020.3500061035157 8.305000305175783 1.1250000000000002 11.364999771118166 0.30167065560817724 -0.93930774927139271 1015.5499877929689 284.79107666015631 10.449999809265138 6.7500000000000009 1 -0.82678857445716847 6.7500000000000009 2
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 1
left_child=6 2 -2 -4 5 14 8 12 15 13 -7 -9 -8 -10 -5 17 18 -1 -17 21 -21 -20 23 27 28 -25 -26 -23 -24 -30
right_child=1 -3 3 4 -6 10 7 11 9 -11 -12 -13 -14 -15 -16 16 -18 -19 19 20 -22 22 24 25 26 -27 -28 -29 29 -31
leaf_value=5.1294738265435312e-06 -8.0158206162093894e-05 -1.7511274456553952e-05 0.006264892532870988 0.0017273803251726125 -0.00012385237246315077 0.00014972380458990288 -0.00039126332476875809 -0.0022810142217746156 -0.002291131628880976 0.00070906062307931261 0.0033909448086715667 0.017297247363762421 0.0026703069046589561 0.007797351879345148 0.0001445977599367626 -0.0059742997743882286 0.00084527115702356676 0.0014704921721802348 -0.0065946744338001356 -0.0020453611034933717 -0.016655080654711715 -0.0013312064416642145 -0.0050847178950067344 0.0036528661249056482 8.0033527009660342e-05 -0.0021317191749556548 -0.0023858842929871259 0.00098185956218900788 0.0088924523818705997 0.0011835799160336527
leaf_weight=593010 53252 409230 1203 15201 12410 2730 117068 7937 200 4374 9861 55 1895 1159 12483 1049 15497 14815 671 362 227 13499 393 4031 6280 1095 15804 7500 566 1390
leaf_count=593010 53252 409230 1203 15201 12410 2730 117068 7937 200 4374 9861 55 1895 1159 12483 1049 15497 14815 671 362 227 13499 393 4031 6280 1095 15804 7500 566 1390
internal_value=1.7692e-06 0.000109437 0.000594328 0.00126085 0.00114659 0.00153806 -6.69638e-05 -0.000456045 5.4724e-06 0.00203739 0.00269099 -0.00214628 -0.000342495 0.00631266 0.00101369 -1.1755e-05 -0.00047943 4.08459e-05 -0.000867742 -0.000764365 -0.00767593 -0.0006849 -0.000606466 6.83048e-05 -0.00132797 0.00241718 -0.0016857 -0.000505072 0.00203524 0.00346578
internal_weight=1.32525e+06 516370 107140 53888 52685 40275 808877 126955 681922 5733 12591 7992 118963 1359 27684 676189 68364 607825 52867 51818 589 51229 50558 26125 24433 5126 22084 20999 2349 1956
internal_count=1325247 516370 107140 53888 52685 40275 808877 126955 681922 5733 12591 7992 118963 1359 27684 676189 68364 607825 52867 51818 589 51229 50558 26125 24433 5126 22084 20999 2349 1956
cat_boundaries=0 1 2 3
cat_threshold=6304 7200 786
is_linear=0
shrinkage=0.05


Tree=266
num_leaves=31
num_cat=0
split_feature=131 37 38 26 100 93 20 55 36 55 113 133 130 11 75 7 78 94 35 70 61 55 52 80 55 112 32 67 67 52
split_gain=3.68319 8.47101 6.55988 6.31116 5.15263 4.59795 4.62849 6.00611 8.00848 7.15364 5.92155 6.01769 4.46198 8.66747 6.44977 6.26263 5.62702 6.60745 7.02219 6.01633 5.62457 6.99585 6.23985 6.02239 4.98367 4.93101 7.07631 4.69935 7.99072 4.48793
threshold=333.50000000000006 16.44999980926514 11.250000000000002 290.50000000000006 -0.99286219477653492 -0.95789673924446095 4.4949998855590829 3.2549999952316289 15.449999809265138 1.2849999666213991 -0.49240480363368982 1016.0499877929689 315.50000000000006 5.4500000476837167 0.85740572214126598 14.250000000000002 15.144999980926515 -0.16858211904764173 11.750000000000002 316.39086914062506 0.20222718268632892 1.5249999761581423 1.8949999809265139 302.87699890136724 41.284999847412116 -0.79332312941551197 12.34999990463257 2.1149998903274541 9.1549997329711932 0.42499999701976782
decision_type=2 2 2 2 2 2 2 2 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 -2 -3 -4 -6 -7 8 10 -10 -8 -12 -1 20 16 29 25 -18 19 -19 -14 -22 -23 -24 -20 -15 27 -27 -29 -16
right_child=1 3 4 -5 5 6 7 -9 9 -11 11 -13 13 14 15 -17 17 18 24 -21 21 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=4.4127685556787003e-06 -0.0020279934879834124 0.0044039386140537406 0.027290764059871436 -0.0098894006532272254 -0.0021212266358806376 -0.011312969064625401 0.0050967734908330216 0.0014802978161983743 -0.016869775623005505 0.0022829750885829231 0.021964282489319854 0.0030758725861018965 0.020318150490914524 -0.0029869186818821322 0.015562142740935087 -0.025478638336062433 -0.0016965869073687853 -0.0018389257275772547 -0.0082312369451322896 0.018440686273832052 -0.00508860874458194 0.0092143186975464243 -0.0014041516178786868 0.0031274829640343866 0.0016055585850935272 0.00038862052748968106 -0.00043330873958757638 0.023493589404453008 -0.0017680014546688956 0.0004354922113952978
leaf_weight=1302633 1215 105 20 292 653 62 1318 4646 72 151 111 68 38 1759 50 23 1910 283 1381 42 420 259 1315 1657 142 98 1847 90 48 2539
leaf_count=1302633 1215 105 20 292 653 62 1318 4646 72 151 111 68 38 1759 50 23 1910 283 1381 42 420 259 1315 1657 142 98 1847 90 48 2539
internal_value=1.685e-06 0.00102631 0.00136695 -0.00610905 0.00194783 0.00187625 0.00228234 0.00241475 0.00493886 -0.00390087 0.00625567 0.0147888 -5.09612e-06 -0.000896153 -0.00164655 0.000496866 -0.00238321 -0.00375884 -0.00589029 0.000781824 0.00118112 0.000981943 0.00177106 0.0011224 -0.00731408 -0.00103765 0.000608412 0.0087612 0.0147069 0.000727625
internal_weight=1.32525e+06 8713 8316 397 7101 7081 6428 6366 1720 223 1497 179 1.31653e+06 13901 10212 2612 7600 3758 1848 325 3689 3651 3231 2972 1523 3842 2083 236 138 2589
internal_count=1325247 8713 8316 397 7101 7081 6428 6366 1720 223 1497 179 1316534 13901 10212 2612 7600 3758 1848 325 3689 3651 3231 2972 1523 3842 2083 236 138 2589
is_linear=0
shrinkage=0.05


Tree=267
num_leaves=31
num_cat=2
split_feature=106 19 39 123 95 71 136 28 65 122 55 136 12 127 92 34 85 67 114 55 12 121 87 36 58 12 93 15 78 92
split_gain=3.65234 6.57068 7.76176 4.86968 5.94945 5.79474 6.02469 6.57477 6.67839 5.31612 5.38419 7.91682 5.16344 7.44872 4.96319 4.89691 4.65896 4.53586 4.29653 4.26209 3.80622 4.01029 3.7937 4.38244 3.8675 3.66886 10.539 13.051 10.0989 10.3279
threshold=1.0000000180025095e-35 12.50999975204468 17.250000000000004 -0.095842104405164705 0.99567097425460827 304.85339355468756 0 1011.0499877929689 1.8550000190734866 0.97233289480209362 1.185000002384186 1 1.735000014305115 0.63605400919914257 -0.56519681215286244 12.449999809265138 0.78835570812225353 7.4849998950958261 0.31729258596897131 4.7650001049041757 2.5349999666213994 0.95878320932388317 0.90435627102851879 12.84999990463257 221.08766174316409 2.4050000905990605 0.091558512300252928 1.9249999523162844 15.934999942779543 0.69349864125251781
decision_type=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 2
left_child=25 2 3 4 22 6 18 8 14 10 11 -9 13 -7 -8 -10 -12 -18 -5 -19 21 -17 23 -2 -25 28 27 -27 -1 -30
right_child=1 -3 -4 5 -6 12 7 9 15 -11 16 -13 -14 -15 -16 20 17 19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=3.0692334934462259e-06 0.0050808786437559275 -0.0020690879256158095 -0.0085098694172146185 -0.0039142864221017081 -0.021829922162513768 0.0033224109812088464 -0.019116667037208879 0.012035072250350651 0.0092427540583403869 0.0052776690036717431 0.00024259906734491743 -0.0012044822859914146 0.0075744197794772724 -0.020553422462017763 0.00145319703067113 0.009304740648454525 -0.0098378892267764733 0.0053192233803046711 0.015029563730762852 -0.0062924153461091344 0.00041777509526219289 -0.013949459416326136 -0.016163467679342087 -0.017978023026394202 -0.00035863129334757105 0.003208652595862109 4.1846678040216684e-05 0.00055408658655500419 -0.00040432268200874628 -0.0023128643238185926
leaf_weight=907923 162 5812 239 868 45 147 51 148 451 342 512 395 560 42 69 254 370 129 31 204 561 20 44 51 80 5237 295491 39959 56954 8096
leaf_count=907923 162 5812 239 868 45 147 51 148 451 342 512 395 560 42 69 254 370 129 31 204 561 20 44 51 80 5237 295491 39959 56954 8096
internal_value=1.60075e-06 -0.000882218 0.000312255 0.000693124 -0.00475394 0.00109684 0.000405519 0.00134186 0.00399188 -0.000425996 -0.00153558 0.00260355 0.00516265 -0.00198333 -0.007289 0.00504453 -0.00338542 -0.00602773 -0.00322518 -0.00179421 0.00277699 0.00760735 -0.00247377 -0.000417977 -0.00721809 9.39639e-06 0.000150607 0.000861679 -4.00485e-05 -0.000641856
internal_weight=1.32525e+06 11587 5775 5536 382 5154 4405 3506 1406 2100 1758 543 749 189 120 1286 1215 703 899 333 835 274 337 293 131 1.31366e+06 340687 45196 972973 65050
internal_count=1325247 11587 5775 5536 382 5154 4405 3506 1406 2100 1758 543 749 189 120 1286 1215 703 899 333 835 274 337 293 131 1313660 340687 45196 972973 65050
cat_boundaries=0 1 2
cat_threshold=146 769
is_linear=0
shrinkage=0.05


Tree=268
num_leaves=31
num_cat=3
split_feature=54 52 92 60 35 73 134 31 12 56 136 31 67 107 52 5 75 56 63 61 29 136 54 136 5 57 55 81 80 104
split_gain=3.51937 8.9298 8.22774 8.45375 9.25738 8.03678 6.95833 6.33721 5.99555 5.66149 5.6288 5.56109 6.1523 6.25691 9.27081 5.51943 5.97289 5.16946 9.90153 8.14452 7.47176 8.45638 6.38666 6.00353 5.55732 5.30546 5.1418 5.39675 5.30096 5.10508
threshold=26.704999923706058 15.025000095367433 0.82755184173583995 0.7192874848842622 17.050000190734867 0.85015892982482921 1018.8500061035157 1015.5499877929689 1.794999957084656 262.26933288574224 0 1016.1499938964845 1.5149999856948855 -0.72129634022712696 27.045000076293949 3.7500000000000004 0.87917745113372814 328.12422180175787 0.24719630181789401 0.40478968620300299 1011.8500061035157 1 1.9249999523162844 2 15.949999809265138 292.57371520996099 23.454999923706058 333.50750732421881 346.37513732910162 -0.95647379755973805
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2
left_child=1 17 3 4 8 6 11 29 -2 -8 -5 12 13 14 -3 -9 -17 -1 19 22 21 25 -19 -22 -23 -20 28 -28 -14 -6
right_child=2 5 -4 10 7 -7 9 15 -10 -11 -12 -13 26 -15 -16 16 -18 18 20 -21 23 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.0168157168181647e-06 -0.0042010639780219357 -0.003351523965333043 0.0018936917690497547 0.00093245008296441293 0.0088222878382486457 0.0013928105223339295 -0.020441754745706073 0.0041359603095279876 -0.00076149076745473526 -0.0034428965081868277 -0.00026730387827156066 -0.00012996745905729035 0.0017707140264176437 0.00070503625994548205 -0.020425035612192007 -0.0042159536483356071 -0.02996049434691668 -0.0044885178758923283 -0.0053909816991220766 0.0022689880371160767 0.0015196060298161259 -0.00088343422992054289 -0.012664573501693947 -0.0012957916183832044 -0.026855215731830823 -0.017262081199163976 -0.00015798257365637263 -0.021100299106910827 -0.023991142297163606 -0.011255515289983874
leaf_weight=1137060 1333 388 4219 11493 34 21061 53 215 25570 646 65120 29253 12587 625 100 228 25 998 235 337 3980 1073 314 3594 21 157 4017 31 20 460
leaf_count=1137060 1333 388 4219 11493 34 21061 53 215 25570 646 65120 29253 12587 625 100 228 25 998 235 337 3980 1073 314 3594 21 157 4017 31 20 460
internal_value=1.5248e-06 2.58803e-05 -0.000271065 -0.000358482 -0.00110425 0.000579254 0.000220195 -0.0059237 -0.000931916 -0.00473179 -8.72375e-05 0.00029381 0.000991512 -0.00260759 -0.00685019 -0.00175431 -0.00675988 -7.28107e-06 -0.00110069 -0.00466438 -0.000452066 -0.00369375 -0.00644529 0.000183944 -0.00136946 -0.0098931 0.00123203 -0.000318361 0.00172984 -0.00987364
internal_weight=1.32525e+06 1.21655e+06 108697 104478 27865 68781 47720 962 26903 699 76613 47021 17768 1113 488 468 253 1.14777e+06 10709 1649 9060 1486 1312 7574 1094 392 16655 4048 12607 494
internal_count=1325247 1216550 108697 104478 27865 68781 47720 962 26903 699 76613 47021 17768 1113 488 468 253 1147769 10709 1649 9060 1486 1312 7574 1094 392 16655 4048 12607 494
cat_boundaries=0 1 2 3
cat_threshold=3106 4150 4438
is_linear=0
shrinkage=0.05


Tree=269
num_leaves=31
num_cat=1
split_feature=128 78 111 52 39 39 34 35 63 76 38 119 23 20 55 4 135 12 133 85 133 134 130 136 111 133 135 91 15 55
split_gain=3.4092 4.48323 7.59111 7.15237 8.00612 7.48876 6.41404 6.35825 5.89511 6.46502 5.81973 4.62961 4.40332 7.05013 4.68612 5.55546 4.37058 4.32258 4.62169 4.2916 4.73672 6.33553 4.11642 3.96277 4.67975 3.95793 4.70504 3.87142 3.85489 3.726
threshold=333.50000000000006 17.314999580383304 0.58438700437545787 1.8550000190734866 11.34999990463257 9.5500001907348651 13.84999990463257 13.949999809265138 0.37104804813861852 38.534999847412116 15.150000095367433 0.78257837891578685 4.6949999332427987 5.1849999427795419 1.4550000429153445 7.2500000000000009 1015.3500061035157 2.6950000524520878 1011.2500000000001 0.85106500983238231 1018.0499877929689 1014.6499938964845 332.50000000000006 0 -0.34792974591255182 1016.5499877929689 1013.8500061035157 -0.88037025928497303 1.6749999523162844 3.6450001001358037
decision_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 2 7 4 5 25 10 23 11 -10 -5 16 -4 19 15 -15 -6 27 -19 -14 21 -21 -13 24 -2 26 -3 -7 -8 -26
right_child=1 3 12 6 8 17 28 -9 9 -11 -12 22 13 14 -16 -17 -18 18 -20 20 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-5.0762623859042232e-06 -0.0084501185945605167 0.0084413528757830789 -0.0069313165360189825 -0.00085976732337599633 0.0075062249034929737 -0.0022285148117429858 0.010747958128340543 -0.0030766065803761412 0.015223145633759094 -0.0094131682409594464 0.022110739337014303 -0.0048233168288355785 0.0048321847379190373 -0.0060266371229784448 0.0040588923590070217 0.012831450208149693 -0.010559300133126214 -0.019259058218449355 0.0054351915884763005 0.00093105405812030258 0.0024597638499523917 0.030928212924549975 0.01367290669235067 -0.0017741824667924806 0.012483595589495081 0.014909664477297181 -0.013390100724631693 -0.01861631482915611 -0.0076879237675017047 0.0034382530447603513
leaf_weight=1316531 73 62 94 1813 52 57 30 1043 237 30 28 42 108 231 2157 47 94 24 90 23 35 75 106 475 132 74 41 98 517 828
leaf_count=1316531 73 62 94 1813 52 57 30 1043 237 30 28 42 108 231 2157 47 94 24 90 23 35 75 106 475 132 74 41 98 517 828
internal_value=1.4489e-06 0.000987059 0.00189285 -0.0004326 0.00310149 -0.00189863 -0.0019229 -7.50802e-05 0.00707663 0.012455 -0.000510406 0.00219217 0.0037052 0.00407883 0.00327144 -0.0028384 -0.004125 -0.00715418 0.000236402 0.0122365 0.018249 0.0238881 0.00842398 0.00200091 0.00371798 0.00608862 -0.000248837 -0.0125898 -0.00667682 0.00468199
internal_weight=1.32525e+06 8716 5321 3395 1007 446 2388 2551 561 267 1841 294 2770 2676 2435 278 146 269 114 241 133 98 148 1508 1033 177 103 155 547 960
internal_count=1325247 8716 5321 3395 1007 446 2388 2551 561 267 1841 294 2770 2676 2435 278 146 269 114 241 133 98 148 1508 1033 177 103 155 547 960
cat_boundaries=0 1
cat_threshold=768
is_linear=0
shrinkage=0.05


Tree=270
num_leaves=31
num_cat=0
split_feature=90 29 64 74 91 69 60 22 56 37 63 125 37 55 34 75 84 40 75 120 86 52 3 35 106 74 93 32 52 100
split_gain=5.29763 5.92077 4.36335 4.63495 4.51744 3.99854 11.2755 9.67995 14.3168 16.44 9.56875 9.12639 8.88787 8.82675 7.68203 7.66423 8.03613 7.32696 7.62663 7.47998 8.82935 8.31243 7.043 6.68505 10.4592 7.90485 7.79877 8.33709 9.29694 7.57516
threshold=0.93039727210998546 1015.6499938964845 39.045000076293952 0.62855142354965221 -0.99379870295524586 310.28662109375006 0.70129767060279857 7.9249999523162851 238.3847579956055 14.949999809265138 0.29361619055271154 0.94260558485984813 9.4499998092651385 1.2549999952316286 19.94999980926514 0.91138482093811046 0.89267566800117504 8.1500000953674334 0.82781571149826061 -0.63605400919914235 0.84356722235679638 6.8750000000000009 347.50000000000006 13.84999990463257 -0.69191899895668019 0.81769821047782909 -0.67404952645301808 11.550000190734865 1.3350000381469729 0.93922036886215221
decision_type=2 2 2 2 2 2 2 2 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 -1 7 10 -9 -10 11 -7 13 -12 17 16 -11 18 -14 20 -20 23 -13 26 -25 -26 27 28 -21 -29
right_child=1 -3 -4 -5 -6 6 -8 8 9 15 12 22 14 -15 -16 -17 -18 -19 19 21 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=2.9046213388099687e-05 -0.018162254678548401 0.0004074135054464993 0.012832579283147223 -0.0081541516735133459 -0.0015202745885936591 -0.0019424131150077792 0.00079802442158869455 0.0010094494837649224 -0.0018051248760324182 -0.0072365207909534232 0.00011458538828241544 0.0024064552436476976 0.00061358534243404145 -0.0057312880726217057 0.012884588832131181 -0.020121498165482823 0.0097269260570126258 -0.0025888180700546302 0.0018269695956265562 -0.0023343938102944116 -0.0033465113339422852 0.0018756615643462074 -0.002105367106400888 -0.0013095291655483233 -0.0004848074817539569 0.0085809109897210384 -0.002322451644916592 -0.0016288025316347644 0.010305694789614739 0.019942350579159603
leaf_weight=1214139 43 1173 36 597 789 14105 19588 2857 5435 1601 1248 2460 35862 1338 117 110 73 2499 1040 222 3984 4087 1334 1392 376 667 6260 1314 422 42
leaf_count=1214139 43 1173 36 597 789 14105 19588 2857 5435 1601 1248 2460 35862 1338 117 110 73 2499 1040 222 3984 4087 1334 1392 376 667 6260 1314 422 42
internal_value=-1.39964e-06 -0.00223982 -0.00435941 -0.00479251 -0.00238038 3.0651e-06 -0.000287849 -0.000527256 -0.00198649 -0.00317216 -0.000340593 -0.00135686 -4.17575e-05 -0.00291008 8.55069e-05 -0.00733687 -0.00649678 5.97622e-05 0.00017866 -0.000608844 -0.00227557 -4.23693e-05 0.000820063 -0.000775328 0.00152703 0.00531273 -0.00145405 0.00126405 0.0059484 -0.000960669
internal_weight=1.32521e+06 2638 1465 1429 832 1.32257e+06 108433 88845 10076 7219 78769 17899 60870 2586 58284 1784 1674 58167 55668 19806 5024 14782 3794 10695 2435 1043 8260 2000 644 1356
internal_count=1325210 2638 1465 1429 832 1322572 108433 88845 10076 7219 78769 17899 60870 2586 58284 1784 1674 58167 55668 19806 5024 14782 3794 10695 2435 1043 8260 2000 644 1356
is_linear=0
shrinkage=0.05


Tree=271
num_leaves=31
num_cat=1
split_feature=90 31 56 64 103 84 74 39 110 136 66 78 31 38 37 54 12 79 56 60 120 20 135 39 100 66 111 32 1 117
split_gain=4.78111 6.6536 5.5177 4.22964 4.4794 3.84224 4.85686 3.77274 8.98903 12.9121 19.0662 13.933 10.9696 10.8977 12.4497 9.82014 9.53887 12.7925 8.97931 8.82962 8.63981 8.75283 8.43145 8.31878 7.7327 8.01711 7.673 14.1257 12.5237 10.1101
threshold=0.93039727210998546 1014.0499877929689 339.84855651855474 29.744999885559086 -0.34853900969028467 0.86355328559875499 0.5321185588836671 13.150000095367433 0.016504334285855297 0 4.0250000953674325 0.99500000476837169 1023.2500000000001 14.84999990463257 18.250000000000004 8.4049997329711932 1.4650000333786013 1.4750000238418581 290.88520812988287 0.61299514770507824 -0.66259482502937306 7.1749999523162851 1016.6499938964845 14.050000190734865 -0.62829348444938649 0.63499999046325695 0.12005455791950227 10.449999809265138 148.50000000000003 0.39873388409614569
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=7 2 3 4 -2 6 -3 26 9 10 12 15 16 20 18 -12 17 -9 22 -16 21 -13 -15 -18 25 -10 27 -1 29 -29
right_child=1 5 -4 -5 -6 -7 -8 8 24 -11 11 13 -14 14 19 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00061983027801559365 0.0013381123965172128 -0.001752989228474233 -0.029024048801511527 0.010043089857082004 -0.0072504809926377256 -0.003699549245933003 0.004850777457587177 0.001001881063587223 -0.0037394903802439004 0.00019213602076979287 -0.021780529763566814 0.0094444392297956502 -0.0091965572650995892 0.0048208711900152561 -0.0067745856393134759 -0.0029864542190289989 -0.0025085981409933133 0.01020123548868789 0.00014271306476409268 0.0061174557044099765 -0.00033503286474415793 0.0015085582172782606 -0.011758312585208423 0.0053374317034291536 4.4035257253773596e-05 -0.00058809749986369036 -2.6914472231738082e-05 -0.0016017663121798064 -0.000503960031010825 -0.0049007393315688786
leaf_weight=17662 191 566 24 46 740 523 548 513 2250 67436 108 441 132 4552 532 195 538 1435 1548 177 10536 1638 78 908 639185 19585 503367 12172 34714 2870
leaf_count=17662 191 566 24 46 740 523 548 513 2250 67436 108 441 132 4552 532 195 538 1435 1548 177 10536 1638 78 908 639185 19585 503367 12172 34714 2870
internal_value=-1.32965e-06 -0.00212782 -0.00533903 -0.00475721 -0.00548848 -0.000164221 0.00149554 2.91185e-06 7.64949e-05 0.000543071 0.00155666 0.000954231 0.00494485 0.00111954 0.00271919 -0.00968533 0.00549484 0.00777861 0.00343936 -0.00355612 0.000246224 0.00319193 0.00454157 0.00241823 1.24277e-05 -0.000912835 -9.40051e-05 -0.000594928 -0.00102613 -0.00223121
internal_weight=1.32521e+06 2638 1001 977 931 1637 1114 1.32257e+06 751787 90767 23331 19805 3526 19502 6887 303 3394 1948 6178 709 12615 2079 4630 1446 661020 21835 570785 67418 49756 15042
internal_count=1325210 2638 1001 977 931 1637 1114 1322572 751787 90767 23331 19805 3526 19502 6887 303 3394 1948 6178 709 12615 2079 4630 1446 661020 21835 570785 67418 49756 15042
cat_boundaries=0 1
cat_threshold=1795
is_linear=0
shrinkage=0.05


Tree=272
num_leaves=31
num_cat=0
split_feature=90 31 56 64 103 71 39 39 81 54 66 56 23 29 129 127 20 54 12 34 100 33 106 37 55 53 86 124 120 93
split_gain=4.31495 6.00488 4.97972 3.81725 4.13005 3.67179 6.46787 8.56081 9.26885 6.46389 8.4132 6.45177 6.72325 6.52068 5.75118 6.24261 6.18104 9.00313 5.57662 10.0376 7.51354 9.42491 6.95208 10.396 8.70312 6.57735 6.35355 7.35271 6.698 7.35113
threshold=0.93039727210998546 1014.0499877929689 339.84855651855474 29.744999885559086 0.38545592129230505 318.10951232910162 9.1500000953674334 8.0500001907348651 302.78907775878912 0.57499998807907116 2.9650000333786015 302.65899658203131 5.5250000953674325 1019.5499877929689 335.50000000000006 0.44618082046508795 5.4749999046325692 0.034999999217689044 3.1750000715255742 5.9500000476837167 0.7615632712841035 16.050000190734867 -0.66672578454017628 16.550000190734867 14.204999923706056 5.0850000381469735 0.84291589260101329 1.0000000180025095e-35 -0.49240480363368982 0.84000840783119213
decision_type=2 2 2 2 2 2 2 2 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 -1 7 8 -7 10 -8 13 -13 -9 15 16 -12 -18 20 25 -11 26 23 -23 -25 -20 27 -22 29 -28
right_child=1 -3 -4 -5 -6 6 9 11 -10 18 14 12 -14 -15 -16 -17 17 -19 19 -21 21 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=1.8822879571895875e-05 -0.0019370673447746457 -0.00015601016756383747 -0.027572846505790949 0.0095409352720510123 -0.0085983728386149604 -0.015573182509897253 -0.00054482029371233397 -0.0019772927200484305 0.0037722084133198861 -0.00018134344772939952 0.015307474135624943 0.0093450842521570886 -0.016227614256116539 -0.015279726331216208 0.019765134534315654 0.004677752117411278 -0.027918080240488054 -0.0014885714607946392 -0.02980941738002002 0.0011227565793417514 -0.0030062129390719802 0.01757018286449721 0.0067878640439056033 -0.0032221268385995271 -0.029662110578072699 -0.0053995528302856546 -0.0035738745369265322 0.0013983616605048191 -0.001703512032500858 -0.010301341319111382
leaf_weight=1275204 473 1637 24 46 458 71 2568 595 484 20990 48 29 226 109 54 1703 35 406 40 6216 1569 49 543 172 38 89 2833 2392 5635 474
leaf_count=1275204 473 1637 24 46 458 71 2568 595 484 20990 48 29 226 109 54 1703 35 406 40 6216 1569 49 543 172 38 89 2833 2392 5635 474
internal_value=-1.2631e-06 -0.00202143 -0.00507208 -0.00451935 -0.00521406 2.76633e-06 -0.000429495 -0.00364489 0.00129739 -0.00032333 0.00140999 -0.00650512 -0.0133193 -0.0040369 0.00364506 0.00324794 -0.00173156 -0.00358615 -0.000526649 0.000836268 -0.000775898 -0.00168649 0.0035728 -0.00316767 -0.0080065 -0.0129685 -0.00201339 -0.000346344 -0.00275184 -0.00453814
internal_weight=1.32521e+06 2638 1001 977 931 1.32257e+06 47368 1514 555 45854 4814 959 255 704 2246 2192 489 441 41040 6345 34695 13705 802 259 210 129 12903 3961 8942 3307
internal_count=1325210 2638 1001 977 931 1322572 47368 1514 555 45854 4814 959 255 704 2246 2192 489 441 41040 6345 34695 13705 802 259 210 129 12903 3961 8942 3307
is_linear=0
shrinkage=0.05


Tree=273
num_leaves=31
num_cat=1
split_feature=90 31 56 29 84 92 85 35 31 20 69 88 35 43 22 38 89 88 126 52 28 11 72 77 25 136 94 99 21 84
split_gain=3.89425 5.4194 4.4942 3.60883 3.46762 5.03548 4.53413 3.85793 3.67338 4.30662 3.4347 10.1058 9.46173 9.61323 8.56037 12.4381 7.00111 6.95759 6.42731 6.34734 7.40483 7.63406 6.77428 5.98483 5.96538 5.753 5.65641 5.38977 5.36997 7.00595
threshold=0.93039727210998546 1014.0499877929689 339.84855651855474 1015.9500122070314 0.86355328559875499 -0.2853140383958816 0.87663966417312633 10.949999809265138 1018.3500061035157 5.0950000286102304 310.28662109375006 -0.8716193139553069 6.8500001430511483 8.7500000000000018 7.9849998950958261 14.250000000000002 -0.96748483180999745 -0.40953627228736872 -0.89490029215812672 6.8750000000000009 1018.1499938964845 7.4500000476837167 0.90518885850906383 1.075000047683716 323.50000000000006 0 0.081485465168952956 -0.75746884942054737 5.8849999904632577 0.78047475218772899
decision_type=2 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=10 2 3 -2 5 6 -3 -7 9 -6 -1 14 27 16 19 18 17 -14 25 20 22 24 -12 -18 -22 -16 -23 -13 29 -29
right_child=1 4 -4 -5 8 7 -8 -9 -10 -11 11 12 13 -15 15 -17 23 -19 -20 -21 21 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.6707718749566561e-05 -0.003725213753978867 -0.0024756401700307702 -0.026194204374526936 -0.020546439784635426 -0.019694006811827425 0.014299986864970896 0.021171509031028976 0.0030353258328642161 0.0035269557284770409 -0.0039658750052608193 -0.00033988536215941005 -8.9429249465619129e-05 -0.0002062879406798114 -0.0025400707201750769 0.00058148301914485729 -0.0068468963861536046 -0.013456876892357684 -0.0039152262984466285 -0.00049038860218045298 0.00071249110198452943 0.00071762454297975495 -0.008768739394734857 -0.0046243743768328146 0.00040117558568474168 -0.0051080306872221025 -0.014352348538856191 -0.0033144545808462297 -0.023830205769918397 -0.0070657549295220197 0.0081923430705936554
leaf_weight=1214139 944 584 24 33 50 93 21 416 137 336 14781 686 3796 3245 113 1458 78 1896 2730 6182 1642 681 984 66736 600 156 1574 20 958 117
leaf_count=1214139 944 584 24 33 50 93 21 416 137 336 14781 686 3796 3245 113 1458 78 1896 2730 6182 1642 681 984 66736 600 156 1574 20 958 117
internal_value=-1.19994e-06 -0.00192036 -0.00481848 -0.00429338 -0.00014821 0.00142857 -0.00165483 0.00509351 -0.00350677 -0.0060032 2.62801e-06 -0.000266996 3.77381e-05 0.000122432 -0.00103159 -0.00305867 0.000241592 -0.00144173 -0.00121698 -0.000689932 -0.00111782 -0.00290748 -0.000607309 0.000384997 -0.000841427 -0.00859096 -0.00496162 -0.00356454 -0.00574164 0.00351752
internal_weight=1.32521e+06 2638 1001 977 1637 1114 605 509 523 386 1.32257e+06 108433 77532 75751 30901 4457 72506 5692 2999 26444 20262 4497 15765 66814 2242 269 2255 1781 1095 137
internal_count=1325210 2638 1001 977 1637 1114 605 509 523 386 1322572 108433 77532 75751 30901 4457 72506 5692 2999 26444 20262 4497 15765 66814 2242 269 2255 1781 1095 137
cat_boundaries=0 1
cat_threshold=148
is_linear=0
shrinkage=0.05


Tree=274
num_leaves=31
num_cat=0
split_feature=89 132 10 53 58 76 35 75 21 17 64 85 98 70 83 2 53 70 2 87 68 20 39 92 87 100 13 29 29 56
split_gain=3.52658 8.06388 6.97804 6.15461 7.05902 5.61151 5.30988 5.03255 5.54623 5.09347 6.30997 5.1351 5.48009 5.9507 4.60595 4.56081 7.60194 7.31839 4.61236 4.80679 5.61122 4.53048 4.48228 4.45178 4.47292 5.62856 4.35811 5.72969 4.31969 4.9459
threshold=1.0000000180025095e-35 1016.9500122070314 13.150000095367433 0.54500001668930065 111.06040954589845 26.765000343322757 9.0500001907348651 0.64494484663009655 6.5850000381469735 10.405000209808351 30.744999885559086 0.73478642106056224 -0.94624021649360646 284.30519104003912 153.78969573974612 306.50000000000006 2.6950000524520878 294.17280578613287 324.50000000000006 0.78521540760993969 301.03646850585943 5.7950000762939462 13.150000095367433 -0.2853140383958816 0.83979633450508129 0.76709935069084179 1.5649999976158144 1017.2500000000001 1015.4500122070314 234.88694763183597
decision_type=2 2 2 2 2 2 2 2 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 15 6 26 8 -6 10 11 12 13 -9 -13 -5 17 18 19 -17 22 -14 -21 -16 25 -25 -2 -28 -20 -30
right_child=1 2 -4 4 7 -7 -8 9 -10 -11 -12 14 21 -15 23 16 -18 -19 28 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=1.3652024437980255e-05 0.016870530498824244 0.013834665413570715 -0.016233174081679121 -0.0070267564984069835 -0.00054946363402939976 0.0049672407616618347 6.8893199906786728e-05 0.0081235136102665879 -0.0023561938054745945 0.0017425024164264237 0.0060669797920999084 0.020169154626245685 -0.019113206848502162 0.035458532921396772 -0.00032377874988497068 -0.007128628268837929 -0.0071969847408376031 -0.0033705647340380091 -0.010106054412400617 -0.0067074698620829092 0.030944849204008834 0.003456615040308115 0.017107249147468997 -0.0020376129016683527 -0.0042037433896165537 0.0088937028702172748 -0.012393794004761038 0.012436010034826514 0.0186884176897128 -0.0064604927950045648
leaf_weight=1282985 87 157 22 683 14633 792 4433 85 5985 3705 363 26 25 26 7604 25 398 344 56 29 46 201 62 454 1651 159 42 52 46 34
leaf_count=1282985 87 157 22 683 14633 792 4433 85 5985 3705 363 26 25 26 7604 25 398 344 56 29 46 201 62 454 1651 159 42 52 46 34
internal_value=-1.14514e-06 -0.000450749 0.0101392 -0.000495833 -0.000728197 0.00107905 0.000411633 -0.000574031 -0.00107392 0.000146771 -0.000411298 -0.00064115 0.0054284 0.0145263 -0.000847885 -0.00385241 -0.00176771 0.0015981 0.00733373 0.0130332 0.0167124 0.000959953 0.00951794 -0.00090326 -0.00284954 0.000797753 0.00880591 0.00134184 0.000544643 0.00800013
internal_weight=1.32521e+06 42225 179 42046 36640 5406 4614 34917 20618 14299 10594 10231 337 111 9894 1723 1040 642 298 162 137 226 91 9868 2264 613 181 94 136 80
internal_count=1325210 42225 179 42046 36640 5406 4614 34917 20618 14299 10594 10231 337 111 9894 1723 1040 642 298 162 137 226 91 9868 2264 613 181 94 136 80
is_linear=0
shrinkage=0.05


Tree=275
num_leaves=31
num_cat=3
split_feature=8 10 82 136 123 78 69 37 22 121 33 60 22 9 59 69 63 89 74 105 136 11 38 54 136 35 60 74 113 31
split_gain=3.34624 8.23521 16.6016 9.2624 8.05 7.73488 7.54915 6.2497 6.13539 5.97158 5.86651 6.64008 6.23205 5.60068 5.38127 5.26288 8.78543 7.44199 8.55746 8.36535 8.97772 7.65 7.42156 7.12729 6.24312 6.35939 6.13897 5.953 5.83187 6.45095
threshold=10.650000095367433 10.250000000000002 257.69358825683599 0 -0.71322327852249134 3.4750000238418584 337.29052734375006 9.4499998092651385 4.5750000476837167 -0.90255093574523915 15.84999990463257 0.35506081581115728 5.4049999713897714 10.449999809265138 233.1418151855469 310.83691406250006 0.2717235684394837 -0.80087691545486439 0.80684792995452892 -0.80800876021385182 1 0.75000000000000011 15.449999809265138 21.675000190734867 2 14.84999990463257 0.77289551496505748 0.94534701108932506 -0.49240480363368982 1014.6499938964845
decision_type=2 2 2 1 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
left_child=15 2 -2 8 5 14 -3 -8 -4 -6 11 13 -12 -7 -5 -1 22 18 23 -20 -21 -22 24 -18 -17 -26 27 -23 -19 -30
right_child=1 6 3 4 9 10 7 -9 -10 -11 12 -13 -14 -15 -16 16 17 28 19 20 21 26 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-1.2915514338375433e-05 -0.00011579408067419498 -3.6271617719884384e-05 0.0063043367479177605 0.020867991517080325 0.0076878264804261746 0.0038878128649804766 -0.0055464858546593158 0.0045541497456235173 -0.00039559148346658425 0.0014332304216420162 0.0077482020690362767 0.0028463054781585483 -0.0042315423326794261 0.011665754387875961 0.0065384699760511868 -0.0026082562640265231 0.00036475864044810782 0.00048570010873675635 -0.0040439553870985495 0.0013960150200470975 0.0024871253955937463 -0.0030315920036476478 -0.0051836662547893909 -0.0042484020131407048 -0.00029953681682606147 0.0085799969217324381 0.00145426446962248 -0.017605282059332854 0.00068833338504692225 -0.0024299980790112481
leaf_weight=1007918 32676 181944 360 107 390 456 172 1397 6721 17759 145 2383 432 470 169 4163 11503 31377 3164 2650 832 5354 1443 903 3491 214 806 71 2848 3971
leaf_count=1007918 32676 181944 360 107 390 456 172 1397 6721 17759 145 2383 432 470 169 4163 11503 31377 3164 2650 832 5354 1443 903 3491 214 806 71 2848 3971
internal_value=-4.70798e-06 0.000161896 0.000659759 0.00152197 0.00202154 0.00400573 -6.49137e-06 0.00344688 -5.48878e-05 0.00156763 0.00343128 0.00424252 -0.00122103 0.00783558 0.0120938 -4.25673e-05 -0.000453153 -0.000242776 -0.000908194 -0.00181109 -0.00108373 -0.00201325 -0.00188743 2.89789e-05 -0.00128289 0.000212769 -0.00261739 -0.00322233 0.000197682 -0.00112761
internal_weight=1.32629e+06 245581 62068 29392 22311 4162 183513 1569 7081 18149 3886 3309 577 926 276 1.08071e+06 72790 63479 25283 12877 9713 7063 9311 12406 7868 3705 6231 5425 38196 6819
internal_count=1326289 245581 62068 29392 22311 4162 183513 1569 7081 18149 3886 3309 577 926 276 1080708 72790 63479 25283 12877 9713 7063 9311 12406 7868 3705 6231 5425 38196 6819
cat_boundaries=0 1 2 3
cat_threshold=6212 4117 627
is_linear=0
shrinkage=0.05


Tree=276
num_leaves=31
num_cat=2
split_feature=28 93 17 28 55 121 111 38 132 78 63 12 33 92 28 3 55 62 17 136 71 15 86 136 30 93 37 65 21 111
split_gain=3.1076 6.02637 4.09449 4.64019 3.7098 7.82239 8.29664 13.9786 11.2092 9.55172 9.10365 7.7851 11.0804 9.58199 14.933 16.1378 8.90378 10.112 12.8496 10.5068 9.64036 8.46923 7.43753 7.38195 7.2978 7.52988 7.14805 8.33314 9.95666 6.96168
threshold=1027.049987792969 0.16268131881952289 12.50999975204468 1029.1499633789065 11.984999656677248 -0.94828754663467396 -0.12911281734704969 14.150000095367433 1016.9500122070314 19.48499965667725 0.73381826281547557 2.4850000143051152 3.6999999284744267 -0.18975391983985898 1009.8500061035157 305.50000000000006 30.545000076293949 0.71840181946754467 15.405000209808351 0 306.49880981445318 2.3649998903274541 0.88211509585380565 1 1012.6499938964845 0.81162375211715709 18.150000572204593 7.6649999618530282 6.9649999141693124 -0.39714199304580683
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 1 2 2 2 2 2 2
left_child=4 2 3 -2 29 -6 7 9 23 -7 11 12 21 14 15 -13 24 18 19 -18 -21 -8 -17 -9 25 -14 -26 -28 -29 -1
right_child=1 -3 -4 -5 5 6 10 8 -10 -11 -12 13 16 -15 -16 22 17 -19 -20 20 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=0.00075226475717512804 0.0024222088087730012 0.00022013794718356682 0.00080253243135464222 0.0079405741242471774 0.0011740776932016739 -0.0021749722189338739 -0.010061073892768571 0.0024063496956214497 -0.013918470512495363 -0.00029971910886557627 0.00024063142004591317 0.0052088246413103164 -0.0022371377134272493 -0.00016349748255223534 0.0015441444950606851 0.012033324239554962 -0.0018934227303783525 0.00035957026762860914 0.00019609250141732401 -0.0068641501760892086 -0.01627510289325344 0.0017837228636234635 0.039725034806265762 -0.00067138009373878199 -0.00050849068804103301 -0.014807051369197272 -0.00095865099592344453 0.02425363213830703 0.0048972801171867806 -3.7943977287382199e-07
leaf_weight=31625 1178 17894 1793 563 9630 18077 572 4619 126 10876 80229 187 3798 28960 1347 38 736 1522 949 985 376 205 67 3362 26960 123 639 74 650 1078129
leaf_count=31625 1178 17894 1793 563 9630 18077 572 4619 126 10876 80229 187 3798 28960 1347 38 736 1522 949 985 376 205 67 3362 26960 123 639 74 650 1078129
internal_value=-4.47304e-06 0.000592776 0.00247958 0.00420672 -1.42809e-05 -0.000215348 -0.000287487 -0.000956701 0.000878423 -0.00147055 -0.000120383 -0.000545147 -0.00102717 4.6994e-05 0.00376623 0.0140168 -0.000902455 -0.00296842 -0.00463133 -0.00681598 -0.00939506 -0.006936 0.0297033 0.00111203 -0.000609769 -0.00263145 -0.00032989 0.0032028 0.00687569 2.10689e-05
internal_weight=1.32629e+06 21428 3534 1741 1.30486e+06 195107 185477 37060 8107 28953 148417 68188 37589 30599 1639 292 36812 4568 3046 2097 1361 777 105 7981 32244 3921 28323 1363 724 1.10975e+06
internal_count=1326289 21428 3534 1741 1304861 195107 185477 37060 8107 28953 148417 68188 37589 30599 1639 292 36812 4568 3046 2097 1361 777 105 7981 32244 3921 28323 1363 724 1109754
cat_boundaries=0 1 2
cat_threshold=6258 5953
is_linear=0
shrinkage=0.05


Tree=277
num_leaves=31
num_cat=0
split_feature=131 37 55 38 53 102 15 58 77 88 55 79 131 99 37 78 35 107 94 60 34 13 89 55 61 60 135 64 23 102
split_gain=3.27025 8.11099 12.2105 7.54331 7.22009 9.91785 9.66852 6.03307 8.89815 8.26427 5.56481 5.38856 5.30444 6.22046 8.06569 7.7749 8.39348 11.5081 9.15998 7.11178 7.72803 7.26592 6.53239 6.02644 6.00096 5.79578 5.537 7.67131 5.26898 5.89693
threshold=333.50000000000006 15.550000190734865 1.5549999475479128 11.250000000000002 1.935000002384186 -0.80078229308128346 1.735000014305115 167.30195617675784 11.965000152587892 -0.86185866594314564 2.1149998903274541 6.0050001144409189 312.50000000000006 -0.91586345434188832 15.449999809265138 15.295000076293947 12.150000095367433 -0.77803561091423024 0.14602827280759814 0.72242793440818798 14.650000095367433 2.554999947547913 -0.99940201640129078 15.074999809265138 0.41700656712055212 0.45630867779254919 1010.3500061035157 67.99499893188478 4.8750000000000009 -0.68161553144454945
decision_type=2 2 2 2 2 2 2 2 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 3 -3 -2 6 11 10 -4 -9 -10 -5 -6 -1 -14 15 28 17 -17 23 20 22 -22 -20 -18 -16 -23 -24 -28 -15 -30
right_child=1 2 7 4 5 -7 -8 8 9 -11 -12 -13 13 14 24 16 18 -19 19 -21 21 25 26 -25 -26 -27 27 -29 29 -31
leaf_value=-7.2495368786203377e-07 -0.0020427872894343371 -0.013246854882302653 0.02436283731367439 -0.002195884712327009 0.0058727291370318695 0.0012513233589002725 0.0095117935741444171 0.0020823424079075203 -0.024811220026740265 -0.0038543882014868687 0.014192350755911321 0.039495150974163645 -0.0025864791092637431 -0.0058562541590519972 -0.0093812704707396909 -0.0043900541934145509 -0.00038578271991768237 0.0066242213076035707 0.016557641878076221 -0.00018707781263948959 0.01952445555539073 -0.028804675065912305 0.011361870705150068 0.01905146471292871 -0.0016858938689275887 0.0030428012013435368 -0.010159371680742661 -0.033806416969228946 0.014093903952204898 0.0022086773961144052
leaf_weight=1304846 1219 230 24 379 22 5148 699 649 62 195 60 26 4254 195 367 368 1457 667 23 427 46 20 28 41 818 50 725 36 108 3100
leaf_count=1304846 1219 230 24 379 22 5148 699 649 62 195 60 26 4254 195 367 368 1457 667 23 427 46 20 28 41 818 50 725 36 108 3100
internal_value=-4.24945e-06 0.000961235 -0.00293149 0.00155909 0.00225228 0.00146226 0.00585944 -0.00038038 -0.00103583 -0.00891012 4.39652e-05 0.0240849 -1.06341e-05 -0.00102634 -0.000243323 0.000378492 -0.00114905 0.00270803 -0.0025483 -0.00552718 -0.00798432 0.00408769 -0.00970889 0.000146211 -0.00406919 -0.00605648 -0.0104746 -0.011278 0.00212374 0.0026088
internal_weight=1.32629e+06 8713 1160 7553 6334 5196 1138 930 906 257 439 48 1.31758e+06 12730 8476 7291 3888 1035 2853 1355 928 116 812 1498 1185 70 789 761 3403 3208
internal_count=1326289 8713 1160 7553 6334 5196 1138 930 906 257 439 48 1317576 12730 8476 7291 3888 1035 2853 1355 928 116 812 1498 1185 70 789 761 3403 3208
is_linear=0
shrinkage=0.05


Tree=278
num_leaves=31
num_cat=2
split_feature=8 10 81 136 15 97 8 120 69 105 32 11 40 53 133 96 16 136 66 29 94 12 30 38 77 53 37 32 54 12
split_gain=3.04512 11.7052 22.0328 14.1788 10.4637 7.85844 7.48563 6.06779 5.9806 11.0943 11.8888 10.968 12.0509 9.98006 8.74675 8.55098 9.1344 8.15457 7.98248 7.7526 7.90526 7.49151 7.47544 10.9913 7.40241 7.33352 7.21173 8.47638 6.8662 9.2333
threshold=8.1500000953674334 8.3499999046325701 255.26343536376956 0 1.5149999856948855 -0.91524341702461232 11.949999809265138 0.50751903653144848 301.75350952148443 -0.80987426638603199 12.84999990463257 5.4500000476837167 11.34999990463257 1.0000000180025095e-35 1014.8500061035157 -0.6610654592514037 11.775000095367433 1 67.635002136230483 1012.3500061035157 0.95321011543273937 3.054999947547913 1011.3500061035157 17.050000190734867 32.114999771118171 0.50499999523162853 8.6500000953674334 9.6500000953674334 24.265000343322757 1.7150000333786013
decision_type=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 2
left_child=8 2 5 4 -4 7 -5 -2 24 10 25 12 13 -11 17 16 22 18 19 20 -12 -17 -13 -24 -1 -10 -27 -28 29 -15
right_child=1 -3 3 6 -6 -7 -8 -9 9 11 14 15 -14 28 -16 21 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-1.6573244349545625e-05 -0.00088839817593423093 -4.2928218254165805e-05 0.0038853265519725004 0.00038407288708211285 0.0015026961698363559 6.6884821223811669e-05 0.00299438336622438 -0.0045559179186676589 0.0060799347008015595 -0.012970703689003349 -0.00024882093134924997 -0.0016248873490569621 -0.0050459284400835112 9.3177571167749089e-05 0.0028107122369207599 -0.0025821041175523186 -0.0014070898021373091 -0.0010431187123608708 -0.017064098338365998 -0.0037346454177480358 -0.022648090565344323 0.0019514049731679456 0.00069293080471494585 0.0066777752089835904 0.0027361960531938796 -0.0098587155722667883 0.0022395454555002533 -0.000671199665460688 -0.0009070084125831308 0.001806189415402337
leaf_weight=762942 4098 338193 7035 28716 13357 51040 3037 1556 455 133 2584 3193 935 14390 945 7568 9857 9444 101 7750 40 1036 11697 821 2450 197 2930 17089 5348 17352
leaf_count=762942 4098 338193 7035 28716 13357 51040 3037 1556 455 133 2584 3193 935 14390 945 7568 9857 9444 101 7750 40 1036 11697 821 2450 197 2930 17089 5348 17352
internal_value=-4.03697e-06 0.000102216 0.00055322 0.001295 0.00232354 -0.000129041 0.000633535 -0.00189771 -5.80582e-05 -0.000396147 -0.00104744 -2.21471e-05 0.000560514 0.000701342 -0.00188944 -0.000672773 -0.00021395 -0.00211243 -0.00307257 -0.00293931 -0.000590273 -0.00203623 0.000534619 0.00108545 -7.7617e-06 -0.000197574 -0.000338862 -0.00024518 0.000750368 0.00102961
internal_weight=1.32629e+06 447032 108839 52145 20392 56694 31753 5654 879257 113865 41535 72330 38158 37223 20864 34172 25568 19919 10475 10374 2624 8604 15711 12518 765392 20671 20216 20019 37090 31742
internal_count=1326289 447032 108839 52145 20392 56694 31753 5654 879257 113865 41535 72330 38158 37223 20864 34172 25568 19919 10475 10374 2624 8604 15711 12518 765392 20671 20216 20019 37090 31742
cat_boundaries=0 1 2
cat_threshold=3472 551
is_linear=0
shrinkage=0.05


Tree=279
num_leaves=31
num_cat=2
split_feature=12 15 82 19 71 9 31 136 21 91 14 12 58 107 79 131 59 107 108 136 8 94 28 88 81 39 54 12 59 84
split_gain=3.01667 12.2401 21.4871 8.26005 7.67333 7.37911 7.09316 7.86722 7.85049 6.5817 6.53163 10.3769 14.4862 9.45377 9.43921 11.0749 8.4502 7.8946 7.24368 7.00366 18.2739 18.1871 18.2856 13.1496 13.9494 12.4523 11.2443 10.689 10.6196 10.3794
threshold=1.9450000524520876 1.5950000286102297 225.94704437255862 15.405000209808351 333.68099975585943 1.2500000000000002 1017.6499938964845 0 8.8450002670288104 -0.28330481052398676 1.6150000095367434 1.6549999713897707 205.6932067871094 -0.53151896595954884 16.085000038146976 106.50000000000001 155.1026306152344 1.0000000180025095e-35 -0.39059840142726893 1 1.0000000180025095e-35 -0.68037950992584217 1019.7500000000001 -0.3120694607496261 280.51512145996099 10.250000000000002 1.3350000381469729 0.88499999046325695 222.16811370849612 0.48931318521499639
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=4 2 -2 5 10 -4 7 8 -7 -9 11 17 -13 16 15 -15 -12 19 -17 20 29 22 23 24 27 -26 -25 -22 -24 -1
right_child=1 -3 3 -5 -6 6 -8 9 -10 -11 13 12 -14 14 -16 18 -18 -19 -20 -21 21 -23 28 26 25 -27 -28 -29 -30 -31
leaf_value=-0.016754464983566069 -0.00034545551995810375 2.9542672430914999e-05 0.0078078164862058156 -0.00020848338204216234 -0.0027260656127269744 0.012786212077504151 0.0011044841549644705 0.0039204076517595004 -0.0097757281177828833 -1.8730385901529568e-05 -0.0034774471378248651 -8.2265966438968782e-06 0.0020403343194586002 -3.2815811255242464e-05 0.0025422153248885709 -0.020015964273918878 -0.00057099093519455987 -0.0025191712336395545 -0.0018137378216765466 -9.4056475060738193e-05 0.021747640130445035 2.8333086496146466e-05 0.0097954478584851897 -0.004463581844837099 0.041238927915692336 0.0017566648860163178 0.00060184746772801417 0.0057669261954499543 0.00095715268723541762 -0.0020139274322817716
leaf_weight=122 13878 529919 720 2585 2706 373 4794 5530 43 1312 2566 20381 14967 101510 3617 114 98424 3156 105 431051 114 52989 1031 1204 20 13460 12165 1274 507 5652
leaf_count=122 13878 529919 720 2585 2706 373 4794 5530 43 1312 2566 20381 14967 101510 3617 114 98424 3156 105 431051 114 52989 1031 1204 20 13460 12165 1274 507 5652
internal_value=-3.83552e-06 8.44897e-05 0.00108047 0.00236907 -6.82146e-05 0.00289075 0.002597 0.00358283 0.0102087 0.00316043 -5.8806e-05 3.00622e-05 0.000859172 -0.000299175 3.21967e-05 -5.70476e-05 -0.00064484 -2.60022e-05 -0.0112889 -1.08586e-05 0.00039416 0.000583935 0.00157271 0.00128353 0.00230668 0.00181524 0.00014566 0.00707946 0.00688191 -0.00232538
internal_weight=1.32629e+06 559154 29235 15357 767135 12772 12052 7258 416 6842 764429 558093 35348 206336 105346 101729 100990 522745 219 519589 88538 82764 29775 28237 14868 13480 13369 1388 1538 5774
internal_count=1326289 559154 29235 15357 767135 12772 12052 7258 416 6842 764429 558093 35348 206336 105346 101729 100990 522745 219 519589 88538 82764 29775 28237 14868 13480 13369 1388 1538 5774
cat_boundaries=0 1 2
cat_threshold=16 1792
is_linear=0
shrinkage=0.05


Tree=280
num_leaves=31
num_cat=2
split_feature=92 126 136 89 9 103 92 60 89 136 104 65 12 62 39 32 22 115 31 85 83 35 73 95 103 14 99 35 85 35
split_gain=3.79105 6.92729 7.55483 7.96184 7.32604 6.48033 5.86355 11.4523 15.8911 11.6374 15.6746 11.4078 10.2225 12.3486 12.2553 12.2218 11.7135 10.1932 9.82737 8.42455 8.03759 10.6173 8.39136 8.32303 7.77736 9.62733 6.56573 6.54297 6.50152 6.47492
threshold=-0.99023586511611927 0.82409480214118969 0 -0.94796437025070179 14.750000000000002 0.87188714742660534 -0.71703550219535817 0.30812790989875799 -0.84491056203842152 1 -0.99143290519714344 0.15500000119209292 1.3350000381469729 0.57836765050888073 10.150000095367433 12.84999990463257 4.6849999427795419 -0.8338540494441985 1016.2500000000001 0.74527525901794445 310.25053405761724 9.3499999046325701 0.70786368846893322 -0.38361859321594233 -0.85343459248542775 2.3750000000000004 -0.87471944093704213 11.050000190734865 0.83224317431449901 14.949999809265138
decision_type=2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 7 17 28 10 18 -11 13 16 -15 29 -12 -2 26 -16 22 -22 23 -13 25 -8 -10 -20 -9 -14
right_child=6 2 3 4 -6 -7 24 8 9 11 12 20 15 14 19 -17 -18 -19 27 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00078255340844320814 0.0027405157917768635 0.0056116171936984871 -0.0070317743472239642 0.00061279227728328978 0.020654750867422834 -0.0061409604340828825 -0.0022939107171098421 -0.00021439869794232194 0.0069797228614334019 -0.0067891239382820955 -0.0036930632779190137 0.00041046862803950423 0.0019800139135404643 0.037489184423942459 0.0039575835768912966 -0.00035467127695764159 0.0038570815218025643 0.00056351767306618789 0.035197809389369054 -0.00082114281933196986 -0.0057376218488619443 0.0018767710567168844 -0.0012518068642134554 -0.0020135417787220541 -1.9687281274163015e-05 0.0022123838221381285 -0.0024200046186520652 0.011705463968739041 -0.0022933379633050181 0.023241322085959838
leaf_weight=25520 8173 752 347 5195 46 577 7069 6627 556 633 555 32186 6756 22 1143 20492 6905 15717 33 4776 487 7637 15340 3979 1143855 1424 279 291 8695 36
leaf_count=25520 8173 752 347 5195 46 577 7069 6627 556 633 555 32186 6756 22 1143 20492 6905 15717 33 4776 487 7637 15340 3979 1143855 1424 279 291 8695 36
internal_value=-6.98924e-06 -0.000540879 0.000941577 0.000302527 0.0007887 -0.000901027 6.39735e-06 0.000310368 0.000107348 0.000332664 0.000973123 -0.000112193 0.000810022 0.0019409 0.000240111 0.000254572 0.00329538 0.00130829 0.00670696 0.000101662 -4.13319e-05 0.00142032 -0.000271882 0.000143771 -3.08801e-05 -0.00153835 0.00383898 0.0140982 -0.00139416 0.00209271
internal_weight=1.3261e+06 32437 6340 5588 5241 26097 1.29367e+06 141318 117428 102106 41844 60262 40685 13401 5941 27284 7460 23890 1159 5919 59629 8124 51505 36165 1.15235e+06 8493 835 324 15322 6792
internal_count=1326103 32437 6340 5588 5241 26097 1293666 141318 117428 102106 41844 60262 40685 13401 5941 27284 7460 23890 1159 5919 59629 8124 51505 36165 1152348 8493 835 324 15322 6792
cat_boundaries=0 1 2
cat_threshold=1156 3840
is_linear=0
shrinkage=0.05


Tree=281
num_leaves=31
num_cat=0
split_feature=92 126 92 60 93 115 103 79 16 107 27 28 78 24 82 16 79 112 55 62 70 24 63 39 37 36 93 53 63 55
split_gain=3.42028 6.28794 5.29185 10.3357 16.89 9.19938 7.01906 8.97647 6.72205 7.09212 9.11629 10.2658 8.91705 6.68437 6.29879 6.15751 6.42718 6.18926 6.11678 6.10267 6.10348 6.07901 7.2677 6.35728 5.78614 6.66913 6.4893 5.94257 5.93024 5.91457
threshold=-0.99023586511611927 0.78257837891578685 -0.71703550219535817 0.30812790989875799 -0.53780949115753163 -0.8338540494441985 -0.85343459248542775 23.414999961853031 17.029999732971195 -0.8250553011894225 307.50000000000006 1011.6499938964845 2.5849999189376835 329.50000000000006 255.28399658203128 12.50999975204468 1.1649999618530276 -0.50751903653144825 6.3849999904632577 0.83865797519683849 202.7844161987305 284.50000000000006 0.30347988009452825 17.150000572204593 14.250000000000002 16.849999427795414 0.65569519996643078 0.22500000149011615 0.33687680959701544 1.7050000429153445
decision_type=2 2 2 2 2 2 2 2 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 8 -2 7 13 9 10 15 12 -12 24 -14 -5 -17 -18 -15 20 -6 -10 -23 -24 26 29 -4 -27 -28 -26
right_child=2 -3 6 4 19 -7 -8 -9 21 -11 11 -13 14 18 -16 16 17 -19 -20 -21 -22 22 23 -25 25 27 28 -29 -30 -31
leaf_value=-0.00091526723777498025 0.0026034900159093858 0.00069323688009722054 -0.0042785054011712891 -0.00018516330183859816 -0.0044837539587343073 0.00053534180133414156 -1.8702917910853278e-05 0.0022580174360258974 -0.0015789736223535994 0.00097754384186952135 0.022428372539938068 -0.0026079583374367843 0.023282795246814203 0.0029322831110630237 0.00084681607366430276 0.0035682933120528594 0.0021403648350841594 0.0001078249050957693 0.026942872963845732 0.017174997660848828 -0.0010227621017321108 -0.016916520068688053 0.024223990018354426 -0.0028661308460868895 0.0045232130144599852 0.0052535196909798514 -0.0035320741186539335 -0.0035046375332991875 -0.027630594063360814 -0.0013671723263849929
leaf_weight=24340 8173 8097 1467 24508 1367 15717 1143855 1362 5345 39872 52 5424 32 229 1396 2160 5232 13182 30 45 18693 21 67 32 663 206 45 3239 59 1193
leaf_count=24340 8173 8097 1467 24508 1367 15717 1143855 1362 5345 39872 52 5424 32 229 1396 2160 5232 13182 30 45 18693 21 67 32 663 206 45 3239 59 1193
internal_value=-6.63767e-06 -0.000513749 6.07749e-06 0.00029485 0.00010198 0.00124288 -2.93361e-05 -0.00146143 0.000374529 0.000475885 9.11242e-05 -0.00160082 0.00209019 -0.00217184 0.00134958 0.000350234 0.000988007 0.000685334 0.00571343 -0.00121735 -0.00125861 -0.00132911 0.00980037 0.0154676 -0.00246903 -0.0016792 -0.00513413 -0.00298093 -0.0172033 0.00073699
internal_weight=1.3261e+06 32437 1.29367e+06 141318 117428 23890 1.15235e+06 8493 97323 91858 51986 6904 1480 7131 1428 45082 20574 18414 259 20105 20060 5465 120 99 6872 5301 1571 3445 104 1856
internal_count=1326103 32437 1293666 141318 117428 23890 1152348 8493 97323 91858 51986 6904 1480 7131 1428 45082 20574 18414 259 20105 20060 5465 120 99 6872 5301 1571 3445 104 1856
is_linear=0
shrinkage=0.05


Tree=282
num_leaves=31
num_cat=0
split_feature=69 12 124 31 34 72 63 72 33 119 30 67 77 64 18 52 99 7 120 95 42 7 27 84 53 37 10 123 60 94
split_gain=3.45074 6.9916 7.0607 8.84587 10.6643 9.99173 7.04248 7.01174 6.7304 6.62442 7.46891 6.91129 6.28184 7.33299 6.18448 6.69087 7.14856 5.98701 5.86171 9.071 5.74636 6.13493 5.82828 5.15995 5.12312 5.06635 5.81827 5.14035 4.92341 7.24435
threshold=321.47706604003912 3.8149999380111699 0.90255093574523937 1016.4500122070314 7.6499998569488534 0.78093460202217113 0.72221931815147411 0.83933654427528392 12.650000095367433 0.76037701964378368 1017.9500122070314 22.57499980926514 2.5049999952316289 8.9449996948242205 8.0099999904632586 2.4850000143051152 -0.26063543558120722 12.34999990463257 -0.67556449770927418 0.64878529310226452 11.34999990463257 4.1499998569488534 195.50000000000003 0.83482590317726146 2.9650000333786015 13.750000000000002 11.949999809265138 -0.76037701964378346 0.48400303721427923 -0.033801466226577752
decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 7 -2 12 -10 11 17 13 -6 -9 16 -16 28 19 23 21 -14 -23 -17 -8 27 -27 -21 29 -11
right_child=1 -3 -4 4 8 -7 24 14 9 10 -12 -13 20 -15 15 18 -18 -19 -20 25 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=6.3646018202602749e-06 -0.00015427192637072477 0.0021352484590022066 0.00033130696899110363 -0.0017504985677078368 -0.0039567400043939846 -0.021887742043140215 0.018838445440217455 -0.013717159389052542 -0.0018468487044472192 -0.003000407005290872 -0.0030144891870182429 -0.02216377801896835 0.0027058457145679561 -0.036584273639779827 0.0020544160096491039 0.01018875776366754 -0.013769834506772945 -0.032258934400975707 -0.0023731959464895151 0.012847119658475832 -0.024872330669313672 0.014448135537140146 -0.0025323427881720102 -0.006242386343317096 0.0030574208160211881 -0.03872869569723579 -0.014024287448801959 -0.015503370200732112 0.0041820340663252867 -0.016141046422276775
leaf_weight=1294166 9465 2301 10303 110 51 140 56 125 1276 217 608 110 1070 26 976 55 77 25 1617 21 24 52 1792 364 630 44 52 67 80 203
leaf_count=1294166 9465 2301 10303 110 51 140 56 125 1276 217 608 110 1070 26 976 55 77 25 1617 21 24 52 1792 364 630 44 52 67 80 203
internal_value=-6.30578e-06 -0.000519741 -0.00072588 -0.00128928 -0.00292621 -0.0130274 -0.000590482 -0.000853733 -0.00246989 -0.00437754 -0.00697543 -0.0107679 -0.00087606 -0.0149738 -0.00280205 -0.00238519 0.000897277 -0.00838025 -0.00394215 -0.00814943 -0.000506581 -0.000305903 -0.0020535 -0.00408555 0.00434567 -0.0174036 -0.0253471 -0.00873791 -0.00718632 -0.00935172
internal_weight=1.3261e+06 31937 29636 19333 5784 250 13549 12863 5534 2519 1243 635 3015 77 3398 3273 1053 525 2220 603 2938 2914 1844 419 686 184 96 88 500 420
internal_count=1326103 31937 29636 19333 5784 250 13549 12863 5534 2519 1243 635 3015 77 3398 3273 1053 525 2220 603 2938 2914 1844 419 686 184 96 88 500 420
is_linear=0
shrinkage=0.05


Tree=283
num_leaves=31
num_cat=0
split_feature=108 120 38 32 98 15 31 64 53 69 97 74 34 23 79 28 68 62 4 38 81 3 75 38 99 23 53 14 72 15
split_gain=3.2599 6.9647 5.7438 6.54833 4.83656 4.33311 5.33882 5.42655 4.71496 5.28934 4.23646 4.18185 4.01562 3.71091 3.69742 3.55296 3.49209 3.6829 3.44494 6.46358 4.12906 5.29081 6.70273 5.07255 5.41747 5.15075 4.15926 8.45558 4.36599 4.18884
threshold=-0.9929710030555724 -0.095842104405164705 11.34999990463257 11.650000095367433 -0.72373417019844044 1.6050000190734866 1011.0499877929689 4.1949999332427987 14.355000019073488 297.03434753417974 -0.9692653715610503 0.87312394380569469 12.34999990463257 6.7850000858306894 3.8549998998641972 1009.6499938964845 285.54762268066412 0.37537813186645513 14.949999809265138 6.7500000000000009 316.24801635742193 339.50000000000006 0.60604238510131847 9.9499998092651385 -0.48219695687294001 6.1649999618530282 0.064999999478459372 2.435000061988831 0.80311268568038952 2.0249999761581425
decision_type=2 2 2 2 2 2 2 2 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 3 4 -3 6 12 16 10 -10 -7 -12 -4 -1 -9 -5 -8 -18 -2 -20 -21 22 -22 24 26 -26 27 -23 29 -28
right_child=18 2 5 15 -6 8 7 14 9 -11 11 -13 -14 -15 -16 -17 17 -19 19 20 21 23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0072766278408270216 -6.6569629013489767e-06 -0.0044981317516013314 -0.024574082626384639 -0.0056558379145145747 0.0073692537089054787 0.0065183406982991911 0.0028252878097830237 -0.0017603885331865105 -0.0014469175302111292 -0.018487649126860135 -0.00027944028330187664 0.019336382309224326 -0.0074310587207618798 4.6656488090472223e-05 -0.011789365670659444 -0.015442790966946944 -0.025782717991134397 0.00044782599288737405 0.027037563982109231 0.00024300752176388939 0.011356067594926475 0.01366133545525372 0.0028377064076413527 0.0055907418815574301 -0.035500703252851963 -0.0027144332401171003 -0.012900316937042303 -0.025411692981918657 -0.018238093983381987 0.0049975678332659429
leaf_weight=330 1313969 379 42 183 111 386 450 190 1463 47 917 28 183 384 178 188 23 32 24 4683 301 20 992 207 25 23 38 45 28 234
leaf_count=330 1313969 379 42 183 111 386 450 190 1463 47 917 28 183 384 178 188 23 32 24 4683 301 20 992 207 25 23 38 45 28 234
internal_value=-5.99049e-06 -0.0012192 -0.00190455 -0.00560403 -0.00180981 -0.00109591 -0.00376345 -0.00199344 -6.49449e-05 -0.00197732 0.00210462 0.000301769 -0.0106311 0.00338824 -0.00661136 -0.0106153 0.0013717 -0.0105213 -9.24867e-07 0.00113681 0.00104257 0.00299988 0.00482071 -0.000797441 -0.00399927 -0.0197906 -0.0019226 -0.0133892 0.000561841 0.00249713
internal_weight=1.3261e+06 5514 4800 861 490 3939 1098 873 2841 1510 1331 945 225 714 368 371 505 55 1.32059e+06 6620 6596 1913 1293 620 413 48 365 65 300 272
internal_count=1326103 5514 4800 861 490 3939 1098 873 2841 1510 1331 945 225 714 368 371 505 55 1320589 6620 6596 1913 1293 620 413 48 365 65 300 272
is_linear=0
shrinkage=0.05


Tree=284
num_leaves=31
num_cat=3
split_feature=16 24 95 56 24 94 110 58 54 67 39 16 136 28 31 116 136 105 34 104 92 112 109 102 98 36 136 10 81 41
split_gain=3.17053 8.99531 18.2545 16.4481 16.0227 14.2452 11.4454 9.63677 8.07102 9.97975 12.3303 9.81073 11.27 11.5034 13.8227 9.1642 9.5198 8.49053 10.8754 7.75453 7.65267 8.08576 7.44773 13.1162 12.219 8.96381 10.7048 8.79811 8.55454 8.48153
threshold=13.344999790191652 214.50000000000003 -0.35803659260272974 231.39493560791018 288.50000000000006 -0.30926595628261561 0.40133629739284521 244.45706176757815 3.1650000810623173 7.2449998855590829 13.550000190734865 11.775000095367433 0 1019.8500061035157 1017.0499877929689 -0.72534674406051625 1 -0.84184798598289479 12.050000190734865 -0.86311861872673024 0.035715259611606605 -0.19936034083366391 0.60805228352546703 0.61749893426895153 -0.69227829575538624 9.9499998092651385 2 1.2500000000000002 339.23129272460943 7.1499998569488534
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 1 2 2 2
left_child=8 3 4 7 -3 6 -6 -2 -1 10 11 17 -13 14 19 -12 -17 -10 -19 -14 21 -16 23 -11 -24 29 28 -28 -27 -26
right_child=1 2 -4 -5 5 -7 -8 -9 9 22 15 12 13 -15 20 16 -18 18 -20 -21 -22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=3.1106650168042617e-05 -6.4876948564951243e-05 0.00084931810954116862 0.00011479717911096187 -0.0028828664184502055 0.002853546195213965 0.001590012889666873 0.0096383516773243267 -0.0033826785286000072 0.0004894656302482876 -0.00014610691039619147 0.00260487660229611 -0.00017160851147511466 0.00012070321555684424 -0.00090754413098547966 -0.013613204346604638 0.00026340282002995462 -0.0013813828594129291 -0.00022766109767261803 -0.0031198583682687624 -0.0053974651368872192 -0.0061126024282341434 0.012061741872457787 0.00080797435439764398 -0.0018034848255124064 -0.0045459312534043058 0.0022888186527756887 0.0017128509088831058 -0.0019695865850112805 -0.0025110335729202917 -0.025422068440821025
leaf_weight=673250 93638 25455 279788 5807 1127 3272 1386 2241 6574 98839 2640 2612 1095 2000 735 20352 15484 6320 6692 1521 1167 32 42293 13577 756 4464 1943 9819 1172 52
leaf_count=673250 93638 25455 279788 5807 1127 3272 1386 2241 6574 98839 2640 2612 1095 2000 735 20352 15484 6320 6692 1521 1167 32 42293 13577 756 4464 1943 9819 1172 52
internal_value=-5.69097e-06 0.000109323 0.000242793 -0.000298924 0.00138914 0.00376443 0.00659558 -0.000142425 -5.766e-05 -0.000306525 -0.000823479 -0.00160688 -0.00295738 -0.00406183 -0.00545726 -0.000238145 -0.000447587 -0.000975144 -0.0017151 -0.00308768 -0.00866243 -0.012542 -0.000105549 -0.000346276 0.000341758 -0.000741273 -0.000502181 -0.00136012 0.00128841 -0.00588945
internal_weight=1.3261e+06 412714 311028 101686 31240 5785 2513 95879 913389 240139 67224 28748 9162 6550 4550 38476 35836 19586 13012 2616 1934 767 172915 112416 60499 18206 17398 11762 5636 808
internal_count=1326103 412714 311028 101686 31240 5785 2513 95879 913389 240139 67224 28748 9162 6550 4550 38476 35836 19586 13012 2616 1934 767 172915 112416 60499 18206 17398 11762 5636 808
cat_boundaries=0 1 2 3
cat_threshold=2212 6449 119
is_linear=0
shrinkage=0.05


Tree=285
num_leaves=31
num_cat=1
split_feature=91 132 55 93 105 94 95 110 122 136 105 54 79 12 3 33 75 7 124 31 5 21 56 125 21 71 70 54 52 17
split_gain=5.1272 7.07047 6.18253 7.26035 7.57243 6.93447 6.73951 6.48797 6.0588 5.99619 5.9801 5.48461 6.75979 5.24013 5.40253 5.53341 5.22995 5.22433 4.92346 4.92382 4.93189 4.85164 4.82761 4.64075 4.58247 4.5188 4.47944 4.46466 8.86547 7.09781
threshold=1.0000000180025095e-35 1018.3500061035157 0.15500000119209292 0.96820452809333812 -0.51492205262184132 -0.98434406518936146 0.5446990728378297 0.80279821157455455 0.41467745602130895 0 -0.98709741234779347 1.3650000095367434 2.1149998903274541 2.5049999952316289 331.50000000000006 11.650000095367433 0.48821155726909643 10.250000000000002 -0.52247866988182057 1018.4500122070314 2.6499999761581425 4.9149999618530282 217.24707794189456 0.77159520983695995 4.0350000858306894 276.30554199218756 264.63479614257818 20.224999427795414 15.97499990463257 12.50999975204468
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=27 2 10 4 7 -6 8 18 -7 -10 16 -5 -13 -14 23 -16 25 21 19 -4 -21 -8 -22 -15 -12 -2 -19 28 -1 -30
right_child=1 -3 3 11 5 6 17 -9 9 -11 24 12 13 14 15 -17 -18 26 -20 20 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.7710863650260823e-05 0.017833602468050918 0.013374356984942487 -0.0025970411854887368 -0.0011128380194655165 -0.0046530537932959713 0.004763783111710258 -0.016575238346480406 -0.0033498505902407358 0.0058214485846049676 -0.0052681414489455765 -0.016184818422278532 0.015376217500306667 -0.010603571727159554 -0.0047830680777367802 0.00049555663875228649 -0.028674596393930503 0.0024706060491942999 0.019636029106914067 -0.00036819406008123081 -0.0024331022469559686 0.018812561270218842 -0.0022677341685804135 0.0028586610121596042 0.014982281743939367 0.0012349554172236404 -0.00092452624471994435 0.0018571285585001593 -0.00025725353445873767 0.0017090689592403935 0.00030290323231188591
leaf_weight=1104854 148 91 4363 769 415 2066 65 2337 181 329 39 32 538 57 37 29 224 40 27829 200 74 670 132 62 1181 41 310 137479 13469 26891
leaf_count=1104854 148 91 4363 769 415 2066 65 2337 181 329 39 32 538 57 37 29 224 40 27829 200 74 670 132 62 1181 41 310 137479 13469 26891
internal_value=-5.87356e-06 -0.000547764 -0.000577809 -0.000699326 -0.000567065 0.00147236 0.00216672 -0.000805012 0.003559 -0.00132158 0.00243855 -0.00408492 -0.00711211 -0.00810744 -0.000848438 -0.0123216 0.00763894 -0.00113882 -0.000622569 -0.00210695 0.00315973 -0.00353302 0.00858967 0.00551485 0.000678094 0.0137644 0.003889 1.19793e-05 4.42998e-05 0.000772171
internal_weight=1.32495e+06 42259 42168 40535 39011 4076 3661 34935 2576 510 1633 1524 755 723 185 66 413 1085 32598 4769 406 735 206 119 1220 189 350 1.28269e+06 1.14521e+06 40360
internal_count=1324952 42259 42168 40535 39011 4076 3661 34935 2576 510 1633 1524 755 723 185 66 413 1085 32598 4769 406 735 206 119 1220 189 350 1282693 1145214 40360
cat_boundaries=0 1
cat_threshold=337
is_linear=0
shrinkage=0.05


Tree=286
num_leaves=31
num_cat=1
split_feature=91 132 55 93 105 94 61 110 105 64 62 117 68 32 39 124 6 14 136 2 14 36 84 112 75 76 94 0 15 36
split_gain=4.62718 6.38109 5.5797 6.81519 7.99545 8.21809 7.31907 6.32047 5.39704 5.00056 4.98911 5.01647 5.78208 4.97228 4.74628 4.6921 5.35472 6.35101 4.60909 11.8286 6.83913 8.10904 7.90111 9.30734 10.1771 6.63991 6.19942 5.70585 5.15512 5.17892
threshold=1.0000000180025095e-35 1018.3500061035157 0.15500000119209292 0.63958159089088451 -0.51492205262184132 -0.98434406518936146 0.40680296719074255 0.80279821157455455 -0.98709741234779347 24.404999732971195 0.41293585300445562 -0.061046212911605828 267.60722351074224 18.849999427795414 16.750000000000004 -0.36648726463317866 8.0500001907348651 2.4550000429153447 0 40.500000000000007 1.2649999856948855 14.750000000000002 0.85546195507049572 -0.64942333102226246 0.66209578514099132 20.654999732971195 -0.12718462944030759 313.50000000000006 1.294999957084656 13.550000190734865
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 8 4 7 -6 9 15 10 -5 11 12 -2 -7 -13 16 -4 -18 19 -17 21 28 -23 26 27 -22 -24 -25 29 -21
right_child=1 -3 3 6 5 13 -8 -9 -10 -11 -12 14 -14 -15 -16 18 17 -19 -20 20 25 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=1.1380347294449293e-05 0.025013330102055555 0.012705638957517555 -0.0020416297091548682 -0.0042269150515035101 -0.0049620178447189744 0.0031462350388861988 0.0021290876204957624 -0.0033389344493294907 0.00064418913952097494 0.0043400412044637118 -0.0060726442911739776 -0.00088875140758481487 0.0010629764188908868 -0.009650719050580684 0.013547511478283942 -0.0029935631550996166 0.020436680162833495 -0.010389384527419073 -0.00061003197309328783 0.0029086194976844127 1.6396444857748464e-05 0.0056557934180524886 0.0032120269928528097 -2.0490027964115142e-06 0.062616134881973262 0.0066984244220028751 0.03004801937661666 0.037314152345061302 0.0097035463098367105 -0.0068786544486249476
leaf_weight=1282693 84 91 5336 2891 386 2829 647 2109 1220 181 60 134 36 78 99 1467 55 24 19669 320 2921 646 93 20 20 426 28 21 134 234
leaf_count=1282693 84 91 5336 2891 386 2829 647 2109 1220 181 60 134 36 78 99 1467 55 24 19669 320 2921 646 93 20 20 426 28 21 134 234
internal_value=-5.57968e-06 -0.000520369 -0.000548912 -0.000664353 -0.000458296 0.00189268 -0.00270421 -0.000689235 0.00231663 -0.00372216 0.007257 0.00952266 0.0178282 0.00280287 0.00524511 -0.000511345 -0.00185032 0.0110718 -0.000232468 0.000940202 0.00212882 0.00491492 0.00824829 0.0174502 0.0333751 0.000866873 0.00942201 0.0191111 0.000903239 -0.00122536
internal_weight=1.32495e+06 42259 42168 40535 36816 3293 3719 33523 1633 3072 413 353 120 2907 233 31414 5415 79 25999 6330 4863 1516 828 182 61 3347 121 41 688 554
internal_count=1324952 42259 42168 40535 36816 3293 3719 33523 1633 3072 413 353 120 2907 233 31414 5415 79 25999 6330 4863 1516 828 182 61 3347 121 41 688 554
cat_boundaries=0 1
cat_threshold=3456
is_linear=0
shrinkage=0.05


Tree=287
num_leaves=31
num_cat=0
split_feature=91 132 55 78 93 27 54 53 101 121 121 19 2 52 133 16 75 12 86 121 39 2 5 89 127 70 60 55 76 67
split_gain=4.17615 5.75894 5.23374 5.38896 5.1382 5.07394 6.9225 6.40158 5.5159 6.44633 5.52799 6.037 4.78476 4.75105 4.79358 4.66882 4.86856 7.62046 10.2158 7.53226 5.68226 4.85423 5.76126 4.63613 5.40733 8.16516 5.14465 5.80565 5.63367 5.31244
threshold=1.0000000180025095e-35 1018.3500061035157 2.0749999284744267 57.129999160766609 0.96820452809333812 126.50000000000001 0.25499999523162847 0.54500001668930065 -0.9724488854408263 -0.73724925518035878 -0.99809679388999928 8.7100000381469744 10.500000000000002 4.6949999332427987 1014.5499877929689 10.405000209808351 0.73713040351867687 1.2649999856948855 0.83698859810829174 -0.62249094247817982 15.34999990463257 328.50000000000006 7.8500001430511483 -1.0000000180025095e-35 0.52247866988182079 269.91432189941412 0.4112014919519425 0.074999999254941954 22.464999198913578 0.99500000476837169
decision_type=2 2 2 2 2 2 2 2 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 6 -2 8 9 -7 11 -10 -8 14 -9 21 -17 18 -18 20 -20 -4 -23 24 25 -12 27 29 -28 -26
right_child=1 -3 4 -5 -6 7 12 13 10 -11 23 -13 -14 -15 -16 16 17 -19 19 -21 -22 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=1.0811329684463467e-05 -0.016566496030704696 0.012070357059077412 -0.0021120122723568969 0.012325383842859963 -0.005475401336067668 0.029956192190985421 0.016277070857132925 -0.00049219907598641347 0.018837689527350925 0.0029640151052312421 0.003582572405192544 -0.0021017009358514443 -0.0038525858588608179 0.0037007495616881644 -0.0095367078700537844 -0.00058893350780439752 0.0031305462074330231 0.00091393734533793943 0.020578784761019053 0.0095505353226326417 0.057402608543634416 -0.0013433356067746919 0.0049011979220294757 -0.0011260432065631971 0.028845100318721964 -0.0037622973649817683 -0.0081420468761315267 0.0044763073890417967 0.0073723759990126057 0.0077036737327057965
leaf_weight=1282693 105 91 9068 89 641 37 33 14430 92 55 805 55 280 677 148 8914 150 1097 20 40 22 1046 571 1502 48 714 155 1202 94 78
leaf_count=1282693 105 91 9068 89 641 37 33 14430 92 55 805 55 280 677 148 8914 150 1097 20 40 22 1046 571 1502 48 714 155 1202 94 78
internal_value=-5.30092e-06 -0.000494358 -0.000521473 4.85288e-05 -0.00106584 -4.74473e-06 -0.00545709 0.000108687 0.00169365 0.0138196 0.00145855 0.0110032 -0.00173029 -0.000393868 -0.000584022 -0.000930782 -0.00016803 0.0026551 0.0108881 0.0250787 0.0398675 -0.00166198 0.000861753 0.0011534 0.00225925 0.000130145 0.00431006 0.00554667 -0.0022852 0.0157576
internal_weight=1.32495e+06 42259 42168 20599 21569 20510 418 20092 4837 92 4745 147 313 15255 14578 20928 10243 1329 232 82 42 10685 1617 4598 3096 1519 1577 1328 249 126
internal_count=1324952 42259 42168 20599 21569 20510 418 20092 4837 92 4745 147 313 15255 14578 20928 10243 1329 232 82 42 10685 1617 4598 3096 1519 1577 1328 249 126
is_linear=0
shrinkage=0.05


Tree=288
num_leaves=31
num_cat=0
split_feature=91 132 55 93 52 27 73 72 63 60 69 127 53 59 83 55 19 86 105 92 114 24 91 30 8 27 7 95 20 65
split_gain=3.76898 5.19745 4.88391 5.01612 6.39076 9.32324 5.81559 5.71526 4.64186 4.41347 6.27484 8.22652 5.56524 8.64181 5.1876 7.1593 6.52595 5.16929 5.06265 6.10783 5.27593 5.23515 5.06263 4.93685 4.79125 4.64117 4.60351 5.41883 4.4303 4.38043
threshold=1.0000000180025095e-35 1018.3500061035157 4.6349999904632577 -0.28115765750408167 0.54500001668930065 335.50000000000006 0.67184081673622142 0.78728976845741283 0.23802369832992556 0.41332770884037023 188.17913818359378 0.9536806344985963 0.22500000149011615 177.24710845947268 251.27170562744143 0.15500000119209292 5.1300001144409189 0.8898945450782777 -0.51492205262184132 -0.43722067773342127 -0.64942333102226246 264.50000000000006 0.046864939853549011 1017.1499938964845 12.550000190734865 300.50000000000006 2.0499999523162846 -0.85737338662147511 4.6749999523162851 27.015000343322757
decision_type=2 2 2 2 2 2 2 2 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 -2 -8 -7 10 11 17 13 14 15 -12 -16 24 19 -14 -21 -22 -18 -13 -5 -19 27 -20 -23 -28
right_child=1 -3 -4 9 -6 8 7 -9 -10 -11 12 23 18 -15 16 -17 22 25 26 20 21 28 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=1.0270762995093289e-05 0.0032452388670791161 0.011466839220880142 -0.0015407416017506111 -0.0042882790509185462 -0.00011069400518512356 0.0026248386888592331 -0.0055169918244113375 0.0040560031505447111 0.020816803897265347 0.00077695581745882347 -0.00090097328934531952 -0.01142683038409105 -0.00060487897654631863 0.023397003658844728 0.025342411237458392 -0.031143020399446997 -0.022064594043926758 0.0047107524611055855 0.018215865444077491 -0.002796271154732367 -0.023697167644240836 -0.027764318743720651 0.0022588432767623734 -0.035347378736033157 0.0096149167900726404 -0.023221239024484211 -0.0012960032530106125 0.0010771177206998286 -0.0059147693668411862 0.0087012686899455259
leaf_weight=1282693 1812 91 8833 410 20523 54 445 240 100 2309 65 59 2096 46 30 28 22 20 77 1895 48 24 775 34 73 58 1160 115 696 121
leaf_count=1282693 1812 91 8833 410 20523 54 445 240 100 2309 65 59 2096 46 30 28 22 20 77 1895 48 24 775 34 73 58 1160 115 696 121
internal_value=-5.03588e-06 -0.00046964 -0.0004954 -0.000218408 0.000187728 0.00249799 0.00176161 -0.00216295 0.0144378 -0.00114468 -0.00170976 -0.00639895 -0.00128371 0.00224757 0.00119009 -0.0100061 0.00244916 -0.00411573 -0.00183108 -0.00262392 -0.00421308 -0.00770897 0.00158743 -0.020172 -0.00218697 -0.0160592 0.000730468 0.00795047 -0.00664309 -0.000351686
internal_weight=1.32495e+06 42259 42168 33335 23174 2651 2497 685 154 10161 7852 654 7198 966 920 93 827 561 6232 4759 2663 768 797 93 483 78 1473 192 720 1281
internal_count=1324952 42259 42168 33335 23174 2651 2497 685 154 10161 7852 654 7198 966 920 93 827 561 6232 4759 2663 768 797 93 483 78 1473 192 720 1281
is_linear=0
shrinkage=0.05


Tree=289
num_leaves=31
num_cat=2
split_feature=54 52 88 60 76 64 32 29 35 95 23 80 70 21 16 82 73 69 124 76 39 66 79 136 81 136 113 29 111 134
split_gain=3.51658 7.96658 6.75941 8.36662 8.57024 12.5854 11.8668 9.71966 8.8599 8.51773 7.98014 7.30324 6.47851 7.34671 6.18481 6.04497 5.95116 5.83677 5.80256 5.72303 5.63781 5.86456 9.02971 5.34479 5.24195 5.22682 5.19634 8.23858 6.40067 8.70378
threshold=20.695000648498539 15.97499990463257 -0.55496394634246815 0.70129767060279857 2.2749999761581425 8.7049999237060565 12.750000000000002 1018.5499877929689 16.750000000000004 -0.18938297778367993 9.2750000953674334 297.64906311035162 289.63706970214849 8.6949996948242205 15.405000209808351 326.65774536132818 0.85015892982482921 289.27070617675787 -0.07845610752701758 1.075000047683716 20.150000572204593 19.275000572204593 6.4949998855590829 0 332.18496704101568 1 -0.97233289480209339 1020.0499877929689 0.093614116311073317 1017.0499877929689
decision_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 1 2 2 2 2
left_child=1 -1 3 4 5 -2 7 18 15 12 20 -12 -5 -14 -13 -6 23 -4 -7 -8 21 -10 -23 -3 25 -11 27 -27 29 -28
right_child=2 16 17 9 8 6 19 -9 10 24 11 14 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-2.2474652875568289e-06 -0.0013605397386605874 -0.00069817897947357607 -0.00062532162199794271 -0.0015653348661623105 -0.00045577571710541699 -0.010418892851642644 -0.015416672885347205 -0.0066935291245004275 0.0028147945850698726 0.00098459077392085257 -0.0028656690437448484 -0.020863485748597074 -0.014853103880890435 -0.0026487043789839831 -0.0025262863609954839 -0.0035330315953434319 0.0016054196484251459 0.002505480944890291 -0.030940146947310111 -3.6024136837416641e-05 -0.012758712829172351 -0.029485314956733163 -0.0030420869974477683 0.00075150598355308313 -0.0034099229459586462 0.001456463470374989 -0.00095448303391317425 -0.00071551960705209757 -3.6092745739269584e-05 -0.0062861987272367541
leaf_weight=1146852 1239 9126 2368 3538 29251 48 79 123 488 13041 183 178 207 305 62 1688 12608 4009 122 258 114 35 416 20910 1102 11489 13086 7042 44172 813
leaf_count=1146852 1239 9126 2368 3538 29251 48 79 123 488 13041 183 178 207 305 62 1688 12608 4009 122 258 114 35 416 20910 1102 11489 13086 7042 44172 813
internal_value=-4.78408e-06 2.27042e-05 -0.00024617 -0.000324677 -0.000994044 -0.00428626 -0.0100402 -0.0173997 -0.000804219 -8.25904e-05 -0.00458883 -0.0103895 -0.00232607 -0.0075829 -0.0161264 -0.000623668 0.000693745 0.00134291 -0.0251459 -0.00364158 -0.00225866 -0.000983892 -0.00509422 0.000311058 1.75376e-05 5.9672e-05 -9.79052e-05 0.000631084 -0.000330549 -0.00126635
internal_weight=1.32495e+06 1.1895e+06 135456 129079 34284 1869 630 293 32415 94795 1476 423 4050 512 240 30939 42644 6377 170 337 1053 939 451 30036 90745 89643 76602 18531 58071 13899
internal_count=1324952 1189496 135456 129079 34284 1869 630 293 32415 94795 1476 423 4050 512 240 30939 42644 6377 170 337 1053 939 451 30036 90745 89643 76602 18531 58071 13899
cat_boundaries=0 1 2
cat_threshold=6788 1058
is_linear=0
shrinkage=0.05


Tree=290
num_leaves=31
num_cat=2
split_feature=92 60 60 136 94 60 54 62 38 12 136 19 19 33 23 20 100 52 36 30 52 12 72 12 11 23 36 70 65 107
split_gain=4.98133 18.7129 12.2376 15.1419 11.4369 13.1195 14.0175 11.2018 11.0105 10.1222 9.74288 8.97526 15.646 12.0049 13.1302 11.0257 12.4055 10.0562 10.8758 9.69767 9.10064 9.84885 8.64154 10.1126 8.45534 9.92707 9.47319 8.29799 8.26011 8.05912
threshold=-0.26110549271106714 0.26826338469982153 0.61299514770507824 0 -0.77293854951858509 0.35506081581115728 1.6549999713897707 0.853633612394333 16.349999427795414 2.8950001001358037 1 10.405000209808351 15.405000209808351 15.449999809265138 7.305000066757203 7.1349999904632577 0.45001697540283209 21.005000114440922 16.050000190734867 1011.3500061035157 5.4949998855590829 3.1350001096725468 0.88334965705871593 1.9750000238418581 6.3500001430511483 5.8250000476837167 17.750000000000004 311.33485412597662 2.2250000238418584 -0.86132210493087757
decision_type=2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 11 8 5 6 10 -8 -4 -1 -2 20 15 14 -14 16 -13 -16 27 -17 22 -22 23 -3 -25 26 -26 -19 -15 -10
right_child=4 2 3 -5 -6 -7 7 -9 29 -11 -12 12 13 28 17 19 -18 18 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0013422368160088038 -0.0035073219884206655 -8.4250576110638485e-05 -0.00026099164336180412 -0.001782569861126692 -1.7818585124515823e-05 0.00046791663736921651 -0.0037662514773065731 0.026355052835518318 0.00065895576237720284 0.0070940398810255935 0.0007218445149287622 0.00096551430701742103 -0.00077876170645808885 -0.00092010879487108518 0.0019166983876929705 -0.0026535314864570151 0.002985283933688878 0.0039059107343775165 0.03323850324971879 0.00041496761872206997 -0.001565598567262808 0.00510316224912628 -0.0023082378629035575 0.0031075141339591767 0.0018339179333357323 -0.00043222846799867399 0.014155890450929293 0.027911105084543426 -0.0043128220401087766 0.0061153590912067209
leaf_weight=23184 1880 75102 20188 18431 1030236 7769 7140 31 1500 791 4866 40769 8871 4650 3555 2902 9345 252 47 22842 13142 578 3619 4438 6212 9062 160 42 2921 1233
leaf_count=23184 1880 75102 20188 18431 1030236 7769 7140 31 1500 791 4866 40769 8871 4650 3555 2902 9345 252 47 22842 13142 578 3619 4438 6212 9062 160 42 2921 1233
internal_value=7.71163e-06 0.000197669 6.96356e-05 -0.00071611 -4.17381e-05 -0.00117808 -0.00209694 -0.00363604 0.000142156 0.001532 -0.000460884 0.000225467 0.000579927 -0.000651589 0.000283875 0.000910104 0.00134215 0.00270345 0.0109055 6.90702e-05 -7.81284e-05 -0.00128466 8.97694e-05 0.000181146 0.00118416 0.000631099 0.00214332 0.00733522 -0.00222907 0.00312063
internal_weight=1.32576e+06 273836 249861 41352 1.05192e+06 21686 13917 7171 22921 23975 6746 208509 96196 20338 12767 75858 50114 3896 341 25744 112313 13720 98593 94974 19872 15434 6372 294 7571 2733
internal_count=1325758 273836 249861 41352 1051922 21686 13917 7171 22921 23975 6746 208509 96196 20338 12767 75858 50114 3896 341 25744 112313 13720 98593 94974 19872 15434 6372 294 7571 2733
cat_boundaries=0 1 2
cat_threshold=6708 608
is_linear=0
shrinkage=0.05


Tree=291
num_leaves=31
num_cat=4
split_feature=92 60 93 53 60 136 38 12 88 19 19 20 32 23 136 19 136 65 28 31 136 10 36 79 62 29 64 86 38 78
split_gain=4.49558 16.8885 12.6557 14.6517 11.0449 13.6663 9.93701 9.13527 8.46274 8.10224 12.0044 14.6097 10.9106 11.2962 10.5143 10.3836 11.7884 11.1708 10.0139 9.25125 9.03712 8.18257 11.8171 11.6173 7.94332 7.88548 8.56142 7.72302 9.53496 9.45457
threshold=-0.26110549271106714 0.26826338469982153 -0.80102500319480885 0.94499999284744274 0.61299514770507824 0 16.349999427795414 2.8950001001358037 1.0000000180025095e-35 9.5450000762939471 15.405000209808351 7.1349999904632577 14.84999990463257 7.305000066757203 1 7.4149999618530282 2 1.325000047683716 1020.1499938964845 1011.3500061035157 3 5.2500000000000009 20.050000190734867 5.9349999427795419 0.853633612394333 1022.4500122070314 2.3649998903274541 0.86089900135993969 14.949999809265138 6.7049999237060556
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 9 6 -6 -1 -4 15 11 14 13 -12 -11 17 -17 -3 -19 -13 27 -16 -23 -24 -5 26 -14 28 -15 -30
right_child=2 4 8 24 5 -7 -8 -9 -10 10 12 19 25 20 21 16 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012751249831393988 0.00093945319794747095 -0.00043820195905869876 -6.1397260045079866e-06 -0.0023188153420986321 -0.0002479420617259243 -0.0016934896946957535 0.0029645948740972365 0.0067393379551214288 -0.0019031359618629888 0.00046133698023439026 -0.00058305068147046773 -0.0020927642845441296 -0.00081845612371765771 0.0075927537074056712 0.0028840800826551555 -0.001798892436414723 -0.00013822925623797934 0.0017189067064843589 -0.0040450401131717243 0.00022293481350378641 0.0019797184663697871 0.0011039179323430199 0.022032633591651807 0.0023709267786838802 0.027091553645289465 0.012097155062016101 -0.0039366037285494884 -0.0038392090745755052 0.017223738918417237 0.051464669805552282
leaf_weight=23184 4956 14362 1028341 12689 20188 18431 2733 791 5913 29281 7721 5072 5719 182 10890 14036 44704 16326 790 28820 2864 23585 134 171 23 100 3579 73 72 28
leaf_count=23184 4956 14362 1028341 12689 20188 18431 2733 791 5913 29281 7721 5072 5719 182 10890 14036 44704 16326 790 28820 2864 23585 134 171 23 100 3579 73 72 28
internal_value=7.32433e-06 0.000187783 -3.96525e-05 -0.00136656 6.61502e-05 -0.000680326 0.000135048 0.0014554 -1.69852e-05 0.000214193 0.000486389 0.000715903 -0.00061901 0.000454362 0.00116006 -0.000142701 -0.000535377 0.000590058 0.00145287 -0.000123614 0.00294267 0.00174767 0.00123038 0.0110092 -0.0022656 -0.0018685 -0.0020187 0.0103637 0.0144078 0.0268112
internal_weight=1.32576e+06 273836 1.05192e+06 17668 249861 41352 22921 23975 1.03425e+06 208509 118291 97953 20338 10940 64061 90218 58740 31478 17116 33892 3219 34780 23890 305 12712 9398 9298 355 282 100
internal_count=1325758 273836 1051922 17668 249861 41352 22921 23975 1034254 208509 118291 97953 20338 10940 64061 90218 58740 31478 17116 33892 3219 34780 23890 305 12712 9398 9298 355 282 100
cat_boundaries=0 1 2 3 4
cat_threshold=6708 4336 5172 5632
is_linear=0
shrinkage=0.05


Tree=292
num_leaves=31
num_cat=4
split_feature=92 61 136 93 62 52 124 136 66 136 20 107 30 34 100 103 99 19 67 20 136 111 82 103 29 80 30 8 16 37
split_gain=4.05718 12.1559 14.476 11.5513 10.6059 10.0824 15.8729 15.0928 12.6273 12.281 14.966 14.0352 12.0007 11.1076 10.2703 10.5623 9.64893 9.68282 12.8277 11.1604 10.7647 10.0662 8.78377 8.56977 8.23986 11.4428 8.17185 8.03255 10.7552 9.61592
threshold=-0.26110549271106714 0.61542579531669628 0 -0.91065099835395802 0.31252223253250128 1.3049999475479128 0.47714059054851538 1 0.7150000035762788 2 4.5650000572204599 -0.78755688667297352 1014.8500061035157 15.150000095367433 0.6082160770893098 0.1275458708405495 -0.57461553812026966 10.405000209808351 4.5850000381469735 7.1349999904632577 3 0.093614116311073317 316.98497009277349 0.13237363100051883 1022.3500061035157 332.21159362792974 1011.2500000000001 14.550000190734865 5.7200000286102304 14.650000095367433
decision_type=2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -2 -3 6 9 13 -7 10 -1 -12 -11 -8 24 -16 17 -10 21 20 -20 -19 -14 -5 27 -26 -21 29 -29 -9
right_child=3 2 -4 23 -6 8 7 14 16 12 11 -13 22 -15 15 -17 -18 18 19 26 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.011638171450325816 -0.0016572825759065192 0.0084388612511445051 -0.0016496663754415981 -0.00046548210921600134 9.0397891464735739e-05 -0.0015044956004059012 0.0040092959697434092 -0.00033275752143065607 -1.0936622765168099e-05 -0.0001374516677122739 -0.0035556348846299589 0.000656197951802574 0.0019857336830487074 0.0128783002931794 0.012216710120666647 0.0028860561194576436 -0.00072803811971670679 0.0014334690573255663 0.00091280876321535591 -0.0022438604191777792 0.0034046861068909272 -0.00041370778671466035 0.011111868426439117 2.5552424704911961e-05 0.0042148307831265741 0.030034203471408949 0.0010012498086791378 0.024738328000137085 0.0039343334037704692 0.0021492162647594412
leaf_weight=348 10895 387 18522 98100 22402 11041 1786 11722 72862 13814 3327 4878 7708 440 326 4356 22189 10522 7473 2233 10391 24663 273 942927 925 45 14785 71 497 5850
leaf_count=348 10895 387 18522 98100 22402 11041 1786 11722 72862 13814 3327 4878 7708 440 326 4356 22189 10522 7473 2233 10391 24663 273 942927 925 45 14785 71 497 5850
internal_value=6.95767e-06 0.000178391 -0.00061196 -3.76699e-05 0.000232069 0.000318807 0.000900859 0.00180705 0.000132567 0.000123964 -0.00148064 -0.00105163 0.000753993 0.00573661 0.00143638 0.00353573 0.000242033 0.000392632 0.000812298 0.00149176 0.00236468 0.000138687 0.0022979 -2.07197e-05 0.000922783 0.00541264 0.000575446 0.000682697 0.00653483 0.000493531
internal_weight=1.32576e+06 273836 41311 1.05192e+06 22789 232525 56366 26018 176159 30348 8553 8205 21795 2226 23792 4682 165118 142929 70067 34882 17864 35185 7981 1.04103e+06 19110 970 17018 18140 568 17572
internal_count=1325758 273836 41311 1051922 22789 232525 56366 26018 176159 30348 8553 8205 21795 2226 23792 4682 165118 142929 70067 34882 17864 35185 7981 1041027 19110 970 17018 18140 568 17572
cat_boundaries=0 1 2 3 4
cat_threshold=6708 258 404 752
is_linear=0
shrinkage=0.05


Tree=293
num_leaves=31
num_cat=3
split_feature=92 60 63 95 52 93 53 88 28 136 52 136 38 136 106 67 32 61 54 88 65 20 84 106 73 32 61 12 124 33
split_gain=3.66671 14.7547 13.2439 12.1829 12.0928 10.7719 13.9957 10.28 10.751 10.0335 10.7461 9.06551 10.9124 8.66978 8.6553 10.4107 9.23308 8.37694 8.25658 8.20193 8.19194 9.38016 10.9897 9.25626 9.02494 8.23824 8.10856 8.06534 7.49176 8.65843
threshold=-0.30901470780372614 0.33227202296257025 0.47784967720508581 -0.46180675923824305 1.3049999475479128 -0.80102500319480885 0.94499999284744274 -0.16082251071929929 1022.1499938964845 0 9.9749999046325701 1 11.34999990463257 2 -0.80139899253845204 10.114999771118166 10.050000190734865 0.8320213556289674 0.45499999821186071 1.0000000180025095e-35 1.3650000095367434 8.0150003433227557 0.84957063198089611 -0.94948992133140553 0.79713958501815807 16.250000000000004 0.64948689937591564 1.8350000381469729 0.52247866988182079 8.7500000000000018
decision_type=2 2 2 2 2 2 2 2 2 1 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 28 6 -2 8 11 10 -10 12 14 18 15 26 -16 -8 -4 -7 -5 22 23 -22 25 -24 -3 -27 -1 -30
right_child=5 3 13 20 -6 19 17 -9 9 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 21 -23 24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00057257312806202403 0.00098234146826519752 0.0095406577108470766 0.012569130383478644 -0.0020048185688565285 -9.6957137079243366e-06 -2.6591305281572968e-06 -0.0021359373596035068 -0.00054703851400664597 0.0060230537223680417 0.0011987559703602049 0.022196906600493848 -0.00018293816976933808 0.00064570568176904389 0.0007714983072980567 -0.0084047818477623448 0.00063421121705323463 0.0036942158682684093 0.018166105427286205 0.003680670466360995 -0.0018476408864915271 -0.0010489819038960889 -0.0020263860994426653 -0.00064435058417310238 0.0012588457353130136 -0.0023808009852979116 0.00099189681409870309 0.025824740369341098 0.0090488486074104865 0.010644239320505263 0.0021797697477973152
leaf_weight=11025 5226 478 279 9361 34594 1037444 13609 33999 679 1261 121 42610 61146 3091 195 300 824 51 4111 6059 5895 7404 9798 16522 7182 1074 91 437 311 10581
leaf_count=11025 5226 478 279 9361 34594 1037444 13609 33999 679 1261 121 42610 61146 3091 195 300 824 51 4111 6059 5895 7404 9798 16522 7182 1074 91 437 311 10581
internal_value=6.61079e-06 0.000173618 0.0008342 -3.84021e-05 0.000572485 -3.47908e-05 -0.00121825 0.000210945 0.000450215 0.00402673 0.00836479 0.000380441 0.000761185 0.00281118 0.00450522 0.00817117 0.0013789 -0.00206014 0.00423591 -1.33718e-05 -0.000651053 -0.000388746 -9.23466e-05 0.000651956 -0.000994679 -0.000114396 0.012145 0.00332207 0.0014914 0.00242146
internal_weight=1.32576e+06 263369 63992 199377 56511 1.06239e+06 18886 141704 107705 2061 800 105644 63034 7481 1888 869 1019 13660 4390 1.0435e+06 57673 48312 40908 22417 18491 11309 569 1511 21917 10892
internal_count=1325758 263369 63992 199377 56511 1062389 18886 141704 107705 2061 800 105644 63034 7481 1888 869 1019 13660 4390 1043503 57673 48312 40908 22417 18491 11309 569 1511 21917 10892
cat_boundaries=0 1 2 3
cat_threshold=4881 2851 1923
is_linear=0
shrinkage=0.05


Tree=294
num_leaves=31
num_cat=0
split_feature=129 38 52 129 75 78 57 132 103 39 54 38 52 132 90 53 60 13 88 91 59 95 36 114 32 65 135 35 95 72
split_gain=3.57544 6.74254 6.8311 5.68386 7.52391 9.53745 6.92307 5.55377 5.5235 4.95412 12.8413 10.4541 6.61309 6.34795 6.76251 6.16802 6.81756 5.98581 5.98201 6.10904 5.39947 5.36109 5.25502 4.88526 4.41517 4.33629 4.895 4.70905 4.24937 4.23537
threshold=333.50000000000006 11.150000095367433 0.2650000005960465 311.50000000000006 0.609399974346161 14.565000057220461 323.50210571289068 1016.5499877929689 0.89031895995140087 14.949999809265138 4.5350000858306894 11.550000190734865 1.1549999713897707 1015.6499938964845 -0.92502427101135243 1.4149999618530276 0.47198076546192175 3.2949999570846562 -0.45923380553722376 -0.16819339990615842 312.63209533691412 0.080249074846506133 14.550000190734865 -0.68832838535308827 12.750000000000002 61.090000152587898 1011.9500122070314 12.250000000000002 -0.63181710243225087 0.73391631245613109
decision_type=2 2 2 2 2 2 2 2 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 7 -3 -1 5 23 28 -2 9 10 11 -6 -11 14 17 16 18 24 22 -20 21 -14 -13 -5 -12 -16 -27 -28 -7 -24
right_child=1 2 -4 4 8 6 -8 -9 -10 12 13 15 20 -15 25 -17 -18 -19 19 -21 -22 -23 29 -25 -26 26 27 -29 -30 -31
leaf_value=9.9291492676206223e-06 -0.0059913562963778881 0.012061762529585685 0.0013210605098156738 -0.0035041330015512296 -0.0030727204583114189 -0.0031949935966882289 -0.028765587423763735 0.0012036099185523553 -0.020820133238466404 -0.01001517130630091 -0.015946323937115571 0.011728746960364113 -0.00065066647123580075 7.9960978397756002e-05 -0.00063716364986152782 0.0028236656329804471 -0.003095709771659334 0.0020209298710580225 -0.003512678108897738 0.018531520934563808 0.012137437007114503 -0.0071484372146131854 0.0091527343151115246 0.0020234310667671231 -0.0056529238167190065 0.010522587643936277 -0.0021329198201048248 -0.022714660973425078 -0.0090420700997094119 0.036547132182952968
leaf_weight=1304042 584 151 7540 793 602 672 34 496 33 250 225 290 1669 2872 1086 1810 103 108 110 44 71 392 21 806 194 24 47 68 578 43
leaf_count=1304042 584 151 7540 793 602 672 34 496 33 250 225 290 1669 2872 1086 1810 103 108 110 44 71 392 21 806 194 24 47 68 578 43
internal_value=6.28092e-06 0.00101245 0.00153194 -4.20032e-07 -0.00104297 -0.00329493 -0.00650419 -0.002687 -0.000397727 -0.000330528 0.000289698 0.00282377 -0.00232166 -0.00136699 -0.00373892 0.00428998 0.00863372 -0.00847501 0.0110119 0.00278566 -0.00141951 -0.00188654 0.0145906 -0.000717881 -0.0111804 -0.00170144 -0.0100166 -0.014303 -0.00589868 0.0275583
internal_weight=1.32576e+06 8771 7691 1.31699e+06 12945 2883 1284 1080 10062 10029 7647 3023 2382 4624 1752 2421 611 527 508 154 2132 2061 354 1599 419 1225 139 115 1250 64
internal_count=1325758 8771 7691 1316987 12945 2883 1284 1080 10062 10029 7647 3023 2382 4624 1752 2421 611 527 508 154 2132 2061 354 1599 419 1225 139 115 1250 64
is_linear=0
shrinkage=0.05


Tree=295
num_leaves=31
num_cat=2
split_feature=4 82 23 84 52 136 35 78 55 75 120 89 59 126 53 61 93 10 93 136 108 31 38 133 13 66 37 32 15 64
split_gain=3.73965 9.02085 8.07282 3.87575 3.60157 4.787 4.23092 4.91183 6.98908 5.23846 4.16174 3.41803 5.37956 7.06986 6.1083 6.63117 5.45887 5.34085 4.83535 8.68143 12.9044 15.3277 20.5125 12.2012 13.7395 10.5555 9.94896 12.3864 9.45042 9.14623
threshold=15.050000190734865 232.03525543212893 5.2349998950958261 0.89481484889984142 20.515000343322757 0 7.7500000000000009 33.555000305175788 0.15500000119209292 0.57508695125579845 -0.78257837891578663 1.0000000180025095e-35 136.96754455566409 0.94828754663467418 0.46500000357627874 0.29868902266025549 -0.56141155958175648 14.150000095367433 -0.60750499367713917 1 0.30677190423011785 1015.6499938964845 11.650000095367433 1013.5499877929689 1.0549999475479128 0.15500000119209292 12.650000095367433 10.650000095367433 1.985000014305115 1.0000000180025095e-35
decision_type=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 2 2 2
left_child=11 3 -3 -2 5 6 -4 -8 9 -9 -10 18 -13 16 15 -15 17 -14 19 20 21 23 28 26 -25 -21 -1 -28 -23 -27
right_child=1 2 4 -5 -6 -7 7 8 10 -11 -12 12 13 14 -16 -17 -18 -19 -20 25 -22 22 -24 24 -26 29 27 -29 -30 -31
leaf_value=-0.0040207073750892566 2.2567378598074839e-05 0.012953092462167418 0.01715777926146984 -0.0067086887637152247 -0.00037077499762841942 0.0069122751029302701 0.005419916468310376 0.00019390155375003816 -0.021314826031977482 -0.029276101683315476 0.00087794685120678561 -0.0024593723231325429 -0.00031444409642708294 0.0022272492586417904 0.00087914369530313688 0.012757697223101697 -0.0018237776506653234 0.0040940793705224431 -2.3252660711331472e-05 -0.0057949395958552842 0.00033028100238731222 0.016319910447124303 0.0030911486186354889 0.020424942383810096 0.0035131593845606299 -0.005956360969451323 0.018912970208305312 0.00064555898861646448 -0.0039666387083178217 -3.3660495451633184e-05
leaf_weight=1206 3445 205 42 228 713 730 381 25 22 38 531 3067 28469 386 2932 244 6369 704 1109374 820 82337 441 4680 148 637 658 94 7249 66 69658
leaf_count=1206 3445 205 42 228 713 730 381 25 22 38 531 3067 28469 386 2932 244 6369 704 1109374 820 82337 441 4680 148 637 658 94 7249 66 69658
internal_value=5.81135e-06 0.00121533 0.00341695 -0.000395273 0.00262931 0.00383851 0.00159698 0.00095748 -0.00180257 -0.0175817 -4.94827e-06 -1.83702e-08 -0.00044291 -0.000284755 0.00183892 0.00630571 -0.000497589 -0.000208058 1.46033e-05 0.000264591 0.000572588 0.00194691 0.00412606 0.000735941 0.00670162 -0.000154835 0.000188151 0.000879406 0.0136791 -8.90837e-05
internal_weight=1.3259e+06 6360 2687 3673 2482 1769 1039 997 616 63 553 1.31954e+06 42171 39104 3562 630 35542 29173 1.27737e+06 167994 96858 14521 5187 9334 785 71136 8549 7343 507 70316
internal_count=1325899 6360 2687 3673 2482 1769 1039 997 616 63 553 1319539 42171 39104 3562 630 35542 29173 1277368 167994 96858 14521 5187 9334 785 71136 8549 7343 507 70316
cat_boundaries=0 1 2
cat_threshold=4320 3843
is_linear=0
shrinkage=0.05


Tree=296
num_leaves=31
num_cat=1
split_feature=4 82 75 85 104 75 100 20 94 136 78 56 5 33 31 64 93 116 13 59 79 16 55 27 126 24 95 127 59 94
split_gain=3.37821 8.14775 7.46082 3.87966 3.19215 6.82621 5.61779 5.19669 5.73462 4.85091 5.19444 4.72359 6.07807 4.85345 8.70254 8.53811 6.56073 5.21603 5.30651 4.92266 4.67152 4.79789 4.64336 7.45556 4.60868 4.51293 4.26538 4.24246 4.19212 4.71543
threshold=15.050000190734865 225.94704437255862 0.51997879147529613 0.9004926085472108 1.0000000180025095e-35 0.86120891571044933 0.97383645176887523 5.6749999523162851 0.18826377391815188 0 43.944999694824226 68.363044738769545 8.2500000000000018 13.150000095367433 1017.4500122070314 5.2550001144409189 -0.76823407411575306 -0.50751903653144825 1.6150000095367434 287.89268493652349 26.025000572204593 8.7100000381469744 1.0149999856948855 140.50000000000003 -0.21643137186765668 179.50000000000003 -0.91174259781837452 0.98897820711135875 70.695003509521499 0.97080013155937206
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=4 3 -3 -2 -1 6 9 27 -9 22 11 12 -11 19 15 16 -15 20 24 -13 -17 -22 23 -6 -19 -24 -25 -8 29 -7
right_child=1 2 -4 -5 5 28 7 8 -10 10 -12 13 -14 14 -16 17 -18 18 -20 -21 21 -23 25 26 -26 -27 -28 -29 -30 -31
leaf_value=7.0672062049874133e-06 -6.0628910269350777e-05 0.010004890808473291 0.0022133091008255039 -0.0084073729786604389 -0.0081925047179018818 0.0055928340406510343 0.002791308677341375 0.027507154177874329 0.0057054080644882814 -0.020500347511394016 0.0019311515022487357 -0.0053870013799128189 0.00028848304646089673 0.011139304055224944 -0.0056385766893194177 -0.0095033698463837385 0.0015805624420095537 -0.00091488726293603186 0.0020892453860983421 -0.00085238294556361943 0.01165538467541938 -0.0088331249478835402 -0.0047954408915270828 0.019347838628512457 -0.018883010255817904 0.00058370679988284727 0.0055259181161578822 -0.022897957824170589 0.0030556423633846521 -0.021029959318156429
leaf_weight=1308678 3492 353 2370 145 84 29 45 36 186 83 659 1963 61 253 776 327 618 86 692 861 62 53 505 71 61 1711 261 25 1314 39
leaf_count=1308678 3492 353 2370 145 84 29 45 36 186 83 659 1963 61 253 776 327 618 86 692 861 62 53 505 71 61 1711 261 25 1314 39
internal_value=5.52339e-06 0.00115511 0.00322338 -0.000393397 -1.74514e-08 -0.000853671 -0.0013323 0.00549529 0.00924083 -0.00154931 -0.00227545 -0.00274948 -0.011694 -0.00252556 -0.00109919 0.000537696 0.0043571 -0.00205926 0.000256512 -0.00400446 -0.00645503 0.00221285 0.000266773 0.00511488 -0.00837105 -0.000642137 0.00848181 -0.00638343 0.00242919 -0.00967612
internal_weight=1.3259e+06 6360 2723 3637 1.31954e+06 10861 9479 292 222 9187 6555 5896 144 5752 2928 2152 871 1281 839 2824 442 115 2632 416 147 2216 332 70 1382 68
internal_count=1325899 6360 2723 3637 1319539 10861 9479 292 222 9187 6555 5896 144 5752 2928 2152 871 1281 839 2824 442 115 2632 416 147 2216 332 70 1382 68
cat_boundaries=0 1
cat_threshold=101
is_linear=0
shrinkage=0.05


Tree=297
num_leaves=31
num_cat=1
split_feature=12 77 14 77 14 11 12 20 38 30 57 105 30 86 131 53 84 67 114 136 28 73 30 102 2 85 26 117 34 106
split_gain=3.47285 12.1873 11.306 13.9233 8.70858 7.97138 7.31453 9.02966 7.51741 12.9489 7.04917 8.34352 12.947 11.8115 7.5136 6.78147 6.58808 7.18013 6.42808 6.35097 6.34498 6.14446 6.66868 6.1388 6.02707 5.99624 5.881 5.85359 5.80728 5.78605
threshold=1.9650000333786013 15.055000305175783 2.2250000238418584 3.2849999666213994 1.435000002384186 13.050000190734865 2.1550000905990605 5.1849999427795419 18.349999427795414 1014.5499877929689 340.52664184570318 -0.52417379617691029 1016.2500000000001 0.84865134954452526 322.50000000000006 0.58499997854232799 0.74641796946525585 13.015000343322756 -0.043617725372314446 0 1017.3500061035157 0.6050383746623994 1013.2500000000001 0.91565769910812389 311.50000000000006 0.88624027371406566 219.50000000000003 0.97233289480209362 18.250000000000004 1.0000000180025095e-35
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 29 3 -2 -5 6 8 -8 -6 -10 11 16 13 14 27 18 20 19 -14 24 23 -15 -23 -3 -18 -25 -17 -13 -11 -1
right_child=2 10 -4 4 5 -7 7 -9 9 28 -12 12 15 21 -16 26 17 -19 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-1.5443652052146253e-05 -2.3614313423712342e-05 -0.0065258543597553498 -3.2076123139512763e-05 0.0043784793331268371 4.5414775830316091e-05 0.0030818063211546396 -0.0057414358959454494 0.0013321808118815647 0.00094116333954386228 0.019630529397378405 -0.0078134440102682386 0.0014146215923378598 -0.0060702777218169801 0.0085103235692462927 -0.019827454727070006 0.010155406144518306 0.00073415521271572243 0.0016740976417971042 -0.026042900163125483 -0.0024969430930742481 0.0020478051368390091 0.0094118860640352783 -0.0037290159154508731 -0.010587142951482414 -0.0017745828413497915 -0.038685165009190961 -0.0020179779668016008 -0.013767041200771929 0.0055119432136941614 -0.0017758384964879879
leaf_weight=748016 68546 485 406864 1827 29994 3892 457 35290 785 161 390 683 282 980 51 112 4337 1914 47 8998 184 155 256 49 5344 31 869 70 133 4697
leaf_count=748016 68546 485 406864 1827 29994 3892 457 35290 785 161 390 683 282 980 51 112 4337 1914 47 8998 184 155 256 49 5344 31 869 70 133 4697
internal_value=5.24722e-06 -6.26656e-05 0.000101666 0.000487356 0.000970199 0.000882139 0.000754017 0.00124175 0.00019292 0.00429325 -0.00114346 -0.00103877 0.00122213 0.00356976 -0.00125461 -0.00271149 -0.00141008 -0.00124254 -0.00892351 -0.0015414 -0.00601636 0.00635825 0.0012268 -0.00864257 -0.00065002 -0.0214751 -0.000628152 3.31164e-06 0.0132435 -2.64287e-05
internal_weight=1.3259e+06 777950 547949 141085 72539 70712 66820 35747 31073 1079 25237 24847 3505 2195 804 1310 21342 20593 329 18679 749 1391 411 565 9681 80 981 753 294 752713
internal_count=1325899 777950 547949 141085 72539 70712 66820 35747 31073 1079 25237 24847 3505 2195 804 1310 21342 20593 329 18679 749 1391 411 565 9681 80 981 753 294 752713
cat_boundaries=0 1
cat_threshold=6279
is_linear=0
shrinkage=0.05


Tree=298
num_leaves=31
num_cat=4
split_feature=4 82 23 36 64 85 98 52 127 54 28 119 71 93 67 17 136 67 35 136 67 28 14 11 136 121 65 75 136 122
split_gain=3.03794 7.33705 6.9763 3.62423 7.73199 3.52039 3.46758 3.19726 4.46497 3.99145 7.26376 3.9448 3.20753 3.04929 12.3433 9.88282 9.74264 9.52075 9.91485 9.2859 9.24009 9.06351 8.89717 8.7409 9.77673 10.6175 9.02193 9.85599 8.70971 8.9096
threshold=15.050000190734865 232.03525543212893 5.2349998950958261 6.6499998569488534 2.4650000333786015 0.9004926085472108 -0.81555280089378346 20.515000343322757 0.93663650751113903 0.064999999478459372 1012.8500061035157 -0.39873388409614557 330.93954467773443 -0.60750499367713917 0.67500001192092907 7.4149999618530282 0 17.914999961853031 14.84999990463257 1 7.4849998950958261 1020.5499877929689 2.185000061988831 9.7500000000000018 2 -0.71322327852249134 6.5150001049041757 0.75810781121253978 3 -0.72534674406051625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 1 2 2 2 1 2
left_child=3 5 -3 4 6 -2 -1 8 11 10 -10 -4 -13 14 -5 16 20 21 19 -19 -16 28 -21 24 -23 -26 27 -27 29 -17
right_child=1 2 7 13 -6 -7 -8 -9 9 -11 -12 12 -14 -15 15 17 -18 18 -20 22 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.011949794527608901 -4.3581343677446888e-05 0.011945551459836523 0.026209563935514203 -0.0011752827244119635 -0.020405054738601814 -0.007992854792913744 0.013890949103547136 -0.00047820113373225263 -0.030094656239038915 0.001211360505845851 0.0066825315454043452 0.004444812271069732 0.02220486693729002 -3.1670353364473689e-05 0.0022454429902417357 -0.0030818143137034317 0.00060947742893179273 0.0041339991245714523 0.0045316203763884821 0.0019999185905547143 0.008381144017524397 0.00015428729234218748 -0.0010900844725928434 -0.0036738603522789843 0.01015218791803537 0.0024915813935496795 -0.0018084583662060019 0.0106058576596171 8.4284344606819285e-05 -0.00035834386426130673
leaf_weight=20 3528 205 22 15503 65 145 37 713 29 522 25 1145 26 1118702 5962 4447 16721 1785 2159 4030 684 2505 5521 636 631 1335 726 520 128302 9248
leaf_count=20 3528 205 22 15503 65 145 37 713 29 522 25 1145 26 1118702 5962 4447 16721 1785 2159 4030 684 2505 5521 636 631 1335 726 520 128302 9248
internal_value=4.98392e-06 0.00109513 0.00308068 -2.70464e-07 -0.0086177 -0.000357397 0.00482402 0.00234848 0.00348779 -0.000127346 -0.0130682 0.00523323 0.00483914 5.26348e-07 0.000179977 0.000293418 0.00125464 0.000154638 0.00142613 0.000834672 0.0028726 3.89737e-05 0.000213504 0.00188664 0.00250524 0.00432477 0.00291684 0.0047662 -4.36918e-05 -0.00124179
internal_weight=1.3259e+06 6360 2687 1.31954e+06 122 3673 57 2482 1769 576 54 1193 1171 1.31942e+06 200715 185212 23367 161845 13495 11336 6646 148350 9551 6353 5717 3212 2581 1855 141997 13695
internal_count=1325899 6360 2687 1319539 122 3673 57 2482 1769 576 54 1193 1171 1319417 200715 185212 23367 161845 13495 11336 6646 148350 9551 6353 5717 3212 2581 1855 141997 13695
cat_boundaries=0 1 2 3 4
cat_threshold=7426 5172 224 4116
is_linear=0
shrinkage=0.05


Tree=299
num_leaves=31
num_cat=2
split_feature=89 34 136 136 53 80 4 98 20 94 126 4 21 95 63 63 8 58 37 13 15 95 39 4 22 123 96 85 122 4
split_gain=3.04956 4.95543 7.53658 6.30435 6.18048 5.55609 5.82725 5.43349 6.36768 6.32748 4.86091 4.75681 5.5196 7.55912 4.98493 4.67179 4.6591 4.95816 4.63373 5.1522 10.7338 6.43581 6.45268 4.59032 5.39801 4.51779 5.77831 4.4511 4.39954 5.66574
threshold=1.0000000180025095e-35 12.150000095367433 0 1 0.42499999701976782 154.47190093994143 2.7500000000000004 -0.93914023041725148 6.0150001049041757 0.51000356674194347 0.97988739609718334 11.750000000000002 5.1050000190734872 0.13039129227399829 0.21268164366483691 0.47784967720508581 15.449999809265138 111.06040954589845 13.150000095367433 1.4049999713897707 1.3350000381469729 -0.41024902462959284 13.750000000000002 10.650000095367433 4.4249999523162851 0.095842104405164733 -0.37586970627307886 0.90238997340202343 -0.23343648016452787 13.050000190734865
decision_type=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 2 2 2
left_child=-1 3 10 15 11 6 -6 9 -9 -7 -3 12 13 14 -4 -2 17 -10 23 20 -20 22 -22 24 -5 -26 -27 -8 -13 -30
right_child=1 2 4 18 5 7 27 8 16 -11 -12 28 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=1.8509234070070298e-05 -0.0010400726330124189 -0.002359157080301945 0.025632927939295769 -0.015269876767594654 -0.014374502239151122 -0.0013200647410755238 -0.0035958452856737835 0.0011873836843581021 -0.0059079422996556738 -0.0089667609226369328 0.0071545031985580715 -0.015048572809182054 0.0060308572127707356 -0.011341336551046651 0.0014992454006558086 0.0037016876789465951 0.0090564384737075124 -0.00058936152781161966 0.0048364773370946452 0.0019680147391482601 0.055022147015013081 0.0066870603264997837 0.018067493112314315 0.0057002187737433072 9.1707545239837988e-05 0.0033806053177470583 0.02027503260395537 0.020479420628398658 -0.013802317421262464 0.019039839197849406
leaf_weight=1283556 4514 6725 23 52 134 5706 479 7399 457 284 137 68 880 123 307 587 121 10650 150 253 27 23 21 550 2185 356 59 20 24 29
leaf_count=1283556 4514 6725 23 52 134 5706 479 7399 457 284 137 68 880 123 307 587 121 10650 150 253 27 23 21 550 2185 356 59 20 24 29
internal_value=4.7366e-06 -0.000412757 -0.000689352 0.000645026 -0.000308962 -0.000491612 -0.00511691 -0.000372677 4.85667e-05 -0.00168261 -0.00216606 0.00286079 0.00372243 -0.00076194 0.00318129 -0.000493445 -0.000701888 -0.000808196 0.00222013 0.00684008 0.0124176 0.0284341 0.0388545 0.00154316 0.000681022 0.00100004 0.00578246 -0.0026309 -0.00663143 0.00416792
internal_weight=1.3259e+06 42343 33566 8777 26704 25250 633 24617 18627 5990 6862 1454 1333 453 330 5101 11228 11107 3676 474 221 71 48 3202 2652 2600 415 499 121 53
internal_count=1325899 42343 33566 8777 26704 25250 633 24617 18627 5990 6862 1454 1333 453 330 5101 11228 11107 3676 474 221 71 48 3202 2652 2600 415 499 121 53
cat_boundaries=0 1 2
cat_threshold=6660 195
is_linear=0
shrinkage=0.05


Tree=300
num_leaves=31
num_cat=3
split_feature=91 87 67 136 12 101 118 34 39 31 67 54 16 31 136 14 24 120 38 111 37 106 135 128 28 70 136 22 82 103
split_gain=3.24823 8.60527 9.91005 6.3148 9.64281 7.0637 6.9003 6.26289 9.2162 11.1657 8.20501 11.9874 10.1264 11.2533 7.27371 7.89117 7.0784 6.86812 6.71285 6.77425 7.4722 7.92547 7.27137 6.57612 6.35301 9.68256 10.1791 8.96213 8.59007 8.23064
threshold=-0.88276275992393483 0.68998026847839367 1.3149999976158144 0 0.74500000476837169 0.031756272539496429 -0.66259482502937306 10.34999990463257 13.34999990463257 1009.3500061035157 9.0250000953674334 0.72500002384185802 14.039999961853029 1014.6499938964845 1 2.2849999666213994 127.50000000000001 0.9238443672657014 13.949999809265138 0.15549868345260623 11.550000190734865 -0.94222456216812123 1018.6499938964845 194.50000000000003 1012.0499877929689 306.19735717773443 2 6.7650001049041757 314.36434936523443 0.69522914290428173
decision_type=2 2 2 1 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 2
left_child=1 -1 3 4 -3 -5 -7 -4 10 17 11 16 13 -13 15 -11 -9 -10 19 23 21 -21 -22 -12 29 26 -26 -27 -28 -16
right_child=-2 2 7 5 -6 6 -8 8 9 14 18 12 -14 -15 24 -17 -18 -19 -20 20 22 -23 -24 -25 25 27 28 -29 -30 -31
leaf_value=-0.0010048228139228706 3.5417641606978054e-05 0.016399823330709194 0.00059189462450074802 -0.0016938987021338642 -0.0036890925326099645 -0.0073748206781460365 0.00056862645383712091 -0.019162332647967906 -0.0010662947155547753 0.0018315482268762976 -0.00060605761410758457 -0.00024112887775053541 0.00016138859069914977 -0.0026112699708602301 0.0010348845729532155 -4.595887685615808e-05 0.001452946798885256 -0.0095265195510891854 -0.0055369063998210906 0.0027247984236564854 0.00060271414619124061 -0.0010982181723621246 0.0049529740429927211 -0.0060554899778524542 -0.010326182610164356 0.00025633065157836134 0.00041325993121055514 -0.002915236362164177 -0.0019717344225138895 0.0074898113479305601
leaf_weight=26863 1016944 61 39911 9526 2881 283 8055 42 11504 15298 23450 7154 7938 16696 8322 8825 4840 245 564 1528 29406 12020 993 567 218 3954 58052 5101 4038 525
leaf_count=26863 1016944 61 39911 9526 2881 283 8055 42 11504 15298 23450 7154 7938 16696 8322 8825 4840 245 564 1528 29406 12020 993 567 218 3954 58052 5101 4038 525
internal_value=-7.71299e-06 -0.000149724 -6.82671e-05 -0.00111846 -0.00326148 -0.00076328 0.000299018 1.53897e-05 -8.85912e-05 0.000218591 -0.000427555 -0.0010312 -0.00138548 -0.00190033 0.00038315 0.00114422 0.00127559 -0.00124271 -0.000104537 -5.94563e-05 0.000309569 -0.000667042 0.000744818 -0.000734709 0.000154098 -2.56095e-06 0.000219464 -0.00153032 0.000258111 0.00141793
internal_weight=1.3258e+06 308860 281997 20806 2942 17864 8338 261191 221280 116082 105198 36670 31788 23850 104333 24123 4882 11749 68528 67964 43947 13548 30399 24017 80210 71363 62308 9055 62090 8847
internal_count=1325804 308860 281997 20806 2942 17864 8338 261191 221280 116082 105198 36670 31788 23850 104333 24123 4882 11749 68528 67964 43947 13548 30399 24017 80210 71363 62308 9055 62090 8847
cat_boundaries=0 1 2 3
cat_threshold=834 4496 4
is_linear=0
shrinkage=0.05


Tree=301
num_leaves=31
num_cat=0
split_feature=16 24 93 24 16 56 18 90 80 30 54 67 108 70 52 56 66 68 52 28 56 30 54 28 35 113 37 32 24 28
split_gain=3.00842 9.07195 15.5915 22.6836 13.8471 12.4913 9.77522 7.64393 7.24098 7.01829 6.76562 11.462 10.2517 9.5738 9.38461 13.6302 13.1922 12.0358 12.1094 12.9272 11.2617 9.86317 10.8711 10.8348 9.39016 9.19693 9.19551 12.2639 9.79486 10.8658
threshold=13.344999790191652 206.50000000000003 0.11377011239528657 286.50000000000006 16.335000038146976 230.56867980957034 11.120000362396242 -0.91322317719459523 284.75555419921881 1016.6499938964845 4.9349999427795419 8.9049997329711932 0.65685600042343151 316.39086914062506 4.4949998855590829 254.86667633056643 0.83499997854232799 286.65040588378912 0.70499998331069957 1020.8500061035157 268.44438171386724 1012.2500000000001 1.6950000524520876 1008.7500000000001 15.650000095367433 -0.94828754663467396 13.650000095367433 11.050000190734865 231.50000000000003 1016.7500000000001
decision_type=2 2 2 2 2 2 2 2 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 5 3 9 6 7 -5 -2 -6 -3 14 26 25 -14 15 17 -16 -1 19 24 -18 23 -23 -17 -19 -13 27 -12 -28 -30
right_child=1 2 -4 4 8 -7 -8 -9 -10 -11 11 12 13 -15 16 21 20 18 -20 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-2.5288935130703981e-05 -0.0038064238069747758 0.001028749920451786 5.0026832222561743e-05 0.0057804156510016013 0.0034122224768675029 -0.0028517104464741453 0.0011128923612703397 -0.00014120897824029664 0.0087685901540236304 -8.4466086466158927e-05 5.6758206346251617e-05 0.00032846008195250423 0.0011724595376350804 -0.00061754479557475585 -0.0018878668526363712 8.8144509347784424e-05 0.0003116837292518071 0.0011676858652870826 0.00036409444411420301 0.0072462913463264321 0.0023700431074509046 0.00023858067898316563 -0.00095559631568426981 -0.0022957853384055044 0.0066636958101229122 -0.00070688622486600591 0.0035930821193169422 -0.0025240749026841226 -0.0013484721341380905 0.0010310338724725807
leaf_weight=527333 1448 31370 259554 1391 1166 4716 5795 80832 1375 25805 6561 32039 24644 10719 3805 7082 14444 10873 65245 1093 12307 41631 35148 14576 837 64894 1488 15425 15197 7011
leaf_count=527333 1448 31370 259554 1391 1166 4716 5795 80832 1375 25805 6561 32039 24644 10719 3805 7082 14444 10873 65245 1093 12307 41631 35148 14576 837 64894 1488 15425 15197 7011
internal_value=-7.33123e-06 0.000104553 0.000225458 0.000906064 0.0031382 -0.000349149 0.00201639 -0.000205711 0.00631069 0.000526318 -5.80339e-05 -0.000334612 -9.88277e-05 0.000629885 8.9958e-06 -2.82466e-05 0.000866826 6.04803e-05 0.000639982 0.00204592 0.00125865 -0.000573911 -0.000308091 -0.00151626 0.00156053 -0.000364676 -0.00101745 -0.00175391 -0.000334134 -0.000597269
internal_weight=1.3258e+06 413452 326456 66902 9727 86996 7186 82280 2541 57175 912352 177978 132296 35363 734374 703818 30556 605381 78048 12803 26751 98437 76779 21658 11710 96933 45682 21986 23696 22208
internal_count=1325804 413452 326456 66902 9727 86996 7186 82280 2541 57175 912352 177978 132296 35363 734374 703818 30556 605381 78048 12803 26751 98437 76779 21658 11710 96933 45682 21986 23696 22208
is_linear=0
shrinkage=0.05


Tree=302
num_leaves=31
num_cat=4
split_feature=2 124 86 136 126 8 53 4 32 53 136 15 55 3 68 54 82 136 31 101 52 92 136 93 54 56 55 39 8 80
split_gain=3.05494 7.86801 14.3831 10.3344 11.3356 8.51661 7.51189 6.67159 6.99219 9.02516 6.60743 6.53052 6.33074 6.04481 9.84669 7.92857 11.0566 15.3297 11.1383 11.8956 10.5919 15.6478 17.7405 15.3019 12.2323 13.2778 11.6399 11.3218 10.789 11.4788
threshold=285.50000000000006 0.66259482502937328 0.75939890742301952 0 0.2503704726696015 3.2500000000000004 4.4749999046325692 2.7500000000000004 11.750000000000002 0.54500001668930065 1 0.9350000023841859 1.3149999976158144 275.50000000000006 293.63284301757818 1.3350000381469729 311.60963439941412 2 1018.0499877929689 0.69524213671684276 4.0650000572204599 0.15817140787839892 3 0.84000840783119213 5.4749999046325692 257.12010192871099 0.88499999046325695 20.44999980926514 9.7500000000000018 304.10208129882818
decision_type=2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 10 -6 11 12 -7 -9 -10 14 -2 16 -15 -18 19 -19 21 22 27 -23 25 -22 -25 28 29 -17
right_child=13 2 3 -5 7 6 -8 8 9 -11 -12 -13 -14 15 -16 20 17 18 -20 -21 24 23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-4.9311682306547121e-06 2.3612179477453922e-05 3.3819323205784154e-05 0.0013752250713777196 0.00053818003777988651 -0.0014812905062918126 0.0013429025407133038 0.0036992088452290108 0.019623603170648929 0.011590822822674924 0.0022601632202416651 0.0099996595455644748 -0.00022434307643333205 -0.0025442749829380773 -6.1936187820976773e-05 0.0012432626871569017 0.0039654213153937105 0.004622628551725857 0.0025450239440149756 -0.001643756944807048 -0.00059975538196645401 -0.0001730903283911229 -0.0013782382345311247 -0.00083719774030214817 -0.011384421574086014 -0.00033193812424457057 0.0020162433342695574 -0.0036444375107431838 0.011340661459590388 0.0031353384898695812 -0.00075824505660296434
leaf_weight=566460 83059 66690 2159 20764 1916 294 2631 42 453 3794 1093 3128 96 297371 20666 1552 2744 7812 4170 4889 15144 21886 46562 590 122424 12761 2749 271 4127 7507
leaf_count=566460 83059 66690 2159 20764 1916 294 2631 42 453 3794 1093 3128 96 297371 20666 1552 2744 7812 4170 4889 15144 21886 46562 590 122424 12761 2749 271 4127 7507
internal_value=-6.96467e-06 6.81796e-05 0.000470026 0.00126988 0.00224163 0.00390798 0.00526891 0.00115238 0.00182402 0.00312721 0.00824648 3.86266e-05 0.00911911 -8.36244e-05 0.000266613 -0.00014937 1.39052e-05 0.00116369 0.000598013 0.0013345 -0.000369073 -0.000814303 -0.00037513 -0.00185925 -0.000116606 0.000828095 -0.00501209 0.00122336 0.00101636 5.10198e-05
internal_weight=1.3258e+06 669520 103060 36370 15606 6177 4018 9429 7513 4343 1387 3170 549 656284 103725 552559 316986 19615 16871 12701 235573 85244 60019 25225 150329 27905 3339 13457 13186 9059
internal_count=1325804 669520 103060 36370 15606 6177 4018 9429 7513 4343 1387 3170 549 656284 103725 552559 316986 19615 16871 12701 235573 85244 60019 25225 150329 27905 3339 13457 13186 9059
cat_boundaries=0 1 2 3 4
cat_threshold=1814 1026 288 1296
is_linear=0
shrinkage=0.05


Tree=303
num_leaves=31
num_cat=3
split_feature=91 87 67 136 12 101 18 85 38 52 18 26 92 73 67 136 111 125 90 64 56 28 124 96 89 60 127 4 136 28
split_gain=3.00076 7.87672 8.9486 6.54533 8.96454 5.78956 5.7493 8.72737 10.2096 9.90232 8.39231 10.9045 9.58484 11.847 7.78513 14.1688 8.2993 7.67937 7.1221 6.73818 7.38158 8.31827 6.72134 6.42287 7.61832 7.73263 6.94561 6.21227 6.14044 13.6302
threshold=-0.88276275992393483 0.7241865098476411 1.3149999976158144 0 0.74500000476837169 0.031756272539496429 11.775000095367433 0.83760946989059459 12.150000095367433 4.555000066757203 14.039999961853029 293.50000000000006 0.17019893974065783 0.77605313062667858 11.97499990463257 1 0.7747057080268861 0.77159520983695995 -0.31613126397132868 2.2649999856948857 269.39038085937506 1020.4500122070314 0.82409480214118969 -0.94810107350349415 -0.39046044647693628 0.75513029098510753 -1.0000000180025095e-35 0.15000000223517421 2 1022.0499877929689
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 1 2
left_child=1 -1 3 4 -3 -5 7 -4 9 17 11 14 13 -13 15 16 -8 27 -18 -17 21 -21 -10 -15 25 -25 -27 -9 -19 -30
right_child=-2 2 6 5 -6 -7 10 8 22 -11 -12 12 -14 23 -16 19 18 28 -20 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00075200451792397673 3.4844629375322028e-05 0.016515677059734508 0.00080946000140524443 -0.0015526580395603632 -0.003690302528920956 0.00028588687892605575 0.00074532503592377244 0.0074600593264858225 3.4720353506279214e-05 0.00054360377539208434 0.00032966479855390314 -0.00067738617585824668 -0.00080371268666981426 -0.0011738962545306216 0.00045986487093604175 0.0021921963373719476 -0.0076044778734400426 -0.0018065192411453102 0.01439375616493635 -0.0050556818900472618 -0.0012491713249074812 -4.1530866757806523e-05 0.0014985864789245772 -0.005558371069770955 0.015949052385985853 -0.025647790076004137 -0.0092639800249700154 -0.00082999019731921854 -0.006611014062710298 0.0034019054763854773
leaf_weight=45319 1016944 56 48742 9089 2774 8096 11519 233 34224 7532 48787 2847 19498 812 28861 915 459 4873 40 3420 6998 1091 10172 2221 38 90 230 7504 2011 409
leaf_count=45319 1016944 56 48742 9089 2774 8096 11519 233 34224 7532 48787 2847 19498 812 28861 915 459 4873 40 3420 6998 1091 10172 2221 38 90 230 7504 2011 409
internal_value=-6.61053e-06 -0.000143105 -3.83971e-05 -0.00105469 -0.00327888 -0.000686105 4.51302e-05 0.000300487 -7.00191e-05 -0.000936098 -0.000186003 -0.0005043 -0.0013495 -0.00305544 -9.62184e-05 -0.000752839 0.000471458 -0.00167762 -0.00584109 -0.00193595 -0.00226583 -0.00384299 0.000370121 -0.00505199 -0.00627301 -0.00660534 -0.0138719 -0.000580335 -0.00284171 -0.00489851
internal_weight=1.3258e+06 308860 263541 20015 2830 17185 243526 115700 66958 22562 127826 79039 25736 6238 53303 24442 12018 15030 499 12424 11509 4511 44396 3391 2579 2541 320 7737 7293 2420
internal_count=1325804 308860 263541 20015 2830 17185 243526 115700 66958 22562 127826 79039 25736 6238 53303 24442 12018 15030 499 12424 11509 4511 44396 3391 2579 2541 320 7737 7293 2420
cat_boundaries=0 1 2 3
cat_threshold=834 3360 405
is_linear=0
shrinkage=0.05


Tree=304
num_leaves=31
num_cat=3
split_feature=12 14 87 78 28 76 14 74 136 61 75 30 121 38 72 136 68 73 19 136 52 111 97 127 93 25 122 33 106 28
split_gain=2.96299 10.9159 12.3619 7.606 8.71184 7.41184 9.50626 8.26682 8.55632 7.56242 8.74664 12.0006 9.34985 9.2957 9.14615 8.03285 8.5897 8.13344 6.97123 6.84183 6.88971 6.71798 6.6229 6.43812 6.37831 8.53033 9.20769 7.87193 8.37483 8.33172
threshold=2.0749999284744267 2.2250000238418584 0.59975415468215953 7.4249999523162851 1029.7500000000002 7.555000066757203 1.1250000000000002 0.37895812094211584 0 0.48600694537162786 0.77144730091094982 1015.1499938964845 0.8038262426853181 14.449999809265138 0.79896011948585521 1 297.90258789062506 0.90880990028381359 9.5450000762939471 2 5.5750000476837167 0.35268990695476538 -0.76060134172439564 0.93663650751113903 0.38271413743495947 250.50000000000003 0.04361772537231446 14.550000190734865 -0.52349081635475148 1020.3500061035157
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 19 9 23 -8 -9 10 -1 14 13 21 18 16 -11 -18 -12 20 -5 -13 -20 -7 -21 26 -26 29 -29 -27
right_child=1 -3 -4 4 -6 6 7 8 -10 15 11 12 -14 -15 -16 -17 17 -19 22 24 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=1.8291387317208404e-05 -5.5829672647758047e-05 -2.6368714836369774e-05 0.0010740709455891084 -0.0026150191442995286 0.0065882317023509482 0.0022788376633425633 -0.0016792412344471782 0.0022469562880815517 1.620318792960122e-05 0.00016893844934436539 -0.0022837009017067137 0.0019892436586048542 -0.0016690313869835161 0.0006887804556132966 -0.003132252461969342 -0.00093725997772003706 -0.0015533364780953799 0.0048018303756671163 0.0034434331224828738 -0.00016464905970782126 0.0015555201105568229 0.0056303634896361617 -0.0020676553299134458 0.0084341936387467165 -0.0085023018667402441 -0.0019109466438849588 0.003617440089744765 8.705196728811662e-05 0.006220410324987314 0.00036022137271149381
leaf_weight=523095 44125 393150 53628 5925 447 3950 3924 6849 11526 60955 1244 2088 1263 2927 2138 42642 11746 526 2337 117091 1189 3221 711 476 699 15514 202 6145 612 5459
leaf_count=523095 44125 393150 53628 5925 447 3950 3924 6849 11526 60955 1244 2088 1263 2927 2138 42642 11746 526 2337 117091 1189 3221 711 476 699 15514 202 6145 612 5459
internal_value=-6.28068e-06 9.11991e-05 0.000564042 -6.35966e-05 -0.000381836 7.96943e-06 0.000824155 0.000404029 0.000848914 -2.53376e-05 5.34386e-05 0.00120764 0.00233677 0.00295107 -0.000460417 -0.000391805 -7.40348e-05 -0.00128094 0.000870521 -0.000402222 -0.00191528 0.00419833 0.00215787 0.00294082 -0.000328202 -0.00099719 -0.00578511 -0.000841621 0.000642567 -0.00131979
internal_weight=1.3258e+06 490903 97753 834901 153283 681618 26725 22299 18375 654893 539024 15929 9499 8236 6430 115869 73227 12272 4292 152836 7114 5309 3048 4426 145722 28631 901 27730 6757 20973
internal_count=1325804 490903 97753 834901 153283 681618 26725 22299 18375 654893 539024 15929 9499 8236 6430 115869 73227 12272 4292 152836 7114 5309 3048 4426 145722 28631 901 27730 6757 20973
cat_boundaries=0 1 2 3
cat_threshold=1428 6945 32
is_linear=0
shrinkage=0.05


Tree=305
num_leaves=31
num_cat=2
split_feature=90 34 93 136 39 68 111 95 16 15 136 76 52 32 100 108 95 1 92 3 98 52 35 1 8 125 56 71 84 120
split_gain=3.95051 8.87108 8.11212 6.4496 5.15536 6.3886 7.94319 7.02118 5.35229 5.30637 5.08865 7.84609 5.2609 10.3816 7.42093 6.06016 5.56291 5.16399 5.59155 5.12095 5.76973 7.08457 5.54998 4.95993 4.87324 4.71941 5.63721 4.8379 4.57322 4.47566
threshold=1.0000000180025095e-35 11.949999809265138 0.33360102772712713 0 12.650000095367433 284.78637695312506 0.57451865077018749 -0.83107626438140858 13.344999790191652 1.3750000000000002 1 20.164999961853031 5.0350000858306894 15.150000095367433 0.70056062936782848 0.65685600042343151 -0.92101618647575367 140.50000000000003 -0.36131212115287775 150.50000000000003 -0.30130703747272486 0.42499999701976782 14.650000095367433 262.50000000000006 15.650000095367433 0.58068084716796886 135.45115661621097 318.56846618652349 0.87841740250587474 -0.46173103153705591
decision_type=2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 -2 -4 6 -6 -8 -9 -10 19 25 13 17 -14 -15 -17 -13 -19 22 -21 -22 23 -3 -7 -12 -27 -28 -25 -29
right_child=1 2 4 -5 5 24 7 8 9 -11 11 12 14 15 -16 16 -18 18 -20 20 21 -23 -24 28 -26 26 27 29 -30 -31
leaf_value=4.3213447607475423e-06 0.0028477763449598881 -0.0021524917697588251 -0.0061207699636412309 -0.00011763152561695351 -0.0015440480164848622 -0.00050520311882548284 -0.00083734594655277971 -0.01569108833757063 0.015429263692349197 -0.015432130430753416 -0.0010382210408583141 -0.0030690168127181384 0.0028644111258472552 -8.5227234539256183e-05 -0.011195131849469804 0.031180144249206801 0.01231911236345268 0.0072098578841421623 0.00026707299454120967 -0.0026274858799172811 0.030638960003852845 0.0016378588052617948 0.0037472767221621477 0.0029176480001976268 0.012351426840215535 -0.0042892745578948519 0.0014570129868090465 0.00041214323412955349 0.023645495875825873 -0.0085673354778312682
leaf_weight=1283200 3017 1544 954 4657 894 1723 170 311 30 26 11964 347 248 67 151 53 149 605 557 6382 22 492 835 158 77 542 5772 329 32 240
leaf_count=1283200 3017 1544 954 4657 894 1723 170 311 30 26 11964 347 248 67 151 53 149 605 557 6382 22 492 835 158 77 542 5772 329 32 240
internal_value=-1.13594e-05 -0.000486508 -0.000826956 0.00105176 -0.00289119 -0.00193761 -0.00443118 -0.00923768 -0.0131288 0.00110076 -0.000543614 -0.000109759 0.00273223 0.0038966 -0.00245637 0.0129457 0.0172678 0.00228348 0.00388186 -0.0015056 -0.00221704 0.00287915 0.000398277 -0.00121442 4.47749e-05 -0.000438094 0.000605045 0.00102339 0.00640865 -0.00337533
internal_weight=1.32555e+06 42348 34674 7674 4185 3231 1431 537 367 56 30489 21024 2177 1778 399 269 202 1509 1162 9465 6896 514 2569 1734 1800 18847 6883 6341 190 569
internal_count=1325548 42348 34674 7674 4185 3231 1431 537 367 56 30489 21024 2177 1778 399 269 202 1509 1162 9465 6896 514 2569 1734 1800 18847 6883 6341 190 569
cat_boundaries=0 1 2
cat_threshold=6932 4613
is_linear=0
shrinkage=0.05


Tree=306
num_leaves=31
num_cat=3
split_feature=89 93 126 109 8 136 117 58 86 27 99 11 87 112 126 136 24 86 88 121 87 53 127 86 39 136 35 28 36 61
split_gain=3.6502 5.47252 8.46377 7.39642 5.90937 5.86891 5.48455 5.39656 5.20478 4.98868 4.9721 4.70709 5.58131 4.82737 4.60934 5.02797 6.91919 6.77538 4.59759 5.12113 4.85194 5.30813 5.09706 5.44902 4.52422 4.48198 5.31343 5.99437 5.20136 5.15537
threshold=1.0000000180025095e-35 0.5099012851715089 0.97625884413719188 0.93705546855926525 14.34999990463257 0 -0.92384436726570118 264.13055419921881 0.89861848950386058 346.50000000000006 -0.58595919609069813 10.250000000000002 0.89073261618614208 -0.47714059054851526 0.9996192753314973 1 329.50000000000006 0.90861672163009655 -0.40953627228736872 -0.99535831809043873 0.89148643612861644 0.10500000044703485 0.608738273382187 0.75939890742301952 15.449999809265138 2 11.550000190734865 1016.4500122070314 22.250000000000004 0.27087228000164038
decision_type=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 1 2 2 2 2
left_child=-1 2 4 5 9 10 -3 -5 -6 25 -4 -7 13 -13 15 -8 18 -18 -17 -20 21 -21 -23 -24 -11 -2 -27 28 29 -28
right_child=1 6 3 7 8 11 14 -9 -10 24 -12 12 -14 -15 -16 16 17 -19 19 20 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=4.2612137414035161e-06 0.0002096330543093118 -0.014412852369291199 0.0049629406429037614 0.017598887415859254 0.0050238369850919822 -0.00049398910049306311 -0.00026155757511879638 0.0029332681354034048 -0.0043389245384058903 -0.013108138619879688 0.020865965524657831 0.0074950738222752181 -0.011612961831546966 0.033937502765495862 -0.011886353746291486 -0.0029193031707895212 0.0017338408326560803 0.032129819095134737 0.015575120606947513 0.00692181317400272 -0.021366473858555158 -0.016245252551499775 0.015969093509816699 -0.0076818675923355437 0.012449756306596102 0.0015132147689179006 0.0013516348431793996 -0.0028439467158133656 0.0056837216064086768 -0.0012771046110256164
leaf_weight=1283316 13295 88 253 138 825 1266 2858 115 181 129 61 45 21 28 111 1046 220 20 21 55 75 167 28 187 20 1962 2204 4374 309 12130
leaf_count=1283316 13295 88 253 138 825 1266 2858 115 181 129 61 45 21 28 111 1046 220 20 21 55 75 167 28 187 20 1962 2204 4374 309 12130
internal_value=-1.07904e-05 -0.00046817 -0.000262536 0.00296455 -0.000438058 0.00176028 -0.00204357 0.0109327 0.00333928 -0.00054845 0.00780385 0.000305304 0.0111027 0.0176374 -0.00181623 -0.00157724 -0.00362307 0.00426684 -0.00484524 -0.00862484 -0.00961742 -0.00760099 -0.00969197 -0.00460174 -0.00967755 -0.000508763 -0.000963672 -0.00121972 -0.000734549 -0.000872909
internal_weight=1.32555e+06 42232 37356 1927 35429 1674 4876 253 1006 34423 314 1360 94 73 4788 4677 1819 240 1579 533 512 437 382 215 149 34274 20979 19017 14643 14334
internal_count=1325548 42232 37356 1927 35429 1674 4876 253 1006 34423 314 1360 94 73 4788 4677 1819 240 1579 533 512 437 382 215 149 34274 20979 19017 14643 14334
cat_boundaries=0 1 2 3
cat_threshold=198 179 7616
is_linear=0
shrinkage=0.05


Tree=307
num_leaves=31
num_cat=1
split_feature=88 52 37 67 124 131 87 66 136 5 93 111 107 14 92 66 73 76 96 99 30 28 81 99 53 29 67 85 103 39
split_gain=3.48134 7.84563 6.54351 7.73615 6.33432 6.1775 5.11296 6.66584 5.61398 5.35742 5.93683 5.13005 5.10674 5.00281 4.86973 4.82898 5.6383 5.00743 4.75571 4.73276 4.65383 5.10888 5.43127 5.19453 5.0316 5.3238 4.62427 4.62061 4.48636 4.55033
threshold=0.12082643061876298 0.50499999523162853 17.349999427795414 0.24499999731779101 0.64942333102226268 339.50000000000006 0.86848491430282604 14.454999923706056 0 10.750000000000002 0.99583086371421825 0.048995848745107658 -0.97508704662322987 3.6650000810623173 0.17019893974065783 1.235000014305115 0.32429338991642004 2.5149999856948857 -1.0000000180025095e-35 -0.98151051998138417 1018.5499877929689 1015.8500061035157 72.417915344238295 -0.9621562361717223 1.935000002384186 1024.6499633789065 16.954999923706058 0.84285914897918712 0.19524247199296954 13.949999809265138
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 3 12 5 13 7 8 11 10 -9 -6 19 14 26 16 -4 -17 -13 -2 21 -10 -23 -24 28 -26 -3 -20 -22 -30
right_child=1 4 15 -5 6 -7 -8 9 20 -11 -12 18 -14 -15 -16 17 -18 -19 27 -21 24 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=2.0226269307518023e-06 0.017346983260529882 -0.0016884865122531536 0.014446264560648568 0.001328828360203523 -0.011107520789236706 0.015571350638324825 -0.0014230006539605502 0.0061400793764265918 -0.0012666641521879741 -0.0041289324894195475 0.031014845006167892 0.0022739073718744791 -0.011627935892288383 0.017459233685889666 -0.0046996017079698896 0.026972744261096838 -0.00031087209659052037 0.0083176355472427202 0.0067084306141039669 -0.0055569931902964397 -0.0070621270355825999 0.023935622850368765 0.0076906356613275538 0.00036006232304038022 -0.0085971889473029205 0.014654688481599665 0.0023534783820180968 0.029679327774792909 0.00066636543690239917 0.01714845611428728
leaf_weight=1295818 34 11275 83 3426 68 52 4328 592 2485 127 25 1930 201 34 1262 46 294 165 81 67 162 29 315 1038 463 26 755 30 288 49
leaf_count=1295818 34 11275 83 3426 68 52 4328 592 2485 127 25 1930 201 34 1262 46 294 165 81 67 162 29 315 1038 463 26 755 30 288 49
internal_value=-1.02509e-05 -0.000545209 0.00142577 0.000652583 -0.000879936 -0.00162867 -4.77166e-05 0.000724498 0.000243898 0.00522302 0.00714797 0.00239127 -0.00701899 -0.00169579 -0.00174479 0.00632789 0.00293805 0.0123846 0.00285272 0.00215326 -0.000692412 8.86391e-05 0.00252564 0.00206674 -0.00375643 -0.00736089 -0.00143481 0.0129168 -0.000224202 0.00306287
internal_weight=1.32555e+06 29730 4316 3728 25414 13378 12036 7708 6964 744 617 2109 302 13326 13292 588 377 211 2041 101 4855 3867 1382 1353 988 489 12030 111 499 337
internal_count=1325548 29730 4316 3728 25414 13378 12036 7708 6964 744 617 2109 302 13326 13292 588 377 211 2041 101 4855 3867 1382 1353 988 489 12030 111 499 337
cat_boundaries=0 1
cat_threshold=5444
is_linear=0
shrinkage=0.05


Tree=308
num_leaves=31
num_cat=2
split_feature=90 34 95 136 8 136 125 54 35 53 121 4 59 78 55 43 106 67 116 121 65 103 73 67 88 0 116 35 74 94
split_gain=3.38166 7.86982 6.50573 5.82939 5.54278 4.88092 7.26712 5.98758 5.6691 9.13144 5.55411 5.18323 7.44425 5.37325 4.901 5.50031 5.68328 4.78181 6.57625 4.7399 6.69097 4.63496 5.79232 6.836 4.6193 5.04335 6.15016 4.78416 4.61274 5.01681
threshold=1.0000000180025095e-35 11.949999809265138 0.85382685065269481 0 16.650000572204593 1 0.58068084716796886 3.7150000333786015 14.949999809265138 1.1950000524520876 -0.26722820103168482 9.5500001907348651 271.89144897460943 31.605000495910648 1.2849999666213991 13.449999809265138 -0.88667327165603627 9.0250000953674334 -0.9914070963859557 0.13052122294902804 1.4049999713897707 -0.51509359478950489 0.5736539661884309 2.1149998903274541 -0.8014257252216338 336.50000000000006 0.56638467311859142 11.150000095367433 0.83491137623786937 -0.26075929403305048
decision_type=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 2
left_child=-1 3 4 -2 5 8 11 28 14 19 -11 13 -13 -7 15 16 -3 -9 -19 20 -10 -22 23 -23 25 26 -16 -26 29 -8
right_child=1 2 -4 -5 -6 6 7 17 9 10 -12 12 -14 -15 24 -17 -18 18 -20 -21 21 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=4.7695796542890815e-06 0.0027069889608718539 -0.011618629020421829 -0.0035787036758436253 -0.00011223400973226278 0.0073248137445768484 -0.00088630720043534825 0.0024516804383000498 -0.002128685995041161 -0.0039684868566813615 -0.0026156024101618514 0.0023091434090339313 -0.0031277574760906045 -0.01950804268831716 0.0070509043341923155 -0.00061437740717799622 0.01703774624504149 -0.0035772966725046182 0.023043300593762021 0.0015690966820395983 0.019909692568737165 0.026470757107193949 0.019468689262866976 0.011727132697436075 -0.010772772762622382 0.016143894685636751 0.0049524323673297965 -0.0093921078907977084 -0.0010027552596422826 0.0091285511597881952 -0.0012602495122293676
leaf_weight=1283200 3017 249 1946 4657 219 12262 4076 2058 153 1649 877 377 85 217 325 30 1869 38 577 57 33 25 194 74 41 120 517 5221 213 1172
leaf_count=1283200 3017 249 1946 4657 219 12262 4076 2058 153 1649 877 377 85 217 325 30 1869 38 577 57 33 25 194 74 41 120 517 5221 213 1172
internal_value=-9.73839e-06 -0.000449349 -0.000770009 0.000999513 -0.000603005 -0.000656411 -0.000204629 0.000966388 -0.00148765 0.000351991 -0.000905784 -0.000940824 -0.00614145 -0.000748285 -0.00216226 -0.00422154 -0.00452267 -0.000972623 0.00289596 0.00627949 0.00465752 0.00870592 0.00670511 -0.00313604 -0.00145157 -0.00463732 -0.00600403 -0.000869153 0.00191548 0.00162272
internal_weight=1.32555e+06 42348 34674 7674 32728 32509 21075 8134 11434 3062 2526 12941 462 12479 8372 2148 2118 2673 615 536 479 326 293 99 6224 962 842 5262 5461 5248
internal_count=1325548 42348 34674 7674 32728 32509 21075 8134 11434 3062 2526 12941 462 12479 8372 2148 2118 2673 615 536 479 326 293 99 6224 962 842 5262 5461 5248
cat_boundaries=0 1 2
cat_threshold=6932 4629
is_linear=0
shrinkage=0.05


Tree=309
num_leaves=31
num_cat=0
split_feature=70 89 95 43 8 76 77 65 55 29 35 65 91 8 67 89 120 125 31 52 56 32 73 52 6 118 32 120 39 1
split_gain=3.38179 4.72771 5.78112 5.30726 5.12484 6.51923 7.32145 4.69636 10.4236 8.90609 4.60293 6.23709 4.56243 4.25225 4.58624 5.06589 4.12416 4.08617 6.02972 7.25965 5.78222 5.73129 5.86705 5.04166 7.55402 5.29008 7.44481 5.43494 5.40706 5.14718
threshold=322.19624328613287 -0.62255850434303273 0.51123386621475231 8.3499999046325701 14.84999990463257 1.794999957084656 9.8949999809265154 19.005000114440922 1.2549999952316286 1010.6499938964845 6.3500001430511483 13.545000076293947 -0.62978971004486073 12.150000095367433 1.5950000286102297 0.93990889191627514 -0.47714059054851526 0.63605400919914257 1015.9500122070314 1.5950000286102297 347.33976745605474 14.949999809265138 0.83273604512214672 1.5950000286102297 14.750000000000002 0.96811076998710643 11.750000000000002 -0.59480014443397511 12.650000095367433 333.50000000000006
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 17 4 5 6 -3 13 -9 12 11 -4 -10 14 -5 -16 -8 -2 23 20 21 22 -20 24 25 27 -27 -19 -28 -25
right_child=1 3 10 7 -6 -7 16 8 9 -11 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 29 -26 26 28 -29 -30 -31
leaf_value=2.7130870124146821e-06 -0.0015983004836135056 -0.015887118551407509 0.0069438071921467783 0.0037618958481918808 0.0034370077549163193 0.0002645187930577558 -0.0090647139002458521 0.015778938202407868 -0.0060505989845842127 0.00047211379669454841 -0.0020610678809259869 -0.019340314612589241 -0.038090373679995543 -0.016166398052619883 -0.004936309034440315 -0.023687985843907185 0.0087665024682387922 0.0046240121542078056 0.0024736410580594743 -0.0035085454091458184 -0.015143841126171703 -0.018294385094837894 0.015009715799665589 0.0021307253266491175 -0.025466222143732009 -0.00779641873779751 0.028779950464258387 -0.0043200430177821282 0.0034577795637872177 0.0081354395586522611
leaf_weight=1296455 3432 134 31 143 1263 11227 59 94 20 230 6721 83 25 83 471 39 72 248 616 1386 44 29 110 1351 30 42 49 539 37 485
leaf_count=1296455 3432 134 31 143 1263 11227 59 94 20 230 6721 83 25 83 471 39 72 248 616 1386 44 29 110 1351 30 42 49 539 37 485
internal_value=-9.2505e-06 -0.000542377 -0.00115036 0.000125832 0.000413813 8.15566e-05 -0.00766983 -0.00319833 0.00140524 -0.00350795 -0.00223005 -0.0121929 -0.0238505 -0.00550638 -0.00415143 -0.00637026 0.000735649 -0.00027161 0.000645266 -0.00132031 0.00247555 0.00350238 0.00437305 0.0021896 -0.000777808 3.16477e-05 0.00945864 -0.00150159 0.0178855 0.00371694
internal_weight=1.32555e+06 29093 15233 13860 12755 11492 265 1105 369 275 6835 114 45 736 653 510 131 8398 4966 2185 799 755 726 2781 945 915 128 787 86 1836
internal_count=1325548 29093 15233 13860 12755 11492 265 1105 369 275 6835 114 45 736 653 510 131 8398 4966 2185 799 755 726 2781 945 915 128 787 86 1836
is_linear=0
shrinkage=0.05


Tree=310
num_leaves=31
num_cat=1
split_feature=93 126 92 20 11 112 76 92 52 76 37 59 52 13 74 66 34 107 30 39 53 103 14 5 56 28 70 33 136 28
split_gain=3.5094 8.93157 9.52606 10.4729 17.0494 8.77519 8.71191 8.12687 11.78 7.71304 9.37069 7.70508 7.62259 7.51887 7.51503 9.66745 8.89358 9.18045 7.16931 9.58471 6.97092 6.92633 6.93002 6.85745 6.84513 7.61154 10.9995 9.83391 7.98203 7.97945
threshold=-0.67404952645301808 0.9170251488685609 -0.61181876063346852 6.2750000953674325 2.3500000238418584 -0.86159634590148915 19.935000419616703 -0.86820372939109791 2.7350000143051152 13.244999885559084 13.550000190734865 283.21122741699224 5.8250000476837167 3.2549999952316289 0.71804022789001476 3.0749999284744267 11.750000000000002 -0.72873726487159718 1017.7500000000001 13.750000000000002 0.30500000715255743 0.87188714742660534 1.6649999618530276 5.7500000000000009 190.58522796630862 1020.4500122070314 295.32763671875006 14.150000095367433 0 1025.6499633789065
decision_type=2 2 2 2 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 4 9 -4 -3 8 -2 11 -11 -1 -12 24 15 -6 17 -17 -8 20 -20 -7 -23 -19 -5 -26 28 -28 -27 -30
right_child=7 6 5 13 14 21 18 -9 -10 10 12 -13 -14 -15 -16 16 -18 23 19 -21 -22 22 -24 -25 25 26 27 -29 29 -31
leaf_value=0.0027177470690013918 -7.3087196564241514e-05 0.00094589305525067345 0.00044968123042960021 -0.00082772770689337229 0.00038782469933065967 -0.00092112962737085776 0.0064468964608359386 7.4056016346303285e-07 -0.0022232045844319216 0.0019520969662389757 0.014176856918209647 -0.0075717702873009073 0.002131947219770934 0.0062700867378727466 -0.00078211302859070443 0.0035975669864503866 0.0016322153280408196 0.00047604504241784921 0.012727048717439175 0.029914416846903887 -0.0077519307166671117 -0.0093761421352387617 -0.0017079523281876064 0.017351151057320872 0.00010019423592018079 0.0028932937703378216 0.001967936093770173 -0.013180285877713591 0.013761628513876585 -0.013406960338611027
leaf_weight=5644 17124 14841 13966 23038 30308 25173 1304 1113198 10144 546 472 188 182 464 9219 893 7285 79 50 22 246 490 739 253 48198 707 363 152 397 29
leaf_count=5644 17124 14841 13966 23038 30308 25173 1304 1113198 10144 546 472 188 182 464 9219 893 7285 79 50 22 246 490 739 253 48198 707 363 152 397 29
internal_value=1.26376e-05 0.000214486 0.000106058 0.000316662 0.000837776 -0.000563908 0.00132614 -2.01491e-05 -0.000872955 0.0031372 0.00678778 0.00238605 0.0108249 -7.45855e-05 0.000501169 0.000805939 0.00229504 0.0062368 0.00480533 -0.00192612 -0.00429264 -0.00110007 -0.00476525 0.0133357 -0.000114977 0.000214444 0.00355583 -0.002503 0.00630985 0.0116389
internal_weight=1.32571e+06 185248 168785 128417 55069 40368 16463 1.14047e+06 27268 7032 1200 5832 654 73348 48037 38818 8510 1225 1622 318 296 26402 1229 332 72884 49846 1648 515 1133 426
internal_count=1325714 185248 168785 128417 55069 40368 16463 1140466 27268 7032 1200 5832 654 73348 48037 38818 8510 1225 1622 318 296 26402 1229 332 72884 49846 1648 515 1133 426
cat_boundaries=0 1
cat_threshold=496
is_linear=0
shrinkage=0.05


Tree=311
num_leaves=31
num_cat=2
split_feature=86 12 35 93 28 72 119 127 136 55 53 28 78 61 62 11 26 110 104 94 136 30 113 10 89 15 72 69 32 5
split_gain=3.188 6.05692 7.99802 6.58836 10.8957 6.19076 4.96352 6.42665 5.9326 5.52771 6.79424 6.50138 5.62449 5.33996 4.96361 4.86397 5.69621 7.61711 5.71547 5.56737 5.98598 6.5835 6.82681 4.80423 4.70688 4.69076 5.76866 4.56615 4.5605 5.79469
threshold=0.9021156132221223 2.5049999952316289 16.44999980926514 -0.017587317153811451 1008.3500061035157 0.94511291384696972 0.55191597342491161 -0.95368063449859608 0 9.5050001144409197 4.6749999523162851 1010.0499877929689 15.934999942779543 0.37509480118751531 0.31001119315624243 5.8500001430511483 331.50000000000006 0.71910199522972118 -0.12479354441165923 0.99605873227119457 1 1015.5499877929689 -0.70088258385658253 8.1500000953674334 0.78353676199913036 2.9550000429153447 0.88632488250732433 317.68496704101568 11.34999990463257 15.449999809265138
decision_type=2 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
left_child=-1 15 3 6 25 24 7 -3 14 10 12 -11 -10 -14 27 16 17 -2 -18 20 21 23 -23 -19 -6 26 -5 -8 -9 -30
right_child=1 2 -4 4 5 -7 8 28 9 11 -12 -13 13 -15 -16 -17 18 19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=2.6598844752063634e-05 -0.00024965014725169713 -0.0059569428390305913 0.0067466118327217496 -0.0059370772351246427 0.00044819499305336275 -0.0082359793067004212 -0.0028490064137462363 0.001759312275756135 0.029211002312367784 0.030039053702623483 -0.0052825562952029601 0.0051584239533055843 0.0049267150178353182 -0.0018517563444160189 -0.0083526167781636344 -0.0012327691798158728 -0.0098827774986994799 0.0032297842305418927 0.010074438534640996 -0.014102526700922421 0.0012805083336349093 0.0040335941777536362 0.024593194473261696 0.026833037570442843 -0.015263330084659779 -0.0017015468664278556 -0.019256701539157921 0.019873223182829945 0.010300135208518281 -0.011578448281215971
leaf_weight=1280366 12259 117 505 236 6914 217 67 328 20 36 316 97 807 454 276 20075 246 344 42 42 703 66 104 23 48 259 124 33 558 32
leaf_count=1280366 12259 117 505 236 6914 217 67 328 20 36 316 97 807 454 276 20075 246 344 42 42 703 66 104 23 48 259 124 33 558 32
internal_value=1.20068e-05 -0.000399988 0.000594623 0.000310616 -0.00046816 8.06481e-05 0.00224404 0.00507928 0.000850654 0.00208728 0.00128372 0.011893 0.0029035 0.00248625 -0.00476785 -0.00073571 -1.41505e-05 0.000133842 -0.00697235 0.00380094 0.00440735 0.00832197 0.0166112 0.00470901 0.000339871 -0.00683309 -0.0105249 0.00464933 0.00648586 0.0091135
internal_weight=1.32571e+06 45348 11444 10939 7798 7179 3141 1035 2106 1730 1597 133 1281 1261 376 33904 13829 13541 288 1282 1240 537 170 367 6962 619 360 100 918 590
internal_count=1325714 45348 11444 10939 7798 7179 3141 1035 2106 1730 1597 133 1281 1261 376 33904 13829 13541 288 1282 1240 537 170 367 6962 619 360 100 918 590
cat_boundaries=0 1 2
cat_threshold=1028 261
is_linear=0
shrinkage=0.05


Tree=312
num_leaves=31
num_cat=0
split_feature=93 2 92 20 11 24 76 37 53 92 52 106 59 86 70 68 13 23 64 30 22 6 16 65 18 24 53 18 89 124
split_gain=3.18518 8.07479 8.23971 9.75998 14.9183 8.37874 7.54409 7.82735 7.33665 7.30662 10.6488 7.19869 7.12093 7.03049 6.98365 6.765 6.6077 6.42046 6.31774 7.32627 8.11187 7.70858 6.2389 10.3552 9.48145 7.39391 6.80405 6.26161 7.66438 6.23955
threshold=-0.67404952645301808 334.50000000000006 -0.61181876063346852 6.2750000953674325 2.3500000238418584 213.50000000000003 12.984999656677248 13.550000190734865 0.38499999046325689 -0.86820372939109791 2.7350000143051152 -0.74216222763061512 282.50328063964849 0.58624202013015758 195.66949462890628 283.63876342773443 3.2549999952316289 6.3849999904632577 2.995000004768372 1018.8500061035157 6.1449999809265146 8.6500000953674334 14.039999961853029 1.9049999713897707 15.405000209808351 270.50000000000006 0.94499999284744274 10.405000209808351 -0.68040040135383595 0.061046212911605842
decision_type=2 2 2 2 2 2 2 2 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 6 -4 12 -8 -3 10 15 13 -1 -6 -13 -2 -5 -12 -10 20 -20 -21 24 -24 26 -25 -7 28 -28 -29
right_child=9 8 5 16 11 22 7 -9 18 -11 17 14 -14 -15 -16 -17 -18 -19 19 21 -22 -23 23 25 -26 -27 27 29 -30 -31
leaf_value=0.0025217168259192273 -0.0010747324405480066 0.0062250660647649725 -0.0025102693538727149 -0.00011000096323851622 0.0097839211629483329 0.00087652467651819709 0.002110225535621534 0.010092743058159935 3.1667227600768446e-05 -2.1072944833491168e-08 -0.0034620308102292358 -0.0017799000642143297 -0.0071013030264381527 3.6054351501282248e-05 0.0018106306297242883 0.00091304535138344201 0.0058883142086856291 -0.00093996206887978862 0.0060363495807547116 0.0001037407242340403 0.0017695401216832503 -0.011916550330123774 -0.0012207845383382736 0.0021967018635525304 -0.0059864189136713229 0.0092113518042797587 0.0015384176859971899 -0.0012184044941885902 -0.0016914686224068732 0.0018019537639948108
leaf_weight=5663 8451 724 4653 73799 186 8593 560 680 7266 1113198 4715 1515 199 33470 12765 8673 462 5429 1497 1040 4353 153 1456 1129 758 563 2099 3014 14699 3952
leaf_count=5663 8451 724 4653 73799 186 8593 560 680 7266 1113198 4715 1515 199 33470 12765 8673 462 5429 1497 1040 4353 153 1456 1129 758 563 2099 3014 14699 3952
internal_value=1.1407e-05 0.000203706 0.000105603 0.000301296 0.000805894 -0.00051281 0.00294454 0.00648774 0.0013145 -1.98285e-05 -0.000828453 0.000489042 0.00219504 8.9926e-05 0.0014297 -6.79585e-05 -7.26836e-05 -0.00211224 0.00106604 0.00213317 0.00286141 -0.00143784 -0.00025651 0.00187059 -0.000458718 0.00453077 -0.000329225 -0.000765221 -0.00128788 0.000495126
internal_weight=1.32571e+06 185248 170215 129299 55038 40916 7102 1240 15033 1.14047e+06 27268 47936 5862 33656 14280 17124 74261 10144 14309 7043 5850 1193 36263 3148 33115 1692 32357 23764 16798 6966
internal_count=1325714 185248 170215 129299 55038 40916 7102 1240 15033 1140466 27268 47936 5862 33656 14280 17124 74261 10144 14309 7043 5850 1193 36263 3148 33115 1692 32357 23764 16798 6966
is_linear=0
shrinkage=0.05


Tree=313
num_leaves=31
num_cat=0
split_feature=128 128 35 79 79 99 38 135 87 95 13 61 113 33 101 95 86 36 33 23 75 111 89 75 135 88 39 37 33 135
split_gain=3.13838 5.49033 7.27494 10.2637 7.24928 9.12368 7.98827 7.16616 7.02865 7.3823 6.22196 6.00847 5.84033 5.58921 5.98522 6.26577 7.49731 12.5295 6.97828 6.76489 6.2892 8.59643 5.52324 5.45489 5.27113 5.93381 5.24527 5.16553 5.97307 5.51079
threshold=334.50000000000006 212.50000000000003 13.750000000000002 25.32499980926514 2.4750000238418584 -0.92767149209976185 11.250000000000002 1008.0499877929689 0.86044573783874523 0.61330845952034008 0.88499999046325695 0.73382529616355907 -0.5663846731185912 11.250000000000002 0.69882401823997509 1.0000000180025095e-35 0.88922658562660228 12.34999990463257 12.449999809265138 6.5450000762939462 0.78826493024826061 0.63368871808052074 -0.66200897097587574 0.58462855219841015 1014.7500000000001 -0.87600004673004139 13.250000000000002 15.949999809265138 14.650000095367433 1011.0499877929689
decision_type=2 2 2 2 2 2 2 2 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 4 8 -3 7 -7 11 10 27 -4 -6 26 -8 15 18 24 -18 20 -19 -15 -22 -20 -5 25 -17 -9 28 -10 -30
right_child=-2 2 3 23 5 6 13 12 9 -11 -12 -13 -14 14 -16 16 17 19 22 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.73764928497775e-05 0.00099910239805040316 0.0061924528627332418 0.021628597142318122 -0.017041543653374052 -0.026148989457370982 -0.0042100570972977858 0.0054425761724511785 -0.0044862570584686071 -0.00093361052702975412 0.012249413675144608 -0.0029035159143525105 -0.005055037371211631 0.0035268189918085942 0.0022079984284062363 -0.0027110635441265673 -0.0094224696067167664 -0.019758512360321251 -0.010356991068363401 0.0054038052336284059 0.0058894134585078762 0.0065187544273656046 0.022513945491629699 -0.00042420519931930844 -0.005659819191396423 0.0019268337655228411 0.0018814965063126824 -0.00027315709911966598 -0.0042162675461094338 -0.0081434919810350476 0.006267203714672401
leaf_weight=1298167 7985 447 26 143 56 762 693 1749 1275 127 4370 85 429 306 1063 241 124 106 623 162 252 126 1170 399 2022 224 1279 588 74 641
leaf_count=1298167 7985 447 26 143 56 762 693 1749 1275 127 4370 85 429 306 1063 241 124 106 623 162 252 126 1170 399 2022 224 1279 588 74 641
internal_value=1.08366e-05 4.84804e-06 -0.000826561 -0.00203067 -5.44318e-05 -0.000297838 0.000655328 -0.00238378 -0.00152446 0.000480893 -0.00275842 -0.0134328 -0.00193313 0.00117662 0.000716063 0.00139624 -0.000190036 -0.00661687 0.00323996 -0.000536403 0.00753674 0.0118505 0.00160081 -0.00866275 0.000822959 -0.00397712 -0.00270668 -9.88594e-05 0.00111774 0.00477575
internal_weight=1.32571e+06 1.31773e+06 19562 7643 11919 11472 7874 3598 7101 2705 4396 141 3457 7112 6419 5356 2879 392 2477 268 684 378 1793 542 2487 465 3028 2578 1990 715
internal_count=1325714 1317729 19562 7643 11919 11472 7874 3598 7101 2705 4396 141 3457 7112 6419 5356 2879 392 2477 268 684 378 1793 542 2487 465 3028 2578 1990 715
is_linear=0
shrinkage=0.05


Tree=314
num_leaves=31
num_cat=2
split_feature=16 107 60 116 30 31 125 114 24 114 16 68 6 136 3 79 127 93 65 28 136 4 84 42 55 14 94 12 65 106
split_gain=2.98406 4.42826 4.78773 4.83222 3.27275 4.15696 4.45768 3.84784 3.25682 3.12586 2.96357 8.0554 6.63717 10.4646 9.80059 6.96326 7.54241 7.14111 6.57846 10.6845 6.47847 6.6084 6.59745 6.44348 6.3166 7.81678 6.13888 6.03012 5.90915 5.65404
threshold=20.04999923706055 -0.40384221076965326 0.56131088733673107 -0.41467745602130884 1012.5499877929689 1014.7500000000001 0.53727915883064281 -0.85260769724845875 286.50000000000006 -0.95878320932388295 6.4600000381469735 265.16963195800787 8.2500000000000018 0 1.0000000180025095e-35 3.435000061988831 0.98624804615974437 0.92863643169403087 0.25499999523162847 1018.9500122070314 1 11.650000095367433 0.85887724161148082 13.750000000000002 0.15500000119209292 1.7150000333786013 -0.83462980389595021 1.3650000095367434 1.6050000190734866 -0.76390126347541798
decision_type=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 2 2 2
left_child=10 2 4 -4 8 6 7 -6 9 -2 11 -1 13 -13 -14 16 17 -15 19 -17 21 28 23 26 -23 -26 -22 -28 -16 -29
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 -12 12 14 15 20 18 -18 -19 -20 -21 22 24 -24 -25 25 -27 27 29 -30 -31
leaf_value=-5.5198042464191979e-07 0.0087653311370904079 -0.00026558897559940202 -0.010119968472747133 0.0013539088621853112 0.015178874432077183 0.0041325638261158829 0.018545849033348806 -0.0016487009290935156 0.0085979588927186431 -0.0098380273208022121 -1.4054785778960017e-05 0.005005377391353906 -0.0040518790406803579 0.0018685590065060189 -0.0048950254924029005 -0.0016873064099540399 0.017883491120830347 0.0097980300550857061 0.00097646704858041211 -0.019303650528038899 0.011810223817272567 0.013004191149026158 0.00066151021287434372 -0.023092588392041979 0.0079388906285837012 -0.0016823161860121804 -0.0050713169565683031 -0.00067135113769576759 -0.00022365954481995488 0.0068215941232518482
leaf_weight=62829 29 2527 100 1114 58 900 117 82 57 102 1235229 2207 1210 2034 1133 764 88 330 6561 97 262 125 3602 21 297 730 180 350 1682 897
leaf_count=62829 29 2527 100 1114 58 900 117 82 57 102 1235229 2207 1210 2034 1133 764 88 330 6561 97 262 125 3602 21 297 730 180 350 1682 897
internal_value=1.02948e-05 0.00121909 0.00268519 0.000408779 0.00473989 0.0057341 0.0113426 0.00532272 -0.00137873 -0.00571973 5.63948e-06 0.000290501 0.00110072 0.00189965 0.000180523 0.00119919 0.0035105 0.00297546 0.00043722 -0.00367196 0.000732437 -0.000796323 0.00187209 0.00443304 0.00239174 0.00110006 0.00477527 0.00348364 -0.00210382 0.00471852
internal_weight=1.32571e+06 5086 2559 1214 1345 1157 257 140 188 131 1.32063e+06 85399 22570 12081 10489 9874 2452 2364 7422 861 9279 3967 5312 1710 1152 1027 1689 1427 2815 1247
internal_count=1325714 5086 2559 1214 1345 1157 257 140 188 131 1320628 85399 22570 12081 10489 9874 2452 2364 7422 861 9279 3967 5312 1710 1152 1027 1689 1427 2815 1247
cat_boundaries=0 1 2
cat_threshold=1792 677
is_linear=0
shrinkage=0.05


Tree=315
num_leaves=31
num_cat=3
split_feature=94 92 54 67 8 87 116 62 136 116 76 34 136 28 105 54 9 13 87 39 136 37 54 52 26 29 39 17 32 35
split_gain=4.45445 10.407 11.1145 13.7854 10.5406 9.17594 8.25607 7.41168 6.84148 7.36316 6.77552 7.21265 11.5309 10.606 8.21967 8.72999 8.29774 8.17329 8.14737 7.24159 25.8208 13.3812 19.3411 13.407 12.9875 12.6728 9.44073 8.91085 8.61213 8.52755
threshold=-0.61353254318237294 -0.2853140383958816 0.2950000017881394 1.1549999713897707 8.0500001907348651 0.85755416750907909 0.87878364324569713 0.74765613675117504 0 -0.79332312941551197 0.80500000715255748 12.550000190734865 1 1013.6499938964845 -0.80987426638603199 3.4550000429153447 10.250000000000002 3.1350001096725468 0.6437649428844453 15.650000095367433 2 16.150000572204593 4.7349998950958261 1.1549999713897707 308.50000000000006 1018.3500061035157 16.250000000000004 14.039999961853029 14.949999809265138 16.94999980926514
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 -3 8 10 -7 -5 -10 -1 12 18 17 15 16 -14 -13 -12 -15 21 -21 23 29 25 26 -24 -22 -25 -23
right_child=-2 2 3 5 -6 7 -8 -9 9 -11 11 13 14 19 -16 -17 -18 -19 -20 20 27 22 24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0030412674419623702 -4.6029035119041507e-05 0.00022098530280227852 -0.0032215082457703404 0.0014827925653156174 0.0067116034050448406 -0.0016404336533464448 0.0027759285354885862 0.01869660371293624 -0.0055598879521539211 -0.00016177517874655517 -0.0050674511678821064 0.00057110234512315649 0.0046246404163131439 -0.00074286733987472453 0.00088634762896018862 0.0016018738603469408 0.017388460069152536 0.0077030067752190167 0.00036492548781487497 0.0004740681981894442 0.00022877723495334063 0.0066236864876973028 0.0043853339875410341 0.011878410800920079 -0.00070244689993218543 -0.0024716968144518131 0.017420073298915231 -0.001983749944521958 -0.00015823032694836374 0.025339316309222745
leaf_weight=2254 1126151 1854 5213 7347 944 10097 3492 45 698 6652 708 49637 2988 41409 8474 3810 133 405 27460 2475 13415 188 173 163 218 120 705 6887 1683 90
leaf_count=2254 1126151 1854 5213 7347 944 10097 3492 45 698 6652 708 49637 2988 41409 8474 3810 133 405 27460 2475 13415 188 173 163 218 120 705 6887 1683 90
internal_value=-7.43282e-06 0.000210179 -0.0006033 -0.00088393 0.00241081 -0.000393339 0.000370304 -0.0015502 0.000404979 -0.000673496 0.000318892 0.000280812 0.00083029 7.71652e-05 0.00192962 0.00320794 0.00516856 0.000628822 0.000228302 -0.000331655 0.000320329 0.00325478 0.00532507 0.00244617 0.0103537 0.0127687 0.0148517 -0.000521516 0.000904593 0.0126827
internal_weight=1.32589e+06 199737 32850 30052 2798 24839 166887 10142 14697 7350 163395 161141 43573 117568 15405 6931 3121 50042 28168 67526 26117 5815 3340 2124 1216 998 878 20302 1846 278
internal_count=1325888 199737 32850 30052 2798 24839 166887 10142 14697 7350 163395 161141 43573 117568 15405 6931 3121 50042 28168 67526 26117 5815 3340 2124 1216 998 878 20302 1846 278
cat_boundaries=0 1 2 3
cat_threshold=1862 213 976
is_linear=0
shrinkage=0.05


Tree=316
num_leaves=31
num_cat=2
split_feature=91 18 12 114 136 52 136 92 55 99 100 35 10 77 30 92 2 55 92 54 20 84 32 130 110 65 68 4 23 30
split_gain=4.04729 8.32463 9.34128 9.07885 8.87738 7.35429 9.54587 7.99009 9.38055 7.59268 9.76514 7.42503 9.17414 8.09145 6.97888 8.25177 6.87893 6.19018 8.21867 6.12122 8.79931 6.79665 7.20153 7.0385 7.06777 6.75271 6.69628 7.67693 6.91104 6.25838
threshold=-0.85434195399284352 11.775000095367433 0.66500002145767223 -0.9366365075111388 0 4.4249999523162851 1 -0.81754806637763966 4.0850000381469735 -0.8280479609966277 0.22740950435400012 12.650000095367433 0.65000000596046459 9.5050001144409197 1018.4500122070314 -0.26110549271106714 20.500000000000004 6.7750000953674325 0.091446910053491606 0.72500002384185802 7.2349998950958261 0.81573644280433666 14.550000190734865 158.50000000000003 0.7349420189857484 21.314999580383304 294.09963989257818 1.0000000180025095e-35 6.4849998950958261 1016.9500122070314
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=1 2 -1 -3 -5 6 17 -7 14 10 16 12 13 -12 15 -9 -8 19 -19 20 -4 22 23 -21 -25 29 27 -24 -28 -22
right_child=-2 3 5 4 -6 7 9 8 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 21 25 -23 26 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0030557943973028245 4.4229573719898195e-05 -5.3351503335391993e-05 9.2855252299641565e-05 -0.0015000145918371464 -0.00041175621733045305 -0.001908669301467018 -0.003259024136411757 -0.00074448827315929441 0.00044690449869978641 -0.00061862655870332313 0.00042895926895925376 0.0020226576979389 0.00025445205824695891 0.017828551901121301 0.00017992633691632615 0.0038432990864263245 -1.1527082176866237e-08 0.0047130584879215027 -0.0017675713699002193 0.00076130946303809967 0.028712684259473022 -0.0022086470171853944 -0.021598240611858149 0.015143260680538204 -0.0022941997774539452 -0.0035011515494261405 0.0016280237740526598 -0.00010255002863485688 -0.0128097247228082 0.0043682836112566292
leaf_weight=2286 985993 99119 3626 27299 59807 2911 1741 1185 40334 21221 127 12791 15858 141 3065 5669 23136 1054 913 2644 66 12897 43 175 87 48 120 1220 268 44
leaf_count=2286 985993 99119 3626 27299 59807 2911 1741 1185 40334 21221 127 12791 15858 141 3065 5669 23136 1054 913 2644 66 12897 43 175 87 48 120 1220 268 44
internal_value=-7.06062e-06 -0.000155847 0.000116551 -0.000380626 -0.000753036 0.000164456 -9.19391e-05 0.000638143 0.000785672 0.000182247 0.000498215 0.00112305 0.000409488 0.00958322 0.00216321 0.00305011 -0.000228091 -0.000977961 0.00170502 -0.00122691 0.000596163 -0.00162215 3.77219e-05 0.00153592 0.00935296 0.0121467 -0.00259932 -0.000834391 -0.00834444 0.0189749
internal_weight=1.32589e+06 339895 153670 186225 87106 151384 98220 53164 50253 75015 53794 28917 16126 268 9919 6854 24877 23205 1967 21238 3784 17454 4557 2906 262 158 1651 1263 388 110
internal_count=1325888 339895 153670 186225 87106 151384 98220 53164 50253 75015 53794 28917 16126 268 9919 6854 24877 23205 1967 21238 3784 17454 4557 2906 262 158 1651 1263 388 110
cat_boundaries=0 1 2
cat_threshold=596 800
is_linear=0
shrinkage=0.05


Tree=317
num_leaves=31
num_cat=2
split_feature=94 92 60 54 136 93 76 86 19 66 15 109 29 126 19 52 136 109 115 66 64 28 12 19 39 31 104 30 83 13
split_gain=4.05877 9.4411 15.1814 11.4979 12.318 12.048 10.2264 8.68892 7.51391 11.5513 8.10991 7.07506 6.91671 6.82058 8.06236 8.83869 8.77042 13.1412 12.37 9.23072 7.4936 9.61471 7.32241 8.20821 11.7099 9.38422 8.59123 8.10766 7.56178 7.49951
threshold=-0.61353254318237294 -0.2853140383958816 0.42523461580276495 0.86500000953674328 0 0.13646021485328677 26.015000343322757 0.90518277883529674 7.4149999618530282 1.7150000333786013 0.6850000023841859 -0.97332039475440968 1017.9500122070314 0.86159634590148937 10.405000209808351 5.4149999618530282 1 -0.11286573112010954 -0.8703225553035735 5.0450000762939462 2.0649999380111699 1012.6499938964845 1.0549999475479128 15.405000209808351 16.650000572204593 1020.9500122070314 -0.97958520054817189 1016.4500122070314 239.40782165527347 2.9750000238418584
decision_type=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 2 2 2
left_child=1 8 3 6 -5 -6 7 -3 9 11 -10 -1 -11 14 15 16 17 18 19 -12 -20 -22 -16 -24 25 26 -25 28 -28 -30
right_child=-2 2 -4 4 5 -7 -8 -9 10 12 13 -13 -14 -15 22 -17 -18 -19 20 -21 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.011861583484472553 -4.3550427685452782e-05 0.00046313170979190476 0.0014312888396889132 -0.0002019302708616064 -0.0020221016650994344 -0.0061597063436185182 0.0057291512653911796 -0.0068013230814250565 0.0025409928857723766 0.0030523907198269518 0.015760146584267037 0.00033989983163026916 -0.0014017598652392989 0.0010446111763251038 -0.0003668101658227162 -0.0017986708263287108 -0.0013313830142675873 7.3796231604333987e-05 0.011283437382910167 0.003533090973173135 0.0068698815267369462 -0.0073466951054081816 0.001207523023177993 0.0052673368798548158 -0.002792705151676492 0.010313915822778595 -0.0077140057960810556 -0.0024329703018035084 0.0010693551814760138 0.026554223387662709
leaf_weight=120 1126151 5201 7333 7555 9279 2171 864 447 3686 8147 344 11958 976 19094 21035 9517 11459 34470 127 280 185 333 31456 816 3421 242 248 2629 6315 29
leaf_count=120 1126151 5201 7333 7555 9279 2171 864 447 3686 8147 344 11958 976 19094 21035 9517 11459 34470 127 280 185 333 31456 816 3421 242 248 2629 6315 29
internal_value=-6.70831e-06 0.000201014 -0.000573797 -0.00115001 -0.00177129 -0.00280417 0.000663167 -0.000111799 0.000353527 0.001233 0.000225542 0.000218673 0.00257588 0.000165438 2.88543e-05 -0.000408633 -0.000128345 0.000257685 0.00525471 0.0102736 0.000399186 -0.00226935 0.00040371 0.000762641 -0.000258834 0.000584474 0.00034989 -8.5273e-05 0.000851028 0.00118585
internal_weight=1.32589e+06 199737 32850 25517 19005 11450 6512 5648 166887 21201 145686 12078 9123 142000 122906 56715 47198 35739 1269 624 645 518 66191 45156 13700 10279 10037 9221 6592 6344
internal_count=1325888 199737 32850 25517 19005 11450 6512 5648 166887 21201 145686 12078 9123 142000 122906 56715 47198 35739 1269 624 645 518 66191 45156 13700 10279 10037 9221 6592 6344
cat_boundaries=0 1 2
cat_threshold=3330 1859
is_linear=0
shrinkage=0.05


Tree=318
num_leaves=31
num_cat=2
split_feature=94 34 136 54 13 36 15 67 28 2 4 2 28 35 136 52 16 19 102 27 36 30 52 79 54 35 88 52 78 3
split_gain=3.66292 8.73912 14.8251 12.6078 10.0021 16.8084 9.93208 11.4153 8.53113 16.8497 9.5685 14.7997 8.41865 13.6956 22.1088 14.9532 12.8401 11.3392 12.253 9.76431 11.1631 17.3922 11.834 10.1988 8.95096 8.91532 8.86063 8.7772 8.71455 8.57439
threshold=-0.61353254318237294 12.550000190734865 0 0.17500000447034839 0.83499997854232799 12.949999809265138 0.6850000023841859 0.7150000035762788 1018.0499877929689 265.50000000000006 10.550000190734865 144.50000000000003 1013.7500000000001 15.250000000000002 1 1.1250000000000002 12.50999975204468 15.405000209808351 0.18707589060068133 299.50000000000006 16.150000572204593 1017.9500122070314 3.8249999284744267 6.5650000572204599 22.644999504089359 17.550000190734867 -0.98109775781631459 5.5750000476837167 15.605000019073488 130.50000000000003
decision_type=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 2
left_child=1 2 4 -4 5 -1 -3 -8 10 -10 -6 -12 26 16 15 25 27 18 -16 20 28 22 -22 -21 -24 29 -9 -14 -17 -15
right_child=-2 6 3 -5 8 -7 7 12 9 -11 11 -13 13 14 17 19 -18 -19 -20 23 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.022007010032085737 -4.137290652743644e-05 0.0022890240390772603 0.0062079287434841073 -6.6818394765908738e-06 0.0018533614621404676 0.0024685123756769661 -0.001683832879915197 -0.0022703294969560798 0.004634269181481172 -0.002264877099522489 -0.0048304861590801537 0.0091526420486109719 -0.0010791815997131941 -0.0038580578368818085 -0.00075702293799304998 0.00085015217013290978 0.00028072363367224725 -0.0032927040501335436 0.0022709857838515528 -0.0035955025888907977 0.0033173431131005406 -0.0047504486014473849 0.011790823540936631 0.0030249991715828504 0.044828536485632259 0.026062491979744092 0.0006387824106466707 -0.003481975704499879 0.020837682394111264 0.0107793222656487
leaf_weight=163 1126151 4527 835 36085 13140 339 10404 2752 1241 3085 234 989 26048 124 10201 2083 17136 2681 4968 1173 566 275 864 1154 21 76 53549 4450 56 518
leaf_count=163 1126151 4527 835 36085 13140 339 10404 2752 1241 3085 234 989 26048 124 10201 2083 17136 2681 4968 1173 566 275 864 1154 21 76 53549 4450 56 518
internal_value=-6.37347e-06 0.000190959 0.000720095 0.000133834 0.00184692 0.00881269 -1.57606e-05 -9.07702e-05 0.0016608 -0.000285718 0.00224708 0.00647721 3.80167e-05 -0.000318613 0.000635266 0.00303426 -0.000814436 -0.000294954 0.00023468 0.00224661 0.00378724 0.00677863 0.00896367 -0.00031228 0.0125748 0.00986914 0.000496585 -0.00142978 0.00137343 0.00795216
internal_weight=1.32589e+06 199737 56111 36920 19191 502 143626 139099 18689 4326 14363 1223 128695 72394 24760 6910 47634 17850 15169 6192 3865 1726 1451 2327 885 718 56301 30498 2139 642
internal_count=1325888 199737 56111 36920 19191 502 143626 139099 18689 4326 14363 1223 128695 72394 24760 6910 47634 17850 15169 6192 3865 1726 1451 2327 885 718 56301 30498 2139 642
cat_boundaries=0 1 2
cat_threshold=5922 848
is_linear=0
shrinkage=0.05


Tree=319
num_leaves=31
num_cat=4
split_feature=91 76 64 38 29 67 136 82 77 65 18 114 136 84 38 68 136 35 29 9 55 136 23 33 31 7 30 39 7 36
split_gain=3.59901 7.60497 6.5495 10.5339 11.8414 10.6978 9.23707 8.04079 7.25776 7.04727 6.53864 9.68029 7.54962 6.6619 9.83858 10.2279 8.58939 14.8421 10.7226 10.2046 8.35436 8.29585 9.95076 9.41728 8.18851 7.89628 7.42093 6.99772 10.9231 9.20606
threshold=-0.85176792740821827 1.9750000238418581 5.0150001049041757 19.349999427795414 1016.4500122070314 5.7850000858306894 0 319.25698852539068 0.89499998092651378 0.72500002384185802 11.775000095367433 -0.94260558485984791 1 0.84203538298606884 12.050000190734865 280.77091979980474 2 11.84999990463257 1014.6499938964845 14.750000000000002 6.1150000095367441 3 7.2850000858306894 10.34999990463257 1021.3500061035157 0.94999998807907116 1011.4500122070314 13.250000000000002 0.15000000223517421 13.750000000000002
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1 8 -7 -8 13 -12 -13 21 16 26 17 18 -15 -19 24 22 -3 -23 -20 -18 -16 28 -25 -30
right_child=-2 10 3 -5 -6 7 9 -9 -10 -11 11 12 -14 14 15 -17 25 19 20 -21 -22 23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-0.0017100559810485153 4.2561787864341714e-05 0.002393422179794341 -0.00081562964673345 0.014625774219792376 -0.00096604908371158657 -0.015535939299035817 -0.0027355268428435713 -0.02214901712141 -0.0053543957425330399 0.00076841501639194731 9.9256152286461354e-05 -0.0013451198729851207 -0.00033228077410700279 0.0044402199590648948 -0.0025677764969084704 0.00069575641343717822 0.0045699294403690706 -0.00967959082415361 -0.0080332278254781481 0.0018971806346356887 0.0011336036260607388 0.0015703963409661307 0.00011890410041415091 0.0062721241927867991 0.002685610239112758 -0.0007515717360829301 -0.00018520088346265227 0.0005661985684338735 -0.00084879395935586941 -0.0081010102768524512
leaf_weight=8912 983378 11098 956 93 5451 200 1627 88 1402 12159 81539 27497 55632 678 4268 38304 722 1040 842 233 745 9626 8485 528 226 20212 13951 16707 18841 448
leaf_count=8912 983378 11098 956 93 5451 200 1627 88 1402 12159 81539 27497 55632 678 4268 38304 722 1040 842 233 745 9626 8485 528 226 20212 13951 16707 18841 448
internal_value=-6.0548e-06 -0.000145638 -0.000893982 -0.00210606 -0.00229824 -0.00504267 -0.000456633 -0.00743382 -0.0066255 0.000354629 -7.14616e-05 -0.000287826 -0.000667504 0.000170984 -0.000131872 0.000231892 -0.000964371 -0.00316024 -0.000924137 -0.00756067 -0.00293022 0.000545198 0.00140719 0.000179082 -0.00576501 -0.000567765 -0.000743345 -0.000187554 -0.000823015 -0.00101723
internal_weight=1.32589e+06 342510 30888 8190 8097 2646 22698 1690 1602 13786 311622 164668 83129 146954 81221 56523 24698 3764 2491 1273 1813 65733 19583 46150 1068 20934 18219 36524 19817 19289
internal_count=1325888 342510 30888 8190 8097 2646 22698 1690 1602 13786 311622 164668 83129 146954 81221 56523 24698 3764 2491 1273 1813 65733 19583 46150 1068 20934 18219 36524 19817 19289
cat_boundaries=0 1 2 3 4
cat_threshold=6292 596 768 3652
is_linear=0
shrinkage=0.05


Tree=320
num_leaves=31
num_cat=1
split_feature=136 71 54 14 37 65 52 104 39 2 124 75 14 12 60 84 33 29 67 35 2 9 75 5 74 78 28 62 117 74
split_gain=3.61908 8.34016 12.2914 11.0614 10.2049 9.58127 11.71 8.8823 14.4374 8.53258 8.08832 7.94222 8.58508 10.517 8.77678 8.56961 7.75651 8.71203 8.27882 8.1223 7.70533 8.41502 7.66197 7.55625 7.34808 7.29286 8.42816 9.34131 7.25182 7.12139
threshold=0 286.88540649414068 1.8849999904632571 0.88499999046325695 9.1500000953674334 0.46500000357627874 0.50499999523162853 -0.98351779580116261 17.650000572204593 312.50000000000006 -0.28400452435016627 0.5001850724220277 1.5850000381469729 1.6950000524520876 0.75802773237228405 0.78047475218772899 16.050000190734867 1020.9500122070314 2.0149999856948857 7.4500000476837167 247.50000000000003 3.8500000238418584 0.87510287761688244 15.34999990463257 0.62002024054527294 2.1049998998641972 1018.3500061035157 0.71522712707519542 0.41467745602130895 0.93363440036773693
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 -2 3 9 23 -5 16 8 -6 -3 20 -12 13 14 15 24 17 19 -19 -7 28 -22 -18 -4 -13 26 27 -14 -9 -27
right_child=1 2 4 5 7 6 -8 10 -10 -11 11 12 25 -15 -16 -17 22 18 -20 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-6.2940243706031339e-05 -2.8789710774336704e-05 0.0091098877895334409 -0.0084369134295570799 -0.0025827425377277298 0.0013894207450776388 0.029874742776155472 0.00074757568757794694 -7.4208301269965794e-05 0.012706206290749833 -0.0017163050228633072 -0.0011630283722618179 -0.0025884142617696683 -0.013556152753039409 0.0039365509951763333 -0.0043686767850904312 0.0015732140238787339 0.011073324861134543 -0.01681073687730297 0.0097324264967488718 0.0018685685805147813 -0.00048991167094055972 0.0038614822011270367 -0.014299264946021141 0.010754494331450317 0.00076636544056647628 0.00022943259098628612 0.00061845315714861274 -0.001759679515576098 -0.0022485318039648095 -0.0033300987374663403
leaf_weight=656124 431543 725 512 1800 8090 26 32819 6525 292 243 9544 2650 325 2970 799 16669 424 31 561 6051 3551 1617 32 57 4250 125888 620 347 9301 1421
leaf_count=656124 431543 725 512 1800 8090 26 32819 6525 292 243 9544 2650 325 2970 799 16669 424 31 561 6051 3551 1617 32 57 4250 125888 620 347 9301 1421
internal_value=2.05179e-05 0.000102286 0.000339817 0.00110819 0.000171884 0.000985662 0.00114647 0.000191409 0.00178366 0.00639216 0.000119838 0.000237127 0.000322822 0.00112747 0.000785091 0.000959806 0.00298382 0.00255244 0.0083425 0.00198839 -0.000804681 0.000871583 0.00929279 -0.0065144 -0.000522064 0.00015177 -0.00358585 -0.00746482 -0.00135207 0.000189702
internal_weight=1.32581e+06 669683 238140 42712 195428 41744 39944 194859 8382 968 186477 165483 155939 27338 24368 23569 7125 6669 592 6077 20994 5168 456 569 6900 128601 1292 672 15826 127309
internal_count=1325807 669683 238140 42712 195428 41744 39944 194859 8382 968 186477 165483 155939 27338 24368 23569 7125 6669 592 6077 20994 5168 456 569 6900 128601 1292 672 15826 127309
cat_boundaries=0 1
cat_threshold=2784
is_linear=0
shrinkage=0.05


Tree=321
num_leaves=31
num_cat=3
split_feature=37 125 65 83 26 89 64 91 62 136 22 64 52 136 31 132 38 22 34 67 74 67 39 136 36 34 31 28 15 125
split_gain=3.58802 4.92587 5.70395 5.0851 4.55114 5.04192 4.8943 4.94786 3.39234 5.21364 4.93143 10.4784 12.4205 12.7244 8.81478 9.35236 9.24606 9.8923 8.45933 9.34319 6.37976 6.95763 11.9287 13.107 14.5879 12.7116 11.4802 21.6897 16.0349 22.9651
threshold=7.2500000000000009 0.89490029215812694 29.73499965667725 332.28402709960943 337.50000000000006 -0.73751521110534657 3.6650000810623173 -0.60086292028427113 0.853633612394333 0 8.2650003433227557 35.354999542236335 30.57499980926514 1 1018.6499938964845 1015.7500000000001 14.150000095367433 8.6350002288818377 16.550000190734867 13.184999942779543 0.93845981359481823 2.8249999284744267 13.34999990463257 2 16.250000000000004 12.550000190734865 1017.6499938964845 1021.6499938964845 1.2549999952316286 0.62249094247818004
decision_type=2 2 2 2 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
left_child=1 2 3 -1 5 -3 -7 -8 10 -10 20 -12 13 14 15 16 17 -13 19 -18 21 -2 25 24 -24 26 -23 28 -28 -30
right_child=8 4 -4 -5 -6 6 7 -9 9 -11 11 12 -14 -15 -16 -17 18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0012186686444957098 -3.49086857912245e-05 -0.0028865320354089217 -0.022031524064748186 0.02259524817345664 0.015312132459472529 -0.0055880739686212377 -0.011140113526006353 -0.033424047095344425 -0.0013180132930447437 0.00064160269600984526 -9.2620804945979775e-05 -0.0016710091273193729 -0.00055081915490054814 -0.001001053662285955 -0.0011460247507462927 0.0074052890124778285 0.0045930019804035068 -0.010910055919223604 0.0055209263350762851 -0.017272201533289535 -0.0029223047626459192 0.00057961640837992854 0.002401778202141539 0.00046162696864218987 0.015289217978944662 -0.00076925671856971963 -0.0047219857029129775 0.00071167413719105358 0.0010311336240172119 -0.0017785045715285658
leaf_weight=213 685376 221 23 32 22 91 53 47 3720 37834 213912 642 16494 2912 724 98 54 528 54 513 1798 83011 5340 163059 229 44924 2872 28588 11015 21408
leaf_count=213 685376 221 23 32 22 91 53 47 3720 37834 213912 642 16494 2912 724 98 54 528 54 513 1798 83011 5340 163059 229 44924 2872 28588 11015 21408
internal_value=1.9492e-05 -0.00355417 0.00177574 0.00401071 -0.00684546 -0.00802863 -0.0139784 -0.0216136 2.13852e-05 0.000466011 6.99082e-06 -0.000199528 -0.00123812 -0.00328993 -0.00581464 -0.00763476 -0.00845772 -0.00584043 -0.0133889 -0.0151898 5.35002e-05 5.86162e-05 0.000236451 0.00054323 0.00292646 -3.32401e-05 0.000191853 -0.000312016 -0.00114118 -0.000823992
internal_weight=1.32581e+06 702 268 245 434 412 191 100 1.3251e+06 41554 1.28355e+06 235931 22019 5525 2613 1889 1791 1170 621 567 1.04762e+06 1.04582e+06 360446 168628 5569 191818 146894 63883 35295 32423
internal_count=1325807 702 268 245 434 412 191 100 1325105 41554 1283551 235931 22019 5525 2613 1889 1791 1170 621 567 1047620 1045822 360446 168628 5569 191818 146894 63883 35295 32423
cat_boundaries=0 1 2 3
cat_threshold=80 837 144
is_linear=0
shrinkage=0.05


Tree=322
num_leaves=31
num_cat=1
split_feature=128 15 39 54 38 133 60 87 4 34 27 60 130 130 79 74 112 71 66 13 79 63 88 136 71 55 28 43 17 67
split_gain=3.35549 4.40332 4.34108 5.47293 6.24881 5.15431 6.41621 5.37142 4.8737 4.70414 5.11593 3.52852 3.45058 5.10679 4.19203 4.12714 4.45945 5.28502 4.51154 4.5092 4.32703 3.97954 3.94075 3.66606 7.60691 12.0706 14.3176 12.4174 12.0152 10.149
threshold=333.50000000000006 5.6050000190734872 11.250000000000002 0.45499999821186071 15.250000000000002 1016.7500000000001 0.53864896297454845 0.85056862235069286 6.2500000000000009 12.949999809265138 328.50000000000006 0.29113268852233892 315.50000000000006 333.50000000000006 25.32499980926514 0.79122439026832592 -0.71322327852249134 294.20205688476568 40.655000686645515 3.0749999284744267 2.2949999570846562 0.33901686966419226 -0.93596354126930226 0 286.88540649414068 0.74500000476837169 1021.1499938964845 9.3499999046325701 9.5450000762939471 56.530000686645515
decision_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=12 2 5 4 -4 6 8 -7 -2 10 -5 -11 23 15 -15 20 17 -17 19 21 -14 -18 -22 -1 -25 26 28 -27 -26 -29
right_child=1 -3 3 9 -6 7 -8 -9 -10 11 -12 -13 13 14 -16 16 18 -19 -20 -21 22 -23 -24 24 25 27 -28 29 -30 -31
leaf_value=-6.4270552568953233e-05 0.00046378694978168504 -0.017816987019332667 0.012220636036122083 0.0024660723627861463 -0.01092404822325882 -0.0029946120213255115 0.0033554995960951082 0.0074884201500892205 -0.011497235737671072 -0.0060955803277272427 0.013673239341225336 0.00058082658526019762 0.0051066384332413223 0.0011944883977633011 -0.0027824119419686093 -0.0024614595884884902 -0.011873435511644756 0.0022738835482650726 -0.0092009810872568463 0.0066498097829910856 -0.0056172790686253036 -0.0014816571938432979 -0.0020376021068689411 -2.073860100119303e-05 0.00068485437678218915 0.00033960695038387869 0.00825166617474642 -0.0011704510275810458 0.0054893238836636457 -0.010247023583649009
leaf_weight=646842 117 31 205 2588 34 262 165 229 313 207 106 4502 179 3955 796 858 106 1881 228 148 984 704 3516 428614 8222 207539 839 9773 1546 318
leaf_count=646842 117 31 205 2588 34 262 165 229 313 207 106 4502 179 3955 796 858 106 1881 228 148 984 704 3516 428614 8222 207539 839 9773 1546 318
internal_value=1.8517e-05 0.000993913 0.00106073 0.00148109 0.00892809 -0.00189729 -0.00502641 0.00189462 -0.00824272 0.00124067 0.00290704 0.000287343 1.20301e-05 -0.000787585 0.000528184 -0.00151413 -0.000318492 0.000790523 -0.0028797 -0.00137526 -0.0025171 -0.00284157 -0.00282036 2.02214e-05 0.000103425 0.000336601 0.00198364 0.000256326 0.00144527 -0.00145648
internal_weight=1.32581e+06 8759 8728 7642 239 1086 595 491 430 7403 2694 4709 1.31705e+06 13355 4751 8604 3925 2739 1186 958 4679 810 4500 1.30369e+06 656851 228237 10607 217630 9768 10091
internal_count=1325807 8759 8728 7642 239 1086 595 491 430 7403 2694 4709 1317048 13355 4751 8604 3925 2739 1186 958 4679 810 4500 1303693 656851 228237 10607 217630 9768 10091
cat_boundaries=0 1
cat_threshold=2784
is_linear=0
shrinkage=0.05


Tree=323
num_leaves=31
num_cat=1
split_feature=108 87 136 23 35 30 127 37 84 120 55 4 89 73 36 111 120 8 126 67 37 112 28 125 93 95 99 8 9 80
split_gain=3.25173 7.01666 7.03869 5.34371 5.61704 6.05589 5.05452 6.30087 3.77105 3.70904 4.63351 3.95599 3.87504 3.83116 4.40329 3.64592 3.57224 4.00689 5.60938 3.72159 3.24416 4.52915 4.3367 3.38215 4.18391 3.34917 4.43116 3.31489 11.7917 15.8478
threshold=-0.97166219353675831 0.71952939033508312 0 5.1449999809265146 12.750000000000002 1015.1499938964845 -0.74892720580101002 12.150000095367433 0.88397908210754406 0.026175950653851036 5.3550000190734872 8.3499999046325701 -0.86992040276527394 0.44413483142852789 10.250000000000002 0.56952744722366344 1.0000000180025095e-35 10.84999990463257 -0.19936034083366391 0.83499997854232799 7.2500000000000009 -0.38266885280609125 1010.9500122070314 0.89490029215812694 -0.74963435530662526 0.79859700798988353 -0.74274420738220204 8.1500000953674334 7.1499998569488534 253.52493286132815
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 8 -8 -1 10 11 12 -5 -11 -15 -16 17 -4 -19 -18 21 22 -2 -24 -25 -26 -27 -22 29 -29
right_child=20 2 16 9 -6 -7 7 -9 -10 13 -12 -13 -14 14 15 -17 19 18 -20 -21 27 -23 23 24 25 26 -28 28 -30 -31
leaf_value=-0.00027695001737761398 -0.015548734869317791 -0.017675163533459531 0.0026099013996397019 0.0032103787768902555 0.00092134804169989907 0.0034525446255098688 -0.011382098669455103 -0.0033119169487735704 -0.014731131100710086 0.0039622609530334243 -0.00052685931799443327 -0.0001359681101921187 0.014541866980432881 0.0055639434574391352 -0.0028800509177201073 0.0075549781986452682 -0.010496273217722774 0.0053301415333801231 0.023244868716855924 0.0011581470754885195 -2.9630043619468483e-05 0.013900795264635236 0.0023876736050075162 -0.023210159376744303 -0.00070055975014521625 -0.027967137290999807 -0.0053988300443188041 -1.5449909939188062e-05 6.7822070630170551e-05 0.0022621744371211778
leaf_weight=1131 76 148 609 155 121 44 327 929 47 274 1359 216 147 174 3139 86 71 148 62 1945 875087 36 202 31 241 29 87 15797 408303 14786
leaf_count=1131 76 148 609 155 121 44 327 929 47 274 1359 216 147 174 3139 86 71 148 62 1945 875087 36 202 31 241 29 87 15797 408303 14786
internal_value=1.75911e-05 -0.00083337 -0.000169323 -0.00115777 -0.00751607 -0.0128334 -0.00320637 -0.00541299 -0.000853645 -0.000801275 0.00100687 0.00503068 0.00872604 -0.00172528 -0.00218377 -0.00260178 0.00187235 0.00466358 0.0106193 0.000747699 2.47966e-05 -0.00337331 -0.00430704 -0.00285896 -0.00559045 -0.00406045 -0.0110409 2.66121e-05 0.000138752 0.00108572
internal_weight=1.32581e+06 11132 8698 5863 313 192 2434 1256 1178 5550 1877 518 302 3673 3399 3225 2835 819 210 2016 1.31468e+06 702 666 590 388 357 116 1.31397e+06 438886 30583
internal_count=1325807 11132 8698 5863 313 192 2434 1256 1178 5550 1877 518 302 3673 3399 3225 2835 819 210 2016 1314675 702 666 590 388 357 116 1313973 438886 30583
cat_boundaries=0 1
cat_threshold=914
is_linear=0
shrinkage=0.05


Tree=324
num_leaves=31
num_cat=1
split_feature=62 136 38 54 33 58 33 23 37 0 39 126 111 13 21 31 33 99 28 53 79 35 10 69 89 36 69 35 82 11
split_gain=3.03783 5.09786 10.0624 9.67261 9.50465 7.47088 9.08556 10.9965 12.0371 10.2041 9.28513 16.232 10.1915 8.97188 10.1746 8.58343 9.11721 10.9308 8.60631 9.82946 8.52689 12.5092 8.93555 8.4608 8.47881 8.23088 8.22071 8.44369 8.25932 8.01132
threshold=0.853633612394333 0 9.1500000953674334 1.1349999904632571 10.949999809265138 224.47167968750003 9.6500000953674334 8.1050000190734881 12.050000190734865 333.50000000000006 13.949999809265138 0.21643137186765674 -0.39714199304580683 0.90500000119209301 5.5850000381469735 1019.2500000000001 3.6999999284744267 -0.72010934352874745 1015.0499877929689 7.3949999809265146 18.464999198913578 13.150000095367433 1.0000000180025095e-35 320.83593750000006 -0.85777553915977467 12.150000095367433 314.86769104003912 12.34999990463257 318.64778137207037 9.9499998092651385
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 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 15 8 20 13 12 -12 -9 -10 29 16 17 18 -7 25 22 -22 -8 24 -13 -20 -16 -28 -29 -15
right_child=-2 2 -4 4 -6 6 7 10 9 -11 11 23 -14 14 26 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=4.3400960605527846e-05 0.00043746261574956864 -0.00019540404923503661 5.9167119363587188e-05 -0.0058353536466306498 0.022106390773889522 -0.0034112851943031023 0.014264502962229312 -0.0040519601251939727 0.0044934650037099406 0.0020913718434542776 -0.0014453670212259172 -0.010043059120586246 -0.00057491953454300666 -0.0015743054488633918 0.0002364337422776839 -0.00070045408671543278 0.0019554979901741268 -0.0087211146747868586 -0.0122102061396136 -6.7260848349674651e-05 -0.00051242717471551645 0.0076062020873991932 -0.0019862790583065506 -0.040308330208063126 -0.0019746305135541413 0.013921420016668669 0.001371631968681277 -0.0083771004690036312 -0.00033525817630809796 -0.0073834250115005669
leaf_weight=129954 41555 1999 1047721 1669 31 882 85 2622 976 5756 2413 1065 10739 2259 22293 10023 9626 433 34 627 11438 495 17483 20 469 265 708 851 511 805
leaf_count=129954 41555 1999 1047721 1669 31 882 85 2622 976 5756 2413 1065 10739 2259 22293 10023 9626 433 34 627 11438 495 17483 20 469 265 708 851 511 805
internal_value=1.67115e-05 3.09715e-06 4.99759e-05 -0.00255326 -0.00532583 -0.00020859 -0.000526922 -0.000771208 -0.000467239 0.000171704 -0.00188793 -0.00401205 -0.00125726 -0.000217325 -0.00038496 0.000376877 0.0012868 -0.00158552 0.000123398 0.00349013 -0.00120707 -0.000175653 -0.00190765 -0.00799751 -0.00757624 0.0109499 -4.34387e-05 -0.00305754 -0.00535993 -0.00310053
internal_weight=1.32581e+06 1.28425e+06 1.05142e+06 3699 1700 232832 102878 80988 63660 34159 17328 3967 13361 28403 27427 21890 11867 2241 1808 926 29501 11933 17568 1554 1534 299 24363 2070 1362 3064
internal_count=1325807 1284252 1051420 3699 1700 232832 102878 80988 63660 34159 17328 3967 13361 28403 27427 21890 11867 2241 1808 926 29501 11933 17568 1554 1534 299 24363 2070 1362 3064
cat_boundaries=0 1
cat_threshold=640
is_linear=0
shrinkage=0.05


Tree=325
num_leaves=31
num_cat=0
split_feature=116 9 93 73 127 3 22 29 31 30 29 32 114 14 69 12 31 63 22 76 66 135 64 29 92 52 37 33 110 9
split_gain=3.49186 6.50745 8.33144 5.573 5.71079 5.12807 6.95422 4.69742 6.19702 5.97105 4.45 6.0047 5.47473 4.09053 4.01247 6.06861 6.14869 6.26877 4.95092 8.84119 5.83623 6.18972 5.72509 5.42343 5.21109 4.84837 5.49988 10.7174 7.98589 8.09668
threshold=0.98897820711135875 11.250000000000002 -0.38102746009826655 0.92253932356834423 0.99353402853012096 17.500000000000004 4.7349998950958261 1019.4500122070314 1020.8500061035157 1016.6499938964845 1012.9500122070314 12.34999990463257 0.026175950653851036 2.2849999666213994 321.47706604003912 3.8149999380111699 1015.9500122070314 0.72502925992012035 5.4449999332427987 13.494999885559084 7.2850000858306894 1015.4500122070314 9.1949996948242205 1013.6499938964845 0.49777500331401831 0.81499999761581432 10.750000000000002 11.750000000000002 0.95049017667770397 6.9500000476837167
decision_type=2 2 2 2 2 2 2 2 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 3 -3 5 -5 6 -2 9 -9 13 11 12 -4 -8 -1 16 17 18 19 -16 21 -20 23 -21 -23 -22 -27 -28 -29 -30
right_child=1 2 10 4 -6 -7 7 8 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 20 22 25 24 -24 -25 -26 26 27 28 29 -31
leaf_value=1.0353639179276023e-05 0.03087488513362284 0.01555587028022473 -0.0059015616786921715 0.0028806369596471389 -0.023025719675486195 -0.0010023938789879656 -0.0069380669247110938 -0.023333927571451675 0.0016842830526082174 0.012735087885096856 0.0045697990754472242 0.0043285365778977843 -0.033702218940570239 0.0065442564113498266 -0.0026671515335128164 0.0019605552310156056 -0.0016423308774851507 0.0040570108389535141 -0.0017546756050507658 0.0011008024196481894 0.002976680497587232 -0.0067658107871027134 0.021946820892317562 0.0090047179066929071 -0.028315957343658889 -0.004174971311781856 0.0046206013500434242 -0.0012152128104324501 0.017656676388517218 0.00073375757433153613
leaf_weight=1291338 24 146 113 36 52 1643 101 34 91 181 944 149 21 127 551 2188 11766 844 4602 521 1247 116 49 372 37 851 1095 5440 114 186
leaf_count=1291338 24 146 113 36 52 1643 101 34 91 181 944 149 21 127 551 2188 11766 844 4602 521 1247 116 49 372 37 851 1095 5440 114 186
internal_value=1.35099e-06 0.00154319 0.00426466 -8.92213e-05 -0.0124277 0.000404092 0.00454541 0.00336207 -0.00512067 0.00595459 0.00292112 -0.00257834 -0.0102584 0.000571824 -2.92217e-06 -0.000574775 -0.000774382 -0.000137111 -0.000370286 0.00236374 -0.000668497 -0.0020836 0.00530644 0.00439336 -0.0119773 8.476e-05 -0.000384434 8.75115e-05 -0.00077725 0.00716447
internal_weight=1.32498e+06 3662 1373 2289 88 2201 558 534 125 409 1227 283 134 228 1.32132e+06 29979 27791 16025 15181 1493 13688 4755 942 893 153 8933 7686 6835 5740 300
internal_count=1324979 3662 1373 2289 88 2201 558 534 125 409 1227 283 134 228 1321317 29979 27791 16025 15181 1493 13688 4755 942 893 153 8933 7686 6835 5740 300
is_linear=0
shrinkage=0.05


Tree=326
num_leaves=31
num_cat=0
split_feature=24 60 71 67 127 63 59 125 26 89 92 87 80 71 101 33 53 35 12 64 21 31 65 13 111 55 52 37 92 97
split_gain=3.76008 7.19539 4.27478 4.98811 4.55323 3.95533 4.79043 5.77841 4.47763 3.6414 3.66083 3.45205 3.44577 3.21422 6.45403 8.09772 6.69659 7.91574 6.65373 7.57259 6.61438 6.23932 6.14435 6.67377 5.86853 5.54906 5.53466 10.6685 10.1337 8.69286
threshold=22.500000000000004 0.2858786433935166 256.84075927734381 35.254999160766609 -1.0000000180025095e-35 0.4012869000434876 237.57013702392581 0.99901017546653759 302.50000000000006 -0.98272174596786488 -0.86820372939109791 0.8456535041332246 326.15075683593756 318.10951232910162 0.75043109059333812 5.9500000476837167 0.50499999523162853 7.9500000476837167 3.8149999380111699 0.39499999582767492 4.8350000381469735 1021.3500061035157 15.194999694824221 3.8549998998641972 0.72141665220260631 5.5950000286102304 0.46500000357627874 13.650000095367433 0.18774552643299106 -0.15666212886571881
decision_type=2 2 2 2 2 2 2 2 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 4 -3 6 -1 8 -8 -4 11 -11 -7 -2 16 22 17 -15 19 21 -18 -17 -16 -24 -22 -20 27 29 -29 -21
right_child=13 2 9 -5 -6 12 7 -9 -10 10 -12 -13 -14 14 15 18 20 -19 25 26 24 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0003501232684165476 1.3276296335180849e-05 -0.010810739427235806 0.022670578699893293 -0.016943722741829381 0.0073659830254686328 0.016389197016363606 -0.017707506803319204 -0.033229082085502647 0.0041007110025160593 0.0083551363719086488 0.0055486844186974776 0.033921025195361484 -0.0043234834597716413 0.020963365242618031 0.0010801255108183786 -0.008149019445810762 -0.0073617631548199974 0.0025946604454794653 0.0073492309564752532 0.0015213529493956933 -0.0010162786112213685 0.0085442619679886242 -0.02036997223934604 0.003331148088909686 0.00065848505123388855 0.0005609532234257357 -0.0012661940794614773 0.02607810066487545 0.0044650515494344947 -0.0089147754888417152
leaf_weight=616 1276240 45 39 37 147 57 43 24 52 31 506 23 31 61 87 576 306 1523 383 1465 8299 62 136 38 14148 1407 18110 78 178 231
leaf_count=616 1276240 45 39 37 147 57 43 24 52 31 506 23 31 61 87 576 306 1523 383 1465 8299 62 136 38 14148 1407 18110 78 178 231
internal_value=1.28344e-06 0.00238593 0.00567679 -0.000133631 0.00310581 -0.000924913 -0.0021243 -0.0113083 -0.00577038 0.00789813 0.00686933 0.0192443 0.00909268 -1.69168e-06 -0.000407373 -0.0010128 0.000158601 0.00330204 -0.000911183 -0.00116408 -6.0236e-05 -0.00652679 -0.0097692 -0.0151939 3.92993e-05 0.00201342 -0.000993542 0.00153603 0.0110503 9.99227e-05
internal_weight=1.32498e+06 1651 828 229 192 823 735 119 95 599 560 54 88 1.32333e+06 47088 22751 24337 1584 22490 20700 22753 638 261 174 22447 1790 20062 1952 256 1696
internal_count=1324979 1651 828 229 192 823 735 119 95 599 560 54 88 1323328 47088 22751 24337 1584 22490 20700 22753 638 261 174 22447 1790 20062 1952 256 1696
is_linear=0
shrinkage=0.05


Tree=327
num_leaves=31
num_cat=3
split_feature=24 60 71 67 127 63 59 125 31 4 89 92 91 87 108 10 36 67 31 136 20 136 13 135 52 136 14 33 52 24
split_gain=3.39348 6.49384 3.85799 4.50177 4.10929 3.56968 4.32336 5.21501 4.21573 3.76223 3.28636 3.3039 3.14839 3.11548 3.06868 6.05378 7.01833 8.83572 7.19042 8.03959 8.13964 5.33665 5.42252 5.2826 6.19105 5.13178 8.03045 5.01398 5.64622 3.75263
threshold=22.500000000000004 0.2858786433935166 256.84075927734381 35.254999160766609 -1.0000000180025095e-35 0.4012869000434876 237.57013702392581 0.99901017546653759 1014.6499938964845 8.2500000000000018 -0.98272174596786488 -0.86820372939109791 -0.92494273185729969 0.8456535041332246 -0.97166219353675831 14.250000000000002 12.449999809265138 6.8350000381469735 1016.6499938964845 0 7.0150001049041757 1 1.9049999713897707 1017.4500122070314 13.375000000000002 2 0.99500000476837169 12.34999990463257 8.0349998474121112 294.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 1 2 2 2 2
left_child=1 5 3 4 -3 6 -1 8 -8 -10 -4 13 -7 -12 15 16 17 18 19 27 -21 22 -19 25 -25 26 -18 28 -2 -24
right_child=14 2 10 -5 -6 12 7 -9 9 -11 11 -13 -14 -15 -16 -17 23 21 -20 20 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00033261711733416637 -0.012852030699777243 -0.010270202530341017 0.021537050124830925 -0.016096536431310548 0.0069976839845125776 0.026076677381061023 -0.021774939811855024 -0.031567627377808098 -0.012235571071505547 0.011677719275222015 0.0079373794472626154 0.0052712502188542523 0.0035090422640410798 0.032224973521964705 5.3873832494115987e-06 0.0010704545923576508 0.018765802208936828 0.0062925736474769445 -0.00057477620610546683 -0.019718100416280752 0.0012620331106258423 0.00092360300119484734 -0.0048253975217130828 -0.02862853307343487 0.004765442987326938 -0.0014458032615426745 0.0012517448893210003 0.002361623983980328 0.0021289847825985701 -0.018603174712614353
leaf_weight=616 227 45 39 37 147 20 28 24 29 38 31 506 68 23 1312254 3039 68 106 310 265 56 1090 732 35 23 3086 1745 152 87 53
leaf_count=616 227 45 39 37 147 20 28 24 29 38 31 506 68 23 1312254 3039 68 106 310 265 56 1090 732 35 23 3086 1745 152 87 53
internal_value=1.21927e-06 0.00226664 0.00539295 -0.000126949 0.00295052 -0.000878667 -0.00201808 -0.0107429 -0.00548186 0.00132719 0.00750322 0.00652587 0.00863805 0.0182821 -1.60709e-06 -0.000830443 -0.0015494 -0.00342469 -0.00702464 -0.00956524 -0.0155729 -0.00143119 -0.0042743 -0.000384957 -0.0153861 -0.000207356 0.00189817 -0.00498576 -0.00870124 -0.00575562
internal_weight=1.32498e+06 1651 828 229 192 823 735 119 95 67 599 560 88 54 1.32333e+06 11074 8035 3078 1097 787 321 1981 891 4957 58 4899 1813 466 314 785
internal_count=1324979 1651 828 229 192 823 735 119 95 67 599 560 88 54 1323328 11074 8035 3078 1097 787 321 1981 891 4957 58 4899 1813 466 314 785
cat_boundaries=0 1 2 3
cat_threshold=209 640 1600
is_linear=0
shrinkage=0.05


Tree=328
num_leaves=31
num_cat=0
split_feature=24 71 90 14 14 93 73 95 97 61 28 84 76 68 16 24 94 118 59 92 29 16 23 16 24 108 93 34 116 73
split_gain=3.06261 5.8608 3.29665 5.3164 4.3417 4.12515 3.98455 3.49657 3.18665 3.14262 3.00728 13.5856 4.86819 4.45202 2.97149 8.38104 28.7534 15.4983 13.9449 10.8132 10.1942 7.81813 7.56651 7.19226 7.07251 6.93261 8.7416 6.89914 6.87062 6.82245
threshold=22.500000000000004 256.84075927734381 -0.53277808427810658 1.6250000000000002 1.325000047683716 0.99583086371421825 0.81839337944984447 0.03107340540736914 -0.89333519339561451 0.30843324959278112 1013.3500061035157 0.90050143003463756 29.404999732971195 330.42692565917974 13.344999790191652 242.50000000000003 -0.46635219454765314 0.21643137186765674 236.68448638916018 0.12254272773861886 1017.8500061035157 14.039999961853029 4.7950000762939462 15.405000209808351 283.50000000000006 -0.055648451671004288 -0.25795076787471766 14.750000000000002 -0.72534674406051625 0.45288738608360296
decision_type=2 2 2 2 2 2 2 2 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 5 4 8 6 -3 -8 -4 -6 11 -1 13 -12 -2 18 17 29 -16 20 21 -18 -20 -24 -23 27 -27 -21 -25 -17
right_child=14 2 3 -5 9 -7 7 -9 -10 -11 12 -13 -14 -15 15 16 19 -19 22 25 -22 24 23 28 -26 26 -28 -29 -30 -31
leaf_value=-0.0009737116320189652 -5.1937804212121621e-05 0.0066496506827413747 -0.012730851629748942 0.0046815678171965849 -0.032178595851291902 -0.011043256449584779 0.032945982289725333 0.01201722228943254 0.014045923285186291 -0.0056931827416909601 -0.00016246243138088134 -0.042736536393994877 0.011479311198766891 -0.019986633642887077 -5.6739337163494803e-05 -0.00058823114816424383 0.00047855928790559046 0.0059149163609268605 -0.0069654008001344032 -0.0013700965245536986 0.00010122360991918271 0.0019210629846637334 -0.00027286410424177585 -0.0040798114657087077 0.0048589136094072984 0.0044724505252939717 9.5754605507874504e-05 0.0014713623701700061 -0.00029801853812161258 0.0026327861899258301
leaf_weight=127 910950 290 20 379 24 26 29 64 25 21 506 23 87 30 124313 2375 6717 2926 685 14122 16577 8365 5498 3654 2713 1147 213639 2517 1789 5341
leaf_count=127 910950 290 20 379 24 26 29 64 25 21 506 23 87 30 124313 2375 6717 2926 685 14122 16577 8365 5498 3654 2713 1147 213639 2517 1789 5341
internal_value=1.15811e-06 0.0021533 0.00494853 0.00208742 -0.0088368 0.00822936 0.00953769 0.0185434 0.00214513 -0.0198187 -0.00102161 -0.00737734 0.00050866 -0.00127202 -1.52694e-06 0.000109832 0.000267899 0.00281636 -0.000211608 0.000165864 0.000993378 0.00182447 -0.00186756 -0.0015484 0.00264054 4.29588e-05 0.000119127 -0.000940266 -0.00283682 0.00164135
internal_weight=1.32498e+06 1651 878 469 90 409 383 93 45 45 773 150 623 536 1.32333e+06 412378 276439 10642 135939 265797 34372 17795 11626 10941 11078 231425 214786 16639 5443 7716
internal_count=1324979 1651 878 469 90 409 383 93 45 45 773 150 623 536 1323328 412378 276439 10642 135939 265797 34372 17795 11626 10941 11078 231425 214786 16639 5443 7716
is_linear=0
shrinkage=0.05


Tree=329
num_leaves=31
num_cat=3
split_feature=108 11 36 67 31 136 33 111 135 75 85 11 24 55 36 64 136 13 30 136 64 43 4 70 23 120 36 12 38 4
split_gain=2.84421 5.58923 6.48612 6.29707 6.30815 7.27315 6.34235 5.81574 5.04515 5.45596 4.71416 4.70424 4.82546 4.61814 7.28294 4.38804 3.93518 4.18756 3.90678 3.81846 3.55971 3.49165 3.00559 4.30364 5.34908 2.98159 6.74288 4.27412 5.0732 3.19825
threshold=-0.97166219353675831 11.949999809265138 12.449999809265138 6.8350000381469735 1016.4500122070314 0 12.34999990463257 0.2773128896951676 1017.4500122070314 0.84057417511940014 0.80659702420234691 6.1499998569488534 285.50000000000006 0.92500001192092907 15.449999809265138 2.5649999380111699 1 1.0249999761581423 1008.3500061035157 2 1.1150000095367434 10.750000000000002 15.050000190734865 269.49264526367193 5.2049999237060556 0.41467745602130895 10.84999990463257 2.8750000000000004 12.650000095367433 18.650000572204593
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 18 15 13 -10 -8 -7 -13 14 -4 -5 17 -15 -1 20 -3 25 -2 -24 -25 29 -27 28 -28 -21
right_child=22 19 8 7 -6 11 10 -9 9 -11 -12 12 -14 16 -16 -17 -18 -19 -20 21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=9.6094184621099721e-06 2.8799517069748704e-06 -0.017369809081511839 0.011170733025357165 0.011668809561524541 -0.00093044468306323303 -0.0057027013892573973 -0.0098742134374927501 0.0043933809075775562 -0.032722540244460106 -0.0010956632966796556 0.0089077045019560815 -0.017483280322290715 -0.040048291959932876 0.017460069697923387 -0.005259795562913964 -0.003540625612655605 -0.0019070857243082629 0.00087064496105597857 -0.013818885511968151 0.00071803059621098719 0.0033924040585108861 0.0095551444537027991 -0.00019228357321270356 0.011307946513830262 0.0020211822407096881 0.012156120330716174 -0.017729699115754446 -0.0023327402514664252 -0.00093262505706412444 -0.013244088262408263
leaf_weight=71 1308301 21 203 49 316 70 49 317 25 30 105 154 28 39 101 1473 2500 1545 182 1750 1220 86 2861 165 2573 63 117 450 73 42
leaf_count=71 1308301 21 203 49 316 70 49 317 25 30 105 154 28 39 101 1473 2500 1545 182 1750 1220 86 2861 165 2573 63 117 450 73 42
internal_value=1.1002e-06 -0.000796668 -0.00161168 -0.00348996 -0.00673833 -0.00952329 -0.00494696 -0.00176774 -0.000422059 -0.0154715 0.00293164 -0.01608 -0.0209548 -0.000233427 0.00571191 -0.00305097 -0.000675978 0.00127107 -0.00993816 0.000750826 0.00301676 -0.00034902 7.82711e-06 0.00116381 0.00258083 -0.000691804 -0.00345143 -0.0049878 -0.0112761 0.000390793
internal_weight=1.32498e+06 11079 7257 2814 975 659 407 1839 4443 55 154 252 182 4388 304 1522 4084 1584 253 3822 1241 2581 1.3139e+06 5599 2738 2495 703 640 190 1792
internal_count=1324979 11079 7257 2814 975 659 407 1839 4443 55 154 252 182 4388 304 1522 4084 1584 253 3822 1241 2581 1313900 5599 2738 2495 703 640 190 1792
cat_boundaries=0 1 2 3
cat_threshold=209 1616 325
is_linear=0
shrinkage=0.05


Tree=330
num_leaves=31
num_cat=1
split_feature=98 94 77 119 86 74 86 53 125 66 36 92 90 17 99 67 65 136 20 36 35 35 79 67 120 30 54 33 52 31
split_gain=3.29276 5.49626 4.83644 4.30153 4.24652 3.83031 4.12485 4.94169 3.73509 4.36561 3.09825 3.91967 4.70438 3.093 3.05439 2.88121 9.59052 9.40622 9.4193 13.4997 11.2953 13.518 11.9715 9.48603 7.42755 9.83496 7.66152 9.91902 8.56966 9.27429
threshold=0.26105421781539923 0.67878267168998729 24.285000801086429 0.98624804615974437 0.81265300512313854 0.46114383637905126 0.86030152440071117 1.0349999666213991 0.71322327852249157 1.5950000286102297 6.5499999523162851 0.082234505563974394 -0.79377013444900502 11.120000362396242 -0.75746884942054737 12.135000228881838 20.425000190734867 0 7.5150001049041757 12.050000190734865 8.7500000000000018 11.449999809265138 15.125000000000002 21.554999351501468 0.04361772537231446 1013.5499877929689 9.7950000762939471 10.650000095367433 2.9850000143051152 1016.0499877929689
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=10 2 3 13 -4 6 7 -3 9 -6 11 12 -1 -2 -13 -12 17 18 19 20 -17 22 -22 24 25 -21 27 28 29 -27
right_child=1 5 4 -5 8 -7 -8 -9 -10 -11 15 14 -14 -15 -16 16 -18 -19 -20 23 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.016337831098247657 -0.0038208892529343411 -0.023523960690857527 -0.012229605256156489 -0.024317951766507969 -0.011827499722130597 -0.028758447200059892 0.0043260167546880744 0.00068505049400430706 0.026259220932843164 0.013465474602742378 -2.1070701436971993e-05 -0.030797484334414971 0.014809884954484931 0.00010583265448929312 -0.0048073106911033399 -0.010226466939734872 -0.00010838598180561016 -5.615174387879729e-05 0.0001982486126972407 0.00010701998985016393 0.0049606144207166719 -0.0023665888576625545 -0.00025242032162967228 0.0032108943071904638 -0.0013568874995985348 0.039692211183516873 0.0005036576332772822 0.0029888977535881506 0.0041228950515525128 0.012293414140437196
leaf_weight=22 876 53 22 21 24 25 48 35 32 59 1072086 26 27 1173 20 281 140023 43915 28717 6739 1779 3530 2891 9357 2344 46 3409 8082 151 94
leaf_count=22 876 53 22 21 24 25 48 35 32 59 1072086 26 27 1173 20 281 140023 43915 28717 6739 1779 3530 2891 9357 2344 46 3409 8082 151 94
internal_value=1.06703e-05 -0.00185215 -0.00120153 -0.00180369 0.00789669 -0.0107708 -0.0074643 -0.0138954 0.0117469 0.00615184 1.40032e-05 -0.00901522 0.000825196 -0.00157294 -0.0194974 1.46513e-05 0.000167012 0.000513373 0.000884218 0.00139342 -0.000369356 -3.15698e-05 0.00173344 0.0018881 0.00129489 0.0016305 0.00250189 0.00331545 0.0123848 0.0212959
internal_weight=1.32591e+06 2368 2207 2070 137 161 136 88 115 83 1.32354e+06 95 49 2049 46 1.32344e+06 251358 111335 67420 38703 8481 8200 4670 30222 20865 18521 11782 8373 291 140
internal_count=1325907 2368 2207 2070 137 161 136 88 115 83 1323539 95 49 2049 46 1323444 251358 111335 67420 38703 8481 8200 4670 30222 20865 18521 11782 8373 291 140
cat_boundaries=0 1
cat_threshold=5893
is_linear=0
shrinkage=0.05


Tree=331
num_leaves=31
num_cat=2
split_feature=12 14 95 68 67 64 35 22 133 67 35 0 12 136 38 97 111 68 39 88 39 35 30 110 136 30 77 6 23 79
split_gain=3.61253 9.99898 14.6079 8.05799 7.59076 13.5948 9.57841 9.82236 9.48468 9.00387 8.12419 8.06978 8.9644 11.132 7.81216 9.70306 7.78093 9.81779 8.48504 8.47597 7.78678 7.87862 7.46297 7.46033 7.42959 7.40536 7.32336 7.86272 7.99532 7.97423
threshold=1.935000002384186 1.685000002384186 -0.35803659260272974 305.68112182617193 21.554999351501468 6.3250000476837167 10.34999990463257 9.6649999618530291 1019.8500061035157 8.4349999427795428 15.050000190734865 210.50000000000003 1.2250000238418581 0 16.050000190734867 -0.83727639913558949 0.64065653085708629 298.12078857421881 14.949999809265138 -0.93924945592880238 12.84999990463257 11.949999809265138 1009.5499877929689 0.82007786631584179 1 1015.5499877929689 12.704999923706056 5.3500001430511483 4.9549999237060556 2.2949999570846562
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 1 2 2 2 2 2
left_child=4 2 -2 -4 5 9 7 -7 11 26 -6 12 13 -8 24 -16 17 20 -18 -19 21 -14 -12 -17 -13 -24 -1 28 -28 -29
right_child=1 -3 3 -5 10 6 8 -9 -10 -11 22 14 16 -15 15 23 18 19 -20 -21 -22 -23 25 -25 -26 -27 27 29 -30 -31
leaf_value=9.1472445595413578e-08 0.0037181065318380672 6.929454220191259e-05 -1.8321483010031737e-05 0.004359153309618868 0.00060455186617894329 0.0012774483855334435 -0.010016016738399879 -0.0056538980362419531 0.0052454000988821532 0.0010196640289126498 -0.0068550546978728786 6.9220336236536692e-05 -0.00074737366180606174 -0.0020783376417768547 0.0020446193364176217 -0.00058175993727060916 0.0013360762384135654 -0.0055825637360663385 -0.0021831489129184533 -0.0020782574934183622 -0.00027979406379543376 -0.0046942358600583819 0.0080138285621106364 -0.0099840100149878805 -0.0014106049671580067 0.0016585242134931162 0.0079491177186900019 -0.0064722133194575612 0.00023782430976512388 -0.0011221329024451207
leaf_weight=607836 4577 547439 10944 1163 11827 8705 647 543 638 20842 145 14680 2686 1403 6137 3913 5127 2335 2572 6611 12382 2389 944 223 20091 891 354 721 6663 20479
leaf_count=607836 4577 547439 10944 1163 11827 8705 647 543 638 20842 145 14680 2686 1403 6137 3913 5127 2335 2572 6611 12382 2389 944 223 20091 891 354 721 6663 20479
internal_value=1.01368e-05 0.000106043 0.00131185 0.000402179 -6.08848e-05 -8.23286e-05 -0.000654787 0.000870472 -0.000827155 -2.95417e-06 0.00110081 -0.000874871 -0.00143127 -0.00464254 -0.000428309 0.000783118 -0.00123823 -0.00164606 0.000160411 -0.00299292 -0.000955856 -0.00260532 0.00406506 -0.0010887 -0.000786222 0.00492796 -3.6463e-05 -0.000823901 0.000626851 -0.00130409
internal_weight=1.32591e+06 564123 16684 12107 761784 747977 91082 9248 81834 656895 13807 81196 36152 2050 45044 10273 34102 26403 7699 8946 17457 5075 1980 4136 34771 1835 636053 28217 7017 21200
internal_count=1325907 564123 16684 12107 761784 747977 91082 9248 81834 656895 13807 81196 36152 2050 45044 10273 34102 26403 7699 8946 17457 5075 1980 4136 34771 1835 636053 28217 7017 21200
cat_boundaries=0 1 2
cat_threshold=896 2337
is_linear=0
shrinkage=0.05


Tree=332
num_leaves=31
num_cat=1
split_feature=12 13 82 71 64 67 67 136 30 108 131 134 17 17 57 81 89 88 29 76 52 87 39 25 17 60 135 55 108 79
split_gain=3.26067 8.13181 8.97635 7.45939 7.2333 15.5527 11.9754 9.41025 9.38747 8.57537 10.2723 8.21597 8.16113 10.2592 13.6231 10.138 9.38347 8.86929 10.1457 13.1214 8.20623 7.91896 8.75539 7.89867 7.82148 7.64505 7.51742 11.0762 9.4732 8.01365
threshold=1.935000002384186 1.6549999713897707 225.94704437255862 337.70332336425787 4.7850000858306894 7.2449998855590829 21.554999351501468 0 1025.850036621094 -0.81643056869506825 118.50000000000001 1019.9500122070314 14.039999961853029 11.775000095367433 226.22800445556643 279.96871948242193 -0.33768270909786219 -0.96527764201164235 1018.0499877929689 1.2450000047683718 2.8950001001358037 0.75637283921241771 14.949999809265138 291.50000000000006 11.120000362396242 0.72242793440818798 1018.2500000000001 0.43500000238418585 -0.58365184068679798 3.2549999952316289
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=3 2 -2 4 5 26 8 -7 9 10 -6 12 13 16 -15 -16 20 18 19 -17 -11 -8 -23 -21 -12 -25 -1 -28 -29 -30
right_child=1 -3 -4 -5 6 7 21 -9 -10 11 24 -13 -14 14 15 17 -18 -19 -20 23 -22 22 -24 25 -26 -27 27 28 29 -31
leaf_value=-9.0227664657646031e-06 -0.00041204075348562423 8.6742457270217775e-05 0.0050576407779380364 -0.0032862917607042325 -0.0024995879477166367 0.0024525113689812372 -0.0013100211482246792 -3.1463007235649776e-05 0.0021299282639054584 -0.00065856234797424178 0.0079263449693098668 0.0039361860911614616 0.00050204107506648704 0.0012418584450853104 -0.00050691814309594273 -0.017828567749354988 -0.0014512336307201501 -0.0015544853198090011 -0.0018614514626782584 -0.0029171554266037391 0.00058572528342839517 0.00093673601827985113 0.0044729570132675742 -0.006005745381365446 -0.020242491744094246 -0.015747795180420597 0.013410205351512716 -0.031813538971266923 0.0017910450522056422 -0.0062657160319812086
leaf_weight=601488 1329 561072 1722 1785 2934 10387 2781 6030 3250 27037 30 1023 15622 4273 10618 200 15387 12491 4111 2483 25987 8179 2227 1484 138 233 92 31 438 1045
leaf_count=601488 1329 561072 1722 1785 2934 10387 2781 6030 3250 27037 30 1023 15622 4273 10618 200 15387 12491 4111 2483 25987 8179 2227 1484 138 233 92 31 438 1045
internal_value=9.6249e-06 0.000100741 0.00267508 -5.78493e-05 -5.02667e-05 2.31892e-05 -0.000374186 0.00154162 -0.000522763 -0.000592261 -0.00318809 -0.000525685 -0.000563746 -0.000723373 -0.00140797 -0.00176606 -0.000364188 -0.00240264 -0.00364742 -0.00531608 -4.87384e-05 0.00106011 0.00169353 -0.00472025 -0.0152123 -0.00732776 -1.81444e-05 -0.00343442 -0.004458 -0.00388617
internal_weight=1.32591e+06 564123 3051 761784 759999 619511 140488 16417 127301 124051 3102 120949 119926 104304 35893 31620 68411 21002 8511 4400 53024 13187 10406 4200 168 1717 603094 1606 1514 1483
internal_count=1325907 564123 3051 761784 759999 619511 140488 16417 127301 124051 3102 120949 119926 104304 35893 31620 68411 21002 8511 4400 53024 13187 10406 4200 168 1717 603094 1606 1514 1483
cat_boundaries=0 1
cat_threshold=1925
is_linear=0
shrinkage=0.05


Tree=333
num_leaves=31
num_cat=3
split_feature=12 13 68 71 61 19 65 22 64 67 29 87 67 38 31 93 75 63 136 79 28 68 19 105 31 136 136 68 111 95
split_gain=2.9608 8.59208 10.3896 6.2684 6.36785 5.77808 11.6584 5.67893 5.58593 12.763 8.61309 8.5242 9.30762 10.744 12.5217 10.342 8.64607 10.9414 10.1943 10.0701 9.51291 8.53364 8.45789 8.28884 9.99909 8.22898 8.18679 8.92593 8.08395 10.1914
threshold=2.0249999761581425 1.8949999809265139 260.64083862304693 337.70332336425787 0.36304613947868353 6.9049999713897714 3.2949999570846562 6.0650000572204599 5.0150001049041757 7.2449998855590829 1026.2500000000002 0.76735758781433117 17.914999961853031 16.150000572204593 1011.9500122070314 -0.32857568562030787 0.34204201400280004 0.75150457024574291 0 0.81499999761581432 1014.7500000000001 302.65892028808599 15.405000209808351 -0.74837026000022877 1016.0499877929689 1 2 325.72602844238287 0.51930776238441478 0.2686715573072434
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 1 1 2 2 2
left_child=3 2 -2 8 -5 6 -3 -4 9 -1 11 16 -13 23 -15 -16 18 19 -10 21 28 -18 26 -14 -25 -11 -22 -28 29 -21
right_child=1 5 7 4 -6 -7 -8 -9 10 25 -12 12 13 14 15 -17 17 -19 -20 20 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-1.8545061662044929e-05 -7.1329843646993188e-05 5.1139828405237588e-05 0.0046816984479801484 -0.0050750389068251146 0.00079082501722416414 3.1359608566838852e-05 0.0024329826057592663 0.0016770243631868049 0.0049211684270974304 0.0022591187799332921 0.0019975285408413185 -0.00036701848452283596 -0.00017531543114404825 -0.0032382858775803201 0.011178243002003516 0.0032755261832287039 -0.0056667158306454718 0.00045810256098006345 -0.00072929485575552212 -0.00013259870297848989 -0.0035183831887173724 -0.02552201145424925 0.0015908147610264271 0.0055570746978133995 0.00035150944809527254 0.0001923925534075959 -0.0012645235786506504 -0.021466395385902039 -0.0030459710254917348 0.0052618765560783209
leaf_weight=635282 6820 15527 2332 1229 742 478924 7678 4829 1272 10215 3922 90126 13731 481 607 1302 808 7517 2114 5147 8653 58 1426 1548 2283 9123 9331 55 1770 1055
leaf_count=635282 6820 15527 2332 1229 742 478924 7678 4829 1272 10215 3922 90126 13731 481 607 1302 808 7517 2114 5147 8653 58 1426 1548 2283 9123 9331 55 1770 1055
internal_value=9.14456e-06 0.000102736 0.00132534 -5.05042e-05 -0.00286678 6.86942e-05 0.000839237 0.00265551 -4.36328e-05 1.99738e-05 -0.000315412 -0.000376177 -0.000150693 0.000826479 0.00397168 0.00578833 -0.00100927 -0.00123755 0.00140576 -0.0016879 -0.00152035 -0.00699652 -0.00211617 0.000398451 0.00245493 0.00128538 -0.00240921 -0.00138143 -6.55512e-05 0.000785036
internal_weight=1.32591e+06 516110 13981 809797 1971 502129 23205 7161 807826 654620 153206 149284 110078 19952 2390 1909 39206 35820 3386 28303 27437 866 19465 17562 3831 19338 18039 9386 7972 6202
internal_count=1325907 516110 13981 809797 1971 502129 23205 7161 807826 654620 153206 149284 110078 19952 2390 1909 39206 35820 3386 28303 27437 866 19465 17562 3831 19338 18039 9386 7972 6202
cat_boundaries=0 1 2 3
cat_threshold=768 1797 658
is_linear=0
shrinkage=0.05


Tree=334
num_leaves=31
num_cat=0
split_feature=98 52 57 63 13 39 107 54 11 4 114 84 73 122 103 16 64 112 36 58 106 28 34 2 25 111 107 60 96 100
split_gain=2.94443 4.27826 4.10352 3.93047 4.70087 3.97529 3.70702 4.37329 4.19322 3.42234 4.49389 4.97905 3.40973 3.16499 3.06797 2.93934 9.63703 8.28153 6.34995 5.93124 5.53552 5.44813 5.72684 5.14421 5.08434 5.05459 4.72737 4.60075 5.95763 6.24863
threshold=0.26105421781539923 2.0849999189376835 313.50970458984381 0.26236602663993841 1.9450000524520876 13.050000190734865 -0.75545096397399891 1.7250000238418581 12.84999990463257 5.1499998569488534 -0.9366365075111388 0.74292427301406871 0.32429338991642004 0.7933231294155122 -0.31413502991199488 6.9049999713897714 3.4750000238418584 0.19936034083366397 13.34999990463257 242.65260314941409 -0.99638137221336354 1015.6499938964845 18.150000572204593 314.50000000000006 359.50000000000006 0.3117449432611466 -0.78557437658309925 0.47688101232051855 -0.78905686736106861 0.77248653769493114
decision_type=2 2 2 2 2 2 2 2 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 6 4 5 -3 9 8 13 -2 -11 -12 -9 -8 -7 16 24 18 19 20 -18 22 27 -24 -1 -19 -25 28 -20 -30
right_child=1 3 -4 -5 -6 14 7 12 -10 10 11 -13 -14 -15 -16 -17 17 25 21 -21 -22 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=0.00010142509445632633 -0.0038190475986351704 0.021374597497993992 -0.019849423764318957 -0.00083043936823260661 0.024352524411583813 0.0082070776230345182 -0.015754999103865915 0.019648520941180844 0.0070643096070351274 0.022641341876367044 0.022445284891063753 -0.0029003437756129156 -0.0035702768139742602 -0.00046536349918602444 -0.013442802726705042 -1.1586691377065567e-05 0.024792817669342562 -0.0084819481776321481 0.0024451353969393804 -0.00024258094287404235 0.0027872950338187416 0.0059567964136467786 0.0038972389823991624 0.0021265714394825479 0.018393856635023104 0.005439757546746588 0.027385850989464989 0.0057225466716841287 -0.0060922009002404888 0.0036356970792466243
leaf_weight=108373 371 21 41 1311 34 30 194 21 29 29 23 123 64 41 36 1204477 29 304 1421 3917 1965 1412 139 27 38 83 59 530 524 241
leaf_count=108373 371 21 41 1311 34 30 194 21 29 29 23 123 64 41 36 1204477 29 304 1421 3917 1965 1412 139 27 38 83 59 530 524 241
internal_value=8.68851e-06 -0.00175285 -0.00438158 -3.46244e-05 0.0085878 0.00242687 -0.003673 -0.00769789 -0.0108738 -0.00110031 0.00466342 0.00109246 0.00216613 -0.0130874 -0.00360195 1.18402e-05 0.000248835 0.00168398 0.00195471 0.00088747 0.00310734 0.00340392 0.00217826 0.00984399 0.000107837 -0.00549616 0.0194556 0.00154322 0.00052993 -0.0030276
internal_weight=1.32591e+06 2368 936 1432 121 87 895 349 264 546 175 146 85 235 66 1.32354e+06 119062 10651 10264 5911 1994 4353 2941 225 108411 387 86 2716 2186 765
internal_count=1325907 2368 936 1432 121 87 895 349 264 546 175 146 85 235 66 1323539 119062 10651 10264 5911 1994 4353 2941 225 108411 387 86 2716 2186 765
is_linear=0
shrinkage=0.05


Tree=335
num_leaves=31
num_cat=3
split_feature=113 71 55 67 136 135 12 90 91 54 56 106 38 121 36 83 136 115 107 12 64 96 93 68 55 76 64 0 136 42
split_gain=3.85215 7.00046 6.60796 8.3909 7.16649 9.73787 7.66065 6.55435 6.36335 6.39359 6.25037 5.73027 9.59688 5.6788 5.63904 5.51133 6.0568 5.76998 5.50253 5.36895 7.88258 5.71441 5.23378 8.44203 5.57957 5.18108 10.1926 6.92637 8.69836 11.7109
threshold=-0.9099266231060027 287.71694946289068 2.685000061988831 13.364999771118166 0 1014.9500122070314 0.94499999284744274 -0.95373904705047596 -0.53477653861045826 0.45499999821186071 284.37895202636724 -0.9653601050376891 16.650000572204593 0.76037701964378368 17.849999427795414 322.75024414062506 1 -0.85260769724845875 -0.97982192039489735 2.7749999761581425 23.695000648498539 1.0000000180025095e-35 -0.21159733086824414 280.47354125976568 2.1550000905990605 7.6349999904632577 0.2650000005960465 163.50000000000003 2 9.8499999046325701
decision_type=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 2 1 2
left_child=1 10 4 15 5 6 14 8 19 -10 25 12 13 -5 18 -4 -17 -18 -3 20 21 -2 -12 -24 -25 -1 -27 28 29 -28
right_child=7 2 3 11 -6 -7 -8 -9 9 -11 22 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=2.1060450151991513e-05 -0.00029956492768440455 -0.012444071474430315 -8.2395198633127334e-05 0.0022613706466911763 0.00070654644613800648 0.012256180585387376 0.0018109636365391199 -1.5550768193440298e-05 0.0019468829654830687 -0.0019894711035085893 0.001225950340189024 0.00052594688128720175 0.010951282384142407 -0.0021783727970873467 0.030033007503620219 0.0011014074358419864 -0.0074641243752182262 -0.0014217889562651836 0.0083899086855782692 0.00066319814748991898 -0.0024712905296146851 -0.0092500110433239215 -0.0019750502675329024 0.0017126853546751471 -0.00058575258269989673 0.0062745547796760372 0.0015289145418239366 0.00086226855766549355 -0.0010905377468912335 -0.031486386571217467
leaf_weight=347583 47584 34 26726 6195 9423 272 4190 738648 1147 10250 3452 25121 295 815 28 747 775 806 467 11584 4738 179 10486 3143 16513 766 5163 35808 12099 27
leaf_count=347583 47584 34 26726 6195 9423 272 4190 738648 1147 10250 3452 25121 295 815 28 747 775 806 467 11584 4738 179 10486 3143 16513 766 5163 35808 12099 27
internal_value=6.63434e-06 0.000114248 0.000557358 0.000331454 0.00152091 0.0030509 0.00252677 -6.09022e-05 -0.0005047 -0.00159331 3.69461e-05 0.000884375 0.00211697 0.0017452 0.00819643 -0.00028564 -0.00261894 -0.00435616 0.00697603 -0.000311098 -0.00052607 -0.000333108 -0.000618204 -0.000829405 -0.000218232 9.17708e-05 0.000548071 0.000465458 -0.000356392 0.00135455
internal_weight=1.32506e+06 510934 75894 61480 14414 4991 4719 814130 75482 11397 435040 32426 7305 7010 529 29054 2328 1581 501 64085 52501 47763 33594 30142 19656 401446 53863 53097 17289 5190
internal_count=1325064 510934 75894 61480 14414 4991 4719 814130 75482 11397 435040 32426 7305 7010 529 29054 2328 1581 501 64085 52501 47763 33594 30142 19656 401446 53863 53097 17289 5190
cat_boundaries=0 1 2 3
cat_threshold=1799 199 7490
is_linear=0
shrinkage=0.05


Tree=336
num_leaves=31
num_cat=1
split_feature=104 136 85 15 123 31 65 63 31 28 55 38 121 121 97 116 1 77 35 53 77 75 37 20 2 56 71 53 103 116
split_gain=3.48408 9.05659 11.1114 8.56448 8.28426 7.58137 7.40503 6.77708 6.64482 6.36258 5.65599 5.62125 5.55871 5.34551 5.73852 5.86793 6.03533 5.23352 5.94473 5.41603 5.15328 6.13733 5.71802 4.97594 5.53072 6.86157 5.07965 4.96518 4.8755 9.85803
threshold=-0.9844265580177306 0 0.7954373061656953 0.76499998569488536 -0.93038213253021229 1018.9500122070314 2.1750000715255742 0.51441025733947765 1012.6499938964845 1011.9500122070314 0.034999999217689044 10.34999990463257 -0.99809679388999928 -0.88697704672813404 -0.94685810804367054 -0.90255093574523915 173.50000000000003 1.794999957084656 15.050000190734865 2.6550000905990605 1.6549999713897707 0.81814211606979381 15.650000095367433 5.6949999332427987 291.50000000000006 193.10997009277347 282.45454406738287 1.325000047683716 -0.15879198908805844 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 6 4 -3 7 20 10 -5 -10 12 -11 -6 -8 15 16 -15 -17 -19 -20 -1 22 -22 24 25 -4 -26 -16 29 -2
right_child=28 3 23 8 5 -7 13 -9 9 11 -12 -13 -14 14 27 17 -18 18 19 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0016506828489848099 -0.00042339160775503809 -0.00046177647335115336 0.043611506793809977 -0.00099455972165382448 0.033173203937433386 -0.00094010909599737981 0.0029972506669933125 -0.00079811323242250619 0.0026088184589744203 0.0022130089671153412 0.0037192665213178311 -0.00010392200520597335 0.0089665727806874582 0.0015638311603362418 -0.015603684322975046 -0.0038226492417061382 0.020938187393928984 0.00039738592363440669 0.022789957716541236 0.0043774370166970661 0.004626520606235386 0.035501537574455143 0.019595742605433064 0.0030864428675449859 -0.0028528059969502445 0.012293652557346921 0.025391926653683186 -0.0014579715183721633 1.115580808067974e-05 0.0055940645638701937
leaf_weight=712 86777 3709 23 16796 27 1284 1458 828 2502 2772 4153 47079 195 91 63 623 72 4387 43 561 372 20 77 4442 78 73 20 4043 1141098 686
leaf_count=712 86777 3709 23 16796 27 1284 1458 828 2502 2772 4153 47079 195 91 63 623 72 4387 43 561 372 20 77 4442 78 73 20 4043 1141098 686
internal_value=6.30289e-06 0.000295587 0.00133684 7.02433e-05 0.00142307 0.00250075 0.00056341 0.00334988 -0.00012922 0.0001484 0.00413492 2.49126e-05 0.0119106 0.000171041 -0.000245899 0.000769844 0.0101218 0.000498313 0.00103768 0.00568826 0.00433129 0.00840079 0.00719363 0.00342877 0.0112671 0.0197969 0.00291143 -0.00167501 -1.64202e-05 -0.000376195
internal_weight=1.32506e+06 96503 17158 79345 10196 6487 12522 5203 69149 52353 4375 49851 222 11341 9883 5777 163 5614 4991 604 1181 469 449 4636 194 96 98 4106 1.22856e+06 87463
internal_count=1325064 96503 17158 79345 10196 6487 12522 5203 69149 52353 4375 49851 222 11341 9883 5777 163 5614 4991 604 1181 469 449 4636 194 96 98 4106 1228561 87463
cat_boundaries=0 1
cat_threshold=1798
is_linear=0
shrinkage=0.05


Tree=337
num_leaves=31
num_cat=0
split_feature=113 71 86 81 90 91 54 56 55 21 70 125 33 29 66 61 23 109 84 27 31 20 130 93 116 93 100 55 23 39
split_gain=3.44071 6.23081 6.14814 6.9308 5.91276 5.74111 5.83008 5.69106 6.22594 5.2828 7.59854 7.51203 6.24617 5.61403 5.17992 5.16754 4.99409 6.12542 4.84268 4.83758 4.77187 7.38537 4.62328 4.55272 4.51028 4.47304 4.61519 4.46206 4.91123 4.40849
threshold=-0.9099266231060027 287.71694946289068 0.68177476525306713 318.63594055175787 -0.95373904705047596 -0.53477653861045826 0.57499998807907116 287.43351745605474 0.23499999940395358 8.1449999809265154 298.29182434082037 -0.71322327852249134 13.750000000000002 1020.3500061035157 1.435000002384186 0.52968004345893871 4.9949998855590829 0.51124221086502086 0.76294216513633739 195.50000000000003 1017.7500000000001 5.0650000572204599 177.50000000000003 0.37907044589519506 0.28400452435016638 0.012098265811800958 0.32473076879978185 18.445000648498539 9.5749998092651385 19.849999427795414
decision_type=2 2 2 2 2 2 2 2 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 29 -4 5 9 14 -1 -9 16 22 13 -13 18 -7 27 17 -2 -12 -5 -19 -22 -11 -20 -10 -26 -27 28 -14 -3
right_child=4 2 3 19 -6 6 -8 8 24 10 11 12 15 -15 -16 -17 -18 20 23 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=7.9239746074036472e-05 0.0013037717519856884 -0.0010713704135413016 0.00079697067002438074 0.011067191223448875 -1.4765621156845964e-05 -0.0025687530768248867 -0.001952281006743108 0.0018130502210936901 -0.0017490257351787356 -0.00025071056752512592 -0.0020875236323597483 -1.3010504253699518e-05 -0.00035192474880143567 0.0058855696381734952 0.0035871322903834896 -0.0075255598491023703 2.4444414489598993e-05 -0.0022802668322254556 -0.015613555843669358 -0.0014119985714269607 -0.015421537790899636 -0.0029661702789183309 -0.0071804314364741122 -0.0031573234953005645 0.0023731890285566509 -0.0015914112493242807 0.00043571192541007287 -0.013529466070079555 0.022098965043775166 0.013018621797839712
leaf_weight=410227 766 6407 64775 79 738648 530 9905 2241 9910 8166 147 1514 386 63 962 718 50038 1059 311 4577 207 280 248 96 1370 6060 5232 60 26 56
leaf_count=410227 766 6407 64775 79 738648 530 9905 2241 9910 8166 147 1514 386 63 962 718 50038 1059 311 4577 207 280 248 96 1370 6060 5232 60 26 56
internal_value=5.98774e-06 0.000107692 0.000525735 0.000663038 -5.78402e-05 -0.000479357 -0.00151338 3.47633e-05 -0.000700554 -0.000295465 -0.00125429 -0.00327946 -0.00214352 -0.00825769 0.00140039 -0.00485411 -8.05301e-05 -0.00235247 -0.00986604 -0.00120026 -0.00416403 -0.00826034 -0.000454962 -0.0126755 -0.00095011 -0.000324833 -0.00065217 -0.000790334 0.00106488 -0.000949285
internal_weight=1.32506e+06 510934 75894 69431 814130 75482 11397 435040 24813 64085 11735 3321 2704 617 1492 1190 52350 2312 554 4656 1546 487 8414 407 22572 12662 11292 472 412 6463
internal_count=1325064 510934 75894 69431 814130 75482 11397 435040 24813 64085 11735 3321 2704 617 1492 1190 52350 2312 554 4656 1546 487 8414 407 22572 12662 11292 472 412 6463
is_linear=0
shrinkage=0.05


Tree=338
num_leaves=31
num_cat=1
split_feature=118 105 17 15 12 28 77 42 103 100 105 31 38 21 36 25 94 136 85 131 17 33 32 93 68 93 34 25 30 71
split_gain=3.2791 7.74775 7.14081 11.0962 9.85326 8.2958 11.3547 7.22772 8.83582 7.0913 5.96336 6.45352 5.74703 6.14069 5.70382 5.57232 8.45015 5.45571 6.94203 5.82401 6.31188 7.0284 8.71078 5.64427 5.6092 5.41333 5.39841 6.8496 6.991 5.35672
threshold=0.62249094247818004 -0.77358603477478016 13.344999790191652 2.2949999570846562 2.4550000429153447 1011.8500061035157 4.2449998855590829 11.949999809265138 0.1275458708405495 -0.74485555291175831 -0.37854379415512079 1015.1499938964845 20.050000190734867 8.2849998474121112 21.150000572204593 260.50000000000006 -0.26075929403305048 0 0.91613012552261364 183.50000000000003 6.9049999713897714 16.750000000000004 13.84999990463257 -0.10870728641748427 312.40205383300787 -0.95789673924446095 19.94999980926514 303.50000000000006 1010.0499877929689 293.06149291992193
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=29 2 3 4 5 6 -2 12 -9 10 11 -3 13 -7 -14 -4 -17 18 -8 20 -19 22 -22 -21 -24 -13 -11 -28 -29 -1
right_child=1 9 15 -5 -6 7 17 8 -10 26 -12 25 14 -15 -16 16 -18 19 -20 23 21 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=7.7808365984506701e-07 0.0074748881203020052 -0.00076706908363901683 -0.0014563933496326712 -0.0020578786989836925 0.0034221806224267876 -0.00071411303533027446 -0.0073102573232282685 0.0031948945763595176 -0.010626104896305402 1.0912026589851973e-06 0.0053781281459102884 -0.00081084795260137035 0.01257424608900053 -0.0036059734283976335 -0.0066759677979951878 0.0078040355036157671 0.00071098521111184667 0.010771466291982742 0.022292165302981934 -0.0030207891619612854 -9.202163626829721e-05 -0.0061533187624795375 0.0033414087909183518 0.0054116876145066089 0.011053808699963079 -0.0079613644232216282 -0.0028661250361443837 -0.0048612881722165492 0.014578350540139191 0.00031846252134250903
leaf_weight=832532 614 1324 2919 14681 1595 23535 348 163 398 270345 220 381 148 1991 52 441 8773 186 21 1372 2027 289 1027 232 306 867 152 59 214 157852
leaf_count=832532 614 1324 2919 14681 1595 23535 348 163 398 270345 220 381 148 1991 52 441 8773 186 21 1372 2027 289 1027 232 306 867 152 59 214 157852
internal_value=5.68836e-06 -0.000129617 -0.00063858 -0.000907555 -0.000415254 -0.00060238 0.00100864 -0.000995957 -0.00661038 -1.5907e-05 -0.00252287 -0.00319869 -0.000873525 -0.000939675 0.00756919 0.000447362 0.00105047 0.000325052 -0.00547713 0.000727425 0.0017869 0.00132893 0.00197249 -0.00180113 0.00511185 -0.00577839 9.94313e-06 0.00564071 0.0103771 5.14121e-05
internal_weight=1.32506e+06 334680 61118 48985 34304 32709 6422 26287 561 273562 2792 2572 25726 25526 200 12133 9214 5808 369 5439 3835 3649 3360 1604 1333 1248 270770 425 273 990384
internal_count=1325064 334680 61118 48985 34304 32709 6422 26287 561 273562 2792 2572 25726 25526 200 12133 9214 5808 369 5439 3835 3649 3360 1604 1333 1248 270770 425 273 990384
cat_boundaries=0 1
cat_threshold=1024
is_linear=0
shrinkage=0.05


Tree=339
num_leaves=31
num_cat=3
split_feature=2 56 124 85 126 4 136 112 136 15 8 92 126 61 22 12 1 72 123 136 88 96 22 37 29 76 29 23 39 100
split_gain=3.3584 7.40084 5.89007 12.4402 8.93247 9.37019 9.09113 9.31996 6.23969 8.40719 6.72627 6.70652 5.97098 5.65184 6.67738 5.47259 7.71781 5.57946 5.29291 6.05559 7.51021 6.71976 7.55671 6.56865 8.02586 10.2779 6.94613 6.69927 6.38181 9.67166
threshold=301.50000000000006 339.84855651855474 0.70088258385658275 0.77379098534584057 -0.43049471080303187 2.8500000238418584 0 -0.64942333102226246 1 1.2250000238418581 10.750000000000002 -0.71703550219535817 0.38266885280609136 0.28014895319938665 8.0850000381469744 2.8149999380111699 12.500000000000002 0.92558613419532787 0.66259482502937328 2 -0.95845010876655568 -0.94584682583808888 7.3450000286102304 12.250000000000002 1020.7500000000001 22.724999427795414 1017.6499938964845 5.5050001144409189 14.750000000000002 0.23570238053798678
decision_type=2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=2 18 -1 -4 5 -5 7 -7 9 13 12 -12 -11 -6 -15 16 -3 -17 19 20 21 -2 23 24 25 -23 -27 -25 29 -21
right_child=1 15 3 4 8 6 -8 -9 -10 10 11 -13 -14 14 -16 17 -18 -19 -20 28 -22 22 -24 27 -26 26 -28 -29 -30 -31
leaf_value=1.5369311160819717e-05 -0.00053745159958023332 0.010314007705706667 3.8847902568964475e-05 0.0011972529136966671 0.01319206773110156 0.0063133058976550735 0.0029643139908178922 0.018031796468318338 0.00030711051588770981 0.0032675711076184753 0.022746565729817925 0.0041584753890550928 5.8792483282414842e-05 0.0026825737697732839 0.015994884928178816 0.0016585963170784085 -0.0043059154546833704 -0.015499579851515592 0.00075464440737731142 -0.00088667914641824301 -0.00029398090769818766 -0.011875874537961913 -0.0059473673138432173 -0.0048123225783813896 0.0018517613438789587 0.0029946725149357237 -0.012293634467440114 0.0010375696143199256 0.00029569230705185146 -3.7572743784255003e-05
leaf_weight=633493 6348 94 77251 3739 212 690 1852 225 21354 1892 51 1000 6203 846 106 904 2275 50 18744 37766 87968 514 1504 646 331 281 101 2019 117158 299447
leaf_count=633493 6348 94 77251 3739 212 690 1852 225 21354 1892 51 1000 6203 846 106 904 2275 50 18744 37766 87968 514 1504 646 331 281 101 2019 117158 299447
internal_value=5.40394e-06 -8.53501e-05 7.52223e-05 0.000403728 0.0011422 0.00282961 0.00503538 0.0090955 0.000795485 0.00180495 0.00129734 0.00506047 0.000808763 0.00580896 0.00416483 -0.00243817 -0.00372581 0.000759321 -7.17013e-05 -9.96556e-05 -0.000452486 -0.00164015 -0.00293739 -0.00177424 -0.00480148 -0.00725932 -0.00104752 -0.000380453 -2.22163e-05 -0.000132668
internal_weight=1.32506e+06 576150 748914 115421 38170 6506 2767 915 31664 10310 9146 1051 8095 1164 952 3323 2369 954 572827 554083 99712 11744 5396 3892 1227 896 382 2665 454371 337213
internal_count=1325064 576150 748914 115421 38170 6506 2767 915 31664 10310 9146 1051 8095 1164 952 3323 2369 954 572827 554083 99712 11744 5396 3892 1227 896 382 2665 454371 337213
cat_boundaries=0 1 2 3
cat_threshold=788 1298 2592
is_linear=0
shrinkage=0.05


Tree=340
num_leaves=31
num_cat=1
split_feature=61 54 1 93 75 52 28 68 122 67 103 35 136 127 17 37 35 108 57 108 111 75 87 22 35 12 15 24 110 65
split_gain=2.75701 5.60751 6.00355 6.31272 5.90356 5.43577 7.4502 5.49783 7.67134 6.32611 5.38514 5.37288 11.7268 9.22346 9.2387 5.65747 5.34877 5.33605 6.27389 5.26596 5.19655 5.08315 4.80429 5.08808 4.39452 6.27768 4.35026 4.20184 4.16281 4.15871
threshold=0.85372117161750805 26.704999923706058 158.50000000000003 -0.90108487010002125 0.61489069461822521 38.795000076293952 1015.8500061035157 271.19573974609381 0.52247866988182079 18.664999961853031 0.65861240029335033 17.050000190734867 0 -0.14780378341674802 14.039999961853029 15.84999990463257 13.750000000000002 0.58729928731918346 192.07698059082034 0.73811945319175731 -0.34792974591255182 0.94576904177665722 0.8806251883506776 7.6449999809265146 12.750000000000002 2.6149998903274541 1.1349999904632571 199.50000000000003 0.84435340762138378 25.005000114440922
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 -1 5 4 -4 6 7 -3 16 -10 -2 28 -13 -14 19 -16 22 27 -19 -15 -7 -22 -9 -24 25 -11 -12 -6 -5 -8
right_child=10 2 3 11 17 20 29 8 9 24 26 12 13 14 15 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.7409750916903537e-05 0.00021510809285278537 -0.00020889309823962296 -0.0035362802212271283 4.3906442439491154e-05 -0.001080556521908595 -0.0019303457009571855 0.0001981434740847668 -0.0011734438682410317 -0.003122797560520172 -0.017907361075957095 0.020199473648134507 -0.00026937501185231061 0.0078389008056767521 -0.014593633255339775 -0.018293086283428725 0.0029156085219170548 -0.0062276207570210237 0.044216770902276041 0.01228704395936802 -0.032624301582574844 0.00024477542699949563 -0.020716920057472228 -0.01972110802999924 0.00015491653915919494 -0.021069157312318454 -0.00085866035649848874 0.0019725153598085196 0.02208782527928374 -0.0020252246310056583 -0.0022464654535850523
leaf_weight=1203355 37481 1065 74 50009 65 3968 4220 1903 228 109 33 1247 66 213 43 117 1034 25 40 50 10678 29 74 57 131 107 4093 28 2555 2960
leaf_count=1203355 37481 1065 74 50009 65 3968 4220 1903 228 109 33 1247 66 213 43 117 1034 25 40 50 10678 29 74 57 131 107 4093 28 2555 2960
internal_value=3.26507e-06 -9.71068e-06 -0.000412146 -0.000111891 0.00811827 -0.00102855 -0.00182324 -0.003369 -0.00429283 -0.00959276 0.00040384 -0.000147055 -0.00288386 -0.00935424 -0.012258 -0.00278423 -0.00329953 0.0135767 0.0245677 -0.0180215 -0.000384783 0.000188 -0.00181101 -0.0110728 -0.0138439 -0.00946194 0.0021183 0.00589487 -5.66687e-05 -0.000809662
internal_weight=1.32606e+06 1.28445e+06 81095 54532 232 26563 11888 4708 3643 575 41607 54300 1736 489 423 160 3068 158 65 263 14675 10707 2034 131 347 216 4126 93 52564 7180
internal_count=1326057 1284450 81095 54532 232 26563 11888 4708 3643 575 41607 54300 1736 489 423 160 3068 158 65 263 14675 10707 2034 131 347 216 4126 93 52564 7180
cat_boundaries=0 1
cat_threshold=7200
is_linear=0
shrinkage=0.05


Tree=341
num_leaves=31
num_cat=2
split_feature=16 85 116 94 93 101 64 61 102 54 88 120 35 105 136 30 36 19 63 75 121 136 16 120 29 78 64 114 52 134
split_gain=2.72167 3.92572 3.7813 6.79501 3.60968 3.01079 5.76578 2.59176 4.60051 4.39388 6.02527 5.31987 7.20795 8.19871 7.54149 8.85655 5.73904 7.33192 5.39215 4.34664 4.0296 5.33262 4.56172 5.28786 6.03796 5.42875 4.88996 3.9735 4.69115 5.83301
threshold=20.04999923706055 0.81993827223777782 -0.5663846731185912 -0.30926595628261561 -0.76823407411575306 -0.94299885630607594 1.1150000095367434 0.87906619906425487 0.65789937973022472 26.704999923706058 -0.68273320794105519 -0.80382624268531788 16.94999980926514 -0.97101995348930348 0 1016.1499938964845 18.750000000000004 14.039999961853029 0.51441025733947765 0.9157068431377412 0.49240480363368994 1 14.039999961853029 0.63605400919914257 1023.1499938964845 24.224999427795414 24.045000076293949 -0.76037701964378346 39.909999847412116 1017.3500061035157
decision_type=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 2 2
left_child=7 5 -3 4 -4 6 -2 9 -9 -1 11 -11 20 -14 19 16 17 -16 -19 -15 27 -22 23 -23 25 -25 -27 -13 29 -29
right_child=1 2 3 -5 -6 -7 -8 8 -10 10 -12 12 13 14 15 -17 -18 18 -20 -21 21 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=1.4074828128422314e-05 0.033326995726674795 -0.0031238144544233175 0.031631247584636396 0.003145588034521469 0.011140760539415023 0.00024809112843157043 -0.0020932037176357374 0.0002910929742719433 0.0026772393532214704 0.00063557458832278228 0.00092547519373733622 -0.00020176666639007816 0.0060998831465243642 -0.0016461536930593445 -0.023865654008702997 -0.0015122932177756821 -0.0024988903757897493 -0.025217854522634298 -0.004298736669345579 -0.025159721949603409 0.0010138977273625924 -0.0012757927605822361 -0.00067418212349927434 -0.0067332031551655142 -3.7618443211282329e-05 -0.021444448819383982 0.0046308945485108192 -0.0021055014899644614 -0.00027823129402588961 -0.010479801629033933
leaf_weight=1205336 20 173 26 846 124 3893 27 23053 2214 9477 8429 50238 199 1137 163 262 98 40 134 20 1855 2436 4005 1769 577 20 178 4117 4972 219
leaf_count=1205336 20 173 26 846 124 3893 27 23053 2214 9477 8429 50238 199 1137 163 262 98 40 134 20 1855 2436 4005 1769 577 20 178 4117 4972 219
internal_value=3.10172e-06 0.00115491 0.00369941 0.00488457 0.0146924 0.00039996 0.0129792 -1.35312e-06 0.000500177 -1.11334e-05 -0.000347449 -0.00047843 -0.000624173 -0.00354455 -0.00457974 -0.00865058 -0.0131488 -0.0162458 -0.00910773 -0.00203502 -0.000538992 -0.00142568 -0.00192832 -0.0029408 -0.00453511 -0.00585441 0.00199702 -0.000377576 -0.00132647 -0.00252847
internal_weight=1.32606e+06 5109 1169 996 150 3940 47 1.32095e+06 25267 1.29568e+06 90345 81916 72439 2053 1854 697 435 337 174 1157 70386 10840 8985 4980 2544 1967 198 59546 9308 4336
internal_count=1326057 5109 1169 996 150 3940 47 1320948 25267 1295681 90345 81916 72439 2053 1854 697 435 337 174 1157 70386 10840 8985 4980 2544 1967 198 59546 9308 4336
cat_boundaries=0 1 2
cat_threshold=5120 7264
is_linear=0
shrinkage=0.05


Tree=342
num_leaves=31
num_cat=2
split_feature=93 61 92 53 66 62 62 136 133 88 91 106 100 125 11 77 58 125 74 14 87 37 136 12 124 31 15 17 102 95
split_gain=2.41839 8.42785 8.96424 8.42631 9.40544 7.66617 7.64536 7.41077 11.833 10.3593 10.1368 8.85443 8.31836 8.1154 7.64152 7.45395 10.2416 7.38665 6.81629 6.59924 6.55733 6.49651 6.1673 10.6444 13.6011 11.1395 10.3409 10.1105 8.1224 7.85466
threshold=-0.67404952645301808 0.27087228000164038 -0.6343918740749358 1.3849999904632571 1.985000014305115 0.56928798556327831 0.86936828494071972 0 1016.9500122070314 -0.25156617164611811 -0.35980828106403345 -0.99345615506172169 -0.08256282657384871 -0.60873827338218678 2.9500000476837163 5.8849999904632577 179.87569427490237 0.85260769724845897 0.72194769978523265 2.7949999570846562 0.8868180811405183 11.550000190734865 1 1.3750000000000002 0.36648726463317877 1019.2500000000001 1.7649999856948855 7.4149999618530282 0.53455883264541637 0.15264969319105151
decision_type=2 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 2 2
left_child=1 -1 5 -4 -5 17 -6 9 12 11 -10 18 15 21 -12 -9 -17 22 -7 -15 -21 -13 23 24 26 27 -3 28 -25 -24
right_child=-2 2 3 4 6 7 -8 8 10 -11 14 13 -14 19 -16 16 -18 -19 -20 20 -22 -23 29 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012502213804856642 -2.4236403300740653e-05 0.00037484819332563637 0.00051191216617146775 -0.0026104531728805384 -0.00054945314178202122 0.0027095050529142638 0.03037985047791153 -0.00083537427299661821 0.0013486914462585084 -0.00091180008903077444 0.02825569528412368 0.019931609368336108 -0.0022606796070088254 0.00021874889616836377 0.006883208066104882 0.014705863334624284 0.0016363360247607054 0.0015634243670057638 0.014487634657312551 0.0032731215974952025 0.035006343642318687 0.0035842874292814869 0.00019413043424994973 0.0011620060876819721 0.0050120029740769369 0.0082911686713273147 0.013187046563738467 -0.00064079020312506833 0.008939205145120168 -0.0023551203717698393
leaf_weight=16469 1141116 4659 11974 7334 20088 272 20 5952 319 8267 76 63 9775 6765 93 169 1326 13961 224 41 27 1721 55993 1026 3201 408 163 10862 499 3194
leaf_count=16469 1141116 4659 11974 7334 20088 272 20 5952 319 8267 76 63 9775 6765 93 169 1326 13961 224 41 27 1721 55993 1026 3201 408 163 10862 499 3194
internal_value=2.94702e-06 0.000170673 6.51418e-05 -0.000594815 -0.00107772 0.000266704 -0.00051869 -0.00036391 -0.00108338 0.000369627 0.00659386 0.0015325 -0.00130155 0.00115858 0.0164945 -4.25776e-05 0.00311376 0.000502197 0.00802866 0.000374536 0.0158731 0.00416158 0.000317011 0.00105698 0.00248527 0.000162205 0.000807944 -0.000105545 0.00370681 5.65517e-05
internal_weight=1.32606e+06 184941 168472 39416 27442 129056 20108 35090 17710 17380 488 9113 17222 8617 169 7447 1495 93966 496 6833 68 1784 80005 20818 8023 12795 4822 12387 1525 59187
internal_count=1326057 184941 168472 39416 27442 129056 20108 35090 17710 17380 488 9113 17222 8617 169 7447 1495 93966 496 6833 68 1784 80005 20818 8023 12795 4822 12387 1525 59187
cat_boundaries=0 1 2
cat_threshold=546 3456
is_linear=0
shrinkage=0.05


Tree=343
num_leaves=31
num_cat=1
split_feature=16 107 119 35 116 29 83 75 8 76 70 41 21 35 17 52 61 106 56 10 5 28 11 33 136 39 55 23 92 95
split_gain=2.46496 3.68934 4.48797 3.48473 3.59531 4.32919 4.10151 2.68166 2.45321 6.03609 6.80137 8.09081 7.34627 9.75941 9.27305 8.23435 6.93115 6.72034 6.0903 5.95943 5.92391 5.60483 5.14007 6.77622 7.13113 11.6177 6.28153 6.03959 5.74225 7.13403
threshold=20.04999923706055 -0.40384221076965326 -0.99353402853012074 16.849999427795414 -0.53727915883064259 1019.7500000000001 274.53994750976568 0.51227614283561718 3.5499999523162846 21.904999732971195 299.40538024902349 12.650000095367433 7.8650000095367441 10.650000095367433 17.029999732971195 8.0349998474121112 0.8320213556289674 -0.96950981020927418 305.36447143554693 14.150000095367433 2.6499999761581425 1007.9500122070314 6.4500000476837167 12.250000000000002 0 13.750000000000002 1.735000014305115 5.5450000762939462 -0.2853140383958816 -0.99769523739814747
decision_type=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=8 2 -2 4 6 7 -4 -6 9 10 18 12 15 -14 16 17 20 -12 -1 -19 -15 -11 23 27 25 -25 -27 -23 29 -26
right_child=1 -3 3 -5 5 -7 -8 -9 -10 21 11 -13 13 14 -16 -17 -18 19 -20 -21 -22 22 -24 24 28 26 -28 -29 -30 -31
leaf_value=-2.9064640053515859e-05 0.021661677627513809 -0.0002512657881378901 0.010076777702716738 0.0091895412086247068 0.011085564535521493 8.6084819357420885e-05 -0.0052871486013945923 0.0037266623238652744 3.7954526873520015e-05 0.0061924605441301891 -0.0054203288830845251 -0.0074144068887206111 0.0017078699024486712 -0.003196170218262755 0.0021340199908419723 0.0017995991915170071 0.0004797743085253108 -0.00033972145367055492 -0.0019602881751830839 -0.019190423110766072 -0.0004822524353285903 0.016669459181139247 -0.0018704163994187209 -0.012882437953552187 0.022224556230574701 -0.0097813118249177947 0.024293011309131737 0.0033851098157550389 -0.00010652707027536233 0.0031103724958442755
leaf_weight=270228 30 2542 51 167 143 961 293 922 990025 525 678 445 2181 10125 1334 4568 2046 23995 4145 42 2509 90 1420 215 51 21 38 1734 3393 1140
leaf_count=270228 30 2542 51 167 143 961 293 922 990025 525 678 445 2181 10125 1334 4568 2046 23995 4145 42 2509 90 1420 215 51 21 38 1734 3393 1140
internal_value=2.79967e-06 0.00109895 0.00243601 0.00220866 0.00171676 0.00251922 -0.00300936 0.00471476 -1.43987e-06 -0.000119296 -0.000154234 -0.000703824 -0.000640928 -0.00142995 -0.0018573 -0.000150669 -0.00222 -0.000511131 -5.824e-05 -0.000372659 -0.00265721 0.00118592 0.0008615 0.00144206 0.000466413 -0.00722534 0.0121649 0.00404059 0.000939885 0.00392886
internal_weight=1.32606e+06 5109 2567 2537 2370 2026 344 1065 1.32095e+06 330923 322296 47923 47478 18195 16014 29283 14680 24715 274373 24037 12634 8627 8102 6682 4858 274 59 1824 4584 1191
internal_count=1326057 5109 2567 2537 2370 2026 344 1065 1320948 330923 322296 47923 47478 18195 16014 29283 14680 24715 274373 24037 12634 8627 8102 6682 4858 274 59 1824 4584 1191
cat_boundaries=0 1
cat_threshold=512
is_linear=0
shrinkage=0.05


Tree=344
num_leaves=31
num_cat=0
split_feature=62 103 100 99 121 54 17 28 68 76 104 3 62 76 62 33 56 88 117 61 64 35 22 35 26 29 122 52 17 71
split_gain=2.32484 4.86112 5.61167 4.80831 5.79623 4.36206 7.47961 8.93585 17.735 14.8225 13.3373 11.5195 10.4463 7.67975 6.87173 6.27087 5.93801 5.9061 6.69536 5.62992 7.27626 5.61104 5.59072 5.57091 6.08642 5.84467 5.56827 5.23813 6.19041 6.98767
threshold=0.853633612394333 0.61217275261878978 -0.46851761639118189 -0.15185705572366712 -0.82409480214118946 20.224999427795414 14.039999961853029 1016.8500061035157 280.77091979980474 14.385000228881838 -0.65630224347114552 260.50000000000006 0.67251825332641613 1.2450000047683718 0.54410424828529369 14.150000095367433 318.23522949218756 -0.651902675628662 -0.63605400919914235 0.69480490684509288 26.644999504089359 12.550000190734865 8.2650003433227557 12.34999990463257 312.50000000000006 1021.7500000000001 0.23343648016452792 15.025000095367433 12.50999975204468 283.62026977539068
decision_type=2 2 2 2 2 2 2 2 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 -5 27 7 8 26 10 13 -12 -13 -10 21 -14 -17 18 -8 22 -21 -15 -9 25 -25 -24 -7 -1 29 -29
right_child=1 2 -4 4 -6 6 17 19 9 -11 11 12 15 14 -16 16 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-2.6232789768722177e-06 0.00011512135867551463 0.028122321614064277 0.0015933322848398349 0.031178320847259158 0.0042371860821731394 0.0016617968926954344 -0.0058464167668415704 -9.4049804391225551e-05 -0.016130735936375068 -0.00097588867979669491 -0.0055625953613508278 -0.030382536694890373 0.0002975461252499372 0.0040041872676004446 -0.002608887197081754 -0.026803264755811265 0.0026416564765183825 0.0021209299850993772 7.5647828165833561e-05 0.0013254147714794402 -0.0004536345725081828 -0.013342092155107822 -0.0065431847827066656 0.00011886086156983282 -0.0084916736375712822 -0.0014508308953092228 -0.0011434909264614278 -0.0001813713255703622 0.00012353004590789349 0.0021010401228446765
leaf_weight=1134419 35516 20 6026 26 86 4955 483 6039 112 10866 509 108 75 57 6916 67 23 3590 40256 9848 13803 256 1212 2140 227 1053 2751 4954 29285 10379
leaf_count=1134419 35516 20 6026 26 86 4955 483 6039 112 10866 509 108 75 57 6916 67 23 3590 40256 9848 13803 256 1212 2140 227 1053 2751 4954 29285 10379
internal_value=2.65968e-06 0.000370196 0.00168109 0.00014774 0.0104914 -9.26566e-06 -0.00031753 -0.000676633 -0.00136273 -0.00218371 -0.00379939 -0.0100069 -0.0182933 -0.00313813 -0.00293684 -0.0103803 -0.0192785 0.00017676 5.43606e-06 -0.000143002 0.000287141 -0.0101832 -0.00109636 -0.00240313 -0.000706906 -0.00417575 0.000660324 1.82775e-05 0.000549683 0.00136361
internal_weight=1.32606e+06 41674 6046 35628 112 1.28438e+06 105346 61017 26695 18989 8123 782 273 7341 7229 165 90 44329 40739 34322 23651 313 10671 4632 2367 2265 7706 1.17904e+06 44618 15333
internal_count=1326057 41674 6046 35628 112 1284383 105346 61017 26695 18989 8123 782 273 7341 7229 165 90 44329 40739 34322 23651 313 10671 4632 2367 2265 7706 1179037 44618 15333
is_linear=0
shrinkage=0.05


Tree=345
num_leaves=31
num_cat=1
split_feature=104 136 22 15 52 23 7 71 31 28 36 66 93 37 135 79 85 64 70 37 35 63 3 75 40 42 35 14 23 101
split_gain=3.31464 7.63774 8.69619 8.09235 8.45132 10.8772 10.3759 6.99052 6.82668 6.40356 6.67788 6.39264 6.25919 6.24696 7.76161 6.11171 5.88981 5.82246 5.81218 5.925 5.57379 5.47095 6.91578 5.43855 5.3542 6.0266 5.63618 5.45697 5.21663 5.00555
threshold=-0.9844265580177306 0 7.8250000476837167 0.83499997854232799 0.034999999217689044 6.1250000000000009 4.6499998569488534 248.29622650146487 1012.6499938964845 1011.9500122070314 10.650000095367433 2.0749999284744267 -0.017587317153811451 15.650000095367433 1016.5499877929689 1.2450000047683718 0.79439845681190502 0.2650000005960465 255.66399383544925 15.550000190734865 11.650000095367433 0.4012869000434876 244.50000000000003 0.623182773590088 9.4499998092651385 11.34999990463257 14.650000095367433 0.74500000476837169 4.9949998855590829 -0.47226877510547632
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 11 4 5 6 15 -8 -5 17 20 -1 24 16 -15 -3 -4 -10 -17 23 -11 -21 -23 -20 26 -26 -6 28 -27 -13
right_child=-2 3 13 8 12 -7 7 -9 9 10 -12 29 -14 14 -16 18 -18 -19 19 21 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0067447444137476139 -1.5939972140776374e-05 -0.0011196372054799117 -0.00066000596675256946 -0.0010915892117646247 0.0020341203489130251 -0.011772329241234461 0.015791844294136881 -0.0033950849980178203 0.015661926925670179 0.0025560220215269172 -0.00018403244619024351 -0.0051192574063521129 -0.0010836010970382722 0.0031135550946627902 -0.026723943684588781 0.021245596276114359 0.0020204075487926516 0.0022394324444563025 -0.015945626848150748 0.01851738632716415 -0.0070594896747704153 -0.0081170341304757383 0.016844811550773948 0.0075321235115060935 0.0067128774628140032 -0.0023969042941499926 -0.0013041892432786237 0.00023048250174825246 0.0046057619449207691 0.0024977754653629229
leaf_weight=893 1228850 95 8267 15467 2324 85 57 284 84 3267 41795 227 3397 2345 22 144 2725 2117 37 185 158 55 56 74 726 309 2773 2523 1909 4327
leaf_count=893 1228850 95 8267 15467 2324 85 57 284 84 3267 41795 227 3397 2345 22 144 2725 2117 37 185 158 55 56 74 726 309 2773 2523 1909 4327
internal_value=6.24252e-06 0.000288056 0.00119215 6.96927e-05 0.00111188 0.00539017 0.0068682 -0.000187886 -0.000179424 0.00011809 -1.00953e-05 0.0028766 0.000783368 0.000506228 0.00283623 0.0105928 4.48883e-06 0.00275169 0.0126122 0.00955769 0.00211245 0.013252 0.00447633 -0.000293793 0.00138372 0.00247061 0.000217928 0.00182098 0.00363019 0.00211809
internal_weight=1.32558e+06 96727 18806 77921 15033 1072 987 341 62888 47421 45220 5447 13961 13359 2367 646 10992 2201 551 407 3425 296 111 111 10564 5467 5097 4741 2218 4554
internal_count=1325577 96727 18806 77921 15033 1072 987 341 62888 47421 45220 5447 13961 13359 2367 646 10992 2201 551 407 3425 296 111 111 10564 5467 5097 4741 2218 4554
cat_boundaries=0 1
cat_threshold=5894
is_linear=0
shrinkage=0.05


Tree=346
num_leaves=31
num_cat=1
split_feature=104 136 54 28 15 92 13 31 123 20 40 12 63 120 55 55 28 37 35 110 118 59 26 84 85 32 89 20 78 54
split_gain=2.99147 6.89306 8.08472 8.82673 7.30335 6.61943 9.01709 6.16108 5.97125 6.77675 7.20566 6.68224 6.10409 5.9562 6.19362 5.85557 5.77921 6.05363 5.7233 6.13232 6.42986 7.7422 6.67226 5.49603 5.24677 5.1027 5.09057 4.94889 4.89515 4.98159
threshold=-0.9844265580177306 0 3.7150000333786015 1011.3500061035157 0.83499997854232799 -0.80308040976524342 1.1950000524520876 1012.6499938964845 -0.9366365075111388 4.0350000858306894 9.4499998092651385 0.74500000476837169 0.2717235684394837 0.46173103153705602 4.9749999046325692 0.034999999217689044 1011.9500122070314 10.750000000000002 8.4499998092651385 0.40509730577468878 0.38266885280609136 270.97714233398443 274.50000000000006 0.75290682911872875 0.79439845681190502 15.050000190734865 -0.97944730520248402 6.3150000572204599 1.8550000190734866 1.3949999809265139
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 8 6 -1 -6 26 11 12 15 -11 24 25 -10 -9 -18 23 20 21 22 -20 -5 -4 -15 -3 -21 -7 -30
right_child=-2 4 13 18 7 28 -8 16 9 10 -12 -13 -14 14 -16 -17 17 -19 19 27 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.033127902718842965 -1.5142973135220821e-05 -0.0033702463644315612 0.00045886767398890137 -0.0004788515278168263 -0.0010370097485101332 -0.0095271806438540808 0.0026279183128514352 0.0026141100377798446 0.020815569190859893 0.0039193760200137472 0.003090425141556758 0.017117967249575598 -0.00047334204116476037 -0.0049120857619348634 -0.00061159631621798621 -0.00083820898564798501 0.0019238011464439463 -0.000182693980170033 0.0016003101805440454 0.016716486496728994 -0.002883816847594194 -0.004466680449165949 0.0090315445536049092 0.026642553389389464 0.0026699186774060031 -0.020808982675422041 0.00048696965038630088 0.0045467946003130066 -0.009606821160635045 0.012758514185936126
leaf_weight=64 1228850 1082 9246 31 15467 40 39 2201 38 964 4148 139 4403 254 2276 175 3716 41504 763 107 716 294 500 47 3780 63 4084 381 29 176
leaf_count=64 1228850 1082 9246 31 15467 40 39 2201 38 964 4148 139 4403 254 2276 175 3716 41504 763 107 716 294 500 47 3780 63 4084 381 29 176
internal_value=5.9304e-06 0.000273653 0.00113255 0.00342819 6.6208e-05 0.0109439 0.0215794 -0.000170453 0.00105628 0.00177733 0.0015253 0.00859006 0.000315661 0.000664854 -0.00152357 0.00302491 0.000112186 -9.59058e-06 0.00250692 0.00212959 0.00103774 0.00284111 0.00454221 0.0158635 0.00110049 -0.00807141 -0.00032091 0.00721515 0.00647271 0.00959464
internal_weight=1.32558e+06 96727 18806 3187 77921 348 103 62888 15033 9867 9515 352 5367 15619 2593 213 47421 45220 2839 2761 2273 1557 1263 78 13026 317 5166 488 245 205
internal_count=1325577 96727 18806 3187 77921 348 103 62888 15033 9867 9515 352 5367 15619 2593 213 47421 45220 2839 2761 2273 1557 1263 78 13026 317 5166 488 245 205
cat_boundaries=0 1
cat_threshold=5894
is_linear=0
shrinkage=0.05


Tree=347
num_leaves=31
num_cat=1
split_feature=104 136 21 29 35 34 20 123 12 3 111 5 65 56 1 34 130 125 56 20 131 28 53 56 13 37 132 15 36 37
split_gain=2.6998 6.22098 7.75902 7.55646 6.87428 7.99573 6.77712 6.73603 6.63228 5.59606 5.51328 5.62236 5.465 5.43264 5.41022 5.2959 5.27505 5.43858 5.0993 4.84061 4.81117 5.45387 4.79708 4.6932 4.67808 4.62834 8.87106 5.72338 5.44045 4.59388
threshold=-0.9844265580177306 0 8.0250000953674334 1021.6499938964845 8.4499998092651385 13.34999990463257 4.8650000095367441 0.11319890245795251 0.74500000476837169 234.50000000000003 0.36862733960151678 1.5500000119209292 54.414999008178718 190.58522796630862 29.500000000000004 13.949999809265138 298.50000000000006 -0.9099266231060027 266.92335510253912 6.0750000476837167 174.50000000000003 1009.8500061035157 4.2349998950958261 246.30451202392581 0.84499999880790722 15.150000095367433 1017.2500000000001 1.435000002384186 14.250000000000002 14.949999809265138
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 18 10 8 -8 -3 -5 16 -12 13 15 23 -7 17 -6 -1 -17 21 -15 -22 -13 -10 28 27 -27 -4 -26
right_child=-2 6 25 9 5 12 7 -9 24 -11 11 14 -14 20 -16 19 -18 -19 -20 -21 22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=0.020457889831353292 -1.4385824332858303e-05 -0.00094119237419550735 0.00038676989314322634 0.0014880960212427785 -0.007825145685346797 0.013096738579915838 -0.00037736084205589716 0.0007251622285036328 0.0049506164347148307 -0.0076906542312266141 -0.0087131197961485569 0.039803622733978999 -0.016448003736635051 0.015652972380140504 0.0048725138906991327 0.012927832359039201 -0.017888541414313727 0.00085082987150028795 0.004997300690835497 -0.0054842675604142143 0.014230880809814803 0.0058122197761540477 -0.0094664372534801564 0.010350659116489911 0.0046046546894201153 -0.0013483608692464696 -0.023345056061139881 0.003621532178769345 -0.0026915316403713623 0.00053056234213931324
leaf_weight=96 1228850 1940 7742 385 200 60 52024 18882 1404 292 68 21 30 152 530 41 42 1865 120 276 28 1910 90 38 925 781 34 2243 1762 2746
leaf_count=96 1228850 1940 7742 385 200 60 52024 18882 1404 292 68 21 30 152 530 41 42 1865 120 276 28 1910 90 38 925 781 34 2243 1762 2746
internal_value=5.63388e-06 0.00025997 0.00107592 0.00251702 0.00312359 0.00277059 6.28976e-05 -8.37631e-05 0.0015454 -0.00247083 0.00090072 0.00489976 0.00476839 0.00501731 0.00647136 -0.000524701 -0.000346251 1.05417e-05 0.0118687 -0.00310289 0.00597572 0.00653763 -0.00384334 0.0208339 0.00249594 0.000360467 0.00205242 0.00233797 -0.000183934 0.00155713
internal_weight=1.32558e+06 96727 18806 6244 5567 5351 77921 70906 7015 677 2764 657 2587 2557 589 377 2107 2065 216 317 2180 2062 118 59 5075 12562 3058 3024 9504 3671
internal_count=1325577 96727 18806 6244 5567 5351 77921 70906 7015 677 2764 657 2587 2557 589 377 2107 2065 216 317 2180 2062 118 59 5075 12562 3058 3024 9504 3671
cat_boundaries=0 1
cat_threshold=5894
is_linear=0
shrinkage=0.05


Tree=348
num_leaves=31
num_cat=2
split_feature=16 24 95 111 54 59 75 67 57 134 75 92 28 20 83 110 123 108 67 31 100 68 136 107 79 76 40 79 136 75
split_gain=2.66587 7.97375 22.4765 16.2643 13.2547 12.2013 11.2053 10.9655 7.97506 7.81928 7.32849 7.29582 11.1696 6.81623 6.70703 6.66019 6.64075 6.46681 6.57884 6.32371 6.19454 6.17536 5.9964 5.89571 9.66194 18.058 13.7286 11.5961 11.5377 12.355
threshold=13.344999790191652 250.50000000000003 -0.28373548388481135 1.0000000180025095e-35 3.4050000905990605 236.68448638916018 0.46137621998786932 1.6349999904632571 255.48220825195315 1017.6499938964845 0.46568934619426733 0.22767062485218051 1017.5499877929689 7.7149999141693124 297.14549255371099 0.10211826115846635 -0.50751903653144825 0.8456077277660371 2.6750000715255742 1016.3500061035157 0.24846795946359637 276.14237976074224 0 -0.72623935341835011 9.0650000572204608 10.244999885559084 6.6499998569488534 0.81499999761581432 1 0.81814211606979381
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=23 5 3 -3 6 8 16 -6 -2 15 14 12 22 17 -7 -9 -5 18 -12 -17 -13 -15 -4 24 25 28 -26 -27 29 -1
right_child=1 2 11 4 7 10 -8 9 -10 -11 13 20 -14 21 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=-0.0014053508915290829 1.8292259101337794e-05 1.588735160231612e-06 0.00042393517124941538 -0.0031082399262360554 -0.0026230553348369798 -0.0015681564801676403 0.0077768563832704279 -0.002269016020518138 -0.0028606373886299928 -0.0073601397579888886 -0.0017582291440391925 -0.00094072812978805275 1.5610843942118469e-06 -0.00093993554510365192 -0.0057631201794648137 0.0051691233171867268 0.0057967458604775276 -0.0061567728992344608 0.0014981516143834249 0.0019907049240659022 0.00010581248207875289 -0.0053084880968174474 0.0022614970219715451 5.2135937300854723e-05 -0.00039927849683499169 -0.015408423529991595 -0.0026034130934479583 0.0013209019960955519 0.00011105223869396856 0.00041113047877073524
leaf_weight=30713 129682 6447 6823 452 1071 2144 2253 535 2451 184 2399 15269 23119 1947 1715 3059 390 405 4388 3204 191161 1384 12793 587506 141815 104 7435 25908 105356 13465
leaf_count=30713 129682 6447 6823 452 1071 2144 2253 535 2451 184 2399 15269 23119 1947 1715 3059 390 405 4388 3204 191161 1384 12793 587506 141815 104 7435 25908 105356 13465
internal_value=5.35218e-06 0.000110703 0.000273468 0.00200059 0.00315663 -0.000185645 0.00593766 0.0020878 -3.51104e-05 0.00281042 -0.00156866 0.000151506 0.000746152 -0.000885166 -0.00343246 0.00308571 0.0010164 -1.91317e-05 0.000347119 0.00354312 2.84031e-05 -0.00275503 0.00162371 -4.23719e-05 -0.000213322 3.8132e-05 -0.000509079 0.00125402 -0.000173376 -0.000851513
internal_weight=1.32558e+06 413275 266760 17595 11148 146515 3095 8053 132133 6982 14382 249165 42735 10523 3859 6798 842 7192 6787 6263 206430 3331 19616 912302 324796 175546 149250 26012 149534 44178
internal_count=1325577 413275 266760 17595 11148 146515 3095 8053 132133 6982 14382 249165 42735 10523 3859 6798 842 7192 6787 6263 206430 3331 19616 912302 324796 175546 149250 26012 149534 44178
cat_boundaries=0 1 2
cat_threshold=3588 662
is_linear=0
shrinkage=0.05


Tree=349
num_leaves=31
num_cat=2
split_feature=135 104 52 72 82 97 136 54 38 30 67 92 35 37 27 21 31 17 67 117 30 72 98 85 34 136 20 14 29 86
split_gain=2.62457 2.42849 5.4212 11.9318 7.96846 7.90396 6.88897 7.14042 7.28404 9.8454 8.13337 6.46997 6.20189 6.39588 6.1994 5.89435 5.7727 5.66444 5.6416 5.59697 5.81825 5.55133 5.41915 5.36084 5.41619 6.50585 5.77651 5.34576 6.42893 5.44364
threshold=1024.2500000000002 -0.9844265580177306 0.10500000044703485 0.5509886145591737 271.17330932617193 -0.90379080176353443 0 2.9250000715255742 13.449999809265138 1016.8500061035157 4.5050001144409189 -0.87954542040824879 13.550000190734865 15.34999990463257 248.50000000000003 9.2750000953674334 1012.6499938964845 11.120000362396242 1.1950000524520876 0.04361772537231446 1019.2500000000001 0.80047193169593822 -0.99361243844032276 0.78186771273612987 13.34999990463257 1 6.8550000190734872 0.90500000119209301 1009.8500061035157 0.86206728219985973
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 1 2 2 2 2
left_child=1 2 3 4 5 11 7 8 10 15 19 -1 13 -5 -13 -10 17 -8 -7 20 -4 -11 -15 -9 -25 26 -26 -6 -29 -30
right_child=-2 -3 6 12 27 18 16 23 9 21 -12 14 -14 22 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.017488079162168078 0.0018601262879795616 -1.657406250889581e-05 -0.0032434170068655582 0.0022839565089029846 0.0052853957470233581 0.016065835772621394 -0.0018384638071581188 -3.2072611913981176e-05 0.011568148783521939 -0.0021244800692227454 -0.0033423571611437297 -0.011481562691430252 -0.0011303703769258424 0.0020623344525292115 0.0047179961813341477 -0.0084692090458702296 0.00016990646867957683 3.173927842209012e-05 -0.006075477063131985 0.010081509159452436 0.017029017367444579 0.0085031113496986648 0.027303495462983846 0.0004145079131745201 0.030340840511730523 0.0022624747198672301 0.007371996833231218 0.014614943688950286 -0.019247029723339731 -0.0030783200200497755
leaf_weight=93 1904 1227174 225 789 256 285 8084 10559 623 374 594 63 2740 37 944 39 56059 8111 32 278 42 183 50 3021 29 2181 488 39 69 212
leaf_count=93 1904 1227174 225 789 256 285 8084 10559 623 374 594 63 2740 37 944 39 56059 8111 32 278 42 183 50 3021 29 2181 488 39 69 212
internal_value=5.08563e-06 2.4173e-06 0.00024393 0.00175252 0.0048588 0.00687452 0.000150832 0.00100767 0.00357969 0.00626593 0.000704784 0.00486986 4.04613e-05 0.00370265 0.00370452 0.0103877 -7.02967e-05 -0.000901803 0.0138308 0.0051158 -5.44947e-05 0.00136717 0.0165687 0.000635709 0.00186864 0.00349685 0.00849605 -0.000100008 -0.00440833 -0.00704857
internal_weight=1.32558e+06 1.32367e+06 96499 5609 1993 1417 90890 18636 2358 1219 1139 1100 3616 876 1007 662 72254 16195 317 545 267 557 87 16278 5719 2698 517 576 320 281
internal_count=1325577 1323673 96499 5609 1993 1417 90890 18636 2358 1219 1139 1100 3616 876 1007 662 72254 16195 317 545 267 557 87 16278 5719 2698 517 576 320 281
cat_boundaries=0 1 2
cat_threshold=5894 256
is_linear=0
shrinkage=0.05


Tree=350
num_leaves=31
num_cat=0
split_feature=71 39 36 56 31 113 126 36 34 107 31 67 53 20 120 108 68 1 17 73 66 75 52 94 20 72 35 67 14 16
split_gain=3.14789 5.19118 8.2478 6.51087 5.40085 5.4729 5.29957 4.8231 4.74857 6.2847 7.84801 8.94708 9.51014 7.67923 8.22783 8.11161 7.44114 7.31613 7.69684 6.99277 7.10629 6.84759 7.67135 6.91977 6.84484 8.27721 6.79832 7.3382 6.68846 6.36794
threshold=318.10951232910162 9.1500000953674334 8.2500000000000018 307.82283020019537 1018.8500061035157 -0.70088258385658253 0.94828754663467418 9.0500001907348651 12.550000190734865 -0.69459757208824147 1016.2500000000001 3.5049999952316289 0.46500000357627874 6.0150001049041757 -0.70088258385658253 0.48053875565528875 320.34364318847662 350.50000000000006 6.9049999713897714 0.58977034687995922 3.9550000429153447 0.81130400300025951 0.38499999046325689 0.912836253643036 6.4549999237060556 0.81434935331344616 17.44999980926514 23.875000000000004 1.9249999523162844 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 4 -4 5 -2 -5 -3 -9 21 13 17 -13 14 19 -15 26 18 -12 20 -11 22 -10 -23 25 28 -14 -28 -18 -17
right_child=1 7 3 6 -6 -7 -8 8 9 10 11 12 16 15 -16 29 24 -19 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.5576214345594128e-05 0.017060107408906334 -0.0076554110328255738 -0.0041153629352100492 -0.020510157357693973 -0.0072967581215084764 0.0014269923866555611 -0.0034774852998580943 0.00026326465856417957 0.0094612593053620356 0.0086728636861288805 -0.014490608953161172 0.0085541128896503057 0.0009282140097690661 0.0085851340948458407 0.0012279282780230569 -0.0016097018964506618 0.005848724059210832 0.0035924517487231746 -0.0046762025677353934 0.002322888005837109 0.026365698334929123 -0.003426426353876068 -0.0011746170247316583 -0.016108251420830909 -0.0062775836862652996 0.012105792299004608 -0.0023146072376726405 -0.035286430379858728 -0.0076211004078231784 0.0013385166246435505
leaf_weight=1277808 64 222 660 128 154 447 71 21972 178 268 271 258 2256 246 2851 5504 144 183 760 346 72 2716 3566 112 1071 122 45 27 256 2745
leaf_count=1277808 64 222 660 128 154 447 71 21972 178 268 271 258 2256 246 2851 5504 144 183 760 346 72 2716 3566 112 1071 122 45 27 256 2745
internal_value=6.86692e-07 -0.000398055 -0.00326925 -0.00650564 0.000911296 0.00338496 -0.0144332 -0.000303324 -0.000267819 -0.000754086 -0.000257155 -0.00184211 -0.000744448 0.000453256 0.00241086 -0.000361816 -0.00135629 -0.00562063 -0.00725593 0.00732708 0.0124196 -0.00207165 -0.000668958 -0.00392868 -0.00398944 0.000705213 0.000445515 -0.014679 -0.00277196 -0.00062863
internal_weight=1.32552e+06 47715 1524 859 665 511 199 46191 45969 23997 17425 5393 4179 12032 3537 8495 3921 1214 1031 686 340 6572 3744 2828 1593 522 2328 72 400 8249
internal_count=1325523 47715 1524 859 665 511 199 46191 45969 23997 17425 5393 4179 12032 3537 8495 3921 1214 1031 686 340 6572 3744 2828 1593 522 2328 72 400 8249
is_linear=0
shrinkage=0.05


Tree=351
num_leaves=31
num_cat=1
split_feature=71 24 16 111 34 28 136 35 101 36 34 23 121 83 14 4 83 87 124 100 123 0 40 64 40 31 39 55 55 35
split_gain=2.84097 4.93878 6.36627 6.13799 10.0842 9.11786 7.90903 8.42159 7.72349 7.22612 7.01679 8.44535 6.81377 6.71097 6.66742 6.57887 6.53796 6.48537 6.47468 6.15394 5.96128 5.85261 6.52417 6.35594 10.9655 7.87494 7.35934 7.51475 6.96256 7.21467
threshold=318.10951232910162 308.50000000000006 14.039999961853029 0.8398149609565736 15.949999809265138 1011.3500061035157 0 8.4499998092651385 0.7655564844608308 10.050000190734865 13.750000000000002 5.4649999141693124 0.97625884413719188 333.48237609863287 3.2150000333786015 4.8500001430511483 342.08094787597662 0.82439815998077404 -0.44618082046508784 0.71226671338081371 -0.52247866988182057 314.50000000000006 10.750000000000002 16.814999580383304 10.84999990463257 1010.4500122070314 11.650000095367433 1.2549999952316286 2.7749999761581425 10.84999990463257
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 3 6 8 -6 7 9 12 15 21 16 -5 14 -7 -3 -12 18 -9 -20 -17 22 -10 25 26 -23 27 -25 29 -29
right_child=1 2 -4 4 5 13 -8 17 10 -11 11 -13 -14 -15 -16 20 -18 -19 19 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=1.4797404019356584e-05 0.00059716613230779254 -0.033985773655910823 0.0022905501915283922 0.0015383423239116864 0.018539061558387075 0.00065351244207492005 -0.0020670711578836044 -0.0032594824050700905 -0.0016870919866968535 0.00088731660032020205 0.010825734558778518 -0.0049567959737717047 -0.017202065940186077 0.01082324948217623 -0.028579590001720046 -0.02825750729441643 -0.011445183131755108 -0.00056095643579946286 0.00023875694181978309 0.0073485587340507757 0.0025802184605882282 0.012123386179181662 -0.014252475851050049 0.0067963558018654738 0.018327502881842622 -0.001547107688905282 0.0053525638420459385 0.0031829972766706204 -0.00053718382219200295 -0.017420810158572358
leaf_weight=1277808 10204 43 1762 4783 122 274 13403 325 2990 82 153 1701 49 180 21 25 42 5433 492 798 42 110 107 252 107 2490 865 61 659 140
leaf_count=1277808 10204 43 1762 4783 122 274 13403 325 2990 82 153 1701 49 180 21 25 42 5433 492 798 42 110 107 252 107 2490 865 61 659 140
internal_value=6.52358e-07 -0.000378152 -0.000643465 -0.000788077 -2.2193e-05 0.00634647 -0.00134853 -1.54602e-05 -0.000284243 -0.0103474 -0.00109942 -0.00382694 0.0013483 0.0032149 -0.00142749 -0.0187223 0.00602892 0.000265978 0.00304786 0.00463691 -0.0089264 -0.000434804 -0.00212122 0.000680233 0.00273749 -0.000968741 0.00189373 -0.000796828 -0.00302181 -0.0111679
internal_weight=1.32552e+06 47715 37511 35749 15106 597 20643 7240 14509 192 9677 1896 4832 475 295 110 195 7048 1615 1290 67 7781 3097 4684 2084 2600 1977 1112 860 201
internal_count=1325523 47715 37511 35749 15106 597 20643 7240 14509 192 9677 1896 4832 475 295 110 195 7048 1615 1290 67 7781 3097 4684 2084 2600 1977 1112 860 201
cat_boundaries=0 1
cat_threshold=1045
is_linear=0
shrinkage=0.05


Tree=352
num_leaves=31
num_cat=0
split_feature=71 39 36 56 83 22 123 74 84 1 73 25 66 75 107 36 76 31 33 98 29 72 26 66 72 37 13 8 6 124
split_gain=2.56427 4.66402 7.3475 5.85086 5.07776 4.85981 4.82085 5.00128 4.56802 6.45244 8.1515 6.36432 6.0429 5.55492 5.46616 7.35981 6.57006 6.41336 8.62407 5.22961 5.21642 10.354 5.17507 6.5136 5.81482 5.03098 6.40861 6.82033 6.42632 6.41893
threshold=318.10951232910162 9.1500000953674334 8.2500000000000018 307.82283020019537 308.15469360351568 5.4649999141693124 -0.19936034083366391 0.71205708384513866 0.85020190477371227 250.50000000000003 0.35109773278236395 341.50000000000006 23.204999923706058 0.88049608469009411 -0.69459757208824147 9.4499998092651385 26.015000343322757 1013.4500122070314 15.650000095367433 -0.59260019659996022 1011.7500000000001 0.68873608112335216 317.50000000000006 23.875000000000004 0.69320684671401989 15.34999990463257 2.2350000143051152 4.2500000000000009 4.5499999523162851 0.737249255180359
decision_type=2 2 2 2 2 2 2 2 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 -5 -7 -8 9 11 12 -3 13 -11 15 -10 -17 18 25 -14 21 -19 23 24 -20 26 27 -16 29 -28
right_child=1 8 3 5 -6 6 7 -9 14 10 -12 -13 19 -15 17 16 -18 20 22 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=1.4057533113590002e-05 -0.012187934263762254 -0.00029987415092180229 -0.003869533548228598 0.0090981154569557739 0.0023274660773875493 -0.022499601351987704 -0.026083709639497101 0.0040712762983854522 -0.024139828939530018 -0.0052150646215064801 0.0016110812297477164 -0.0061993959268935826 0.014998868936950814 -0.030861583428288049 -0.0011546623269929914 -0.0027837922183721634 0.0026205302334623547 0.0081430022351481526 0.0055958780468561885 -0.010731742001371459 -0.00084626598216427657 -0.013763022049968996 0.0082701194736519417 0.015484421679152633 -0.011211666365948003 -0.003777813989366505 0.0010805902798530791 0.0056006845810724747 -0.0013531263990833127 0.011194327562929865
leaf_weight=1277808 67 9603 660 21 598 114 20 44 38 524 9060 480 67 22 564 4131 651 74 89 28 13947 199 575 53 122 701 658 1107 3292 206
leaf_count=1277808 67 9603 660 21 598 114 20 44 38 524 9060 480 67 22 564 4131 651 74 89 28 13947 199 575 53 122 701 658 1107 3292 206
internal_value=6.18959e-07 -0.000359266 -0.00308077 -0.00613542 0.000865012 -0.0136504 -0.0163342 -0.00535216 -0.000269474 0.000304983 0.00122556 -0.00058072 -0.00422342 -0.00624844 -0.000699855 -0.00222224 -0.00204807 -0.000359933 0.000837417 0.00741511 -0.000980248 -0.00782513 0.0056093 -0.000186045 -0.00412223 0.000224119 0.00070556 0.0033206 -0.000345869 0.00349197
internal_weight=1.32552e+06 47715 1524 859 665 199 178 64 46191 19784 9701 10083 641 546 26407 4820 4782 21587 7367 95 14220 273 839 264 211 6528 5827 1671 4156 864
internal_count=1325523 47715 1524 859 665 199 178 64 46191 19784 9701 10083 641 546 26407 4820 4782 21587 7367 95 14220 273 839 264 211 6528 5827 1671 4156 864
is_linear=0
shrinkage=0.05


Tree=353
num_leaves=31
num_cat=0
split_feature=130 130 75 70 55 86 38 17 67 38 52 60 84 19 95 88 64 8 35 34 12 114 84 80 88 75 128 16 81 111
split_gain=2.47239 5.09429 5.11702 5.79361 8.58288 7.13371 5.4003 4.75898 8.74903 7.0151 5.0347 6.3845 8.52389 5.17493 4.81236 4.6838 6.65213 4.52517 4.52083 4.64143 4.33588 4.33126 4.00874 3.87321 4.51211 3.80048 3.77196 4.48686 3.71031 3.64575
threshold=333.50000000000006 315.50000000000006 0.78826493024826061 252.154655456543 2.685000061988831 0.85748571157455455 16.050000190734867 9.5450000762939471 11.815000057220461 11.34999990463257 1.8949999809265139 0.43373903632164007 0.88464248180389415 10.405000209808351 0.22688199579715732 -0.93596354126930226 18.07499980926514 14.84999990463257 12.650000095367433 14.84999990463257 3.3149999380111699 -0.66259482502937306 0.88601389527320873 311.83894348144537 -0.68844425678253163 0.87638330459594738 322.50000000000006 5.4100000858306894 321.56286621093756 -0.018619078211486336
decision_type=2 2 2 2 2 2 2 2 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 26 3 4 -3 28 7 8 -4 -10 20 12 -12 -14 18 16 -5 29 25 -20 -9 -7 -23 -16 -25 -11 -1 -28 -6 -13
right_child=-2 2 6 15 5 21 -8 10 9 14 11 17 13 -15 23 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=2.8729788673225299e-07 0.00083978184139156032 -0.0041948908220165726 -0.00098223765767729127 -0.0037995972684128979 -0.00056724200243418689 0.0036492402203536288 -0.0085072091448361448 0.00745725707949676 -0.0044555035473359287 0.026533000319982056 -0.011838606756000059 -0.0064609322898479095 0.020263015292584896 -0.0060069963578260636 -0.010355123105393939 -0.0017510734680499128 -0.014326011494673833 -0.0085572000545355836 0.0055622157400163517 0.027445487268934296 -0.016104731034664883 0.011100633935761993 0.029942229856652292 0.01571653505737634 -0.0077099992022398979 0.009342678461004705 0.02479005888814018 0.0015986605552892983 0.018371225823648276 0.00048019515452686401
leaf_weight=1301880 8719 317 629 1178 239 60 178 278 101 87 259 201 38 37 43 4158 172 159 180 28 21 58 55 61 31 51 21 3039 29 3216
leaf_count=1301880 8719 317 629 1178 239 60 178 278 101 87 259 201 38 37 43 4158 172 159 180 28 21 58 55 61 31 51 21 3039 29 3216
internal_value=5.88012e-07 -4.96857e-06 -0.00103638 -0.00201786 0.00208051 0.0065914 6.22279e-05 0.00034366 0.00310579 0.00752396 -0.000451052 -0.000929258 -0.00754031 0.00730314 0.0100394 -0.00258187 -0.00514074 -0.000311783 0.0131634 0.00850804 0.0058024 0.0145064 0.0202713 0.0020328 0.00782281 0.0201801 4.40859e-06 0.00175782 0.00148207 7.18935e-05
internal_weight=1.32552e+06 1.3168e+06 11864 6266 758 441 5598 5420 1211 582 4209 3910 334 75 481 5508 1350 3576 346 208 299 173 113 135 92 138 1.30494e+06 3060 268 3417
internal_count=1325523 1316804 11864 6266 758 441 5598 5420 1211 582 4209 3910 334 75 481 5508 1350 3576 346 208 299 173 113 135 92 138 1304940 3060 268 3417
is_linear=0
shrinkage=0.05


Tree=354
num_leaves=31
num_cat=2
split_feature=89 135 12 0 92 136 59 53 25 93 118 75 4 74 102 30 73 68 53 17 93 52 122 65 77 136 30 53 83 64
split_gain=2.46217 5.58927 4.8289 5.27294 5.08063 7.39284 7.61273 7.78272 7.10424 6.70032 6.75034 5.5593 5.44187 6.02936 5.41008 5.19041 5.17143 6.48574 8.61117 6.16136 5.11292 5.06392 6.55986 6.50159 5.33133 5.02822 9.9663 6.56055 8.81955 6.55429
threshold=1.0000000180025095e-35 1017.7500000000001 3.3149999380111699 14.500000000000002 -0.21159716695547101 0 228.12005615234378 0.22500000149011615 336.50000000000006 0.35225376486778265 0.93038213253021251 0.83928582072258007 4.2500000000000009 0.40812177956104284 0.30807350575923925 1015.6499938964845 0.84392324090003978 298.57098388671881 4.7950000762939462 7.4149999618530282 -0.38102746009826655 1.7050000429153445 -0.0087262028828264497 1.5649999976158144 14.175000190734865 1 1015.2500000000001 2.4150000810623173 324.52156066894537 2.6250000000000004
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 1 2 2 2 2
left_child=-1 2 4 -4 8 -6 7 12 16 10 -8 -11 13 -7 -10 -16 17 -2 19 -19 -9 22 23 24 -17 -21 -27 28 29 -28
right_child=1 -3 3 -5 5 6 9 20 14 11 -12 -13 -14 -15 15 21 -18 18 -20 25 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=1.2945383635214529e-05 -0.00056395624883856901 0.010585993711983661 -0.0049952784848366202 0.0065333845339667525 0.00034576236564332768 -0.0030332185773421891 0.00022896853904432802 -0.0039303656818841896 0.01294328801588563 -0.0029435384832310132 0.016245350293705569 -0.015130312751996548 -0.00030574827483206086 0.029401852955159388 0.0073394544640291923 -0.0064669507029263872 -0.0032066130279579542 0.0059809934123381779 -0.0018688379532788334 -0.00082840950442756689 -0.0090191083076868721 -0.013611305532976986 0.019418178260235525 -0.011799494975575191 0.026580279555100089 0.00058953814809015225 0.00089009536997131675 0.0020055479401738644 -0.012201839259692602 0.014262321539648588
leaf_weight=1283128 22633 116 126 466 3451 23 2021 1875 160 934 68 104 165 38 261 23 1440 858 1825 1683 670 75 41 85 26 2157 115 463 42 451
leaf_count=1283128 22633 116 126 466 3451 23 2021 1875 160 934 68 104 165 38 261 23 1440 858 1825 1683 670 75 41 85 26 2157 115 463 42 451
internal_value=5.58612e-07 -0.00037434 -0.000404411 0.00407965 -0.00046809 -0.00149469 -0.0025678 -0.0044804 -0.000171296 -0.00088116 0.000750325 -0.00416456 0.00441176 0.0171722 0.00491984 0.0024076 -0.000279173 -0.000139712 0.0011247 0.00207169 -0.00527003 -0.00274125 0.00191735 -0.00343739 0.0110683 0.0013887 0.00253934 0.00648997 0.00990492 0.0115453
internal_weight=1.32552e+06 42395 42279 592 41687 9349 5898 2771 32338 3127 2089 1038 226 61 671 511 31667 30227 7594 5769 2545 250 175 134 49 4911 3228 1071 608 566
internal_count=1325523 42395 42279 592 41687 9349 5898 2771 32338 3127 2089 1038 226 61 671 511 31667 30227 7594 5769 2545 250 175 134 49 4911 3228 1071 608 566
cat_boundaries=0 1 2
cat_threshold=3090 4784
is_linear=0
shrinkage=0.05


Tree=355
num_leaves=31
num_cat=1
split_feature=16 64 33 24 58 68 38 23 54 14 84 57 15 59 2 136 38 60 23 39 127 15 14 15 116 95 73 15 34 81
split_gain=2.92494 6.57461 6.74826 6.86178 5.37155 6.17943 5.38298 5.29142 6.74079 5.15619 5.04736 5.11103 5.85276 7.72194 6.64955 8.19054 5.68538 5.0827 5.03684 5.01409 6.05506 4.99843 6.05906 5.87494 4.75508 5.77 4.67778 4.54634 4.30326 4.21309
threshold=6.4600000381469735 1.685000002384186 18.250000000000004 319.50000000000006 303.09121704101568 322.96559143066412 9.8499999046325701 5.8250000476837167 4.2249999046325692 1.6449999809265139 0.85887724161148082 278.87001037597662 1.294999957084656 279.94416809082037 2.5000000000000004 0 12.150000095367433 0.378860354423523 6.1649999618530282 16.250000000000004 0.36648726463317877 1.7250000238418581 2.0349999666213994 1.6150000095367434 0.89490029215812694 -0.94549131393432606 0.52960687875747692 1.2150000333786013 15.449999809265138 194.01747131347659
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 -1 4 -4 5 10 -7 8 -6 -5 11 12 19 14 16 18 -14 26 21 24 -21 23 -23 -16 25 -3 28 -22 -18 -12
right_child=-2 2 3 9 7 6 -8 -9 -10 -11 29 -13 13 -15 15 -17 17 -19 -20 20 27 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.980087100548463e-05 -1.4436090592103975e-05 -0.010209890124622171 0.0024281342641607061 0.020118766614177733 -0.0023336620188784559 -0.011653348086919223 0.0084478836642902632 0.0022531326035933343 -0.014536947058513761 0.0033180906962026174 -0.004451965108759743 -0.00059902343076747634 -0.012260496336345872 -0.00064835381922988689 0.015431744327275633 0.0051602873252335054 -0.0031179651586922086 0.010351458286343934 0.0047580320574343209 -0.00099903902240839671 0.0087971103539916159 0.033978630403337415 0.0109614025206959 -0.010711898235604167 0.012632780976529265 -0.00026425122252853029 0.0071655436714049871 0.030661020415096447 -0.025223793807838648 0.00058414741110068477
leaf_weight=70718 1240653 179 339 128 831 36 445 523 131 71 445 1171 75 585 153 1348 103 139 115 160 132 73 47 25 58 787 86 29 28 6220
leaf_count=70718 1240653 179 339 128 831 36 445 523 131 71 445 1171 75 585 153 1348 103 139 115 160 132 73 47 25 58 787 86 29 28 6220
internal_value=5.02322e-06 0.000288449 0.00125982 0.00675451 0.00104752 0.00138684 0.00694343 -0.00179476 -0.00399544 0.0141246 0.00116333 0.00231605 0.00314417 0.00445538 0.00581746 0.00717986 0.000250895 0.00288672 0.013324 0.000436957 0.00588954 0.0170768 0.0249635 0.0117599 -0.0012723 -0.00210718 -0.00189484 0.0127353 -0.00784288 0.000247903
internal_weight=1.32583e+06 85180 14462 538 13924 12439 481 1485 962 199 11958 5293 4122 2777 2192 1761 431 356 413 1345 321 298 120 178 1024 966 217 161 131 6665
internal_count=1325833 85180 14462 538 13924 12439 481 1485 962 199 11958 5293 4122 2777 2192 1761 431 356 413 1345 321 298 120 178 1024 966 217 161 131 6665
cat_boundaries=0 1
cat_threshold=2306
is_linear=0
shrinkage=0.05


Tree=356
num_leaves=31
num_cat=1
split_feature=69 12 35 10 83 40 41 39 29 33 66 28 38 35 136 89 66 29 37 31 12 85 90 55 35 32 31 84 76 39
split_gain=4.10218 5.329 10.1334 6.1095 6.24751 5.04666 8.26865 8.16643 7.55428 7.49449 4.87269 7.20109 5.66311 10.1524 5.63089 6.04285 5.46402 6.12575 4.94545 6.33182 5.74519 6.08289 4.71183 5.27613 4.75832 5.11471 4.64242 7.90793 7.31498 6.09783
threshold=321.47706604003912 2.8149999380111699 5.7500000000000009 16.44999980926514 313.89202880859381 10.550000190734865 7.1499998569488534 12.050000190734865 1011.6499938964845 12.250000000000002 19.275000572204593 1024.350036621094 10.750000000000002 12.34999990463257 0 0.64911201596260082 9.5650000572204608 1017.2500000000001 11.750000000000002 1016.0499877929689 2.6550000905990605 0.89197024703025829 -0.81915065646171559 18.855000495910648 15.650000095367433 16.44999980926514 1014.9500122070314 0.91396027803421032 4.2349998950958261 9.7500000000000018
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 3 -3 10 -5 6 -4 8 -8 -7 11 14 -12 18 15 -2 17 -17 20 -20 21 -14 23 24 -15 -26 29 28 -28 -16
right_child=1 2 5 4 -6 9 7 -9 -10 -11 12 -13 13 22 26 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=1.8548680465147146e-05 0.00037701973229372103 -0.015698377753778914 0.00077342301222836185 -0.02327955518027439 -0.0046536466541510892 0.019604344177881587 -0.023301944196224212 0.0096108508623623558 -0.005578000949220824 0.0019458557678054362 -0.006245874641289657 0.0047718598806858062 -0.0022799961814746277 -0.0075944050779766792 0.017692929835237087 0.02053428669414013 -0.010705586495222869 -0.0019995982108940913 0.0090428210338026858 0.00037928824188681112 0.011240170926634055 -0.021277269189401218 -0.002050875807365508 -0.020099300613075917 0.02055685143409805 -0.0040995855366104637 0.0023485441130132747 0.0058922970735155386 -0.0031688341969979164 -0.0003906138214080845
leaf_weight=1294089 5012 96 8321 51 384 85 75 69 303 205 780 625 345 497 47 101 27 43 372 487 67 48 1325 71 33 58 674 289 5527 5727
leaf_count=1294089 5012 96 8321 51 384 85 75 69 303 205 780 625 345 497 47 101 27 43 372 487 67 48 1325 71 33 58 674 289 5527 5727
internal_value=4.774e-06 -0.00055677 0.000460918 -0.000969162 -0.00683737 0.000632181 0.000417544 -0.00620723 -0.00909466 0.00712162 -0.000853943 -0.000501487 -0.00241397 -0.00150907 -0.000690393 0.000691036 0.00993526 0.0138054 0.00189069 0.00413113 -0.00229308 -0.00460027 -0.00376929 -0.00722438 -0.00566976 0.00484176 -0.00127374 -0.00219235 -0.00256914 -0.000243415
internal_weight=1.32583e+06 31744 9154 22590 435 9058 8768 447 378 290 22155 18072 4083 3303 17447 5183 171 144 1319 859 460 393 1984 659 588 91 12264 6490 6201 5774
internal_count=1325833 31744 9154 22590 435 9058 8768 447 378 290 22155 18072 4083 3303 17447 5183 171 144 1319 859 460 393 1984 659 588 91 12264 6490 6201 5774
cat_boundaries=0 1
cat_threshold=1220
is_linear=0
shrinkage=0.05


Tree=357
num_leaves=31
num_cat=0
split_feature=69 12 57 95 104 37 72 56 43 35 43 43 87 84 78 35 6 63 21 4 66 12 56 6 32 38 72 52 36 75
split_gain=3.70221 5.12038 4.53857 4.78089 3.9919 6.04383 6.2838 5.33511 5.23201 9.30374 14.0948 12.2076 11.1342 8.95526 8.64277 6.23174 5.88781 5.58988 5.4592 5.40427 5.03257 5.0972 5.30394 4.83124 5.16339 6.59475 5.83848 4.80449 5.41989 6.07252
threshold=321.47706604003912 4.2850000858306894 347.87677001953131 -0.94549131393432606 -0.61537528038024891 18.44999980926514 0.92251446843147289 290.52772521972662 7.8500001430511483 12.650000095367433 12.150000095367433 10.449999809265138 0.86044573783874523 0.83548450469970714 17.515000343322757 10.550000190734865 7.0499999523162851 0.24719630181789401 6.9849998950958261 8.2500000000000018 2.5249999761581425 1.985000014305115 275.15783691406256 10.150000095367433 12.449999809265138 9.5500001907348651 0.86489731073379528 0.9650000035762788 12.750000000000002 0.7532351315021516
decision_type=2 2 2 2 2 2 2 2 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 -1 -4 23 6 8 -7 -6 11 14 15 18 -14 -11 -10 -16 -18 -13 -15 -12 -22 -23 24 25 26 -2 28 -26 -30
right_child=1 -3 3 -5 5 7 -8 -9 9 10 20 12 13 19 16 -17 17 -19 -20 -21 21 22 -24 -25 27 -27 -28 -29 29 -31
leaf_value=2.0905456874968251e-05 -0.0021875614012969893 0.0027703184362176149 -0.012079272706872755 -0.0018547007717457165 9.0787103969735216e-05 0.0018147249547701306 -0.0065533684899800604 0.017219342813305148 0.0023507996354480802 0.00067713863477974979 0.013413076439540681 -0.0057758132198294232 -0.00883526181597717 0.02085150076715319 -0.022358209601292325 -0.0093911245880584325 -0.025208727092969986 -0.0041459412783354755 0.0086373188951371343 0.002456637495197356 -0.016709552450726431 0.01325592864304781 -0.0075104644403747121 -0.0044345848750797848 -0.0076927362352661377 0.00081522360348591696 -0.016236203321470664 -0.002511343040295831 0.00082410190878056105 0.013292174391656905
leaf_weight=1292499 256 1134 124 1466 16884 147 395 91 169 97 73 213 41 172 184 341 42 126 95 52 45 62 61 1173 108 4056 104 5172 308 143
leaf_count=1292499 256 1134 124 1466 16884 147 395 91 169 97 73 213 41 172 184 341 42 126 95 52 45 62 61 1173 108 4056 104 5172 308 143
internal_value=4.5353e-06 -0.000528932 1.76212e-05 -0.00265209 -0.000651158 -0.000213752 -0.00031267 0.00770473 -0.000180544 -0.00276439 -0.00730207 0.000126654 0.00513482 0.0126489 -0.0125376 -0.00550017 -0.0161792 -0.00941164 -0.0013302 0.0165813 0.00245209 -0.00231072 0.00295715 -0.00139653 -0.00104532 0.000239576 -0.00624606 -0.0020354 0.00236814 0.00477739
internal_weight=1.32583e+06 31744 1.29409e+06 1590 30610 19290 19052 238 18657 1773 690 1083 573 265 449 510 352 168 308 224 241 168 123 11320 10147 4416 360 5731 559 451
internal_count=1325833 31744 1294089 1590 30610 19290 19052 238 18657 1773 690 1083 573 265 449 510 352 168 308 224 241 168 123 11320 10147 4416 360 5731 559 451
is_linear=0
shrinkage=0.05


Tree=358
num_leaves=31
num_cat=1
split_feature=69 12 35 62 30 11 34 67 24 90 107 36 67 76 61 98 31 84 136 79 15 7 65 52 35 59 56 124 98 72
split_gain=3.34125 4.72479 10.8093 6.96633 6.95681 6.06254 5.59119 6.18646 6.3095 7.02822 6.1082 5.89317 7.04096 6.55763 5.30148 5.50943 5.24822 8.18926 7.67496 6.25728 6.83619 7.05292 6.60668 8.75988 6.536 7.22341 6.43079 6.07543 5.9825 5.91015
threshold=321.47706604003912 2.6550000905990605 5.7500000000000009 0.54936739802360546 1023.4500122070314 6.4500000476837167 9.4499998092651385 24.255000114440922 319.50000000000006 -0.82221853733062733 -0.42419706284999842 14.550000190734865 38.065000534057624 15.775000095367433 0.60913941264152538 -0.30130703747272486 1016.4500122070314 0.92270979285240184 0 6.2149999141693124 2.3649998903274541 1.7500000000000002 2.2849999666213994 0.58499997854232799 12.650000095367433 70.695003509521499 247.05943298339847 0.90255093574523937 -0.90602433681488026 0.83549559116363536
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 3 -3 4 16 -6 7 -5 -9 -10 -11 14 -13 -14 -8 -16 18 19 28 20 21 -18 24 -24 25 27 -23 -21 -2 -20
right_child=1 2 -4 6 5 -7 11 8 9 10 -12 12 13 -15 15 -17 17 -19 29 22 -22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.6740184511494864e-05 -0.0063999161845253371 -0.014416281192730763 0.00048821806521759685 -0.0027085244885264813 0.010413201503520868 0.00085498400743449761 -0.0037391271068249153 -0.0012221655966240471 0.0021206452200810116 -0.032810219621614505 -0.0051158175714170707 -0.0044987609020505888 -0.031829464082863738 0.00075268079096491892 0.0020699916316053216 -0.014426781964611333 -0.0064209356982635069 0.012673125496154193 0.00023986909176660894 0.0059402134230670837 -0.02558137867599726 0.0078489030623904704 0.0042242737230025309 -0.0031581533322657578 -0.010715342976758819 -0.0013324208331487832 -0.00036094926565720587 -0.023009877566348865 0.018929287236050127 -0.0028483183251721048
leaf_weight=1294089 31 123 11065 220 257 468 921 59 27 85 26 706 47 23 1123 53 234 93 9128 24 24 426 483 2391 498 633 542 74 94 1866
leaf_count=1294089 31 123 11065 220 257 468 921 59 27 85 26 706 47 23 1123 53 234 93 9128 24 24 426 483 2391 498 633 542 74 94 1866
internal_value=4.30854e-06 -0.000502485 0.000324359 -0.000952511 -0.000550716 0.00424321 -0.00306114 -0.00847148 -0.0149073 -0.0207581 -0.0263232 -0.00227586 -0.00599845 -0.0211239 -0.000898309 0.00132651 -0.000760836 -0.00203624 -0.000138905 -0.00229294 0.000841392 0.00136897 -0.0032295 -0.00191747 -0.00629766 -0.00328808 0.00325206 -0.0159201 0.0117108 -0.000284027
internal_weight=1.32583e+06 31744 11188 20556 17266 725 3290 417 197 138 111 2873 776 70 2097 1176 16541 5422 11119 5329 1226 1202 4103 2874 1229 731 968 98 125 10994
internal_count=1325833 31744 11188 20556 17266 725 3290 417 197 138 111 2873 776 70 2097 1176 16541 5422 11119 5329 1226 1202 4103 2874 1229 731 968 98 125 10994
cat_boundaries=0 1
cat_threshold=2052
is_linear=0
shrinkage=0.05


Tree=359
num_leaves=31
num_cat=2
split_feature=36 34 66 62 106 94 136 55 39 32 85 29 12 0 110 74 120 64 41 59 136 3 54 104 31 0 3 74 57 20
split_gain=2.87116 8.45444 14.8531 11.3923 8.69958 7.45336 10.9443 10.0268 9.49571 12.1967 8.70461 10.104 12.6546 9.28002 10.9701 9.53408 8.93322 8.6576 8.56642 7.98791 8.06707 7.59375 7.54248 7.695 7.31472 13.2762 9.30342 8.73577 7.16939 8.22528
threshold=12.449999809265138 12.449999809265138 5.9049999713897714 0.33857005834579473 -0.6193425953388213 -0.7193397283554076 0 17.304999351501468 11.449999809265138 6.7500000000000009 0.86103135347366344 1021.5499877929689 1.7849999666213991 91.500000000000014 0.98357480764389049 0.7140694558620454 -0.60873827338218678 6.4149999618530282 10.449999809265138 271.42504882812506 1 310.50000000000006 0.10500000044703485 -0.81435987353324879 1017.4500122070314 305.50000000000006 299.50000000000006 0.82843667268753063 163.94155120849612 6.8550000190734872
decision_type=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 2 2
left_child=1 5 -3 4 -4 6 22 8 9 -8 -7 12 21 -14 15 -15 -17 -9 -18 20 28 -12 23 -1 -10 -26 -27 -28 -11 -30
right_child=-2 2 3 -5 -6 10 7 17 24 19 11 -13 13 14 -16 16 18 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.0038829321134447436 5.4370593760643479e-05 -0.00011497239708802942 -0.007015579507325182 -0.0012990360129477158 -0.0015848492288636476 1.8148047682411567e-05 -0.007310244514105434 0.031420053653419017 -0.00053649471371746337 -0.0035335191652517426 -0.0014556752705189118 0.00095636003097354693 0.0013525529449780038 0.00080135026610476153 -0.0050921298567585963 -8.6310797524121374e-05 -0.0024104727347016015 0.0066256557641151768 0.0088326709864791058 -0.00081647944983372414 0.0030248423914661445 -0.0050672598271307191 -0.00019865500427999712 0.015844523287378252 0.0087020505711984334 0.0095789011171687911 -0.00012673447770275611 -0.013603724229983691 0.011072767719725381 0.0025586317592027666
leaf_weight=75 903824 37444 1711 14792 1296 290431 260 50 5005 132 3031 7552 4867 7073 1556 8277 11293 119 172 798 2877 2800 16935 145 681 211 891 139 1000 396
leaf_count=75 903824 37444 1711 14792 1296 290431 260 50 5005 132 3031 7552 4867 7073 1556 8277 11293 119 172 798 2877 2800 16935 145 681 211 891 139 1000 396
internal_value=4.09311e-06 -0.000103587 -0.000680231 -0.00186937 -0.00467497 -1.67319e-05 0.000742404 0.00186314 0.00169962 0.0032583 -8.36561e-05 -0.000717857 -0.00104148 -0.000664576 -0.00101061 -0.000773772 -0.00133809 0.0139613 -0.0022418 0.00378642 0.00462027 -0.00318993 -7.91137e-05 0.00911925 0.00047037 0.0030923 1.39485e-05 -0.00194547 0.00755498 0.00865758
internal_weight=1.32583e+06 422009 55243 17799 3007 366766 29714 12559 12390 5463 337052 46621 39069 33238 28371 26815 19742 169 11465 5203 4405 5831 17155 220 6927 1922 1241 1030 1528 1396
internal_count=1325833 422009 55243 17799 3007 366766 29714 12559 12390 5463 337052 46621 39069 33238 28371 26815 19742 169 11465 5203 4405 5831 17155 220 6927 1922 1241 1030 1528 1396
cat_boundaries=0 1 2
cat_threshold=2244 4099
is_linear=0
shrinkage=0.05


Tree=360
num_leaves=31
num_cat=2
split_feature=109 120 37 15 8 136 39 64 23 103 16 64 111 96 22 31 6 93 75 85 35 136 15 38 43 39 125 67 32 68
split_gain=2.76791 4.2621 3.61192 5.55206 5.81763 4.84375 4.19313 3.70942 3.62972 3.4907 3.6089 3.4476 3.34993 3.24627 3.87081 3.06464 2.97677 4.99218 2.97503 2.92557 2.81769 2.70203 2.68021 2.61101 2.55347 2.72698 3.09799 3.51845 3.07773 2.91523
threshold=-0.99311193823814381 -0.11319890245795249 13.150000095367433 1.3550000190734866 9.6500000953674334 0 12.150000095367433 3.6650000810623173 4.7950000762939462 0.3554759174585343 15.405000209808351 5.5850000381469735 -0.51841762661933888 -0.48654085397720331 5.1050000190734872 1014.0499877929689 4.2500000000000009 -0.7323927879333495 0.8560919761657716 0.81913149356842052 8.3499999046325701 1 1.6050000190734866 16.44999980926514 9.2500000000000018 11.550000190734865 -0.89490029215812672 5.7850000858306894 12.050000190734865 275.10997009277349
decision_type=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 2 2 2 2 2
left_child=1 16 3 4 12 7 -6 -5 -7 11 18 19 15 14 -10 -3 -1 -18 -11 23 -9 -13 -22 -4 25 -24 27 -27 -29 -28
right_child=-2 2 9 5 6 8 -8 20 13 10 -12 21 -14 -15 -16 -17 17 -19 -20 -21 22 -23 24 -25 -26 26 29 28 -30 -31
leaf_value=-0.0041797553606077349 -2.9261946016355947e-06 -0.020848958953009811 0.0045416752971055739 0.0050159440487714526 -0.0075742864446337564 -0.020088378774623078 -0.023326207910500031 0.0048879089370450898 0.013096310547096472 -0.010674516587311816 0.011735127426683903 0.0065396030476385474 0.0050471502187429355 0.0077027668717006836 -0.001103980869256624 -0.0016858936753123999 0.013826687079293236 0.0017049131295046758 0.0097317428793758168 0.011248470631101702 -0.016837535500992092 -0.0014622191655044095 -0.0083476265413647104 -0.0058810473018903525 0.0096402648547343137 0.013435297616653972 -0.0040651744113028125 0.0068101353788127504 -0.0055792842186620515 -0.015766671471475788
leaf_weight=165 1320485 34 251 102 84 21 85 69 51 167 25 107 80 150 813 54 97 683 20 117 50 1079 448 79 29 45 245 72 165 68
leaf_count=165 1320485 34 251 102 84 21 85 69 51 167 25 107 80 150 813 54 97 683 20 117 50 1079 448 79 29 45 245 72 165 68
internal_value=-7.56936e-06 -0.00113154 -0.00177129 -0.00294862 -0.00894688 -0.00208032 -0.0154969 -0.00410354 0.000482234 -7.06913e-05 -0.00610675 0.000712925 -0.00235792 0.000913008 -0.000265769 -0.00908981 0.00192168 0.00321236 -0.00849203 0.0044551 -0.00491901 -0.00069749 -0.00552211 0.00204654 -0.00499434 -0.00540125 -0.0031828 0.000618214 -0.00181541 -0.00660735
internal_weight=1.32594e+06 5455 4510 2665 337 2328 169 1293 1035 1845 212 1633 168 1014 864 88 945 780 187 447 1191 1186 1122 330 1072 1043 595 282 237 313
internal_count=1325940 5455 4510 2665 337 2328 169 1293 1035 1845 212 1633 168 1014 864 88 945 780 187 447 1191 1186 1122 330 1072 1043 595 282 237 313
cat_boundaries=0 1 2
cat_threshold=656 4180
is_linear=0
shrinkage=0.05


Tree=361
num_leaves=31
num_cat=0
split_feature=88 15 121 26 78 84 25 52 112 21 4 87 69 93 102 12 74 78 100 85 11 75 121 20 97 17 59 93 63 12
split_gain=2.57638 5.03206 4.55138 6.28967 6.80636 4.98181 4.02702 6.21905 4.3634 3.77102 4.15983 3.73927 3.5948 3.84444 3.41586 3.97274 6.65562 3.48203 3.29738 3.63134 3.27969 3.26536 2.97065 3.39547 2.91756 3.00211 2.91564 2.90458 2.82411 2.80331
threshold=0.93781355023384105 3.3149999380111699 -0.64942333102226246 336.50000000000006 15.605000019073488 0.74292427301406871 329.50000000000006 0.66500002145767223 -0.58068084716796864 5.3849999904632577 9.5500001907348651 0.88297060132026683 241.59283447265628 -0.14928258210420606 0.94363194704055797 1.9249999523162844 0.42344570159912115 17.134999275207523 0.76709935069084179 0.85753256082534801 2.7500000000000004 0.39619061350822454 -0.60873827338218678 5.4549999237060556 -0.99073168635368336 5.1300001144409189 290.21443176269537 0.81162375211715709 0.34290088713169103 0.78499999642372142
decision_type=2 2 2 2 2 2 2 2 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 6 12 20 -8 -9 -5 11 -11 -2 -14 15 -6 -17 -18 24 -20 21 -4 23 -22 -7 -26 27 -19 -28 -27
right_child=1 -3 3 9 14 18 7 8 -10 10 -12 -13 13 -15 -16 16 17 26 19 -21 22 -23 -24 -25 25 29 28 -29 -30 -31
leaf_value=-4.1573327490117323e-06 -0.0043247856199741365 0.014775167589845218 -0.01994640587311652 -0.0067559328071935022 -0.016484927691219908 0.0079582048059245094 0.024955481885220201 0.014842835100716913 -0.015735164304663027 0.010619837749210825 0.027791080451928653 -0.011438159674406052 0.03072214667849681 0.003095452142879367 -0.02886289612257055 0.017264475777809478 -0.024584718155009407 -0.0068242599063998337 0.027954003285794032 0.0021648388952972032 -0.028346391909179237 -0.0051865674364047929 -0.00041468275631270196 -0.00053819957310738777 0.016380793233402077 -0.014978627084526531 -0.0062928456652443857 -0.022933518276973208 0.011790357577908589 -0.0020929700979127231
leaf_weight=1323436 20 46 45 46 112 76 34 20 28 83 26 25 34 20 21 29 28 184 21 39 21 224 697 23 20 47 50 33 38 414
leaf_count=1323436 20 46 45 46 112 76 34 20 28 83 26 25 34 20 21 29 28 184 21 39 21 224 697 23 20 47 50 33 38 414
internal_value=-7.18898e-06 -0.0016095 -0.00191613 -0.00326159 -0.00426624 0.00152443 -0.00206164 0.00859462 -0.00299433 0.00559604 0.00983627 0.00551382 0.0137833 0.02049 -0.00912972 -0.00825547 -0.00570934 -0.00771006 5.41607e-05 0.011191 -0.0029268 -0.00765569 -0.0012101 -0.0138103 -0.0011455 -0.00258393 -0.00616091 -0.00927405 0.00151581 -0.00340669
internal_weight=1.32594e+06 2504 2458 1767 1587 691 1092 82 48 180 134 108 74 54 495 474 362 333 617 60 1010 269 741 44 557 481 305 217 88 461
internal_count=1325940 2504 2458 1767 1587 691 1092 82 48 180 134 108 74 54 495 474 362 333 617 60 1010 269 741 44 557 481 305 217 88 461
is_linear=0
shrinkage=0.05


Tree=362
num_leaves=31
num_cat=3
split_feature=38 56 33 28 70 93 28 35 1 118 39 67 20 32 116 76 52 64 136 136 28 78 23 77 136 59 134 31 101 132
split_gain=2.5745 6.3339 8.94285 7.2399 7.19839 6.1901 7.60471 7.63794 6.71273 8.89188 6.34666 6.16556 18.5065 9.01656 10.2462 9.79786 8.16304 7.94662 8.49106 7.91216 7.37276 10.8224 10.5444 7.27677 11.7216 7.2145 7.07405 7.28635 9.99461 11.8675
threshold=12.449999809265138 287.43351745605474 9.9499998092651385 1017.9500122070314 195.66949462890628 0.12304774299263956 1016.6499938964845 14.050000190734865 353.50000000000006 0.95878320932388317 8.0500001907348651 10.114999771118166 6.5950000286102304 12.550000190734865 0.737249255180359 5.0350000858306894 0.74500000476837169 14.414999961853029 0 1 1017.5499877929689 2.1049998998641972 10.50500011444092 32.715000152587898 2 328.00953674316412 1014.8500061035157 1007.5499877929689 -0.046708064153790467 1010.0499877929689
decision_type=2 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
left_child=1 -1 3 -3 -4 10 7 8 9 -7 -6 17 -13 14 20 -15 -17 23 -19 -18 21 22 -14 -2 -25 -26 27 28 -21 -30
right_child=11 2 4 -5 5 6 -8 -9 -10 -11 -12 12 13 15 -16 16 19 18 -20 26 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-1.8433913522063131e-05 -3.5604731155770748e-05 0.0014818517881243539 -0.0048908481566764112 -0.00040878837566652067 -0.016748889686346479 -0.0018773740179480075 -0.00047696150008293874 0.0067759133855702204 0.0040398691629525271 -0.0083892757807903055 0.00061065013314615764 0.0015117139909377956 -0.0022730560830054769 0.00082948436778654776 0.0029517283995919401 0.0052909006992096124 -0.0049510639855454789 0.0019912777091258128 -0.0002343864431804169 0.002161746706504764 -0.00028634629251443887 0.0014421389514891589 -0.020298351879822665 0.0026252569391553649 -0.0031851023931516727 -0.013690768846781691 0.0015298927121319926 -0.00038015991131781698 -0.0069748892246882729 -0.0011114822498051182
leaf_weight=346765 714631 8462 1087 12608 53 16907 27064 256 460 541 8001 27063 369 20245 4626 626 951 9932 7535 922 16964 15389 104 933 2687 174 4544 72538 1540 1963
leaf_count=346765 714631 8462 1087 12608 53 16907 27064 256 460 541 8001 27063 369 20245 4626 626 951 9932 7535 922 16964 15389 104 933 2687 174 4544 72538 1540 1963
internal_value=-6.82953e-06 -0.000108762 -0.000523969 0.000350519 -0.000862865 -0.000780691 -0.00100811 -0.00179951 -0.0019221 -0.00207928 0.000496414 4.07911e-05 0.000314248 8.4054e-05 0.000748703 -0.00015685 -0.00039719 -2.15797e-05 0.00103217 -0.000440372 0.000438241 0.00121317 -0.00623633 -4.71993e-05 -0.00223114 -0.00381072 -0.000387088 -0.000500319 -0.00247007 -0.00368917
internal_weight=1.32594e+06 422204 75439 21070 54369 53282 45228 18164 17908 17448 8054 903736 167844 140781 37452 103329 83084 735892 17467 82458 32826 15862 473 718425 3794 2861 81507 76963 4425 3503
internal_count=1325940 422204 75439 21070 54369 53282 45228 18164 17908 17448 8054 903736 167844 140781 37452 103329 83084 735892 17467 82458 32826 15862 473 718425 3794 2861 81507 76963 4425 3503
cat_boundaries=0 1 2 3
cat_threshold=1429 4 3280
is_linear=0
shrinkage=0.05


Tree=363
num_leaves=31
num_cat=1
split_feature=108 87 19 38 122 84 31 77 102 17 136 2 65 36 38 127 95 38 20 78 115 74 14 34 37 67 54 120 94 37
split_gain=2.57002 10.0847 8.47399 5.4145 6.6949 5.41257 5.85077 11.5317 8.12946 5.3732 4.90796 6.81946 5.24999 5.08894 4.97882 5.21424 5.01933 4.86802 4.56566 4.56834 4.4646 4.23083 4.15721 4.4508 5.29784 4.07436 4.24277 4.62252 5.10378 4.949
threshold=-0.81643056869506825 0.76054677367210399 13.344999790191652 14.150000095367433 0.53727915883064281 0.87961283326148998 1010.5499877929689 9.2249999046325701 0.3229812234640122 14.039999961853029 0 60.500000000000007 33.514999389648445 10.550000190734865 15.34999990463257 -0.63605400919914235 0.23426710069179538 12.750000000000002 5.4149999618530282 4.1949999332427987 -0.96811076998710621 0.84389114379882824 1.3049999475479128 11.050000190734865 10.250000000000002 0.7150000035762788 1.4650000333786013 0.35019405186176306 -0.78943961858749379 14.84999990463257
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 5 10 4 -4 6 7 8 18 21 11 12 -3 22 16 -16 25 -9 19 -1 -6 -10 -12 24 -24 -15 -27 28 29 -28
right_child=-2 2 3 -5 20 -7 -8 17 9 -11 13 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0058058425950418624 3.663485925549241e-06 0.0096000685614497216 -0.00094855896766967134 0.002415140891464961 -0.0019032261398411931 -0.007744048764806841 -0.0008097128312383559 -0.003584796602980311 -0.02801941917211977 -0.0024091736658623346 -0.015559307685803755 0.0024319605245666184 0.036260593833313107 -0.012209418147638365 0.0083565689104026786 -0.0007835251652885336 0.0023854975116476742 0.0017046762071916324 -0.0080680671088547186 0.02102944519499253 -0.0083313414570544749 -0.004362358687364537 0.0038615043273932705 -0.00076994249566319237 0.013362830048762313 0.0025447482107204475 0.0054043736608878718 -0.0032679989104524307 -0.00099448769154890262 -0.016958051454275848
leaf_weight=35 1298327 153 3313 795 488 354 8119 1174 106 38 28 1725 21 78 359 276 1484 691 385 29 605 23 724 362 184 860 511 1832 2835 26
leaf_count=35 1298327 153 3313 795 488 354 8119 1174 106 38 28 1725 21 78 359 276 1484 691 385 29 605 23 724 362 184 860 511 1832 2835 26
internal_value=-6.48827e-06 -0.00048381 0.000291021 -0.00138277 -0.00206805 -0.00166218 -0.00145907 -0.00358409 -0.00951542 -0.0189338 0.00105078 0.00336585 0.0128177 0.000586735 0.000130052 0.00438387 -0.000224153 -0.001625 -0.00601238 0.0063539 -0.00546133 -0.0238015 0.00349777 0.00391793 0.00578688 -0.000854684 -0.000708631 -0.00124628 -0.000147879 0.00432165
internal_weight=1.32594e+06 27613 16659 5201 4406 10954 10600 2481 616 167 11458 1899 174 9559 8261 635 7626 1865 449 64 1093 129 1298 1270 908 6142 6064 5204 3372 537
internal_count=1325940 27613 16659 5201 4406 10954 10600 2481 616 167 11458 1899 174 9559 8261 635 7626 1865 449 64 1093 129 1298 1270 908 6142 6064 5204 3372 537
cat_boundaries=0 1
cat_threshold=1092
is_linear=0
shrinkage=0.05


Tree=364
num_leaves=31
num_cat=2
split_feature=109 120 36 23 136 28 88 69 10 93 103 52 20 10 67 31 87 103 92 85 32 67 91 2 76 33 136 17 53 124
split_gain=2.42544 3.77764 3.31913 5.24695 3.95112 3.90403 3.53126 3.14334 2.73085 4.4632 2.7091 3.28173 3.12303 2.67604 4.34888 4.012 5.36188 3.75656 3.16881 2.55101 2.5212 2.47758 2.62436 2.44519 5.54175 10.1563 8.81465 12.2834 7.90268 7.92507
threshold=-0.99311193823814381 -0.11319890245795249 13.150000095367433 4.8350000381469735 0 1011.8500061035157 -0.64525488018989552 304.42137145996099 5.2500000000000009 -0.7323927879333495 0.3554759174585343 1.4450000524520876 6.3949999809265146 13.949999809265138 3.3950001001358037 1015.3500061035157 0.83915159106254589 -0.030587245710194107 -0.087049528956413255 0.8696364462375642 17.650000572204593 1.8450000286102297 -0.94436407089233387 308.50000000000006 21.904999732971195 11.650000095367433 1 11.775000095367433 1.935000002384186 0.38266885280609136
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 1 2 2 2
left_child=1 8 3 -3 5 -5 7 -7 -1 -10 12 -12 -4 15 19 16 18 -16 -6 -15 -14 -18 -23 24 -2 26 27 -26 29 -27
right_child=23 2 10 4 13 6 -8 -9 9 -11 11 -13 20 14 17 -17 21 -19 -20 -21 -22 22 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.004159916973300864 2.1626308357666928e-05 -0.014210170122420344 0.0037015031246528949 0.0032336646142325609 -0.0080112042676821257 -0.004190595842201373 0.0056543500522030117 -0.024564996398985389 0.013066715186404199 0.0016113469321391812 -0.017350663232306641 -0.0021275866029823358 -0.00027862258577046329 0.020917758531868461 -0.0058662976561471005 -0.00036533893262709794 -0.017263379515636536 0.0020937042428698406 -0.017110517298511277 0.00044309934280041996 -0.010086985772276033 -0.0051524145271913671 0.0069222655318056554 -8.6966651831163393e-05 0.0064227888896058105 0.00035067094036257554 0.00094977164790395778 0.00070093113014058929 -0.00045899052619620347 0.0040746846027420978
leaf_weight=159 763445 97 554 502 307 354 92 20 97 689 45 166 1023 32 385 253 21 241 139 29 70 90 90 514572 2003 4510 11614 1764 20486 2091
leaf_count=159 763445 97 554 502 307 354 92 20 97 689 45 166 1023 32 385 253 21 241 139 29 70 90 90 514572 2003 4510 11614 1764 20486 2091
internal_value=-6.16386e-06 -0.0010583 -0.0016606 -0.00279595 -0.00236261 0.000172525 -0.0031214 -0.00528014 0.00181615 0.00302505 -4.0068e-05 -0.00537421 0.000643299 -0.00388554 -0.00156001 -0.00570386 -0.00779142 -0.00280182 -0.0108471 0.0111839 -0.000906789 -0.00101117 0.000884926 -1.81741e-06 5.255e-05 0.000608464 0.00163458 0.00373346 2.57988e-05 0.00153033
internal_weight=1.32594e+06 5455 4510 2652 2555 968 466 374 945 786 1858 211 1647 1587 687 900 647 626 446 61 1093 201 180 1.32048e+06 805913 42468 15381 3767 27087 6601
internal_count=1325940 5455 4510 2652 2555 968 466 374 945 786 1858 211 1647 1587 687 900 647 626 446 61 1093 201 180 1320485 805913 42468 15381 3767 27087 6601
cat_boundaries=0 1 2
cat_threshold=325 7937
is_linear=0
shrinkage=0.05


Tree=365
num_leaves=31
num_cat=0
split_feature=88 20 5 12 9 61 122 110 66 37 57 31 34 30 3 120 30 69 14 11 6 84 118 99 75 53 68 34 73 64
split_gain=3.20828 5.98348 5.70921 5.56639 7.70449 7.40379 5.75043 5.55559 6.56046 5.76201 5.32992 5.13936 4.4003 4.2111 7.29605 4.14849 4.97366 6.19599 4.02587 5.40165 6.40001 8.1049 5.40414 5.63042 5.06453 4.35046 4.11386 4.01581 3.9848 3.98318
threshold=1.0000000180025095e-35 6.2750000953674325 1.4499999880790713 1.9650000333786013 10.250000000000002 0.20222718268632892 0.59480014443397533 0.0081325918436050432 0.99500000476837169 13.449999809265138 163.94155120849612 1021.3500061035157 13.250000000000002 1015.0499877929689 301.50000000000006 -0.92384436726570118 1009.1499938964845 254.16490173339847 2.0749999284744267 12.34999990463257 4.3500001430511483 0.82138219475746166 0.98321744799613964 -0.80901777744293202 0.86894437670707714 0.76499998569488536 162.88597106933597 9.6500000953674334 0.59907835721969616 32.32500076293946
decision_type=2 2 2 2 2 2 2 2 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 7 5 10 -7 11 9 13 -5 15 -12 14 -9 16 17 -2 19 22 -21 -22 24 -24 26 -20 -10 -6 -3 -4
right_child=1 2 29 4 27 6 -8 8 18 -11 12 -13 -14 -15 -16 -17 -18 -19 25 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.4653383487903643e-05 0.0023260978471842551 -0.0046423365696095066 -0.00079736742414744481 0.0067980176634005011 -0.0067458933654177215 0.0040546344526997359 -0.021724248880689797 -0.0028369126421835355 0.0081773263793047911 -0.0042956141922776926 0.040578695074204474 -0.0086282319254678448 0.011714232737279458 -0.0020620498967717491 0.0093415832985824249 0.00064770046381623344 0.0035424472440392513 0.041212030090391642 -0.011489539444336946 -0.022577277878299357 0.020825574126938591 0.0034062653032540962 0.0073065355952296939 -0.02383472881913978 0.0081195159844198346 -0.0015559481910053651 -0.00037044177592713835 0.00074546872750100421 -0.00141170613380792 0.0035502797703495358
leaf_weight=1284073 21 1661 14279 62 189 1296 22 235 143 2109 31 128 23 1054 258 3274 1047 20 152 20 80 404 21 47 185 401 8993 3345 2244 547
leaf_count=1284073 21 1661 14279 62 189 1296 22 235 143 2109 31 128 23 1054 258 3274 1047 20 152 20 80 404 21 47 185 401 8993 3345 2244 547
internal_value=1.05409e-05 -0.000417954 -0.00108496 0.000112339 0.0015991 0.00469018 0.00362433 -0.000284941 -0.000772644 -0.00259557 0.0168004 0.00124681 0.0282846 -0.000277923 0.00353642 0.00153659 0.00421143 0.0212948 -0.000134638 9.74347e-05 0.00514014 0.00628549 -0.000173257 -0.0142176 -7.07987e-05 -0.00428634 -0.000236649 0.000344827 -0.00278586 -0.000636963
internal_weight=1.32636e+06 42291 18731 23560 4968 1434 1318 18592 14102 3656 116 4490 54 1547 493 4362 1088 41 10446 9893 504 484 9389 68 9321 553 9136 3534 3905 14826
internal_count=1326364 42291 18731 23560 4968 1434 1318 18592 14102 3656 116 4490 54 1547 493 4362 1088 41 10446 9893 504 484 9389 68 9321 553 9136 3534 3905 14826
is_linear=0
shrinkage=0.05


Tree=366
num_leaves=31
num_cat=0
split_feature=112 53 61 67 31 80 71 58 65 87 115 4 79 5 70 116 59 9 113 54 21 80 67 91 115 31 38 23 89 30
split_gain=2.60959 5.10787 4.72125 4.40556 4.17262 6.59234 3.77369 7.68114 6.46361 5.78081 5.10563 4.76133 4.50515 4.05963 5.0654 3.95522 3.91796 3.90791 3.5284 3.68629 3.46987 3.49087 4.69542 4.43582 4.33648 4.11421 4.0527 4.56659 3.82714 3.81611
threshold=0.026175950653851036 1.8149999976158144 0.34316430985927587 0.15500000119209292 1016.3500061035157 302.87699890136724 307.20599365234381 135.27883911132815 14.765000343322756 0.91140371561050426 -0.13052122294902799 2.4500000476837163 39.604999542236335 7.4500000476837167 315.24334716796881 -0.96359375119209278 194.56806945800784 9.6500000953674334 -0.3172925859689712 2.6049998998641972 4.5750000476837167 304.47824096679693 4.2950000762939462 -0.89143428206443776 -0.82409480214118946 1016.8500061035157 15.150000095367433 6.6050000190734872 -0.97788047790527333 1007.5499877929689
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 18 9 8 10 12 -8 -9 -2 14 15 -13 -11 -15 -6 -20 -4 29 23 -23 25 26 27 -24 -25 -22
right_child=1 2 20 4 5 -7 7 11 -10 16 -12 13 -14 17 -16 -17 -18 -19 19 -21 21 22 24 28 -26 -27 -28 -29 -30 -31
leaf_value=2.2805702290997295e-05 -4.2071503050306459e-05 -0.018264963103296318 -0.009360570556957994 -0.0013469043446798028 0.0020916777162736408 -0.010136995448890993 0.00061314723221585167 -0.012521561255885494 0.011332831443532518 -0.032066283126672111 -0.022775557758203443 0.024830704514423145 0.015970071786167949 -0.016028547801432157 0.024271214208923853 0.00084472171549671612 -0.0068611044677552484 0.0067911111445358649 0.0025664304061571047 -0.010224345590230296 0.0021986652497446072 -0.0088074920681090307 0.038990391573558256 0.016599087786915549 0.0020226654440055176 6.5459161386138107e-05 0.0066255931299695342 0.010646391352983536 -0.00033810905993984672 -0.0014515139825676225
leaf_weight=1283660 27167 46 114 1954 284 413 40 27 38 21 56 23 44 21 78 68 58 176 84 171 788 156 30 34 1077 61 56 27 1752 7840
leaf_count=1283660 27167 46 114 1954 284 413 40 27 38 21 56 23 44 21 78 68 58 176 84 171 788 156 30 34 1077 61 56 27 1752 7840
internal_value=1.00138e-05 -0.000374503 -0.001122 -0.00291239 -0.00266937 -0.00538375 2.55379e-05 0.00421632 -0.00612133 -5.53906e-05 -0.0130303 0.00774111 -1.618e-05 0.0092359 0.0149213 0.00690711 -0.0135612 0.00435856 -0.00174164 -0.00601091 -0.000679161 -0.000595439 0.000816985 -0.000721919 0.00320592 0.0105298 0.0161787 0.0255643 -1.56764e-05 -0.00111814
internal_weight=1.32636e+06 42704 14887 2952 2906 952 27817 527 134 27290 96 393 27211 366 169 91 79 197 539 255 11935 11821 3193 1942 1251 174 113 57 1786 8628
internal_count=1326364 42704 14887 2952 2906 952 27817 527 134 27290 96 393 27211 366 169 91 79 197 539 255 11935 11821 3193 1942 1251 174 113 57 1786 8628
is_linear=0
shrinkage=0.05


Tree=367
num_leaves=31
num_cat=2
split_feature=112 53 106 30 67 136 34 86 87 38 94 67 136 12 109 70 31 11 15 38 87 101 15 54 83 79 18 108 31 26
split_gain=2.35854 4.68004 4.40344 8.55102 5.26681 4.1281 4.03092 4.64295 3.6347 6.58591 6.99944 4.22254 4.02363 4.92806 4.77916 3.77544 3.42066 3.31959 4.10084 3.90978 3.66948 3.90169 3.27287 3.24055 3.13292 3.05153 4.11429 5.32884 4.74496 4.53257
threshold=0.061046212911605842 1.8149999976158144 -0.53217080235481251 1007.5499877929689 1.7150000333786013 0 11.250000000000002 0.87233740091323864 0.91140371561050426 10.050000190734865 0.60107323527336132 4.9649999141693124 1 1.3450000286102297 0.72941905260086071 268.14624023437506 1013.0499877929689 14.750000000000002 3.2350000143051152 12.250000000000002 0.85590669512748729 0.97420278191566478 1.4750000238418581 0.25499999523162847 309.28294372558599 3.7350000143051152 7.4149999618530282 -0.97166219353675831 1022.0499877929689 127.50000000000001
decision_type=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 2 2
left_child=-1 8 5 4 -4 -3 22 -8 11 -10 15 25 13 14 -13 -11 -14 18 19 23 21 -21 -5 -15 -18 -2 27 -27 -28 -29
right_child=1 2 3 6 -6 -7 7 -9 9 10 -12 12 16 17 -16 -17 24 -19 -20 20 -22 -23 -24 -25 -26 26 28 29 -30 -31
leaf_value=2.0978435548952893e-05 8.1619465131911766e-05 -0.0023828029453417153 -0.013801529622101722 -0.0082094432626801887 0.0036532365341868742 -0.00012417824518498553 -0.0045530772178040196 -0.012216030684243324 0.012155617664343324 -0.014582090694907932 -0.031247799260876119 0.0093104541629735332 0.0069920804248278156 -0.001421321180338661 0.037959116852531838 0.012501087209040468 -0.00074784147925049873 0.018250514394262944 -0.013249625006745406 -0.0012042830921583684 -0.015865132845938209 0.023214987133230485 0.0038473375159324349 0.018022546807924904 -0.015553603177652399 -0.012370403942323346 -0.0062943460567902523 -0.0067462446268764329 0.016393081362669669 0.0053201325990284024
leaf_weight=1288270 23061 2707 47 76 537 7940 1370 231 29 31 39 37 102 30 24 22 149 41 34 74 30 21 217 75 47 68 580 100 24 351
leaf_count=1288270 23061 2707 47 76 537 7940 1370 231 29 31 39 37 102 30 24 22 149 41 34 74 30 21 217 75 47 68 580 100 24 351
internal_value=9.51315e-06 -0.000378222 -0.00114262 -0.00304098 0.00224849 -0.000700788 -0.00467195 -0.00565873 2.35833e-05 -0.00862126 -0.0151705 6.56803e-05 0.00399929 0.00740634 0.0205821 -0.00334002 -0.000419661 0.00501403 0.00295836 0.00535433 -0.00062045 0.00419366 0.000719981 0.0124672 -0.0042982 -4.23216e-05 -0.00258747 0.000677369 -0.00539286 0.00264466
internal_weight=1.32636e+06 38094 13125 2478 584 10647 1894 1601 24969 121 92 24848 664 366 61 53 298 305 264 230 125 95 293 105 196 24184 1123 519 604 451
internal_count=1326364 38094 13125 2478 584 10647 1894 1601 24969 121 92 24848 664 366 61 53 298 305 264 230 125 95 293 105 196 24184 1123 519 604 451
cat_boundaries=0 1 2
cat_threshold=4099 2578
is_linear=0
shrinkage=0.05


Tree=368
num_leaves=31
num_cat=1
split_feature=88 64 20 136 65 132 5 60 91 85 96 52 72 93 8 67 79 24 2 82 84 93 105 53 90 102 11 4 3 65
split_gain=2.80378 4.95389 5.19788 5.49016 6.34395 5.03605 5.00473 4.66651 4.39306 4.68615 4.29331 5.4177 6.23514 5.31353 5.27634 5.90932 6.83439 6.62986 4.27242 6.59107 5.10019 4.12035 6.04088 5.62349 5.32101 7.81572 4.92412 4.92179 6.55832 6.97342
threshold=0.1842528581619263 31.814999580383304 6.3350000381469735 0 0.25499999523162847 1016.8500061035157 0.35000000894069677 0.86852735280990612 -0.98647424578666676 0.77738803625106823 -0.96477934718132008 0.50499999523162853 0.50654792785644542 0.40162016451358801 0.84999999403953563 5.4449999332427987 12.654999732971193 333.50000000000006 346.50000000000006 320.88371276855474 0.87722647190094005 -0.78466215729713429 -0.97359913587570179 0.064999999478459372 -0.49624903500080103 0.12087833136320116 0.84999999403953563 8.0500001907348651 320.50000000000006 7.0350000858306894
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 21 18 10 -4 8 9 -8 13 12 -12 -6 -14 16 17 -16 19 -5 -21 22 23 -2 -25 -26 -24 -28 -29 -30
right_child=1 -3 6 4 5 -7 7 -9 -10 -11 11 -13 14 -15 15 -17 -18 -19 -20 20 -22 -23 26 24 25 -27 27 28 29 -31
leaf_value=1.9061744516852221e-05 0.030998889374313877 0.0050725438495954648 -0.0051066691129509475 -0.0091675257174415933 -0.0017861104243865431 0.012257213509068467 0.010821053947239145 0.022946961764246227 -0.0015442450462832009 0.00021787257222228448 0.0063258293610921543 -0.00060577890019979802 0.014691836377115628 -0.010617872518242191 -0.0019666244383508237 0.0044743467759811124 -0.0091324562841995829 0.018735913428281493 -0.023948578755645194 0.017221734021809331 -0.0095287318258280209 0.00016774454205554211 0.01391024140362767 -0.001055246088771692 0.029119278780156178 -0.0057074122557727001 1.8541994993681235e-05 0.003423841695876167 0.030807166931941649 -0.004228022021707147
leaf_weight=1301610 32 390 901 259 1643 78 146 20 7412 364 659 7585 57 190 199 313 305 48 34 49 28 2362 87 79 49 24 1095 277 49 20
leaf_count=1301610 32 390 901 259 1643 78 146 20 7412 364 659 7585 57 190 199 313 305 48 34 49 28 2362 87 79 49 24 1095 277 49 20
internal_value=9.03655e-06 -0.000518106 -0.000607597 -5.63471e-05 -0.000617363 -0.000402776 -0.00157514 -0.00117449 -0.00123539 0.00325329 -0.000492555 -5.08008e-05 0.00261176 -0.00270157 -4.28724e-05 -0.00101383 -0.00412579 0.00205654 -0.00705833 -0.00534919 0.00749429 0.00151777 0.00338923 0.0119482 0.00793752 0.0176694 0.00235857 0.00166114 0.00685952 0.020652
internal_weight=1.32636e+06 24754 24364 15521 11447 11077 8843 7942 7922 510 10999 9166 1581 1833 922 865 552 247 370 336 77 4074 1712 184 152 73 1528 1441 346 69
internal_count=1326364 24754 24364 15521 11447 11077 8843 7942 7922 510 10999 9166 1581 1833 922 865 552 247 370 336 77 4074 1712 184 152 73 1528 1441 346 69
cat_boundaries=0 1
cat_threshold=3138
is_linear=0
shrinkage=0.05


Tree=369
num_leaves=31
num_cat=0
split_feature=88 12 56 52 110 125 102 112 15 86 126 39 14 116 93 2 74 27 57 72 92 65 87 5 81 53 59 54 100 122
split_gain=2.55844 5.27684 6.87399 6.2724 5.53066 6.34322 5.1784 4.95072 4.94659 8.8752 5.56099 4.81987 4.4884 4.46207 4.69378 4.81241 4.25639 4.21191 4.17159 4.11814 4.17232 5.68458 4.82335 4.04288 4.03838 6.92553 4.72203 4.033 5.27976 4.67849
threshold=1.0000000180025095e-35 1.9650000333786013 111.71417617797853 5.0350000858306894 0.0081325918436050432 0.47714059054851538 0.94363194704055797 -0.53727915883064259 2.0349999666213994 0.88404104113578807 0.8038262426853181 9.7500000000000018 3.5449999570846562 0.46173103153705602 -0.43144863843917841 348.50000000000006 0.47002777457237249 318.50000000000006 195.36028289794925 0.80731612443923961 0.92731046676635753 2.3349999189376835 0.85176625847816478 12.949999809265138 251.29553985595706 0.034999999217689044 297.90832519531256 0.86500000953674328 -0.90346401929855336 -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=-1 4 8 -4 24 -6 11 17 -3 10 19 -7 -11 -12 15 -15 -16 -8 -19 20 21 -10 -23 -5 -2 -26 -27 28 -9 -30
right_child=1 2 3 23 5 6 7 27 9 12 13 -13 -14 14 16 -17 -18 18 -20 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=2.1187187724838033e-05 -0.0011383665509761285 0.001937062154041579 0.0024676099787659667 -0.00150978564085996 -0.0019749036692498024 0.0057549243706625664 -0.0045471948210030928 0.007554031163454056 0.012446613382134174 -0.0073531466115572021 -0.014696585590071563 -0.00032385933019281891 0.0077968589352587093 0.016088154869383944 -0.013540216290857644 -0.0050441182018922913 0.0025457280586378885 0.021805776426834719 -0.0011002758560884421 -0.0094289342919138541 0.0064629841178517654 0.00073142441832421982 -0.012627796785452471 0.013853232184192167 0.01219507380212833 0.0013204665890125073 -0.0074439100181660474 0.0047470485791563993 0.00030368810350244694 -0.020638530128534963
leaf_weight=1284073 2434 898 4920 1601 10463 334 219 26 45 817 36 13775 52 117 44 35 629 35 46 206 135 121 153 44 143 4596 159 36 33 139
leaf_count=1284073 2434 898 4920 1601 10463 334 219 26 45 817 36 13775 52 117 44 35 629 35 46 206 135 121 153 44 143 4596 159 36 33 139
internal_value=8.58472e-06 -0.000374061 0.000639327 0.00157396 -0.000681877 -0.0010347 -0.000362883 -0.00519603 -0.0012268 -0.00241557 -0.000112508 -0.000179957 -0.00644659 0.00253448 0.00328638 0.0112222 0.00149405 -0.000944154 0.0087974 -0.00356562 -0.000905176 -0.00402336 -0.00672829 -0.00109886 0.00052624 0.00135345 0.0010274 -0.0106472 -0.0134461 -0.0166205
internal_weight=1.32636e+06 42291 9853 6565 32438 25106 14643 534 3288 2390 1521 14109 869 861 825 152 673 300 81 660 454 319 274 1645 7332 4898 4755 234 198 172
internal_count=1326364 42291 9853 6565 32438 25106 14643 534 3288 2390 1521 14109 869 861 825 152 673 300 81 660 454 319 274 1645 7332 4898 4755 234 198 172
is_linear=0
shrinkage=0.05


Tree=370
num_leaves=31
num_cat=1
split_feature=2 124 83 28 8 136 42 39 127 71 31 79 127 17 121 15 20 52 65 76 74 52 54 15 34 2 68 31 54 114
split_gain=2.97132 6.41437 12.4689 11.325 7.09853 7.65111 6.61312 6.01897 5.90776 6.56318 5.35006 6.783 5.8528 5.7851 5.62351 5.54604 5.54572 5.02764 5.33781 7.89763 4.94296 6.27301 5.74935 5.6039 6.43829 4.81309 6.48195 4.77421 4.60748 6.43064
threshold=285.50000000000006 0.49240480363368994 292.32136535644537 1017.0499877929689 3.0499999523162846 0 8.9499998092651385 7.5499999523162851 -0.99535831809043873 315.57821655273443 1019.4500122070314 14.815000057220461 0.66259482502937328 14.039999961853029 0.095842104405164733 1.1250000000000002 8.4449996948242205 0.34499999880790716 0.92500001192092907 15.954999923706056 0.93845981359481823 16.644999504089359 1.6549999713897707 2.2749999761581425 12.250000000000002 1.0000000180025095e-35 290.75714111328131 1018.9500122070314 0.53499999642372142 -0.9099266231060027
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 -1 -3 4 17 -6 -5 -7 9 -9 11 12 16 14 -12 -14 -8 -4 19 -19 -2 22 -22 -24 -25 26 -10 -26 29 -20
right_child=20 2 3 6 5 7 10 8 25 -11 13 -13 15 -15 -16 -17 -18 18 28 -21 21 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=-8.7151593249898116e-06 -7.3878877432231703e-05 9.5155202401977156e-05 -0.0071643437822349375 0.00063943888640058671 0.0055680508463040804 -0.018140029431217248 0.00034259899490280077 0.01603415202863737 0.03966215507127345 -0.014671637471765281 -0.0057601330735558296 -0.011969914941445871 -0.0021959816628814113 0.0023571228409048836 -0.018239573206550345 0.014078446749595429 -0.027061468599519384 -0.0075604780950605773 0.036107114432379607 0.02171663145720959 0.0039646707001715761 0.00037521706030978533 -7.0396678722973645e-06 -0.0043572991119807296 -0.015854600023533099 0.0020480505212583824 0.0029142811366667351 0.00032451648989485375 0.0011000033284317414 0.0059703753309403003
leaf_weight=538530 653802 97300 200 18414 2272 36 80 134 20 20 281 85 81 129 133 148 24 293 20 25 164 1116 283 470 293 7398 30 54 3531 154
leaf_count=538530 653802 97300 200 18414 2272 36 80 134 20 20 281 85 81 129 133 148 24 293 20 25 164 1116 283 470 293 7398 30 54 3531 154
internal_value=-6.55158e-06 6.75694e-05 0.000381629 0.00121349 0.00228975 0.00302125 0.000428411 0.00225343 0.00235297 0.0120464 -0.00361516 0.000636903 0.00385486 -0.00688838 -0.00976923 0.00832199 -0.00598142 0.000573175 0.000957839 -0.00525882 -8.21586e-05 -0.00235666 -0.00476866 -0.00607072 -0.00817112 0.00215254 0.0176134 -0.0133368 0.00149141 0.00943437
internal_weight=1.32552e+06 669338 130808 33508 14133 9910 19375 7638 7602 154 961 418 333 543 414 229 104 4223 4023 318 656182 2380 1264 1100 817 7448 50 347 3705 174
internal_count=1325520 669338 130808 33508 14133 9910 19375 7638 7602 154 961 418 333 543 414 229 104 4223 4023 318 656182 2380 1264 1100 817 7448 50 347 3705 174
cat_boundaries=0 1
cat_threshold=326
is_linear=0
shrinkage=0.05


Tree=371
num_leaves=31
num_cat=0
split_feature=87 97 123 7 65 7 37 33 97 77 38 120 39 39 85 79 38 85 60 39 123 55 31 66 38 34 7 38 89 66
split_gain=2.8092 5.24417 6.67675 3.36153 6.37345 3.76964 4.71968 5.68693 6.67668 4.61562 3.68464 4.26768 3.67674 4.99362 4.47296 4.48075 3.76571 3.55044 3.73678 3.48466 3.63525 3.4693 3.425 3.22775 3.16464 3.00471 2.98391 3.35004 3.04633 2.91281
threshold=0.92059138417243969 -0.15666212886571881 0.026175950653851036 4.2500000000000009 3.1750000715255742 10.250000000000002 17.550000190734867 16.150000572204593 -0.73066183924674977 19.304999351501468 8.9499998092651385 -0.67556449770927418 10.050000190734865 9.7500000000000018 0.918266922235489 29.445000648498539 10.250000000000002 0.87196427583694469 0.53563207387924205 9.3499999046325701 -0.60873827338218678 4.5050001144409189 1020.2500000000001 20.404999732971195 12.750000000000002 13.750000000000002 9.5500001907348651 9.4499998092651385 -0.2342359125614166 3.1750000715255742
decision_type=2 2 2 2 2 2 2 2 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 24 17 6 7 26 -9 29 11 -7 13 19 16 25 -14 -5 22 23 -21 -11 -19 -12 -2 -16 27 -6 -28 -8
right_child=1 2 -4 4 5 10 9 8 -10 21 12 -13 14 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=1.97512620840198e-07 -0.0031991876066249539 -0.0110491359383276 0.0075911044244033601 0.0024316442548175062 0.019123445477868831 -0.021912055276334289 -0.017564027032349258 -0.0067622858976509664 -0.039985863137990241 0.023315956809557975 0.022169803837804418 0.0012412267155013979 -0.013469628617167474 0.02388645358044993 -0.0010108905237619624 -0.0077546872734993019 0.0040020182743575805 -0.0052740031834328602 0.00025846206332719607 -0.011906505670727215 0.010665277683486542 0.0026142545414211994 0.014580388587306849 -0.0026459386106580498 0.0011808471441887092 0.017467322933953255 -0.007881792299974549 -0.00095672689487148732 0.0084501752036885598 0.0030586426890799544
leaf_weight=1315290 476 241 60 238 21 34 20 62 20 50 38 48 32 44 66 210 851 1715 415 44 30 34 22 20 3086 33 265 1904 32 119
leaf_count=1315290 476 241 60 238 21 34 20 62 20 50 38 48 32 44 66 210 851 1715 415 44 30 34 22 20 3086 33 265 1904 32 119
internal_value=-6.2219e-06 -0.000831578 -0.00733347 -0.000634472 -0.00132259 -9.62526e-05 -0.00126232 -0.00193458 -0.0148656 0.00568332 0.00193592 -0.00835891 0.00255301 0.00929892 0.00155697 -0.00362065 0.00336884 -0.00336324 -0.00400413 0.00443641 -0.00275578 0.0149367 -0.00502254 0.0136127 0.000595531 0.00514851 -0.00145737 -0.00073767 -0.00612212 9.13521e-05
internal_weight=1.32552e+06 10230 301 9929 6367 3977 2527 2304 82 223 1450 82 1368 176 1192 309 883 2390 2152 132 74 84 1737 58 3562 99 2222 1925 297 139
internal_count=1325520 10230 301 9929 6367 3977 2527 2304 82 223 1450 82 1368 176 1192 309 883 2390 2152 132 74 84 1737 58 3562 99 2222 1925 297 139
is_linear=0
shrinkage=0.05


Tree=372
num_leaves=31
num_cat=2
split_feature=2 78 32 124 83 29 8 26 136 31 39 95 39 116 39 52 40 57 82 57 101 98 34 84 63 135 136 52 34 39
split_gain=2.67207 5.98418 6.88654 5.27423 10.314 8.70077 7.01814 6.68226 5.87462 6.53671 5.74749 5.62034 5.91665 5.26167 5.23712 5.2367 6.08667 5.20183 5.19561 5.15913 5.78627 5.63112 5.19131 5.12392 6.34227 5.99095 5.09518 7.78266 6.22836 5.05937
threshold=285.50000000000006 27.125000000000004 11.050000190734865 0.49240480363368994 292.32136535644537 1015.6499938964845 2.9500000476837163 335.50000000000006 0 1016.7500000000001 9.8499999046325701 -0.71525645256042469 11.34999990463257 0.99140709638595592 10.650000095367433 1.0249999761581423 8.9499998092651385 260.10104370117193 319.87606811523443 310.04241943359381 0.84314543008804332 -0.45668251812458033 9.4499998092651385 0.89714345335960399 0.38716699182987219 1012.8500061035157 1 15.025000095367433 9.4499998092651385 13.250000000000002
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 1 2 2 2
left_child=1 3 26 -1 -5 8 7 15 10 18 -6 19 -13 14 -4 29 -17 -16 -10 20 22 -22 -8 -19 -25 -26 -3 28 -28 -7
right_child=-2 2 13 4 5 6 11 -9 9 -11 -12 12 -14 -15 17 16 -18 23 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-3.6131480701980232e-05 -7.7609587372558518e-05 0.0012508900398563662 -0.0032488221012961561 6.3922304317745932e-05 0.017701311238730946 -0.0067061819368379426 -0.0061505875464343863 -0.013301799490299322 0.0015315990321696313 0.0087038114932686868 0.0037108335861757943 -0.00096103393472219594 0.0013278637739720094 0.0074008554533936642 0.001629924523072198 0.00031991623772928347 -0.0072687841565597672 0.00015903220449052112 -0.0035381961194489286 -0.011571540416168449 0.01958596160990142 -0.001895770777103513 0.00379121749010379 -0.0088047006142343513 0.0011647247396827027 -0.010413563383950129 -0.0019337253401085657 0.0015898671355746878 0.0094932305009606689 0.0036366096399630095
leaf_weight=516402 656182 4463 1024 96349 75 588 141 107 4787 290 3462 3812 10886 259 5901 4692 280 9745 565 56 105 43 1910 366 648 135 141 1185 773 148
leaf_count=516402 656182 4463 1024 96349 75 588 141 107 4787 290 3462 3812 10886 259 5901 4692 280 9745 565 56 105 43 1910 366 648 135 141 1185 773 148
internal_value=-5.91081e-06 6.43787e-05 0.000829107 3.51512e-05 0.00032207 0.00110062 0.000576693 -0.000922188 0.00240018 0.00139009 0.0039962 0.00109082 0.000734227 0.000325499 0.000222658 -0.000690124 -0.000107444 0.000434316 0.000996391 0.00341507 0.00379673 0.0133446 0.00310775 -0.000213314 -0.00337129 -0.000831532 0.00221652 0.00424353 0.00773043 -0.00462638
internal_weight=1.32552e+06 669338 24640 644698 128296 31947 22768 5815 9179 5642 3537 16953 14698 18078 17819 5708 4972 16795 5352 2255 2199 148 2051 10894 1149 783 6562 2099 914 736
internal_count=1325520 669338 24640 644698 128296 31947 22768 5815 9179 5642 3537 16953 14698 18078 17819 5708 4972 16795 5352 2255 2199 148 2051 10894 1149 783 6562 2099 914 736
cat_boundaries=0 1 2
cat_threshold=342 176
is_linear=0
shrinkage=0.05


Tree=373
num_leaves=31
num_cat=0
split_feature=37 56 32 28 23 93 74 55 68 125 67 21 2 65 80 103 18 120 31 32 116 77 28 13 76 16 132 31 76 72
split_gain=2.65641 7.3131 8.28439 7.59752 9.00969 6.67091 8.75701 5.9506 6.61978 6.35664 5.60384 15.1335 11.4136 10.5013 6.76206 8.90712 6.68344 9.08007 8.11385 6.5673 16.6033 9.91015 9.66551 7.44628 9.47356 6.63405 8.33913 8.69671 12.3836 11.6097
threshold=12.449999809265138 295.10978698730474 10.050000190734865 1018.9500122070314 5.5250000953674325 0.59475386142730724 0.38494317233562475 0.15500000119209292 283.07441711425787 0.97233289480209362 8.305000305175783 6.5050001144409189 326.50000000000006 18.464999198913578 321.93188476562506 0.6491716504096986 9.5450000762939471 -0.44618082046508784 1018.3500061035157 12.550000190734865 0.76037701964378368 4.6250000000000009 1017.0499877929689 1.4450000524520876 2.5149999856948857 13.344999790191652 1014.6499938964845 1018.1499938964845 11.184999942779543 0.93814134597778331
decision_type=2 2 2 2 2 2 2 2 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 4 7 -6 -7 -4 9 -9 13 12 14 -2 16 -16 18 -18 -12 20 22 -21 23 -13 -25 26 27 28 -23 -30
right_child=10 2 3 -5 5 6 -8 8 -10 -11 11 19 -14 -15 15 -17 17 -19 -20 21 -22 25 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-3.0290664152868887e-05 -4.066614910992339e-05 0.00031233953680307987 0.0070424810645573592 -0.00017383303024276532 -0.0013094289782569866 -0.013072755113201336 -0.002895936335545626 -0.0045294995541422583 0.0013835702356729852 -0.032966736987942745 -0.0013676217175046133 0.0062141912848595205 0.003315244019365898 0.0019365511768270169 -0.00061690359636386197 0.0047549289864123306 0.002389194327762034 -0.00026842150005862512 0.0039408969690070241 0.00083872893208364579 0.0037846944183341532 -0.0018925792226428834 -0.0004096891449576008 -0.0055982623593036672 0.0012042761246406465 0.00027989967680318252 0.0020544428728932946 0.0002546562242322007 -9.6585378295100212e-05 -0.0080943196485344301
leaf_weight=368757 705369 15537 372 14681 13125 218 6965 306 1782 21 6221 710 5806 6780 1180 2230 6958 5973 814 23158 3807 23044 20566 529 15753 31950 2836 16870 22739 463
leaf_count=368757 705369 15537 372 14681 13125 218 6965 306 1782 21 6221 710 5806 6780 1180 2230 6958 5973 814 23158 3807 23044 20566 529 15753 31950 2836 16870 22739 463
internal_value=-5.6148e-06 -0.000109228 -0.000658376 -0.00106088 -0.00163234 -0.00197983 -0.0032048 0.00121201 0.000183591 -0.00635574 4.27393e-05 0.00028277 0.00133111 -2.18421e-05 0.000838304 0.00289605 0.00048686 0.00116161 -0.000753388 9.44204e-05 0.000638323 -9.14257e-05 0.000319396 0.00120183 0.000983263 -0.000311447 -0.000597921 -0.0007171 -0.00107159 -0.000256182
internal_weight=1.32552e+06 421764 53007 37470 22789 20308 7183 2481 2109 327 903756 191607 29182 712149 23376 3410 19966 12931 7035 162425 41365 121060 37558 16992 16282 97902 65952 63116 46246 23202
internal_count=1325520 421764 53007 37470 22789 20308 7183 2481 2109 327 903756 191607 29182 712149 23376 3410 19966 12931 7035 162425 41365 121060 37558 16992 16282 97902 65952 63116 46246 23202
is_linear=0
shrinkage=0.05


Tree=374
num_leaves=31
num_cat=0
split_feature=90 55 94 15 1 60 37 65 53 120 20 126 78 92 31 62 127 118 95 8 73 66 75 55 94 2 78 85 67 41
split_gain=2.5968 5.90181 5.6436 3.80929 3.62232 4.77391 4.23273 3.86877 3.58575 4.88837 7.01635 4.59904 5.2994 3.51502 3.74437 3.41227 4.13025 3.33459 4.19398 3.28995 3.27127 3.67483 4.58589 3.93969 3.80301 5.98041 3.87776 4.25218 3.86643 4.55722
threshold=0.80021443963050853 5.9349999427795419 0.076552230864763274 3.2949999570846562 261.50000000000006 0.3769011795520783 12.250000000000002 1.8550000190734866 0.90500000119209301 -0.86159634590148915 5.3350000381469735 0.608738273382187 26.704999923706058 -0.96376433968543995 1019.6499938964845 0.33207048475742346 0.94260558485984813 0.84335932135581981 -0.63181710243225087 10.34999990463257 0.54024797677993786 2.1750000715255742 0.65729254484176647 4.2550001144409189 -0.49120213091373438 331.50000000000006 17.515000343322757 0.89801049232482921 1.5549999475479128 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 2 3 13 6 8 15 -8 9 -6 -11 -12 -13 14 19 16 -4 18 -3 -2 21 23 -23 24 25 28 27 -26 29 -15
right_child=1 17 4 -5 5 -7 7 -9 -10 10 11 12 -14 20 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-1.0956717705293806e-06 -0.0040792857971134501 -0.0047984507751361646 -0.0096685710695382319 0.017178890471827361 -0.0182753874338232 0.0010077059377761718 -0.0035567695616579085 0.0055125761145129945 -0.010578100497368723 0.013193123063044342 0.015407086947284963 -0.015931028825230897 0.0015848953546466012 0.015148456605271919 0.011640103976947792 -0.021311605594948765 0.0084892679875095689 0.022121537801238798 0.010624938837461892 -0.017126841493882241 -0.0013596933099191209 0.0042088290310313562 0.02075552632301754 -0.016056721282503156 -0.0011640046101227333 0.027018117223633453 0.0094072445731957915 -0.021173532014446602 -0.0079339808748605158 -0.0047562743875790734
leaf_weight=1320676 352 74 103 31 48 199 214 261 445 66 23 100 76 83 33 36 45 31 109 56 1388 234 51 34 513 32 83 28 52 44
leaf_count=1320676 352 74 103 31 48 199 214 261 445 66 23 100 76 83 33 36 45 31 109 56 1388 234 51 34 513 32 83 28 52 44
internal_value=-5.33406e-06 -0.00116089 -0.00153611 -0.000257884 -0.00392012 -0.00588452 -0.00106742 0.0014266 -0.00769395 -0.00359348 -0.00093412 -0.00561954 -0.00836733 -0.00043909 -0.00455984 -0.00750578 -0.00414761 0.00695701 0.00438816 -0.00587013 0.000275799 0.00224293 0.00716982 0.000627086 0.00130643 0.00710928 -0.000655756 -0.00219962 0.00355016 0.00825233
internal_weight=1.32552e+06 4844 4630 3014 1616 957 659 475 758 313 265 199 176 2983 441 184 148 214 183 408 2542 1154 285 869 835 211 624 541 179 127
internal_count=1325520 4844 4630 3014 1616 957 659 475 758 313 265 199 176 2983 441 184 148 214 183 408 2542 1154 285 869 835 211 624 541 179 127
is_linear=0
shrinkage=0.05


Tree=375
num_leaves=31
num_cat=1
split_feature=88 135 52 93 14 64 122 21 52 72 28 122 71 98 78 70 123 91 35 94 39 60 30 136 99 78 107 68 86 8
split_gain=2.7845 5.24842 5.01804 5.42817 7.73814 4.94828 4.63932 6.22706 4.40806 7.73382 4.14675 4.05371 5.65241 4.95803 4.68979 4.30606 6.12465 3.96765 3.85195 5.78546 4.97237 4.09659 3.67665 3.61607 5.28293 4.06425 4.6606 3.66859 6.55337 4.47762
threshold=0.1842528581619263 1018.9500122070314 0.14500000327825549 0.56827634572982799 0.86500000953674328 33.504999160766609 -0.99353402853012074 5.2249999046325692 0.78499999642372142 0.83029583096504223 1011.5499877929689 -0.81408452987670887 269.18727111816412 -0.84490919113159169 3.5949999094009404 327.34066772460943 -0.16504132002592084 -0.99188214540481556 9.0500001907348651 -0.41276477277278895 8.4499998092651385 0.51163700222969066 1017.8500061035157 0 -0.66979464888572682 13.585000038146974 -0.84916105866432179 316.56752014160162 0.81423380970954906 4.8500001430511483
decision_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 2 6 8 -5 -6 7 -2 9 18 -11 12 13 -8 -14 17 -17 -13 19 -4 -20 23 -18 24 25 26 -22 -25 29 -29
right_child=1 -3 3 4 5 -7 11 -9 -10 10 -12 15 14 -15 -16 16 22 -19 20 -21 21 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=1.1037337014988861e-05 0.0033811167718588633 0.016349780126272338 0.024447381828466189 -0.013197610460199594 -0.002609686461040948 0.007705229577287788 0.0069707006494475841 0.03388340350378443 -0.00077891327869003156 0.0032015319215133787 -0.011718500174080944 -0.0077281941606312009 0.0054603653601728959 -0.015459940438309023 -0.01914067751311354 -0.028686006289596361 0.0094642042337606362 0.0055360713819672747 -0.019209296423299563 0.0017469084507966829 0.004843333903700113 -0.015190423776706062 -0.016582489311695099 0.00073846656348280503 -0.012051400353777268 0.0039292202439419064 0.034801299381699118 0.0030176688797580891 0.0022380584230083014 0.024327355603784767
leaf_weight=1301217 44 46 46 168 2475 122 120 27 17084 64 171 61 26 31 76 24 42 744 29 72 20 36 20 2724 21 43 37 39 338 67
leaf_count=1301217 44 46 46 168 2475 122 120 27 17084 64 171 61 26 31 76 24 42 744 29 72 20 36 20 2724 21 43 37 39 338 67
internal_value=1.03121e-06 -0.000523615 -0.000554949 -0.000716572 -0.00279788 -0.00212512 0.00257854 0.0149806 -0.000439778 0.00112315 -0.00765517 0.00180883 -0.00377666 0.00236573 -0.0128698 0.00339484 -0.00723974 0.00453095 0.00171731 0.0105962 0.00140493 0.00158472 0.00106205 0.00176834 0.00992666 0.0155347 0.0242897 0.00142092 0.00563983 0.016487
internal_weight=1.32603e+06 24817 24771 23556 2765 2597 1215 71 20791 3707 235 1144 253 151 102 891 86 805 3472 118 3354 3325 62 3289 121 100 57 3168 444 106
internal_count=1326034 24817 24771 23556 2765 2597 1215 71 20791 3707 235 1144 253 151 102 891 86 805 3472 118 3354 3325 62 3289 121 100 57 3168 444 106
cat_boundaries=0 1
cat_threshold=4098
is_linear=0
shrinkage=0.05


Tree=376
num_leaves=31
num_cat=0
split_feature=88 135 54 64 32 60 36 56 100 67 104 80 11 63 84 15 99 93 53 36 1 33 106 104 24 82 35 52 70 91
split_gain=2.51301 4.7367 4.61759 4.79602 4.84211 4.39274 5.53243 5.28438 5.08592 4.51353 5.50246 4.12362 4.09548 4.12696 6.48666 5.43262 4.55522 3.9534 4.97536 4.86086 4.64049 4.6175 4.27687 3.94018 4.1645 6.48913 4.79576 6.36831 4.13083 4.80964
threshold=0.1842528581619263 1018.9500122070314 0.37500000000000006 25.125000000000004 18.750000000000004 0.42945761978626257 10.949999809265138 111.71417617797853 -0.065203063189983354 0.24499999731779101 -0.99835732579231251 317.01971435546881 19.44999980926514 0.32194405794143682 0.91239652037620556 2.3449999094009404 -0.69311752915382374 -0.74963435530662526 0.18500000238418582 17.44999980926514 328.50000000000006 15.949999809265138 -0.99712306261062611 -0.73316264152526844 272.50000000000006 255.28399658203128 15.449999809265138 0.89499998092651378 280.04743957519537 -0.13898239284753797
decision_type=2 2 2 2 2 2 2 2 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 11 17 -8 10 -9 -7 13 14 -4 16 -16 18 -2 21 -20 -19 -21 24 -15 -26 -27 -28 -29 -30
right_child=1 -3 12 -5 -6 6 8 9 -10 -11 -12 -13 -14 23 15 -17 -18 19 20 22 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=1.0485470335719655e-05 0.012766465178823898 0.015532291289191168 -0.0018919589149946213 0.015514505840837956 0.012768101097796769 0.025412834046239202 0.0002187208661550208 0.020450841616839174 -0.016288253401504145 0.0042571702285550397 -0.0073956393361296266 -0.0048660913684769819 0.019045983845941153 -0.00083958197341270704 0.0075589749206685366 -0.0063618391286581755 0.029040979623780862 -0.0023314257582501261 -0.0069861282038421015 0.0026890839450061325 0.014317527769462152 0.01160163542663213 -0.019144221202625586 -0.0014529608338183313 0.013524474993034781 0.00031384913296840571 0.018272980628650036 -0.0011697569289388008 0.0096756101918325926 -0.001484551554375295
leaf_weight=1301217 105 46 8099 58 85 22 79 20 114 1311 157 23 26 3980 90 48 34 839 103 32 34 64 75 4592 107 3820 76 327 311 140
leaf_count=1301217 105 46 8099 58 85 22 79 20 114 1311 157 23 26 3980 90 48 34 839 103 32 34 64 75 4592 107 3820 76 327 311 140
internal_value=9.79652e-07 -0.000497434 -0.000527201 0.00127079 0.00100108 0.000665214 -0.0058505 0.00123118 -0.00953151 0.00324533 -0.00424914 0.00993694 -0.000786395 -0.00081024 -0.0016879 0.00792054 0.0134492 -0.00116264 0.00457729 -0.00253795 -0.00169909 -0.00134392 -0.0126146 -0.000266606 0.000355211 0.00134983 0.00107112 0.00445845 0.00310896 0.00621126
internal_weight=1.32603e+06 24817 24771 3121 3063 2978 238 2740 193 1488 177 45 21650 21624 8271 172 124 1252 242 1010 137 903 107 13353 8761 4781 4674 854 778 451
internal_count=1326034 24817 24771 3121 3063 2978 238 2740 193 1488 177 45 21650 21624 8271 172 124 1252 242 1010 137 903 107 13353 8761 4781 4674 854 778 451
is_linear=0
shrinkage=0.05


Tree=377
num_leaves=31
num_cat=0
split_feature=124 76 36 15 35 54 29 31 81 103 40 54 87 114 61 83 32 84 86 28 69 103 4 64 66 30 63 31 28 69
split_gain=2.50673 6.52233 14.9782 9.35646 5.68183 8.792 6.83348 10.0529 10.6224 9.95127 7.73127 7.24768 7.142 5.93514 5.79106 7.44437 6.37888 5.56164 5.55214 5.86147 5.25057 5.14093 5.01914 4.91353 5.42499 4.83881 4.79408 4.66176 5.70353 6.03163
threshold=0.94260558485984813 14.385000228881838 11.750000000000002 1.575000047683716 12.84999990463257 3.3549998998641972 1011.8500061035157 1015.0499877929689 351.41822814941412 0.4360585361719132 10.449999809265138 0.10500000044703485 0.87473464012146007 -0.026175950653851029 0.39269118010997778 342.08094787597662 11.650000095367433 0.92005252838134777 0.81904861330986034 1019.7500000000001 294.53930664062506 0.78985619544982921 3.7500000000000004 0.59499999880790722 2.1250000000000004 1010.2500000000001 0.24719630181789401 1013.3500061035157 1012.1499938964845 299.48002624511724
decision_type=2 2 2 2 2 2 2 2 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 25 6 20 9 8 17 11 13 -3 -10 -11 15 18 22 -8 19 21 -6 -9 -17 -20 26 -4 -25 -22 -29 -30
right_child=1 2 3 -5 5 -7 7 14 12 10 -12 -13 -14 -15 -16 16 -18 -19 23 -21 27 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-2.2456447126736596e-05 4.0389820383487959e-05 -0.021377368178218604 -0.011442183336133466 0.0018313069925058321 0.014509401009874294 -0.0056615745355122786 0.0042189901761392314 -0.0070023806151717563 0.0060765568097122013 -0.0056311324543053855 0.025058906851336361 0.0061061027762855623 -0.015625721484911245 -0.025470206152217897 0.00014689656184073492 -0.025308470232855707 0.008736588845799682 -0.014602671845932492 0.0058210477824416958 0.0062016011686429531 0.010366701028154542 0.012564844365876454 -0.00025056224484357436 -0.0223566451220234 -0.0043177003453998891 0.0077764693930406584 -0.0081350129141734544 -0.016319821696988372 -0.019299731849293626 0.0048857103196474228
leaf_weight=1188486 112461 26 34 10671 148 203 2090 241 55 1130 20 310 122 39 5561 21 237 40 99 255 192 39 413 76 1508 892 269 43 28 325
leaf_count=1188486 112461 26 34 10671 148 203 2090 241 55 1130 20 310 122 39 5561 21 237 40 99 255 192 39 413 76 1508 892 269 43 28 325
internal_value=9.3067e-07 0.000203007 0.000931996 0.00224967 -0.000200775 0.00355081 -0.000481449 -4.75612e-05 0.0028875 -0.00361853 -0.00576563 0.00397941 -0.00888208 -0.006293 -0.000824162 -0.00253412 0.00213951 0.00386553 -0.00379508 0.000717502 0.00609172 -0.00427695 -0.00146304 -0.00503188 -0.00561172 0.00707082 -0.0112679 0.00397299 0.000873008 0.00296732
internal_weight=1.32603e+06 137548 25087 11597 13490 939 12551 11026 2307 1525 1189 336 177 1169 8719 3158 671 2130 2487 535 736 280 434 1952 1853 926 345 588 396 353
internal_count=1326034 137548 25087 11597 13490 939 12551 11026 2307 1525 1189 336 177 1169 8719 3158 671 2130 2487 535 736 280 434 1952 1853 926 345 588 396 353
is_linear=0
shrinkage=0.05


Tree=378
num_leaves=31
num_cat=0
split_feature=131 37 60 36 133 55 131 19 89 103 68 23 39 97 93 52 134 81 65 54 58 134 19 64 31 71 60 52 54 76
split_gain=2.46557 5.82644 5.9744 4.83446 10.1422 4.69262 4.26967 5.55707 4.06186 4.10747 4.03639 3.88267 3.73861 3.67978 3.5359 5.01442 4.27586 3.46175 4.77942 6.92418 4.39992 3.91234 3.07315 14.7535 12.9075 7.06637 6.92412 6.37182 5.49576 10.9765
threshold=333.50000000000006 16.44999980926514 0.42726741731166845 10.550000190734865 1016.5499877929689 2.7749999761581425 323.50000000000006 8.0099999904632586 -0.84491056203842152 -0.85343459248542775 182.23811340332034 4.6949999332427987 17.250000000000004 -0.79296854138374318 -0.92889007925987233 23.974999427795414 1008.0499877929689 328.61145019531256 8.5950002670288104 4.8650000095367441 295.75077819824224 1014.3500061035157 7.4149999618530282 1.8049999475479128 1018.1499938964845 282.45454406738287 0.33227202296257025 1.1250000000000002 0.41499999165534979 8.0650000572204608
decision_type=2 2 2 2 2 2 2 2 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 12 4 5 -2 22 8 13 -10 -5 -12 -3 -8 -13 16 -16 -9 21 -20 -21 -19 23 28 25 -25 -27 -26 29 -1
right_child=1 2 -4 10 -6 -7 7 17 9 -11 11 14 -14 -15 15 -17 -18 18 19 20 -22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-5.245236218793354e-06 -0.0047512044626232359 -0.015646110300189083 6.5055114816355174e-05 0.022890855657698758 0.0040276726218982997 -0.016900558049886306 -0.0099108769378153157 -0.00015046862372263768 0.019980325212790855 -0.0023352306682894782 -0.0088226063477622532 -0.0013478254139268405 0.0035565552692259517 -0.0016442912619207776 -0.016684216413913027 -0.00036105847561153603 0.0029117107339861337 0.0047161079094033033 0.01745479577828361 -0.018904594690538942 0.0013225930547000977 -0.014002060720350784 -2.6565579886453249e-05 0.00068680343642414437 0.0018210234305660823 0.00086747787231071993 0.0029956067054342419 -0.001857282780282808 -0.00071992139545158575 0.002432544578443694
leaf_weight=96342 309 139 244 22 314 107 385 5669 21 1141 91 912 31 207 28 1698 4799 34 46 40 82 156 1146858 13934 1558 6029 10442 4819 24727 4850
leaf_count=96342 309 139 244 22 314 107 385 5669 21 1141 91 912 31 207 28 1698 4799 34 46 40 82 156 1146858 13934 1558 6029 10442 4819 24727 4850
internal_value=8.84135e-07 0.000840133 -0.00494851 0.00112956 -0.00275588 -0.00787616 -4.65462e-06 -0.00117244 -0.00364935 -0.00193194 0.00150524 0.00144275 -0.0121444 -0.00702036 0.00156835 0.00197595 0.00279804 -0.0004516 -0.00522007 0.000923747 -0.00530927 -0.0106525 2.284e-06 0.000205641 0.00108659 0.00151554 0.00221663 -0.000958616 -5.16919e-05 0.000111595
internal_weight=1.32603e+06 8694 414 8280 730 416 1.31734e+06 7781 1754 1162 7550 7528 170 592 7437 6525 4827 6027 358 168 122 190 1.30956e+06 162701 36782 30405 16471 6377 125919 101192
internal_count=1326034 8694 414 8280 730 416 1317340 7781 1754 1162 7550 7528 170 592 7437 6525 4827 6027 358 168 122 190 1309559 162701 36782 30405 16471 6377 125919 101192
is_linear=0
shrinkage=0.05


Tree=379
num_leaves=31
num_cat=4
split_feature=1 127 68 21 136 93 52 92 111 136 120 33 35 68 136 29 28 83 66 61 63 136 67 36 58 15 29 95 93 74
split_gain=2.47862 6.19186 10.7709 8.18206 11.8464 7.4005 6.04477 9.37163 12.9931 10.3074 10.2401 10.0517 8.77631 10.3385 8.59199 9.85475 8.05982 7.70395 7.67125 11.0609 10.3403 7.4834 10.1243 7.43645 7.80169 7.33943 6.93349 6.89263 12.8579 10.334
threshold=277.50000000000006 0.095842104405164733 295.23641967773443 7.3849999904632577 0 -0.83023664355278004 1.3049999475479128 -0.33370478451251978 0.65648049116134655 1 -0.79332312941551197 8.9499998092651385 15.650000095367433 283.35943603515631 2 1014.7500000000001 1012.9500122070314 314.54734802246099 0.99500000476837169 0.23110350221395495 0.25914880633354193 3 8.055000305175783 10.449999809265138 278.69036865234381 1.435000002384186 1014.1499938964845 1.0000000180025095e-35 -0.28115765750408167 0.82976582646369945
decision_type=2 2 2 2 1 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 12 10 17 16 13 21 26 25 -11 -10 19 20 -8 -3 -23 24 -21 -16 -14 28 29 -9
right_child=1 6 3 -5 -6 -7 18 27 9 11 -12 -13 14 -15 15 -17 -18 -19 -20 23 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.1838616953603113e-05 9.7123090643060506e-05 -0.00059328947088827465 0.00082370167735138714 0.00052456405530097879 0.0010659567113808584 0.0071853419929883743 -0.010934962150188061 0.0011490919591472964 0.0028050917520886288 -0.012756315887802178 0.0040388500592228168 0.00083130566066105306 0.0040453305695870986 0.00099022581603929426 0.010647158397500968 0.017454524355995846 0.012237849090531876 0.01892674342527418 -0.00023741096802727129 -0.0062536472745556753 -0.0025842635171010463 -0.0051501456244395713 0.010706358026923999 -0.00058414779720978953 0.0084750627826033816 -0.0069533943813210267 -0.0021198324104049447 -5.1053126936841488e-06 -0.0024678100691717629 -0.0055288139144165733
leaf_weight=637912 79897 3671 602 7232 3306 1900 531 6022 112 36 2200 5110 1066 6066 127 202 310 219 237049 979 1228 2001 106 13381 99 111 797 305131 7990 641
leaf_count=637912 79897 3671 602 7232 3306 1900 531 6022 112 36 2200 5110 1066 6066 127 202 310 219 237049 979 1228 2001 106 13381 99 111 797 305131 7990 641
internal_value=8.39929e-07 -6.49782e-05 0.000314581 0.00164696 0.00304455 0.00563217 -0.000124246 1.28937e-05 0.00100788 0.00262014 0.00525171 0.00138721 9.76346e-05 -0.000451516 0.00292184 0.00912484 0.0096373 0.0134717 -0.000309388 -0.00136143 -0.00510514 -0.00196512 -0.00433187 -0.000905994 -0.00490101 0.0024385 0.00140033 -5.59744e-05 -0.00111526 0.000506658
internal_weight=1.32603e+06 688122 92937 13040 5808 2502 595185 341918 22134 7987 2531 5456 14147 11844 2303 440 346 331 253267 16218 1759 5778 2107 14459 1078 238 1863 319784 14653 6663
internal_count=1326034 688122 92937 13040 5808 2502 595185 341918 22134 7987 2531 5456 14147 11844 2303 440 346 331 253267 16218 1759 5778 2107 14459 1078 238 1863 319784 14653 6663
cat_boundaries=0 1 2 3 4
cat_threshold=789 263 7217 3296
is_linear=0
shrinkage=0.05


Tree=380
num_leaves=31
num_cat=2
split_feature=99 33 60 102 94 30 109 35 16 24 80 92 24 16 1 80 24 16 31 95 55 65 15 136 67 54 111 136 108 74
split_gain=3.4175 3.48534 4.66782 4.60983 3.76068 3.53022 3.90954 2.6397 2.62757 7.06647 11.8864 5.8628 17.5669 12.5646 8.68611 7.62502 5.98698 9.74122 8.10334 6.44832 7.67691 9.06014 6.3478 5.97613 5.77945 8.76838 5.63098 5.35285 5.21831 7.8708
threshold=0.27761048078536993 16.150000572204593 0.39334683120250707 -0.97547411918640126 -0.65802294015884388 1013.4500122070314 0.69880777597427379 11.150000095367433 13.344999790191652 317.50000000000006 328.02095031738287 0.22767062485218051 287.50000000000006 16.335000038146976 228.50000000000003 293.03981018066412 228.50000000000003 15.405000209808351 1016.5499877929689 -0.69413894414901722 22.914999961853031 6.9249999523162851 2.4550000429153447 0 1.3949999809265139 8.8249998092651385 0.057708380743861205 1 0.43106909096241003 0.67232361435890209
decision_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 1 2 2
left_child=8 2 3 5 -3 -2 -7 -5 -1 10 11 12 14 -14 23 -15 17 -16 19 20 -19 -22 -23 28 -11 -26 27 -13 -10 -30
right_child=1 4 -4 7 -6 6 -8 -9 9 24 -12 26 13 15 16 -17 -18 18 -20 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-3.9687792360001533e-05 0.025378358399584178 -0.0025637859161008855 0.0033812955875147559 -0.015013637177575874 -0.010172641882013951 -0.0049659763605242394 0.018814003883861008 -0.0033765379975603757 0.00041533388717110328 -5.3537725166617604e-05 -0.0024275944749915616 -0.0026548213965741944 0.0013941702011731885 0.0029828655179250691 0.00012037092231344823 0.0085861662306364311 0.00038308092127774409 -0.00032760369933152237 -0.0032467918489341146 -0.0029784262066514244 3.5122369940416151e-05 0.027277277788686518 -0.0043815831886604428 0.0010566148298425341 0.0051572279941847271 0.0012007626421417584 3.5971916485522339e-05 -0.00045425274557077438 -0.0035442871620499452 0.0013038502992484698
leaf_weight=911201 21 694 516 53 212 56 25 605 9744 5187 4690 3457 8209 1369 19373 1091 25897 7551 4891 2508 119 76 20 34575 1804 6259 258132 13690 2332 1306
leaf_count=911201 21 694 516 53 212 56 25 605 9744 5187 4690 3457 8209 1369 19373 1091 25897 7551 4891 2508 119 76 20 34575 1804 6259 258132 13690 2332 1306
internal_value=4.44153e-06 -0.00197271 -0.000288855 -0.00278069 -0.00434422 0.00710981 0.00237352 -0.00431387 7.70122e-06 0.000112438 7.47173e-05 0.000104478 0.000397627 0.00233347 0.000207083 0.00546791 -0.000191635 -0.000622564 -0.00157165 -0.000774188 -6.23377e-05 0.00925405 0.0206817 0.000709544 0.00124842 0.00208597 -2.2312e-05 -0.000899722 -0.000187831 -0.00180386
internal_weight=1.32566e+06 2182 1276 760 906 102 81 658 1.32348e+06 412280 399030 394340 119061 10669 108392 2460 60435 34538 15165 10274 7766 215 96 47957 13250 8063 275279 17147 13382 3638
internal_count=1325663 2182 1276 760 906 102 81 658 1323481 412280 399030 394340 119061 10669 108392 2460 60435 34538 15165 10274 7766 215 96 47957 13250 8063 275279 17147 13382 3638
cat_boundaries=0 1 2
cat_threshold=1170 2096
is_linear=0
shrinkage=0.05


Tree=381
num_leaves=31
num_cat=2
split_feature=99 93 91 16 33 35 121 53 3 39 84 24 89 76 100 94 60 19 19 136 34 18 39 15 136 115 29 55 3 80
split_gain=3.08429 3.75879 3.94866 3.66682 3.28075 3.65389 3.08193 2.67355 4.04805 3.72869 4.70913 4.27226 3.24128 4.27747 2.7149 2.6426 7.8765 9.08383 14.2354 14.6282 11.208 9.7848 8.95501 13.0064 10.8718 13.2182 12.602 12.756 10.7458 12.4637
threshold=0.27761048078536993 0.49387949705123907 -0.28330481052398676 14.039999961853029 16.150000572204593 10.449999809265138 -0.67556449770927418 3.995000004768372 331.50000000000006 13.650000095367433 0.88862803578376781 259.50000000000006 0.24216368794441226 14.22499990463257 0.55047956109046947 -0.41276477277278895 0.7284420132637025 10.405000209808351 15.405000209808351 0 15.449999809265138 7.4149999618530282 16.150000572204593 1.1050000190734866 1 -0.62249094247817982 1012.9500122070314 5.5150001049041757 267.50000000000006 225.78437805175784
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 1 2 2 2 2 2
left_child=15 4 3 6 5 -2 -3 12 9 -9 11 -11 14 -14 -7 16 17 21 19 22 -20 -1 23 28 26 -26 -24 -28 29 -19
right_child=1 2 -4 -5 -6 7 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18 18 20 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00078040119771393378 -0.014402197253627656 0.020977097703143956 -0.013923242434859276 -0.019977191630750898 -0.0035052119226674874 -0.00067351076133017425 -0.0015091174755070824 -0.0039625349484908416 0.022287073756257696 -0.00029097037788219254 0.030200768373906613 0.016107543537458569 0.00266444289468621 0.028105515809729698 -0.0101874349929858 -2.5980748870888141e-05 -0.00091524698397727324 -0.0070113704188058722 0.00031675576010019611 0.00025182531699085415 -0.0019913940952596453 -0.00028023701780461338 0.00039456459634583179 0.0017828018794651659 0.0043230897301080031 -0.00011489037139574492 0.0045868331188626743 0.013510449119984247 -0.0027066831735322486 0.0028991854746203425
leaf_weight=27896 39 20 125 20 847 507 64 119 30 131 20 57 95 20 88 1082963 15982 368 15070 38586 8079 98616 710 21138 3179 3553 945 695 3401 2300
leaf_count=27896 39 20 125 20 847 507 64 119 30 131 20 57 95 20 88 1082963 15982 368 15070 38586 8079 98616 710 21138 3179 3553 945 695 3401 2300
internal_value=4.21868e-06 -0.00187407 -0.00793446 -0.000736398 -0.00116346 0.000629911 0.00384474 0.00117935 0.00470896 0.00309629 0.00713475 0.00468092 -0.000595397 0.00708898 -0.00208061 7.31539e-06 0.000157235 0.000233573 0.000594867 0.000929899 -0.000488788 -4.63654e-05 0.00165037 0.00119702 0.00301028 0.00197788 0.00593409 0.00836849 -0.000843218 0.00153221
internal_weight=1.32566e+06 2182 229 104 1953 1106 84 1067 357 327 208 188 710 115 595 1.32348e+06 240518 224536 98024 74875 23149 126512 36289 27207 9082 6732 2350 1640 6069 2668
internal_count=1325663 2182 229 104 1953 1106 84 1067 357 327 208 188 710 115 595 1323481 240518 224536 98024 74875 23149 126512 36289 27207 9082 6732 2350 1640 6069 2668
cat_boundaries=0 1 2
cat_threshold=1797 768
is_linear=0
shrinkage=0.05


Tree=382
num_leaves=31
num_cat=0
split_feature=99 33 95 53 85 110 52 39 14 15 30 76 111 74 74 30 4 27 105 21 12 17 117 94 56 118 81 92 30 17
split_gain=2.78357 2.86951 3.54626 3.47169 3.42285 4.17635 3.60335 3.05148 5.77796 3.58236 3.41779 3.74304 3.4791 2.93335 3.27098 3.50319 3.28307 2.91074 2.87319 2.65565 2.83602 2.49609 6.52185 21.0575 12.8313 8.46361 7.71587 7.67443 9.08497 9.06837
threshold=0.27761048078536993 16.150000572204593 -0.08894858136773108 0.46500000357627874 0.88254511356353771 -0.092952646315097795 0.18500000238418582 14.750000000000002 1.735000014305115 1.935000002384186 1015.4500122070314 23.904999732971195 0.35268990695476538 0.40812177956104284 0.33173155784606939 1016.9500122070314 1.6500000357627871 326.50000000000006 -0.68295589089393605 6.7850000858306894 1.9750000238418581 13.344999790191652 -0.25037047266960138 -0.36107067763805384 226.32544708251956 0.33379416167736059 336.84570312500006 0.19159822911024096 1016.7500000000001 14.039999961853029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 3 -3 4 5 -2 -7 10 -9 18 11 19 -13 14 16 -16 -12 -15 -10 20 -5 -1 24 25 -23 -24 -26 28 29 -25
right_child=1 2 -4 7 -6 6 -8 8 9 -11 13 12 -14 17 15 -17 -18 -19 -20 -21 -22 22 23 27 26 -27 -28 -29 -30 -31
leaf_value=-3.922266963040537e-05 0.002487679086202248 -0.0029322063951150328 -0.013717801829556092 0.0015564579507972329 0.010673899567969469 -0.032007197899600638 -0.010030696264496356 0.0010334758329789285 0.03699837426750243 0.0033364765119040388 -0.022582843981683254 0.0021497087869793178 -0.018074775351261771 -0.0073466219819581392 -0.0056511442875489598 0.016197440381768312 -0.0020505290612080982 -0.026312996633350849 0.013671029542544575 0.021546619292348624 0.020695758653296668 3.3092560105484502e-05 0.0018195868709466739 0.00020102447357048679 -0.0012068262882293833 0.0055129000506660515 -0.011435798403396402 5.7307628307158185e-05 0.00018567539602193305 0.0026584731738912562
leaf_weight=911395 44 822 84 161 23 26 66 409 22 40 25 50 37 106 32 43 88 25 33 24 22 130057 6985 6014 20878 1994 186 212836 23146 9990
leaf_count=911395 44 822 84 161 23 26 66 409 22 40 25 50 37 106 32 43 88 25 33 24 22 130057 6985 6014 20878 1994 186 212836 23146 9990
internal_value=4.00784e-06 -0.00178037 -0.0039322 -0.000252503 -0.00716513 -0.010182 -0.0162414 0.000731479 0.00361361 0.0147218 -0.00163817 0.0022508 -0.00645151 -0.00522235 -0.00122002 0.00687538 -0.00659308 -0.0109662 0.023002 0.00590829 0.00385736 6.94971e-06 0.000109067 0.000260435 -0.000152323 0.00263977 -0.00129715 0.000175652 0.000819023 0.00173501
internal_weight=1.32566e+06 2182 906 1276 159 136 92 1117 504 95 613 294 87 319 188 75 113 131 55 207 183 1.32348e+06 412086 260965 151121 8979 21064 251986 39150 16004
internal_count=1325663 2182 906 1276 159 136 92 1117 504 95 613 294 87 319 188 75 113 131 55 207 183 1323481 412086 260965 151121 8979 21064 251986 39150 16004
is_linear=0
shrinkage=0.05


Tree=383
num_leaves=31
num_cat=1
split_feature=99 93 91 16 9 121 52 20 0 118 33 118 106 18 28 38 96 86 30 136 4 67 33 70 134 107 127 52 17 106
split_gain=2.51218 3.20151 3.48232 3.27395 2.77566 2.7586 2.59882 3.77448 3.30105 2.69664 2.78481 2.41186 5.94606 6.43101 5.04788 10.027 11.7911 7.90552 7.66452 7.17905 9.09425 5.87543 8.64716 5.87189 5.38626 5.24338 4.97466 4.87964 4.76186 4.59051
threshold=0.27761048078536993 0.49387949705123907 -0.28330481052398676 14.039999961853029 15.34999990463257 -0.67556449770927418 10.315000057220461 10.324999809265138 2.5000000000000004 0.72534674406051647 14.250000000000002 0.63605400919914257 -0.79187697172164906 15.405000209808351 1019.9500122070314 14.750000000000002 -0.76627156138420094 0.82219240069389354 1025.2500000000002 0 1.3499999642372134 52.82500076293946 12.34999990463257 308.38426208496099 1010.2500000000001 -0.92569333314895619 0.21643137186765674 27.045000076293949 7.4149999618530282 -0.90417876839637745
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=11 4 3 5 6 -3 8 -8 9 10 -2 -1 13 14 17 -16 -17 19 23 20 -13 25 -23 29 -24 28 -22 -25 -21 -18
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 15 16 18 -19 -20 21 26 22 24 27 -26 -27 -28 -29 -30 -31
leaf_value=4.422032133192848e-05 0.0042208941433586758 0.020012713316828013 -0.012908501926157624 -0.018705640798434616 0.014317901204500733 -0.0012612646361958469 0.0070924201348981147 -0.010117601985350633 -0.0010871684777946781 -0.017638785825469173 -0.0094768230363645248 -0.0034770495901060802 -2.6752059942118083e-05 0.0014774532180389295 -0.0013292053859989027 -0.0029691334900852676 -0.027452825528124104 -0.0012168926444290401 0.0095599261544910934 0.0090012867062314924 0.0018548331132308546 -0.00018450261085284188 -0.01638498543055545 -0.026655684453716518 0.0061529420917072614 0.00076230561629435985 0.0066859082782504652 -0.00035305638564750555 -0.0019738460896102767 -0.0017942798783123081
leaf_weight=1009819 58 20 125 20 29 64 174 39 1498 52 103 488 269818 3273 5284 573 23 20457 28 102 1154 326 183 149 31 7509 990 20 3182 72
leaf_count=1009819 58 20 125 20 29 64 174 39 1498 52 103 488 269818 3273 5284 573 23 20457 28 102 1154 326 183 149 31 7509 990 20 3182 72
internal_value=3.80745e-06 -0.00169135 -0.00728446 -0.000524803 -0.00103553 0.00380397 -0.00126694 0.00394129 -0.00191531 -0.00773952 -0.00454224 6.60223e-06 -0.000114507 -0.000654557 -0.000826554 -0.00214612 -0.00713641 -0.000590831 -0.015314 0.000326271 0.00267325 -0.00022096 -0.00531085 -0.0179521 -0.0131201 3.34945e-05 0.0040856 -0.0235429 -0.00163296 -0.00800635
internal_weight=1.32566e+06 2182 229 104 1953 84 1924 213 1711 213 161 1.32348e+06 313662 43844 40571 6149 865 34422 292 13965 2632 11333 540 264 214 10793 2144 169 3284 95
internal_count=1325663 2182 229 104 1953 84 1924 213 1711 213 161 1323481 313662 43844 40571 6149 865 34422 292 13965 2632 11333 540 264 214 10793 2144 169 3284 95
cat_boundaries=0 1
cat_threshold=1152
is_linear=0
shrinkage=0.05


Tree=384
num_leaves=31
num_cat=1
split_feature=121 76 39 52 74 29 136 112 64 17 56 91 14 72 29 39 91 124 123 74 26 79 92 110 62 74 8 13 25 78
split_gain=2.38678 5.70196 5.68552 7.15245 6.63217 8.89058 5.79925 5.21655 4.25714 4.79878 4.11755 6.35873 4.55605 3.98222 3.88388 3.81716 4.63883 3.9884 3.75083 3.69057 3.68315 4.06163 5.35371 3.62325 3.55082 3.54537 3.46948 4.45767 4.79722 3.61587
threshold=-0.9914070963859557 3.1149998903274541 18.44999980926514 0.2650000005960465 0.44308094680309301 1016.6499938964845 0 -0.99961927533149708 0.87500000000000011 4.8800001144409189 208.99365234375003 -0.96131649613380421 3.2949999570846562 0.63125282526016246 1011.4500122070314 13.949999809265138 -0.45172280073165888 0.7933231294155122 -0.90255093574523915 0.56728744506835949 265.50000000000006 5.9349999427795419 -0.56519681215286244 -0.39864183962345118 0.31001119315624243 0.63135254383087169 2.8500000238418584 1.6150000095367434 326.50000000000006 12.444999694824221
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 -1 3 4 5 8 10 13 9 -3 11 -5 26 -6 -11 16 -9 20 -15 -18 21 -17 -23 -8 -4 -22 29 28 -28 -12
right_child=-2 2 24 6 7 -7 23 15 -10 14 12 -13 -14 18 -16 17 19 -19 -20 -21 25 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.1525707564079771e-05 -1.0429464661942862e-05 -0.00074693292160244546 -0.005953405680321342 0.019459249392936105 0.021547889736081877 -0.011818358515340247 0.003910545679801411 0.0079346723088643944 0.00017700370802405352 0.030105557469803781 -0.00079680005977547934 -0.0015652308795457476 -0.00082112642911064517 -0.010851546276647313 0.015036543502172756 0.00053474373639222569 -0.021079705950493615 0.021066529600119052 0.01272835597434702 0.0012438420160317126 0.0055924735107155295 0.0074645875021815307 -0.019460885573644192 3.8690733114744113e-05 -0.00033032722705435562 -0.0019654101334626961 0.0094448854310868434 0.0045709265282808656 0.032597711585306874 0.011201019138408205
leaf_weight=41011 1269993 34 379 38 63 38 656 405 47 61 386 671 418 26 143 110 24 22 48 81 282 24 80 7656 1083 345 330 1110 24 75
leaf_count=41011 1269993 34 379 38 63 38 656 405 47 61 386 671 418 26 143 110 24 22 48 81 282 24 80 7656 1083 345 330 1110 24 75
internal_value=3.61708e-06 0.000324059 0.00117045 0.00149819 0.0043965 0.0108994 0.0010307 0.00300549 0.0139284 0.016644 0.00289071 -0.00043839 0.00391044 0.012309 0.0195425 0.00207717 0.00550663 5.04933e-05 0.00444353 -0.00385868 -0.000499272 -0.00616308 -0.0132473 0.000343852 -0.00178802 0.00143383 0.00493787 0.00612902 0.0110146 0.00115512
internal_weight=1.32566e+06 55670 14659 13197 1833 323 11364 1510 285 238 3052 709 2343 137 204 1373 510 863 74 105 841 214 104 8312 1462 627 1925 1464 354 461
internal_count=1325663 55670 14659 13197 1833 323 11364 1510 285 238 3052 709 2343 137 204 1373 510 863 74 105 841 214 104 8312 1462 627 1925 1464 354 461
cat_boundaries=0 1
cat_threshold=1302
is_linear=0
shrinkage=0.05


Tree=385
num_leaves=31
num_cat=0
split_feature=87 60 65 29 100 82 4 34 111 31 33 94 123 26 53 15 11 72 97 112 57 60 57 92 1 39 97 62 80 90
split_gain=2.92782 4.22954 4.80541 4.58412 5.43674 4.96255 5.99096 5.32508 4.98892 6.11101 6.13431 4.09585 4.55874 4.5378 4.39984 4.09003 3.89605 5.16535 8.01164 3.73454 3.71431 3.66047 3.6549 3.34296 3.44589 3.28207 3.98004 3.20629 6.61827 3.19182
threshold=0.91810461878776561 0.48158860206604009 45.864999771118171 1009.9500122070314 0.79730483889579784 317.49638366699224 11.550000190734865 18.050000190734867 0.91121718287467968 1017.5499877929689 11.750000000000002 -0.41276477277278895 -0.55191597342491139 318.50000000000006 1.0649999976158144 2.4550000429153447 4.7500000000000009 0.92901507019996654 -0.73707902431488026 -0.64942333102226246 249.54417419433597 0.34873934090137487 252.61900329589847 0.36637230217456823 313.50000000000006 17.44999980926514 -0.90379080176353443 0.26388210058212286 319.25721740722662 -0.96917402744293202
decision_type=2 2 2 2 2 2 2 2 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 22 6 16 8 11 10 -10 12 27 14 -13 23 -5 -18 -19 -14 -21 -11 -2 24 -12 -24 -27 28 -7 -15
right_child=1 -3 -4 5 -6 7 -8 -9 9 21 15 13 19 29 -16 -17 17 18 -20 20 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-8.9200142069377563e-06 0.0029560127088685819 0.00016531105147527304 0.011320501138311878 0.00021265792277933352 0.017593745834061078 -0.016762903197245164 0.0047104544913604083 0.014703408493589837 -0.014156973770599855 0.022556541560263169 -0.011518690383739094 0.011454528596443244 0.019869958176728219 -0.005758716072647151 -0.0086182420262248156 0.012044778155414241 -0.0034391395160875333 -0.0062324652591576948 0.026026622365890564 -0.0092251267752346943 0.015383698337751887 -0.00089612568928194901 -0.0059548376302572849 -0.020175461232662201 0.016160398786482604 -0.0011168421247930384 0.023535696704956619 -0.0090066224890791493 0.018861919929622675 -0.016381160973239391
leaf_weight=1312450 593 6437 71 1296 49 22 354 33 89 41 22 39 31 97 91 63 2804 39 38 46 23 28 285 25 23 64 22 268 32 261
leaf_count=1312450 593 6437 71 1296 49 22 354 33 89 41 22 39 31 97 91 63 2804 39 38 46 23 28 285 25 23 64 22 268 32 261
internal_value=-1.6396e-05 -0.000754909 -0.00161977 -0.00175532 0.00134668 -0.00230039 -0.00153483 -0.0051114 -0.00565586 4.28471e-05 -0.00399666 -0.00747819 -0.00387095 -0.0105976 -0.00259641 0.00280235 -0.00206411 -0.0030883 0.0096876 0.00545438 -0.00102219 0.0130395 0.000520845 -0.00551584 0.0026284 -0.00337149 0.00518962 -0.00676701 0.0043481 -0.013503
internal_weight=1.32574e+06 13286 6849 6778 1013 5765 4531 1234 1201 291 222 910 422 488 130 133 4177 2881 77 100 69 69 964 70 45 371 86 322 54 358
internal_count=1325736 13286 6849 6778 1013 5765 4531 1234 1201 291 222 910 422 488 130 133 4177 2881 77 100 69 69 964 70 45 371 86 322 54 358
is_linear=0
shrinkage=0.05


Tree=386
num_leaves=31
num_cat=1
split_feature=87 38 60 11 23 55 136 28 102 56 111 26 123 119 115 95 27 56 117 92 68 90 113 22 99 83 35 125 30 123
split_gain=2.64236 5.22611 3.61989 4.57454 5.75962 6.87524 5.15103 4.91088 5.98394 5.52024 4.59704 4.25293 4.0514 4.00126 3.9736 3.67865 4.66687 3.85341 4.21495 4.43076 4.39976 4.63411 4.01856 4.23944 3.67372 3.62114 7.18904 4.7253 4.28493 5.38461
threshold=0.91810461878776561 8.3499999046325701 0.48158860206604009 14.34999990463257 6.6849999427795419 0.51499998569488536 0 1009.2500000000001 -0.06485696509480475 266.33863830566412 0.91121718287467968 295.50000000000006 0.1650413200259209 0.53727915883064281 -0.96359375119209278 -0.78614637255668629 339.50000000000006 322.10089111328131 0.78257837891578685 0.082234505563974394 313.95677185058599 -0.35842201113700861 -0.99353402853012074 5.2249999046325692 -0.69724223017692555 311.82548522949224 17.349999427795414 -0.18222858756780622 1010.9500122070314 -0.64942333102226246
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 3 7 5 11 -7 8 -3 -10 -8 -5 15 14 -14 16 17 18 20 -20 22 -22 -9 -24 -13 27 28 -17 -27 -30
right_child=1 2 -4 4 -6 6 10 12 9 -11 -12 24 13 -15 -16 25 -18 -19 19 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-8.4740132172047597e-06 -0.022295702588079232 0.011509006492431379 0.00017991154251676553 -3.5435865646687112e-05 0.017887297266029886 0.0054804716159222305 -0.008899353970870532 0.012597034933894656 0.002613197051680382 -0.008821182320659449 0.010745076785165378 0.021247494262225261 0.002732633199134677 0.011717952878891746 -0.0096259044910616751 -0.0058247204803090809 0.022903457000142055 0.018977789425601563 -0.0040280718907561843 -0.022442428466110005 0.0030309105426936911 0.026850970239571198 -0.010576208462395396 -0.00047244831544722058 -0.001491577064861422 0.0037251624025647408 0.0084608163984653175 -0.0010183118795496606 -0.0118052738234632 -0.004761276694166424
leaf_weight=1312450 28 135 6429 69 56 132 240 51 429 140 34 78 277 88 85 727 21 24 147 42 69 29 120 770 23 92 84 1724 443 700
leaf_count=1312450 28 135 6429 69 56 132 240 51 429 140 34 78 277 88 85 727 21 24 147 42 69 29 120 770 23 92 84 1724 443 700
internal_value=-1.55762e-05 -0.000717163 -0.000671591 -0.00147322 0.00257905 0.00109074 -0.00244405 -0.00188649 0.00204519 -0.000200183 -0.0062342 0.00953267 -0.00239038 0.00215537 -0.000169233 -0.00279601 -0.000472066 -0.000864147 -0.00125194 -0.00812015 -2.57023e-06 0.0100797 -0.00105258 -0.00183475 0.0160693 -0.00358073 -0.00569311 -0.00244396 -0.0066558 -0.00749136
internal_weight=1.32574e+06 13286 13258 6829 632 576 406 6197 704 569 274 170 5493 450 362 5043 1273 1252 1228 189 1039 98 941 890 101 3770 1319 2451 1235 1143
internal_count=1325736 13286 13258 6829 632 576 406 6197 704 569 274 170 5493 450 362 5043 1273 1252 1228 189 1039 98 941 890 101 3770 1319 2451 1235 1143
cat_boundaries=0 1
cat_threshold=6243
is_linear=0
shrinkage=0.05


Tree=387
num_leaves=31
num_cat=0
split_feature=87 38 89 7 55 60 28 57 60 85 95 56 64 122 82 109 71 82 32 81 24 32 52 22 70 79 126 88 104 120
split_gain=2.38327 4.71666 3.53969 3.44044 5.25776 3.9478 3.99572 5.21581 4.81337 4.21828 3.90759 6.18959 3.76827 4.15676 3.75554 3.73604 3.69185 3.9047 3.4108 5.7241 3.2493 3.13844 3.03119 3.03873 3.51308 3.19441 2.80825 2.75078 3.08777 4.18548
threshold=0.91810461878776561 8.3499999046325701 0.78353676199913036 11.949999809265138 0.47499999403953558 0.52223777770996105 1009.3500061035157 258.20147705078131 0.26483659446239477 0.92324247956275951 0.70391187071800243 334.85888671875006 12.045000076293947 -0.59480014443397511 296.65406799316412 0.73504611849784862 243.23097991943362 252.46265411376956 12.150000095367433 310.27902221679693 353.50000000000006 10.250000000000002 0.18500000238418582 6.305000066757203 293.94358825683599 32.254999160766609 0.52247866988182079 -0.99881055951118458 -0.12479354441165923 -0.49240480363368982
decision_type=2 2 2 2 2 2 2 2 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 14 6 7 8 9 -3 20 12 21 -14 26 -9 -10 -18 19 -16 -8 -12 -6 24 -24 -26 -5 -23 29 -29
right_child=1 2 -4 4 22 -7 10 15 16 -11 11 -13 13 -15 18 -17 17 -19 -20 -21 -22 27 23 -25 25 -27 -28 28 -30 -31
leaf_value=-8.050312828457204e-06 -0.021180917494764022 0.022749659534504949 -0.010411226569735648 0.0094212398561649025 0.012428457194901243 0.00025189932220206368 -0.00170677108942453 -0.0054862604257581177 0.02243157553020865 -0.00021303274901583792 -0.022162694724587106 -0.028702651496444433 -0.0093118702467435456 0.011057582242148263 0.018293706957544936 0.014365333426170624 0.022473399687026229 0.00037437469860313022 0.033505758773535489 -0.0074997157712156579 0.012091719376486402 0.012203251880904039 0.0013682802527829256 0.0021989453945088196 0.0014354054206827036 -0.012324681241904766 -0.0063735252947910064 -0.004118925601226865 0.0064508914979997771 -0.014816743574064116
leaf_weight=1312450 28 60 92 60 49 4991 5469 268 22 30 30 28 39 70 76 26 21 415 20 30 43 21 180 505 60 142 53 279 43 136
leaf_count=1312450 28 60 92 60 49 4991 5469 268 22 30 30 28 39 70 76 26 21 415 20 30 43 21 180 505 60 142 53 279 43 136
internal_value=-1.47953e-05 -0.000681099 -0.000637805 -0.000569511 0.00201251 -0.000822523 -0.00158859 0.00164201 0.00452443 0.0150954 -0.00203031 -0.00570942 -0.00466766 0.00376943 0.00863148 -0.00373068 0.00244716 0.00143878 0.014567 0.0109937 -0.00159913 -0.00647442 0.000322406 -0.000346361 -0.00371123 -0.00823753 0.00201308 -0.00549186 -0.00630321 -0.00762472
internal_weight=1.32574e+06 13286 13258 13166 1175 11991 7000 842 548 90 6158 646 618 109 239 294 458 436 126 106 5512 509 936 887 382 202 113 479 458 415
internal_count=1325736 13286 13258 13166 1175 11991 7000 842 548 90 6158 646 618 109 239 294 458 436 126 106 5512 509 936 887 382 202 113 479 458 415
is_linear=0
shrinkage=0.05


Tree=388
num_leaves=31
num_cat=1
split_feature=38 57 32 28 120 64 77 125 52 83 58 110 135 52 59 107 29 136 66 105 37 79 28 99 58 42 40 39 35 78
split_gain=2.35335 6.91007 6.03012 6.86258 5.83616 5.82749 5.72446 8.28412 5.86571 7.11312 5.87574 5.62899 7.50862 9.05341 12.3084 9.9923 7.7769 7.96178 14.1705 9.42887 8.4346 8.99076 8.62339 9.663 11.8417 8.39948 12.3391 7.89855 9.33202 11.495
threshold=12.949999809265138 294.00099182128912 10.050000190734865 1022.4500122070314 0.14780378341674807 9.8850002288818377 2.6250000000000004 -0.67556449770927418 6.6649999618530282 284.71380615234381 304.96743774414068 -0.037176936864852898 1016.9500122070314 29.865000724792484 211.86195373535159 -0.91683515906333912 1022.5499877929689 0 4.3750000000000009 1.0000000180025095e-35 13.84999990463257 1.4049999713897707 1014.4500122070314 -0.80226725339889515 244.45706176757815 1.0000000180025095e-35 13.34999990463257 18.150000572204593 14.550000190734865 1.4550000429153445
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 -1 -3 4 -4 -6 7 -7 -8 10 -10 12 16 14 -14 -16 17 18 20 27 -2 -22 23 24 -23 -19 -27 28 -20 -30
right_child=11 2 3 -5 5 6 8 -9 9 -11 -12 -13 13 -15 15 -17 -18 25 19 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-2.4655651268597967e-05 0.00054756948007654821 0.00024869526413075232 -0.00085648625559088748 0.00038963765137578141 -0.00044851948067222195 -0.029226275474571115 -0.0071823170932102838 -0.0040950684861936785 -0.0032934798157740874 -0.00013126585518210911 -0.011525332526258094 -5.5562740989981668e-06 0.0086799596531327346 0.00054029170423261052 -0.0043292835269649341 -0.019537940153073849 -0.0017942394225288463 -0.00032033500240818513 0.00045082341813391713 -0.0025727428834589438 6.5549364847935398e-05 0.013104880798405353 0.0090156287585149344 -0.0032244930230934388 -0.00066358013379988359 0.0020397997342134632 -0.00017268674755199374 -0.0045457394935882536 -0.006368703390241346 0.0033441226228719725
leaf_weight=457928 1353 17573 37882 9628 2126 53 781 86 960 1636 280 712289 87 600 216 216 3595 29810 11439 1919 660 344 1509 382 286 12446 12765 597 321 5969
leaf_count=457928 1353 17573 37882 9628 2126 53 781 86 960 1636 280 712289 87 600 216 216 3595 29810 11439 1919 660 344 1509 382 286 12446 12765 597 321 5969
internal_value=-1.40556e-05 -9.58191e-05 -0.000554769 -0.000819016 -0.00108468 -0.00254436 -0.00371816 -0.0136775 -0.00333962 -0.0022961 -0.00515229 4.02206e-05 0.000426031 -0.00364253 -0.00847816 -0.0119336 0.000480623 0.000583106 0.00132712 0.000761807 0.00385427 0.00526073 0.00662083 0.00304994 0.00685444 0.000247748 0.000919559 0.00111098 0.00130147 0.00284844
internal_weight=1.32574e+06 528933 71005 53432 43804 5922 3796 139 3657 2876 1240 796803 84514 1119 519 432 83395 79800 24779 20245 4534 3181 2521 1012 630 55021 25211 18326 17729 6290
internal_count=1325736 528933 71005 53432 43804 5922 3796 139 3657 2876 1240 796803 84514 1119 519 432 83395 79800 24779 20245 4534 3181 2521 1012 630 55021 25211 18326 17729 6290
cat_boundaries=0 1
cat_threshold=1859
is_linear=0
shrinkage=0.05


Tree=389
num_leaves=31
num_cat=1
split_feature=103 24 79 109 9 53 136 12 67 52 15 36 39 124 20 82 17 132 52 95 111 34 82 61 104 58 52 41 21 118
split_gain=2.43473 5.19063 5.69806 7.06284 6.42351 6.53716 5.60532 9.22089 9.18108 9.02044 7.99548 10.0373 8.82327 6.9022 8.41532 6.85536 6.00473 5.80553 5.76973 5.93318 5.63965 5.31142 5.16097 5.11453 5.07515 5.01733 5.71617 7.65556 8.35475 11.0524
threshold=-0.47066363692283625 335.50000000000006 1.8750000000000002 0.78743749856948864 9.6500000953674334 4.4149999618530282 0 0.74500000476837169 11.025000095367433 11.525000095367433 1.075000047683716 10.550000190734865 20.44999980926514 0.31729258596897131 5.3949999809265146 1.0000000180025095e-35 12.50999975204468 1014.1499938964845 3.8850001096725468 -0.92984291911125172 -0.34792974591255182 17.550000190734867 322.69726562500006 0.77794915437698375 -0.67659083008766163 299.71630859375006 0.34499999880790716 18.44999980926514 4.4249999523162851 -0.14780378341674802
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 6 3 -3 -4 -6 7 -1 15 17 12 -12 13 16 18 20 22 21 19 -15 -8 -10 -9 -22 -21 26 27 28 29 -17
right_child=-2 2 4 -5 5 -7 8 10 9 -11 11 -13 -14 14 -16 25 -18 -19 -20 24 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0078186298548359907 1.8851501526460011e-06 0.0048628374444373516 -0.0027699391908660069 0.034328359681548494 0.012137964881016034 -0.0082196903082409085 0.0081596492063801956 -0.0065350792570180215 0.0086465153761616786 0.00021937518557058747 0.0033023451139526194 -0.0020126130387385257 0.028509673116107782 0.020126865999191071 0.00080832406695151022 -0.0020318090410059871 0.0024268601074552048 -0.019793032056186349 -0.0051646145002450794 0.012106973757865883 -0.0080320461828767894 -0.0048521757280104794 0.015875005487490584 0.017119385621377402 -0.001533533067063049 -0.003627136781947551 -0.00023559452126784895 0.024801725569508368 0.00041496300929378034 0.013374508278752873
leaf_weight=512 1261917 53 289 33 202 49 68 530 818 1162 972 10315 30 124 1034 185 428 20 64 185 539 80 27 21 108 1031 42632 37 1957 314
leaf_count=512 1261917 53 289 33 202 49 68 530 818 1162 972 10315 30 124 1034 185 428 20 64 185 539 80 27 21 108 1031 42632 37 1957 314
internal_value=-1.33528e-05 -0.000314658 0.00421591 0.0161694 0.00231221 0.00816376 -0.000359539 -0.00122876 -0.000104374 0.00314602 -0.000985455 -0.00155491 0.00155502 0.00123156 0.00334995 -0.000248908 -0.00202667 0.00685056 0.00881365 0.010959 -0.00543775 0.00744396 -0.00544877 -0.00708887 0.00707907 -0.000178308 -9.95104e-05 0.00222762 0.00188754 0.00766275
internal_weight=1.32574e+06 63819 626 86 540 251 63193 14329 48864 2080 13817 11287 2530 2500 1515 46784 985 918 481 417 628 898 557 560 293 46156 45125 2493 2456 499
internal_count=1325736 63819 626 86 540 251 63193 14329 48864 2080 13817 11287 2530 2500 1515 46784 985 918 481 417 628 898 557 560 293 46156 45125 2493 2456 499
cat_boundaries=0 1
cat_threshold=5266
is_linear=0
shrinkage=0.05


Tree=390
num_leaves=31
num_cat=0
split_feature=14 12 82 54 80 103 67 52 119 79 26 12 12 81 28 31 39 95 76 17 119 67 28 31 113 17 16 38 66 124
split_gain=2.27347 13.6451 16.5977 10.6944 9.46028 9.1093 8.21862 7.90764 8.1561 6.92873 7.35995 6.36829 6.27345 7.94734 8.64035 9.98929 11.8355 10.4 9.86697 9.60699 10.1644 8.02287 7.14575 7.14244 7.08806 6.93699 6.85226 7.50298 6.74154 6.55312
threshold=1.4950000047683718 1.485000014305115 260.94883728027349 0.65500000119209301 324.02900695800787 0.87188714742660534 12.824999809265138 0.66500002145767223 0.62249094247818004 6.2149999141693124 297.50000000000006 1.7450000047683718 2.1350001096725468 279.96871948242193 1020.9500122070314 1015.9500122070314 15.750000000000002 -0.91174259781837452 0.99500000476837169 7.4149999618530282 0.85260769724845897 1.7549999952316286 1013.3500061035157 1017.4500122070314 -0.89490029215812672 11.775000095367433 14.039999961853029 13.449999809265138 1.7549999952316286 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 2 2
left_child=1 4 -3 9 6 7 -1 8 -6 10 -4 -5 13 -2 15 18 22 -18 -15 20 -20 -21 -17 -16 -24 -26 -27 28 -28 -23
right_child=12 2 3 11 5 -7 -8 -9 -10 -11 -12 -13 -14 14 23 16 17 -19 19 21 -22 29 24 -25 25 26 27 -29 -30 -31
leaf_value=-1.3470851418932072e-06 -1.7147351090705039e-06 1.2916490269199039e-05 0.0048854820728722204 0.00094076749160152415 0.012259312707766735 -0.0080800060168177822 0.0023097077321569352 -0.0020345367580113321 0.00044984268169358965 0.0029733404673291004 0.014607573885918608 0.0028165831468477277 7.395832515295385e-05 -0.0043093805608107249 0.007737518774114798 0.0041001537457552991 -0.004369462509099831 0.0017137841772457371 0.00042116675071967506 -0.0022166848808187812 0.0042371913439264103 -0.00036847734788906708 -0.00063816732536638285 0.00033736772173825378 -0.0014564902021879074 -0.0042714041085416751 -0.0070663924057286446 -0.0036669904831462272 0.0019076001801829221 0.0030940891081705523
leaf_weight=426262 212755 30301 507 18215 193 545 3882 5254 603 1601 316 6020 459085 1501 331 572 811 5256 11930 5920 2044 64541 14941 21874 20107 5349 240 1957 1635 1396
leaf_count=426262 212755 30301 507 18215 193 545 3882 5254 603 1601 316 6020 459085 1501 331 572 811 5256 11930 5920 2044 64541 14941 21874 20107 5349 240 1957 1635 1396
internal_value=6.19396e-07 8.56248e-05 0.000813493 0.00172344 -9.3046e-06 -0.00188867 1.95099e-05 -0.00133093 0.00331319 0.00488995 0.00861839 0.00140672 -4.98069e-05 -0.000202071 -0.000467815 -0.00061491 -0.0011719 0.000900612 -0.000290482 -0.0002202 0.000979343 -0.000453475 -0.00145256 0.000447678 -0.00152437 -0.00197646 -0.00311524 -0.00150139 0.000758929 -0.000295169
internal_weight=1.32594e+06 493699 56960 26659 436739 6595 430144 6050 796 2424 823 24235 832245 373160 160405 138200 50868 6067 87332 85831 13974 71857 44801 22205 44229 29288 9181 3832 1875 65937
internal_count=1325944 493699 56960 26659 436739 6595 430144 6050 796 2424 823 24235 832245 373160 160405 138200 50868 6067 87332 85831 13974 71857 44801 22205 44229 29288 9181 3832 1875 65937
is_linear=0
shrinkage=0.05


Tree=391
num_leaves=31
num_cat=3
split_feature=54 39 32 118 94 14 83 125 67 101 117 68 77 136 132 29 136 64 104 20 36 54 136 10 102 28 64 30 12 71
split_gain=2.17404 6.10837 11.7199 10.1817 9.46947 11.7036 9.44096 9.35611 8.68346 11.8168 8.6667 8.99536 10.8923 8.82263 9.4982 8.26137 7.767 7.64023 8.31627 13.5065 8.75102 8.79358 7.72271 9.08287 7.54899 7.24753 9.21973 7.18405 7.06191 7.05006
threshold=6.055000066757203 14.949999809265138 11.949999809265138 -0.96811076998710621 -0.04992378503084182 1.325000047683716 277.49208068847662 0.8038262426853181 4.6649999618530282 0.25585569441318518 -0.82409480214118946 306.66308593750006 15.494999885559084 0 1017.0499877929689 1013.7500000000001 1 37.43499946594239 -0.75308835506439198 9.4049997329711932 14.84999990463257 31.775000572204593 2 4.0499999523162851 -0.97547411918640126 1015.1499938964845 8.5749998092651385 1000.6499938964845 1.6649999618530276 324.81192016601568
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 16 15 25 9 -7 -3 13 -13 -12 -15 27 24 -6 19 20 22 -22 -19 -24 -4 -2 -27 -5 -11 -14
right_child=1 10 4 6 17 8 -8 -9 -10 28 11 12 29 14 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=3.5577396292283584e-05 0.0029280859626667111 -0.0010249375719911737 0.01695715206189324 -0.0020979357398053142 -9.4113982187827162e-05 -0.0014445949180097071 0.00038624429908914933 -0.0030164384470175642 -0.0011940595205966506 -0.0021585598569390865 0.0021972181236263526 -0.0017284769006481158 0.0017323883747525277 0.00057214603757405828 -0.0091886390296026209 -0.0011466627744169762 -0.00095940982808886618 -0.0013012053056476718 0.00022466188992468469 0.00028233141734799983 -0.020095754018228794 -0.0037783299465261513 -0.011905407626360484 -0.0037867402391889671 0.0023609701641940828 0.014978451945477231 0.00045004963818101736 0.0011922332258296881 -0.0072854836013216242 -0.0038612386692976012
leaf_weight=1021008 745 10593 92 2066 74417 3996 75590 363 20559 1005 9794 8352 5052 35475 251 23199 2760 3293 5921 3805 154 178 391 2897 2385 364 156 8424 2025 634
leaf_count=1021008 745 10593 92 2066 74417 3996 75590 363 20559 1005 9794 8352 5052 35475 251 23199 2760 3293 5921 3805 154 178 391 2897 2385 364 156 8424 2025 634
internal_value=5.88426e-07 -0.000116564 -0.000238888 0.000134461 -0.000573144 -0.00130127 7.59873e-05 0.00405947 -0.00171266 -0.00323015 0.000292835 0.000527214 -0.000579302 0.000868455 0.000503429 -0.000620155 0.00086565 -0.000310683 -0.00127928 -0.0021101 -0.00342693 -0.0113473 -0.00302736 -0.00473778 0.00289142 0.00608995 0.0106199 0.000544236 -0.00558497 0.00110869
internal_weight=1.32594e+06 304936 234785 110907 123878 32822 109279 1628 27585 7026 70151 59558 14038 45520 35726 33689 5237 91056 16639 10718 6913 332 6581 3288 2477 1265 520 10490 3030 5686
internal_count=1325944 304936 234785 110907 123878 32822 109279 1628 27585 7026 70151 59558 14038 45520 35726 33689 5237 91056 16639 10718 6913 332 6581 3288 2477 1265 520 10490 3030 5686
cat_boundaries=0 1 2 3
cat_threshold=4352 5409 2449
is_linear=0
shrinkage=0.05


Tree=392
num_leaves=31
num_cat=3
split_feature=94 34 136 14 136 0 3 117 125 104 1 103 134 38 73 132 136 66 2 110 19 83 21 35 55 29 22 128 81 28
split_gain=2.23906 7.79707 14.4063 10.0808 17.1257 23.5196 14.4595 12.3919 13.8042 11.0337 11.756 11.0555 10.859 10.6324 9.62435 9.25087 8.84404 8.45135 8.40682 8.34809 14.2479 8.33489 8.13733 8.0784 9.98421 7.97665 7.96562 10.1131 9.44218 7.88356
threshold=-0.61353254318237294 12.449999809265138 0 1.4249999523162844 1 1.0000000180025095e-35 144.50000000000003 0.90992662310600292 0.90992662310600292 -0.80659645795822132 306.50000000000006 0.36910818517208105 1016.5499877929689 18.550000190734867 0.34310844540596014 1013.3500061035157 2 11.125000000000002 6.5000000000000009 0.52415013313293468 11.120000362396242 289.76673889160162 5.6449999809265146 13.750000000000002 15.994999885559084 1019.8500061035157 6.9849998950958261 297.50000000000006 276.56031799316412 1023.0499877929689
decision_type=2 2 1 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
left_child=1 2 15 4 5 12 -6 17 22 11 13 25 -3 18 -4 -1 -8 29 -11 -19 23 -13 -9 -21 -25 -7 27 28 -17 -5
right_child=-2 3 14 7 6 9 16 8 -10 10 -12 21 -14 -15 -16 26 -18 19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0014932871655317214 -2.6820356663938893e-05 -0.0022385940894439249 -0.0038321714513128522 -0.00098419966497135668 0.0012515207990987981 0.0028577125874206608 -0.0027832614956555036 0.0059896610955256953 0.011887335760033892 0.031738121727142819 0.0039115580093779167 0.018559618361314728 0.0071238305009669383 -0.0071717349717128898 0.00020488507316817432 0.0098473467361672156 -0.0002230761109102435 -0.00091420941072491873 0.00065653406452946561 -0.0013439145082989575 0.0055259566549918206 0.0074825370138828637 -0.003205017388509656 0.0016307842141476576 0.018768624357889868 0.017647820581731043 0.00055399405195254029 0.0070046860542216371 0.038755065656732771 0.009064512440758966
leaf_weight=20135 1126002 3375 1551 46819 17738 2257 3617 438 409 22 3316 202 341 498 30663 57 48306 6825 1956 3371 1701 1066 534 3669 87 95 286 356 56 196
leaf_count=20135 1126002 3375 1551 46819 17738 2257 3617 438 409 22 3316 202 341 498 30663 57 48306 6825 1956 3371 1701 1066 534 3669 87 95 286 356 56 196
internal_value=5.58981e-07 0.00015475 0.000673955 -3.30212e-05 0.000331371 0.00198717 1.90386e-05 -0.00050403 0.00418096 0.00331847 0.00196506 0.00548393 -0.00137945 -0.000641803 1.05106e-05 0.00169622 -0.000402 -0.000607272 0.00100223 0.000399032 0.00141431 0.00924718 0.000938264 0.000432985 0.00202775 0.0034551 0.00713072 0.0111413 0.0241733 -0.000942308
internal_weight=1.32594e+06 199942 53104 146838 82789 13128 69661 64049 1381 9412 5792 3620 3716 2476 32214 20890 51923 62668 1978 15653 8828 1268 972 7127 3756 2352 755 469 113 47015
internal_count=1325944 199942 53104 146838 82789 13128 69661 64049 1381 9412 5792 3620 3716 2476 32214 20890 51923 62668 1978 15653 8828 1268 972 7127 3756 2352 755 469 113 47015
cat_boundaries=0 1 2 3
cat_threshold=4914 1280 4112
is_linear=0
shrinkage=0.05


Tree=393
num_leaves=31
num_cat=3
split_feature=135 54 39 25 17 68 136 74 28 17 12 121 123 29 56 107 35 136 40 59 136 8 92 12 71 35 70 131 59 77
split_gain=2.0824 2.32021 5.57955 9.14919 10.841 7.6215 9.5146 7.17643 9.10848 6.73974 7.56736 7.0388 7.41644 6.78911 6.82987 6.65599 6.73829 10.9637 6.97833 6.51667 6.34279 8.825 11.7719 14.5746 13.8267 12.2989 9.58089 7.20296 6.25111 5.99919
threshold=1024.2500000000002 9.1250000000000018 14.949999809265138 213.50000000000003 13.344999790191652 277.56959533691412 0 0.81642046570777904 1000.5499877929689 14.039999961853029 2.1750000715255742 0.55191597342491161 0.55191597342491161 1016.8500061035157 282.67344665527349 -0.7617298662662505 14.250000000000002 1 2.5499999523162846 245.2812194824219 2 0.84999999403953563 0.082234505563974394 2.7949999570846562 296.05641174316412 17.44999980926514 321.48103332519537 323.50000000000006 274.46267700195318 12.324999809265138
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 6 -5 8 -3 10 -10 -12 -13 14 -11 16 18 29 -9 -6 -7 -22 23 27 -25 26 -24 -23 -26 -18
right_child=-2 2 3 5 19 20 -8 15 9 13 11 12 -14 -15 -16 -17 17 -19 -20 -21 21 22 25 24 28 -27 -28 -29 -30 -31
leaf_value=2.9119101175487784e-05 0.0016438448396299714 -0.0027825869357332722 0.0060870183841736231 0.0045296863257026599 -0.0016998723557911735 0.00065833969060197911 0.00090934900069160839 -2.0530474368128693e-05 -0.0016632529294708692 0.0019848784212669847 -0.0001029803748696134 -0.00071993710471822923 -0.006095193766002583 -0.00047907235364368588 -0.00032181688762241274 0.00059854847575932112 -0.0058985761057654702 -0.0014585882072910895 -0.0028951279875989579 -0.0083017464435838264 0.002623971546327224 -3.5895231850639417e-05 -0.0017201566863469225 0.0024290387746683947 0.043951409896637539 -0.011709363315219937 -0.019132329337298873 0.013246093273756669 0.01057636257261038 -0.021481511328712038
leaf_weight=1086106 1925 4529 425 2394 4712 24061 7477 60180 18489 7141 25437 1673 1041 23293 5828 33284 148 4928 2188 406 1564 1607 6335 72 47 339 80 109 20 106
leaf_count=1086106 1925 4529 425 2394 4712 24061 7477 60180 18489 7141 25437 1673 1041 23293 5828 33284 148 4928 2188 406 1564 1607 6335 72 47 339 80 109 20 106
internal_value=5.29898e-07 -1.85933e-06 -0.00014328 0.000328234 -0.00158638 0.000568858 0.00179289 -0.000267625 -0.000599145 -0.000479862 -0.000877379 -0.000361233 -0.00278171 3.14223e-05 0.000948297 1.98295e-05 -0.000265323 -0.00199779 -0.000121377 -0.00222358 0.00021592 -0.000830314 -0.00145882 0.00206915 0.0176413 -0.00242778 -0.0019373 0.000807774 0.0339887 -0.0119319
internal_weight=1.32594e+06 1.32402e+06 237913 49648 5543 44105 9871 188265 87431 82902 46640 28151 2714 36262 12969 100834 67550 5182 62368 5118 34234 10173 8609 1855 139 6754 6415 1716 67 254
internal_count=1325944 1324019 237913 49648 5543 44105 9871 188265 87431 82902 46640 28151 2714 36262 12969 100834 67550 5182 62368 5118 34234 10173 8609 1855 139 6754 6415 1716 67 254
cat_boundaries=0 1 2 3
cat_threshold=4864 6 7490
is_linear=0
shrinkage=0.05


Tree=394
num_leaves=31
num_cat=1
split_feature=8 93 53 26 42 136 27 27 32 73 65 32 15 76 79 111 59 32 20 65 121 122 33 70 71 14 38 8 29 91
split_gain=2.01186 6.73207 11.9739 9.33999 9.04307 9.31555 7.05842 7.80748 6.4608 6.64415 6.2876 6.08502 7.63688 7.5426 6.32818 6.19865 6.0163 5.45299 6.18215 5.44685 5.35624 5.00383 6.83237 5.83836 5.92846 4.97682 4.95748 4.95043 4.88722 6.50924
threshold=12.150000095367433 0.068328436464071288 1.294999957084656 337.50000000000006 8.6500000953674334 0 335.50000000000006 322.50000000000006 15.050000190734865 0.87355041503906261 22.57499980926514 12.449999809265138 1.0349999666213991 15.444999694824221 10.904999732971193 0.57707244157791149 300.69645690917974 15.550000190734865 4.9449999332427987 0.9650000035762788 -0.81408452987670887 -0.81408452987670887 10.84999990463257 163.06018829345706 294.41575622558599 2.9550000429153447 14.550000190734865 12.449999809265138 1014.8500061035157 0.2014620900154114
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 3 10 5 8 7 28 9 27 17 12 15 14 -13 -7 -15 21 -19 -14 -21 22 -2 24 -23 -18 -25 -4 -6 -30
right_child=1 -3 4 -5 6 11 -8 -9 -10 -11 -12 13 19 16 -16 -17 25 18 -20 20 -22 23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-2.2069728700467014e-05 0.023328738824392743 1.0495771772199339e-05 -0.0017542322858785974 0.011118521289737849 0.0018934811410733143 -0.013888172489462487 -0.022846554452553392 0.025234885869378394 0.0012846938918064717 -0.0060408913303905618 0.0086204510400538659 -0.00026423975647006979 -0.0064471451122090533 -0.0013081936436451893 0.0050547616641108233 0.010744412832202451 -0.0092144179587589845 0.0009296040459531561 0.012703138416064087 0.0061858743102173319 0.00086829229918175771 -0.016269237078085978 0.0042243736992967238 0.0017879184235270636 0.0034701475725760541 0.0031885774575639517 -0.0039769509645160659 0.017622017167058242 0.0064566422833545051 0.029210508516167896
leaf_weight=1168902 52 127360 39 316 992 145 24 44 331 46 371 1740 242 8024 824 31 423 209 239 500 8954 96 468 4338 63 100 408 213 416 34
leaf_count=1168902 52 127360 39 316 992 145 24 44 331 46 371 1740 242 8024 824 31 423 209 239 500 8954 96 468 4338 63 100 408 213 416 34
internal_value=5.05153e-07 0.000168536 0.000846655 0.00273205 0.000311745 5.03746e-05 0.00405263 0.00448707 0.00599754 0.0114335 0.00230762 -0.000130697 0.00077256 -0.000933349 0.00144514 -0.00954948 -0.00164687 0.00190884 0.00721057 0.000959923 0.00114953 0.00147102 0.00613481 0.000976589 -0.00844797 -0.00684291 0.00129233 0.0146233 0.00385399 0.00817582
internal_weight=1.32594e+06 157042 29682 6560 23122 21612 1510 1486 629 298 6244 20983 9872 11111 2564 176 8547 5873 448 9696 9454 5425 520 4905 159 523 4746 252 1442 450
internal_count=1325944 157042 29682 6560 23122 21612 1510 1486 629 298 6244 20983 9872 11111 2564 176 8547 5873 448 9696 9454 5425 520 4905 159 523 4746 252 1442 450
cat_boundaries=0 1
cat_threshold=1024
is_linear=0
shrinkage=0.05


Tree=395
num_leaves=31
num_cat=0
split_feature=36 17 72 20 99 108 35 85 33 35 91 77 80 98 30 20 8 77 55 111 33 109 104 38 64 39 6 54 12 55
split_gain=2.51936 5.05065 4.45157 5.90118 5.72831 7.82638 5.89898 5.27514 5.20501 4.8627 4.61674 4.46581 4.45713 4.43147 6.90048 4.59324 4.50157 4.55046 5.3944 4.81495 4.07531 3.81253 4.80214 3.79886 4.61336 4.48459 6.51151 4.60753 3.79785 4.18118
threshold=8.7500000000000018 4.8800001144409189 0.80047193169593822 5.9749999046325692 -0.73683738708496083 0.82485666871070873 9.2500000000000018 0.8696364462375642 10.050000190734865 8.7500000000000018 -0.99721178412437428 42.145000457763679 346.37513732910162 -0.97785329818725575 1014.7500000000001 5.6549999713897714 11.34999990463257 20.435000419616703 0.51499998569488536 0.42895591259002691 9.6500000953674334 0.57766228914260875 -0.64871907234191883 7.5499999523162851 3.7849999666213994 8.0500001907348651 15.550000190734865 0.21499999612569812 1.0149999856948855 0.63499999046325695
decision_type=2 2 2 2 2 2 2 2 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 4 5 6 -3 -4 9 -9 -7 12 28 14 -8 -16 -15 18 -18 -19 -21 -6 -23 24 -12 -25 -27 -28 29 -5
right_child=-2 2 7 11 21 10 13 8 -10 -11 23 -13 -14 16 15 -17 17 19 -20 20 -22 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.010532334008394546 9.8490936595786686e-06 -0.004565751490358534 -0.0012359200214935603 0.0034571845410077055 -0.0099993495731097136 0.010999451137104189 -0.0066610059048980473 -0.01454717849004776 -0.015708377399119459 -0.0017500881063118685 0.0047629034278368716 0.0053450040324727411 -0.019554795830377513 -0.0042850052909309266 0.016585739392008799 -0.0047711549476990786 0.025204607695341108 -0.023035893646911498 0.0016643844593210886 -0.010361489860171623 0.0048622878683921263 0.0078847279558734353 -0.0001785683613536248 -0.016882674396719918 -0.015540470985265878 -0.0050140934333883815 -0.041619243879209872 -0.0088763179080117317 0.00078068543128259214 -0.011311570563146448
leaf_weight=99 1313737 869 1224 74 90 32 65 94 133 353 99 493 28 425 134 31 45 21 53 55 219 201 2270 175 39 351 22 21 4253 136
leaf_count=99 1313737 869 1224 74 90 32 65 94 133 353 99 493 28 425 134 31 45 21 53 55 219 201 2270 175 39 351 22 21 4253 136
internal_value=3.23334e-06 -0.000714823 -0.000807574 -0.000402679 -0.00157811 -0.00320502 -0.00151983 -0.00309712 -0.00702488 -0.0044412 -0.00757647 0.000827702 0.000331814 0.00100584 0.00713747 0.0125732 -0.000718218 0.003139 0.0124737 3.79842e-05 0.00180642 0.000109152 0.000477329 -0.00841724 -0.000975007 -0.0102222 -0.00726389 -0.0256285 0.000456579 -0.00610734
internal_weight=1.32584e+06 12104 12005 10201 5217 2656 1917 1804 580 447 739 4984 4491 1048 230 165 818 393 98 295 274 2561 2471 707 138 569 394 43 4463 210
internal_count=1325841 12104 12005 10201 5217 2656 1917 1804 580 447 739 4984 4491 1048 230 165 818 393 98 295 274 2561 2471 707 138 569 394 43 4463 210
is_linear=0
shrinkage=0.05


Tree=396
num_leaves=31
num_cat=4
split_feature=108 39 32 136 15 11 100 134 55 121 13 86 97 124 107 20 28 31 31 136 55 40 12 136 54 39 136 26 102 12
split_gain=2.51222 3.65186 3.88058 3.94591 3.67242 4.31437 4.274 3.4102 3.28947 5.01873 5.58956 3.36546 3.04575 2.83199 2.62851 9.13252 6.02304 13.2376 10.1882 10.0553 8.48877 8.12887 10.232 10.8325 10.2277 8.94328 18.3078 8.75568 8.11629 8.68069
threshold=-0.9929710030555724 11.34999990463257 11.84999990463257 0 1.7250000238418581 7.8500001430511483 0.482283964753151 1014.3500061035157 6.4849998950958261 0.23343648016452792 1.8450000286102297 0.82585209608078014 -0.89186245203018177 -0.52247866988182057 -0.91484948992729176 4.3250000476837167 1011.7500000000001 1011.6499938964845 1012.4500122070314 1 0.11499999836087228 9.0500001907348651 0.97500002384185802 2 1.3650000095367434 15.150000095367433 3 235.50000000000003 0.43349093198776251 2.8149999380111699
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 1 2 2 2
left_child=1 2 3 -1 5 7 -7 -3 9 -6 -11 12 -12 -5 15 -2 17 -17 19 -18 -20 22 23 24 -22 28 27 -27 -24 -30
right_child=14 4 -4 13 8 6 -8 -9 -10 10 11 -13 -14 -15 -16 16 18 -19 20 -21 21 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.0026553082631935302 0.0022871159511219882 -6.0616540389584009e-05 -0.0079652509530088022 -0.0035817707165818283 0.0074063895551189397 -0.0052817445719847457 -0.02832670861056873 -0.018768508516252044 -0.00042941346843949164 0.014964273758232595 0.00032021699830412547 0.0025924292869760196 -0.012314884887269603 -0.018299438684738968 3.8635190126421949e-05 -0.00025098280371012516 0.0012389303420204192 0.0019003918824793979 0.0020607857562593749 -0.0021174139094783913 -0.016439827828128872 0.00060773340261912148 -0.00019212012270378599 -0.0012569877735916139 -0.0032859103054700732 0.048427726030349734 0.00052752948491845532 0.013262426402637518 -0.0018683321041729135 0.00051019467377362636
leaf_weight=309 3769 951 355 355 387 480 21 25 2191 51 81 163 116 36 1105337 22877 2697 10401 4068 12831 228 23408 72010 17995 420 20 22887 154 16191 5027
leaf_count=309 3769 951 355 355 387 480 21 25 2191 51 81 163 116 36 1105337 22877 2697 10401 4068 12831 228 23408 72010 17995 420 20 22887 154 16191 5027
internal_value=3.07167e-06 -0.00106128 -0.00370704 -0.00154752 -0.000436268 -0.00247594 -0.0062477 -0.000539815 0.000571624 0.00332008 -0.000527604 -0.00272229 -0.00711974 -0.00481374 7.52231e-06 -0.000152445 -0.000195977 0.000421427 -0.000311446 -0.00153503 -0.000194458 -0.000252399 -0.000401614 -0.00148905 -0.00779386 -0.00022728 0.000654343 0.016364 -0.00044536 -0.00130481
internal_weight=1.32584e+06 5521 1055 700 4466 1477 501 976 2989 798 411 360 197 391 1.32032e+06 214983 211214 33278 177936 15528 162408 158340 134932 18643 648 116289 23061 174 93228 21218
internal_count=1325841 5521 1055 700 4466 1477 501 976 2989 798 411 360 197 391 1320320 214983 211214 33278 177936 15528 162408 158340 134932 18643 648 116289 23061 174 93228 21218
cat_boundaries=0 1 2 3 4
cat_threshold=71 1414 272 16
is_linear=0
shrinkage=0.05


Tree=397
num_leaves=31
num_cat=1
split_feature=36 22 136 107 28 31 56 63 12 71 95 107 7 23 100 20 77 72 67 94 92 31 28 70 118 70 71 54 97 77
split_gain=2.27616 4.46544 5.02805 6.30147 5.59735 10.5484 6.65661 5.49527 4.83554 7.28787 6.17324 4.60824 4.1433 3.93755 3.83206 3.71238 5.44127 5.12431 4.94565 6.84039 7.23588 5.21915 7.19738 5.82937 4.72503 6.80778 5.70914 4.31787 8.61058 5.77136
threshold=8.7500000000000018 4.4249999523162851 0 -0.91484948992729176 1011.2500000000001 1008.8500061035157 305.36447143554693 0.46845330297946935 3.7150000333786015 302.35542297363287 -0.93784430623054493 -0.68003877997398365 12.550000190734865 5.4249999523162851 0.27576853334903723 5.9749999046325692 37.364999771118171 0.76051568984985363 1.235000014305115 0.51414406299591076 0.15358585119247439 1024.2500000000002 1025.4500122070315 302.76518249511724 0.82409480214118969 298.73983764648443 285.01190185546881 0.49500000476837164 -0.89634829759597767 3.1049998998641972
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 -1 4 -4 5 12 -7 8 9 -5 -11 -10 -3 -12 -9 18 -17 -18 27 21 -21 -20 23 -23 26 -26 -22 28 -6 -29
right_child=-2 2 3 7 15 6 -8 14 11 10 13 -13 -14 -15 -16 16 17 -19 19 20 24 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0081983288284750901 9.2068275666033932e-06 -0.0018906477831245078 -0.016065130798874588 0.0015751430327339971 0.012741597426489374 -0.0051070070679708028 -0.017147604731688772 0.0043595589458851553 -0.0049899289291352039 0.014477955585434325 0.0054190907538646743 0.025426170188416797 0.0064693628545152027 -0.018035341044195182 -0.012495237222112911 0.0003535753594511846 0.010909596239342859 0.00038543219141299939 3.2724365831578417e-05 -9.0020521986102612e-05 -0.024269573059619257 -0.0090958286806027289 0.003694152154167297 -0.036121549009112644 -0.029916992309418595 -0.0097059855196394221 -0.003177225844114024 -0.018258337707060281 0.0005225327555379108 -0.0016200149899762248
leaf_weight=140 1313737 364 101 434 158 659 139 41 20 21 21 33 250 121 190 4748 249 216 1329 238 38 53 57 32 66 113 206 61 1648 358
leaf_count=140 1313737 364 101 434 158 659 139 41 20 21 21 33 250 121 190 4748 249 216 1329 238 38 53 57 32 66 113 206 61 1648 358
internal_value=2.91849e-06 -0.000679602 -0.000783489 -0.00419304 -0.000474361 -0.00341352 -0.0072043 -0.00287958 -0.000525479 -0.00181043 -0.0108248 0.0139484 0.00151327 -0.0145667 -0.00950369 -4.12001e-05 0.000859106 0.00602095 -0.00111839 -0.0028393 -0.00706426 -0.000940796 -0.0100521 -0.0192702 -0.0109883 -0.0171581 -0.0064621 0.000530599 0.00159153 -0.0040423
internal_weight=1.32584e+06 12104 11964 982 10982 1412 798 881 650 597 163 53 614 142 231 9570 5213 465 4357 2132 661 1471 142 85 423 179 244 2225 1806 419
internal_count=1325841 12104 11964 982 10982 1412 798 881 650 597 163 53 614 142 231 9570 5213 465 4357 2132 661 1471 142 85 423 179 244 2225 1806 419
cat_boundaries=0 1
cat_threshold=128
is_linear=0
shrinkage=0.05


Tree=398
num_leaves=31
num_cat=2
split_feature=108 120 95 31 136 67 92 136 72 32 57 90 69 16 56 8 92 123 3 86 53 82 119 75 65 92 26 39 84 116
split_gain=2.26721 5.16842 5.51788 5.39415 4.03105 3.83123 3.20396 2.92118 3.07384 3.57369 2.84759 2.60276 2.57223 2.56305 2.55999 2.48431 7.71514 7.56885 5.24757 6.53578 5.96453 5.22609 4.98522 4.58322 4.28679 4.1744 5.94907 4.48785 4.06054 3.94294
threshold=-0.9929710030555724 0.13052122294902804 -0.88136649131774891 1014.1499938964845 0 6.1649999618530282 -0.69758498668670643 1 0.42392945289611822 12.550000190734865 222.96417999267581 -0.87158787250518788 255.07051086425784 13.344999790191652 154.94572448730472 15.150000095367433 -0.77093198895454396 -0.78257837891578663 324.50000000000006 0.83154672384262096 9.1849999427795428 331.14935302734381 -0.91702514886856068 0.81130400300025951 5.5150001049041757 0.17921617627143863 336.50000000000006 8.5500001907348651 0.90746214985847484 0.7933231294155122
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=1 4 3 11 10 -5 -7 8 9 -4 12 -3 -1 -10 -6 -2 17 -17 22 -20 23 -18 -19 -21 -24 26 28 -28 -23 -26
right_child=15 2 7 5 14 6 -8 -9 13 -11 -12 -13 -14 -15 -16 16 21 18 19 20 -22 25 24 -25 29 -27 27 -29 -30 -31
leaf_value=0.0067012863703580063 -6.2202964949359313e-06 -0.0021768399240339503 -0.0054508988494053482 0.0049989786235248457 -0.015459712594747439 0.00059197691845751948 -0.027370825796388089 -4.8137573997470651e-05 -0.0055601796001507114 0.012270604251093713 0.0032668841691950302 -0.01485028799822989 0.024358723730300416 -0.00093218473145914344 6.6584997077063666e-05 0.017664748180212211 0.00011625859698530044 0.0086274353577004328 0.023938051264526118 0.005976053062253274 0.028849047467112546 -5.6608708885808788e-05 -0.0033433692235322228 -0.010431997528299691 0.0010353100092342013 0.0015422315929832602 -0.0078515816080783098 0.016732767838984728 0.022449889474294403 0.013190782682813077
leaf_weight=55 1273017 51 50 104 27 21 20 1668 817 66 352 197 33 472 1588 92 43280 186 54 286 25 225 525 50 340 1954 21 160 22 83
leaf_count=55 1273017 51 50 104 27 21 20 1668 817 66 352 197 33 472 1588 92 43280 186 54 286 25 225 525 50 340 1954 21 160 22 83
internal_value=2.77256e-06 -0.00100834 -0.00218631 -0.00776493 0.000978431 -0.000104077 -0.0130484 -0.00147287 -0.00314159 0.00463203 0.00516078 -0.0122441 0.0133228 -0.00386552 -0.0001918 7.0006e-06 0.000362801 0.00373118 0.00290362 0.00771429 0.00528747 0.000241748 0.0011431 0.00353438 -0.000325346 0.00252185 0.00699421 0.0138804 0.00194802 0.00342043
internal_weight=1.32584e+06 5521 3466 393 2055 145 41 3073 1405 116 440 248 88 1289 1615 1.32032e+06 47303 1641 1549 415 361 45662 1134 336 948 2382 428 181 247 423
internal_count=1325841 5521 3466 393 2055 145 41 3073 1405 116 440 248 88 1289 1615 1320320 47303 1641 1549 415 361 45662 1134 336 948 2382 428 181 247 423
cat_boundaries=0 1 2
cat_threshold=70 402
is_linear=0
shrinkage=0.05


Tree=399
num_leaves=31
num_cat=6
split_feature=107 20 28 31 31 136 136 39 55 40 12 136 54 39 136 26 102 12 136 27 66 135 136 36 75 71 12 82 4 79
split_gain=2.19558 8.2041 6.02684 12.4068 9.31498 8.76397 7.76548 7.73095 7.69082 7.32081 9.18879 9.50786 8.64656 8.07699 16.5313 7.90201 7.54099 7.85916 9.19398 8.37577 8.20311 7.20661 7.12765 8.31838 9.84452 7.34509 7.08231 6.9667 6.79677 9.29493
threshold=-0.91484948992729176 4.3250000476837167 1011.7500000000001 1011.6499938964845 1012.4500122070314 0 1 14.150000095367433 0.11499999836087228 9.0500001907348651 0.97500002384185802 2 1.3650000095367434 15.150000095367433 3 235.50000000000003 0.43349093198776251 2.8149999380111699 4 306.50000000000006 24.994999885559086 1018.2500000000001 5 18.050000190734867 0.42293164134025579 196.49769592285159 1.0950000286102297 288.48104858398443 3.0499999523162846 10.305000305175783
decision_type=2 2 2 2 2 1 1 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -4 -5 -3 26 10 11 12 -10 16 15 -15 -12 18 28 20 -20 -9 23 24 -16 -25 -6 -27 -18 -30
right_child=-2 2 4 6 8 -7 -8 21 9 -11 13 -13 -14 14 22 -17 17 -19 19 -21 -22 -23 -24 25 -26 27 -28 -29 29 -31
leaf_value=0.0021638120222538838 3.1017064839370809e-05 0.00084358789595793742 0.0011123169434693922 0.0051500008102767329 0.00029217437192642686 -0.0020132687511051489 0.0012864295050015922 -0.00074974822002838869 -0.015159198665862968 0.00057259232245353102 -0.00018314965961550826 -0.0011964500715740706 -0.0031426312101059221 0.046006190776824954 0.0093172030967498057 0.01259915573558734 -0.0025885736147346333 0.0004734990002668363 -0.0012060099184412665 -0.005313428925653672 -0.0053384053683783461 -0.0062664597459648422 -0.00022687404638756467 0.037052084952592851 0.00082553342579934667 0.01187197157026579 0.0045707034225948391 0.00091699048341943004 0.0030041509477111697 -0.0022932431637808222
leaf_weight=3786 1109870 9799 2713 1513 2484 12849 9112 12670 232 23425 72360 18020 422 20 356 154 1844 5030 7038 2299 1448 621 13690 20 8271 282 1584 299 2352 1278
leaf_count=3786 1109870 9799 2713 1513 2484 12849 9112 12670 232 23425 72360 18020 422 20 356 154 1844 5030 7038 2299 1448 621 13690 20 8271 282 1584 299 2352 1278
internal_value=2.63392e-06 -0.000143226 -0.000184391 0.000428705 -0.000300212 -0.00146895 0.00184266 -0.000221934 -0.000188566 -0.000243545 -0.000384726 -0.00141454 -0.00729386 -0.000219996 0.000617541 0.0155456 -0.000426516 -0.0012537 -0.00178804 -0.00263395 -0.00191114 -0.00100751 0.000497202 0.00157047 0.00117595 0.00725976 0.00195815 0.00623421 -0.000116399 0.00113912
internal_weight=1.32584e+06 215971 212185 33715 178470 15562 10625 23090 162908 158840 135415 18674 654 116741 23092 174 93649 21289 16259 10785 8486 13291 22918 9228 8627 601 4068 581 5474 3630
internal_count=1325841 215971 212185 33715 178470 15562 10625 23090 162908 158840 135415 18674 654 116741 23092 174 93649 21289 16259 10785 8486 13291 22918 9228 8627 601 4068 581 5474 3630
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=1414 1283 272 16 5268 5058
is_linear=0
shrinkage=0.05


Tree=400
num_leaves=31
num_cat=3
split_feature=93 61 77 70 54 21 136 18 81 136 36 35 87 64 31 5 60 89 95 28 35 136 33 67 53 19 13 107 65 61
split_gain=2.80985 9.51221 8.21094 5.68253 5.90852 5.76006 12.3016 5.57736 6.79187 8.88359 8.75021 7.43246 10.044 7.35038 7.34306 6.50704 6.36104 6.26809 5.98903 8.3844 12.015 9.059 6.45265 6.42357 9.45455 8.73359 7.5024 6.76175 6.97173 8.04916
threshold=-0.60750499367713917 0.27087228000164038 0.6850000023841859 264.63479614257818 1.2749999761581423 5.4449999332427987 0 17.029999732971195 317.79133605957037 1 12.650000095367433 10.34999990463257 0.85117009282112133 45.905000686645515 1020.9500122070314 8.5500001907348651 0.30068388581275945 -0.15549859404563901 -0.46180675923824305 1022.1499938964845 15.949999809265138 2 9.2500000000000018 10.715000152587892 11.22499990463257 10.405000209808351 2.4150000810623173 -0.72873726487159718 6.8250000476837167 0.36096183955669409
decision_type=2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6 8 17 -10 -11 12 -12 14 -13 -16 -14 18 19 -4 21 -21 -23 -20 25 -25 -26 28 -27 -30
right_child=-2 2 7 4 5 -7 -8 -9 9 10 11 13 16 -15 15 -17 -18 -19 23 20 -22 22 -24 24 26 27 -28 -29 29 -31
leaf_value=-7.5869571372993882e-05 -3.1421951983662991e-05 0.0037238021331728599 0.00031056394681255135 0.0031699771946769174 0.015732180334978703 0.00034222039230259326 0.0019396803517203643 -0.0012106426798130596 0.0048524715869077443 -0.00096485249467203802 -0.00062372998772076819 0.0010556782038567544 0.0040643036099416874 0.027845939750281663 0.013708981505523507 -0.0089077957293116749 0.033003644173238748 -0.00054979114252515498 -0.0010247500709806611 0.0090676184178678926 -0.016080417002418215 -0.01352538090415191 0.0025998186258924748 -0.00087618361565473433 -0.010227013520153821 0.0081140959983390989 0.00058938746895189362 0.0068070471095824439 0.0053477303925138133 -0.00037156457500814381
leaf_weight=5530 1124636 1519 85564 5057 181 6319 1117 8597 1369 5522 83 11632 28 26 195 38 59 40494 17824 706 70 69 615 3192 343 378 301 769 802 2641
leaf_count=5530 1124636 1519 85564 5057 181 6319 1117 8597 1369 5522 83 11632 28 26 195 38 59 40494 17824 706 70 69 615 3192 343 378 301 769 802 2641
internal_value=-6.4482e-07 0.000171525 6.30022e-05 0.0012615 0.00184503 0.000965388 0.00399913 3.23335e-05 9.42016e-05 0.000987299 0.000683211 0.00143833 0.0118191 0.00128992 0.00123172 0.0100204 0.0236898 -1.58732e-05 0.000174996 0.000374673 0.0041318 0.00514968 0.000959131 -0.000486974 0.000650616 0.00113243 -0.00517152 0.00252926 0.00166833 0.000960667
internal_weight=1.32568e+06 201040 182836 18204 12674 7617 1298 181317 172720 18952 17583 12061 170 11891 11865 233 87 153768 113274 87024 1460 1390 684 26250 8426 7782 644 4590 3821 3443
internal_count=1325676 201040 182836 18204 12674 7617 1298 181317 172720 18952 17583 12061 170 11891 11865 233 87 153768 113274 87024 1460 1390 684 26250 8426 7782 644 4590 3821 3443
cat_boundaries=0 1 2 3
cat_threshold=1026 5 1937
is_linear=0
shrinkage=0.05


Tree=401
num_leaves=31
num_cat=3
split_feature=94 93 136 92 116 89 91 77 3 136 54 37 126 32 136 132 38 40 37 33 67 31 99 67 28 52 79 16 19 31
split_gain=2.62934 7.40308 8.87171 10.1343 9.5822 9.07524 7.93682 7.85126 7.47884 7.55636 7.41865 7.24008 6.55838 8.15243 16.6332 9.77966 11.8892 9.15982 8.99958 11.9595 8.227 7.88715 9.35134 8.82487 8.72079 8.94082 11.7667 9.1312 7.74205 8.1798
threshold=-0.54469642043113697 0.41287773847579962 0 -0.33370478451251978 0.89490029215812694 -0.78350305557250965 -0.48007859289646143 1.1549999713897707 1.0000000180025095e-35 1 4.0450000762939462 15.949999809265138 0.86159634590148937 12.550000190734865 2 1016.3500061035157 11.550000190734865 9.1500000953674334 15.34999990463257 11.550000190734865 7.1449999809265146 1013.3500061035157 -0.89098966121673573 2.0649999380111699 1018.0499877929689 12.885000228881838 17.304999351501468 10.405000209808351 15.405000209808351 1021.3500061035157
decision_type=2 2 1 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=1 7 -3 4 10 -6 -5 8 11 -10 -4 -1 13 14 -9 16 17 21 -18 -20 -21 23 -23 -16 25 27 -27 -24 -15 -30
right_child=-2 2 3 6 5 -7 -8 12 9 -11 -12 -13 -14 28 15 -17 18 -19 19 20 -22 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=0.013089426155719492 -3.1570420941114164e-05 -0.0039664821920666537 0.0017543168817269171 -0.00037069546208710316 -0.00686111586846112 0.013296240541229423 -0.0042078074981850757 -0.00022021701425770652 -0.0020035679047918117 0.0022051067374653059 -0.0027483869808189124 -0.0017574305375307896 0.00088280582264911556 -7.9675941943625145e-06 -0.011756532417911985 0.008604933943426582 0.00073144358109505534 0.022999375800211583 -0.0049748341759285808 0.013299761580716546 0.044814638552876818 0.008720309077918674 0.0067719851098602749 0.0016967657262521392 -0.0017244422398080509 0.039048627867948181 -0.0017516739976902802 -0.0032082230927806127 -0.0013429301856891238 0.0084334897402618177
leaf_weight=270 1110811 2101 3578 3413 70 276 2227 25560 1295 5897 1229 118 27816 105626 142 501 15076 62 88 151 24 1050 913 861 676 43 30 306 15249 217
leaf_count=270 1110811 2101 3578 3413 70 276 2227 25560 1295 5897 1229 118 27816 105626 142 501 15076 62 88 151 24 1050 913 861 676 43 30 306 15249 217
internal_value=-6.00664e-07 0.000159507 -0.00100206 -0.00042093 0.00118158 0.00921816 -0.00188581 0.000233662 0.00181236 0.00144757 0.000603116 0.00857414 0.000172103 5.34248e-05 0.000624169 0.00170672 0.00152966 0.00392743 0.000891406 0.010061 0.0176218 0.00363336 0.00490996 -0.000207889 0.00287699 0.00528456 0.0222814 0.0042667 -0.000160951 -0.00120576
internal_weight=1.32568e+06 214865 12894 10793 5153 346 5640 201971 7580 7192 4807 388 194391 166575 45483 19923 19422 4083 15339 263 175 4021 3018 1003 1968 1292 73 1219 121092 15466
internal_count=1325676 214865 12894 10793 5153 346 5640 201971 7580 7192 4807 388 194391 166575 45483 19923 19422 4083 15339 263 175 4021 3018 1003 1968 1292 73 1219 121092 15466
cat_boundaries=0 1 2 3
cat_threshold=4196 212 212
is_linear=0
shrinkage=0.05


Tree=402
num_leaves=31
num_cat=0
split_feature=57 20 61 109 63 75 102 60 86 107 61 55 78 90 28 92 66 12 5 80 105 69 29 12 54 0 90 79 56 81
split_gain=2.60382 4.84291 4.80182 5.5073 4.74551 6.5733 3.65544 3.78008 7.51611 4.15951 3.9518 7.37638 5.62695 3.74124 3.73454 4.80522 4.24145 3.95146 5.48401 3.60234 3.97234 3.60241 4.00235 3.59017 4.17388 4.87148 4.5057 3.55358 3.45706 3.36821
threshold=347.87677001953131 6.7550001144409189 0.52153781056404125 0.92372754216194164 0.52228346467018139 0.89358267188072216 -0.68161553144454945 0.23148609697818759 0.73993995785713207 -0.12484111264348029 0.27087228000164038 0.074999999254941954 49.965000152587898 -0.98617103695869435 1015.5499877929689 0.7904634177684785 16.23499965667725 1.5850000381469729 9.2500000000000018 312.04206848144537 -0.77984184026718129 318.16641235351568 1012.6499938964845 2.4550000429153447 3.6650000810623173 350.50000000000006 -0.49624903500080103 10.204999923706056 264.69424438476568 304.36604309082037
decision_type=2 2 2 2 2 2 2 2 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 -2 8 -8 -10 14 -12 13 28 16 17 19 -16 -19 20 -9 -21 -23 24 25 -15 -27 29 -13 -6
right_child=1 -3 3 -5 27 -7 7 10 9 -11 11 12 -14 23 15 -17 -18 18 -20 21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=2.5089811633183722e-06 -0.015908643528819082 0.0018952154566458422 -0.032078289939090614 -0.0058754959344290772 0.01205581934856517 -0.023131283503025773 -0.021561609088842359 -0.013366204314672996 0.0077734689293469401 -0.014092147098078081 0.015702854309594099 -0.0058327602156038796 -0.026476692136687536 -0.0016502195643575712 -0.005810233280342662 -0.017537862685276195 0.0093417374501851471 0.023843617742327419 -0.0035675969453425045 -0.027818857127379987 0.0089961685593528996 -0.024682158872915003 0.0021202832832932471 0.0030459742489771522 -0.017351539576396582 -0.033224085226655008 -0.0013841460552066565 0.013069054470341429 0.015958777049001165 -0.013714695614180528
leaf_weight=1323118 50 716 29 65 21 40 28 63 232 24 59 28 24 370 79 40 22 37 36 62 29 26 30 173 63 25 20 83 52 32
leaf_count=1323118 50 716 29 65 21 40 28 63 232 24 59 28 24 370 79 40 22 37 36 62 29 26 30 173 63 25 20 83 52 32
internal_value=-5.72133e-07 -0.00159427 -0.00295066 -0.0139593 -0.00235866 -0.00311537 -0.00260606 -0.00216905 0.00303348 0.00572357 -0.00336252 -0.0013237 -0.00265425 -0.00187212 -0.00727666 -0.00211845 -0.0115455 0.00193929 0.0103258 -0.0137337 -0.0063172 -0.0195161 -0.0103237 -0.00312605 -0.00535986 -0.00353944 -0.019073 0.00661054 0.00833174 -0.00350374
internal_weight=1.32568e+06 2558 1842 94 1748 1612 1572 1522 284 256 1238 814 755 731 424 192 232 152 73 210 92 118 56 651 478 415 45 136 80 53
internal_count=1325676 2558 1842 94 1748 1612 1572 1522 284 256 1238 814 755 731 424 192 232 152 73 210 92 118 56 651 478 415 45 136 80 53
is_linear=0
shrinkage=0.05


Tree=403
num_leaves=31
num_cat=0
split_feature=94 93 77 125 1 37 19 32 60 67 29 56 4 123 55 34 4 19 16 64 34 15 75 37 23 23 112 31 8 64
split_gain=2.38229 6.59607 7.11525 7.05879 6.47175 6.47273 6.00019 10.8098 8.59815 7.37294 9.08402 7.53325 7.19989 7.18815 9.83398 7.63252 10.1145 6.85658 9.69573 6.90485 6.82264 8.44325 7.2365 7.55932 7.06641 6.87646 6.628 6.59053 6.5044 6.49416
threshold=-0.54469642043113697 0.41287773847579962 1.075000047683716 0.9536806344985963 1.0000000180025095e-35 15.949999809265138 15.405000209808351 15.550000190734865 0.76974213123321544 5.8849999904632577 1022.7500000000001 230.56867980957034 6.4500000476837167 -0.43049471080303187 17.304999351501468 11.449999809265138 4.0499999523162851 10.405000209808351 6.9049999713897714 3.2350000143051152 13.550000190734865 2.9150000810623173 0.74434590339660656 15.34999990463257 4.5050001144409189 7.2850000858306894 -0.46173103153705591 1008.6499938964845 1.9499999880790713 2.1650000810623173
decision_type=2 2 2 2 2 2 2 2 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 -3 5 -1 8 9 17 12 13 -12 -8 14 29 -16 -17 18 19 27 22 -22 23 24 -20 26 -24 -4 -26 -11
right_child=-2 3 6 -5 -6 -7 7 -9 -10 10 11 -13 -14 -15 15 16 -18 -19 20 -21 21 -23 25 -25 28 -27 -28 -29 -30 -31
leaf_value=0.013916131389577049 -3.0022453886173707e-05 -0.0013253253585074215 -0.0033790670391205552 0.002649928134015803 0.0015175741545476852 -0.0024036059757088159 0.00036593783519894884 -0.0022556217635153392 -0.0014801752361678848 0.022155507754247922 0.044714248990235128 0.0054308750523397557 -0.0021856040497952789 -0.00078638752764597958 -0.00325593094149714 0.0017798789931238509 0.021960032796877298 0.00076560879489318305 -0.0055516962367458409 0.0042172985231433546 -0.00062410535692396121 0.0061503786445715504 -0.0010822745119418195 0.0063587258680337854 -0.001367016458513555 0.0015294082394879944 0.0025613842203034195 0.0012216147510057209 0.0011092351586253321 0.0013666080107128499
leaf_weight=207 1110811 11659 837 1235 6062 86 9815 6842 6745 39 23 26 3849 1156 68 92 191 60412 441 1805 42231 465 16097 609 2989 3872 1353 11123 23514 1022
leaf_count=207 1110811 11659 837 1235 6062 86 9815 6842 6745 39 23 26 3849 1156 68 92 191 60412 441 1805 42231 465 16097 609 2989 3872 1353 11123 23514 1022
internal_value=-5.43527e-07 0.000151857 0.000221854 -0.000944572 0.00186837 0.00912604 0.000168363 -0.000587971 0.000269751 0.00011285 0.00254414 0.02387 -0.000352804 0.00213722 0.00453077 0.0117855 0.0153997 0.000340963 9.74221e-05 0.00133469 -8.85642e-05 -0.000550325 0.000314819 0.000850024 0.000725514 -0.000376792 -0.00079976 0.000899644 0.000829964 0.00213076
internal_weight=1.32568e+06 214865 201971 12894 6355 293 195616 23123 172493 16281 2617 49 13664 2568 1412 351 283 165748 105336 13765 91571 42696 48875 27553 26944 21322 17450 11960 26503 1061
internal_count=1325676 214865 201971 12894 6355 293 195616 23123 172493 16281 2617 49 13664 2568 1412 351 283 165748 105336 13765 91571 42696 48875 27553 26944 21322 17450 11960 26503 1061
is_linear=0
shrinkage=0.05


Tree=404
num_leaves=31
num_cat=1
split_feature=57 102 29 0 85 55 69 20 61 22 61 77 69 136 52 24 101 64 87 4 7 115 15 98 15 90 122 61 84 87
split_gain=2.32258 4.43512 4.70891 5.5207 4.66436 4.55247 3.66617 3.50805 5.6751 4.7248 3.66285 3.47488 3.36729 3.9933 4.00741 4.20062 4.07673 4.98597 4.76383 3.82181 3.66427 3.44258 4.23656 3.30825 3.30642 3.19408 4.58941 3.19082 3.13031 3.04067
threshold=347.87677001953131 -0.38569273054599756 1012.3500061035157 166.50000000000003 0.82808277010917675 1.5249999761581423 289.01585388183599 6.555000066757203 0.52153781056404125 6.3849999904632577 0.23620056360960009 26.404999732971195 323.88114929199224 0 3.1650000810623173 326.50000000000006 0.16981364786624911 4.3450000286102304 0.86794504523277294 10.650000095367433 1.5500000119209292 -0.061046212911605828 2.8349999189376835 -0.57153788208961476 2.2649999856948857 -0.77989405393600453 -0.58068084716796864 0.42301453649997717 0.87437120079994213 0.71180409193038952
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 6 3 5 -5 11 -2 8 12 -10 -9 -3 13 19 15 16 29 -18 -19 23 -17 22 -14 27 -20 26 -6 -4 -28 -15
right_child=1 2 7 4 25 -7 -8 10 9 -11 -12 -13 21 14 -16 20 17 18 24 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=2.3936129409425988e-06 -0.0068686460116307961 -0.0095009674983365204 -0.0092789721037548952 0.010096577685769825 -0.0083730841703785995 -0.0042470988770946863 -0.029889790997618723 -0.0088307992695471973 -0.0043481438150328976 -0.033898096112534408 0.0039911558529936537 -0.032351363477546996 0.0028934371406014298 -0.021788431378081442 -0.0092147882685461781 0.011712309289723636 0.012451029718377167 -0.0090208763138659009 0.022552333679050209 0.0081745869233546889 -0.01215709872066793 -0.01615577115910128 0.02131287538343006 -0.022862688304157927 -0.00049954361415335119 -0.0087359215768274701 0.022788517139551621 0.011328654773976833 -0.0025833962624892595 -0.00044954832744701663
leaf_weight=1323118 98 28 178 63 51 60 21 61 31 24 641 41 235 20 101 20 174 73 28 34 82 20 36 40 35 190 31 21 20 101
leaf_count=1323118 98 28 178 63 51 60 21 61 31 24 641 41 235 20 101 20 174 73 28 34 82 20 36 40 35 190 31 21 20 101
internal_value=-5.1635e-07 -0.00150569 -0.00104581 -0.00546126 -0.00224223 -0.0143198 -0.0109312 4.7324e-05 -0.00153802 -0.0172427 0.002877 -0.0230787 -0.000817018 -0.00231851 -8.16242e-05 0.00164752 0.00380688 0.00684496 -0.00032752 -0.00724497 -0.00747682 0.00386291 0.0053403 -0.00974169 0.00974574 -0.00490437 0.00223283 -0.0071043 0.0128387 -0.00397664
internal_weight=1.32568e+06 2558 2439 484 355 129 119 1955 1253 55 702 69 1198 907 634 533 431 310 136 273 102 291 271 239 63 292 102 199 51 121
internal_count=1325676 2558 2439 484 355 129 119 1955 1253 55 702 69 1198 907 634 533 431 310 136 273 102 291 271 239 63 292 102 199 51 121
cat_boundaries=0 1
cat_threshold=1554
is_linear=0
shrinkage=0.05


Tree=405
num_leaves=31
num_cat=1
split_feature=62 103 1 37 136 16 29 54 132 37 73 109 95 52 6 33 24 38 31 38 28 33 53 6 15 132 62 88 70 55
split_gain=2.7614 5.68066 5.02275 5.38096 4.721 3.47833 3.77803 4.80257 3.60415 3.45707 3.43574 5.58401 4.73929 5.46303 4.99241 4.88002 5.77629 5.28183 4.78023 5.30072 4.87231 4.48894 4.01112 5.20256 5.32913 4.949 4.60063 4.1411 3.3004 3.27553
threshold=0.853633612394333 -0.97390606999397267 278.50000000000006 15.84999990463257 0 14.039999961853029 1011.6499938964845 27.394999504089359 1017.7500000000001 9.8499999046325701 0.93822765350341808 0.48795327544212347 -0.73375335335731495 21.435000419616703 8.0500001907348651 12.250000000000002 332.50000000000006 11.650000095367433 1015.1499938964845 10.650000095367433 1017.8500061035157 9.0500001907348651 1.6250000000000002 7.4500000476837167 4.3750000000000009 1010.6499938964845 0.37319044768810278 -0.89375141263008107 314.89041137695318 1.5850000381469729
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 -2 -4 9 6 7 -6 -9 -3 -1 -12 14 15 -13 16 17 18 19 -14 -20 -19 26 25 29 27 -17 -24 -11 -25
right_child=1 4 3 -5 5 -7 -8 8 -10 28 11 12 13 -15 -16 22 -18 21 20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.2778034106802347e-05 0.0033557220389738153 -0.0076801918751532626 0.007086468965786955 0.041288421411350695 0.0043438816570410535 -5.0395946148114487e-05 0.00058100781641492864 0.0025077565165675178 -0.00078674300420053056 -0.0014342575184379002 0.00084534682630843256 -0.0014152659078189617 -0.0005926993414106076 0.00021018003901639832 0.017912988079597757 0.018908186458672087 -0.026916110664606099 -0.014247249417102842 0.0085310252147416284 -0.019596538128946156 -0.010021944595813584 0.0051904421704610758 -0.017718860626352438 -0.003613516078330577 0.0052212737291119993 0.01415372034922863 -0.0098627103520839508 -0.0041341698884855222 0.0040829723180748363 -0.025456529293855851
leaf_weight=1281539 78 203 23 23 1654 15200 17433 1881 1486 3217 1207 105 57 441 49 24 25 34 75 103 67 235 95 20 20 24 33 137 296 121
leaf_count=1281539 78 203 23 23 1654 15200 17433 1881 1486 3217 1207 105 57 441 49 24 25 34 75 103 67 235 95 20 20 24 33 137 296 121
internal_value=-3.67994e-06 0.000397776 0.0110836 0.0241874 0.000365747 0.000533546 0.000929076 0.00213758 0.00105375 -0.0013324 -1.66493e-05 -0.00174408 -0.00362123 -0.00447285 0.00473463 -0.00640296 -0.00339165 -0.00236169 -0.00690023 -0.0128264 -0.000222841 0.00273363 -0.0101893 -0.0118899 -0.0189322 -0.00746087 0.00225135 -0.00969687 -0.000969384 -0.0223582
internal_weight=1.3259e+06 41494 124 46 41370 37654 22454 5021 3367 3716 1.28441e+06 2872 1665 1511 154 1070 596 571 302 160 142 269 474 417 161 256 57 232 3513 141
internal_count=1325905 41494 124 46 41370 37654 22454 5021 3367 3716 1284411 2872 1665 1511 154 1070 596 571 302 160 142 269 474 417 161 256 57 232 3513 141
cat_boundaries=0 1
cat_threshold=80
is_linear=0
shrinkage=0.05


Tree=406
num_leaves=31
num_cat=2
split_feature=62 103 1 37 136 18 29 88 20 37 71 136 37 70 31 54 62 1 117 105 124 39 127 28 66 76 124 67 66 56
split_gain=2.49216 5.1268 4.53303 4.85631 4.2607 3.17518 4.16826 3.50968 6.00558 3.12 3.06152 2.89491 9.42126 8.90806 5.99779 11.1784 17.8376 9.90603 17.1848 8.83595 7.95286 7.30041 7.24618 6.768 6.60343 7.57369 6.54879 6.36703 8.31505 6.2073
threshold=0.853633612394333 -0.97390606999397267 278.50000000000006 15.84999990463257 0 13.344999790191652 1011.6499938964845 -0.8116961121559142 8.7750000953674334 9.8499999046325701 311.70910644531256 1 9.2500000000000018 300.31263732910162 1017.2500000000001 1.1649999618530276 0.49594484269618994 124.50000000000001 -0.9914070963859557 -0.9007812738418578 0.55191597342491161 10.550000190734865 0.55191597342491161 1025.9500122070315 29.195000648498539 19.935000419616703 0.97988739609718334 3.3950001001358037 3.5749999284744267 238.3847579956055
decision_type=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 2 2 2
left_child=11 2 -2 -4 9 6 -6 -8 -9 -3 -11 14 13 -13 26 19 23 18 22 20 29 -20 -18 -17 -23 -26 -1 -28 -29 -16
right_child=1 4 3 -5 5 -7 7 8 -10 10 -12 12 -14 -15 15 16 17 -19 21 -21 -22 24 -24 -25 25 -27 27 28 -30 -31
leaf_value=-3.2789202071193925e-05 0.0031879358981640482 -0.0072961823378226223 0.0067321458183552917 0.039224000202248928 0.0029265021970620959 0.0001908654874338106 0.0012145967501575421 -0.0025018148401737966 0.0036551941406044609 -0.0013793024393021001 0.0038320735432237729 -0.00089045350407429807 3.4449147725806931e-05 -0.0056678361827047453 -0.003015925549376389 -0.0028181109475662828 0.011984975675140765 3.1086533323960014e-05 0.00065126877343772943 -9.8234032619216662e-05 0.0062487426285381892 -0.0019135722112897571 0.04675371795892716 0.0018765331967819298 -0.0069359148731756642 0.002253162347160503 0.00026679965363744909 0.010719106739775898 0.0023436387190994175 0.0037475779524421917
leaf_weight=155914 78 203 23 23 2650 25544 7250 1693 517 3204 309 3799 1002458 1313 660 12724 47 29369 2094 58466 1054 6107 22 817 1400 267 4240 334 2628 698
leaf_count=155914 78 203 23 23 2650 25544 7250 1693 517 3204 309 3799 1002458 1313 660 12724 47 29369 2094 58466 1054 6107 22 817 1400 267 4240 334 2628 698
internal_value=-3.49595e-06 0.000377887 0.0105294 0.0229781 0.000347459 0.000506868 0.00117384 0.000682874 -0.00106146 -0.00126578 -0.000920915 -1.58168e-05 2.35308e-05 -0.00211751 -0.000159019 -0.000437746 -0.000969795 -0.000430628 -0.00179523 2.41158e-05 0.00298983 -0.0019691 0.0230707 -0.00253486 -0.00267493 -0.00546412 3.53013e-05 0.00150937 0.00328807 0.000460455
internal_weight=1.3259e+06 41494 124 46 41370 37654 12110 9460 2210 3716 3513 1.28441e+06 1.00757e+06 5112 276841 113725 52847 39306 9937 60878 2412 9868 69 13541 7774 1667 163116 7202 2962 1358
internal_count=1325905 41494 124 46 41370 37654 12110 9460 2210 3716 3513 1284411 1007570 5112 276841 113725 52847 39306 9937 60878 2412 9868 69 13541 7774 1667 163116 7202 2962 1358
cat_boundaries=0 1 2
cat_threshold=80 4736
is_linear=0
shrinkage=0.05


Tree=407
num_leaves=31
num_cat=0
split_feature=89 126 35 60 113 77 105 84 91 23 93 64 23 66 22 87 80 124 11 33 86 110 67 64 102 70 84 29 18 120
split_gain=2.40902 6.03304 4.0774 4.11347 4.08965 3.51852 4.32924 3.73589 4.05293 3.43326 3.30383 4.79102 3.61338 4.53859 6.89886 7.52451 4.24219 4.13893 3.92043 4.17856 3.79362 6.26716 5.26395 4.55866 4.49253 4.35632 4.15086 4.86014 3.99685 4.92388
threshold=0.64911201596260082 0.93663650751113903 8.6500000953674334 0.32603526115417486 0.19936034083366397 3.6450001001358037 -0.71102365851402272 0.88334745168685924 -0.41197980940341944 4.9949998855590829 0.6788499951362611 32.32500076293946 5.5050001144409189 0.33500000834465032 6.7249999046325692 0.86218515038490307 334.80345153808599 0.98897820711135875 15.949999809265138 16.94999980926514 0.85049134492874157 0.68705722689628612 1.7150000333786013 0.33500000834465032 -0.42691688239574427 226.01771545410159 0.90980330109596264 1016.4500122070314 9.5450000762939471 -0.93038213253021229
decision_type=2 2 2 2 2 2 2 2 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 5 -5 6 -4 9 -9 -7 11 12 16 14 15 -14 17 18 19 20 21 23 25 28 -23 -22 27 -24 29 -2
right_child=1 2 3 4 -6 7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 22 24 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.7644693943122089e-06 0.0048533576322370214 0.019961396465077996 -0.0023751386586809533 0.0047263310116620353 0.027373166639535203 0.016107678325802444 -0.028757902785487802 -0.015755351124971641 0.0045331991021521391 0.0012636827917416756 -0.0065142276259561836 0.010604315852313969 0.027370215502257152 -0.0025249802110840578 -0.017650258988142015 -0.0052447004376777583 0.012126862123684102 0.018984825179047354 -0.018014847246869917 -0.0058823557501524234 0.011333265574028096 -0.030318387411534788 0.011255556744196126 0.0029161090739097434 -0.0068414501197360186 -0.0018008884157457933 0.029319811256035517 -0.0046380309574306014 0.010053734045306391 -0.02228918369690126
leaf_weight=1318398 24 32 48 393 21 42 23 64 40 537 314 84 48 3941 20 28 74 28 31 263 75 24 185 469 135 399 23 65 22 55
leaf_count=1318398 24 32 48 393 21 42 23 64 40 537 314 84 48 3941 20 28 74 28 31 263 75 24 185 469 135 399 23 65 22 55
internal_value=-3.32115e-06 -0.00089647 0.0023531 0.00187068 0.00587508 -0.000328028 -0.0109217 0.000773215 -0.00795206 0.00234045 -0.00151475 -0.0012528 -0.00142136 -0.00226332 0.00847827 0.0153542 0.000394349 -8.85244e-05 -0.00039025 -7.60677e-05 0.000958522 -0.00160744 0.00346265 0.000841075 -0.0103851 0.000277301 0.00899327 0.00712322 -0.00879448 -0.0140433
internal_weight=1.3259e+06 7507 1200 1168 414 754 71 683 104 579 6307 5993 5909 4037 96 76 1872 1798 1770 1739 1476 729 747 570 159 474 273 250 101 79
internal_count=1325905 7507 1200 1168 414 754 71 683 104 579 6307 5993 5909 4037 96 76 1872 1798 1770 1739 1476 729 747 570 159 474 273 250 101 79
is_linear=0
shrinkage=0.05


Tree=408
num_leaves=31
num_cat=1
split_feature=16 93 61 119 112 106 116 83 12 100 12 71 23 79 54 31 78 93 31 74 25 120 39 53 55 12 107 72 92 136
split_gain=2.39521 4.1382 3.91486 3.44343 3.08395 2.9815 3.54585 2.75131 2.85863 2.43284 2.40054 8.37318 14.4384 9.40885 11.584 9.60586 7.9728 9.59104 8.71876 9.82362 8.50955 7.47021 7.58602 7.56914 8.113 7.42564 7.36109 6.99321 6.94105 6.58936
threshold=20.04999923706055 0.1408842280507088 0.5629434883594514 -0.99353402853012074 -0.59480014443397511 -0.90774935483932484 -0.061046212911605828 282.56002807617193 0.92500001192092907 -0.46851761639118189 2.435000061988831 289.73503112792974 5.4849998950958261 20.704999923706058 12.775000095367433 1018.1499938964845 15.934999942779543 0.7056860923767091 1017.0499877929689 0.8759276568889619 311.50000000000006 -0.38266885280609125 7.2500000000000009 12.585000038146974 0.88499999046325695 4.0450000762939462 -0.72129634022712696 0.36674033105373388 0.046319341287016876 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=10 2 3 -2 -4 7 -7 -5 -9 -8 16 -12 28 14 15 -14 -1 18 19 26 -20 23 -23 24 -15 -26 27 -18 -13 -27
right_child=1 -3 4 5 -6 6 9 8 -10 -11 11 12 13 21 -16 -17 17 -19 20 -21 -22 22 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-7.4841903613475634e-06 0.024144483252894134 0.00024778446927429149 0.0019417330726601242 0.0047857268193834714 -0.0081096552975588685 -0.0020333604115057432 -0.0092440780738125682 0.025958731861130614 0.0096695210698832107 0.0077295629920053777 -7.2176378757357097e-05 0.0070717481411055874 0.0028506283577799381 0.0014511684208778303 0.00038990440232724921 -1.4287202401383321e-05 -0.0041079351425817546 -0.0020832113893400049 -0.00045837297397199954 -0.0028178541432312544 -0.0029382638014125006 -0.015750396178877898 0.00061735343336638679 0.00026338538362189189 -0.0019542777426759667 -0.0029978043651684347 0.00086020137719914659 -0.00023176249303246801 0.0021472819727533631 0.0065294787313145003
leaf_weight=918886 24 3801 333 190 99 231 23 37 99 257 218816 1051 10356 2350 40198 4078 1235 9034 9180 2882 5551 71 24008 14199 14636 281 21138 20132 2242 487
leaf_count=918886 24 3801 333 190 99 231 23 37 99 257 218816 1051 10356 2350 40198 4078 1235 9034 9180 2882 5551 71 24008 14199 14636 281 21138 20132 2242 487
internal_value=-3.15509e-06 0.00107897 0.00352237 0.00547118 -0.00036171 0.00493575 0.00255221 0.00867191 0.0141011 0.0063353 -7.32854e-06 0.000108821 0.000456365 0.00035928 0.000826187 0.00204121 -4.64479e-05 -0.000564194 -0.00033593 7.11082e-06 -0.00139286 -9.59598e-05 0.000569091 -0.000597126 -0.00128533 -0.00170281 0.000198654 -0.000455803 0.00371898 0.00308957
internal_weight=1.3259e+06 5094 1293 861 432 837 511 326 136 280 1.32081e+06 332773 113957 110664 54632 14434 988038 69152 60118 45387 14731 56032 24079 31953 17754 15404 42505 21367 3293 768
internal_count=1325905 5094 1293 861 432 837 511 326 136 280 1320811 332773 113957 110664 54632 14434 988038 69152 60118 45387 14731 56032 24079 31953 17754 15404 42505 21367 3293 768
cat_boundaries=0 1
cat_threshold=706
is_linear=0
shrinkage=0.05


Tree=409
num_leaves=31
num_cat=0
split_feature=88 13 84 5 65 23 96 67 123 113 97 55 83 77 126 59 86 65 2 21 92 38 27 74 66 55 73 104 31 31
split_gain=2.28484 4.73443 4.51198 3.85821 4.22601 3.84096 5.81879 4.53693 3.61094 3.5413 3.49083 3.81057 3.39167 3.29215 3.59225 3.28274 3.35664 3.12648 3.66208 3.08572 3.64083 3.05396 3.04798 3.0472 6.37927 3.02651 4.1036 2.99893 2.93557 2.82966
threshold=0.93781355023384105 2.9550000429153447 0.8996647596359254 1.2500000000000002 8.4749999046325701 5.8650000095367441 -0.72462838888168324 3.8850001096725468 -0.52247866988182057 -0.47714059054851526 -0.95467549562454213 0.63499999046325695 318.03001403808599 0.53499999642372142 -0.78257837891578663 319.16423034667974 0.89561748504638683 5.7750000953674325 200.50000000000003 6.1849999427795419 0.19159822911024096 16.750000000000004 332.50000000000006 0.64765200018882763 6.2850000858306894 7.1949999332427987 0.78541448712348949 -0.88665586709976185 1014.2500000000001 1016.8500061035157
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 3 12 10 5 7 13 8 19 -10 29 -12 -3 -7 -15 16 25 18 -9 20 -5 -16 -8 -13 -25 26 27 -6 -28 -2
right_child=1 2 -4 4 15 6 22 17 9 -11 11 23 -14 14 21 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-1.7023852233406901e-07 0.0086168193130516536 0.0019988936044683216 -0.012030876781791449 0.0033415443825669747 0.0027496112933890387 -0.013860929996839591 -0.0063850220010701177 0.0017889003530043462 -0.008866976232297161 0.0011646532574196779 -0.021393254980573369 -0.011945486858980184 0.023102969977449865 -0.0053352062156873537 0.0098240291261269402 0.0086684320015566699 -0.02121901541928916 0.0031762625484181382 -0.021128496520880922 0.017931920716314224 -0.0088110038627698829 -0.0012668090825900436 0.0085673987956308741 0.023826151002537124 -0.0091492176690900883 0.0079747212837294988 0.0049774214499871934 -0.017552870145910199 -0.0091178303809088829 -0.013573645763099194
leaf_weight=1323452 51 32 20 326 22 21 202 23 207 153 58 102 47 58 360 35 39 29 72 29 76 75 41 22 44 36 77 105 71 20
leaf_count=1323452 51 32 20 326 22 21 202 23 207 153 58 102 47 58 360 35 39 29 72 29 76 75 41 22 44 36 77 105 71 20
internal_value=-2.99601e-06 -0.00152756 0.0091837 -0.00197804 -0.00120887 -0.000121368 0.00251335 -0.00230113 -0.000907129 -0.00460353 -0.00730523 -0.0103435 0.0145545 0.00552747 0.00635334 -0.00593174 -0.00739176 -0.0111935 -0.0155801 0.00218035 0.00104405 0.00791182 -0.00386219 -0.00652875 0.00184257 -0.0056578 -0.00744242 -0.0140359 -0.00178449 0.00236598
internal_weight=1.3259e+06 2453 99 2354 2057 1672 757 915 791 360 297 226 79 514 493 385 350 124 95 431 402 435 243 168 66 311 275 127 148 71
internal_count=1325905 2453 99 2354 2057 1672 757 915 791 360 297 226 79 514 493 385 350 124 95 431 402 435 243 168 66 311 275 127 148 71
is_linear=0
shrinkage=0.05


Tree=410
num_leaves=31
num_cat=1
split_feature=93 64 77 61 2 13 74 101 36 110 83 53 97 95 103 136 25 39 123 38 94 77 7 120 120 113 16 16 2 38
split_gain=2.62292 5.74742 7.18054 6.34287 5.11715 5.04241 5.4634 4.39578 4.25556 4.46759 4.25216 4.39377 5.30262 4.44832 6.8343 4.13867 5.49636 4.88127 6.04723 5.2382 4.44933 4.36231 4.91185 4.20599 4.4533 4.19937 3.92233 3.89485 4.04043 3.88498
threshold=-0.97469592094421376 0.63499999046325695 25.275000572204593 0.8320213556289674 333.50000000000006 2.1950000524520878 0.85405266284942638 0.65187636017799389 10.34999990463257 0.74625495076179515 307.16853332519537 0.38499999046325689 -0.41160479187965388 -0.5135674476623534 -0.62202271819114674 0 325.50000000000006 11.34999990463257 0.41467745602130895 10.650000095367433 -0.41276477277278895 6.6749999523162851 10.050000190734865 -0.74892720580101002 -0.9914070963859557 -0.66259482502937306 11.120000362396242 14.039999961853029 277.50000000000006 18.550000190734867
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 3 5 10 6 -1 -7 -4 -10 15 12 -12 29 -15 16 17 18 19 -3 -18 25 -23 24 -17 -21 -19 28 -28 -13
right_child=-2 4 8 -5 -6 7 -8 -9 9 -11 11 13 -14 14 -16 23 20 26 -20 21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0028234002643849321 -1.2840594767726798e-06 -0.0012276876686572484 -0.0078022362930434096 0.024002083433284003 0.0014434503343787181 -0.026958277365192775 0.023392651211470369 0.00047415405835794365 0.00083085456863045697 0.027873448770315876 0.0043135236052455764 0.00081559280249775289 0.028805786747640623 -0.010464187105649607 -0.00089222760871226115 0.0016673838426626857 -0.0041504694773972766 -0.0011760268926478579 -0.0046419105652187554 0.014696857165090921 -0.021313788970777146 0.0044461180818621566 0.030269259011203593 -0.00074715078535685217 -0.0030575582640251652 0.041031110690285762 0.00075473947631229943 -0.00044368987502947866 0.0045157813914593571 -0.0034504873687391021
leaf_weight=3135 1273413 82 21 22 4198 40 20 23 24 42 279 11349 24 199 2964 565 177 5037 105 41 48 113 22 11699 4249 24 2420 3908 1013 560
leaf_count=3135 1273413 82 21 22 4198 40 20 23 24 42 279 11349 24 199 2964 565 177 5037 105 41 48 113 22 11699 4249 24 2420 3908 1013 560
internal_value=-1.55504e-05 -0.000362229 -0.00237334 -0.00275398 -0.00022589 -0.0029369 -0.00265721 -0.0169433 0.0118021 0.0180398 -0.000382044 0.000292147 0.0062535 0.000172303 -0.00149445 -0.000733388 -6.51342e-05 7.13631e-05 0.00560099 0.00941483 -0.00781198 0.0137783 0.00865433 -0.00125827 -0.00250301 0.0244203 -0.000101521 0.000635747 0.00186454 0.000614988
internal_weight=1.32582e+06 52403 3327 3240 49076 3218 3155 63 87 66 44878 15375 303 15072 3163 29503 12990 12765 387 282 225 200 135 16513 4814 65 12378 7341 3433 11909
internal_count=1325816 52403 3327 3240 49076 3218 3155 63 87 66 44878 15375 303 15072 3163 29503 12990 12765 387 282 225 200 135 16513 4814 65 12378 7341 3433 11909
cat_boundaries=0 1
cat_threshold=1442
is_linear=0
shrinkage=0.05


Tree=411
num_leaves=31
num_cat=3
split_feature=17 107 136 10 36 28 71 33 15 28 78 7 111 12 136 32 8 89 124 40 136 12 37 22 66 60 52 83 113 3
split_gain=2.42726 7.42965 7.44502 10.5575 9.34293 10.7226 8.15098 10.2927 13.6497 9.07362 10.9822 10.0449 9.33675 7.67802 7.82843 7.7234 7.32795 7.71029 7.27586 11.0881 10.5812 16.409 13.0746 11.6544 11.1058 8.49291 8.01682 7.88872 7.71687 7.82753
threshold=13.344999790191652 -0.77192595601081837 0 1.1500000357627871 16.150000572204593 1017.4500122070314 302.15698242187506 11.949999809265138 2.7549999952316289 1012.2500000000001 2.8249999284744267 5.1499998569488534 0.42144599556922918 1.1150000095367434 1 14.250000000000002 1.7500000000000002 -0.92543312907218922 -0.36648726463317866 4.6499998569488534 2 1.0049999952316286 13.449999809265138 7.0250000953674325 2.3249999284744267 0.40715543925762182 1.1250000000000002 295.85211181640631 -0.90255093574523915 305.50000000000006
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 16 -4 -8 9 -9 -11 12 -12 14 15 -1 17 -6 26 20 21 27 23 -23 -24 -22 -5 -20 -28 -30
right_child=-2 -3 6 18 5 -7 7 8 -10 10 11 -13 -14 -15 -16 -17 -18 -19 19 -21 25 22 24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0012519723735749722 8.5728760894058945e-05 3.5847862572792521e-05 -0.00030221466580943106 -0.0017771404916241504 -0.014642663012043495 0.0042476626777894801 -0.00011601357159144078 0.00041723031334800617 -0.005312939360504209 0.0032939908843050781 -0.0066157258132569273 -0.00042942570829666876 -0.0025682571609909567 0.00036053721881328739 -0.0026672888664269357 -0.026621566424146294 -0.00045172462826110858 -0.00571125278831262 -0.016440159907872728 -0.001730145517699016 0.0011765903429576856 0.0098674607565228251 -0.0047542876807884094 0.00088850588280017123 0.015082209714831702 1.4478046452913496e-05 0.0011447777141495813 0.0010987312771661693 -0.0018028489363941251 0.0031719904594426172
leaf_weight=48 413432 627402 146394 8609 304 307 14144 5029 2523 885 1843 4015 6280 3961 683 80 483 1178 139 5408 26732 475 84 1511 441 38171 8401 119 5820 915
leaf_count=48 413432 627402 146394 8609 304 307 14144 5029 2523 885 1843 4015 6280 3961 683 80 483 1178 139 5408 26732 475 84 1511 441 38171 8401 119 5820 915
internal_value=-1.47729e-05 -6.03136e-05 -0.000272018 6.54588e-05 -0.00180346 -0.00444251 -0.00046554 -0.00115434 -0.00186813 -0.00138667 -0.00208327 -0.00247533 -0.00348657 -0.000546975 -0.00497935 -0.0158683 -0.00580021 -0.00754334 0.000201429 0.00044849 0.000622596 0.00364413 0.00489107 0.00303604 0.0119084 0.000493048 -0.000558953 -0.00835052 0.000133924 -0.00112698
internal_weight=1.32582e+06 912384 284982 103869 7044 2272 181113 34719 20575 18052 13023 12138 8123 4772 811 128 1965 1482 96825 73080 67672 2769 2511 1986 525 64903 23745 258 15136 6735
internal_count=1325816 912384 284982 103869 7044 2272 181113 34719 20575 18052 13023 12138 8123 4772 811 128 1965 1482 96825 73080 67672 2769 2511 1986 525 64903 23745 258 15136 6735
cat_boundaries=0 1 2 3
cat_threshold=7442 256 16
is_linear=0
shrinkage=0.05


Tree=412
num_leaves=31
num_cat=5
split_feature=28 92 136 94 136 29 32 77 32 52 109 35 111 116 117 136 22 57 32 94 38 39 71 107 136 121 6 85 136 72
split_gain=2.3486 5.51223 3.18531 4.78917 4.94281 4.31948 4.12491 3.51541 4.40458 3.49002 3.33145 3.09976 3.58559 4.21271 3.64237 3.11561 5.47217 2.94109 2.87724 2.79035 2.73735 2.87477 2.54744 4.40089 6.67971 4.83153 5.82861 5.36635 6.79991 5.3642
threshold=1027.049987792969 0.10456602275371553 0 0.74546730518341076 1 1028.9500122070315 8.3499999046325701 26.005000114440922 8.5500001907348651 10.72499990463257 -0.59052801132202137 11.34999990463257 0.16468799859285357 -0.8703225553035735 0.36648726463317877 2 9.305000305175783 279.99989318847662 10.449999809265138 -0.18998797237873075 11.34999990463257 9.9499998092651385 318.10951232910162 -0.071035213768482194 3 -0.94260558485984791 2.6499999761581425 0.8696364462375642 4 0.81562572717666637
decision_type=2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2
left_child=22 11 3 4 5 6 -3 -5 -9 -7 -11 15 14 -14 -13 16 20 -4 -6 -17 21 -2 -1 25 -25 26 -24 28 29 -28
right_child=1 2 17 7 18 9 -8 8 -10 10 -12 12 13 -15 -16 19 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-9.0514555402575799e-06 0.0062611429984199595 -0.01382609642153655 0.00011680815085526408 4.7978825637125678e-05 -0.0017241011182403392 0.013208370493558792 0.0031627364956869596 -0.025863625475072434 -0.0034990687091672086 0.022991765096473198 0.0036643220279677213 -0.0011915813637007784 -0.016941465333104134 0.0040263961036232964 -0.015641384862829 0.0073000551069896946 -0.0034092076437376865 -0.0017823630333830356 0.0020599670738119693 0.0016310032637783128 0.0051574284731375304 0.019894521306233745 -0.0015119715689574011 -0.0077127165452887617 0.0034653888080755668 -0.00055821213188346605 0.018206441351701689 -0.0017798873976183436 0.0012962860178930781 0.0048183700091553837
leaf_weight=1257652 58 38 8014 3897 700 213 598 28 103 24 314 477 25 573 48 270 79 2734 1779 1107 106 116 520 140 1293 44154 191 195 247 123
leaf_count=1257652 58 38 8014 3897 700 213 598 28 103 24 314 477 25 573 48 270 79 2734 1779 1107 106 116 520 140 1293 44154 191 195 247 123
internal_value=-1.40353e-05 0.000506748 0.000190057 0.000965979 0.00227483 0.00491371 0.00214768 -0.000222843 -0.00827928 0.00819561 0.00503668 0.00254957 0.000502598 0.00314981 -0.00251271 0.00387374 0.00798989 -0.000365949 0.000987469 0.00272281 0.0114914 0.0153501 -2.2539e-05 -0.000384501 0.00234368 -0.000470556 0.00256264 0.00536529 0.0078489 0.012562
internal_weight=1.32582e+06 21301 18442 7694 3666 1187 636 4028 131 551 338 2859 1123 598 525 1736 359 10748 2479 1377 280 174 1.30452e+06 46863 1433 45430 1276 756 561 314
internal_count=1325816 21301 18442 7694 3666 1187 636 4028 131 551 338 2859 1123 598 525 1736 359 10748 2479 1377 280 174 1304515 46863 1433 45430 1276 756 561 314
cat_boundaries=0 1 2 3 4 5
cat_threshold=790 20 820 160 1795
is_linear=0
shrinkage=0.05


Tree=413
num_leaves=31
num_cat=3
split_feature=12 14 64 53 35 28 77 59 81 31 31 29 23 22 14 65 52 136 36 136 33 37 35 136 17 78 78 17 64 38
split_gain=2.27068 7.90178 11.6601 8.88393 7.91749 7.06658 5.54785 5.7299 5.48924 12.1183 10.5091 13.5181 12.8163 10.8412 9.81065 12.5133 23.1119 12.0646 11.6513 10.3482 10.1389 9.2008 13.3723 9.68293 8.95123 9.31748 9.70011 8.99805 9.41991 10.0481
threshold=2.1350001096725468 2.2250000238418584 10.034999847412111 8.1849999427795428 18.44999980926514 1011.7500000000001 10.925000190734865 198.9914245605469 287.25044250488287 1025.850036621094 1015.0499877929689 1014.7500000000001 4.6949999332427987 4.2149999141693124 1.6150000095367434 1.2450000047683718 0.99500000476837169 0 16.150000572204593 1 16.150000572204593 13.449999809265138 15.250000000000002 2 7.4149999618530282 0.90500000119209301 5.3650000095367441 13.344999790191652 1.435000002384186 15.449999809265138
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 1 2 2 2 2 2 2
left_child=8 2 -2 4 5 -4 7 -7 -1 10 11 24 -12 -13 15 -14 17 20 -16 -20 -17 23 -23 -15 -10 -26 -27 28 -28 -30
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 12 13 14 21 18 16 -18 -19 19 -21 -22 22 -24 -25 25 26 27 -29 29 -31
leaf_value=2.3693088844653516e-05 0.00011524486104943909 -1.7149578129089081e-05 0.00039315976238567799 0.00056362600426518598 -0.013627887196765331 -0.0051019602030647837 0.0041338608125883374 0.0022132749234442506 0.0009718859453921538 0.0019549872621342193 -0.0033626075405001296 0.025116916912350254 -0.0015627465240772931 0.0054397539622877663 -0.0011883309470226691 0.0039233380538818011 -0.00019795003658450584 0.00072787194873626506 0.0044838026841975418 -0.00027074323552653582 0.013091195301288584 -0.00086694874562938222 0.0023033484968679589 0.0014604543850871014 -0.0045712285192402186 0.0005007161417477739 -0.0038635901673121295 0.00060369468987860736 -0.00031245262238287057 -0.0019619801167440501
leaf_weight=595070 53034 383020 2814 13621 76 303 5888 2297 13624 6100 4037 47 12908 1954 56305 3501 58831 3830 1692 3497 330 9092 5245 7030 1325 23886 2714 10705 29629 13411
leaf_count=595070 53034 383020 2814 13621 76 303 5888 2297 13624 6100 4037 47 12908 1954 56305 3501 58831 3830 1692 3497 330 9092 5245 7030 1325 23886 2714 10705 29629 13411
internal_value=-1.33346e-05 7.62802e-05 0.000534874 0.0014251 0.00245639 0.00256455 0.00328442 0.00136077 -6.11133e-05 -0.000248236 -0.000299222 4.96851e-05 -0.00058489 0.00112738 -0.000505301 -0.000138121 0.00013844 0.00272167 -0.000979397 0.00128771 0.00470078 0.00107903 0.000292862 0.00233362 -0.000214586 -0.000412511 -0.000343928 -0.00070127 -0.00100659 -0.000826435
internal_weight=1.32582e+06 461053 78033 24999 11378 11302 8488 2600 864763 269693 263593 118662 144931 23368 140894 79400 66492 7661 61494 5189 3831 23321 14337 8984 95294 81670 80345 56459 45754 43040
internal_count=1325816 461053 78033 24999 11378 11302 8488 2600 864763 269693 263593 118662 144931 23368 140894 79400 66492 7661 61494 5189 3831 23321 14337 8984 95294 81670 80345 56459 45754 43040
cat_boundaries=0 1 2 3
cat_threshold=4883 4882 4610
is_linear=0
shrinkage=0.05


Tree=414
num_leaves=31
num_cat=0
split_feature=93 64 77 61 94 12 83 77 88 38 39 8 73 32 38 13 86 122 36 110 73 65 33 124 82 127 26 53 97 56
split_gain=2.20335 5.18754 6.47806 5.68111 4.65667 4.72387 4.55686 4.61266 4.29554 4.48208 5.94215 4.96011 4.2565 5.36411 4.17019 3.99068 4.66337 4.03635 3.83658 4.03859 3.80579 4.46569 5.56798 4.6814 4.2776 3.80066 4.24914 3.78855 3.78841 3.73931
threshold=-0.97469592094421376 0.63499999046325695 25.275000572204593 0.8320213556289674 0.38894997537136083 1.8849999904632571 306.00573730468756 0.79500001668930065 -0.9941779077053069 18.550000190734867 20.150000572204593 6.1499998569488534 0.52209323644638073 15.050000190734865 13.050000190734865 2.6149998903274541 0.78549519181251537 -0.8338540494441985 10.34999990463257 0.7349420189857484 0.84768083691596996 3.4150000810623173 15.84999990463257 0.90992662310600292 299.63262939453131 0.84335932135581981 336.50000000000006 1.8949999809265139 -0.9752371311187743 269.83299255371099
decision_type=2 2 2 2 2 2 2 2 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 20 12 -3 28 15 -10 27 -12 -6 14 -14 16 -9 -18 -4 -20 21 25 23 -23 -24 -1 -27 -11 -8 -19
right_child=-2 6 18 -5 5 -7 7 8 9 10 11 -13 13 -15 -16 -17 17 29 19 -21 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0026117695486175549 4.1221538492605737e-07 -0.00058119632257632402 -0.0073911266556630538 0.022719267527149482 -0.0098313336523415742 -0.022699827214284818 0.030974075943231583 -0.018121415240001743 0.00064263371789674215 0.0051638302173731589 -0.002548055194148963 0.013698572488558457 0.012251986664804546 0.022432748042047024 -0.015379201589773099 -0.021153422504636078 0.020655290670692925 0.0034825721802864821 -0.00095964740695697918 0.025595013507538372 0.015894456535320858 -0.014449392140329798 -0.012629573703521774 0.010390522330999375 0.015624002206164438 0.0033778477082225056 -0.016024708524346353 -0.0072350397080582557 0.0040209423401393 -0.0077498794654093225
leaf_weight=2074 1273413 30236 21 22 202 49 22 46 17612 70 110 82 22 26 36 34 20 138 21 45 29 196 21 21 37 475 30 514 32 160
leaf_count=2074 1273413 30236 21 22 202 49 22 46 17612 70 110 82 22 26 36 34 20 138 21 45 29 196 21 21 37 475 30 514 32 160
internal_value=-1.26634e-05 -0.000330407 -0.00224106 -0.00260259 -0.00277571 -0.00835545 -0.000200879 0.000409487 0.000367542 0.000478775 -0.00324014 0.00439061 -0.00589785 0.00356124 -0.00489841 -0.00477156 -0.00324139 -0.00108893 0.0112231 0.0171458 -0.00212735 -0.00231047 -0.00836732 -0.0120455 0.00539426 -0.00166463 0.00222522 -0.00574887 0.0150018 -0.00254827
internal_weight=1.32582e+06 52403 3327 3240 3218 335 49076 18840 18786 18388 776 192 286 84 58 398 364 318 87 66 2883 2854 275 217 58 2579 505 584 54 298
internal_count=1325816 52403 3327 3240 3218 335 49076 18840 18786 18388 776 192 286 84 58 398 364 318 87 66 2883 2854 275 217 58 2579 505 584 54 298
is_linear=0
shrinkage=0.05


Tree=415
num_leaves=31
num_cat=1
split_feature=85 136 31 31 34 52 80 39 52 102 71 61 14 14 63 71 78 29 80 119 61 66 93 36 20 89 63 73 38 33
split_gain=3.03321 4.99108 4.68346 4.66834 4.95556 5.43468 4.0306 4.2529 5.12519 8.05302 7.98099 6.2231 5.70328 4.92603 4.64117 4.43442 4.34872 4.08824 4.02002 3.96198 3.9443 3.90458 5.24593 3.78418 4.27401 5.60846 4.14197 4.96032 4.55537 4.5052
threshold=0.90238997340202343 0 1021.1499938964845 1009.7500000000001 10.949999809265138 2.7350000143051152 327.40200805664068 8.5500001907348651 0.38499999046325689 0.5915035903453828 287.15698242187506 0.4416909813880921 1.7549999952316286 2.8149999380111699 0.36514037847518926 319.06587219238287 6.6349999904632577 1014.6499938964845 313.74618530273443 0.44618082046508795 0.30114465951919561 2.7949999570846562 -0.43144863843917841 10.84999990463257 5.4149999618530282 1.0000000180025095e-35 0.39522832632064825 0.89663043618202221 11.150000095367433 11.750000000000002
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 -3 4 5 -2 7 -5 9 10 13 15 -12 16 17 -11 -9 -14 -18 -4 -17 22 -21 24 -10 -26 27 28 29 -25
right_child=1 2 19 6 -6 -7 -8 8 23 11 12 -13 14 -15 -16 20 18 -19 -20 21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=8.0904844084040365e-06 -0.028571821565396695 -0.00087460391379853863 -0.00070572958819383044 -0.013800339391637668 -0.0017683926678565037 -0.004160599029835379 0.0074867324601168954 0.011365518994772665 -0.0076905406278880194 -0.0020836728643509072 -0.0058145273667879601 0.012014843033852453 0.013894042200134958 0.023917894810438156 0.0090704133873549548 -0.030478425632263051 -0.0085245811710813763 0.030778664445144033 0.0110194615815999 0.026870165634900335 -0.0030760343807439013 0.0025765932475244908 0.0056466102256291662 0.014169297127518805 -0.0013764227335598452 0.016034210316623408 0.0017455934734135281 -0.01092879430009136 -0.00055520536421858142 -0.0071363992283515866
leaf_weight=1280648 38 30978 888 51 713 57 217 52 266 239 39 66 85 21 182 29 148 62 32 40 24 825 107 100 1272 48 4627 111 3300 33
leaf_count=1280648 38 30978 888 51 713 57 217 52 266 239 39 66 85 21 182 29 148 62 32 40 24 825 107 100 1272 48 4627 111 3300 33
internal_value=-6.03361e-06 -0.00041114 -0.000728065 0.000470148 -0.00319771 -0.0139251 0.000739898 0.000604173 0.0006726 0.00412142 0.00756455 -0.00185117 0.0122645 0.00072833 0.0144076 -0.00498526 -0.00137073 0.0210154 -0.00505008 0.0017086 -0.0180698 0.00391428 0.0114217 0.000326552 -0.00190848 -0.000743309 0.000760374 -0.000525916 -0.000189557 0.00888292
internal_weight=1.3253e+06 44650 32838 11812 808 95 11004 10787 10736 979 621 358 368 253 329 292 232 147 180 1860 53 972 147 9757 1586 1320 8171 3544 3433 133
internal_count=1325298 44650 32838 11812 808 95 11004 10787 10736 979 621 358 368 253 329 292 232 147 180 1860 53 972 147 9757 1586 1320 8171 3544 3433 133
cat_boundaries=0 1
cat_threshold=4135
is_linear=0
shrinkage=0.05


Tree=416
num_leaves=31
num_cat=1
split_feature=85 8 79 136 39 34 98 60 22 59 39 33 83 93 60 28 20 66 21 74 7 21 97 94 29 72 94 99 80 56
split_gain=2.73748 4.8311 9.45368 5.6257 6.31645 5.01245 5.11642 5.75428 4.62911 4.60495 4.48723 6.09549 5.85489 9.34508 4.84417 6.79931 6.38951 5.38516 4.96266 5.88756 6.47548 4.49405 4.31449 4.31303 4.79942 4.27291 5.33505 4.26413 6.01207 6.53423
threshold=0.90238997340202343 11.650000095367433 27.625000000000004 0 9.7500000000000018 8.5500001907348651 -0.66862493753433216 0.45630867779254919 4.5050001144409189 319.16423034667974 14.250000000000002 13.050000190734865 319.86549377441412 -0.62973535060882557 0.53563207387924205 1013.5499877929689 5.8750000000000009 12.085000038146974 4.3350000381469735 0.50234958529472362 5.5499999523162851 5.4049999713897714 -0.46506670117378229 0.081485465168952956 1015.9500122070314 0.92558613419532787 0.6098114848136903 -0.67452380061149586 316.51670837402349 242.85728454589847
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 4 -2 6 -3 -8 -6 27 11 12 22 -14 15 18 -17 -16 19 -12 -21 -15 -5 -18 -25 -19 -27 28 -10 -30
right_child=1 5 -4 10 8 -7 7 -9 9 -11 14 -13 13 21 17 16 23 25 -20 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=7.6859606798417161e-06 0.016141673922538759 -0.0014462202352359098 -0.003174744636061229 -0.0012350437807618657 0.024731161454692483 0.00067717588284032875 -0.023823459205719141 0.0023561661009631691 2.4164066147789653e-05 0.0057330182705509986 0.017754952913150192 0.0016965404569969308 0.015301357058546071 -0.015394934871082389 0.00060694997738399033 -0.0062399567304026555 -0.0033282204898346132 -0.0020555441841829543 -0.0013954276681289622 0.0062518680620835057 -0.021666876012804332 0.0023189702580974515 0.017457725849723625 -0.0023599228720631001 0.0093777854105180219 -0.0067181704867260508 -0.029751390170666484 -0.0022737394766667255 0.0090460972725816303 0.0011733608062918035
leaf_weight=1280648 67 211 3443 7304 20 11018 65 31 3825 416 75 3434 143 43 3817 1609 865 661 4335 90 27 214 31 182 167 133 31 1279 428 686
leaf_count=1280648 67 211 3443 7304 20 11018 65 31 3825 416 75 3434 143 43 3817 1609 865 661 4335 90 27 214 31 182 167 133 31 1279 428 686
internal_value=-5.73193e-06 -0.000390583 -0.000693774 -0.000407917 0.000864956 0.000501588 -0.00580012 -0.0153696 0.000712433 0.000640022 -0.000777325 -5.65206e-05 -0.000834803 0.00505593 -0.00144931 -0.00224793 -0.00417372 -0.00018479 -0.00104703 0.00681919 -0.000190919 -0.000644835 -0.00115604 -0.00143519 0.00325669 -0.00384791 -0.011072 0.000299288 0.000965597 0.00419807
internal_weight=1.3253e+06 44650 33325 29882 6721 11325 307 96 6654 6634 23161 11169 7735 400 11992 7350 2823 4642 4527 192 117 257 7335 1214 349 825 164 6218 4939 1114
internal_count=1325298 44650 33325 29882 6721 11325 307 96 6654 6634 23161 11169 7735 400 11992 7350 2823 4642 4527 192 117 257 7335 1214 349 825 164 6218 4939 1114
cat_boundaries=0 1
cat_threshold=307
is_linear=0
shrinkage=0.05


Tree=417
num_leaves=31
num_cat=0
split_feature=91 67 79 30 70 87 15 32 39 36 31 126 36 31 12 15 111 30 85 73 135 71 65 133 16 25 22 80 30 36
split_gain=2.51212 6.64968 7.57124 7.63529 9.03573 6.91742 6.65756 6.48842 11.6516 9.77506 9.02495 9.13414 8.26321 8.20988 11.0523 8.1784 7.54546 8.7056 7.46059 7.49183 9.83933 7.9517 7.76378 10.6675 15.2471 8.70659 6.90367 11.5012 7.3637 12.4086
threshold=-0.80080324411392201 1.3149999976158144 1.0049999952316286 1013.7500000000001 266.16539001464849 0.70057824254035961 0.81499999761581432 10.34999990463257 13.34999990463257 13.150000095367433 1018.6499938964845 -0.52247866988182057 13.650000095367433 1011.0499877929689 1.5249999761581423 2.6750000715255742 0.12952943891286853 1000.6499938964845 0.76627644896507274 0.68140220642089855 1015.6499938964845 241.65911865234378 9.3450002670288104 1014.6499938964845 12.50999975204468 273.50000000000006 7.5450000762939462 284.20204162597662 1017.0499877929689 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 -1 3 4 -3 -6 -4 10 12 -10 -8 -12 16 14 -11 -14 17 -9 -16 20 -20 -22 -21 -24 25 -25 -15 -28 29 -29
right_child=-2 2 6 -5 5 -7 7 8 9 13 11 -13 15 26 18 -17 -18 -19 19 22 21 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.00084675764845405571 3.8812104951418691e-05 0.00055221190796454712 0.0024411367234903358 -0.0012241889402940076 -0.014825742523117301 0.0038108587176223299 0.0010874634014256094 -0.0035183356344678446 -0.0018336418053992926 -0.0026555567169563579 0.001695803308479945 -0.00063242463558530078 -0.001657779753343303 0.00075975498345825046 0.0018435010641033101 -0.0075472392056975387 -0.0001509582317407588 -0.00075445533538189729 -0.001582545498786378 0.0029559341983705226 -0.03832312615021416 -0.0081584156670291494 -0.0018152788935734577 -0.016184234569399533 -0.0014956382215641018 0.0064226356623413895 0.00081074317120687035 0.0022112284734242434 8.9409321695875841e-05 -0.0019273398130808085
leaf_weight=28564 937707 236 2716 5129 319 59 27840 3085 5890 5199 5199 22205 4265 64947 4076 684 96059 37251 2082 1816 23 436 6131 44 1589 1329 26006 2088 18662 13662
leaf_count=28564 937707 236 2716 5129 319 59 27840 3085 5890 5199 5199 22205 4265 64947 4076 684 96059 37251 2082 1816 23 436 6131 44 1589 1329 26006 2088 18662 13662
internal_value=-5.44533e-06 -0.000112518 -5.41026e-05 -0.00185497 -0.00712418 -0.0119169 -2.48275e-05 -4.39324e-05 -0.000136967 0.000163931 0.000453415 -0.000190721 -0.000464766 0.000243381 -0.000631022 -0.00247176 -0.000391944 -0.000965844 -3.04543e-05 -0.000598353 -0.00304343 -0.00966994 -2.88286e-05 -0.000624928 0.00183896 0.00569816 0.000401885 1.71881e-05 -0.000582521 -0.00137868
internal_weight=1.3253e+06 387591 359027 5743 614 378 353284 350568 295324 153980 55244 27404 141344 148090 22725 4949 136395 40336 17526 13450 2541 459 10909 9093 2962 1373 125365 60418 34412 15750
internal_count=1325298 387591 359027 5743 614 378 353284 350568 295324 153980 55244 27404 141344 148090 22725 4949 136395 40336 17526 13450 2541 459 10909 9093 2962 1373 125365 60418 34412 15750
is_linear=0
shrinkage=0.05


Tree=418
num_leaves=31
num_cat=0
split_feature=85 8 15 21 31 113 6 55 111 102 85 126 65 33 22 53 73 92 33 31 74 52 135 55 70 105 117 85 121 86
split_gain=2.45717 4.33921 4.95792 6.76058 5.92445 6.90763 6.09657 4.98911 4.49449 4.58234 5.27639 4.42827 4.11788 5.15232 5.0236 4.35806 4.68152 3.90203 5.65 5.10693 5.18798 5.03002 5.26219 5.14772 4.98608 5.09043 4.83074 4.43134 4.34795 4.23437
threshold=0.90238997340202343 11.650000095367433 2.6950000524520878 6.3450000286102304 1017.6499938964845 -0.82409480214118946 8.6500000953674334 1.4550000429153445 0.66824939846992504 0.33785353600978857 0.91613012552261364 -0.87878364324569691 10.295000076293947 15.449999809265138 6.7249999046325692 0.18500000238418582 0.83011499047279369 0.095885969698429122 8.7500000000000018 1015.6499938964845 0.92936047911643993 0.34499999880790716 1011.3500061035157 8.055000305175783 296.52041625976568 -0.79157349467277516 0.66259482502937328 0.90435341000556957 -0.46173103153705591 0.91263261437416088
decision_type=2 2 2 2 2 2 2 2 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 -6 7 8 -7 -10 -11 -3 15 17 -15 -13 -17 18 -14 20 -19 -20 23 24 25 -23 28 -28 -26 -29
right_child=1 11 3 -5 5 6 -8 -9 9 10 -12 12 13 14 -16 16 -18 19 21 -21 -22 22 -24 -25 26 -27 27 29 -30 -31
leaf_value=7.5393176126244944e-06 -0.00078885293830549855 -0.0065164235581513831 -0.0069100534271808152 -0.0013014821869910828 -0.00038997995413022647 0.01753737611286342 -0.00085859927769517527 0.0031561126736267611 0.025220857322986786 -0.00069499561911100878 0.013695273203395156 0.0033947024117053355 -0.010719258980109142 0.013394670319327687 -0.00074459645889428622 -0.00033305534716512186 -0.0056505558421370665 -0.00075820922260899702 0.01713573160479228 0.0021536848920882981 -0.010939052766266021 0.0030401218241868206 0.016682822672495001 0.009575559652609103 -0.0099910877740535982 0.020958774660162077 0.017479500224414683 -0.0037504268285662185 0.007921537093636466 0.0072926019247540321
leaf_weight=1280648 24870 222 695 2368 3292 125 625 1041 29 182 98 703 65 175 98 4688 454 1566 73 2002 136 149 72 218 195 54 42 234 41 138
leaf_count=1280648 24870 222 695 2368 3292 125 625 1041 29 182 98 703 65 175 98 4688 454 1566 73 2002 136 149 72 218 195 54 42 234 41 138
internal_value=-5.17307e-06 -0.000369789 -0.00065713 -0.00257408 -0.000463105 0.00103937 0.00328005 0.00503372 0.00953738 0.00630114 0.0043416 0.000475744 0.00061555 0.00163079 0.00831904 -0.000297731 -0.000802551 0.00126451 0.00364323 0.000441849 -0.00157172 0.00441097 0.00359827 0.00271864 0.000966226 0.00780666 -0.00117009 0.00208434 -0.00687915 0.000346181
internal_weight=1.3253e+06 44650 33325 3063 30262 5392 2100 1475 434 309 280 11325 11103 5258 273 5845 5142 4985 1281 3704 1702 1216 1143 1071 853 203 650 414 236 372
internal_count=1325298 44650 33325 3063 30262 5392 2100 1475 434 309 280 11325 11103 5258 273 5845 5142 4985 1281 3704 1702 1216 1143 1071 853 203 650 414 236 372
is_linear=0
shrinkage=0.05


Tree=419
num_leaves=31
num_cat=1
split_feature=92 60 63 95 52 95 16 24 55 111 12 73 136 84 11 31 83 2 86 79 52 95 62 15 78 52 37 37 95 118
split_gain=2.43172 9.20822 15.9933 12.9165 9.0427 8.19872 9.74904 20.6463 8.40053 8.3896 8.19829 8.10252 7.89252 7.98497 11.2041 10.1924 7.78833 7.47793 7.36987 7.35589 7.23308 7.09552 7.09029 7.07863 10.2125 10.6589 7.98653 8.07065 7.74594 7.31335
threshold=-0.36131212115287775 0.36075975000858312 0.48272484540939337 -0.53826823830604542 1.3049999475479128 -0.69413894414901722 14.039999961853029 247.50000000000003 1.2250000238418581 0.008033553138375284 1.9650000333786013 0.54366976022720348 0 0.86974290013313305 9.5500001907348651 1011.9500122070314 327.32160949707037 323.50000000000006 0.68966263532638561 14.815000057220461 3.9450000524520878 0.18135923147201541 0.24109000712633136 1.4049999713897707 7.7449998855590829 6.2750000953674325 10.650000095367433 17.94999980926514 0.051506958901882179 0.28400452435016638
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 4 -3 -1 6 8 11 20 -9 -4 -8 -5 14 15 19 23 -15 -13 -14 -2 -6 -10 -17 25 -25 28 -28 -26 -27
right_child=5 3 10 12 21 -7 7 9 22 -11 -12 18 13 17 -16 16 -18 -19 -20 -21 -22 -23 -24 24 26 29 27 -29 -30 -31
leaf_value=0.0010495548653685967 -0.00028609992725053113 0.00020576272400224863 0.0015984101645490512 -0.0017608456432933184 0.00014825466882479663 -1.1632909048296307e-05 -0.0049941148471488207 -0.00029020847943043228 -0.0044936739798080725 0.0050263083593762511 0.0048644310711092953 0.015254042856395245 -0.0033859629783286709 -0.00076559009386106824 0.0026289437609802037 -0.00063731415557574016 -0.0055366548431616909 -0.0038530193793621954 -0.00034405643806410704 0.0022255827909770879 0.0058067440097684993 -0.0015753022010209436 -0.0014057153387494927 0.004953140743660365 0.00023934472388086414 0.0025612484336559188 -0.0016174322066507851 0.010860283985492533 0.023513245830933255 -0.003381069015329793
leaf_weight=26191 10417 119425 7667 13948 39685 1035645 1395 1050 2070 2530 2564 84 3629 8385 3807 7960 565 2560 769 696 511 7029 18230 2779 78 1355 3235 135 66 838
leaf_count=26191 10417 119425 7667 13948 39685 1035645 1395 1050 2070 2530 2564 84 3629 8385 3807 7960 565 2560 769 696 511 7029 18230 2779 78 1355 3235 135 66 838
internal_value=-4.91441e-06 0.000134657 0.000565663 -7.67914e-05 0.000305872 -3.77802e-05 -0.000768549 0.00110875 -0.0011189 0.00346699 0.00241691 -0.00264681 -0.000751186 -0.000360366 0.000130244 -0.000315601 0.000235435 -0.00148773 0.00119198 -0.00248293 -1.1948e-06 -0.000111087 -0.0017206 0.000433735 0.0014384 0.00289661 -0.000624847 -0.00111758 0.0109065 0.000290541
internal_weight=1.3253e+06 252597 83136 169461 72905 1.0727e+06 37056 5828 31228 3580 10231 2248 50036 36088 25143 21336 17011 10945 853 4325 10928 46714 20300 16446 8486 4972 3514 3370 144 2193
internal_count=1325298 252597 83136 169461 72905 1072701 37056 5828 31228 3580 10231 2248 50036 36088 25143 21336 17011 10945 853 4325 10928 46714 20300 16446 8486 4972 3514 3370 144 2193
cat_boundaries=0 1
cat_threshold=194
is_linear=0
shrinkage=0.05


Tree=420
num_leaves=31
num_cat=0
split_feature=62 103 18 21 70 36 17 88 87 36 10 76 60 101 87 67 16 116 56 116 34 39 18 79 76 109 0 24 12 15
split_gain=2.45157 5.40909 3.86352 3.64021 8.32917 11.51 10.4827 8.30295 8.2887 6.83164 6.38712 5.77025 5.85916 5.367 5.36232 5.20639 9.5316 15.9356 16.274 11.0396 9.62934 8.50313 8.50965 8.45652 9.72787 9.49683 8.43352 8.14451 9.93219 11.5611
threshold=0.853633612394333 0.61217275261878978 13.344999790191652 8.1449999809265154 298.29182434082037 14.150000095367433 15.405000209808351 -0.88947615027427662 0.84114816784858715 19.150000572204593 1.1500000357627871 7.555000066757203 0.53283202648162853 0.82176908850669872 0.85349109768867504 2.7250000238418584 14.039999961853029 -0.67556449770927418 277.10972595214849 0.23343648016452792 14.150000095367433 8.7500000000000018 7.4149999618530282 6.2850000858306894 10.154999732971193 0.28946314752101904 200.50000000000003 221.50000000000003 2.435000061988831 2.0849999189376835
decision_type=2 2 2 2 2 2 2 2 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 15 14 10 7 8 9 -7 11 13 -13 -6 -5 23 21 20 19 -19 26 -17 -23 -1 -25 -26 -18 -24 -29 -30
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11 -12 12 -14 -15 -16 16 17 18 -20 -21 -22 22 27 24 25 -27 -28 28 29 -31
leaf_value=1.5127028725028601e-05 0.00092464695862681074 0.0017757369751582549 -0.00020020625201682906 -9.9580738675765878e-05 -0.0057603322777985046 -0.0031744641036036136 0.00068245409398153825 -0.0015992817851257172 -0.0071666550338851083 0.0088799610091098852 5.8996650442096223e-05 0.012582613412523641 -0.0017720966117141677 -0.032021344779059289 0.0012058983309475994 -0.0020012569332584968 0.002954366308871182 0.0020085006246266983 0.00058846377096752897 0.0053942582748325741 -0.0019766046762986086 0.0010476124967346773 0.0012831217125864871 -0.001261747617995578 0.0022413211631361622 -0.00032108565063663965 -0.00051834076125696355 -0.00019868513703483076 0.002341994498023729 0.00027220403671852667
leaf_weight=600412 11103 5988 24430 212738 715 2646 3189 8336 1592 123 22663 80 638 20 8168 4771 2632 8845 19052 3308 6309 23148 12791 29240 4042 34305 5207 193221 7483 68560
leaf_count=600412 11103 5988 24430 212738 715 2646 3189 8336 1592 123 22663 80 638 20 8168 4771 2632 8845 19052 3308 6309 23148 12791 29240 4042 34305 5207 193221 7483 68560
internal_value=7.41336e-06 0.00038555 0.000151277 -4.81231e-06 -0.000171527 -0.000835408 -0.0018804 -0.00252409 -0.00429184 -0.002639 -0.00014704 -0.00336067 -0.000172686 -0.00647492 -5.13106e-05 3.76934e-05 0.000192328 0.000869343 0.00150043 0.00293009 -0.000522583 9.32719e-05 0.000126014 -4.45607e-05 -0.000574799 -5.09929e-05 0.000647645 5.03793e-05 -8.1804e-06 0.000475881
internal_weight=1.32576e+06 41521 35533 1.28423e+06 260908 40002 15886 12697 4361 2769 24116 1453 718 735 220906 1.02333e+06 355327 45353 31205 12153 14148 309974 305203 667999 67587 38347 7839 282055 269264 76043
internal_count=1325755 41521 35533 1284234 260908 40002 15886 12697 4361 2769 24116 1453 718 735 220906 1023326 355327 45353 31205 12153 14148 309974 305203 667999 67587 38347 7839 282055 269264 76043
is_linear=0
shrinkage=0.05


Tree=421
num_leaves=31
num_cat=3
split_feature=62 39 103 87 32 136 56 99 121 22 88 39 136 60 102 124 36 136 125 39 69 83 20 43 70 96 55 131 17 80
split_gain=2.21254 4.94975 5.75239 4.42396 3.5255 3.36864 4.02732 3.54244 3.46594 3.33261 7.22623 8.90919 15.1878 10.3876 8.34612 8.25686 8.07264 15.0462 6.28349 7.62526 10.6372 9.09767 7.1217 6.17718 6.32193 6.14925 6.0874 6.07637 5.62504 5.56875
threshold=0.853633612394333 10.650000095367433 0.61217275261878978 0.89973270893096935 7.6499998569488534 0 313.65643310546881 -0.15185705572366712 -0.8338540494441985 8.1250000000000018 -0.72992104291915882 10.550000190734865 1 0.83476778864860546 0.52015721797943126 -0.98321744799613942 14.750000000000002 2 -0.80382624268531788 13.949999809265138 289.52203369140631 263.29727172851568 8.3150000572204608 8.9499998092651385 308.89633178710943 -0.8572389781475066 1.735000014305115 296.50000000000006 15.405000209808351 286.70249938964849
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 5 -4 -5 6 -3 -7 -9 -1 11 23 13 18 -14 25 -17 26 -13 21 -21 -20 -23 -11 -25 -16 -18 -22 29 -28
right_child=1 2 3 4 -6 7 -8 8 -10 10 -12 12 14 -15 15 16 17 -19 19 20 27 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=3.626133699098498e-05 -0.0013549696960988237 0.0019981696152518587 0.002411075766261771 -0.021298369439318777 -0.0020898079438919841 8.4115356717873885e-05 -0.017761314468673215 0.02421123979480139 0.0039282769008594396 0.0013441098522946804 4.6733410990652733e-05 -0.00050164669788575094 2.4372814507203905e-05 0.00016589320397723692 -0.0010577092083500854 -0.0002484447429408298 0.0066635012604260389 -0.00026409672707061911 -0.0046004032133550856 -0.0028961291488813854 -0.009609959117076048 0.00080842015066928457 -0.0025804721386689169 -0.0036488841524780062 -0.034783997014164923 -0.011596554014846022 0.0010586292356451058 0.0036087882145248509 0.00023711655636190671 -0.0073335537487582772
leaf_weight=1021661 3795 3151 5072 26 294 29044 26 28 85 7226 159901 3328 55520 5061 240 11994 104 3492 2703 2319 1157 2702 3637 56 23 327 218 94 351 2120
leaf_count=1021661 3795 3151 5072 26 294 29044 26 28 85 7226 159901 3328 55520 5061 240 11994 104 3492 2703 2319 1157 2702 3637 56 23 327 218 94 351 2120
internal_value=7.04269e-06 0.000366273 0.000539419 0.00205134 -0.0036505 0.000287292 0.0018307 0.000118451 0.00895414 -4.5717e-06 -0.000163451 -0.000490792 -0.000619699 -0.00180673 -0.000284199 -0.0011934 -0.00100907 -0.00246062 -0.00243418 -0.00294413 -0.00490073 -0.00217161 -0.00113596 0.00119208 -0.0127135 -0.00713567 -0.00518734 -0.0086167 -0.00566498 -0.00655105
internal_weight=1.32576e+06 41521 37726 5392 320 32334 3177 29157 113 1.28423e+06 262573 102672 95367 21001 74366 18846 18279 6285 15940 12612 3570 9042 6339 7305 79 567 2793 1251 2689 2338
internal_count=1325755 41521 37726 5392 320 32334 3177 29157 113 1284234 262573 102672 95367 21001 74366 18846 18279 6285 15940 12612 3570 9042 6339 7305 79 567 2793 1251 2689 2338
cat_boundaries=0 1 2 3
cat_threshold=160 2692 257
is_linear=0
shrinkage=0.05


Tree=422
num_leaves=31
num_cat=3
split_feature=93 34 136 28 67 125 16 16 53 35 3 35 136 108 32 54 16 116 100 37 60 32 136 11 3 67 3 75 28 79
split_gain=3.28812 8.58129 9.36204 8.19328 10.4309 9.71313 10.0178 14.9475 9.0801 7.38103 8.52281 6.97284 8.67821 11.3377 11.0455 10.8032 7.14364 7.34855 7.03659 8.85403 8.00871 6.88193 7.22396 8.05935 9.2613 7.43945 7.34177 6.60847 6.59873 7.48144
threshold=-0.71302974224090565 12.750000000000002 0 1013.7500000000001 22.23499965667725 0.95878320932388317 11.120000362396242 14.039999961853029 7.1849999427795419 13.949999809265138 272.50000000000006 15.750000000000002 1 0.32565815746784216 17.94999980926514 1.2050000429153445 7.4149999618530282 -0.026175950653851029 0.31015886366367346 15.449999809265138 0.53563207387924205 13.949999809265138 2 6.4500000476837167 301.50000000000006 31.675000190734867 258.50000000000006 0.70770519971847545 1021.9500122070314 2.8950001001358037
decision_type=2 2 1 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
left_child=1 2 -1 4 -3 6 8 -8 11 -6 -11 16 13 14 -13 18 17 -5 19 -15 -21 22 23 25 -25 26 -18 -20 29 -4
right_child=-2 3 28 5 9 -7 7 -9 -10 10 -12 12 -14 15 -16 -17 21 -19 27 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0017311615251433083 -2.4000129949668594e-05 0.00030450038055084369 -0.0017503186908584404 0.0044521841153889619 0.00090997244321991552 0.0020363790347852173 0.0013802656026137548 -0.00083962228714446721 -0.0041489670823768301 0.0038048078955866885 0.013656497651152883 0.0070366658593859314 -0.0012121171446710099 -0.015161756364007793 0.032856740792403409 -0.00019926949358497781 -3.9865030573384914e-05 -0.0005326673047806416 -0.0060553168307148648 0.021033681090185913 -0.0035818017122801397 -0.0027762676131014396 -0.0015167615044483903 -0.011969583356693084 0.0012184265600215217 0.027154567757168332 0.0089333660991608426 0.011743671434621017 0.003424439670973339 0.00043110391392715494
leaf_weight=16397 1150919 51260 4504 860 968 3901 13306 17631 2323 668 327 416 3578 24 46 2384 473 5269 124 190 40 9108 7221 171 601 37 440 90 1612 30867
leaf_count=16397 1150919 51260 4504 860 968 3901 13306 17631 2323 668 327 416 3578 24 46 2384 473 5269 124 190 40 9108 7221 171 601 37 440 90 1612 30867
internal_value=6.69046e-06 0.000208722 0.000737108 -2.3504e-05 0.000441479 -0.000386199 -0.000533101 0.000115151 -0.00113364 0.00401841 0.0070425 -0.000908208 0.000494754 0.00233421 0.0096075 0.00116419 -0.00130809 0.00016679 0.00810965 0.0137372 0.0167527 -0.00180887 -0.000823626 0.00207969 -0.00170275 0.00517531 0.00428458 0.00143024 0.00029583 0.00015333
internal_weight=1.32576e+06 174836 53380 121456 53223 68233 64332 30937 33395 1963 995 31072 6892 3314 462 2852 24180 6129 468 254 230 18051 8943 1722 772 950 913 214 36983 35371
internal_count=1325755 174836 53380 121456 53223 68233 64332 30937 33395 1963 995 31072 6892 3314 462 2852 24180 6129 468 254 230 18051 8943 1722 772 950 913 214 36983 35371
cat_boundaries=0 1 2 3
cat_threshold=7714 835 7424
is_linear=0
shrinkage=0.05


Tree=423
num_leaves=31
num_cat=3
split_feature=93 61 88 53 63 28 67 136 28 124 124 122 34 92 52 68 62 74 23 63 52 136 38 67 32 52 136 76 31 111
split_gain=2.97265 8.44585 7.10777 8.45664 10.5565 9.32557 8.76003 7.63148 7.2783 9.57573 6.99928 7.62443 6.71442 6.60929 7.24652 7.28746 7.22807 7.506 6.61805 7.59432 6.62134 6.37975 6.37504 8.02058 7.56638 6.25754 8.972 8.92781 8.76769 8.65655
threshold=-0.53780949115753163 0.41897408664226538 -0.98415544629096974 1.5249999761581423 0.38716699182987219 1016.8500061035157 9.0250000953674334 0 1017.3500061035157 0.85260769724845897 0.44618082046508795 -0.3172925859689712 18.250000000000004 -0.89024874567985524 2.4850000143051152 284.50410461425787 0.79587560892105114 0.73520204424858104 6.1050000190734872 0.41981828212738043 0.34499999880790716 1 11.550000190734865 0.7150000035762788 15.550000190734865 1.4750000238418581 2 7.1549999713897714 1016.1499938964845 0.84535166621208202
decision_type=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 1 2 2 2
left_child=1 2 -1 10 5 -5 -6 -7 9 -8 -4 12 21 14 15 -2 -16 -18 -17 -20 -21 22 -12 -24 -25 26 28 -28 29 -3
right_child=13 25 3 4 6 7 8 -9 -10 -11 11 -13 -14 -15 16 18 17 -19 19 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00092598230778115874 -0.0014732627668720259 -0.00018345481100836799 0.0005179408239035149 0.00012795753083773943 0.00046846037119748358 0.0040337221686148651 0.0025321705930671044 -0.0021988944483486692 -0.0004885596098456171 0.0086516574761698814 0.017504153399544947 0.0038050611665719769 0.0064836917152450825 -1.080556163727481e-05 -0.0023420572659958289 0.0026799401729292742 0.038615564019842584 -0.0037070510676130656 -0.002277184950977184 0.020539752313568485 0.0022499462094778401 0.00081353335497245905 -0.020390172189835347 0.0029889848823848441 0.018167306853005143 3.1155957048325812e-05 -0.002911607938487657 -8.8189997460227294e-05 0.0036344999441307044 -0.012187823693817244
leaf_weight=8207 5624 4024 17736 27911 21005 517 4908 7585 1603 735 94 4125 610 1090406 7048 3014 22 20 2066 53 746 12270 33 701 93 91027 7102 4622 1692 156
leaf_count=8207 5624 4024 17736 27911 21005 517 4908 7585 1603 735 94 4125 610 1090406 7048 3014 22 20 2066 53 746 12270 33 701 93 91027 7102 4622 1692 156
internal_value=6.35556e-06 0.000175708 0.000488523 0.000604697 0.000262049 -0.00030554 0.000985583 -0.00179892 0.00248464 0.00332923 0.00122216 0.00191892 0.00135516 -2.67446e-05 -0.000961507 -0.00018655 -0.00221882 0.0184619 0.00104435 -0.000676299 0.00346316 0.001118 0.00510994 0.00376295 0.0047668 -0.000135697 -0.000998852 -0.00179699 0.000596745 -0.000631465
internal_weight=1.32576e+06 216756 108133 99926 64264 36013 28251 8102 7246 5643 35662 17926 13801 1.109e+06 18593 11503 7090 42 5879 2865 799 13191 921 827 794 108623 17596 11724 5872 4180
internal_count=1325755 216756 108133 99926 64264 36013 28251 8102 7246 5643 35662 17926 13801 1108999 18593 11503 7090 42 5879 2865 799 13191 921 827 794 108623 17596 11724 5872 4180
cat_boundaries=0 1 2 3
cat_threshold=3076 2 5664
is_linear=0
shrinkage=0.05


Tree=424
num_leaves=31
num_cat=3
split_feature=93 88 61 53 92 107 115 136 73 52 30 63 131 56 31 70 136 8 136 6 55 64 17 55 108 32 36 20 29 80
split_gain=2.70175 7.79565 8.28274 7.35967 7.08078 6.93755 6.70302 8.63457 6.52433 6.52843 7.10233 6.35112 6.10904 6.98532 6.45776 6.46808 8.04033 6.47352 6.00317 5.93725 5.84557 5.51646 6.54418 6.53327 5.767 5.72058 6.95676 6.40444 5.91733 5.59004
threshold=-0.71302974224090565 -0.98415544629096974 0.36304613947868353 0.54500001668930065 -0.56519681215286244 -0.8250553011894225 -0.86159634590148915 0 0.63121524453163158 1.235000014305115 1021.3500061035157 0.72221931815147411 324.50000000000006 283.02070617675787 1018.1499938964845 212.36479949951175 1 13.050000190734865 2 9.3499999046325701 0.55500000715255748 11.065000057220461 7.4149999618530282 10.75500011444092 0.21846109628677371 12.84999990463257 14.050000190734865 5.4349999427795419 1013.5499877929689 311.83894348144537
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 19 5 8 7 -5 -4 10 -10 -6 14 -14 15 -8 17 -17 -16 -3 -12 22 -18 -23 -24 26 28 -28 -26 -25
right_child=-2 2 4 6 11 -7 12 -9 9 -11 20 -13 13 -15 18 16 21 -19 -20 -21 -22 23 24 29 25 -27 27 -29 -30 -31
leaf_value=-0.001449937098888457 -2.1781017421645625e-05 0.0018286091015753368 0.00036812830472362688 0.00034441697062538454 -0.0012542591826095843 0.00064300626919999943 -0.0012504201317815287 0.0030491942878927698 -0.0032260020857939027 -0.00043480769791754575 0.032875004259958152 0.0043222035321001098 -0.0029777238689938394 -0.021304542450397687 0.0025096016426235908 0.0022718799587305234 0.0018474085707091917 0.012767496549166641 -0.0023556833836428943 0.0064925220392864262 0.0040441903667265758 0.0017477219032770348 0.0042906532599215194 0.0069806498477250458 -0.0029462916066812432 -0.0015314940482650599 0.026043028938697605 0.0050500230057359177 0.0015459316384269651 0.029125805292278529
leaf_weight=6965 1150919 4930 27670 6395 13284 43681 4154 5485 3237 27538 21 531 592 57 764 5430 3745 151 3554 792 108 3203 589 124 1070 8041 41 319 2328 37
leaf_count=6965 1150919 4930 27670 6395 13284 43681 4154 5485 3237 27538 21 531 592 57 764 5430 3745 151 3554 792 108 3203 589 124 1070 8041 41 319 2328 37
internal_value=6.03878e-06 0.000189172 0.000257179 0.000782906 2.25521e-05 0.000166096 0.00057289 0.00159607 -0.000189556 -0.00068888 -0.0027675 -0.00103992 0.000217459 -0.00458732 0.000310404 0.000577014 0.000879716 0.00255128 -0.00149449 0.00247416 0.00873758 0.000399719 1.58752e-05 0.00224174 -0.000537813 -0.000778848 0.000831591 0.00744089 0.00013137 0.0120699
internal_weight=1.32576e+06 174836 167871 51801 116070 102255 46079 11880 58574 30904 3366 13815 34199 649 33550 29232 25078 5581 4318 5722 129 19497 16133 3364 12388 11799 3758 360 3398 161
internal_count=1325755 174836 167871 51801 116070 102255 46079 11880 58574 30904 3366 13815 34199 649 33550 29232 25078 5581 4318 5722 129 19497 16133 3364 12388 11799 3758 360 3398 161
cat_boundaries=0 1 2 3
cat_threshold=165 3232 1284
is_linear=0
shrinkage=0.05


Tree=425
num_leaves=31
num_cat=0
split_feature=108 87 120 19 52 135 97 64 64 27 11 17 123 56 17 121 74 121 43 52 120 77 8 92 26 32 7 94 16 40
split_gain=2.85459 9.31832 6.95704 5.32661 4.87061 11.4764 5.0773 7.06553 4.96341 6.24291 4.6923 5.44965 4.40704 5.4427 5.03029 4.53867 4.27991 4.06965 3.84615 3.69913 3.78982 3.69629 3.56658 7.83763 7.36167 5.95224 9.17882 5.86008 5.21348 5.80863
threshold=-0.88177630305290211 0.76054677367210399 -0.0087262028828264497 13.344999790191652 17.73499965667725 1016.8500061035157 -0.92741641402244557 20.214999198913578 4.5650000572204599 301.50000000000006 3.8500000238418584 13.344999790191652 0.58068084716796886 290.52772521972662 14.039999961853029 0.59480014443397533 0.66272428631782543 0.76037701964378368 8.7500000000000018 0.30500000715255743 -0.19936034083366391 8.6250000000000018 15.150000095367433 0.17019893974065783 327.50000000000006 12.84999990463257 12.550000190734865 -0.94572862982749928 5.7200000286102304 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 4 -3 -4 5 6 7 10 17 -10 11 16 18 -14 15 -15 -1 -8 -5 -12 -21 -7 -2 24 25 28 -27 -25 -24 -30
right_child=22 2 3 12 -6 21 8 -9 9 -11 19 -13 13 14 -16 -17 -18 -19 -20 20 -22 -23 23 27 -26 26 -28 -29 29 -31
leaf_value=-0.018670143366146547 -5.2067486950340403e-06 0.0025681819008007232 0.00044834286758904077 -0.0011868702893992205 -0.00027995609708650782 -0.028880977230993185 0.0029285391516222156 0.0030566284634113774 -0.004446703275730734 0.0040510485094273465 0.014564150644474905 -0.0024005041873118144 -0.0034358033680924808 -0.010011766189709307 -0.0035281213683533079 -0.03651485171169043 -0.0070039618785788481 -0.0042404804256439095 0.011137122296495364 0.0035385093178289632 -0.0047542533981789906 -0.0037801827653311196 0.012932073405016467 0.0081253524589477294 0.006431978882413686 0.00069209050052286775 -0.0089722342489045922 0.00013753639183168708 0.0023569263951404035 -0.024666337738744916
leaf_weight=169 1259372 2619 7388 2433 3104 55 951 311 1192 264 27 183 777 30 53 35 147 250 65 150 1690 20 117 231 850 1337 301 38105 3476 20
leaf_count=169 1259372 2619 7388 2433 3104 55 951 311 1192 264 27 183 777 30 53 35 147 250 65 150 1690 20 117 231 850 1337 301 38105 3476 20
internal_value=8.15558e-07 -0.000565126 0.000256694 -0.00030483 -0.00185872 -0.00276471 -0.00249161 -0.00402846 -0.000943196 -0.0029059 -0.00495977 -0.00926679 -0.00194481 -0.00495529 -0.0149607 -0.0242827 -0.0132432 0.00143624 -0.00086619 -0.00380861 -0.00407821 -0.0221874 1.03273e-05 0.000450572 0.00211511 0.00141632 -0.00108383 0.000185668 0.00254979 0.00220233
internal_weight=1.32572e+06 21913 13400 10781 8513 5409 5334 2677 2657 1456 2366 499 3393 895 118 65 316 1201 2498 1867 1840 75 1.30381e+06 44437 6101 5251 1638 38336 3613 3496
internal_count=1325722 21913 13400 10781 8513 5409 5334 2677 2657 1456 2366 499 3393 895 118 65 316 1201 2498 1867 1840 75 1303809 44437 6101 5251 1638 38336 3613 3496
is_linear=0
shrinkage=0.05


Tree=426
num_leaves=31
num_cat=1
split_feature=106 136 14 12 8 114 31 85 125 2 5 64 39 56 107 116 38 55 30 124 87 28 75 34 37 119 16 54 56 15
split_gain=2.70683 4.09556 5.64845 5.49333 4.99257 5.91352 5.01675 7.00969 4.98118 4.75386 4.11712 4.03867 5.27841 3.94812 3.86719 3.88208 3.58909 4.29314 5.48282 4.23621 5.52298 3.55111 4.77916 5.56623 4.57197 4.40966 4.29557 4.22179 3.47783 3.41487
threshold=1.0000000180025095e-35 0 0.56499999761581432 1.6250000000000002 8.9499998092651385 -0.061046212911605828 1021.4500122070314 0.91003495454788219 0.76037701964378368 153.50000000000003 4.2500000000000009 1.3949999809265139 16.44999980926514 228.80474853515628 -0.12484111264348029 0.93038213253021251 9.4499998092651385 1.9550000429153445 1006.0499877929689 -0.9099266231060027 0.91005870699882518 1010.3500061035157 0.59383258223533641 13.84999990463257 12.449999809265138 0.33379416167736059 11.120000362396242 9.2750000953674334 311.41114807128912 1.9750000238418581
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 10 8 5 -5 7 16 11 -4 -2 12 -3 29 -10 -16 -6 18 -18 -20 -21 25 23 24 -23 -19 -26 -27 -9 -11
right_child=1 3 9 4 6 -7 -8 28 14 13 -12 -13 -14 -15 15 -17 17 21 19 20 -22 22 -24 -25 26 27 -28 -29 -30 -31
leaf_value=7.4562922066457974e-06 0.00074918999563197838 0.0044892515376532497 0.0023106557210686653 -0.00045686204723434631 -0.022396287809880008 0.0047578095470343848 0.0043878674722384178 -0.0085654065076583366 -0.0026285499953469611 -0.01536076633825321 -0.021346990414419953 -0.0037224025941796309 -0.0079541991842356895 -0.00045393984573670413 -0.010619622027269753 -0.032705926353281199 -0.0081576588999239669 -0.0020466622878735252 0.016122279092795341 0.0046143375570260872 -0.021955279793058124 -0.0036032069647617612 -0.0026689129687766252 0.0074293527387597263 -0.02476264187086296 0.013047534133325898 -0.0077946766829270807 -0.00068534423368081694 -0.026199675428548033 -1.4152463083550081e-05
leaf_weight=1314228 37 367 2248 1805 21 778 302 139 161 94 49 1402 111 606 208 22 93 1318 74 285 21 82 756 38 96 102 61 124 35 59
leaf_count=1314228 37 367 2248 1805 21 778 302 139 161 94 49 1402 111 606 208 22 93 1318 74 285 21 82 756 38 96 102 61 124 35 59
internal_value=7.7478e-07 -0.000763192 0.000791568 -0.00133496 -0.000558334 0.0011138 -0.00177601 -0.00234966 -0.00343715 0.00115548 -0.0118405 -0.00236924 0.00159966 -0.00226592 -0.00857189 -0.0127322 -0.00179651 -0.00165467 0.00272391 0.00538704 0.00279093 -0.00245835 -0.00472753 -0.010346 -0.0131722 -0.000940178 -0.01817 0.00551268 -0.0121125 -0.00944279
internal_weight=1.32572e+06 11494 3093 8401 6130 2583 3547 3245 2271 3007 86 1880 478 759 391 230 3071 3050 473 380 306 2577 1033 277 239 1544 157 226 174 153
internal_count=1325722 11494 3093 8401 6130 2583 3547 3245 2271 3007 86 1880 478 759 391 230 3071 3050 473 380 306 2577 1033 277 239 1544 157 226 174 153
cat_boundaries=0 1
cat_threshold=2117
is_linear=0
shrinkage=0.05


Tree=427
num_leaves=31
num_cat=1
split_feature=108 87 120 34 17 15 54 11 19 97 72 74 55 123 56 2 30 102 67 125 96 72 136 131 79 13 109 65 67 41
split_gain=2.48261 8.42533 6.23346 4.79144 6.72334 6.67234 6.39792 5.00975 4.7476 4.27395 4.25446 4.1461 4.08141 3.94828 4.96704 4.30342 3.93503 8.19604 4.01282 3.8718 4.69746 3.71848 3.65826 6.91103 4.52497 6.73419 4.02551 3.46649 8.46689 6.04112
threshold=-0.88177630305290211 0.76054677367210399 -0.0087262028828264497 13.84999990463257 12.50999975204468 1.044999957084656 0.49500000476837164 4.0499999523162851 13.344999790191652 -0.92080461978912342 0.52586430311203014 0.80406397581100475 4.1449999809265146 0.58068084716796886 287.43351745605474 132.50000000000003 1000.6499938964845 0.30461049079895025 64.055000305175795 -0.62249094247817982 -0.93871009349822987 0.46569505333900457 0 123.50000000000001 4.9449999332427987 1.5649999976158144 -0.99311193823814381 30.214999198913578 17.914999961853031 2.1499999761581425
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 3 12 5 7 6 -1 9 22 11 -11 -5 -3 -10 -15 -16 17 -7 -18 20 -8 -6 26 24 -24 -26 -4 28 -2 -29
right_child=27 2 8 4 21 16 19 -9 13 10 -12 -13 -14 14 15 -17 18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.015156579380854966 -7.5561509442846095e-06 0.0052701528688327863 -0.0027530549225550931 -0.017809677229559472 0.0069677969614175429 -0.00267404304604891 -0.011620650805610543 -0.00057552324681253437 -0.00080445997613892923 0.007172818571595691 -0.0076258857048076877 0.003781114839431313 0.0010646357856165197 -0.0029634995836857834 -0.022353333962295871 -0.0055766319400523635 -0.001812709644995379 -0.016603366696681068 0.004803874306255675 -0.014031076421172026 -0.00074033847721862486 0.00090850279895630026 0.0059438279790580565 0.025623299824374335 -0.0076360265973545813 0.0018252449547408835 0.00049666676922911995 -0.00019069884934841983 0.00047777592658373872 -0.001955845384700752
leaf_weight=30 1118999 858 1250 126 322 485 180 803 2498 69 164 27 1761 739 67 89 4316 135 242 208 221 1185 509 31 218 1370 4010 81947 97711 5152
leaf_count=30 1118999 858 1250 126 322 485 180 803 2498 69 164 27 1761 739 67 89 4316 135 242 208 221 1185 509 31 218 1370 4010 81947 97711 5152
internal_value=7.36041e-07 -0.000527045 0.000254405 -0.0017571 -1.46842e-05 -0.00256465 -0.00738513 -0.00282573 -0.000277116 -0.00750687 -0.00324344 -0.0139995 0.00244239 -0.00182539 -0.00467488 -0.012782 -0.00196977 -0.00570704 -0.00146141 -0.00849556 -0.00562427 0.00220319 0.000433944 0.00217758 0.00184136 0.000526405 -0.000275083 9.60641e-06 3.14197e-05 -0.000295109
internal_weight=1.32572e+06 21913 13400 8513 2696 5817 639 1189 10781 386 233 153 2619 3393 895 156 5178 620 4558 609 401 1507 7388 2128 2097 1588 5260 1.30381e+06 1.21671e+06 87099
internal_count=1325722 21913 13400 8513 2696 5817 639 1189 10781 386 233 153 2619 3393 895 156 5178 620 4558 609 401 1507 7388 2128 2097 1588 5260 1303809 1216710 87099
cat_boundaries=0 1
cat_threshold=914
is_linear=0
shrinkage=0.05


Tree=428
num_leaves=31
num_cat=1
split_feature=106 136 14 12 95 8 86 55 31 85 2 127 66 54 56 35 52 61 67 26 22 13 117 105 99 70 31 21 38 55
split_gain=2.34747 3.61478 5.11482 4.99069 4.51558 4.4597 5.6552 4.79049 4.49925 6.31607 4.32154 4.1674 4.1348 4.08486 3.9141 3.82733 3.70891 3.61629 4.13925 3.7675 3.60075 4.64917 3.40211 3.37269 3.63487 3.32715 3.35444 3.27782 3.25144 3.8881
threshold=1.0000000180025095e-35 0 0.56499999761581432 1.6250000000000002 0.72518435120582592 8.9499998092651385 0.89128965139389049 1.735000014305115 1021.4500122070314 0.91003495454788219 152.50000000000003 0.87878364324569713 0.83499997854232799 2.7250000238418584 228.80474853515628 14.949999809265138 3.2649999856948857 0.42926660180091863 3.5649999380111699 107.50000000000001 6.1649999618530282 1.1950000524520876 -0.89490029215812672 -0.42257039248943323 -0.74550479650497425 320.81379699707037 1002.9500122070314 5.9249999523162851 9.4499998092651385 3.5449999570846562
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 12 4 13 6 22 -8 9 28 25 15 -2 23 27 -6 -9 19 -19 -15 21 -20 -5 24 -3 26 -4 -12 -7 -30
right_child=1 3 10 5 11 8 7 16 -10 -11 14 -13 -14 17 -16 -17 -18 18 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=6.9214347416848745e-06 -0.0050390686411768771 0.012130026503091716 0.014467449419920878 0.0041049261743631915 -0.00023524818668307888 -0.021283553691492194 0.016332865670044848 -0.01503917259665636 0.0041788137918384437 -0.011469024649537543 -0.014098192149094333 -0.024836030638799435 -0.030559049627654968 -0.021382439956068994 -0.00031292457415315879 -0.01718138723668677 0.0066019864870706605 -0.0026428559693057315 -0.0313117788450138 0.00092494328510907959 -0.0064463766625246603 -0.010725780379220423 -0.00059504759371051784 -0.0013163106614470172 -0.0058169677717766419 0.022527079451829198 0.0017341795171257187 0.0012044938916985232 0.0013706954973810609 -0.0026359726942578494
leaf_weight=1314228 65 102 53 484 87 21 107 26 302 174 107 41 21 20 629 54 83 431 37 353 307 106 1883 694 39 20 2146 52 833 2217
leaf_count=1314228 65 102 53 484 87 21 107 26 302 174 107 41 21 20 629 54 83 431 37 353 307 106 1883 694 39 20 2146 52 833 2217
internal_value=6.99239e-07 -0.000710749 0.000749882 -0.00124792 -0.0032516 -0.000507643 0.00107273 0.00881742 -0.00165851 -0.00220176 0.00109616 -0.0108052 -0.0112707 -0.00259351 -0.00208465 -0.00672526 0.00143988 -0.0043977 -0.00614481 -0.000271163 -0.0094989 -0.0160522 0.000365995 0.000116026 0.00716596 0.00222572 0.00204108 -0.00909354 -0.00167669 -0.00154169
internal_weight=1.32572e+06 11494 3093 8401 2271 6130 2583 216 3547 3245 3007 182 86 2089 788 141 109 1254 881 373 450 143 2367 835 141 2219 2199 159 3071 3050
internal_count=1325722 11494 3093 8401 2271 6130 2583 216 3547 3245 3007 182 86 2089 788 141 109 1254 881 373 450 143 2367 835 141 2219 2199 159 3071 3050
cat_boundaries=0 1
cat_threshold=2117
is_linear=0
shrinkage=0.05


Tree=429
num_leaves=31
num_cat=1
split_feature=108 87 120 38 134 70 86 19 39 84 15 72 14 136 16 23 75 32 33 123 56 20 35 26 55 103 57 111 69 97
split_gain=2.14941 7.56497 5.59541 4.49609 5.37107 11.9302 4.76158 4.22921 4.10759 4.08447 4.87734 3.82511 4.18021 4.59404 5.78425 4.25268 3.77684 3.75432 3.66837 4.07957 5.19828 4.75461 3.78248 4.35369 3.6583 3.42962 3.67243 3.3859 3.31708 3.30526
threshold=-0.88177630305290211 0.76054677367210399 -0.0087262028828264497 12.050000190734865 1014.0499877929689 288.34010314941412 0.70618635416030895 13.344999790191652 11.449999809265138 0.86297753453254711 1.325000047683716 0.43339876830577856 1.6050000190734866 0 13.344999790191652 8.3850002288818377 0.71384525299072277 14.949999809265138 13.750000000000002 0.58068084716796886 279.75308227539068 8.1549997329711932 10.949999809265138 278.50000000000006 4.1449999809265146 0.33464118838310247 269.54838562011724 0.29855790734291082 295.24917602539068 -0.96748340129852284
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 3 24 6 9 -6 8 -4 -1 11 -11 -5 13 14 15 25 -8 -17 19 -9 -21 22 -22 -24 -3 26 -13 -14 -27 -15
right_child=-2 2 7 4 5 -7 16 18 -10 10 -12 12 27 29 -16 17 -18 -19 -20 20 21 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0094614861188407912 8.917948152562988e-06 0.0050002145941726341 0.00041758730422188859 0.0034963756650429438 0.00033837738020035129 -0.02587525975506972 -0.004721337018224101 -0.0014944567977251241 -0.0016485335335335929 -0.014070920631066602 -0.0016861122303394481 -0.0058451873701184046 -0.00012478567226948122 -0.004857287534330703 0.00011290328133568805 -0.0057273991620273926 -0.00040690122019198253 -0.023720025187632179 0.0011001051578146063 -0.0031302090456791169 -0.006244348241361203 0.0018650009545909112 -0.0077359708138939115 -0.029869369792697189 0.001018649488726436 -0.024518922112155252 0.013620211193338037 0.0055916375282120297 -0.0019490623208521692 0.0012175468158034325
leaf_weight=480 1303809 858 7388 621 120 68 825 1880 259 117 248 126 2576 329 211 44 1317 85 863 452 54 43 33 68 1761 41 30 288 27 701
leaf_count=480 1303809 858 7388 621 120 68 825 1880 259 117 248 126 2576 329 211 44 1317 85 863 452 54 43 33 68 1761 41 30 288 27 701
internal_value=6.64277e-07 -0.000490424 0.000250053 -0.00165598 -0.000834143 -0.00914315 -0.00326257 -0.00025353 -0.00672325 -0.000547204 -0.00565604 -0.00018006 -0.000692189 -0.00274449 -0.00632434 -0.0103513 -0.00206862 -0.017583 -0.00171484 -0.00267503 -0.00608963 -0.0128455 -0.0169264 -0.0226377 0.00232303 -0.00618655 -0.00210184 0.00045005 -0.0155574 -0.000715911
internal_weight=1.32572e+06 21913 13400 8513 5632 188 2881 10781 739 5444 365 5079 4458 1594 564 353 2142 129 3393 2530 650 198 155 101 2619 224 156 2864 68 1030
internal_count=1325722 21913 13400 8513 5632 188 2881 10781 739 5444 365 5079 4458 1594 564 353 2142 129 3393 2530 650 198 155 101 2619 224 156 2864 68 1030
cat_boundaries=0 1
cat_threshold=5381
is_linear=0
shrinkage=0.05


Tree=430
num_leaves=31
num_cat=0
split_feature=93 18 82 28 54 19 21 67 36 31 59 53 87 53 22 30 78 28 123 5 66 16 17 55 124 35 7 123 21 79
split_gain=3.47114 7.44362 7.19132 7.39925 10.237 7.57869 7.90582 12.4891 7.0842 6.69699 6.61799 6.92309 6.91862 6.57355 7.11886 6.90838 9.90839 7.85041 7.42729 7.42264 7.34118 7.20085 7.14363 8.46483 7.78453 7.09428 6.91425 6.5392 6.48276 6.48026
threshold=-0.60750499367713917 17.029999732971195 312.65307617187506 1022.0499877929689 0.9350000023841859 10.405000209808351 6.9849998950958261 17.914999961853031 20.349999427795414 1016.2500000000001 232.35504913330081 5.4049999713897714 0.84181013703346264 0.38499999046325689 4.2149999141693124 1018.1499938964845 2.6450001001358037 1024.2500000000002 0.64942333102226268 9.1500000953674334 3.4550000429153447 15.405000209808351 7.4149999618530282 8.7449998855590838 0.68832838535308849 10.84999990463257 5.0499999523162851 -0.11319890245795249 7.0450000762939462 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 -5 10 7 -7 13 -3 11 -1 -12 14 -4 19 17 -17 -18 20 -15 -20 23 -22 26 -26 -24 -21 -16 -6
right_child=-2 9 8 4 29 6 -8 -9 -10 -11 12 -13 -14 15 28 16 18 -19 21 27 22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0001961117775975884 -2.4675293231265184e-05 -0.00032021579586523021 0.029924814680662867 0.0075374349519266599 0.006455479784587638 0.00069931128973847376 -0.00018197667623078763 0.0050084163565878338 0.0085043453106515895 -0.0032986905731520449 0.00010197693380940205 -0.0014572689594028433 -0.0017998603128455673 -0.00032300061503847717 0.0031423742844115077 0.0074374056199980791 -0.0023804104190457663 -0.014439857231660023 0.0040857975035415673 0.0032099784881481769 0.0042415304121783534 0.034302130290730433 0.0011844037654817072 0.023063048149924728 0.0087322102962726997 0.001969800947542474 -0.0018348013013004521 -0.00089031976484054429 0.029888046597656998 -7.5397427685351843e-06
leaf_weight=50108 1124617 6403 26 749 459 38645 30262 1758 301 2676 7789 7247 12387 12521 1517 462 4028 45 190 5258 897 22 5032 64 420 5064 3043 1193 23 2502
leaf_count=50108 1124617 6403 26 749 459 38645 30262 1758 301 2676 7789 7247 12387 12521 1517 462 4028 45 190 5258 897 22 5032 64 420 5064 3043 1193 23 2502
internal_value=9.53653e-06 0.000200869 0.000267017 0.00010979 0.00231529 5.45769e-05 0.000429105 0.000886807 0.000862533 -0.00119811 -0.000286784 -1.27985e-05 -0.00106565 0.000804746 0.00397985 0.000674716 -0.0011104 0.00549564 -0.00190032 0.00092773 0.000564166 0.00722145 0.00132919 0.00549499 0.00103394 0.00248771 4.66402e-05 0.0024517 0.00354182 0.000994327
internal_weight=1.32571e+06 201091 192012 151906 3710 148196 70665 40403 40106 9079 77531 57355 20176 39805 1566 38239 4747 507 4240 33492 27041 212 14520 961 13559 5484 8075 6451 1540 2961
internal_count=1325708 201091 192012 151906 3710 148196 70665 40403 40106 9079 77531 57355 20176 39805 1566 38239 4747 507 4240 33492 27041 212 14520 961 13559 5484 8075 6451 1540 2961
is_linear=0
shrinkage=0.05


Tree=431
num_leaves=31
num_cat=2
split_feature=93 17 25 31 82 110 126 31 136 124 83 29 37 12 79 17 136 42 64 52 17 40 1 92 41 38 127 19 95 21
split_gain=3.13271 5.92425 9.81585 7.75334 6.89548 7.25327 8.37068 7.70888 9.82795 13.8102 7.08271 6.76636 6.42906 6.105 8.70647 6.44915 9.4574 9.68621 8.02916 6.30995 9.93215 7.18084 6.83888 6.72398 7.2676 6.19113 7.35429 6.05213 7.66684 7.27514
threshold=-0.60750499367713917 17.029999732971195 247.50000000000003 1016.6499938964845 312.65307617187506 -0.018094198778271672 0.90255093574523937 1018.3500061035157 0 -0.0087262028828264185 241.56858825683597 1022.9500122070314 11.84999990463257 3.1550000905990605 26.814999580383304 7.4149999618530282 1 11.949999809265138 1.7649999856948855 2.7749999761581425 10.405000209808351 6.9500000476837167 314.50000000000006 0.071183770895004286 13.250000000000002 19.250000000000004 0.737249255180359 10.405000209808351 -0.60968726873397816 6.9849998950958261
decision_type=2 2 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
left_child=1 4 3 -3 5 7 27 -1 9 12 -8 -11 -9 15 -15 16 17 -6 -17 21 23 -20 -22 24 -21 -18 -27 28 -7 -29
right_child=-2 2 -4 -5 13 6 10 8 -10 11 -12 -13 -14 14 -16 18 25 -19 19 20 22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00047250418912906647 -2.3441528755380647e-05 -0.000740657720342262 0.0035325445754007994 -0.004291541742627262 -0.0014671482582458517 -0.00020880737567184604 0.0082206251778739175 0.020902431609601469 0.0014003593635291665 0.0047019464773702278 0.00096887633625324923 -0.0091562564723475393 0.0089071611770169777 0.015424126998987049 0.0020356687349952101 -0.001283524430132904 0.00252016851575553 0.016916187952675327 0.0021363372487583064 -0.00074265425169013177 0.00031798176646784503 -0.0031062963314004675 0.0036840699025378477 -0.0059529489566728429 0.023519527993255088 0.003189593659670547 0.021521509134112615 0.00077881691538976452 -0.0014747020173004948 -0.00046570374898642424
leaf_weight=29119 1124617 6229 1042 2041 2261 43271 347 174 2954 339 11353 119 312 170 425 5745 7017 74 9212 7107 4050 703 2405 649 31 129 95 25191 16530 21997
leaf_count=29119 1124617 6229 1042 2041 2261 43271 347 174 2954 339 11353 119 312 170 425 5745 7017 74 9212 7107 4050 703 2405 649 31 129 95 25191 16530 21997
internal_value=9.0597e-06 0.000190825 -0.00104077 -0.001617 0.000250627 9.65361e-05 -8.5811e-05 0.000752035 0.0028402 0.00725411 0.00118395 0.00110123 0.0132018 0.000833974 0.00586094 0.000758209 0.00188749 -0.000880778 0.000396561 0.000796118 0.000121866 0.00176462 0.00157212 -0.00108031 -0.000637285 0.00277755 0.0109643 -0.000224668 -0.000558722 0.000198675
internal_weight=1.32571e+06 201091 9312 8270 191779 151706 118689 33017 3898 944 11700 458 486 40073 595 39478 9576 2335 29902 24157 14242 9915 6455 7787 7138 7241 224 106989 59801 47188
internal_count=1325708 201091 9312 8270 191779 151706 118689 33017 3898 944 11700 458 486 40073 595 39478 9576 2335 29902 24157 14242 9915 6455 7787 7138 7241 224 106989 59801 47188
cat_boundaries=0 1 2
cat_threshold=583 528
is_linear=0
shrinkage=0.05


Tree=432
num_leaves=31
num_cat=3
split_feature=93 18 82 110 28 54 99 136 79 53 125 69 122 124 136 31 28 4 20 55 136 37 29 12 13 104 72 37 30 28
split_gain=2.82736 6.34489 5.843 7.01277 7.66366 11.2193 7.65197 14.5994 7.20525 7.51679 7.25058 7.1314 6.978 8.42255 13.8478 8.71359 12.5962 12.1527 10.1441 8.14333 8.55781 7.9375 7.71609 7.53445 7.37027 6.89786 6.83459 6.57573 7.86588 9.65067
threshold=-0.60750499367713917 17.029999732971195 312.65307617187506 -0.018094198778271672 1022.0499877929689 1.0349999666213991 -0.90913394093513478 0 1.325000047683716 3.935000061988831 -0.5663846731185912 313.19059753417974 -0.50751903653144825 0.13052122294902804 1 1015.0499877929689 1014.2500000000001 3.9500000476837163 7.3750000000000009 0.63499999046325695 2 13.150000095367433 1004.0499877929689 2.2150000333786015 0.95499998331069957 -0.56325489282608021 0.52586430311203014 12.84999990463257 1021.0499877929689 1014.4500122070314
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 12 -6 7 -1 9 -7 11 -10 19 14 15 -14 17 -17 23 -5 -21 -20 -22 24 -18 -15 -9 28 29 -24
right_child=-2 -3 -4 4 5 8 -8 26 10 -11 -12 -13 13 25 -16 16 18 -19 21 20 22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0045218887077356626 -2.22694523098404e-05 -0.0011103209296203637 0.00077915207113903138 -0.0025139742143664746 0.0082511454677163983 0.0013621158807174511 4.2009008227536095e-05 0.0023388912852877588 0.0055504606406720997 0.021863808115071891 -0.0012467537617987497 0.036864475049078464 0.00017343840471336752 0.00094613387008998448 -0.0012042787819642904 0.00539642884294117 0.01013407078766692 0.02645074804716457 0.0058343272198671629 0.00049032469343906625 0.029525546997874266 -0.0031010704098872249 -0.0012360731921798882 0.024766444189603942 0.0024554257853909977 0.0058476626562134534 -0.00014668152110294114 -0.0011793355224414511 -0.0086138602746631248 0.0019259435124480949
leaf_weight=3272 1124617 9079 40106 4621 653 103 17849 4342 200 79 1708 20 12978 17766 16753 201 370 104 315 20513 21 1178 4321 43 2011 748 7618 28413 241 5465
leaf_count=3272 1124617 9079 40106 4621 653 103 17849 4342 200 79 1708 20 12978 17766 16753 201 370 104 315 20513 21 1178 4321 43 2011 748 7618 28413 241 5465
internal_value=8.60725e-06 0.000181288 0.000242359 0.000100636 -7.86154e-05 0.00252387 0.000744497 0.00156768 0.000751405 0.0102612 -0.000146304 0.00839719 -0.000140571 0.000286263 -0.000181536 0.000814853 0.00278843 0.0125756 0.00202634 -0.000492716 -0.000334338 -0.00121584 -0.000774094 0.00402328 0.00364866 0.00114416 0.000755058 -0.000790848 0.00030999 0.000529758
internal_weight=1.32571e+06 201091 192012 151906 118825 2763 33081 15232 2110 182 1928 220 116062 52467 33953 17200 4222 305 3917 63595 58974 1493 38461 2424 2381 18514 11960 38440 10027 9786
internal_count=1325708 201091 192012 151906 118825 2763 33081 15232 2110 182 1928 220 116062 52467 33953 17200 4222 305 3917 63595 58974 1493 38461 2424 2381 18514 11960 38440 10027 9786
cat_boundaries=0 1 2 3
cat_threshold=1605 6659 1344
is_linear=0
shrinkage=0.05


Tree=433
num_leaves=31
num_cat=2
split_feature=94 110 57 54 14 31 14 101 84 98 38 52 29 29 37 9 32 103 88 122 105 7 58 34 39 107 136 136 13 105
split_gain=2.5597 6.62333 8.21906 6.21152 7.01021 10.1673 6.88338 6.61048 6.53261 6.26969 6.26247 7.51367 7.54473 7.46132 7.29256 6.03879 5.88148 5.51876 5.6866 5.35881 5.34458 5.39641 5.3146 5.12217 11.7714 8.69765 7.80546 7.56397 11.8994 8.72456
threshold=-0.61353254318237294 0.89135101437568676 133.37920379638675 9.9749999046325701 1.7250000238418581 1020.9500122070314 0.9650000035762788 0.49943920969963079 0.81492117047309887 -0.47913947701454157 12.250000000000002 3.3149999380111699 1015.4500122070314 1020.2500000000001 15.949999809265138 12.550000190734865 12.150000095367433 0.37247139215469366 0.22018303722143176 0.13052122294902804 -0.21984672546386716 5.1499998569488534 224.47167968750003 12.449999809265138 14.34999990463257 -0.62367182970046986 0 1 0.84499999880790722 -0.91301086544990528
decision_type=2 2 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 1 2 2
left_child=1 2 15 4 5 10 -7 9 -9 22 11 12 -3 -14 -12 -1 19 18 -17 -10 21 -18 -6 24 27 -26 -25 28 -4 -30
right_child=-2 3 23 -5 7 6 -8 8 16 -11 14 -13 13 -15 -16 17 20 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=-0.0020597761934430924 -2.1082735220028415e-05 -0.011213045077317435 0.016242529890850944 -0.0052283576143244762 0.011234312192401917 0.024532858199543425 0.004291200086045715 -0.0076040910348453283 -0.0014386803079555347 -0.0045128283506658462 -0.0060662119357629551 0.021093193840028515 0.0085836308066442411 -0.019259993038657639 0.0062120355470866272 0.010659551859582561 0.011934479218448552 -0.00094196043902985667 -0.0095911574666388347 0.015627419506656189 0.016109910706592793 0.0024392521826765144 0.031178841036499334 -0.0015338528107830339 0.003611636663168201 0.017846333109283529 0.00012980512090979393 0.0001411893467257306 0.0051756080982105976 0.00090207039073428004
leaf_weight=6203 1125984 92 138 253 276 63 126 123 469 56 682 54 221 27 147 260 213 415 40 51 135 503 38 7438 1829 114 132046 37250 1375 9087
leaf_count=6203 1125984 92 138 253 276 63 126 123 469 56 682 54 221 27 147 260 213 415 40 51 135 503 38 7438 1829 114 132046 37250 1375 9087
internal_value=8.17832e-06 0.000173143 0.000134527 0.00232004 0.00290299 0.000245516 0.0110384 0.00491606 0.00343426 0.0108993 -0.0014224 0.0037675 0.00101577 0.00555227 -0.00388901 -0.00155823 0.00442457 0.0027929 0.00795946 0.00023511 0.00698452 0.00526395 0.013648 0.000196396 0.000631734 0.00444682 4.09897e-05 0.000476818 0.00165458 0.00146373
internal_weight=1.32571e+06 199724 196195 3529 3276 1412 189 1864 1494 370 1223 394 340 248 829 6918 1371 715 300 520 851 716 314 189277 49793 1943 139484 47850 10600 10462
internal_count=1325708 199724 196195 3529 3276 1412 189 1864 1494 370 1223 394 340 248 829 6918 1371 715 300 520 851 716 314 189277 49793 1943 139484 47850 10600 10462
cat_boundaries=0 1 2
cat_threshold=4112 4864
is_linear=0
shrinkage=0.05


Tree=434
num_leaves=31
num_cat=2
split_feature=93 18 31 60 28 75 111 92 60 136 106 86 63 128 31 122 94 75 52 109 11 65 97 59 8 136 95 61 5 100
split_gain=2.32579 5.73406 5.77031 5.58909 5.72571 8.72458 5.33974 5.07928 13.8569 6.3007 7.40786 7.14918 5.98672 6.48645 5.10342 5.11668 5.26041 5.78373 4.89044 5.21076 5.17476 4.88932 5.13877 4.89555 4.86934 6.82276 8.31701 6.61326 6.56442 7.73437
threshold=-0.60750499367713917 17.029999732971195 1016.2500000000001 0.71647480130195629 1020.4500122070314 0.90714365243911754 0.11140774190425874 -0.77093198895454396 0.30568602681159979 0 -0.9978078007698058 0.65655076503753673 0.49000641703605657 320.50000000000006 1015.0499877929689 1.0000000180025095e-35 -0.49120213091373438 0.53485849499702465 1.3049999475479128 0.050569456070661552 9.5500001907348651 32.995000839233406 -0.74304136633872975 252.49035644531253 11.949999809265138 1 0.74155443906784069 0.33043836057186132 11.550000190734865 0.86887332797050487
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 1 2 2 2 2
left_child=1 3 -3 24 18 -6 -4 8 12 10 -10 -12 13 21 -13 16 17 -16 -5 -20 -21 22 23 -2 -1 26 27 -26 29 -29
right_child=7 2 6 4 5 -7 -8 -9 9 -11 11 14 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00022442885882147028 0.0022903338352615122 -0.00024858235658908417 0.0017458684525768781 -0.0049440550171696886 0.0079541122566108291 -0.019020970033439388 -0.00406151206412937 -1.3333618061603196e-06 0.010206245867585815 -0.00078531610822317119 -0.0098151365887948448 -0.0010395136339672014 0.0047293344900718468 -0.010479387354728927 -0.0069309253895051496 0.00059251595981695297 -0.0077162419796137699 -0.00065165516716510761 0.0022485101330560666 -0.0011799079269958304 0.0064614585597960244 0.01102388730713366 -0.0011088243190885362 -0.00055628654677610998 0.019050144476568678 0.0010187236501995258 -0.016352500969713385 0.0057792570312344234 0.029321192037314175 -0.022783212474098914
leaf_weight=165061 4392 6403 483 711 327 33 2193 1090122 111 16665 346 3209 907 133 590 526 971 969 1355 11273 226 112 3262 2302 128 12619 33 194 25 27
leaf_count=165061 4392 6403 483 711 327 33 2193 1090122 111 16665 346 3209 907 133 590 526 971 969 1355 11273 226 112 3262 2302 128 12619 33 194 25 27
internal_value=7.76893e-06 0.000164385 -0.00106348 0.000222443 -0.000742262 0.0054814 -0.00301332 -2.02354e-05 -0.000617585 -0.00130823 -0.00259959 -0.00281854 0.000836515 0.000490394 -0.00243213 -0.00389447 -0.00482734 -0.00302803 -0.000907431 -0.000684151 -0.00102973 0.000635306 0.00051844 0.00131141 0.000297876 0.00122857 0.00752481 0.00983283 0.00503682 0.00228972
internal_weight=1.32571e+06 201091 9079 192012 13925 360 2676 1.12462e+06 34495 23387 6722 6611 11108 10201 6265 3056 2530 1559 13565 12854 11499 10068 9956 6694 178087 13026 407 374 246 221
internal_count=1325708 201091 9079 192012 13925 360 2676 1124617 34495 23387 6722 6611 11108 10201 6265 3056 2530 1559 13565 12854 11499 10068 9956 6694 178087 13026 407 374 246 221
cat_boundaries=0 1 2
cat_threshold=336 1024
is_linear=0
shrinkage=0.05


Tree=435
num_leaves=31
num_cat=2
split_feature=94 88 88 22 124 96 55 136 62 78 32 103 57 53 120 39 23 123 3 67 12 120 83 136 29 81 85 61 113 84
split_gain=2.62643 5.62674 4.98312 3.60703 3.71495 6.85677 4.06683 4.27942 4.22462 3.86614 3.79369 8.33014 3.60984 4.03843 3.16508 3.1457 4.06083 3.63316 3.71584 3.59272 3.11055 3.1029 3.09408 3.39897 4.12058 4.13908 3.86167 4.55369 3.57297 3.17193
threshold=-0.99134069681167591 -0.98881202936172474 -0.20107986032962796 4.0250000953674325 0.71322327852249157 -0.6851208209991454 0.98500001430511486 0 0.20285778492689135 25.564999580383304 11.650000095367433 0.72708487510681163 279.99989318847662 1.5249999761581423 -0.67556449770927418 13.550000190734865 5.3849999904632577 0.44618082046508795 105.50000000000001 0.91500002145767223 1.485000014305115 0.55191597342491161 326.07965087890631 1 1012.6499938964845 309.72065734863287 0.8083750605583192 0.34516327083110815 -0.60873827338218678 0.85079890489578258
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 1 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 10 7 8 -5 -9 11 14 20 -14 -6 16 19 22 -19 -7 -8 -12 23 24 -17 29 -27 28 -28 -26
right_child=-2 2 3 4 5 15 12 9 -10 -11 21 -13 13 -15 -16 17 -18 18 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0045964631817187185 1.1368344941348499e-05 0.00024667476716853487 0.017918931275606158 0.019598702104254205 0.019226924939589066 0.0054584215757333574 -0.00042226186508818165 -0.01024205354660198 -0.0027653095468227178 0.01234700782224536 -0.002166367160141017 0.023988879608466879 0.0029046331094030073 -0.018537926253291866 -0.00029515243434475935 -0.0095627425878774385 0.0042956134326232135 0.0032490640150250071 0.028792818100191655 0.026868081993834919 -0.0024260811558899221 0.013267560280633695 -0.012418598040849681 -0.002033832162628165 0.0065271337431809509 -0.014522505918783802 0.0030634775082580747 -0.0011129134381189943 0.032592693393096506 0.019201414781609472
leaf_weight=800 1296001 16115 25 22 22 36 5046 358 526 20 2472 43 34 62 369 48 284 35 24 43 3143 33 42 381 162 35 20 120 21 71
leaf_count=800 1296001 16115 25 22 22 36 5046 358 526 20 2472 43 34 62 369 48 284 35 24 43 3143 33 42 381 162 35 20 120 21 71
internal_value=5.90474e-07 -0.000458706 -0.00034692 -0.00105565 -0.00109087 0.000129889 -0.00165559 -0.00479816 -0.00183402 -0.0088137 -0.00121532 0.00310047 -0.00130435 -0.0109437 0.000803276 0.00312049 0.00708481 0.00161992 0.0136397 0.0171118 -0.00119134 -0.00196305 0.000831949 0.00148058 0.0042414 0.00588479 0.000529994 0.00380228 0.0181882 0.0103893
internal_weight=1.32641e+06 30412 29612 13497 13472 4261 9211 926 548 378 2939 434 8285 96 391 1322 363 959 59 79 8189 2505 900 858 477 429 196 161 41 233
internal_count=1326413 30412 29612 13497 13472 4261 9211 926 548 378 2939 434 8285 96 391 1322 363 959 59 79 8189 2505 900 858 477 429 196 161 41 233
cat_boundaries=0 1 2
cat_threshold=3426 1792
is_linear=0
shrinkage=0.05


Tree=436
num_leaves=31
num_cat=5
split_feature=1 3 68 22 136 127 53 39 67 39 136 136 85 58 36 81 93 80 34 29 107 78 8 136 15 136 23 72 37 35
split_gain=2.42607 6.32078 8.92375 7.76066 10.3928 9.99124 6.28876 11.4046 10.7058 9.08869 19.418 13.2004 11.1788 9.61161 9.27728 8.81193 8.10392 10.6916 9.45313 9.51977 8.29652 9.35361 8.25886 9.62285 7.63498 10.013 11.7833 10.2074 8.59287 8.52411
threshold=277.50000000000006 269.50000000000006 282.80201721191412 7.3250000476837167 0 0.8140845298767091 1.0349999666213991 10.449999809265138 8.305000305175783 11.449999809265138 1 2 0.77738803625106823 111.06040954589845 11.650000095367433 310.27902221679693 -0.25795076787471766 342.37731933593756 16.750000000000004 1021.9500122070314 -0.70860272645950306 0.99500000476837169 6.9500000476837167 3 1.294999957084656 4 5.9249999523162851 0.51853394508361828 19.849999427795414 8.1500000953674334
decision_type=2 2 2 2 1 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2
left_child=-1 2 -2 4 -4 -6 16 -8 9 10 12 15 -9 -13 -14 -11 17 18 19 22 21 -18 -3 -24 25 26 28 -28 -15 -26
right_child=1 6 3 -5 5 -7 7 8 -10 11 -12 13 14 24 -16 -17 20 -19 -20 -21 -22 -23 23 -25 29 -27 27 -29 -30 -31
leaf_value=7.0868396281886849e-05 -1.1186133047699994e-05 -0.0012432982729505275 0.00014840588770422968 0.00028642380698555212 0.0040170358225623051 0.00063420763889541218 -0.0016135017484644005 0.027796532240522615 0.00011368986502290389 -0.00084936235726876079 -9.3354896852719827e-06 -0.0030727187586646822 0.0069190494023457731 -0.0019437747053472278 -0.0075200636581540473 -0.0023258199234776002 -0.0055460257751686753 0.010543728825967696 0.005434171055013942 0.0063592282708193407 1.3930660503478712e-05 -0.00083809953649676544 0.00397276829466471 0.00022625925755783254 -0.0064934629270358563 0.00021774723689817882 0.010197377484974804 0.0028184983945360865 0.013380189471412451 -0.0003813052256223978
leaf_weight=637376 92580 5272 6122 21182 6049 3415 16062 59 112715 29828 7918 2856 1164 1074 123 15284 1144 295 1086 683 280875 13564 2371 6137 578 14993 767 1205 100 43536
leaf_count=637376 92580 5272 6122 21182 6049 3415 16062 59 112715 29828 7918 2856 1164 1074 123 15284 1144 295 1086 683 280875 13564 2371 6137 578 14993 767 1205 100 43536
internal_value=5.60184e-07 -6.44766e-05 0.000250536 0.000909539 0.00175638 0.00279342 -0.000137278 -0.000324995 -0.000235864 -0.000565613 0.000938557 -0.000692038 0.00646667 -0.000236405 0.00553909 -0.00134929 1.23647e-05 0.00111402 0.000935119 0.000597294 -4.66869e-05 -0.00120429 0.000311706 0.00127527 -0.000106321 0.000757205 0.00331688 0.00568848 -0.000638497 -0.000461389
internal_weight=1.32641e+06 689037 129348 36768 15586 9464 559689 248262 232200 119485 9264 110221 1346 65109 1287 45112 311427 15844 15549 14463 295583 14708 13780 8508 62253 18139 3146 1972 1174 44114
internal_count=1326413 689037 129348 36768 15586 9464 559689 248262 232200 119485 9264 110221 1346 65109 1287 45112 311427 15844 15549 14463 295583 14708 13780 8508 62253 18139 3146 1972 1174 44114
cat_boundaries=0 1 2 3 4 5
cat_threshold=6304 1 561 2482 1024
is_linear=0
shrinkage=0.05


Tree=437
num_leaves=31
num_cat=3
split_feature=65 23 67 13 32 36 136 12 67 123 116 82 79 111 116 59 56 134 121 116 98 86 106 39 14 136 43 136 82 29
split_gain=2.3309 8.56257 8.51516 7.70226 6.01711 9.78755 8.44629 7.64233 7.09665 8.52199 8.06662 7.97826 7.29321 8.60251 6.8118 7.43817 7.17957 10.0258 6.34397 6.33746 6.00066 7.53651 6.08156 5.91353 7.52068 9.8712 8.71222 6.11774 10.2319 9.1079
threshold=30.214999198913578 6.4049999713897714 15.805000305175783 1.4750000238418581 12.150000095367433 12.650000095367433 0 3.8149999380111699 25.814999580383304 -0.44618082046508784 0.23343648016452792 314.81344604492193 10.805000305175783 0.58922508358955394 -0.77159520983695973 254.00172424316409 304.47488403320318 1018.1499938964845 0.8140845298767091 0.41467745602130895 -0.80275776982307423 0.87861144542694103 -0.89355692267417897 11.650000095367433 1.9249999523162844 1 9.6500000953674334 2 278.03558349609381 1018.3500061035157
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 1 2 1 2 2
left_child=2 -2 -1 -4 5 14 7 8 -6 10 -10 18 -12 20 -3 -16 -17 -18 -11 -20 22 -22 -14 24 25 26 -5 28 -26 -30
right_child=1 4 3 23 6 -7 -8 -9 9 11 12 -13 13 -15 15 16 17 -19 19 -21 21 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-2.4833723461137566e-05 0.0016125007941246742 0.0058301639599708972 0.0027259619487174959 0.0070098778114381748 -0.00050402393155926542 0.0014615933539919063 -0.00020940166739006033 0.00028473767050575402 0.00084497898859418853 -0.001979898573127825 -0.00059108344472470027 0.0043047459798118822 -0.01144127069987751 -0.0038209724621996164 -0.0026085472996917915 0.00026357317856155288 -0.0011544076602919544 -0.012648492133288079 -0.0021792436257408766 -0.017415536319782592 -0.019974034584166328 -0.0028968259178358932 -0.0036486700614732637 0.0005594840758966239 -0.011717734586378304 0.00022329695897986684 -0.010748377200404837 -0.00024506931020307774 -0.0037029206525381513 0.0017595068561052094
leaf_weight=1112371 5830 441 3503 1036 3931 9410 23772 3802 504 4590 514 485 548 1079 3511 23853 8596 194 136 137 251 87 461 86958 276 2828 74 23953 2075 1207
leaf_count=1112371 5830 441 3503 1036 3931 9410 23772 3802 504 4590 514 485 548 1079 3511 23853 8596 194 136 137 251 87 461 86958 276 2828 74 23953 2075 1207
internal_value=5.33892e-07 -0.000242068 1.86427e-05 0.000415345 -0.000367351 2.33888e-05 -0.000813438 -0.00168123 -0.00227004 -0.00305964 -0.00499946 -0.00181044 -0.00600136 -0.00714765 -0.00034643 -0.000421771 -0.000186566 -0.00140809 -0.00242032 -0.0098253 -0.00981244 -0.0155784 -0.00788092 0.000346987 -0.000240579 0.00180309 0.00577398 -0.000533115 -0.00246467 -0.00169404
internal_weight=1.32641e+06 92132 1.23428e+06 121910 86302 46005 40297 16525 12723 8792 3444 5348 2940 2426 36595 36154 32643 8790 4863 273 1347 338 1009 118407 31449 3938 1110 27511 3558 3282
internal_count=1326413 92132 1234281 121910 86302 46005 40297 16525 12723 8792 3444 5348 2940 2426 36595 36154 32643 8790 4863 273 1347 338 1009 118407 31449 3938 1110 27511 3558 3282
cat_boundaries=0 1 2 3
cat_threshold=581 21 6401
is_linear=0
shrinkage=0.05


Tree=438
num_leaves=31
num_cat=1
split_feature=108 87 84 136 127 67 33 79 31 6 120 4 42 43 15 1 102 111 64 37 8 26 107 21 67 31 79 15 123 111
split_gain=2.39111 5.3691 5.87502 5.78023 5.34521 5.14118 5.09464 4.43955 4.29373 4.56212 4.20069 3.85736 5.41731 5.19931 4.37964 6.20646 8.12496 4.46764 4.26231 4.18106 3.69972 3.65296 3.54692 3.51964 3.5152 5.98992 4.32374 3.67978 4.00227 3.48036
threshold=-0.9354930818080901 0.71706181764602672 0.87605780363082897 0 -0.79332312941551197 1.6749999523162844 13.050000190734865 2.9550000429153447 1014.5499877929689 6.4500000476837167 1.0000000180025095e-35 6.6499998569488534 10.750000000000002 11.449999809265138 1.8049999475479128 130.50000000000003 0.066440720111131682 -0.88424837589263905 3.054999947547913 10.150000095367433 15.650000095367433 173.50000000000003 -0.88308706879615773 6.8650000095367441 1.7150000333786013 1013.4500122070314 4.2249999046325692 1.575000047683716 0.026175950653851036 0.51642107963562023
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 4 10 -1 6 8 -8 -5 -10 -3 13 14 21 15 16 22 -18 -16 -20 -17 23 -13 -7 25 -12 -26 28 -28 -6
right_child=-2 3 -4 5 29 11 7 -9 9 -11 24 12 -14 -15 18 20 17 -19 19 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.00051985754343866015 8.0438723848393529e-06 0.0039875621276751578 -0.010377903686475093 -0.016995173938373818 -0.0042063860474476061 0.011237496690421601 -0.010887183426664428 0.0053139972758348576 -0.014590955729520806 0.010074623335937137 -0.012144692989499113 0.0082014508136923903 0.0068897431065429353 -0.024058635616675022 0.0096502931710953522 -0.00013116933624554672 -0.028663195802697113 -0.011789896404006314 0.0046274709454850477 -0.0013440518939124802 -0.009476589589631039 0.00078525510327540028 -0.0065489987704342792 -0.0017539721575255197 0.0054883685664422919 0.0020703632134433476 -0.021613889088621364 0.00099860950433646269 -0.0029937339569663722 0.0033724447073069882
leaf_weight=1411 1309903 1175 213 136 1732 171 65 121 37 38 142 57 203 20 96 664 56 131 312 4846 126 1821 143 75 445 155 32 1627 294 166
leaf_count=1411 1309903 1175 213 136 1732 171 65 121 37 38 142 57 203 20 96 664 56 131 312 4846 126 1821 143 75 445 155 32 1627 294 166
internal_value=5.0711e-07 -0.000597459 -0.00232896 -0.000127922 -0.00181085 -0.000814905 -0.00638047 -0.000347706 -0.0116985 -0.00209373 0.00148892 -0.000562482 -0.00115228 0.00131233 -0.00140614 -0.00416294 -0.00935049 -0.0168429 -0.000788557 -0.000982843 -0.0016217 0.00155782 -0.00234512 0.00727668 0.000405054 -0.00472606 0.00104056 2.71047e-05 -0.00482148 -0.00354354
internal_weight=1.32641e+06 16510 3522 12988 3309 9118 397 186 211 75 3870 8721 6634 2087 6431 1177 387 187 5254 5158 790 2067 200 246 2695 297 2398 1953 326 1898
internal_count=1326413 16510 3522 12988 3309 9118 397 186 211 75 3870 8721 6634 2087 6431 1177 387 187 5254 5158 790 2067 200 246 2695 297 2398 1953 326 1898
cat_boundaries=0 1
cat_threshold=5221
is_linear=0
shrinkage=0.05


Tree=439
num_leaves=31
num_cat=0
split_feature=93 54 35 103 35 125 84 6 95 0 95 53 76 60 92 32 62 2 100 112 11 90 81 6 27 97 95 35 60 102
split_gain=2.21139 3.57004 4.97284 4.70812 4.55103 3.62282 3.63666 3.33286 7.20727 3.22905 3.87496 3.46098 3.31837 2.8271 2.82086 3.311 3.56043 3.55071 3.25504 3.06232 4.43097 3.14984 3.45047 3.82484 4.01018 3.03402 3.03129 2.89701 2.88078 3.01584
threshold=-0.9989415407180785 0.49500000476837164 13.050000190734865 0.5035097897052766 13.750000000000002 -0.55191597342491139 0.88464248180389415 7.9500000476837167 0.33707019686698919 327.50000000000006 -0.84454059600830067 4.4749999046325692 1.2450000047683718 0.49616274237632757 -0.031777575612068169 15.750000000000002 0.20285778492689135 348.50000000000006 0.18041255325078967 -0.86159634590148915 12.150000095367433 -0.95243489742279042 314.15855407714849 5.0499999523162851 323.50000000000006 -0.69723626971244801 -0.65440243482589711 14.050000190734865 0.17275185883045199 0.91565769910812389
decision_type=2 2 2 2 2 2 2 2 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 -4 -1 -7 8 -5 11 -11 12 -6 -14 28 16 -16 19 -17 27 21 -21 -23 24 -24 -20 -22 -18 -3 -30
right_child=-2 14 4 7 9 6 -8 -9 -10 10 -12 -13 13 -15 15 18 17 -19 25 20 26 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.021855708719654518 6.3010380674436467e-06 -0.018002791081865629 -0.012388899426823899 0.02549207934106772 0.020864269084164076 -0.00440733521151347 0.017287210080151758 0.033700659017389022 -0.0084933829278900069 0.028724699281156063 -0.0006270741027864543 -0.016414403870444873 -0.0020338629136532186 0.017346733347291039 0.014151179720118473 -0.0055566614702232744 0.0039395135758738776 0.012079020677134395 0.015626027568741218 -0.026339193415718484 -0.010582719426098709 -0.014391802360159271 0.024032945859999884 -0.010759529326760183 -0.0065138261976905856 -0.0046644754155918408 0.0079268266463821593 -0.014115382416238047 -0.00071284351410439285 0.013991870523563455
leaf_weight=22 1315723 24 67 39 21 99 24 24 26 23 22 29 181 21 22 67 95 25 58 34 37 187 21 66 22 27 55 29 9288 35
leaf_count=22 1315723 24 67 39 21 99 24 24 26 23 22 29 181 21 22 67 95 25 58 34 37 187 21 66 22 27 55 29 9288 35
internal_value=4.81755e-07 -0.000715754 0.00303791 0.00872466 -0.000617856 0.00316822 -0.000174253 0.0177773 0.0118979 0.00203756 0.0143749 -0.000165539 0.00194754 -1.90485e-05 -0.000938177 -0.00389912 -0.00558671 -0.00634719 0.00268469 -0.00719088 -0.00922068 -0.0119259 -0.0102703 -0.00319946 0.00840436 0.00918081 0.00048277 -0.000283002 -0.000702176 -0.00065764
internal_weight=1.32641e+06 10690 598 234 364 145 123 89 65 297 45 252 223 202 10092 745 593 571 152 546 422 330 296 109 43 85 92 124 9347 9323
internal_count=1326413 10690 598 234 364 145 123 89 65 297 45 252 223 202 10092 745 593 571 152 546 422 330 296 109 43 85 92 124 9347 9323
is_linear=0
shrinkage=0.05


Tree=440
num_leaves=31
num_cat=2
split_feature=37 56 32 28 19 34 111 21 136 98 31 85 7 79 94 66 39 58 30 31 83 136 22 103 100 92 52 32 3 89
split_gain=2.33925 6.45114 6.91581 7.42789 9.75752 8.48485 7.91616 8.00842 6.856 7.53408 6.74943 6.37144 6.60676 7.72657 6.57765 6.24054 6.23112 6.02874 7.39125 7.88927 13.6696 11.9638 8.8165 9.99719 11.2857 6.00547 6.39527 5.96565 7.19141 6.81888
threshold=12.34999990463257 294.37272644042974 10.050000190734865 1018.9500122070314 8.7100000381469744 14.150000095367433 0.95214948058128368 6.5450000762939462 0 -0.76082333922386158 1018.1499938964845 0.85336360335350048 1.0000000180025095e-35 15.925000190734865 0.93357688188552868 0.15500000119209292 7.2500000000000009 232.8984298706055 1021.3500061035157 1016.2500000000001 342.08094787597662 1 6.6449999809265146 0.27027456462383276 0.83063563704490673 0.21964003145694735 2.2050000429153447 9.6500000953674334 337.50000000000006 -0.95300650596618641
decision_type=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 2
left_child=1 8 16 4 10 6 -6 -8 9 -1 -4 -10 13 -13 -15 -14 -3 27 19 -19 21 22 23 -21 -25 26 -22 -17 -29 -30
right_child=-2 2 3 -5 5 -7 7 -9 11 -11 -12 12 15 14 -16 17 -18 18 -20 20 25 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0021810607980095767 4.6714606909449827e-05 -0.0099955092093964321 0.00068599175242004201 -0.0001032793400315712 -0.0020994969180345808 0.0095052087641210835 0.0010410712556033674 -0.010185024022620602 3.1780978828569377e-05 -0.00060387354171782467 -0.0042466112425226859 0.0105818355496451 -0.004393886856374948 0.0022097078583478637 -0.016182878882520731 -0.0026707050728716738 0.00034671686042166903 -0.00060259742126968544 0.00087284060196309704 0.00095516673288817628 0.017620800856995997 -0.0016288623437617597 -0.0019789360200101287 -0.011357346709780766 0.0010133230209632546 -0.00033794304700913253 -0.006580048417108077 8.8117302005682151e-05 -0.0043921391801483032 0.0045771052155296737
leaf_weight=7056 925899 147 5577 14031 14617 152 217 593 287028 3703 792 282 1086 487 54 1670 15731 16447 4623 276 158 7590 1089 1195 218 135 33 14281 244 1611
leaf_count=7056 925899 147 5577 14031 14617 152 217 593 287028 3703 792 282 1086 487 54 1670 15731 16447 4623 276 158 7590 1089 1195 218 135 33 14281 244 1611
internal_value=3.0202e-06 -9.78382e-05 -0.000618222 -0.00100181 -0.00157622 -0.0022503 -0.00236612 -0.00717754 -2.05745e-05 0.00122142 7.26111e-05 -6.00839e-05 -0.0005723 0.0038716 0.000373849 -0.0006445 0.000250968 -0.000562356 -0.000975204 -0.00128999 -0.00234717 -0.00266415 -0.0054672 -0.00774867 -0.00944878 0.00773412 0.0134395 0.000174119 0.000468545 0.00339732
internal_weight=1.32702e+06 401123 51857 35979 21948 15579 15427 810 349266 10759 6369 338507 51479 823 541 50656 15878 49570 31764 27141 10694 10368 2778 1689 1413 326 191 17806 16136 1855
internal_count=1327022 401123 51857 35979 21948 15579 15427 810 349266 10759 6369 338507 51479 823 541 50656 15878 49570 31764 27141 10694 10368 2778 1689 1413 326 191 17806 16136 1855
cat_boundaries=0 1 2
cat_threshold=34 784
is_linear=0
shrinkage=0.05


Tree=441
num_leaves=31
num_cat=2
split_feature=121 76 21 136 12 10 79 36 30 99 1 110 23 61 71 97 80 43 21 136 67 90 89 20 28 88 32 80 69 114
split_gain=2.19745 7.54359 6.36738 6.90761 4.94843 4.92627 5.5632 5.18273 5.21431 5.61495 4.99596 4.65234 4.50194 5.44845 4.22415 4.20178 4.82168 4.06954 3.76051 5.60063 3.71324 3.6781 3.67365 3.63069 3.57012 5.83624 4.08698 5.77669 3.81491 3.54924
threshold=-0.95368063449859608 3.1149998903274541 4.5050001144409189 0 1.0950000286102297 6.9500000476837167 6.2850000858306894 13.650000095367433 1014.9500122070314 -0.92895209789276112 269.50000000000006 -0.39864183962345118 4.9149999618530282 0.32831872999668127 244.59126281738284 -0.89480969309806813 265.31878662109381 10.150000095367433 7.305000066757203 1 1.5149999856948855 0.041131025180220611 -0.99646836519241322 4.4149999618530282 1018.1499938964845 -0.41967460513114924 17.349999427795414 261.52549743652349 245.7658386230469 -0.95878320932388295
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 20 5 4 -4 6 21 12 9 15 -11 18 -7 -14 -13 29 -17 -6 19 -5 -1 22 -3 -22 26 -26 -16 28 -28 -9
right_child=-2 2 3 11 17 7 -8 8 -10 10 -12 14 13 -15 24 16 -18 -19 -20 -21 23 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=7.0209955439075409e-05 -1.7893781766978663e-05 -0.0010675699788738381 -0.0063392456844386536 0.001072596945893262 0.0033052701358749536 0.01375552663386896 -0.003403779148039493 0.00040612529324818519 -0.0063738176648130392 0.018652333507369109 0.00088374829863676349 -0.0013134647859177223 -0.014678059530277282 0.0084703807144948882 0.001035422139879235 0.031731922463292171 -0.0014057551513162805 -0.0042928175603604334 0.00070439868233925017 0.0088866031735991818 0.0096204553341522128 -0.0041609430797398088 0.011504246882605415 -0.0010774394611594953 -0.00027360579847685506 -0.0073541297731169438 0.023362551229074598 -0.0026266988424928583 0.0036639043119708623 -0.010497243826587996
leaf_weight=81172 1201872 66 149 470 3717 145 110 378 243 85 74 3847 39 73 16452 21 23 185 1077 460 80 50 486 9206 4533 311 30 1439 136 93
leaf_count=81172 1201872 66 149 470 3717 145 110 378 243 85 74 3847 39 73 16452 21 23 185 1077 460 80 50 486 9206 4533 311 30 1439 136 93
internal_value=2.86857e-06 0.000202259 0.000829093 0.000666676 0.00259714 0.00365424 0.00693559 0.00166419 -9.45281e-05 0.00216937 0.0103827 0.000393673 0.00793947 0.000409763 0.000219599 -0.000366389 0.01441 0.00294503 0.00271559 0.00504468 -3.81413e-05 0.00882485 0.0100011 -0.000985276 0.000477129 -0.000728198 0.000800471 -0.00160788 0.0072239 -0.00174677
internal_weight=1.32702e+06 125150 34692 32806 4051 1886 712 1174 917 674 159 28755 257 112 26748 515 44 3902 2007 930 90458 602 552 9286 22901 4844 18057 1605 166 471
internal_count=1327022 125150 34692 32806 4051 1886 712 1174 917 674 159 28755 257 112 26748 515 44 3902 2007 930 90458 602 552 9286 22901 4844 18057 1605 166 471
cat_boundaries=0 1 2
cat_threshold=258 3232
is_linear=0
shrinkage=0.05


Tree=442
num_leaves=31
num_cat=2
split_feature=37 57 29 4 35 33 136 26 7 127 94 85 59 111 11 104 37 29 57 136 61 84 15 62 65 79 76 69 55 0
split_gain=2.10217 5.74111 8.87007 7.92957 6.63394 5.68691 5.76789 5.76149 5.63422 5.42575 5.81086 5.38811 5.82501 5.3567 12.5078 10.0021 9.25835 10.8471 11.5832 10.6131 8.28263 7.63925 7.11291 6.62308 5.37173 5.78449 5.98188 5.72904 6.82816 5.44437
threshold=12.34999990463257 306.13597106933599 1011.0499877929689 4.7500000000000009 6.0499999523162851 11.750000000000002 0 259.50000000000006 14.750000000000002 0.8038262426853181 0.6981416940689088 0.78295961022377025 198.9914245605469 0.17280842363834384 9.8499999046325701 -0.90054771304130543 10.949999809265138 1017.1499938964845 249.54417419433597 1 0.48353101313114172 0.70340776443481456 1.2450000047683718 0.83865797519683849 1.9049999713897707 4.8849999904632577 7.3949999809265146 291.45544433593756 6.6649999618530282 143.50000000000003
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=1 13 9 11 -5 -6 7 -7 -9 -3 -11 -4 -13 14 16 24 17 22 21 20 -18 -19 -1 -21 27 26 -26 -15 -29 -27
right_child=-2 2 3 4 5 6 -8 8 -10 10 -12 12 -14 15 -16 -17 19 18 -20 23 -22 -23 -24 -25 25 29 -28 28 -30 -31
leaf_value=-0.0055008653578242925 4.4150049438269616e-05 -0.0019991209912904174 -0.0040953228531650128 -0.00611748037682271 0.0007744879549282359 0.01734682728225986 0.00041329429791684709 -0.0041444260287348276 0.01395825007526913 -0.0033644369156309128 -0.011719724426075119 -0.0074822763958256808 -0.00048807699090426315 0.0018238266795446885 0.00076666086929259858 -6.2390546974445003e-05 0.0024655490243174721 -0.0023056251233550934 0.0003886586076704727 -0.0031046718876889599 -0.0011785983883240171 0.0075295124435375838 -0.00074036869459188578 0.00049198169441433154 -0.001283651430736136 -0.00034953974533364837 0.0028742236529744909 0.006159597398650702 0.0340162747418103 0.0015043866632867909
leaf_weight=952 925899 1909 2054 421 12324 33 2141 1858 44 509 352 321 4099 3905 13045 296809 1961 243 5070 10535 7611 1053 4464 1457 5757 5342 1018 505 23 15308
leaf_count=952 925899 1909 2054 421 12324 33 2141 1858 44 509 352 321 4099 3905 13045 296809 1961 243 5070 10535 7611 1053 4464 1457 5757 5342 1018 505 23 15308
internal_value=2.7289e-06 -9.28822e-05 -0.000810428 -0.000492365 7.99353e-05 0.000239027 -0.00137997 -0.00334896 -0.00372565 -0.00348526 -0.0067803 -0.00197934 -0.000996027 -4.30157e-05 -0.000545972 2.79761e-05 -0.00105948 6.76438e-05 0.00146698 -0.0016753 -0.000431577 0.00568542 -0.00157715 -0.00266546 0.000869888 0.000608856 -0.000658896 0.00248478 0.00737305 0.00102479
internal_weight=1.32702e+06 401123 26065 23295 16821 16400 4076 1935 1902 2770 861 6474 4420 375058 46391 328667 33346 11782 6366 21564 9572 1296 5416 11992 31858 27425 6775 4433 528 20650
internal_count=1327022 401123 26065 23295 16821 16400 4076 1935 1902 2770 861 6474 4420 375058 46391 328667 33346 11782 6366 21564 9572 1296 5416 11992 31858 27425 6775 4433 528 20650
cat_boundaries=0 1 2
cat_threshold=4865 4933
is_linear=0
shrinkage=0.05


Tree=443
num_leaves=31
num_cat=1
split_feature=121 76 21 136 39 5 61 67 58 15 95 7 75 83 6 6 20 64 111 88 89 29 38 33 75 16 54 54 98 23
split_gain=1.95111 6.79641 5.7502 6.49054 8.12826 6.96803 4.6392 5.0262 5.69662 5.29416 4.91145 4.62344 4.46781 4.18296 5.82037 5.53706 5.05573 4.87853 5.16034 5.55986 4.18155 4.11993 4.67877 4.03062 3.94788 5.91495 3.81182 3.82007 3.75029 5.39622
threshold=-0.95368063449859608 3.1149998903274541 4.5050001144409189 0 19.150000572204593 3.1499999761581425 0.60312914848327648 4.0150001049041757 169.92717742919925 1.3350000381469729 -0.77050670981407154 9.1500000953674334 0.50430423021316539 268.05729675292974 6.2500000000000009 8.5500001907348651 4.2049999237060556 0.15500000119209292 -0.24389959126710889 -0.94479238986968983 -0.99772280454635609 1018.5499877929689 15.550000190734865 19.550000190734867 0.62603431940078746 12.50999975204468 0.69499999284744274 1.1050000190734866 -0.99039793014526356 4.9949998855590829
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 -1 13 21 5 12 7 8 -7 24 -8 26 -5 14 16 28 -3 18 -16 -20 -18 22 -4 -6 -9 -26 -10 -28 29 -15
right_child=-2 2 3 4 23 6 10 9 11 -11 -12 -13 -14 15 17 -17 20 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-3.7709163105894053e-05 -1.6971433330828265e-05 0.015287798079169499 0.0010999142925937858 -0.0037206051951713028 -0.0097275604035745606 -0.011024835591928827 -0.0037462305460330965 0.0039924634099006654 -0.012679058673751097 0.0048161645612138327 0.0022296945690007497 0.016828083769217426 0.00091753544537940233 -0.011321265306817652 -0.010688321315683424 0.0087515710399217791 -0.010982965611453567 -0.0013047322771899167 -0.0021217993627033137 0.023093440131945669 0.007270340592746981 -0.0015984783179963239 -0.00060690953664757706 0.0023719928054542275 0.013264396805631913 0.042705416888929905 0.020996649420032137 0.0014210282537285021 0.0016795791591798393 0.0041263204312959123
leaf_weight=90458 1201872 208 9405 571 237 90 387 50 46 2182 3082 51 5725 165 24 177 35 362 32 69 303 3167 7006 97 59 24 26 601 425 86
leaf_count=90458 1201872 208 9405 571 237 90 387 50 46 2182 3082 51 5725 165 24 177 35 362 32 69 303 3167 7006 97 59 24 26 601 425 86
internal_value=2.59261e-06 0.000190475 0.000785456 0.000631111 0.00148617 0.00168678 0.0028222 0.0042182 0.000838712 0.00540649 0.00156302 0.00231346 0.000496891 0.0034702 0.00560996 0.000878903 0.00915453 0.00163597 0.0101522 0.0151045 0.00538021 5.25988e-05 0.000371256 -0.00621362 0.0150914 0.0217775 0.00121354 0.00223278 -0.00118243 -0.00602847
internal_weight=1.32702e+06 125150 34692 32806 13228 12894 6598 3129 814 2315 3469 724 6296 1886 1033 853 546 487 125 101 338 19578 16411 334 133 83 673 627 676 251
internal_count=1327022 125150 34692 32806 13228 12894 6598 3129 814 2315 3469 724 6296 1886 1033 853 546 487 125 101 338 19578 16411 334 133 83 673 627 676 251
cat_boundaries=0 1
cat_threshold=6368
is_linear=0
shrinkage=0.05


Tree=444
num_leaves=31
num_cat=0
split_feature=39 12 105 125 9 39 122 17 95 2 65 107 83 104 5 70 66 68 5 120 76 92 20 21 97 32 60 75 123 103
split_gain=1.94066 5.51101 4.5532 3.85728 4.06342 3.69423 3.73138 2.94138 2.82058 2.73993 2.66263 2.499 4.11693 2.35328 2.1601 1.93329 2.67766 1.83847 2.56107 1.81727 5.17114 4.00034 4.00779 2.94852 3.18784 3.35547 3.29364 3.61448 4.18087 3.5172
threshold=7.2500000000000009 3.7749999761581425 -0.42257039248943323 0.89490029215812694 17.050000190734867 6.6499998569488534 -0.13052122294902799 6.4600000381469735 0.94641205668449413 329.50000000000006 4.2550001144409189 -0.53997936844825734 323.58923339843756 -0.5048260986804961 7.3500001430511483 304.60861206054693 5.9949998855590829 287.19119262695318 6.7500000000000009 -0.9914070963859557 10.154999732971193 -0.18975391983985898 4.8650000095367441 5.1349999904632577 -0.52181795239448536 12.550000190734865 0.33885458111763006 0.84190690517425548 -0.91702514886856068 0.54324987530708324
decision_type=2 2 2 2 2 2 2 2 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 9 5 10 7 -7 13 17 -5 12 -11 -4 -9 -16 -17 -1 -19 20 -2 22 -22 -24 26 -26 27 28 -25 -30
right_child=19 -3 8 4 -6 6 -8 14 -10 11 -12 -13 -14 -15 15 16 -18 18 -20 -21 21 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.011584499725352297 0.00014085935789417389 -0.02718357054347342 -0.0028093427402200179 -0.0090387873089639477 -0.028313065125890404 -0.013080982192020333 -0.01691850783602734 -0.0089099389627914551 -0.0015471931415774727 0.0083059029277557355 -0.029435753434275586 0.014454099068380133 -0.015759138735356153 0.016876800960236728 -0.0031109519768506289 0.025190305940082505 0.0042333562006907806 -0.0047125252089280567 0.011133152602569146 -8.3407334289302795e-06 0.017040445316204075 0.00098638531830408708 -0.0059065696801990277 0.00055206562664049375 0.0076397774890065197 -0.015946286636723303 0.0033284929453459831 -0.0050456631876942193 0.010904091651974042 0.025920564759069061
leaf_weight=55 51185 22 20 48 23 28 35 22 69 52 24 49 27 63 25 27 35 102 34 1270591 59 3242 75 60 25 38 774 36 119 58
leaf_count=55 51185 22 20 48 23 28 35 22 69 52 24 49 27 63 25 27 35 102 34 1270591 59 3242 75 60 25 38 774 36 119 58
internal_value=2.46298e-06 -0.00252342 -0.0017883 -0.0037885 -0.00822256 -0.00632878 -0.00234827 0.00137406 0.005923 -7.72314e-05 -0.0158378 0.00558329 8.11419e-05 0.0121332 0.00508728 0.0086268 0.0133598 -0.00387067 -0.000751106 3.91041e-06 0.000283521 0.00191128 0.00432166 0.0036884 0.00433671 -0.00658674 0.004994 0.00971597 0.0119582 0.0158247
internal_weight=1.32702e+06 760 738 586 267 244 172 137 152 319 72 128 79 83 109 87 62 191 136 1.32626e+06 55671 4486 1244 1185 1110 63 1047 273 237 177
internal_count=1327022 760 738 586 267 244 172 137 152 319 72 128 79 83 109 87 62 191 136 1326262 55671 4486 1244 1185 1110 63 1047 273 237 177
is_linear=0
shrinkage=0.05


Tree=445
num_leaves=31
num_cat=0
split_feature=128 7 33 134 111 59 34 38 73 23 22 85 34 33 14 53 74 39 78 133 27 15 19 62 102 37 75 85 78 54
split_gain=2.24306 4.86525 5.83914 3.76283 3.56923 5.51951 5.22508 3.75759 6.34436 4.06958 4.39366 5.73275 5.39388 4.95849 3.62245 3.48902 4.22766 3.62846 6.21133 9.1256 4.11036 3.58631 3.43049 3.67308 3.42935 3.35664 3.23803 3.20667 3.20166 3.19105
threshold=333.50000000000006 9.4499998092651385 15.550000190734865 1017.9500122070314 0.58438700437545787 316.89154052734381 14.34999990463257 11.34999990463257 0.69255420565605175 4.7449998855590829 5.1649999618530282 0.84919407963752758 12.550000190734865 14.250000000000002 1.1150000095367434 2.5749999284744267 0.75469452142715465 11.449999809265138 31.005000114440922 1017.1499938964845 332.50000000000006 6.0750000476837167 8.7100000381469744 0.3969555944204331 0.3156473189592362 15.84999990463257 0.53157564997673046 0.81348466873168956 16.275000572204593 1.5349999666213991
decision_type=2 2 2 2 2 2 2 2 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 15 -4 5 6 22 8 -6 -9 11 -11 -13 -14 -8 17 -17 18 24 -20 26 -18 -2 -24 -3 -25 -19 -12 -7 -16
right_child=1 2 3 -5 7 28 14 9 -10 10 27 12 13 -15 29 16 21 20 19 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=1.1367205879109388e-05 -0.0047570096088390135 0.0032700404746546633 -0.0045199792552739386 -0.030005970969796181 -0.0088974335567912517 -0.0019916096129096472 0.0087785196572076531 -0.0082060760536574236 0.0033937356181675568 0.00055871241994940777 0.0058636209262187371 0.039739068216559564 0.004712688686761439 0.027817519520010266 -0.01329084381563362 -0.0061536359682373499 0.0002347478016563234 -0.0055148542377785569 -0.0047647089317294517 0.012763289305484364 0.017313227769837045 -0.018266609108454925 0.010623915131225832 0.0015625471119410904 -0.020206464785151187 0.018153277469513517 0.0053150400514823566 0.0019730554391692401 -0.025613247970613887 -0.0027953520421391247
leaf_weight=1317526 183 21 30 28 181 26 60 76 250 87 714 22 69 35 82 473 876 88 213 114 57 27 127 1842 60 31 320 2051 32 620
leaf_count=1317526 183 21 30 28 181 26 60 76 250 87 714 22 69 35 82 473 876 88 213 114 57 27 127 1842 60 31 320 2051 32 620
internal_value=1.66798e-05 0.000812523 -0.00115961 -0.0168236 0.00151377 0.000250418 0.000551243 0.0026024 -0.00176799 0.00321917 0.00351075 0.0104303 0.0172464 0.0124884 -0.00301346 -0.000755649 -0.00232429 0.00171681 -0.00172447 0.00134597 0.00473626 -0.000318449 0.00179554 0.0023951 -0.01412 0.00183714 0.00297918 0.00297771 -0.0150242 -0.00402132
internal_weight=1.32632e+06 8795 2307 58 6488 3003 2945 3485 431 3054 2978 213 126 104 762 2249 1376 873 408 327 465 903 2183 2000 81 1873 408 2765 58 702
internal_count=1326321 8795 2307 58 6488 3003 2945 3485 431 3054 2978 213 126 104 762 2249 1376 873 408 327 465 903 2183 2000 81 1873 408 2765 58 702
is_linear=0
shrinkage=0.05


Tree=446
num_leaves=31
num_cat=3
split_feature=1 3 136 92 60 92 127 101 8 136 52 64 29 3 65 8 29 92 124 116 136 28 38 92 83 31 78 32 84 32
split_gain=2.09856 5.97178 11.3097 10.8252 8.81978 6.76136 7.72631 6.15079 6.02298 6.97612 7.65038 5.84385 5.7365 5.49332 11.8148 9.97834 7.76169 6.46429 5.8209 5.63747 5.47557 5.79262 10.3046 11.7372 11.6979 9.69843 11.8538 10.1291 8.57828 8.32684
threshold=277.50000000000006 269.50000000000006 0 -0.10608715936541556 0.75207722187042247 -0.95116284489631642 0.78257837891578685 0.73584425449371349 2.4500000476837163 1 1.1250000000000002 5.0150001049041757 1021.1499938964845 280.50000000000006 1.735000014305115 3.0499999523162846 1019.0499877929689 0.48966500163078314 -0.49240480363368982 0.8140845298767091 2 1015.5499877929689 16.349999427795414 0.071183770895004286 296.66433715820318 1017.0499877929689 23.914999961853031 13.34999990463257 0.88601389527320873 11.949999809265138
decision_type=2 2 1 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 2 2
left_child=13 2 3 4 5 11 8 -6 -7 10 -10 12 -2 -1 -15 17 -17 19 -18 -16 21 -3 23 25 -24 27 -27 28 -23 -28
right_child=1 20 -4 -5 7 6 -8 -9 9 -11 -12 -13 -14 14 15 16 18 -19 -20 -21 -22 22 24 -25 -26 26 29 -29 -30 -31
leaf_value=4.5413894292451914e-06 0.0029938643271318799 -0.0011870278301938115 3.1774709301827781e-05 0.00058549956443388598 -0.0028022357260395537 0.00065839905420758812 -2.9663854689540462e-05 0.018915382070768188 0.025455251933239838 0.0080180257050594984 0.0011668003310084498 -0.0020205954938646189 0.025198429158578318 -2.2938876469249028e-05 0.00014806579025819543 0.0019644262560839353 0.0025443596522750941 -0.0024853990957650752 -1.2699013955443732e-05 0.0051898933196663048 -6.2091675974074756e-05 0.0041960689931529946 0.00046169880481875111 0.0002603158040169471 0.010304981509502147 -0.0024074763231760358 -0.0054552897063012314 -0.0031215780110911331 -0.0017404163187871185 -0.018566859147008966
leaf_weight=500974 956 23205 104320 18412 793 501 706 34 34 2159 698 832 30 81073 15500 22923 2757 2338 11547 575 500766 1619 786 24050 490 5178 325 1572 975 193
leaf_count=500974 956 23205 104320 18412 793 501 706 34 34 2159 698 832 30 81073 15500 22923 2757 2338 11547 575 500766 1619 786 24050 490 5178 325 1572 975 193
internal_value=1.58458e-05 -4.46766e-05 0.00026131 0.00121272 0.00292716 0.00360326 0.00472912 -0.00190937 0.00571959 0.00659668 0.00226402 0.00106543 0.00366946 8.12035e-05 0.000362126 0.000923204 0.00139411 -2.88739e-05 0.000480157 0.000328411 -0.000115529 -0.000573685 -0.000169374 -0.000335347 0.00424164 -0.00178796 -0.00312891 4.54655e-05 0.00196474 -0.0103405
internal_weight=1.32632e+06 688634 129475 25155 6743 5916 4098 827 3392 2891 732 1818 986 637687 136713 55640 37227 18413 14304 16075 559159 58393 35188 33912 1276 9862 5696 4166 2594 518
internal_count=1326321 688634 129475 25155 6743 5916 4098 827 3392 2891 732 1818 986 637687 136713 55640 37227 18413 14304 16075 559159 58393 35188 33912 1276 9862 5696 4166 2594 518
cat_boundaries=0 1 2 3
cat_threshold=1794 2 512
is_linear=0
shrinkage=0.05


Tree=447
num_leaves=31
num_cat=0
split_feature=128 7 33 134 103 8 111 59 34 38 73 23 21 85 23 66 13 99 114 67 19 62 74 90 91 133 52 27 100 39
split_gain=2.02737 4.39089 5.26982 3.39595 3.271 4.4957 3.22123 4.98136 4.71564 3.39123 5.72578 3.67279 4.60166 4.31049 3.51833 5.23823 3.31432 3.36053 3.20486 3.11076 3.09601 3.31496 3.12644 3.04474 3.03084 8.19795 5.50265 3.88966 3.83583 4.80431
threshold=333.50000000000006 9.4499998092651385 15.550000190734865 1017.9500122070314 0.7968006730079652 9.5500001907348651 0.58438700437545787 316.89154052734381 14.34999990463257 11.34999990463257 0.69255420565605175 4.7449998855590829 5.2249999046325692 0.85221996903419506 5.2049999237060556 1.235000014305115 1.1150000095367434 -0.9931989014148711 -0.67556449770927418 114.67000198364259 8.7100000381469744 0.3969555944204331 0.77279746532440197 -0.72417777776718129 -0.42142063379287714 1016.9500122070314 3.7749999761581425 278.50000000000006 0.55047956109046947 15.449999809265138
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 6 4 -4 19 -6 7 8 20 10 -8 -11 13 18 15 -15 -10 -18 -13 -3 -2 22 -22 -9 27 -26 -27 -14 -29 -30
right_child=1 2 3 -5 5 -7 9 23 16 11 -12 12 24 14 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=1.000581533069476e-05 -0.0045193862084339405 -0.0011002789170718862 -0.0042942071302483481 -0.02850589949105467 -0.0061093841760700186 0.0097607061568209356 -0.008452788925985678 0.00038123952055519277 0.0097156981110800913 -0.0077959993143418907 0.0032238216897472745 0.01075497320692601 0.0095052808575613115 0.0064930394515395166 0.008637205123280485 0.035962407007862469 -0.014753413736258473 -0.0026588009895998628 -0.0058667350201646734 -0.017321025401664279 0.0031252993611802522 0.0017450560275688695 0.018925897364637682 -0.023228775658127337 -0.0032865382944787624 0.027639784979132505 -0.00084332753904163842 0.00042049698270180233 0.0062542455200969016 -0.0032795743850029765
leaf_weight=1317526 183 2003 30 28 63 153 181 22 49 76 250 58 242 25 84 38 63 650 58 30 71 1873 56 36 438 39 30 915 896 155
leaf_count=1317526 183 2003 30 28 63 153 181 22 49 76 250 58 242 25 84 38 63 650 58 30 71 1873 56 36 438 39 30 915 896 155
internal_value=1.50565e-05 0.00077167 -0.00110186 -0.0159826 -0.000718094 0.00513193 0.00143786 0.00023767 0.000523454 0.00247205 -0.00167981 0.00305799 0.00333499 0.00964996 0.0153362 0.0242682 -0.00286301 -0.00372747 0.00244412 -0.00133964 0.00170554 0.00227512 0.0100925 -0.0142733 0.00272326 -0.000763022 0.0152558 0.00352378 0.0027875 0.00484821
internal_weight=1.32632e+06 8795 2307 58 2249 216 6488 3003 2945 3485 431 3054 2978 263 147 63 762 713 116 2033 2183 2000 127 58 2715 507 69 2208 1966 1051
internal_count=1326321 8795 2307 58 2249 216 6488 3003 2945 3485 431 3054 2978 263 147 63 762 713 116 2033 2183 2000 127 58 2715 507 69 2208 1966 1051
is_linear=0
shrinkage=0.05


Tree=448
num_leaves=31
num_cat=3
split_feature=12 14 79 12 136 93 54 31 85 68 78 136 28 0 136 10 65 71 31 61 38 102 101 110 52 52 111 108 37 65
split_gain=1.91286 10.8925 13.6141 9.7501 8.75893 12.1036 6.55014 9.89164 9.53095 11.8504 9.70149 8.48037 11.9012 9.50299 11.3631 12.254 10.2888 9.3672 8.97378 8.0853 6.88057 8.45565 6.79195 6.74757 6.58249 6.53286 9.25166 7.17719 7.19194 9.92178
threshold=1.0950000286102297 1.1250000000000002 0.81499999761581432 1.4049999713897707 0 -0.16932969540357587 2.7250000238418584 1018.7500000000001 0.87426239252090465 261.28742980957037 3.4250000715255742 1 1017.2500000000001 267.50000000000006 2 1.0000000180025095e-35 5.7750000953674325 249.47364044189456 1020.1499938964845 0.49086032807827001 9.6500000953674334 0.24968913942575457 -0.35104317963123316 0.40916635096073156 1.6250000000000002 2.935000061988831 0.57451865077018749 -0.21678607910871503 11.84999990463257 2.4850000143051152
decision_type=2 2 2 2 1 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
left_child=4 2 -2 -4 5 25 8 -8 9 20 -10 12 -11 14 16 -16 22 -14 -19 -15 21 24 -13 -18 -6 27 -27 -1 -29 -30
right_child=1 -3 3 -5 6 -7 7 -9 10 11 -12 13 17 19 15 -17 23 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0073952766399720746 -3.4374932674481639e-05 8.0012454271308533e-06 0.0012114382004068714 0.0040660537939778687 0.029627134915321471 -4.315215880512304e-05 -0.00022100306522675401 -0.0024308472415204563 0.00046074769178269977 0.010934925065886536 -0.0026667439731694253 -0.0069673876674182112 0.01941690463631858 0.00072925733151380737 -0.013334592345462954 0.001525399964913274 -0.01737064543295827 -0.0059870371652746314 0.0056259197651994447 -0.0027242133528286288 1.5576847802042502e-05 -0.00024438206819040641 0.0073665517033289444 0.004693752561237604 0.0034092415748044657 0.0046060542122384352 -0.0031002402597656992 -0.0042484522072724837 -0.0021248671366007593 0.004962833201569909
leaf_weight=840 25190 1043434 19978 3518 62 12240 22772 6512 4195 538 6064 87 64 6457 141 8628 77 359 310 2298 152226 117 1650 63 39 733 831 3175 3137 586
leaf_count=840 25190 1043434 19978 3518 62 12240 22772 6512 4195 538 6064 87 64 6457 141 8628 77 359 310 2298 152226 117 1650 63 39 733 831 3175 3137 586
internal_value=1.43037e-05 4.21102e-05 0.00077313 0.00163885 -0.000115363 -0.00107584 -1.80162e-05 -0.000712415 9.28746e-05 0.000180626 -0.00138788 0.00130402 0.00524618 0.00104252 0.00204657 0.001285 0.005568 0.00114239 -0.000605846 -0.000177205 2.82888e-05 0.00890482 0.00664862 -0.00744167 0.0195034 -0.00243587 0.000511469 -0.00303158 -0.00250019 -0.00100926
internal_weight=1.32632e+06 1.09212e+06 48686 23496 234201 21542 212659 29284 183375 173116 10259 20672 1271 19401 10646 8769 1877 733 669 8755 152444 218 1737 140 101 9302 1564 7738 6898 3723
internal_count=1326321 1092120 48686 23496 234201 21542 212659 29284 183375 173116 10259 20672 1271 19401 10646 8769 1877 733 669 8755 152444 218 1737 140 101 9302 1564 7738 6898 3723
cat_boundaries=0 1 2 3
cat_threshold=144 1026 513
is_linear=0
shrinkage=0.05


Tree=449
num_leaves=31
num_cat=2
split_feature=12 71 136 36 18 25 37 8 122 107 82 23 56 71 34 39 42 114 96 63 52 30 74 0 136 36 99 52 72 38
split_gain=1.91592 7.78479 12.0657 10.1546 9.17111 9.35209 9.12841 8.20254 7.24154 7.10786 6.8524 6.71029 6.55546 6.7048 6.30187 13.1751 9.4254 7.07963 6.81413 8.34082 6.87111 7.39468 7.63558 6.14525 6.00433 9.34779 6.91326 6.24513 6.18856 7.86482
threshold=2.3149999380111699 294.41575622558599 0 10.84999990463257 6.9049999713897714 308.50000000000006 18.349999427795414 18.849999427795414 -0.67556449770927418 -0.78557437658309925 310.21368408203131 5.6050000190734872 287.43351745605474 279.85388183593756 12.550000190734865 11.949999809265138 11.150000095367433 -0.53727915883064259 -0.65601995587348927 0.34087382256984716 29.865000724792484 1021.1499938964845 0.93363440036773693 325.50000000000006 1 11.949999809265138 -0.67925986647605885 0.38499999046325689 0.93814134597778331 16.550000190734867
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 1 2 2 2 2 2
left_child=-1 12 3 4 -3 23 -5 8 9 -7 -8 -4 13 -2 15 16 -13 -18 19 -17 21 -21 -23 -6 25 -16 -27 -26 -29 -30
right_child=1 2 11 6 5 7 10 -9 -10 -11 -12 14 -14 -15 24 18 17 -19 -20 20 -22 22 -24 -25 27 26 -28 28 29 -31
leaf_value=-2.4584111123308181e-05 -3.0048599405115343e-05 0.006614844268011494 0.0032129000580742592 9.935284451964987e-05 0.00052724978660523118 -0.0020279830285338625 -0.0043129797321583693 0.0055703172148029922 -0.0043951110387008144 -0.014763024429439742 -0.023850084070402844 0.00029187034069918843 -0.00065048232715537101 0.00085809608981587948 -0.012215350412692408 -0.0024058133788835432 -0.0051706623896149856 0.024702231951660533 0.0045216134693645401 0.0038880490688978082 0.00094637506964859565 0.0006812326597337554 -0.018985853917604569 -0.004519584360718934 0.0046493433935112403 -0.00030118313381195219 -0.0057241259893671447 0.00050323495665975768 -0.0036406333751115454 -0.027963849245325519
leaf_weight=945015 206695 264 2799 31249 1833 149 145 146 1077 414 65 24642 37637 23685 183 1131 28 68 2539 6063 7259 1527 51 899 902 6722 644 22187 265 38
leaf_count=945015 206695 264 2799 31249 1833 149 145 146 1077 414 65 24642 37637 23685 183 1131 28 68 2539 6063 7259 1527 51 899 902 6722 644 22187 265 38
internal_value=1.35885e-05 0.000108194 0.000455685 -0.000296699 -0.00244347 -0.00297277 2.95318e-05 -0.0057863 -0.00679731 -0.0113926 -0.0103602 0.000809517 -3.86882e-05 6.12601e-05 0.000719025 0.00110838 0.000352787 0.0159893 0.00211494 0.00173376 0.00204798 0.00309452 4.56044e-05 -0.00113348 0.00017405 -0.00105124 -0.000775304 0.000569677 0.000406309 -0.00669107
internal_weight=1.32632e+06 381306 113289 36241 4782 4518 31459 1786 1640 563 210 77048 268017 230380 74249 43308 24738 96 18570 16031 14900 7641 1578 2732 30941 7549 7366 23392 22490 303
internal_count=1326321 381306 113289 36241 4782 4518 31459 1786 1640 563 210 77048 268017 230380 74249 43308 24738 96 18570 16031 14900 7641 1578 2732 30941 7549 7366 23392 22490 303
cat_boundaries=0 1 2
cat_threshold=4420 512
is_linear=0
shrinkage=0.05


Tree=450
num_leaves=31
num_cat=1
split_feature=37 12 104 92 87 5 94 89 34 54 0 98 12 81 38 14 79 12 52 64 59 69 130 72 19 136 12 95 29 98
split_gain=2.25968 6.03666 4.31258 3.77978 4.03077 4.01899 3.48975 3.21618 3.05919 2.83543 2.72388 3.49728 2.29351 10.0843 9.52449 8.7011 9.79253 11.4697 6.89088 8.56406 6.74921 6.94363 7.24685 6.78495 8.33899 6.20967 6.34699 5.91328 6.4019 5.67173
threshold=7.2500000000000009 3.7749999761581425 -0.49446228146553034 0.43462222814559942 0.88746380805969249 13.250000000000002 0.72834354639053356 -0.98485875129699696 10.050000190734865 1.8849999904632571 344.50000000000006 -0.94843903183937062 1.0850000381469729 307.76213073730474 16.250000000000004 1.1250000000000002 1.0049999952316286 1.4750000238418581 1.0249999761581423 1.0349999666213991 295.19110107421881 297.93395996093756 317.50000000000006 0.71465742588043224 9.5450000762939471 0 0.78499999642372142 -0.43582107126712794 1021.0499877929689 -0.88295930624008168
decision_type=2 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 5 6 9 -5 -4 -9 10 11 -1 13 20 25 16 -14 -18 19 -16 21 23 -23 -2 -25 26 -15 -28 -29 -21
right_child=12 -3 7 4 -6 -7 -8 8 -10 -11 -12 -13 15 14 18 -17 17 -19 -20 29 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.010686027928299847 1.8230053814241139e-05 -0.02860604744743217 0.022826964319683615 -0.0093811812476419371 0.006255772903009698 0.018996803538175303 -0.027446099268033722 0.0039453770365831765 -0.01579435608265075 0.0095439486669707373 -0.013827230380477638 -0.0057511219010087308 2.0137947335324349e-05 0.032547635827213532 -0.003737621261875575 1.9996660605130676e-06 0.0010375302761479171 0.0046865929236570604 0.0006085359079247136 0.022731615709648892 -0.0021629227820346808 0.0021644691982844661 0.031640688578287765 -0.0027529469061128888 -0.00022730572737277092 -0.0023208228075762617 -0.0017105091646623227 0.029066811086466682 -0.00038919633021578193 0.0029456934512213425
leaf_weight=42 194951 22 20 85 27 22 39 182 22 38 66 141 27645 20 80 1045195 22007 2387 1487 110 3757 2957 21 5013 9390 10082 176 39 35 54
leaf_count=42 194951 22 20 85 27 22 39 182 22 38 66 141 27645 20 80 1045195 22007 2387 1487 110 3757 2957 21 5013 9390 10082 176 39 35 54
internal_value=1.9174e-06 -0.00282606 -0.00199688 -0.00476736 -0.0112509 -0.001599 -0.0150629 0.00369251 0.00181658 -0.00317778 -0.00511925 -0.00197866 3.42377e-06 -0.000140809 -0.00154651 3.34173e-05 0.000664435 0.0013946 0.00188644 0.00967433 -6.22071e-05 -2.5037e-05 0.00237233 -5.91389e-05 -0.00110636 -0.00212054 0.0052496 0.00327574 0.0151349 0.0162167
internal_weight=1.32611e+06 706 684 460 151 309 124 224 204 287 249 183 1.32541e+06 228172 12083 1.09723e+06 52039 24394 1731 244 216089 212332 2978 209354 14403 10352 270 250 74 164
internal_count=1326112 706 684 460 151 309 124 224 204 287 249 183 1325406 228172 12083 1097234 52039 24394 1731 244 216089 212332 2978 209354 14403 10352 270 250 74 164
cat_boundaries=0 1
cat_threshold=4
is_linear=0
shrinkage=0.05


Tree=451
num_leaves=31
num_cat=1
split_feature=37 12 112 26 28 85 1 93 102 78 81 100 56 75 86 31 54 12 81 38 14 80 12 52 64 59 70 72 136 124
split_gain=2.03936 5.44809 3.80462 3.36441 2.79661 4.11974 4.08381 3.1696 3.15549 3.174 3.66799 3.15471 2.54418 2.32496 3.22929 2.31883 2.2809 2.07002 9.10236 8.59635 7.85274 8.74004 10.2546 6.21902 7.72906 6.09116 6.39268 7.3226 7.6358 7.16633
threshold=7.2500000000000009 3.7749999761581425 -0.38266885280609125 337.50000000000006 1015.0499877929689 0.89881160855293285 344.50000000000006 0.56827634572982799 0.45228014886379247 36.73500061035157 325.52783203125006 0.42887653410434728 320.67280578613287 0.73522675037384044 0.85459133982658397 1014.3500061035157 1.1649999618530276 1.0850000381469729 307.76213073730474 16.250000000000004 1.1250000000000002 199.28938293457034 1.4750000238418581 1.0249999761581423 1.0349999666213991 295.19110107421881 293.24388122558599 0.51072674989700328 0 0.9170251488685609
decision_type=2 2 2 2 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 4 5 7 8 15 11 10 13 -6 -9 14 -10 16 -1 18 25 -20 21 -19 -23 24 -21 26 27 -2 29 -29
right_child=17 -3 -4 -5 6 -7 -8 12 9 -11 -12 -13 -14 -15 -16 -17 -18 20 19 23 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0067097089253365999 8.3095857379408291e-05 -0.027175745164806194 0.013478217919136021 0.017385927867144348 0.0011475017353553664 0.011692390344493713 -0.0099246947615635392 -0.022227541272613137 0.00063661312204644539 0.0081152954722865153 -0.020290753691259659 0.018998495479010877 -0.0018708881828933953 0.012847375124692917 -0.021119555717577107 -0.014759747600421692 -0.011179502168670297 1.7219829023763452e-05 -0.0020146275595009531 -0.0035507401588256472 1.8996828712748387e-06 0.00099007947440499103 0.004519315722784782 0.00057810909671332533 0.015405901816457783 -0.0020547766396733585 0.0016408421241845249 -0.0090704975188176228 -0.00057022449658534352 0.0042859295059516148
leaf_weight=49 163902 22 38 20 55 24 96 66 66 59 33 45 20 23 23 39 28 27420 10352 80 1045195 22352 2267 1487 164 3757 5615 480 42208 127
leaf_count=49 163902 22 38 20 55 24 96 66 66 59 33 45 20 23 23 39 28 27420 10352 80 1045195 22352 2267 1487 164 3757 5615 480 42208 127
internal_value=1.82066e-06 -0.00268475 -0.00189703 -0.00280146 -0.00344642 -0.00789247 -0.000934405 -0.0102194 0.00190463 -0.00166194 -0.00564027 0.00918045 -0.0174934 -0.0013236 -0.00498577 -0.00482656 0.000204541 3.25171e-06 -0.000133774 -0.00146928 3.17464e-05 0.000631213 0.00131506 0.00179212 0.00919061 -5.90967e-05 -2.37852e-05 -6.9001e-05 -0.00065125 -0.00617427
internal_weight=1.32611e+06 706 684 646 626 226 400 202 304 204 145 100 86 112 89 116 77 1.32541e+06 228172 12083 1.09723e+06 52039 24619 1731 244 216089 212332 206717 42815 607
internal_count=1326112 706 684 646 626 226 400 202 304 204 145 100 86 112 89 116 77 1325406 228172 12083 1097234 52039 24619 1731 244 216089 212332 206717 42815 607
cat_boundaries=0 1
cat_threshold=16
is_linear=0
shrinkage=0.05


Tree=452
num_leaves=31
num_cat=1
split_feature=61 103 54 35 75 136 39 127 90 30 78 69 22 64 31 13 92 34 29 81 60 125 100 62 19 113 100 95 39 65
split_gain=2.02771 4.60526 4.32732 6.61629 7.4464 6.16486 6.22677 5.55764 6.7518 8.62381 7.49112 6.47511 5.18465 4.96781 4.64384 6.69252 4.25314 4.17125 4.08846 4.08553 3.9448 5.57796 4.74587 4.37146 3.93618 3.81685 3.74799 6.33183 7.16469 4.1278
threshold=0.8320213556289674 0.63060617446899425 27.394999504089359 16.750000000000004 0.92045772075653087 0 10.150000095367433 -0.3172925859689712 -0.79060450196266163 1015.8500061035157 11.835000038146974 299.24972534179693 8.3249998092651385 34.120000839233406 1010.9500122070314 3.6049998998641972 0.82755184173583995 13.750000000000002 1016.7500000000001 327.25708007812506 0.80273506045341503 -0.50751903653144825 -0.22963050752878186 0.84980180859565746 14.039999961853029 -0.74892720580101002 0.82051679491996776 -0.77050670981407154 16.650000572204593 8.2349996566772479
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=2 26 -1 5 7 6 -4 14 9 10 11 -9 -8 -11 15 -5 19 -3 -15 -7 21 22 -14 25 -12 -23 29 28 -28 -2
right_child=1 17 3 4 -6 16 12 8 -10 13 24 -13 20 18 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.0980898002615012e-05 -0.00089550350120763493 0.00079758972102526241 0.00098226414766046529 -0.032612510332837706 -0.025723308207733293 -4.2250383584214092e-05 -0.0005689922527592695 -0.0075621360422582773 0.00048155520586486746 0.00026143728878719918 -0.0076954792980179392 -0.019090671546398364 -0.004449383653768302 -0.028038813049594564 0.0063729054171388607 0.0055482441214499655 0.0019082258754948428 0.0035881716206637459 -0.0057667223426202934 -0.0022601695013759588 -0.00093103516006213236 -0.0052215716118409325 0.00084292813846804254 -7.7403581013955024e-05 0.0033243636956228392 -0.01330659688453362 0.0014353754889705906 0.0024305425081439565 0.040487807577786347 0.0002856547472467606
leaf_weight=1199141 9102 5714 2755 20 35 47140 5980 276 780 660 187 218 711 27 263 27 2672 1749 87 2172 2332 2079 1048 394 143 157 23 714 24 39482
leaf_count=1199141 9102 5714 2755 20 35 47140 5980 276 780 660 187 218 711 27 263 27 2672 1749 87 2172 2332 2079 1048 394 143 157 23 714 24 39482
internal_value=1.72941e-06 0.000293984 -1.13505e-05 -0.000393012 -0.00280935 -0.000295448 -0.0011718 -0.00251099 -0.00333187 -0.00519324 -0.00875314 -0.0126496 -0.00163996 -0.00140336 0.00378589 -0.0106904 -3.46577e-05 0.00145158 -0.0110417 -0.000139941 -0.00259285 -0.00347583 -0.00129626 -0.00493357 -0.00292021 -0.00578926 0.000118907 0.00360069 0.021377 6.43699e-05
internal_weight=1.32611e+06 56808 1.2693e+06 70163 2723 67440 15456 2688 2378 1598 824 494 12701 774 310 47 51984 7463 114 49312 6721 4389 1759 2630 330 2236 49345 761 47 48584
internal_count=1326112 56808 1269304 70163 2723 67440 15456 2688 2378 1598 824 494 12701 774 310 47 51984 7463 114 49312 6721 4389 1759 2630 330 2236 49345 761 47 48584
cat_boundaries=0 1
cat_threshold=2692
is_linear=0
shrinkage=0.05


Tree=453
num_leaves=31
num_cat=0
split_feature=88 64 66 58 95 38 60 35 101 107 116 61 97 63 123 122 71 36 23 37 74 39 84 94 63 116 86 53 89 59
split_gain=1.88556 4.28842 3.0885 4.11336 3.36156 3.22779 3.483 3.17068 2.98072 3.08208 4.15943 4.29926 3.98107 3.8925 4.76983 3.34859 5.53571 5.15903 4.73286 3.95224 5.51262 4.18122 3.93203 3.88287 4.16245 3.67847 3.55028 3.4648 3.17737 3.11863
threshold=0.93781355023384105 27.884999275207523 12.265000343322756 203.43621063232425 -0.88136649131774891 10.150000095367433 0.44028778374195104 15.34999990463257 -0.8525281250476836 -0.92741024494171131 0.41467745602130895 0.36096183955669409 -0.99913400411605824 0.23802369832992556 -0.72534674406051625 -0.13052122294902799 302.80577087402349 10.84999990463257 6.8650000095367441 14.050000190734865 0.35803624987602239 10.750000000000002 0.79047670960426342 -0.63593032956123341 0.25144599378108984 0.36648726463317877 0.8898945450782777 4.9349999427795419 0.43079625070095068 204.98581695556643
decision_type=2 2 2 2 2 2 2 2 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 -5 -2 8 -6 -7 10 13 -12 -11 14 -10 18 25 -18 19 21 -21 -14 -20 24 -22 -17 -25 -23 -15 -24
right_child=1 -3 3 4 7 6 -8 -9 9 12 11 -13 15 28 -16 16 17 -19 22 20 23 27 29 26 -26 -27 -28 -29 -30 -31
leaf_value=4.218446653195379e-06 0.0076687182986758433 0.011499153186995834 -0.018731797657008949 -0.022238971686668017 -0.0036839643183971282 -0.0081199718924554101 -0.013900502800348808 0.017240559030324221 0.020240812414154718 -0.021201223872888548 0.023345427149648056 -0.0025152301788330077 -0.015373161017443194 -0.0027859812805232816 -0.00778390910815109 -0.0024774442015735951 0.02472622554217066 -0.0013065471966507767 9.2193030514845658e-05 0.013347382383653895 -0.021290287883444267 0.0043107885737228846 0.0031431512907147408 -0.0211228755550294 0.003171531402461051 -0.014308225183704504 -0.0017992968807983047 -0.01358889062921035 0.014803796584185744 0.027535813039560854
leaf_weight=1323642 101 63 56 22 191 142 55 20 49 26 45 25 33 309 22 111 21 203 51 32 22 399 20 79 83 161 34 29 28 38
leaf_count=1323642 101 63 56 22 191 142 55 20 49 26 45 25 33 309 22 111 21 203 51 32 22 399 20 79 83 161 34 29 28 38
internal_value=1.64294e-06 -0.00137854 -0.0017156 -0.00656424 -0.00363984 -0.001054 -0.00149079 -0.0017006 -0.00114291 -0.000598546 0.00284907 0.0141095 -0.00182653 0.000917137 0.0115571 -0.00144375 -0.00468669 0.00113403 0.000517832 -0.000969485 -0.00603167 0.00177573 0.0102195 -0.0088763 -0.0019538 -0.00948022 -0.0153087 0.00309796 -0.00132452 0.0191246
internal_weight=1.32611e+06 2470 2407 289 233 2118 2017 211 1962 1820 478 70 1342 408 71 1316 496 224 820 711 250 461 109 218 105 272 113 428 337 58
internal_count=1326112 2470 2407 289 233 2118 2017 211 1962 1820 478 70 1342 408 71 1316 496 224 820 711 250 461 109 218 105 272 113 428 337 58
is_linear=0
shrinkage=0.05


Tree=454
num_leaves=31
num_cat=0
split_feature=37 12 104 92 5 87 94 33 8 28 54 0 98 124 92 5 83 93 31 75 92 34 39 31 38 54 71 31 96 82
split_gain=1.84319 4.9173 3.63067 3.2705 3.56909 3.52401 3.05314 2.67086 2.75514 3.95465 2.53824 2.38464 3.0379 2.09953 1.97617 1.87271 4.61139 4.86037 5.33749 2.92053 2.89625 2.58836 2.45124 4.35787 4.25179 4.8765 2.49289 2.19781 2.13208 2.18357
threshold=7.2500000000000009 3.7749999761581425 -0.49446228146553034 0.43462222814559942 13.250000000000002 0.88746380805969249 0.72834354639053356 7.5499999523162851 18.150000572204593 1013.1499938964845 1.8849999904632571 344.50000000000006 -0.94843903183937062 0.94828754663467418 0.47097146511077886 15.750000000000002 307.16853332519537 -0.19026383757591245 1013.9500122070314 0.44695048034191137 -0.1681781858205795 11.750000000000002 8.3499999046325701 1016.4500122070314 8.8499999046325701 0.57499998807907116 298.53262329101568 1016.1499938964845 -0.56279441714286793 329.43247985839849
decision_type=2 2 2 2 2 2 2 2 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 10 6 -5 -4 9 -9 11 12 -1 -14 -11 -2 -17 18 21 -19 -21 -18 23 -22 25 -24 -27 -28 29 -26
right_child=15 -3 7 5 -6 -7 -8 8 -10 14 -12 -13 13 -15 -16 16 17 19 -20 20 22 -23 24 -25 28 26 27 -29 -30 -31
leaf_value=0.010018459370448478 -1.4828688139949163e-07 -0.025819925049489198 0.014781404863155044 -0.0086270553607712772 0.018009807041380554 0.0059920682054426938 -0.025524176800480261 -0.018751237001912349 0.013400849979370834 0.016180270202457905 0.0091497858650798573 -0.012871416119124854 -0.0080645031993213691 0.0081701054412405948 -0.00106600838349847 3.6606057054355755e-05 -0.010164952576160432 0.013447841488135357 0.022824668675772292 0.013541542556063803 0.015878120855846004 0.013967603702330961 -0.028086059210965266 -0.0050877253560779184 0.0019070250245110014 0.009933468729257584 -0.018914220564895209 0.0029542018030770125 0.0072101634430616875 -0.0069440946869782352
leaf_weight=42 1321880 22 42 85 22 27 39 29 35 20 38 66 117 24 98 2552 25 60 67 51 68 20 26 39 321 25 27 20 136 89
leaf_count=42 1321880 22 42 85 22 27 39 29 35 20 38 66 117 24 98 2552 25 60 67 51 68 20 26 39 321 25 27 20 136 89
internal_value=1.56079e-06 -0.00255254 -0.00180417 -0.0043462 -0.00139901 -0.0103772 -0.0139415 0.00341607 0.000793299 -0.0022085 -0.0028868 -0.0047237 -0.00178519 -0.00530117 0.00185709 2.92127e-06 0.00115368 0.00408057 0.0138793 0.00280742 0.00201137 0.000560628 0.00122837 0.00823636 6.39939e-05 -0.00952552 -0.0028231 -0.00960851 0.00178519 -1.43156e-05
internal_weight=1.32611e+06 706 684 460 309 151 124 224 182 147 287 249 183 141 118 1.32541e+06 3526 974 112 862 802 45 751 107 644 98 72 47 546 410
internal_count=1326112 706 684 460 309 151 124 224 182 147 287 249 183 141 118 1325406 3526 974 112 862 802 45 751 107 644 98 72 47 546 410
is_linear=0
shrinkage=0.05


Tree=455
num_leaves=31
num_cat=3
split_feature=107 104 23 136 103 85 133 61 93 31 94 136 13 69 56 96 23 52 130 61 20 6 34 85 117 120 123 4 136 39
split_gain=2.86072 7.93988 7.50945 10.0842 7.87181 8.48545 8.82349 9.30489 7.27356 6.57111 8.65806 9.36664 8.99946 9.98995 8.40015 6.92799 6.72028 6.48191 7.75646 6.44901 6.32576 5.47995 5.76097 5.46952 5.1092 5.70078 5.27114 5.03923 7.37677 6.6834
threshold=-0.91863787174224842 -0.90054771304130543 7.1250000000000009 0 0.1219785585999489 0.86333993077278148 1013.6499938964845 0.62473171949386608 0.78827333450317394 1014.7500000000001 -0.54469642043113697 1 1.6549999713897707 258.14669799804693 197.81071472167972 -0.97016403079032887 5.1749999523162851 2.1250000000000004 242.50000000000003 0.5163349211215974 4.2049999237060556 3.7500000000000004 14.34999990463257 0.77498862147331249 0.88697704672813427 -0.96359375119209278 -0.97625884413719166 1.0000000180025095e-35 2 12.449999809265138
decision_type=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 1 2
left_child=20 2 3 8 17 6 9 -8 -2 14 11 12 13 -11 -6 -13 23 -5 -19 -15 24 22 -17 -16 25 -1 -27 28 29 -4
right_child=1 -3 27 4 5 -7 7 -9 -10 10 -12 15 -14 19 16 21 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.004558294852452318 0.00038110654819945564 -4.672231956387334e-06 0.0021026724769408114 -0.0019817605544768125 -0.0036230645931998005 -0.00036780157548310324 0.016037042803331538 0.0032120497617547194 -0.0053987232510290268 -0.001477985418153903 0.002589876992723355 -0.00010744748054230428 -0.0016680233539272176 0.015157657231834223 0.02252883213158283 0.013021605834210496 0.0018216210040138332 0.0021032930819170881 -0.0073726004992070819 0.031630158714122246 -0.00020038785366565119 0.0022645813674898817 -0.0076534471726296726 0.0044171556723398174 0.024319452405549016 -0.0043617414203940994 0.002095417765426709 0.00021068822257480822 5.5126290295966295e-05 -0.0082514978176541146
leaf_weight=1210 15602 1039702 203 1898 716 1924 270 297 564 78 3744 527 98 340 72 377 2697 3791 229 72 208069 296 37 99 26 482 918 39723 1407 671
leaf_count=1210 15602 1039702 203 1898 716 1924 270 297 564 78 3744 527 98 340 72 377 2697 3791 229 72 208069 296 37 99 26 482 918 39723 1407 671
internal_value=-5.86571e-07 3.13309e-05 0.000525607 0.00108124 0.00191024 0.002666 0.00326652 0.00931919 0.000179349 0.00289157 0.00396631 0.00679007 0.0119602 0.01493 0.00122159 0.00420181 0.00243106 0.000426475 0.0015635 0.0180363 -0.000169552 0.00745955 0.0111738 0.0120431 0.00226444 0.00204474 -0.00012769 7.94536e-05 -0.00220596 -0.00578044
internal_weight=1.32614e+06 1.11543e+06 75732 33728 17562 11644 9720 567 16166 9153 5569 1825 588 490 3584 1237 2868 5918 4020 412 210705 710 414 171 2636 2610 1400 42004 2281 874
internal_count=1326139 1115434 75732 33728 17562 11644 9720 567 16166 9153 5569 1825 588 490 3584 1237 2868 5918 4020 412 210705 710 414 171 2636 2610 1400 42004 2281 874
cat_boundaries=0 1 2 3
cat_threshold=6242 1281 768
is_linear=0
shrinkage=0.05


Tree=456
num_leaves=31
num_cat=5
split_feature=73 136 118 56 136 15 28 15 38 12 8 113 56 60 93 116 65 67 36 76 83 20 55 37 136 136 93 136 55 122
split_gain=2.22911 8.28371 7.38834 8.56795 11.0573 10.9873 10.2762 8.85542 11.1946 9.11391 6.97665 6.05203 5.94951 13.389 11.4478 10.5205 10.0777 9.98121 9.83754 9.48212 8.74348 8.96541 9.29794 8.88752 10.5999 8.55796 8.15897 8.00748 7.24987 7.24955
threshold=0.84144818782806408 0 0.44618082046508795 287.09207153320318 1 2.5949999094009404 1007.7500000000001 2.1450001001358037 13.449999809265138 3.054999947547913 7.1499998569488534 -0.63605400919914235 279.03861999511724 0.31982228159904486 0.082355163991451277 0.04361772537231446 20.134999275207523 14.965000152587892 14.34999990463257 1.3149999976158144 292.32136535644537 5.5150001049041757 6.6649999618530282 10.150000095367433 2 3 0.25518628954887396 4 0.47499999403953558 0.14780378341674807
decision_type=2 1 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 1 2 2
left_child=12 -2 -3 4 6 -5 -4 8 10 -9 -6 -12 17 26 -15 -16 18 -1 28 -20 23 -22 -23 27 -25 -21 -14 -19 -17 -18
right_child=1 2 3 5 7 -7 -8 9 -10 -11 11 -13 13 14 15 16 29 20 19 25 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.4051470581380895e-05 -0.0010319413449526075 0.00070341930457545714 -0.011569891830489117 0.0013933187054938703 0.00080934932123580673 -0.00012777802310182118 0.0019989602331295648 -0.0022870871902687172 -0.0013943999910561407 0.00073190811992320708 0.0038869753417874217 0.014297344542487904 -0.00073386360187047953 0.00080811240198155041 -0.0023119130008566764 0.0018012238588212992 -0.00065549910197105295 -0.0073389433532659162 -0.0037691670937955585 -0.0020035989505523474 0.0069893133753458755 0.0002934271735007812 0.002276523620157519 -0.0016419688968471514 0.00060012474195392555 0.001330154462350119 -0.0028746693517424284 0.0048102556173262832 -0.00045387032283794446 -0.0026787049053941265
leaf_weight=948925 13051 60870 144 17526 3161 36799 4501 14049 5306 3041 1010 162 11580 26195 6429 3810 26670 142 1063 2093 694 12598 11135 8167 14827 23022 7229 1426 55205 5309
leaf_count=948925 13051 60870 144 17526 3161 36799 4501 14049 5306 3041 1010 162 11580 26195 6429 3810 26670 142 1063 2093 694 12598 11135 8167 14827 23022 7229 1426 55205 5309
internal_value=-5.57221e-07 0.000174687 0.00028218 -1.69829e-05 -0.000674846 0.000362949 0.00157492 -0.001066 0.000145418 -0.00174989 0.00203101 0.00532595 -2.45367e-05 -0.000299248 -0.000141362 -0.000342586 -0.000234533 2.18778e-05 4.9566e-05 0.000856289 0.000717834 0.00138766 0.00122385 5.16928e-05 -0.000196674 0.00105206 -0.00155666 0.00369388 -0.000308282 -0.000991382
internal_weight=1.32614e+06 159620 146569 85699 31374 54325 4645 26729 9639 17090 4333 1172 1.16652e+06 168605 149796 123601 117172 997914 85193 26178 48989 24427 23733 24562 22994 25115 18809 1568 59015 31979
internal_count=1326139 159620 146569 85699 31374 54325 4645 26729 9639 17090 4333 1172 1166519 168605 149796 123601 117172 997914 85193 26178 48989 24427 23733 24562 22994 25115 18809 1568 59015 31979
cat_boundaries=0 1 2 3 4 5
cat_threshold=64 4116 2178 676 64
is_linear=0
shrinkage=0.05


Tree=457
num_leaves=31
num_cat=4
split_feature=107 104 23 136 96 67 88 83 20 40 124 136 82 35 85 22 96 23 102 136 8 136 40 110 95 20 35 57 129 28
split_gain=2.6353 6.56881 7.60367 8.25502 7.50819 6.98327 5.95119 6.406 5.6852 5.57082 5.5358 5.74839 7.41973 5.61805 5.51626 6.49918 5.21302 5.07254 5.06055 9.369 6.37231 6.2403 9.61766 8.0514 8.90762 13.6039 9.76416 7.96167 7.10024 9.18636
threshold=-0.90956071019172657 -0.90054771304130543 7.1050000190734872 0 -0.95775863528251637 0.87500000000000011 -0.26464137434959406 203.71943664550784 4.3250000476837167 9.9499998092651385 -0.30069434642791742 1 304.64593505859381 16.349999427795414 0.86385357379913341 7.5450000762939462 -0.63197883963584889 4.3350000381469735 0.50870007276535045 2 3.9500000476837163 3 12.550000190734865 0.31110838055610662 -0.48842075467109675 5.4349999427795419 17.849999427795414 233.17728424072268 263.50000000000006 1013.4500122070314
decision_type=2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2
left_child=8 2 3 5 9 17 14 -8 10 -5 16 12 13 -12 15 -6 -1 -2 21 20 -20 22 23 24 25 -10 28 -24 29 -27
right_child=1 -3 -4 4 6 -7 7 -9 18 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0022910852579895368 0.003354195443222087 -3.133420926097635e-07 3.5362727245803777e-05 0.00035314349423699881 0.0045253251003012484 0.00076613345338412842 0.014373958865670781 -0.00044317135069559048 0.011400036026527076 0.009334510656357823 0.0047324708798645873 -0.0041549274332310935 0.027643979467393366 -0.00097639102380018888 -4.826756708676717e-05 0.00079400717039408101 0.009359581065188461 -0.0027924993966627395 -0.001492063059153623 -0.0017168547386929762 0.0010151124789413084 -0.00023876102625673321 0.021046448247507218 -0.00061517014634789491 0.00044199438290764431 0.0073019865645135478 -0.0057429286928618976 0.0033972345748199359 -0.0061165089941147823 0.0018244563746979891
leaf_weight=1019 386 1032958 38466 7030 5722 10270 76 1815 421 177 1859 250 32 561 1093 1466 106 2573 3747 14063 7831 158267 100 12412 18473 1007 373 177 218 3191
leaf_count=1019 386 1032958 38466 7030 5722 10270 76 1815 421 177 1859 250 32 561 1093 1466 106 2573 3747 14063 7831 158267 100 12412 18473 1007 373 177 218 3191
internal_value=-5.31349e-07 3.12536e-05 0.000503317 0.00109141 0.00180735 0.000149393 0.00268317 0.000152335 -0.000156832 0.000573721 0.00175378 0.00298084 0.0037102 0.00340905 0.0032611 0.00376432 -0.00119333 -0.00199067 -0.000190026 -0.000850307 0.000203537 -0.000103043 0.000487446 0.000416354 0.000956965 0.00278289 0.00202536 0.00976879 0.00268151 0.00313839
internal_weight=1.32614e+06 1.10203e+06 69074 30608 17379 13229 10172 1891 224107 7207 3827 2702 2452 2420 8281 7188 1125 2959 220280 25641 11578 194639 36372 36095 23683 5210 4789 277 4416 4198
internal_count=1326139 1102032 69074 30608 17379 13229 10172 1891 224107 7207 3827 2702 2452 2420 8281 7188 1125 2959 220280 25641 11578 194639 36372 36095 23683 5210 4789 277 4416 4198
cat_boundaries=0 1 2 3 4
cat_threshold=6240 2209 3476 1794
is_linear=0
shrinkage=0.05


Tree=458
num_leaves=31
num_cat=2
split_feature=107 104 23 136 38 1 93 102 55 136 52 64 0 20 120 105 31 87 126 62 37 4 72 13 32 87 107 43 30 28
split_gain=2.39301 6.43781 6.19757 9.12268 10.7723 7.58381 6.85019 6.40589 6.38159 7.33419 7.03588 6.02713 6.01043 5.20695 5.19371 7.50109 5.08103 6.63424 6.01329 5.15725 4.96476 8.06554 6.42814 5.87501 7.57974 4.8466 6.25262 5.90924 4.8136 4.80527
threshold=-0.91863787174224842 -0.90054771304130543 6.805000066757203 0 10.650000095367433 258.50000000000006 0.91021069884300243 0.31935673952102667 2.9150000810623173 1 6.9749999046325692 4.6349999904632577 129.50000000000003 4.2049999237060556 0.1650413200259209 -0.92180797457694996 1014.4500122070314 0.76332384347915661 -0.96359375119209278 0.61415210366249096 16.250000000000004 0.94999998807907116 0.72656437754631054 2.0749999284744267 15.550000190734865 0.65088096261024486 -0.78755688667297352 17.750000000000004 1002.0499877929689 1015.5499877929689
decision_type=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 2 2 2
left_child=13 2 3 4 -2 7 25 -6 9 11 16 14 -12 -1 -4 -16 18 19 -10 -18 22 -22 -13 24 -24 -5 27 -27 -14 -7
right_child=1 -3 8 6 5 29 -8 -9 10 -11 12 20 28 -15 15 -17 17 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0020532412255396286 0.011666682135737426 -3.7343363076812005e-06 0.0050821661760795242 -0.0019142377972761922 0.0017441040227967346 -0.0013760772650105552 -0.0048799412079670798 0.0055519746891298898 -0.0077791847325199672 0.00040135806650607489 -0.00076403376602948779 -0.0063812130784927524 -0.0069089587932593182 -0.00018302048772702423 0.023279006403183269 0.003110356236100887 -0.003684634371652889 0.00092922485598824142 -0.0018605598168754921 0.0012689652480982398 -0.017286566265725663 0.011046734982831173 0.0072676123163493717 -0.0018691505854358205 -0.014766531019648983 0.00025994034422775612 0.0025124345547200616 0.020546683834658731 0.00084823763289197825 0.0022286834770778564
leaf_weight=2636 305 1039702 609 1696 2414 1853 581 2036 482 5093 9307 257 202 208069 107 81 1875 4107 3914 730 28 244 552 449 42 12435 4391 36 20061 1845
leaf_count=2636 305 1039702 609 1696 2414 1853 581 2036 482 5093 9307 257 202 208069 107 81 1875 4107 3914 730 28 244 552 449 42 12435 4391 36 20061 1845
internal_value=-5.07086e-07 2.86849e-05 0.000473758 0.00107121 0.0024382 0.00209575 0.000465943 0.00348631 0.000131322 0.00147543 -0.000115241 0.00376693 0.000287792 -0.000155044 0.00732476 0.0145893 -0.00118814 -0.000322708 -0.00250951 -0.00229649 0.00198708 0.00813007 0.000701775 0.00244706 0.00570964 0.000633559 0.00088982 0.000318502 0.000770907 0.000422404
internal_weight=1.32614e+06 1.11543e+06 75732 27592 8453 8148 19139 4450 48140 7462 40678 2369 29570 210705 797 188 11108 6712 4396 2605 1572 272 1300 1043 594 18558 16862 12471 20263 3698
internal_count=1326139 1115434 75732 27592 8453 8148 19139 4450 48140 7462 40678 2369 29570 210705 797 188 11108 6712 4396 2605 1572 272 1300 1043 594 18558 16862 12471 20263 3698
cat_boundaries=0 1 2
cat_threshold=1809 1798
is_linear=0
shrinkage=0.05


Tree=459
num_leaves=31
num_cat=3
split_feature=107 104 23 136 96 71 60 55 85 82 15 31 56 126 136 40 20 35 123 122 75 35 73 31 136 35 71 29 65 16
split_gain=2.17405 5.1819 6.38453 6.23077 7.52052 6.63938 5.65466 5.74526 7.08207 5.52328 4.94172 5.05079 7.02382 4.93525 6.32497 9.91483 8.1423 11.278 8.06306 6.42678 6.19619 6.42213 6.16687 6.80711 8.01396 8.0228 7.65457 7.8789 7.403 7.336
threshold=-0.90590065717697132 -0.90054771304130543 7.0850000381469735 0 -0.95879122614860524 196.49769592285159 0.2189312353730202 0.59499999880790722 0.86103135347366344 276.28074645996099 0.63499999046325695 1013.3500061035157 204.6040954589844 0.85260769724845897 1 12.84999990463257 5.4349999427795419 13.150000095367433 -0.60873827338218678 -0.70088258385658253 0.37232205271720892 16.44999980926514 0.84270173311233532 1010.3500061035157 2 8.8499999046325701 302.35542297363287 1012.3500061035157 2.5849999189376835 13.344999790191652
decision_type=2 2 2 1 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
left_child=13 2 3 5 -5 -2 -6 8 9 -8 -11 -12 -13 14 15 16 17 19 20 -1 -19 -22 23 -16 26 -26 -25 -28 -29 -27
right_child=1 -3 -4 4 6 -7 7 -9 -10 10 11 12 -14 -15 22 -17 -18 18 -20 -21 21 -23 -24 24 25 29 27 28 -30 -31
leaf_value=0.012190871836062064 -0.0026023776529842178 1.1865718265612793e-06 2.2853609804240652e-05 0.00040361119877528086 -0.0067635391056776063 0.00066670638145327281 0.0016083571156878355 0.0024160252708653801 -0.0083330656218171956 -0.011263972419934969 0.0027564837397598052 0.02886941035894651 0.011533655942008465 -0.00071098603189260188 -0.001462797247044658 0.0097362612669433784 0.00042196165237610365 0.037872333884719882 0.004675482027763472 -0.006683983767288737 0.009175917065702378 0.032692228930277956 0.00039681655588972155 7.8898327917278498e-05 0.0016469081975166952 -0.0019829027575656642 0.0042151319624656874 0.0022328863446326817 -0.0043904109804136738 2.3208150739563032e-05
leaf_weight=57 1775 1030079 37294 6300 156 12427 226 7734 71 24 116 71 330 32528 11795 300 23613 31 318 216 150 36 39292 94258 2499 14428 402 510 2442 6661
leaf_count=57 1775 1030079 37294 6300 156 12427 226 7734 71 24 116 71 330 32528 11795 300 23613 31 318 216 150 36 39292 94258 2499 14428 402 510 2442 6661
internal_value=-4.8158e-07 2.88079e-05 0.000456505 0.00100979 0.001719 0.000257947 0.00267043 0.00284212 0.00677457 0.00817306 0.0109154 0.011945 0.0146031 -0.000140411 -4.62035e-05 0.000701547 0.000590847 0.00552635 0.00974608 -0.00274308 0.0171767 0.0137275 -0.000153528 -0.000316133 -0.000204542 -0.00103141 -4.62324e-06 -0.00235186 -0.00324614 -0.00134927
internal_weight=1.32614e+06 1.0966e+06 66524 29230 15028 14202 8728 8572 838 767 541 517 401 229536 197008 24721 24421 808 535 273 217 186 172287 132995 121200 23588 97612 3354 2952 21089
internal_count=1326139 1096603 66524 29230 15028 14202 8728 8572 838 767 541 517 401 229536 197008 24721 24421 808 535 273 217 186 172287 132995 121200 23588 97612 3354 2952 21089
cat_boundaries=0 1 2 3
cat_threshold=6244 1282 2657
is_linear=0
shrinkage=0.05


Tree=460
num_leaves=31
num_cat=4
split_feature=19 67 31 30 100 136 103 82 14 136 41 85 65 136 37 14 32 89 12 105 52 101 7 39 25 104 67 37 136 30
split_gain=2.3027 9.00285 16.5036 5.57306 9.88477 6.88309 9.79173 7.70149 7.34428 6.2339 5.37809 5.50463 5.17907 5.15694 7.94983 8.31363 6.59662 4.99182 4.89448 4.87206 9.86205 11.9639 12.0326 8.26585 6.63795 6.35114 8.31977 7.40387 9.59028 7.49522
threshold=7.4149999618530282 1.9249999523162844 1017.5499877929689 1015.8500061035157 -0.90346401929855336 0 0.68136918544769298 332.28582763671881 1.6449999809265139 1 8.9499998092651385 0.85814258456230175 1.4049999713897707 2 13.750000000000002 1.4550000429153445 13.650000095367433 0.78353676199913036 3.2350000143051152 -0.97359913587570179 0.064999999478459372 -0.47226877510547632 4.8500001430511483 17.050000190734867 277.50000000000006 -0.68873190879821766 0.63499999046325695 10.050000190734865 3 1008.1499938964845
decision_type=2 2 2 2 2 1 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=1 19 3 5 -5 6 -3 12 17 -6 -11 -12 -8 14 16 -16 -4 -7 -15 20 21 -1 -23 -22 -24 26 -21 28 -28 -29
right_child=-2 2 13 4 9 8 7 -9 -10 10 11 -13 -14 18 15 -17 -18 -19 -20 25 23 22 24 -25 -26 -27 27 29 -30 -31
leaf_value=0.014528022042109765 -2.8949880639731856e-05 -0.0014422723414888681 -0.00057153975681206856 -0.0094244074788431866 0.00076636599458768692 0.0034098339779997881 -0.012773551901669376 0.028622159266652649 0.0010338123782855765 0.0040216925718123461 0.016935703980668289 0.00065732901873018007 0.0055097077279487238 -0.0035952605904758135 0.017993955883496213 0.0024422329909600002 -0.011236086948728498 0.021394255267790496 0.0048423757708656624 -0.002481652384831369 0.001523090987784341 0.0059058412019106412 -0.0023969561195085875 -0.0014001005336508885 0.0058725951787809288 4.7197970026288144e-05 -0.00089214001171210419 -0.0048560646530758176 -0.012205998982234461 0.00040660819500423697
leaf_weight=224 1161202 4001 3651 156 1614 3616 42 34 11689 3214 164 76 498 2422 106 454 151 39 185 6043 5115 1357 1144 4587 308 101296 563 720 276 11216
leaf_count=224 1161202 4001 3651 156 1614 3616 42 34 11689 3214 164 76 498 2422 106 454 151 39 185 6043 5115 1357 1144 4587 308 101296 563 720 276 11216
internal_value=-4.11702e-06 0.000170688 0.00092199 0.00151875 0.00297234 0.00113753 -0.000564893 0.00554094 0.00164443 0.00335393 0.00454767 0.0117809 0.00408768 -0.00123104 -0.000175482 0.00538595 -0.000995092 0.00360173 -0.00298505 -1.09156e-05 0.000919002 0.00340757 0.00252078 0.000141038 -0.000642809 -0.000109509 -0.000953055 -0.000229977 -0.0047701 8.91547e-05
internal_weight=1.32616e+06 164961 32112 25143 5224 19919 4575 574 15344 5068 3454 240 540 6969 4362 560 3802 3655 2607 132849 12735 3033 2809 9702 1452 120114 18818 12775 839 11936
internal_count=1326163 164961 32112 25143 5224 19919 4575 574 15344 5068 3454 240 540 6969 4362 560 3802 3655 2607 132849 12735 3033 2809 9702 1452 120114 18818 12775 839 11936
cat_boundaries=0 1 2 3 4
cat_threshold=1058 6304 451 192
is_linear=0
shrinkage=0.05


Tree=461
num_leaves=31
num_cat=4
split_feature=19 67 31 61 54 66 136 10 29 69 91 39 39 52 136 16 9 102 136 42 72 29 8 92 7 88 28 85 136 6
split_gain=2.07737 8.12619 14.8947 5.26438 6.5496 5.19549 5.12265 6.61428 7.72472 6.35916 6.69584 5.06696 6.26294 8.5829 7.14378 6.1705 5.96098 5.60138 6.35521 6.42258 5.12951 5.47207 5.80155 5.38904 5.12238 5.02395 4.87082 7.22587 4.75236 4.6602
threshold=7.4149999618530282 1.9249999523162844 1017.5499877929689 0.24576461315155032 1.3350000381469729 4.2349998950958261 0 7.9500000476837167 1019.9500122070314 288.25900268554693 -0.82638472318649281 8.4499998092651385 11.84999990463257 0.18500000238418582 1 10.405000209808351 11.949999809265138 -0.85494005680084217 2 13.650000095367433 0.33466516435146337 1012.2500000000001 11.550000190734865 0.40765310823917394 11.150000095367433 -0.91339120268821705 1004.9500122070314 0.84544551372528087 3 9.6500000953674334
decision_type=2 2 2 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 1 2
left_child=1 -1 11 4 5 25 7 8 9 -5 -11 -3 13 14 16 17 -13 20 24 -20 23 -22 -23 -14 -19 -4 -15 -28 29 -29
right_child=-2 2 3 6 -6 -7 -8 -9 -10 10 -12 12 15 26 -16 -17 -18 18 19 -21 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.0419117980731905e-05 -2.7502386377550118e-05 -0.0034852124207836277 -0.01421626541303115 0.00064614946054693289 -0.0092264391070196895 0.0073799012030692814 -0.0025274667691192218 -0.0009138063965596152 -0.0009615525649950224 0.0046743998908051199 0.017332226159325146 0.03438844138290733 0.015458434412530701 -0.0025027420574203468 0.0050816195581131424 0.0026859801918769355 0.012347777574597037 -0.0028164637628977627 0.0011852851156012659 0.016946959197521212 0.0011520307309464697 -0.005813676065210732 -0.020679559254032726 -0.012105423495173455 0.0036748182411322737 -1.070732025852526e-05 0.0053765822983741027 0.0012535531259089394 0.0006923516317342423 0.014063371020749633
leaf_weight=132849 1161202 511 89 236 427 141 2272 2660 519 212 206 48 61 461 353 4662 85 1768 11403 65 194 288 85 25 367 207 1802 142 2681 142
leaf_count=132849 1161202 511 89 236 427 141 2272 2660 519 212 206 48 61 461 353 4662 85 1768 11403 65 194 288 85 25 367 207 1802 142 2681 142
internal_value=-3.91582e-06 0.000162116 0.000875903 -0.00116948 -0.00482244 -0.000519217 -0.000652506 0.000464255 0.00359323 0.0072078 0.0109125 0.00144283 0.00154507 0.00299576 0.00935151 0.0011069 0.0188826 0.000590504 0.000807653 0.00127351 -0.00393304 -0.00565892 -0.00920134 0.00744569 -0.0016927 -0.00428197 0.00240493 0.00287953 0.00136193 0.00739797
internal_weight=1.32616e+06 164961 32112 6969 864 437 6105 3833 1173 654 418 25143 24632 5714 486 18918 133 14256 13603 11468 653 567 373 86 2135 296 5228 4767 2965 284
internal_count=1326163 164961 32112 6969 864 437 6105 3833 1173 654 418 25143 24632 5714 486 18918 133 14256 13603 11468 653 567 373 86 2135 296 5228 4767 2965 284
cat_boundaries=0 1 2 3 4
cat_threshold=451 5 34 4610
is_linear=0
shrinkage=0.05


Tree=462
num_leaves=31
num_cat=0
split_feature=36 22 73 36 33 60 6 28 31 83 27 39 64 71 92 36 35 79 67 17 92 24 65 103 21 105 32 92 64 16
split_gain=2.02118 3.75191 5.02823 5.90257 4.42127 4.0814 3.83656 3.80181 5.84335 3.71278 4.02815 3.9125 3.6724 3.4673 3.92462 4.76332 3.46395 3.3326 3.64464 3.22009 4.93988 3.15219 3.374 3.04622 5.53439 7.09102 6.1522 5.92039 5.00414 4.8429
threshold=8.7500000000000018 7.1449999809265146 0.79994678497314464 8.0500001907348651 11.150000095367433 0.23148609697818759 13.550000190734865 1015.3500061035157 1015.1499938964845 326.07965087890631 312.50000000000006 8.6500000953674334 8.3350000381469744 312.87380981445318 -0.049238203093409531 8.6500000953674334 5.9500000476837167 26.025000572204593 11.025000095367433 5.1300001144409189 -0.65649923682212818 331.50000000000006 8.1149997711181658 0.68136918544769298 5.8450000286102304 -0.75266569852828968 11.150000095367433 0.6045217514038087 2.1650000810623173 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 2 2 2 2 2
left_child=1 2 19 21 5 -5 -6 8 12 10 17 -12 -7 14 15 -3 -15 18 -9 20 -1 22 -4 24 25 26 28 -27 29 -21
right_child=-2 13 3 4 6 7 -8 9 -10 -11 11 -13 -14 16 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.023675207325229139 2.182409038704432e-06 0.012509518512156263 0.0083168596162327708 -0.024263061809220485 0.023461276692846283 -0.015598493056878302 -0.0054457347762460508 -0.011999322973891443 0.017222449069959112 0.0079437694288790241 -0.0099704357213340703 -0.032559550844314625 -0.0024496032007846227 -0.024990983733109068 0.0011246361486274366 -0.006616785668018388 -0.0029222566024239721 -0.01639637175183534 0.0039657152756314039 0.010167963098844185 0.0018509739413996263 0.016340934076616843 -0.0032894044746815156 0.00012715802298808113 0.00026478081409796167 -0.0032807043803975383 0.027544061768622626 -0.0099767672241685684 -0.0046887099173630042 -0.0014629700544112234
leaf_weight=33 1314152 158 84 35 22 67 24 72 32 25 36 41 256 21 1605 41 116 89 71 170 121 31 246 4577 1897 1169 21 460 302 189
leaf_count=33 1314152 158 84 35 22 67 24 72 32 25 36 41 256 21 1605 41 116 89 71 170 121 31 246 4577 1897 1169 21 460 302 189
internal_value=-3.7188e-06 -0.000649384 -0.00103736 -0.00417842 -0.00665166 -0.00760667 0.00837936 -0.00676056 -0.00315797 -0.0105897 -0.0120891 -0.0219984 -0.00517708 0.00136345 0.00194582 0.00856892 -0.00630505 -0.00880027 -0.00407263 -0.00063994 0.0065276 0.00109693 -0.000335083 -0.000765587 -0.00173662 -0.00337948 0.000901008 -0.00517155 5.45567e-05 0.00404471
internal_weight=1.32616e+06 12011 10070 1131 770 724 46 689 355 334 309 77 323 1941 1804 199 137 232 143 8939 154 361 330 8785 4208 2311 682 1629 661 359
internal_count=1326163 12011 10070 1131 770 724 46 689 355 334 309 77 323 1941 1804 199 137 232 143 8939 154 361 330 8785 4208 2311 682 1629 661 359
is_linear=0
shrinkage=0.05


Tree=463
num_leaves=31
num_cat=0
split_feature=17 117 92 78 117 56 85 82 109 104 92 98 60 67 80 79 108 56 111 127 59 109 71 31 28 28 32 90 114 34
split_gain=1.98631 7.13689 7.04509 6.73911 6.31214 6.29381 4.93044 4.9169 4.86598 3.93212 3.20062 3.2775 2.82469 2.9093 5.58537 5.09301 6.02788 3.68633 3.29488 3.1024 2.64264 2.51233 2.46359 2.77075 2.44074 2.32243 2.31326 2.29198 6.08537 6.56152
threshold=18.219999313354496 -0.80382624268531788 -0.12676960974931714 11.034999847412111 0.41467745602130895 246.30451202392581 0.81993827223777782 301.07763671875006 0.15435431897640231 -0.98351779580116261 -0.77093198895454396 -0.93670994043350209 0.71647480130195629 7.4849998950958261 295.91674804687506 7.305000066757203 0.67547917366027843 226.32544708251956 0.29855790734291082 -0.46173103153705591 246.99572753906253 0.63863307237625133 310.84300231933599 1010.0499877929689 1014.2500000000001 1013.3500061035157 15.650000095367433 -0.96620318293571461 -0.90255093574523915 12.050000190734865
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=27 5 3 4 7 12 -4 -3 -7 -6 21 -12 13 14 17 16 -15 -2 25 -16 26 24 23 -9 -11 -19 -8 28 -1 -30
right_child=1 2 6 -5 9 8 20 22 -10 10 11 -13 -14 15 19 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=3.1796780334633768e-05 -0.00027323066088399863 0.0052222895404066662 8.1520596683263175e-05 -0.0030199860783346895 -0.00021758955903351308 0.00042081249574589177 0.004268036066575949 0.012407519556402874 -0.01415975458704872 -0.00037406404786135845 0.011345094900350385 0.02497915631140504 -0.0057453709695036862 0.0062232423401265237 0.013449704653030496 -0.0021070791955476974 0.03430942314863205 0.01714927660301328 0.026331682441135248 -0.0066593037957947956 0.0016688775518380345 -0.0070954341513033096 0.011187365724507606 -0.0046636618870488679 0.021275233241419 -0.0047047133377242471 0.014327885078605239 1.3560459692602394e-05 8.2118693920969557e-05 -0.0010368823773318895
leaf_weight=108382 1693 981 14147 316 60 86 358 26 171 23 94 83 293 81 20 123 25 20 24 468 3040 26 33 277 30 31 68 1139582 21131 34471
leaf_count=108382 1693 981 14147 316 60 86 358 26 171 23 94 83 293 81 20 123 25 20 24 468 3040 26 33 277 30 31 68 1139582 21131 34471
internal_value=-3.53286e-06 0.000461235 0.000811238 0.00366368 0.00495703 -0.0017947 0.000495595 0.00343433 -0.00928065 0.0113032 0.0140034 0.0177385 -0.00110215 -0.000554685 -0.00109975 0.00481505 0.0128473 0.000207308 0.0110547 -0.00583516 0.0021857 0.00563509 -0.00178588 -0.00319881 0.0118803 0.00386548 0.00587383 -1.15895e-05 -0.000186365 -0.000611617
internal_weight=1.32616e+06 22597 19562 1949 1633 3035 17613 1317 257 316 256 177 2778 2485 2256 229 106 1768 75 488 3466 79 336 303 53 51 426 1.30357e+06 163984 55602
internal_count=1326163 22597 19562 1949 1633 3035 17613 1317 257 316 256 177 2778 2485 2256 229 106 1768 75 488 3466 79 336 303 53 51 426 1303566 163984 55602
is_linear=0
shrinkage=0.05


Tree=464
num_leaves=31
num_cat=1
split_feature=36 56 32 93 28 35 12 1 35 36 16 122 52 77 32 84 94 136 29 62 2 76 12 33 22 122 12 9 15 119
split_gain=1.97731 6.65739 7.13729 6.48011 8.0376 9.39451 6.10951 5.54456 5.37231 9.60635 6.00252 8.31193 5.32695 5.23287 6.04003 5.15881 7.50523 7.56594 13.7749 9.10145 8.93366 6.10138 5.92821 6.23443 5.77481 5.71247 5.57281 6.60602 6.55671 6.27781
threshold=12.550000190734865 295.10978698730474 10.050000190734865 0.14929725229740146 1016.2500000000001 14.750000000000002 0.74500000476837169 354.50000000000006 8.9499998092651385 9.4499998092651385 12.50999975204468 -0.07845610752701758 0.034999999217689044 2.2749999761581425 12.84999990463257 0.86583402752876293 -0.68037950992584217 0 1011.3500061035157 0.35518421232700353 4.5000000000000009 22.195000648498539 1.7250000238418581 12.750000000000002 5.2449998855590829 -0.85260769724845875 2.245000004768372 6.3500001430511483 1.0349999666213991 0.98897820711135875
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 15 8 6 5 7 -4 13 -3 -10 -11 -12 -8 14 -5 21 -17 25 19 -19 24 -1 23 -22 -20 -18 27 -27 -29 -30
right_child=-2 2 3 4 -6 -7 12 -9 9 10 11 -13 -14 -15 -16 16 17 18 20 -21 22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=1.9571822834750282e-06 3.9958380805935056e-05 -0.0008523487872175526 -0.015737698813736961 -0.0059755329136273374 -0.00061755932268935457 0.01381739874250143 0.018244605178966426 0.00424844847195172 -0.0027701956183416067 0.0029139735268953202 0.0019477775301918049 -0.0030196483217524266 0.00058307521672009257 -0.0022746576920868234 -0.02635792860295624 0.00047704022240123374 0.00085767331072828369 -0.007675841176946834 0.020978309101025976 -0.0014374350862120253 -0.0033476916509621508 0.00094670537879550402 0.0007882384593589965 0.0066501830055141521 0.0049411000034012336 -0.00092160488135891664 -0.0011182540649138425 0.0073545012460090224 -0.0041058912503086275 -0.013911292363032665
leaf_weight=322832 882152 6126 57 398 21392 91 43 315 1411 4534 2391 1300 5990 12215 40 13692 2065 821 63 2031 1580 18045 10127 173 515 2426 8945 120 4103 170
leaf_count=322832 882152 6126 57 398 21392 91 43 315 1411 4534 2391 1300 5990 12215 40 13692 2065 821 63 2031 1580 18045 10127 173 515 2426 8945 120 4103 170
internal_value=-3.35622e-06 -8.94128e-05 -0.000597469 -0.000948487 -0.00121427 -0.00219174 0.000555023 -0.00230408 0.000305375 0.00104139 0.00169526 0.00019821 0.000708957 -0.0024672 -0.00783694 -1.56328e-05 -0.0005077 -0.000914564 -9.86538e-05 -0.00323327 0.000618873 5.19693e-05 0.000323537 -0.00236102 0.0066891 -0.00161424 -0.00193907 -0.00301579 -0.00417229 -0.004496
internal_weight=1.32616e+06 444011 56303 40541 34451 13059 6090 12968 15762 9636 8225 3691 6033 12653 438 387708 46831 33139 15310 2852 12458 340877 11880 1753 578 17829 15764 6819 4393 4273
internal_count=1326163 444011 56303 40541 34451 13059 6090 12968 15762 9636 8225 3691 6033 12653 438 387708 46831 33139 15310 2852 12458 340877 11880 1753 578 17829 15764 6819 4393 4273
cat_boundaries=0 1
cat_threshold=2928
is_linear=0
shrinkage=0.05


Tree=465
num_leaves=31
num_cat=2
split_feature=32 66 22 126 23 12 36 29 35 106 14 136 85 39 36 101 136 98 3 110 70 29 28 12 133 94 56 31 27 53
split_gain=2.43382 6.05197 7.31805 7.22583 7.85303 6.12704 6.10195 8.07841 9.92756 7.65545 7.60112 11.7944 9.40106 7.87594 6.68535 7.01912 6.74371 6.58372 6.42006 6.41073 7.18642 6.27003 6.08099 7.77902 5.87559 5.79416 5.63872 8.79859 5.9429 5.59635
threshold=10.84999990463257 5.555000066757203 9.7449998855590838 0.8140845298767091 5.2550001144409189 2.1650000810623173 11.449999809265138 1020.0499877929689 9.4499998092651385 -0.94222456216812123 1.9750000238418581 0 0.72615003585815441 11.250000000000002 10.449999809265138 0.67792001366615307 1 -0.71596562862396229 12.500000000000002 0.2978206872940064 308.12763977050787 1024.7500000000002 1015.9500122070314 1.485000014305115 1017.1499938964845 -0.92225337028503407 261.02403259277349 1014.7500000000001 310.50000000000006 0.34499999880790716
decision_type=2 2 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
left_child=1 -1 3 4 -3 -4 10 8 9 -8 11 12 -6 26 15 29 -16 24 -18 20 21 -9 23 -13 -10 -21 27 -14 -29 -12
right_child=-2 2 5 -5 6 -7 7 19 17 -11 14 22 13 -15 16 -17 18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.3946951651007468e-05 -3.9684829665612296e-05 0.0081779115712780036 -0.0043069651310808218 4.0985102539915279e-06 -0.0021153290083202594 -0.00038634192264125653 0.0041866249322532198 -0.0035615786609672325 0.003293607326358295 -0.00077405157520486138 0.0078597107334869801 -0.0066172605449343119 -0.00046876758259410662 -0.00044997812202807094 -0.0022113059272041123 -0.0017978063881114678 -0.0080050778066385452 0.0071288685250503435 0.00069438024441726429 0.023291442487388851 -0.024765449357884273 0.0033007771390211106 0.0020002778341838062 0.00044374472397330745 -0.002685603316984436 0.0012059204239770064 0.0062794237733431362 0.02149129104474751 0.0078916113030330359 0.0011741456302799469
leaf_weight=227300 1014754 379 1172 28620 320 6655 1034 1367 6206 3138 323 524 90 259 4888 2083 221 1067 5253 30 35 440 3915 1526 440 2942 659 243 120 10128
leaf_count=227300 1014754 379 1172 28620 320 6655 1034 1367 6206 3138 323 524 90 259 4888 2083 221 1067 5253 30 35 440 3915 1526 440 2942 659 243 120 10128
internal_value=-2.16303e-06 0.000120118 0.000482558 0.000632012 0.00100931 -0.000973409 0.000951814 0.00172037 0.00242027 0.000455416 0.000531741 0.0018956 0.00556842 0.00740247 7.56937e-05 0.000852529 -0.000863976 0.00348308 0.000342534 -7.59569e-06 -0.00232526 -0.00189061 0.000843648 -0.00136112 0.00289775 0.00142886 0.00923141 0.0135258 0.0169955 0.00138077
internal_weight=1.32613e+06 311377 84077 76250 47630 7827 47251 16699 11885 4172 30552 7656 1691 1371 22896 12534 10362 7713 5474 4814 1842 1807 5965 2050 6646 2972 1112 453 363 10451
internal_count=1326131 311377 84077 76250 47630 7827 47251 16699 11885 4172 30552 7656 1691 1371 22896 12534 10362 7713 5474 4814 1842 1807 5965 2050 6646 2972 1112 453 363 10451
cat_boundaries=0 1 2
cat_threshold=787 897
is_linear=0
shrinkage=0.05


Tree=466
num_leaves=31
num_cat=2
split_feature=33 86 37 31 103 136 34 35 54 85 37 28 136 92 75 87 109 13 53 93 13 37 97 10 93 75 70 74 111 53
split_gain=2.30343 5.50728 7.13185 8.64204 8.39947 8.16782 7.82168 6.4156 7.47003 9.24025 6.81206 8.40874 13.7424 10.8769 8.34136 7.34026 12.6283 9.41336 7.2106 8.18924 6.56318 10.2154 6.19292 5.99667 5.98451 9.86616 5.85449 5.76487 5.95828 7.92096
threshold=10.750000000000002 0.75490203499794017 9.4499998092651385 1017.4500122070314 0.56295436620712291 0 8.0500001907348651 7.2500000000000009 0.33500000834465032 0.88082098960876476 13.050000190734865 1015.3500061035157 1 0.67267581820487987 0.48821155726909643 0.88746380805969249 0.66845986247062694 2.6550000905990605 31.025000572204593 0.063431680202484145 1.5649999976158144 10.750000000000002 -0.93254154920577992 7.9500000476837167 -0.14928258210420606 0.37232205271720892 320.18345642089849 0.79414507746696483 0.57707244157791149 0.34499999880790716
decision_type=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 2 2
left_child=1 24 3 6 23 -6 -3 8 9 -4 11 12 -10 18 -13 -12 -17 -18 19 -14 21 -16 -23 -5 25 -1 -22 -8 29 -29
right_child=-2 2 7 4 5 -7 27 -9 10 -11 15 14 13 -15 20 16 17 -19 -20 -21 26 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.009500792008526807 -3.7642274425509663e-05 0.0052958798972401397 0.024385722432634795 0.0011510177863157855 -0.011267653728349862 -0.0029779200242325264 0.0012233510571167071 0.00088553404563869128 0.0026939402754783052 -0.0081867600480715445 2.5521110096974806e-05 -0.008553917847234669 -0.0043916560208519051 -0.020933139015188708 -0.007051171884573635 -0.0016144368650804243 0.019043126062418061 -0.00216723204257765 0.0041345148244668175 -0.014928221792988753 0.00013443801395311862 0.0022895904468175294 0.017582867105854192 -0.0023615271631471286 3.3206228643725433e-05 -0.0010501791641931754 -0.0073396202926531958 0.012381870875304396 -0.0041591691256412421 -0.00075676398791402547
leaf_weight=368 1026705 807 64 2263 367 1543 3961 57523 426 33 4037 298 564 140 103 263 207 70 148 274 2551 111 164 2624 212296 5622 292 132 1299 876
leaf_count=368 1026705 807 64 2263 367 1543 3961 57523 426 33 4037 298 564 140 103 263 207 70 148 274 2551 111 164 2624 212296 5622 292 132 1299 876
internal_value=-2.05572e-06 0.000119967 0.000471681 -0.000560577 -0.00183383 -0.00464535 0.000662642 0.000684553 -0.0005018 0.0133044 -0.000640606 -0.00190282 -0.00496869 -0.00782215 -0.000550674 0.000757844 0.00623264 0.0136831 -0.00603988 -0.00783679 0.000189769 0.00637953 0.0114099 -0.00073499 -1.07696e-05 -0.00156935 -0.000633211 6.61159e-05 -0.0019208 0.000963772
internal_weight=1.32613e+06 299426 81140 13872 6797 1910 7075 67268 9745 97 9648 5071 1552 1126 3519 4577 540 277 986 838 3221 378 275 4887 218286 5990 2843 6268 2307 1008
internal_count=1326131 299426 81140 13872 6797 1910 7075 67268 9745 97 9648 5071 1552 1126 3519 4577 540 277 986 838 3221 378 275 4887 218286 5990 2843 6268 2307 1008
cat_boundaries=0 1 2
cat_threshold=70 212
is_linear=0
shrinkage=0.05


Tree=467
num_leaves=31
num_cat=1
split_feature=33 85 92 54 85 38 75 81 93 66 22 110 60 83 14 30 125 41 28 63 54 12 81 79 29 32 136 132 0 119
split_gain=2.07831 4.75592 8.07496 7.89238 6.65031 6.54453 6.73231 5.63631 7.44335 5.50752 5.29833 5.23825 5.60093 5.48667 5.7859 5.23279 7.67547 6.24719 6.09163 9.49502 7.40347 6.63271 6.77262 6.24733 7.43198 6.15947 6.1585 5.75562 6.33775 7.87566
threshold=10.750000000000002 0.71494603157043468 -0.14741567522287366 1.0000000180025095e-35 0.82219234108924877 12.949999809265138 0.36524157226085668 290.95460510253912 -0.84428551793098439 1.3550000190734866 5.5450000762939462 0.72954660654068004 0.44737681746482855 327.32160949707037 2.8349999189376835 1018.0499877929689 -0.50751903653144825 8.7500000000000018 1020.9500122070314 0.61231565475463878 1.8849999904632571 1.1950000524520876 310.67500305175787 33.545000076293952 1018.6499938964845 8.8499999046325701 0 1019.1499938964845 145.50000000000003 0.44618082046508795
decision_type=2 2 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 5 4 10 6 9 8 -7 -1 -3 -6 13 -13 -15 27 -17 18 19 20 23 22 -22 26 -25 -20 -18 28 29 -5
right_child=-2 3 -4 15 11 7 -8 -9 -10 -11 -12 12 -14 14 -16 16 17 -19 25 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.017979275975318603 -3.576016068494288e-05 0.011450866333580691 2.2654548889052316e-05 0.00045540647504747043 0.0043498290188971065 0.025933147058822215 -0.0024060962418807228 -0.0058139579419230862 0.0039270932418686974 -0.0018606201912998487 -0.00040599335705163392 -0.010722615324234653 -0.0019077105068098941 0.0055058908210066726 -0.014052703773221847 0.0016850013826435247 0.0052829551448372218 -0.006314859001019902 -0.00089926612655960602 0.00043090037748152663 -0.0055778026078633896 -0.0028280664592145008 -0.019668365424099492 0.0055835783386077639 -0.012760658796738695 0.00088531840480160018 -0.00071038328790322793 -0.0027733387138964795 0.00063078937298225596 0.003315231351946181
leaf_weight=131 1026705 114 203621 4264 155 50 3092 91 166 89 543 562 636 121 55 6490 545 410 6770 6493 322 3994 116 78 189 16918 1877 1065 34940 5529
leaf_count=131 1026705 114 203621 4264 155 50 3092 91 166 89 543 562 636 121 55 6490 545 410 6770 6493 322 3994 116 78 189 16918 1877 1065 34940 5529
internal_value=-1.95729e-06 0.00011395 -1.89544e-05 0.000412727 -0.00255578 -0.00236006 -0.00300741 0.00462373 0.00902109 -0.0114585 0.00165136 -0.00436356 -0.00534651 -0.00831002 -0.00060617 0.000484828 9.67515e-05 -0.000176576 -0.000109108 -0.000951942 -0.00221283 -0.00346861 -0.00930955 -0.000143064 -0.00740167 0.000375286 0.000657121 0.000859381 0.000945869 0.00207003
internal_weight=1.32613e+06 299426 207240 92186 2186 3619 3312 307 216 220 657 1529 1374 738 176 90000 44202 37712 37302 13614 7121 4432 438 2689 267 23688 2422 45798 44733 9793
internal_count=1326131 299426 207240 92186 2186 3619 3312 307 216 220 657 1529 1374 738 176 90000 44202 37712 37302 13614 7121 4432 438 2689 267 23688 2422 45798 44733 9793
cat_boundaries=0 1
cat_threshold=530
is_linear=0
shrinkage=0.05


Tree=468
num_leaves=31
num_cat=1
split_feature=16 92 69 80 79 136 127 103 86 3 5 57 28 87 34 75 97 30 84 21 54 66 39 87 54 5 57 103 86 2
split_gain=1.93255 6.10953 4.9469 6.07002 6.8812 7.12883 6.91288 7.29115 6.46298 6.2874 7.18134 5.72364 5.3506 5.48631 5.67655 5.00814 4.93709 4.84857 5.5827 5.79486 5.64794 4.8883 4.77086 4.9648 4.69053 7.14705 7.14149 8.68931 5.46751 4.61888
threshold=6.4600000381469735 -0.56519681215286244 210.10990905761722 317.01971435546881 4.5250000953674325 0 0.53727915883064281 -0.67972928285598744 0.88788214325904857 14.500000000000002 11.84999990463257 205.78896331787112 1012.7500000000001 0.8547179400920869 12.84999990463257 0.36524157226085668 -0.81490609049797047 1019.1499938964845 0.88662347197532665 5.7449998855590829 2.4450000524520878 1.935000002384186 13.750000000000002 0.81425991654396068 0.75499999523162853 7.6499998569488534 218.8786315917969 -0.90240320563316334 0.86146843433380138 8.5000000000000018
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 24 8 9 29 7 15 -4 -5 11 -11 22 -14 16 -7 -15 18 19 20 21 -8 -9 -24 25 -1 27 -27 -29 -6
right_child=-2 -3 3 4 5 6 17 12 -10 10 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0010002229819244934 -1.7693794419751761e-05 3.612864944674997e-05 0.0014701703683927944 0.022907099697360961 0.0062089001265569384 0.0025991193950176241 0.019094912892179142 -0.0036674391743687566 -0.0022303980828360017 -0.0026878759306855505 0.033169556269422175 0.009723324173050895 -0.014262735496105797 -0.00063189787583218691 -0.0050644210289891179 0.033073819295636249 0.030535668414086104 -0.0051499720869053692 0.0025267547137772257 0.031064368720565522 0.0035647194926831417 0.006484433044383806 -0.0038505072347071096 0.014639501756108883 -0.0022733867945392435 0.038296762262197109 -0.0068262483152052899 0.001325596986364012 0.024324785354547202 -0.0023123786931692129
leaf_weight=382 1240725 70801 7805 69 195 26 197 118 1390 150 24 244 110 27 164 28 24 70 262 35 205 126 51 126 1724 34 44 73 40 862
leaf_count=382 1240725 70801 7805 69 195 26 197 118 1390 150 24 244 110 27 164 28 24 70 262 35 205 126 51 126 1724 34 44 73 40 862
internal_value=-1.8577e-06 0.000228199 0.0011593 0.00155684 0.00346518 0.00245284 0.00457485 0.00077955 0.000910759 0.00892396 0.00661574 0.00499825 -0.000755206 -0.00518053 -0.000533815 0.0184008 0.0140352 0.0074841 0.00855608 0.0113619 0.0100559 0.0141757 0.00412015 0.00931187 -0.000970792 0.00294836 0.0108455 0.016135 0.0094669 -0.000733397
internal_weight=1.32613e+06 85406 14605 12308 3113 2626 1569 674 9195 487 418 394 620 325 215 54 51 895 825 563 528 323 295 177 2297 573 191 147 113 1057
internal_count=1326131 85406 14605 12308 3113 2626 1569 674 9195 487 418 394 620 325 215 54 51 895 825 563 528 323 295 177 2297 573 191 147 113 1057
cat_boundaries=0 1
cat_threshold=656
is_linear=0
shrinkage=0.05


Tree=469
num_leaves=31
num_cat=1
split_feature=90 136 52 115 56 63 7 14 67 92 5 94 2 31 65 88 1 53 66 75 67 62 126 88 29 5 3 107 93 32
split_gain=1.93866 4.24477 4.16184 3.27825 3.12255 3.07153 5.44111 4.56284 6.54898 4.79275 4.76504 4.77147 4.26673 4.1241 4.66768 4.03415 4.01182 5.57715 3.99017 5.48519 4.74094 3.96201 3.96095 3.85404 4.48579 3.61919 3.11488 3.10204 2.8208 3.12622
threshold=0.93039727210998546 0 1.235000014305115 -0.72534674406051625 244.6022872924805 0.30575460195541387 9.8499999046325701 1.7749999761581423 2.2150000333786015 -0.95116284489631642 8.6500000953674334 0.25213728845119482 315.50000000000006 1014.6499938964845 2.7849999666213994 -0.79506471753120411 51.500000000000007 0.62500000000000011 7.9649999141693124 0.74259826540946972 3.5649999380111699 0.24953284114599231 0.98321744799613964 -0.97037070989608754 1013.2500000000001 1.1500000357627871 324.50000000000006 -0.86649861931800831 0.26635494828224188 10.150000095367433
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 -4 7 16 8 22 -10 -9 13 -8 14 -12 -16 17 -7 19 20 -11 -19 25 -14 -25 27 -15 -3 29 -18
right_child=1 5 3 -5 -6 6 12 10 9 18 11 -13 23 26 15 -17 28 21 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=9.1774197182861709e-07 -0.021986259837099849 -0.0054441857703274033 0.019826942411336035 -0.010498324337487038 -0.0074705607656505892 0.021906806630167096 -0.00084443468182091258 -0.010584202061906073 -0.011414139898603454 0.016010763089871035 0.014555976111441852 -0.016409917585909938 -0.0049312725150957712 0.001288671683197698 0.0025823965266516262 -0.025413316079685767 0.01289149095481705 0.013426056313751775 -0.01210814935288259 0.028231841255281422 -0.00050940249323550815 -0.0050950328449419309 0.01403259253691368 0.0021556394209188445 0.02640191383373279 -0.0067346313875938247 0.019150377773558318 0.021135275624692442 -0.0072306410940190628 -0.0011758587763027861
leaf_weight=1323525 47 21 22 78 20 44 69 281 34 80 20 39 20 52 22 31 42 44 21 37 95 84 29 27 65 363 46 23 188 662
leaf_count=1323525 47 21 22 78 20 44 69 281 34 80 20 39 20 52 22 31 42 44 21 37 95 84 29 27 65 363 46 23 188 662
internal_value=-1.76481e-06 -0.00136417 -0.00884431 -0.00443406 0.00682813 -0.000812408 0.000921897 -0.00262759 -4.44503e-05 0.00612245 -0.00632607 -0.000628281 0.00893611 0.00297104 -0.00602576 -0.0137925 -0.000441422 0.00655037 0.00868144 0.0107408 0.00704267 0.00127159 -0.00382097 0.0149616 0.0192862 -0.00509309 0.00967274 0.00844962 -0.00178961 -0.000336613
internal_weight=1.32613e+06 2606 167 120 42 2439 1245 1194 703 267 491 210 181 171 73 53 1064 172 233 212 175 128 436 112 92 407 98 44 892 704
internal_count=1326131 2606 167 120 42 2439 1245 1194 703 267 491 210 181 171 73 53 1064 172 233 212 175 128 436 112 92 407 98 44 892 704
cat_boundaries=0 1
cat_threshold=1536
is_linear=0
shrinkage=0.05


Tree=470
num_leaves=31
num_cat=0
split_feature=68 86 125 80 79 99 5 77 92 89 9 76 9 53 127 31 106 84 120 94 101 21 53 120 72 80 124 31 53 3
split_gain=2.60543 6.65217 6.58451 5.91138 5.34065 5.09602 4.82404 5.23926 4.67617 4.55128 5.43473 5.92074 4.75483 4.62827 4.49881 4.45552 4.41563 4.52429 4.31195 5.11944 4.24093 4.24879 4.19849 4.14166 4.59345 4.5654 4.04416 5.15849 4.7392 4.04101
threshold=321.55033874511724 0.83084723353385936 0.026175950653851036 311.04969787597662 56.864999771118171 -0.15185705572366712 2.5499999523162846 2.5049999952316289 0.046319341287016876 -0.89469212293624867 5.4500000476837167 10.654999732971193 2.0499999523162846 8.0450000762939471 0.62249094247818004 1001.8500061035157 -0.12512376159429547 0.90525010228157055 -0.72534674406051625 0.8610932230949403 -0.35104317963123316 7.6649999618530282 5.9049999713897714 0.23343648016452792 0.88632488250732433 292.03344726562506 0.90255093574523937 1014.5499877929689 1.0349999666213991 232.50000000000003
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 2 2 2 2 2 2
left_child=-1 2 3 14 9 -4 7 -5 -9 10 11 12 22 20 23 -6 17 18 -13 -20 -12 -22 -3 25 29 -2 -7 -28 -29 -25
right_child=1 4 5 6 15 26 -8 8 -10 -11 13 16 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=6.9420614143349067e-06 0.0081752282538724574 -0.015962537999867518 0.0020542402705607528 -0.021877302320873634 -0.015352863928170077 -4.0894610744513826e-05 -0.0061921739315453153 -0.0038330368445613251 0.0038831701333272052 -0.00063972460259546868 -0.023632241971790792 -0.0070391931382820325 -0.00075230165115446296 -0.0080128142813919116 0.010669180374013402 0.0051389628947747824 0.019435312543567774 -0.008509195391333808 0.0056379891608436677 -0.0096233896585181371 -0.0022927335360982538 -0.017948169259100474 0.0058766951784491542 -0.005626430639246365 -0.023004494990492542 -0.00034196583509908516 -0.034495454228350091 -0.019970222385600211 0.0029218202407579295 0.011140986566814802
leaf_weight=1293587 230 119 5433 28 28 178 745 382 404 17791 24 94 274 476 119 504 37 95 653 60 2883 44 27 196 31 498 21 40 52 44
leaf_count=1293587 230 119 5433 28 28 178 745 382 404 17791 24 94 274 476 119 504 37 95 653 60 2883 44 27 196 31 498 21 40 52 44
internal_value=-4.00033e-06 -0.000453221 0.000751684 -0.00129519 -0.000891249 0.00170897 -0.0032849 -0.000624059 0.000133054 -0.00100793 -0.00237666 0.000298933 -0.00463572 -0.00343768 0.00147936 0.00406045 0.00250613 0.00181169 0.00302667 0.00435372 -0.00269971 -0.00252807 -0.0119238 0.000384672 -0.00489194 0.00234891 -0.00473731 -0.0121352 -0.00703124 -0.0025524
internal_weight=1.3251e+06 31510 8401 2677 23109 5724 1559 814 786 22577 4786 1359 420 3427 1118 532 939 902 807 713 2951 2927 146 999 271 728 291 113 92 240
internal_count=1325097 31510 8401 2677 23109 5724 1559 814 786 22577 4786 1359 420 3427 1118 532 939 902 807 713 2951 2927 146 999 271 728 291 113 92 240
is_linear=0
shrinkage=0.05


Tree=471
num_leaves=31
num_cat=3
split_feature=56 20 29 136 5 136 5 55 74 23 136 102 95 15 101 35 80 29 66 62 37 107 104 26 104 66 127 14 90 63
split_gain=2.50041 7.49132 6.93929 5.69935 7.58388 5.33169 5.56608 5.60835 5.20969 7.15469 5.53833 8.11578 6.40329 5.13562 7.19819 4.79293 4.66795 5.17288 5.92227 4.65516 4.60003 4.50095 4.49145 4.36913 5.76008 4.91227 4.52483 6.00544 4.25884 4.14633
threshold=328.12422180175787 6.8350000381469735 1012.1499938964845 0 7.1499998569488534 1 11.050000190734865 16.304999351501468 0.38494317233562475 4.9549999237060556 2 0.73633098602294933 -0.67391574382781971 1.0850000381469729 0.26378163695335394 11.650000095367433 309.86758422851568 1015.2500000000001 26.994999885559086 0.26063698530197149 11.550000190734865 -0.83373329043388356 -0.57058921456336964 246.50000000000003 -0.99272406101226796 10.824999809265138 0.66259482502937328 2.054999947547913 -0.8638639748096465 0.2773707658052445
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 2 2 2 2 2 2
left_child=-1 2 5 20 -5 23 7 15 9 19 13 -12 -13 -10 -15 -7 21 28 29 -4 -3 -16 -8 -2 -25 26 -26 -28 -18 -19
right_child=1 3 8 4 -6 6 22 -9 10 -11 11 12 -14 14 16 -17 17 18 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=3.0752265341277213e-06 -0.021512166149981429 -5.4727501904295414e-05 0.01242459006884712 -0.0037036875700062915 0.0028683645746809816 0.0049126751703972172 -0.0084555722663076371 -0.032425409395040738 0.0052648142303092097 -0.0072801860903287195 0.0027637853025239204 -0.011248861358026482 -0.00084225322957724486 -0.010985400274648782 0.00030719153792233559 -0.010665153992210566 0.0021900230742793419 -0.0051815087278960512 -0.013136014776399075 -0.0024443205330415187 0.004048056952863332 -0.010165217245800317 0.0043222101377323272 0.017546522515121756 -0.010726934088515182 0.0044903917826204934 0.009871084220287811 -0.0059804076660724213 -0.0075952243908578828 0.0050367529695653996
leaf_weight=1311950 26 1170 84 1166 704 55 127 27 199 630 2192 164 1498 256 160 483 165 119 59 141 1642 286 150 41 185 213 91 174 341 599
leaf_count=1311950 26 1170 84 1166 704 55 127 27 199 630 2192 164 1498 256 160 483 165 119 59 141 1642 286 150 41 185 213 91 174 341 599
internal_value=-3.80031e-06 -0.000689916 -0.00157756 0.000914931 -0.00122296 -0.00457528 -0.00725597 -0.0101886 -0.000893905 -0.00454678 -0.000376645 0.0007639 -0.00186914 -0.0023819 -0.0031605 -0.00907262 -0.00200193 -0.000470169 0.00209188 0.00310674 0.0023327 -0.0064083 -0.0015362 -0.00136522 -0.000640546 -0.00176524 -0.00472623 -0.000537065 -0.00440438 0.0033432
internal_weight=1.3251e+06 13147 8465 4682 1870 1572 842 565 6893 855 6038 3854 1662 2184 1985 538 1729 1283 777 225 2812 446 277 730 704 663 450 265 506 718
internal_count=1325097 13147 8465 4682 1870 1572 842 565 6893 855 6038 3854 1662 2184 1985 538 1729 1283 777 225 2812 446 277 730 704 663 450 265 506 718
cat_boundaries=0 1 2 3
cat_threshold=5712 3201 1571
is_linear=0
shrinkage=0.05


Tree=472
num_leaves=31
num_cat=1
split_feature=71 96 8 37 83 84 23 75 111 136 35 37 34 77 32 8 95 28 120 92 32 120 91 87 79 36 43 37 123 13
split_gain=2.45606 4.77473 7.69159 5.2228 8.12134 6.49678 7.49424 6.56611 5.27658 6.54261 6.58067 6.14934 7.26899 9.15737 6.99286 5.24022 5.63584 5.15242 4.97336 4.94892 4.87922 4.81832 4.81622 4.9019 4.79579 4.83054 10.0622 9.60388 7.24212 6.12591
threshold=318.10951232910162 -0.7068251073360442 6.4500000476837167 18.44999980926514 318.60975646972662 0.87902432680130016 5.5450000762939462 0.8098808526992799 0.8398149609565736 0 8.5500001907348651 17.650000572204593 15.949999809265138 3.7649999856948857 17.050000190734867 0.84999999403953563 -0.96390837430953968 1013.5499877929689 0.70088258385658275 -0.30901470780372614 13.84999990463257 -0.59480014443397511 -0.85691314935684193 0.85236996412277233 47.375000000000007 12.84999990463257 11.150000095367433 13.250000000000002 0.026175950653851036 1.5249999761581423
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 -2 5 -5 8 7 -7 9 10 17 12 -12 -14 -13 16 -10 -3 -4 -15 -20 -19 23 -11 25 26 28 -27 -8 -30
right_child=1 3 18 4 -6 6 24 -9 15 22 11 14 13 19 -16 -17 -18 21 20 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=9.5632667715951044e-06 -0.00066177460547066488 0.012957488427249095 0.0015135007539381459 -0.0036991176120075536 0.01029201014862759 0.0036814262774452575 -0.0055606015676166083 -0.018168286169465218 0.026305078804725782 -0.0015869534015215559 0.0011525474598097099 -0.027114342435961593 0.042994384366002954 -0.0095857320508609227 0.0039793096313422384 0.00029067779697461172 0.004057632619870368 -0.025500997249037028 -0.0027758294868530063 0.015152149392674947 -0.02331394997244287 -0.0061774249417659898 -0.0010989611686814849 -0.0065372663416889826 0.0011356111248806056 0.0052043177708175547 0.012730042188931472 -0.0024384927244704559 -0.024069299057126046 0.0011578379134341754
leaf_weight=1277261 10519 24 8632 173 259 766 2902 36 30 1030 3008 40 22 30 33 7568 557 46 147 62 36 108 5132 972 884 464 87 3601 25 643
leaf_count=1277261 10519 24 8632 173 259 766 2902 36 30 1030 3008 40 22 30 33 7568 557 46 147 62 36 108 5132 972 884 464 87 3601 25 643
internal_value=-3.61029e-06 -0.000355355 0.000251163 -0.00076678 0.00468908 -0.000850746 -0.00192209 0.00270064 -0.000310655 -0.00105135 0.000763262 0.00128681 0.00162223 0.0140152 -0.0130583 0.000643667 0.00519464 -0.00859117 0.00134058 0.00708545 -0.00681612 -0.0119494 -0.00190771 -0.0039904 -0.00235288 -0.00275224 -0.00407071 -0.0015661 -0.00448014 0.000213709
internal_weight=1.3251e+06 47836 19334 28502 432 28070 9408 802 18662 10507 3373 3195 3122 114 73 8155 587 178 8815 92 183 154 7134 2002 8606 7722 3657 4065 3570 668
internal_count=1325097 47836 19334 28502 432 28070 9408 802 18662 10507 3373 3195 3122 114 73 8155 587 178 8815 92 183 154 7134 2002 8606 7722 3657 4065 3570 668
cat_boundaries=0 1
cat_threshold=3093
is_linear=0
shrinkage=0.05


Tree=473
num_leaves=31
num_cat=0
split_feature=71 96 4 52 12 28 75 10 34 28 101 63 37 35 83 81 53 88 53 38 31 35 34 63 32 10 86 34 39 77
split_gain=2.21659 4.30919 7.45236 6.04248 4.74136 8.26805 15.3397 6.6094 11.4802 7.61186 6.54171 6.4698 7.43718 10.4111 6.16894 6.03988 5.67328 5.47951 5.24794 5.19818 5.16535 7.21982 7.4469 5.50704 4.89673 4.74397 5.47952 4.80199 4.72209 4.95423
threshold=318.10951232910162 -0.7068251073360442 6.9500000476837167 5.1749999523162851 3.1550000905990605 1012.0499877929689 0.92045772075653087 6.8500001430511483 16.050000190734867 1015.9500122070314 0.66801902651786815 0.49243609607219702 9.2500000000000018 9.5500001907348651 264.89010620117193 324.49464416503912 0.14500000327825549 -0.651902675628662 13.065000057220461 16.750000000000004 1013.3500061035157 12.449999809265138 14.050000190734865 0.55300533771514904 6.1499998569488534 11.150000095367433 0.89128965139389049 16.550000190734867 16.250000000000004 3.0449999570846562
decision_type=2 2 2 2 2 2 2 2 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 20 14 10 15 16 24 13 -13 -3 17 -9 -10 -11 28 -6 -22 23 -23 -7 -17 27 -27 -16 -30
right_child=1 4 -4 -5 5 11 -8 8 9 18 -12 12 -14 -15 19 25 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=9.0851031357801255e-06 -0.001297941015112393 0.0096159025693289303 0.0016796655387864125 0.00088798341870658748 7.2552033068240765e-05 -0.0169724686913049 -0.019958078904004403 0.017417120243258335 -0.0050070291531405277 -0.0016617193046425073 -0.0025690240437242096 -0.00011457660739139027 0.00076965245614483632 -0.036782570481591392 -0.00012965251623642905 0.016540492591089927 0.00043182673434691749 0.0076934220596696391 -0.027274064094360385 -0.0052286366688379105 0.00074855716046976287 -0.017181477249797548 -0.00060647233279750639 -0.049052958706717775 0.0049360308576421501 0.01389466441422701 0.01289179680041141 -0.012252484599002085 0.030439251058158423 0.0048730151051206557
leaf_weight=1277261 7963 162 6128 5243 1164 26 118 51 175 70 10930 49 2773 32 8813 169 1364 165 28 492 94 33 34 23 1339 25 99 59 21 194
leaf_count=1277261 7963 162 6128 5243 1164 26 118 51 175 70 10930 49 2773 32 8813 169 1364 165 28 492 94 33 34 23 1339 25 99 59 21 194
internal_value=-3.42978e-06 -0.000337588 0.000238605 -0.000430093 -0.000728441 0.000563516 -0.00267126 -0.00105034 -0.00178096 0.00406239 -0.00215489 0.00168752 0.000333423 -0.0146007 -5.91563e-05 0.00590937 0.00104402 0.00115643 -0.00897953 -0.000223795 -0.00115802 -0.00894273 -0.0190647 -0.0302715 0.00451873 0.0105003 0.00492217 -0.0044706 4.89545e-05 0.00737018
internal_weight=1.3251e+06 47836 19334 13206 28502 5685 1466 22817 13135 790 12345 4219 2854 81 9682 692 1415 340 98 9520 1348 184 90 56 1365 352 183 84 9028 215
internal_count=1325097 47836 19334 13206 28502 5685 1466 22817 13135 790 12345 4219 2854 81 9682 692 1415 340 98 9520 1348 184 90 56 1365 352 183 84 9028 215
is_linear=0
shrinkage=0.05


Tree=474
num_leaves=31
num_cat=2
split_feature=56 29 74 60 75 108 136 23 33 15 64 33 127 136 60 94 58 101 77 57 0 97 14 31 30 127 12 105 31 108
split_gain=2.17775 6.81174 6.21937 5.50793 6.05318 5.44838 6.29615 5.37654 5.13458 4.79067 6.27353 5.38255 4.7057 4.58425 4.2141 6.92792 6.99299 4.11174 4.00794 5.53613 5.75236 4.63461 5.05032 3.95687 5.20656 3.94381 6.66037 4.1189 4.09324 3.91729
threshold=328.12422180175787 1011.8500061035157 0.38494317233562475 0.69233888387680065 0.92045772075653087 0.70708280801773082 0 4.9549999237060556 9.4499998092651385 1.0850000381469729 23.035000801086429 10.449999809265138 -1.0000000180025095e-35 1 0.29367391765117651 -0.86094522476196278 197.57899475097659 0.8873419761657716 9.5950002670288104 317.05404663085943 352.50000000000006 -0.38103245198726649 2.8149999380111699 1016.7500000000001 1013.3500061035157 0.71322327852249157 1.0649999976158144 -0.47074259817600245 1017.1499938964845 0.76151964068412792
decision_type=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 2
left_child=-1 3 7 4 8 6 9 23 -2 -4 -11 -12 29 -10 15 16 -9 -8 -15 -20 21 22 -21 24 -3 26 -16 28 -27 -7
right_child=1 2 5 -5 -6 12 17 14 13 10 11 -13 -14 18 25 -17 -18 -19 19 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=3.1583107120765796e-06 0.0088104092121983942 -0.0084897526802542884 0.0040903239950887569 0.0050094763474353692 -0.025032776772208949 -0.0038364027183084497 0.0011982075303156588 -0.0091220199993318502 0.0012612657931943736 -0.0060608347542372709 -0.018597197612481461 0.0045017678641684827 0.00072614334726079158 -0.012651543850429098 -0.01517477700531128 -0.014950490624601529 0.027575236204124633 -0.011917794488310334 -0.0025464623830577988 -0.015789205074885532 0.0084463442436645969 -0.025854762540778745 -0.0010296490513673514 -0.0064668400107022322 0.01265120713931063 -0.017904511013378699 0.0074022545846698642 0.00078629779555530364 -0.0017024186657621497 0.0095229688841578508
leaf_weight=1311950 78 39 181 181 34 69 1649 34 308 1229 28 254 6417 173 42 220 21 62 921 136 37 53 101 79 115 105 147 104 62 268
leaf_count=1311950 78 39 181 181 34 69 1649 34 308 1229 28 254 6417 173 42 220 21 62 921 136 37 53 101 79 115 105 147 104 62 268
internal_value=-3.25829e-06 -0.000643576 -0.00015837 -0.00331317 -0.00413142 0.000206592 -0.00142485 -0.00398784 -0.00373815 -0.00357561 -0.00451756 0.00220825 0.00102859 -0.00430425 -0.0060859 -0.0109825 0.00488966 0.000718734 -0.00548087 -0.00453077 -0.0101196 -0.0124884 -0.00949927 0.00263051 0.00729733 -0.0031586 0.00238514 -0.0070249 -0.0118894 0.00678767
internal_weight=1.3251e+06 13147 11125 2022 1841 10157 3403 968 1807 1692 1511 282 6754 1729 735 275 55 1711 1421 1248 327 290 237 233 154 460 189 271 167 337
internal_count=1325097 13147 11125 2022 1841 10157 3403 968 1807 1692 1511 282 6754 1729 735 275 55 1711 1421 1248 327 290 237 233 154 460 189 271 167 337
cat_boundaries=0 1 2
cat_threshold=1825 3584
is_linear=0
shrinkage=0.05


Tree=475
num_leaves=31
num_cat=1
split_feature=12 14 64 52 35 28 36 77 14 83 92 67 16 32 39 22 78 87 136 34 31 28 134 3 31 13 93 111 38 54
split_gain=2.2989 6.46009 10.0421 6.48634 8.39459 7.67727 6.02592 5.82744 5.00598 9.10533 8.9033 6.48927 8.83736 6.4572 7.90904 7.20672 7.7938 7.39716 6.67199 7.57794 6.66279 12.6469 10.4801 8.62724 8.16536 8.41768 9.20193 7.7551 7.46297 6.74347
threshold=2.1350001096725468 2.2250000238418584 10.034999847412111 9.9749999046325701 18.349999427795414 1011.7500000000001 18.750000000000004 10.50500011444092 1.8849999904632571 286.70805358886724 0.81421884894371044 10.875000000000002 8.0099999904632586 11.84999990463257 12.050000190734865 10.315000057220461 6.6349999904632577 0.68998026847839367 0 15.34999990463257 1010.5499877929689 1013.5499877929689 1015.7500000000001 272.50000000000006 1012.1499938964845 1.3450000286102297 -0.71302974224090565 -0.66553679108619679 12.550000190734865 14.585000038146974
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=8 2 -2 4 5 7 -7 -4 11 -10 -11 -1 -13 15 18 16 17 -14 -15 -20 22 24 29 -23 28 26 -26 -24 -22 -16
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 -12 12 13 14 20 -17 -18 -19 19 -21 21 23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.935218077913929e-05 0.0001064588219729452 -2.4460208054878104e-06 0.0048878179354740828 0.0005635319842677755 -0.013769322144798936 0.0028967137821269669 0.016945589170488832 -0.00097959385202997821 1.5770072935728749e-05 -0.00062750529981144389 -0.0031770316000405614 0.0046996179419473687 -0.0017053601217052268 0.00072604091492597684 -0.0044244506670053406 -0.016440050529594633 0.00015980319919017575 0.0033889682371827422 -0.0041981284942145839 -0.026003776504317434 0.016922983811650007 -0.00092152997612636976 -0.021937069753039398 0.0011570083231332866 0.021056478387055298 0.0034690353476701389 0.0047597249403096191 0.0030735283801926003 -0.00078849895169604402 0.011584424134343864
leaf_weight=671273 53125 383385 514 13329 82 8738 77 2395 86151 59880 3632 1271 818 884 2016 56 5491 5529 1412 41 62 10759 32 9314 150 2777 205 986 1461 68
leaf_count=671273 53125 383385 514 13329 82 8738 77 2395 86151 59880 3632 1271 818 884 2016 56 5491 5529 1412 41 62 10759 32 9314 150 2777 205 986 1461 68
internal_value=-8.02304e-06 8.206e-05 0.000496044 0.00131946 0.00217291 0.00228442 0.00301943 5.71369e-05 -5.61405e-05 -0.000319086 -0.000773303 -1.07061e-06 0.000591964 0.000467839 7.88384e-05 0.00145447 0.00153912 0.00273241 -0.00271495 -0.00478053 0.000313444 0.000587455 -0.00187087 4.2925e-05 0.00293554 0.00439583 0.0116457 0.00228734 -6.748e-05 -0.00390209
internal_weight=1.32591e+06 461645 78260 25135 11806 11724 8815 2909 864268 149663 63512 714605 43332 42061 30167 11894 11838 6347 2337 1453 27830 24728 3102 20073 4655 3132 355 1018 1523 2084
internal_count=1325913 461645 78260 25135 11806 11724 8815 2909 864268 149663 63512 714605 43332 42061 30167 11894 11838 6347 2337 1453 27830 24728 3102 20073 4655 3132 355 1018 1523 2084
cat_boundaries=0 1
cat_threshold=580
is_linear=0
shrinkage=0.05


Tree=476
num_leaves=31
num_cat=0
split_feature=89 93 2 103 92 60 101 76 12 67 61 120 127 61 122 67 6 92 123 67 59 60 4 103 0 67 99 94 21 94
split_gain=2.31431 4.60686 6.70489 5.33881 5.71294 5.64686 6.05307 4.9663 4.81831 5.26967 4.71021 4.70773 4.67976 4.65665 4.55856 8.15 5.64215 4.84087 6.89925 4.51557 4.28156 5.21886 4.15493 6.11272 4.12823 4.11168 4.43573 4.07701 4.00923 4.37399
threshold=0.12824647873640063 0.5099012851715089 347.50000000000006 -0.79590049386024464 -0.10608715936541556 0.30068388581275945 0.91024085879325878 22.195000648498539 2.3149999380111699 15.585000038146974 0.47632919251918798 0.64942333102226268 0.63605400919914257 0.21917565912008288 -0.76037701964378346 11.815000057220461 9.6500000953674334 0.66738936305046093 -0.71322327852249134 4.4349999427795419 203.54548645019534 0.43804612755775457 5.1499998569488534 0.97421815991401683 275.50000000000006 0.54500001668930065 -0.94826388359069813 -0.63593032956123341 6.5650000572204599 -0.2367921099066734
decision_type=2 2 2 2 2 2 2 2 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 8 -3 13 10 7 12 9 -2 -6 14 20 -5 15 16 -10 -16 19 -19 -7 27 24 -24 -15 26 -4 -22 -20 -30
right_child=1 3 25 4 5 6 -8 -9 11 -11 -12 -13 -14 22 17 -17 -18 18 28 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=2.2660813147653116e-06 -0.00078317461413643862 -0.011536895753604106 0.032316683786242112 -0.0044109424465646353 -0.0068439200759625235 -0.021089939952071292 0.0061354398917778524 -0.0075051429490578542 0.025702467040074145 0.0028091714630949227 0.015591534277579436 -0.010307051505469069 0.0042597594283938561 0.0018753021432058815 0.00034579998289700601 -0.0016022695514055789 0.0047346819988028574 -0.029095887057483196 0.0061596409668180788 0.0020107404594974861 -0.013098682128988647 -0.018061756097325465 0.00567423146529522 -0.016387137493108061 -0.0068405483226016061 0.0027980044091788117 0.0074958595292021826 0.0066291751597370762 0.034644243108301324 0.010049933946841824
leaf_weight=1296857 20633 143 24 375 927 36 233 354 77 1074 24 79 299 399 1840 107 55 20 234 28 34 41 647 33 206 871 72 114 29 48
leaf_count=1296857 20633 143 24 375 927 36 233 354 77 1074 24 79 299 399 1840 107 55 20 234 28 34 41 647 33 206 871 72 114 29 48
internal_value=-7.62162e-06 -0.000448939 -0.000202332 -0.00205626 -0.00169201 -0.00344962 -0.0010288 -0.00293001 -0.000365311 -0.000605436 -0.00627773 0.00170556 0.000160819 0.00049123 0.00209481 0.00865295 0.0169659 0.00138203 0.00669309 -0.0109504 -0.00528622 -0.00227599 0.00192182 0.00460361 -0.00109241 0.00388042 0.0137011 0.0020971 0.00941619 0.0193127
internal_weight=1.32591e+06 29056 25191 3865 3722 2062 1111 878 24224 21707 951 2517 524 1660 2438 239 132 2199 359 48 225 189 1285 680 605 967 96 148 311 77
internal_count=1325913 29056 25191 3865 3722 2062 1111 878 24224 21707 951 2517 524 1660 2438 239 132 2199 359 48 225 189 1285 680 605 967 96 148 311 77
is_linear=0
shrinkage=0.05


Tree=477
num_leaves=31
num_cat=1
split_feature=12 71 15 20 69 134 30 52 32 55 136 123 75 34 11 92 59 35 20 8 56 71 54 31 57 87 124 84 65 36
split_gain=2.0972 7.1058 7.97848 8.54328 7.56416 7.94646 6.59327 6.54359 9.09932 8.51886 9.18992 8.72442 8.91153 6.47558 6.43886 8.55649 6.18777 9.09532 8.89331 5.74001 5.72353 6.286 5.7215 6.23428 7.10416 7.91016 6.29878 8.76765 5.59653 5.50428
threshold=2.4650000333786015 294.20205688476568 2.995000004768372 6.0950000286102304 318.16641235351568 1015.7500000000001 1015.1499938964845 34.844999313354499 3.0499999523162846 1.735000014305115 0 -0.47714059054851526 0.91797664761543285 9.3499999046325701 14.650000095367433 0.52666121721267711 246.16251373291018 13.949999809265138 7.3150000572204599 14.449999809265138 285.04017639160162 272.55487060546881 20.695000648498539 1018.3500061035157 285.99430847167974 0.82878133654594432 0.99140709638595592 0.91776296496391307 77.33499908447267 11.050000190734865
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 20 3 4 -3 -6 7 8 19 10 13 12 16 -10 15 28 17 -11 -19 -4 21 -2 23 24 25 -5 -27 -28 -14 -25
right_child=1 2 6 22 5 -7 -8 -9 9 11 -12 -13 14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 29 -26 26 27 -29 -30 -31
leaf_value=-4.2965250828807207e-05 -4.6726223701439018e-05 0.00028029124305782024 -0.0084882356855462519 0.0042681461164352117 -0.0027691912630929331 -0.018090802129734768 0.00048261078367291293 0.00065232835944893197 0.0075606900566533479 -0.00076224977074939226 0.0041695694037788894 -0.00033458627724552547 -0.0042482776585704004 -0.0043831568224724443 0.0003199095631703392 -0.018809196690870944 -0.0030771293397356047 0.0036939044866861927 0.031327998973817259 -0.032240385867771691 -0.00061488838993587847 0.0008200375233474856 0.00039791872508939693 -0.0020264319027038561 0.0029806697632803786 0.00025830682327509239 0.0087732693308027587 -0.016714743281890817 -0.023549547048640394 0.0011909510536366661
leaf_weight=1002388 166266 4708 124 1695 1722 89 28102 5899 135 468 1348 5171 355 712 174 208 4007 74 48 32 37323 23928 15409 1892 10028 8676 383 37 42 4470
leaf_count=1002388 166266 4708 124 1695 1722 89 28102 5899 135 468 1348 5171 355 712 174 208 4007 74 48 32 37323 23928 15409 1892 10028 8676 383 37 42 4470
internal_value=-7.24054e-06 0.000103447 0.000464171 0.000909599 -0.000776042 -0.00352216 -2.24676e-06 -0.000727121 -0.00135802 -0.00121108 0.00162285 -0.00180086 -0.00321123 -0.00245054 -0.00815644 -0.0105943 -0.00237322 0.00240739 0.0145663 -0.0133605 -4.87726e-05 6.23199e-05 0.00116761 0.00160395 0.00202255 0.00113217 0.0005478 0.0065279 -0.00629023 0.000234131
internal_weight=1.32591e+06 323525 96008 49109 6519 1811 46899 18797 12898 12742 2195 10547 5376 847 779 605 4597 590 122 156 227517 190194 42590 27181 20819 10791 9096 420 397 6362
internal_count=1325913 323525 96008 49109 6519 1811 46899 18797 12898 12742 2195 10547 5376 847 779 605 4597 590 122 156 227517 190194 42590 27181 20819 10791 9096 420 397 6362
cat_boundaries=0 1
cat_threshold=4228
is_linear=0
shrinkage=0.05


Tree=478
num_leaves=31
num_cat=1
split_feature=89 135 68 67 53 102 87 67 110 54 23 85 75 34 99 69 66 7 91 29 2 58 113 3 136 84 85 29 62 3
split_gain=2.0851 4.30453 3.89203 4.82193 7.67286 4.55341 4.75984 5.02096 6.33518 4.40064 4.79007 6.6516 8.67785 4.08899 4.28256 6.43739 5.26018 4.47366 4.04612 3.83345 3.69428 4.8413 6.18431 5.44484 5.42378 4.55449 5.93313 5.46454 4.90287 5.60359
threshold=0.12824647873640063 1021.0499877929689 291.23706054687506 11.97499990463257 40.895000457763679 -0.13956554979085919 0.82053819298744213 0.39499999582767492 0.0081325918436050432 5.805000066757203 8.2249999046325701 0.81110006570816051 0.76333218812942516 17.94999980926514 -0.77590516209602345 318.16641235351568 5.9049999713897714 1.9499999880790713 0.62745609879493724 1015.7500000000001 321.50000000000006 219.51524353027347 -0.8338540494441985 343.50000000000006 0 0.90138733386993419 0.89197024703025829 1018.0499877929689 0.4110023975372315 287.50000000000006
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 1 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -8 10 -4 19 -13 14 -5 16 -16 -18 20 -12 -7 23 -23 24 -22 26 27 28 29 -24
right_child=1 -3 9 13 -6 18 7 -9 -10 -11 11 12 -14 -15 15 -17 17 -19 -20 -21 21 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.5083573168445403e-06 -0.0014720666941677796 0.021196279820540679 0.00041774913266016045 0.0014989822453409045 0.028364660872400485 -0.0025349004714336808 0.012956399964114521 0.00044368111350585947 -0.0055767413136357117 -0.0024156797199818385 0.010815632708516777 0.039199576828854554 0.0049365988533411715 -0.0079209038046246863 0.032565489530097691 -0.011218967168561874 -0.0088036564454712259 0.013577739578534581 -0.0080946009238901107 -0.0078295126231387267 0.0081171418061213845 -0.0029882575864687501 0.02679712279509245 -0.015462426479706274 -0.0025335042458823906 -0.013617702886462213 0.028046108015945981 -0.0055363601927335068 0.02989366501224814 0.0047707832269209289
leaf_weight=1296857 4669 23 10963 514 22 5205 172 3585 63 1406 51 33 42 80 30 31 27 129 272 60 130 237 33 70 816 25 35 75 27 231
leaf_count=1296857 4669 23 10963 514 22 5205 172 3585 63 1406 51 33 42 80 30 31 27 129 272 60 130 237 33 70 816 25 35 75 27 231
internal_value=-6.87694e-06 -0.000425771 -0.0004429 -0.000948222 -0.00114282 -0.00118432 -0.000401145 0.000907791 0.00798794 0.000220318 0.000552743 0.00850941 0.0200123 0.00281111 0.00398561 0.00987561 0.0133914 0.00970404 -0.00211338 0.000737176 -0.00187705 0.000162339 0.00348599 -0.00200654 -0.00101086 0.00708786 0.00837873 0.00649797 0.0095996 0.00752408
internal_weight=1.32591e+06 29056 29033 16478 15667 15645 8489 3820 235 12555 11149 186 75 811 731 217 186 156 7156 111 6884 1679 663 1016 946 426 401 366 291 264
internal_count=1325913 29056 29033 16478 15667 15645 8489 3820 235 12555 11149 186 75 811 731 217 186 156 7156 111 6884 1679 663 1016 946 426 401 366 291 264
cat_boundaries=0 1
cat_threshold=4180
is_linear=0
shrinkage=0.05


Tree=479
num_leaves=31
num_cat=0
split_feature=105 71 84 36 87 31 55 39 40 75 15 103 8 32 110 18 92 117 5 93 64 84 52 82 61 36 53 63 29 67
split_gain=2.02911 4.13886 4.42727 4.02062 3.73254 4.31702 3.33256 6.61423 5.08333 3.71407 3.87696 4.22608 6.03312 4.39102 5.51572 4.34656 3.74354 3.73208 3.5696 3.7305 3.50952 3.49088 3.86144 3.41085 3.35622 3.33371 3.20905 3.11714 3.10319 3.34237
threshold=1.0000000180025095e-35 316.37182617187506 0.90630146861076366 15.34999990463257 0.90752995014190685 1016.5499877929689 1.9950000047683718 16.050000190734867 7.3500001430511483 0.8560919761657716 1.825000047683716 0.2172391936182976 11.449999809265138 14.550000190734865 0.84973600506782543 15.405000209808351 -0.4107599258422851 0.6755644977092744 8.1500000953674334 0.99583086371421825 3.4050000905990605 0.78499630093574535 1.6250000000000002 282.08346557617193 0.618492752313614 17.250000000000004 3.5049999952316289 0.35896688699722296 1007.2500000000001 35.864999771118171
decision_type=2 2 2 2 2 2 2 2 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 -3 -4 -6 7 8 18 10 11 12 -8 14 -13 17 -11 -14 19 -2 25 24 -23 -9 -12 26 -15 -22 29 -24
right_child=1 3 4 -5 5 -7 9 23 -10 16 21 13 15 20 -16 -17 -18 -19 -20 -21 27 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.2917158772174078e-07 9.4259281938811781e-05 0.0036248074639085972 -0.0044414421802888458 -0.013258539824872404 -0.031577844141672057 -0.0015881922096014024 -1.8330802283237937e-05 -0.0067384176989930796 0.012275006899582303 0.0087670890389497155 0.0035950429271073207 -0.0051014176159679785 -0.0099830697768733701 -0.01108622964238748 0.005128636418428356 0.0024454865348525348 0.00032807993218852971 0.012201220970600843 0.0039788905321657478 -0.014989233532443989 -0.030875306707565432 0.0077422414500615561 -0.0015355452319968169 0.011760743886784272 -0.00088490655084343768 -0.023156836554408075 0.0061715297764525397 -0.0122762593696654 -0.0039068614864307552 0.0064183332348439958
leaf_weight=1314349 878 751 219 37 30 20 1649 323 117 154 777 848 364 46 156 110 896 20 785 43 27 100 662 27 905 20 65 136 1234 165
leaf_count=1314349 878 751 219 37 30 20 1649 323 117 154 777 848 364 46 156 110 896 20 785 43 27 100 662 27 905 20 65 136 1234 165
internal_value=-6.53098e-06 -0.000665957 -0.000921752 0.00283206 -0.00725567 -0.019582 -0.000759591 0.000984288 0.00219299 -0.00121429 -0.00161504 -0.0028341 -0.00147039 -0.00508559 -0.00351189 -0.00631743 0.0015658 -0.00882764 0.00150155 -0.000609965 -0.0104597 -0.000523508 -0.00185301 -0.00531134 0.00118461 -0.00436606 -0.000980334 -0.0153571 -0.00231857 5.13834e-05
internal_weight=1.32591e+06 11564 10776 788 269 50 10507 2173 1823 8334 7284 3441 2143 1298 1004 494 1050 384 1706 921 294 3843 2161 350 1682 131 111 163 2061 827
internal_count=1325913 11564 10776 788 269 50 10507 2173 1823 8334 7284 3441 2143 1298 1004 494 1050 384 1706 921 294 3843 2161 350 1682 131 111 163 2061 827
is_linear=0
shrinkage=0.05


Tree=480
num_leaves=31
num_cat=0
split_feature=86 27 32 39 93 96 28 101 105 53 69 21 35 32 7 114 97 82 134 123 27 56 39 26 32 125 100 69 65 113
split_gain=2.22031 3.42067 3.26895 3.45143 2.93682 4.3382 3.40981 3.40841 3.01207 4.00261 4.07171 3.31375 4.29179 5.30534 3.73229 3.22651 3.0047 3.0401 2.8728 2.75471 2.93012 4.48099 2.79509 2.69036 2.5921 3.42988 2.57245 3.95879 3.12272 2.58718
threshold=0.92030453681945812 356.50000000000006 8.0500001907348651 13.150000095367433 0.99583086371421825 -0.91776087880134571 1008.1499938964845 -0.046708064153790467 -0.99987748265266407 0.064999999478459372 299.89106750488287 5.2550001144409189 14.34999990463257 11.150000095367433 10.34999990463257 -0.90255093574523915 -0.66383692622184742 293.02235412597662 1015.6499938964845 0.061046212911605842 267.50000000000006 217.24707794189456 16.849999427795414 352.50000000000006 14.750000000000002 0.026175950653851036 0.70439329743385326 279.57344055175787 3.1149998903274541 -0.58068084716796864
decision_type=2 2 2 2 2 2 2 2 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 -6 -8 -4 10 15 12 13 -11 -14 19 17 -15 -13 20 24 22 -22 26 25 -10 28 29 -7 -28
right_child=1 -3 4 -5 5 23 7 -9 9 11 -12 18 14 16 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.1516202208582861e-06 -0.015870364060558913 -0.014633252878080717 -0.0055475391833754058 0.0031808183425002627 0.013610400736352427 -0.012120492592267587 -0.011201453609745714 0.00089885949292030538 -0.022202748496617589 -0.010752469592262059 0.018000588687541692 -2.0659119911730807e-05 -0.0075789321026646693 0.0037231756916652906 0.0091168268247404042 -0.015030745506286622 0.020832797028124336 -0.0047112256923588954 -0.0079808506159790103 0.013080210398766213 0.0084377148732032361 0.00098329724888718425 0.028068890759721399 0.0071633571674200626 0.002324199140213935 0.0037535099312663079 -0.021223879810422661 -0.035167441998297973 0.0050327132909725875 -9.103274995660675e-05
leaf_weight=1315145 70 44 274 36 38 83 79 221 35 100 46 7870 477 339 36 25 20 156 115 64 66 267 25 22 59 20 30 24 39 28
leaf_count=1315145 70 44 274 36 38 83 79 221 35 100 46 7870 477 339 36 25 20 156 115 64 66 267 25 22 59 20 30 24 39 28
internal_value=-3.68681e-06 -0.000720757 -0.000663353 -0.00940015 -0.000575638 -0.00408597 -0.000500212 -0.00228756 -0.000377536 -0.000231797 0.00369958 -0.000493659 -0.00303043 -0.000213635 -0.0064073 0.00252695 0.00183274 0.00106506 -0.000135302 0.00334587 0.00202596 0.00424903 0.0138309 -0.00944874 -0.00495525 -0.0127641 -0.0112402 -0.0180888 -0.00663709 -0.0110218
internal_weight=1.32585e+06 10708 10664 106 10558 564 338 300 9994 9720 607 9113 1128 615 513 561 515 495 7985 536 472 358 91 226 114 55 204 82 122 58
internal_count=1325853 10708 10664 106 10558 564 338 300 9994 9720 607 9113 1128 615 513 561 515 495 7985 536 472 358 91 226 114 55 204 82 122 58
is_linear=0
shrinkage=0.05


Tree=481
num_leaves=31
num_cat=0
split_feature=54 88 35 80 52 55 71 56 60 31 93 26 66 39 100 60 74 122 31 39 55 105 98 23 38 30 131 60 53 76
split_gain=2.22262 5.80923 5.19322 4.52401 4.03469 10.929 8.93537 8.23852 14.7041 12.8942 11.8812 7.91837 7.30709 7.87268 8.16979 7.11096 6.83406 6.90152 6.72774 6.52016 6.29294 6.13843 9.90067 6.13174 7.53063 7.26832 6.08805 6.08778 6.07743 6.35556
threshold=28.064999580383304 -0.67659214138984669 20.349999427795414 330.27830505371099 7.1949999332427987 3.7949999570846562 298.09904479980474 279.03861999511724 0.34873934090137487 1017.6499938964845 0.19167125225067141 329.50000000000006 20.404999732971195 14.949999809265138 0.11662914231419565 0.7342871129512788 0.83603575825691234 0.72534674406051647 1018.7500000000001 18.550000190734867 1.2549999952316286 -0.68295589089393605 -0.45668251812458033 7.9449999332427987 14.34999990463257 1020.2500000000001 336.50000000000006 0.37490844726562506 1.6649999618530276 26.394999504089359
decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 -1 10 12 28 23 13 14 -10 18 20 19 -8 21 -14 -18 -23 24 25 -11 -7 -24 29 -9
right_child=1 -3 -4 -5 5 26 15 8 9 11 -12 -13 16 -15 -16 -17 17 -19 -20 -21 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.11375794924777e-05 -0.00028593274820269855 0.0010273200883780345 -0.015984342683036373 -0.0031070113749320284 0.00072150666007356245 7.5341251919504811e-05 0.0056916851784556141 -0.00023838456317964012 -0.0014405914139954575 -0.0021534692872317881 -0.0026737071058182561 -0.004823504423405069 0.0043867955231689853 -0.00027895418491028667 0.0018567906932154144 -0.00010239705146945273 -0.0015145199286511844 0.0074906118825599005 0.00090203947990416967 0.016883972873064604 -0.0039098079278477599 0.003810321657458933 0.011083788024459749 -0.0024144231288749582 0.0015181298588414665 2.432325117700186e-05 0.0031212988753092823 -0.0082871983844253587 -0.0016565019387258522 0.0035365815907294224
leaf_weight=958781 93762 8493 53 1443 12265 155226 2627 6951 2110 6422 11540 1238 256 9268 17122 1186 3956 303 1017 55 2132 1455 47 4408 4235 9497 1658 296 6723 1328
leaf_count=958781 93762 8493 53 1443 12265 155226 2627 6951 2110 6422 11540 1238 256 9268 17122 1186 3956 303 1017 55 2132 1455 47 4408 4235 9497 1658 296 6723 1328
internal_value=-3.50247e-06 -0.000225686 -0.000337402 -0.000328691 1.53599e-05 0.000238347 0.00143886 -2.16538e-05 -0.000480873 -6.38617e-05 -0.00146755 -0.000921844 0.000534407 0.000918139 0.00149503 0.00326045 -0.000752225 0.000133962 0.00435495 -0.000249764 -0.00302039 -0.000413538 0.00200887 -0.000725188 -0.000355726 -0.000854236 0.000107532 -0.00563286 -0.000539734 0.000367142
internal_weight=1.32585e+06 103751 95258 95205 1.2221e+06 173979 17095 1.04812e+06 89342 62800 26542 25800 37000 28500 19232 4830 8500 6112 3644 5809 2388 5754 1798 24562 20154 15919 156884 343 15002 8279
internal_count=1325853 103751 95258 95205 1222102 173979 17095 1048123 89342 62800 26542 25800 37000 28500 19232 4830 8500 6112 3644 5809 2388 5754 1798 24562 20154 15919 156884 343 15002 8279
is_linear=0
shrinkage=0.05


Tree=482
num_leaves=31
num_cat=1
split_feature=86 27 34 39 27 84 8 62 102 65 112 74 28 98 89 63 62 20 99 11 19 4 89 90 88 91 136 28 36 108
split_gain=2.02732 3.07058 2.97092 3.86469 2.3081 6.73864 2.92946 2.41037 3.13451 4.17199 3.22935 3.25028 2.83611 4.45436 2.81605 2.73913 2.53707 5.42664 3.48701 3.37494 3.04594 4.04187 2.80284 2.46474 2.65468 2.86853 2.48975 4.2126 3.85883 3.47106
threshold=0.92030453681945812 356.50000000000006 6.7500000000000009 13.150000095367433 344.50000000000006 0.90525010228157055 7.5499999523162851 0.29302285611629492 0.67140620946884166 12.824999809265138 -0.41467745602130884 0.37895812094211584 1008.3500061035157 -0.99625194072723378 -0.89239236712455738 0.25914880633354193 0.32376697659492498 6.1949999332427987 -0.77318266034126271 2.4500000476837163 8.0099999904632586 8.9499998092651385 -0.86521992087364186 0.30506828427314764 -0.76495158672332753 -0.33675171434879297 0 1013.0499877929689 11.050000190734865 0.76151964068412792
decision_type=2 2 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 -2 7 -6 -7 8 9 10 11 -4 13 -13 -10 -16 17 19 -19 -9 21 -21 -20 26 -25 -26 -18 28 -28 -29
right_child=1 -3 4 -5 5 6 -8 16 14 -11 -12 12 -14 -15 15 -17 23 18 22 20 -22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=2.251577973724661e-06 -0.018139878229272585 -0.013869879648766735 -0.022611850611865519 0.0030096330007331239 -0.0081744644629697383 0.028308900224941747 0.0082583169012130902 0.013841469787262582 -0.014999319491691369 0.011587921688172582 0.017632945049554111 0.024349820502102378 -0.0030627558691542524 -0.0019731715073188147 -0.01504007719437747 -0.00036640170826541109 2.5085588599312175e-05 0.0052781128686140572 0.0089801608584821231 -0.004027310772499907 -0.0089986905777970187 0.011802694622019771 0.032079638139914789 0.019654871487329084 -0.012362033704465087 0.012393198616802693 -0.011071153547095163 -0.0045418486029977761 0.0010740440655779189 0.00021146735732869833
leaf_weight=1315145 54 44 20 36 52 27 56 37 86 58 20 25 809 45 42 131 5431 85 24 109 104 64 29 31 22 25 69 1388 1254 531
leaf_count=1315145 54 44 20 36 52 27 56 37 86 58 20 25 809 45 42 131 5431 85 24 109 104 64 29 31 22 25 69 1388 1254 531
internal_value=-3.32735e-06 -0.000688525 -0.000634138 -0.00968007 -0.000557144 0.00593877 0.0147808 -0.000641151 -0.00271434 -0.00141791 -0.00223873 -0.00268082 -0.00222732 0.0074279 -0.00760472 -0.0039288 -0.000362714 0.00329013 0.0115542 -0.000341828 -0.00223635 0.00182888 0.0216195 -0.000551388 0.008297 0.000805643 -0.000630966 -0.00172474 0.000440621 -0.00322657
internal_weight=1.32585e+06 10708 10664 90 10574 135 83 10439 1236 977 919 899 879 70 259 173 9203 452 138 314 277 173 53 8751 78 47 8673 3242 1323 1919
internal_count=1325853 10708 10664 90 10574 135 83 10439 1236 977 919 899 879 70 259 173 9203 452 138 314 277 173 53 8751 78 47 8673 3242 1323 1919
cat_boundaries=0 1
cat_threshold=2150
is_linear=0
shrinkage=0.05


Tree=483
num_leaves=31
num_cat=1
split_feature=54 91 81 35 28 12 18 82 11 56 136 108 4 29 43 20 107 11 7 56 125 52 55 60 78 56 56 60 31 93
split_gain=2.00853 5.3184 5.53752 4.32909 4.04403 6.81061 8.12118 4.09562 4.67956 3.71444 5.58547 5.11665 3.71858 4.41016 3.66004 3.72424 4.90364 4.90168 5.23157 3.92672 3.77592 3.64677 9.55725 7.63153 8.18245 8.33462 7.20809 13.4165 11.817 10.5643
threshold=28.064999580383304 -0.82010215520858754 318.06924438476568 20.349999427795414 1016.7500000000001 2.2250000238418584 14.039999961853029 333.49911499023443 15.650000095367433 295.10978698730474 0 -0.055648451671004288 0.15000000223517421 1020.1499938964845 8.9499998092651385 9.5650000572204608 -0.6600830852985381 4.6499998569488534 11.050000190734865 298.97006225585943 0.26722820103168493 7.2950000762939462 5.0450000762939462 0.69233888387680065 1.075000047683716 234.88694763183597 279.03861999511724 0.34873934090137487 1017.6499938964845 0.19167125225067141
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=21 2 3 9 5 6 -4 -6 -9 10 -2 -11 -12 -14 -3 16 17 19 20 -16 -19 26 23 24 -23 -26 -1 29 -29 -28
right_child=1 14 4 -5 7 -7 -8 8 -10 11 12 -13 13 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=1.9971359938347555e-05 -0.00076715856883951996 0.00048699928903288292 -0.023443155209233443 -0.017182727813058973 -0.00046710117382155235 -0.0027614271442459597 -0.004270319210103052 -0.0042649938224566097 -0.02376928845256129 -0.0029076486743029916 -0.0024443313482529015 -0.00056229382298131857 0.0008768948675477548 -0.0003689779823716777 -0.011725637649565385 0.0025200569867388622 0.00042854235767216767 -0.01296881580092304 -0.026612189071702548 -0.039839735726380478 0.0026777304690055186 -0.0026288250169127312 7.1413636236366843e-05 -1.2547558672946111e-05 -0.0004366135705408365 0.0025994897231365684 -0.00051643614775397843 0.00051713493867890732 -0.0008685603309126329 -0.0025270879478871918
leaf_weight=960266 18125 25816 93 38 3120 1413 136 322 34 2645 1164 19249 19994 11017 27 178 167 64 29 23 97 993 145887 9495 2755 12592 15021 37388 26144 11561
leaf_count=960266 18125 25816 93 38 3120 1413 136 322 34 2645 1164 19249 19994 11017 27 178 167 64 29 23 97 993 145887 9495 2755 12592 15021 37388 26144 11561
internal_value=-3.16097e-06 -0.000214373 -0.000423516 -0.000310905 -0.00201284 -0.00405778 -0.0120567 -0.00104685 -0.00612776 -0.000302024 -6.54079e-05 -0.000845635 0.000330042 0.000434285 0.000398378 -0.00351246 -0.00615076 -0.0107288 -0.00706325 -0.0246581 -0.00354201 1.477e-05 0.000228385 0.00111478 0.00176986 0.00205447 -2.01529e-05 -0.000447722 -5.30914e-05 -0.00139091
internal_weight=1.32585e+06 103751 77350 72232 5118 1642 229 3476 356 72194 50300 21894 32175 31011 26401 585 407 240 190 50 161 1.2221e+06 171722 25835 16340 15347 1.05038e+06 90114 63532 26582
internal_count=1325853 103751 77350 72232 5118 1642 229 3476 356 72194 50300 21894 32175 31011 26401 585 407 240 190 50 161 1222102 171722 25835 16340 15347 1050380 90114 63532 26582
cat_boundaries=0 1
cat_threshold=529
is_linear=0
shrinkage=0.05


Tree=484
num_leaves=31
num_cat=0
split_feature=91 116 111 75 16 56 16 63 130 62 132 12 55 67 92 4 32 39 65 114 22 31 116 31 64 12 39 72 61 93
split_gain=1.85855 6.58964 5.52462 8.29744 5.49219 7.23509 6.82605 10.0688 8.33932 9.88838 7.15859 6.53374 6.48414 6.09209 5.83638 6.26758 5.70385 8.35053 6.99002 5.47903 7.14121 6.98053 6.14636 5.6693 5.51916 8.5084 8.66203 7.91988 7.11488 6.72688
threshold=-0.88276275992393483 -0.026175950653851029 0.093614116311073317 0.63139528036117565 17.029999732971195 265.79911804199224 11.120000362396242 0.39738839864730841 153.50000000000003 0.79587560892105114 1018.0499877929689 3.8149999380111699 2.7250000238418584 52.82500076293946 0.45875366032123571 8.3499999046325701 14.050000190734865 15.150000095367433 18.724999427795414 -0.9366365075111388 6.805000066757203 1017.0499877929689 0.63605400919914257 1018.5499877929689 5.9449999332427987 2.6149998903274541 18.250000000000004 0.74675861001014721 0.36096183955669409 -0.60750499367713917
decision_type=2 2 2 2 2 2 2 2 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 6 -6 7 11 12 10 14 -3 -8 -9 15 -10 17 -15 -18 -14 21 22 -21 24 -22 26 28 -28 29 -26
right_child=-2 4 3 -5 5 -7 8 13 9 -11 -12 -13 19 16 -16 -17 18 -19 -20 20 23 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00022245881504402948 2.9612534345563169e-05 -0.00040909838836692661 -0.0024537802311098925 -0.00041680414902354633 0.0043826494881665087 0.00058310686009610828 0.0009995514895210346 0.00079080724794691997 -0.0052208785348811073 9.1550508948767932e-06 -0.00090755423707314918 0.0064047653798151652 2.3830196533255037e-05 -0.0014624414359590302 0.00042296494889355706 -0.012417212901521153 0.017670220748654434 0.026540247664390199 -0.012721175673486013 0.0010562169801779588 0.00060082662942815808 -0.00062111952087150744 0.0055812717631917317 -0.00029882558648524423 0.013449859209880555 -0.00058467040348415236 -0.0042623411631211644 0.0066160336947078367 -0.0030519047311580367 -9.1605015246826969e-05
leaf_weight=35727 1017106 39217 8454 12234 1390 12704 10489 55139 1455 3170 1293 355 64640 1906 339 382 21 27 191 4052 3090 6193 921 21535 116 10543 258 476 11992 438
leaf_count=35727 1017106 39217 8454 12234 1390 12704 10489 55139 1455 3170 1293 355 64640 1906 339 382 21 27 191 4052 3090 6193 921 21535 116 10543 258 476 11992 438
internal_value=-3.00321e-06 -0.000110449 -0.000598976 -0.0012492 -1.22726e-06 0.000957831 -5.79645e-05 0.000265393 -0.000279486 -0.00200946 -0.00385409 -0.000347971 -0.000194247 0.000689107 -0.00560495 -0.00671734 -0.00192517 -0.0010713 -0.00971071 -0.000295023 -0.000640758 0.000499154 0.00189426 -0.000903477 -0.0013873 -0.00164518 -0.00248711 0.0027923 -0.00279598 0.00274379
internal_weight=1.32585e+06 308747 56415 20688 252332 14094 238238 96856 141382 6639 3469 39572 134743 57284 2176 1837 2145 1933 212 124254 59614 11166 4973 48448 26913 23823 13280 734 12546 554
internal_count=1325853 308747 56415 20688 252332 14094 238238 96856 141382 6639 3469 39572 134743 57284 2176 1837 2145 1933 212 124254 59614 11166 4973 48448 26913 23823 13280 734 12546 554
is_linear=0
shrinkage=0.05


Tree=485
num_leaves=31
num_cat=2
split_feature=90 31 13 56 136 84 92 65 9 3 95 35 114 68 6 91 6 2 82 105 30 96 136 31 87 4 89 74 19 39
split_gain=2.56366 3.71024 4.13394 6.25619 4.28129 3.11282 3.37816 3.38833 3.10307 2.91303 4.8521 3.95542 2.84989 4.71411 3.80843 3.50191 4.0773 3.97429 2.80496 2.9875 2.98692 2.78884 4.23139 3.59703 2.78666 2.76168 2.95881 3.17396 3.08458 2.70985
threshold=0.93039727210998546 1014.4500122070314 2.7949999570846562 331.00634765625006 0 0.84836822748184215 -0.49011281132698054 0.33500000834465032 11.84999990463257 333.50000000000006 0.9062655270099641 12.050000190734865 -0.43049471080303187 261.92204284667974 7.4500000476837167 -0.88501450419425953 0.75000000000000011 330.50000000000006 313.92292785644537 -0.65264609456062306 1009.6499938964845 -0.98756718635559071 1 1015.9500122070314 0.89589449763298046 3.2500000000000004 0.069476481527090087 0.52091389894485485 10.405000209808351 12.449999809265138
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -3 21 -7 11 -11 15 -14 -15 -6 -17 18 20 -20 -18 23 -23 -8 -4 26 27 -9 -29 -27
right_child=1 5 24 -5 12 9 8 25 -10 10 -12 -13 13 14 -16 16 17 -19 19 -21 -22 22 -24 -25 -26 29 -28 28 -30 -31
leaf_value=2.0673993933664134e-06 -0.0096416162326931967 0.018451532721519472 0.0007023682578777274 -0.027165609883765381 -0.0096032349520274226 -0.0043050303287476962 0.029442892490293495 -0.0021891633404955042 0.01861648173316529 -0.0068509634343847147 -0.014841330187794353 0.014080451480505697 -0.0029259683787822722 0.033110130121487946 0.0047196911854876416 -0.015163627409554542 -0.012004780958787624 -0.012585630022490827 0.023781229036727122 0.0029794497922476797 0.002105862319223788 0.0098533007835524267 -0.0017640234898932822 0.0054578303945837202 0.018953889562619914 0.0013448732759570705 -0.012546224848899459 0.022076548830731416 -0.0013381784231486645 -0.011451867451636583
leaf_weight=1322996 243 20 75 30 168 501 22 66 38 31 28 83 75 21 27 47 44 52 28 45 254 103 251 54 29 64 28 39 22 117
leaf_count=1322996 243 20 75 30 168 501 22 66 38 31 28 83 75 21 27 47 44 52 28 45 254 103 251 54 29 64 28 39 22 117
internal_value=-1.01805e-06 -0.00156802 -0.00371047 -0.00466621 -0.00399391 9.39511e-05 0.00212853 -0.00154213 0.00492074 -0.00251334 0.00380803 0.00838858 -0.00203704 0.00490485 0.0171405 -0.0034073 -0.00119258 0.000359753 0.0021742 0.0109582 2.24116e-05 0.00371042 0.00184467 0.0124009 0.00579173 -0.00273223 0.00216623 0.00540993 0.0136319 -0.00692705
internal_weight=1.3256e+06 2605 1138 1034 1004 1467 824 356 468 643 142 114 761 123 48 638 470 423 371 73 298 430 354 76 104 336 155 127 61 181
internal_count=1325601 2605 1138 1034 1004 1467 824 356 468 643 142 114 761 123 48 638 470 423 371 73 298 430 354 76 104 336 155 127 61 181
cat_boundaries=0 1 2
cat_threshold=1554 18
is_linear=0
shrinkage=0.05


Tree=486
num_leaves=31
num_cat=1
split_feature=90 28 114 17 136 28 52 31 121 9 4 113 9 79 73 75 104 30 32 4 95 33 86 55 1 85 97 92 56 4
split_gain=2.31463 3.45199 3.80897 3.38371 3.68052 4.28146 3.30971 5.55397 3.42545 3.20348 4.34705 3.79238 3.34526 3.91841 3.18931 4.87434 3.87089 3.4718 3.10403 3.09514 3.06026 2.88093 2.86762 3.23413 2.79795 4.91468 2.85029 2.77576 2.69981 3.61147
threshold=0.93039727210998546 1015.6499938964845 -0.35019405186176294 10.405000209808351 0 1011.7500000000001 0.38499999046325689 1014.3500061035157 -0.58068084716796864 2.7500000000000004 2.7500000000000004 -0.99535831809043873 7.5499999523162851 18.265000343322757 0.43466153740882879 0.5488230586051942 -0.80862918496131886 1016.2500000000001 16.44999980926514 7.9500000476837167 0.98369738459587108 11.650000095367433 0.84677353501319896 1.3149999976158144 337.50000000000006 0.87366944551467907 -0.9260873794555663 0.64574524760246288 111.71417617797853 11.550000190734865
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 4 5 18 7 8 -6 10 21 -11 13 -13 17 22 -17 -14 -2 -19 28 -3 -16 -24 26 -26 -4 -7 -8 -30
right_child=1 9 24 -5 6 27 20 -9 -10 11 -12 12 14 -15 15 16 -18 19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=1.9640293503497142e-06 0.0082383264787495147 0.014955281394605453 0.012635372127738916 0.0024040484160393724 0.01011426866254104 -0.020036509427611832 -0.015708219303075779 0.018766838733461643 -0.011808581102867517 0.015315217212108628 0.020746085217688233 -0.0027826914792629313 0.027439270634204149 -0.017044734206449773 -0.020327061137487723 -0.011919980058194819 0.0058121253607814997 0.014912777324748595 -0.012597463948821481 -0.0026631893590092662 -0.019271789733320475 -0.00014645631778536432 -0.01538026314633696 0.011434870247136464 0.02840931432035107 -0.0017796981081898726 -0.0032309207925258357 -0.0042579723484310753 -0.0044911241386549087 0.0081825378891681472
leaf_weight=1322996 39 39 35 170 28 113 47 42 49 35 40 344 20 56 43 37 183 43 33 60 35 166 23 22 26 28 148 37 602 62
leaf_count=1322996 39 39 35 170 28 113 47 42 49 35 40 344 20 56 43 37 183 43 33 60 35 166 23 22 26 28 148 37 602 62
internal_value=-9.67735e-07 -0.00148992 -0.00305949 -0.00415573 -0.00518164 -0.0108452 -0.00356155 0.00414106 -0.00383664 0.000620747 0.00566852 -0.000807318 -0.00148637 -0.00477938 0.00156979 -0.00114826 0.00282991 0.00837596 -0.00131141 0.00467435 -0.00483799 0.00272656 -0.0110937 -0.00227064 0.00275474 0.0127558 -0.000196384 -0.0161445 -0.00412746 -0.00330774
internal_weight=1.3256e+06 2605 1494 1257 1087 222 865 119 77 1111 245 866 831 400 431 308 220 123 72 103 746 205 88 45 237 54 183 150 711 664
internal_count=1325601 2605 1494 1257 1087 222 865 119 77 1111 245 866 831 400 431 308 220 123 72 103 746 205 88 45 237 54 183 150 711 664
cat_boundaries=0 1
cat_threshold=3584
is_linear=0
shrinkage=0.05


Tree=487
num_leaves=31
num_cat=2
split_feature=65 53 67 87 100 64 40 136 54 12 60 67 0 38 83 71 28 120 63 38 26 63 0 116 136 34 29 25 32 85
split_gain=2.12018 8.35023 5.79066 6.17776 8.64513 5.96254 5.1628 5.99884 9.02209 7.05072 6.80762 6.58466 6.38558 5.59009 5.43873 8.48607 5.54296 5.35452 5.5188 5.30557 8.71933 5.02514 5.34601 6.31351 5.44964 4.92279 5.28245 4.88099 5.80711 4.83645
threshold=30.214999198913578 1.5649999976158144 17.914999961853031 0.75506615638732921 0.7615632712841035 16.57499980926514 2.4500000476837163 0 39.495000839233406 3.5649999380111699 0.79055556654930126 24.634999275207523 194.50000000000003 16.550000190734867 308.51107788085943 266.89241027832037 1012.0499877929689 0.41467745602130895 0.82218876481056224 10.650000095367433 331.50000000000006 0.66487225890159618 23.500000000000004 0.87032255530357372 1 11.750000000000002 1022.7500000000001 329.50000000000006 15.050000190734865 0.82808277010917675
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 1 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 7 8 12 10 11 -9 14 -8 15 -3 -16 -18 29 20 -14 22 23 -7 -24 26 -12 -13 -29 -19
right_child=1 6 3 4 -6 21 13 9 -10 -11 25 27 19 -15 16 -17 17 18 -20 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.615091975740381e-05 0.0030727873011241929 -0.0025420795731429455 -0.00046091208384154244 0.0013045306173233662 -0.0009225359674343717 0.001332204232929192 -0.0020358258210794364 2.3143470209229177e-06 -0.00056901364850997721 0.00028131176376100682 0.0018858988953230332 -0.0014574018217592905 0.0060677623641298807 0.011806279930562991 -0.019182750403082798 0.0067143052963436105 0.0016839789539402968 -0.028371161311540917 0.0098315168404951702 0.0085220217137020032 -0.0098129585385322571 0.00080272515452823223 0.00061317390979227261 0.022386165977352199 -0.001370636151467563 -0.00066194028079213528 -0.0011551177639546348 -0.0052172913092039305 -0.026615253114973064 -0.00068275816544579974
leaf_weight=1131718 1872 397 18076 28334 8819 3267 5083 9649 2917 30186 5515 23163 309 74 49 658 318 46 22 797 120 28300 5392 36 9646 8515 1927 337 35 24
leaf_count=1131718 1872 397 18076 28334 8819 3267 5083 9649 2917 30186 5515 23163 309 74 49 658 318 46 22 797 120 28300 5392 36 9646 8515 1927 337 35 24
internal_value=-9.19348e-07 -0.000232451 1.63505e-05 0.000377423 0.000558269 0.00073245 -0.000301092 -0.000207878 0.00136383 -0.000320092 -0.000689584 -0.00109767 0.00342651 -0.0018372 0.00125442 0.0032311 -0.00328892 -0.00138942 -0.0120127 0.00610884 0.0016256 0.000384915 -0.000259761 0.00156168 -0.000659828 0.000159077 0.00109847 -0.00154865 -0.00723054 -0.018878
internal_weight=1.3256e+06 92013 1.23359e+06 101870 83794 74975 90141 84984 5657 79327 49141 33184 2740 5157 1514 1055 459 410 92 1226 429 46641 18341 3303 15038 15957 7442 23535 372 70
internal_count=1325601 92013 1233588 101870 83794 74975 90141 84984 5657 79327 49141 33184 2740 5157 1514 1055 459 410 92 1226 429 46641 18341 3303 15038 15957 7442 23535 372 70
cat_boundaries=0 1 2
cat_threshold=16 4178
is_linear=0
shrinkage=0.05


Tree=488
num_leaves=31
num_cat=1
split_feature=90 28 114 136 19 13 67 21 87 91 92 9 4 113 123 73 0 15 84 79 2 4 20 61 52 127 1 119 97 53
split_gain=2.09287 3.11808 3.44174 3.07359 3.5351 3.31891 4.14291 3.18719 3.66993 3.10597 3.18357 2.89262 3.92384 3.42361 3.22451 3.45043 4.17614 3.02992 3.03612 3.5083 3.02316 2.83576 2.7984 2.77543 2.67633 2.66121 2.52452 4.25592 2.57119 2.41906
threshold=0.93039727210998546 1015.6499938964845 -0.35019405186176294 0 5.7200000286102304 1.0850000381469729 2.3149999380111699 7.5250000953674325 0.82737550139427196 -0.89367422461509693 1.0000000180025095e-35 2.7500000000000004 2.7500000000000004 -0.99535831809043873 -0.81408452987670887 0.44872823357582098 323.50000000000006 3.1350001096725468 0.90864086151123058 17.875000000000004 323.50000000000006 6.2500000000000009 5.4949998855590829 0.3772143423557282 3.7250000238418584 0.89490029215812694 337.50000000000006 0.95878320932388317 -0.9260873794555663 0.50499999523162853
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 4 -2 6 9 8 22 -6 -11 12 25 -13 -15 16 -16 18 19 -17 -18 -21 -5 -23 -7 -3 28 -28 -4 -24
right_child=1 11 26 7 5 24 -8 -9 -10 10 -12 13 -14 14 15 17 20 -19 -20 21 -22 23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=1.9141172273161673e-06 -0.02470996234343922 0.0003249912192560943 0.012002524337066072 -0.00059235572491211138 -0.017501314363575406 -0.010688486280157528 0.018935526260891216 0.012850711800690209 -0.00041249948496306481 -0.0074301573593402283 0.016660066476712625 0.014550899019730943 0.019710721564479172 -0.010639929324388505 0.00011151847771058481 -0.0013857670715093084 0.030727512957084747 0.01603286997193382 0.012353133353212014 -0.02097170648529478 0.0081865514067056434 -0.010293293677315844 0.0025963277156863893 0.0097068870948119612 -0.00017088252367669502 0.01691400800898139 0.02564445875052895 -0.0024485323291558486 -0.0030669486733795322 -0.015993470816562574
leaf_weight=1322996 27 177 35 73 28 282 26 35 527 32 24 35 40 85 150 324 21 21 29 46 51 82 21 22 77 28 28 26 148 105
leaf_count=1322996 27 177 35 73 28 282 26 35 527 32 24 35 40 85 150 324 21 21 29 46 51 82 21 22 77 28 28 26 148 105
internal_value=-8.73666e-07 -0.0014167 -0.00290843 -0.00395049 -0.00697652 -0.00610437 0.00149421 -0.00186206 -0.002597 -0.00390429 0.00289422 0.000589286 0.0053859 -0.000767722 -0.00141291 -0.000361575 0.0048627 -0.00257491 -0.00335178 -0.00431263 0.014761 -0.0106346 -0.00838208 -0.00606249 -0.00843262 0.00259081 0.00261841 0.0121182 -0.000184809 -0.0128952
internal_weight=1.3256e+06 2605 1494 1257 496 469 110 761 726 84 56 1111 245 866 831 746 222 524 503 474 72 150 199 104 359 205 237 54 183 126
internal_count=1325601 2605 1494 1257 496 469 110 761 726 84 56 1111 245 866 831 746 222 524 503 474 72 150 199 104 359 205 237 54 183 126
cat_boundaries=0 1
cat_threshold=3602
is_linear=0
shrinkage=0.05


Tree=489
num_leaves=31
num_cat=1
split_feature=65 53 67 83 100 39 35 125 120 78 38 70 114 30 2 107 21 57 80 136 116 132 16 21 81 53 39 12 32 38
split_gain=1.91467 7.54243 5.27775 5.90061 7.00551 6.82103 7.19228 6.77505 6.77204 6.74418 6.65954 6.57993 6.21309 5.2711 6.25233 6.23261 5.24262 5.19645 5.22554 5.10536 5.43935 5.42401 5.2467 5.01697 7.38545 4.87118 4.8688 6.75317 4.86839 7.99389
threshold=30.214999198913578 1.5649999976158144 19.214999198913578 288.09173583984381 0.6354997754096986 10.449999809265138 11.150000095367433 0.83385404944419872 -0.49240480363368982 8.4349999427795428 10.34999990463257 307.15318298339849 -0.95368063449859608 1012.3500061035157 146.50000000000003 -0.93684682250022877 6.9649999141693124 251.91343688964847 243.83065032958987 0 0.14780378341674807 1012.7500000000001 14.039999961853029 7.0650000572204599 270.39653015136724 1.5950000286102297 10.250000000000002 2.435000061988831 12.150000095367433 12.84999990463257
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=2 -2 -1 12 7 6 8 16 -6 -10 -9 -8 -4 14 15 -14 -5 -17 19 -19 21 -21 -22 24 -3 -26 -11 -28 29 -25
right_child=1 23 3 4 5 -7 11 10 9 26 -12 -13 13 -15 -16 17 -18 18 -20 20 22 -23 -24 28 25 -27 27 -29 -30 -31
leaf_value=-1.357462568682733e-05 0.0029204449644306511 0.0013074086269199174 0.00055866075638163419 0.0025544462007274062 -0.0060809521578386559 0.00022203281816165398 0.0077214857416325507 -0.002838461949110048 0.0092783188598211091 -9.1755003998191553e-06 0.00053243944437461469 -0.015111166827495821 0.0011952091804134622 -0.0014521549592546815 0.0026791668312875303 0.0023786865381239938 0.0010422069061812925 -0.00035842557256053685 0.00048820117368517113 0.0026643809179674738 -0.022690209507193606 -0.026682579815387727 -0.0049945612323650142 -0.00010830971982433932 -0.023695527345765955 -0.0020159186269787899 -0.022320495955035338 0.0016161079183547645 -0.00056893550604982131 0.0016861985386309444
leaf_weight=1142764 1872 2030 13711 8026 614 19473 38 1696 180 983 10766 186 993 11276 1942 191 20045 114 163 74 158 20 57 35032 26 7503 61 57 38008 7542
leaf_count=1142764 1872 2030 13711 8026 614 19473 38 1696 180 983 10766 186 993 11276 1942 191 20045 114 163 74 158 20 57 35032 26 7503 61 57 38008 7542
internal_value=-8.29983e-07 -0.000220855 1.55816e-05 0.000382431 0.000656347 -7.11224e-05 -0.00276513 0.00104387 -0.00176362 0.000305734 7.36809e-05 -0.0112378 -0.000210519 -0.000914164 0.000720101 -0.00142934 0.00147458 -0.00478349 -0.00711792 -0.0100489 -0.0131857 -0.00357965 -0.0179988 -0.000286092 -0.00136913 -0.00209079 -0.00116117 -0.0107579 -0.000157617 0.000209588
internal_weight=1.3256e+06 92013 1.23359e+06 90824 62125 21592 2119 40533 1895 1281 12462 224 28699 14988 3712 1770 28071 777 586 423 309 94 215 90141 9559 7529 1101 118 80582 42574
internal_count=1325601 92013 1233588 90824 62125 21592 2119 40533 1895 1281 12462 224 28699 14988 3712 1770 28071 777 586 423 309 94 215 90141 9559 7529 1101 118 80582 42574
cat_boundaries=0 1
cat_threshold=132
is_linear=0
shrinkage=0.05


Tree=490
num_leaves=31
num_cat=2
split_feature=123 92 136 33 37 64 10 35 29 109 28 34 91 109 58 126 11 59 80 35 13 94 30 28 35 119 71 136 31 125
split_gain=1.85696 6.1448 8.2844 6.15985 5.10521 7.23677 8.2635 7.7943 7.41959 6.82585 4.8894 4.83881 5.31315 4.82819 5.19252 4.78028 4.73832 5.40198 4.6682 4.60899 7.55645 5.06937 4.78601 4.70799 6.46899 7.57802 5.00243 4.76007 4.387 6.28645
threshold=0.31729258596897131 0.15817140787839892 0 8.7500000000000018 11.84999990463257 4.5650000572204599 4.2500000000000009 11.34999990463257 1026.7500000000002 0.80637148022651683 1009.2500000000001 12.449999809265138 -0.96027708053588856 0.77755317091941845 239.00013732910159 -0.66259482502937306 3.3500000238418584 237.57013702392581 313.29826354980474 12.650000095367433 1.075000047683716 -0.97057151794433583 1017.8500061035157 1021.2500000000001 15.949999809265138 -0.98624804615974415 277.67358398437506 1 1011.9500122070314 0.82409480214118969
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 1 2 2
left_child=-1 2 3 -2 11 6 9 8 -7 13 -8 -5 -13 16 -15 -9 -6 18 -18 20 -4 22 -22 28 25 -25 -26 -27 29 -21
right_child=1 -3 19 4 5 7 10 15 -10 -11 -12 12 -14 14 -16 -17 17 -19 -20 23 21 -23 -24 24 26 27 -28 -29 -30 -31
leaf_value=-2.5985010286593764e-05 0.0026125184988143968 -3.2581295660982532e-05 0.0041117939397368177 -0.0010981180953284176 -0.00098409933061360854 0.0017131888793103592 0.023776617890689522 -0.0003750726301747577 0.016787901971740335 -0.011161597778394435 0.0058286953404889513 6.7641849040476202e-05 -0.0080061804904250061 0.036513670748099684 0.0026264329870732931 -0.0039075434275486496 0.010891749342522024 -0.0017127908386138022 -0.0084428127083395216 -0.0009581122103762403 -0.0044900468347324916 0.0014081548341184187 0.00484867062240969 0.016532113578068674 -0.0040787715645319274 -0.0035582664555663295 -0.017551575412359487 0.00081435468213629069 0.0010910527773444034 0.0059174492860865633
leaf_weight=1105647 1580 157942 2569 7554 1064 985 40 2306 89 116 739 323 552 20 26 1638 289 196 35 5026 678 10944 172 64 258 1006 94 1602 21752 356
leaf_count=1105647 1580 157942 2569 7554 1064 985 40 2306 89 116 739 323 552 20 26 1638 289 196 35 5026 678 10944 172 64 258 1006 94 1602 21752 356
internal_value=4.13071e-07 0.000133072 0.00055457 -0.000365398 -0.000660211 0.000284748 0.00246801 -0.000813842 0.0029624 0.000557413 0.00675028 -0.00150584 -0.00502579 0.0013914 0.01736 -0.00184216 0.000927669 0.00483944 0.00880314 0.000917134 0.00165451 0.00111926 -0.00260033 0.000566256 -0.00130508 -0.00046572 -0.00767662 -0.000882845 0.000774811 -0.000503318
internal_weight=1.32566e+06 220015 62073 17552 15972 7543 2525 5018 1074 1746 779 8429 875 1630 46 3944 1584 520 324 44521 14363 11794 850 30158 3024 2672 352 2608 27134 5382
internal_count=1325662 220015 62073 17552 15972 7543 2525 5018 1074 1746 779 8429 875 1630 46 3944 1584 520 324 44521 14363 11794 850 30158 3024 2672 352 2608 27134 5382
cat_boundaries=0 1 2
cat_threshold=1156 2561
is_linear=0
shrinkage=0.05


Tree=491
num_leaves=31
num_cat=2
split_feature=15 69 12 121 31 136 102 93 19 33 107 23 81 83 27 85 14 75 56 12 3 95 13 33 136 54 92 103 55 1
split_gain=1.81876 5.67158 7.13017 6.63001 5.27678 5.18922 8.74966 8.23028 6.88974 4.96794 4.79446 5.2228 4.78171 4.7395 4.70416 4.42671 4.17789 4.91023 4.03188 3.90524 4.3944 3.83986 4.77097 3.83787 7.85015 5.97557 4.94773 3.89951 4.94526 3.86074
threshold=0.76499998569488536 274.09175109863287 1.1150000095367434 -0.44618082046508784 1016.3500061035157 0 0.037246210500597961 -0.30454362928867335 12.50999975204468 12.949999809265138 -0.60959655046463002 8.305000305175783 339.23129272460943 313.67692565917974 260.50000000000006 0.8074745535850526 0.6850000023841859 0.82096701860427868 290.52772521972662 0.72500002384185802 268.50000000000006 -0.58719485998153675 0.6850000023841859 13.150000095367433 1 0.53499999642372142 -0.85578683018684376 -0.015149396378546951 0.27500000596046453 8.5000000000000018
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 1 2 2 2 2 2
left_child=1 5 4 10 9 6 8 16 14 -3 11 -4 21 -11 -1 18 -7 -18 -16 -19 -21 -10 -23 24 25 27 -26 -6 -29 -28
right_child=-2 2 3 -5 23 7 -8 -9 12 13 -12 -13 -14 -15 15 -17 17 19 -20 20 -22 22 -24 -25 26 -27 29 28 -30 -31
leaf_value=-0.012142738698508947 -1.2247765912679491e-05 -0.0035454050946327701 0.004974331294982595 0.011944094097941206 -0.0031541927817606316 0.00261589802454222 0.00033762780849283438 -6.0598690634375432e-05 0.0001426473953019155 0.0035654390846930487 -0.018163273574856038 -0.016832687614630137 0.01918525779744544 0.022999759466620164 -0.0057625886873280616 0.0032009851446075897 0.00041227670890969369 -0.00031291259229158431 -0.025323771492445041 0.0082574864921514841 0.034112101048231126 -0.016493757028164791 -0.0022588661633902692 -0.0023686828130287116 -0.0045429057634945192 -0.0059797976971402442 0.033434617519378665 0.00076026330338208937 0.021146471502448798 0.010367554136408637
leaf_weight=313 1266667 256 516 305 85 4737 2781 38829 717 1597 26 29 28 32 445 140 5734 47 28 42 27 87 182 1313 53 312 20 60 59 195
leaf_count=313 1266667 256 516 305 85 4737 2781 38829 717 1597 26 29 28 32 445 140 5734 47 28 42 27 87 182 1313 53 312 20 60 59 195
internal_value=3.91383e-07 0.000271763 0.00190833 0.00599236 0.00100988 0.000124906 -0.00145712 0.000276285 -0.0040374 0.00292964 0.00281324 0.00381396 -0.00118995 0.00394721 -0.00715546 -0.00460894 0.0015121 0.000618313 -0.00692054 0.0108029 0.0183745 -0.00176855 -0.00686272 -0.000715801 0.00205235 -0.001598 0.00881148 0.00502525 0.0108677 0.0125133
internal_weight=1.32566e+06 58995 4858 876 3982 54137 4721 49416 1940 1885 571 545 1014 1629 926 613 10587 5850 473 116 69 986 269 2097 784 516 268 204 119 215
internal_count=1325662 58995 4858 876 3982 54137 4721 49416 1940 1885 571 545 1014 1629 926 613 10587 5850 473 116 69 986 269 2097 784 516 268 204 119 215
cat_boundaries=0 1 2
cat_threshold=405 6272
is_linear=0
shrinkage=0.05


Tree=492
num_leaves=31
num_cat=0
split_feature=124 93 4 31 78 18 122 41 5 60 4 120 99 27 85 34 30 39 90 59 100 28 29 104 60 86 38 38 35 81
split_gain=1.74028 5.1459 9.165 10.9229 6.59524 6.56733 5.70032 5.07662 5.26085 6.12155 5.24291 6.63584 6.75721 5.37881 5.37478 5.05029 4.88564 7.09132 6.42045 5.60379 4.77725 4.75091 5.24191 5.58377 4.85953 4.70772 6.97015 4.73463 5.36859 4.67932
threshold=0.93663650751113903 0.12304774299263956 5.1499998569488534 1017.5499877929689 6.1349999904632577 6.4600000381469735 0.89490029215812694 14.84999990463257 5.8500001430511483 0.5064392387866975 7.5499999523162851 -0.043617725372314446 -0.67925986647605885 318.50000000000006 0.86798429489135753 15.250000000000002 1016.7500000000001 11.150000095367433 -0.97863534092903126 188.61688995361331 0.52687686681747448 1009.0499877929689 1011.5499877929689 -0.32821704447269434 0.42726741731166845 0.87636432051658641 16.250000000000004 15.34999990463257 13.650000095367433 268.57131958007818
decision_type=2 2 2 2 2 2 2 2 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 7 5 -5 -2 8 9 16 -10 12 21 -14 -15 -13 29 19 -19 -18 -7 -12 23 24 -23 -6 27 28 -27 -4
right_child=1 -3 3 4 25 20 -8 -9 10 -11 11 15 13 14 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.9824183097492204e-05 -9.0649606261627156e-05 9.9329736506926946e-06 0.02178911074753041 0.018775440831310476 -0.0017754745174887851 0.00065438454452037783 0.0036189437345745148 -0.011141415305289646 0.00077818206738348343 0.00036534500729195837 0.018832274481293657 0.0094312539951055749 -0.0097685932407953913 0.008072515232254383 -0.0035258553722055334 0.031595089710478128 0.02468831772799604 -0.00032708182310064635 0.025410573622156381 -0.0060729211228981355 0.0076954330085561825 -0.015920034206758898 0.0058916845545039405 0.018699708633610739 0.0038128247627845177 0.00093923636592349092 0.024016826059151855 -0.018308376758519946 0.01547053902676063 0.005434156854211291
leaf_weight=1179120 19086 115711 46 65 2915 931 1095 59 1932 356 62 226 140 179 226 29 20 30 126 57 325 78 1059 23 52 691 36 29 70 888
leaf_count=1179120 19086 115711 46 65 2915 931 1095 59 1932 356 62 226 140 179 226 29 20 30 126 57 325 78 1059 23 52 691 36 29 70 888
internal_value=3.71814e-07 0.000162875 0.000736876 0.00192357 0.000241161 0.00327831 0.000110629 0.00344762 0.00360329 0.00610468 0.00265232 0.00439814 0.00333921 -0.00132012 0.00160034 0.0119518 0.00785549 0.0143327 0.020461 0.00191701 0.00247631 0.00533241 0.00464182 -0.00400917 -0.00802689 -0.000831301 0.00250074 0.00152026 0.00227589 0.00623965
internal_weight=1.32566e+06 146542 30831 10650 5062 1321 20181 5588 5529 1523 4006 2074 1819 545 405 255 1167 233 156 77 1256 1274 1212 153 130 3741 826 790 761 934
internal_count=1325662 146542 30831 10650 5062 1321 20181 5588 5529 1523 4006 2074 1819 545 405 255 1167 233 156 77 1256 1274 1212 153 130 3741 826 790 761 934
is_linear=0
shrinkage=0.05


Tree=493
num_leaves=31
num_cat=0
split_feature=94 59 88 89 88 20 76 54 70 86 26 55 93 54 122 52 2 100 7 61 53 59 98 28 86 66 75 115 21 18
split_gain=1.81383 6.02299 5.27652 5.39567 5.34986 5.15368 4.78651 4.75643 5.05958 4.33726 4.27186 3.96478 3.75226 3.83459 4.77674 5.5149 3.83021 3.68002 5.53759 6.15289 4.57963 4.47139 5.23822 4.07939 3.3896 4.56625 3.75216 3.28655 3.23871 3.50231
threshold=-0.99134069681167591 319.16423034667974 -0.96527764201164235 -0.34862308204174036 -0.20107986032962796 10.444999694824221 2.8750000000000004 0.25499999523162847 310.22390747070318 0.89861848950386058 348.50000000000006 4.3750000000000009 0.17502608895301822 5.6349999904632577 -0.59480014443397511 2.6950000524520878 320.50000000000006 0.73351368308067333 6.5499999523162851 0.28014895319938665 2.7350000143051152 186.78607177734378 -0.90308779478073109 1014.9500122070314 0.85976487398147594 1.5950000286102297 0.67171326279640209 -0.55191597342491139 4.5050001144409189 4.4500000476837167
decision_type=2 2 2 2 2 2 2 2 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 5 7 -3 8 -4 -8 12 -5 16 14 15 24 -6 -18 21 -20 -21 22 -19 -23 -14 -26 -27 -1 -9 -30
right_child=-2 6 4 11 10 -7 9 28 -10 -11 -12 -13 13 -15 -16 -17 17 18 19 20 -22 23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00021104054328574602 9.3366164904156069e-06 -0.023751518241054304 0.0045813940088486388 -0.0059126127141877404 -0.0011904015097856293 0.022312186745909492 -0.0028535455194612603 -0.0056089956643880431 0.026093897632052821 -0.021213910270954432 0.022211184902116658 -0.019237854103839987 0.013033363749174047 -0.013722926434693914 -0.0074860253421369415 -0.010863377440780883 0.0002698941589938609 0.023990544693713839 0.022017712316786252 0.008000742285512388 -0.012808154205170771 0.0090010891259625202 -0.0051142758291322166 0.030922008542851973 -0.012890570069572366 0.022307136779030165 -0.004864010364205266 -0.0068656768456353372 0.016692852872339164 0.00038572619819829851
leaf_weight=791 1295107 37 231 362 10008 27 302 226 31 36 20 66 94 99 279 62 2548 22 24 40 78 41 52 44 41 27 24 207 33 14703
leaf_count=791 1295107 37 231 362 10008 27 302 226 31 36 20 66 94 99 279 62 2548 22 24 40 78 41 52 44 41 27 24 207 33 14703
internal_value=3.53224e-07 -0.000380418 -0.000302166 -0.00327092 -0.000154937 0.000486801 -0.00667807 0.000448094 0.00712677 -0.00480909 -0.00087975 -0.00796744 -0.000914002 -0.00469412 -0.00299801 0.00205101 -0.00072995 0.00088753 0.00611589 -0.00106043 -0.00575429 0.0125249 0.00353851 0.0203484 0.0063558 -0.000466923 0.00952071 -0.00125678 0.000331143 0.000422245
internal_weight=1.32566e+06 30555 30180 1426 28754 15251 375 15224 262 338 13503 428 13483 626 527 248 12857 2849 301 142 118 159 74 85 186 92 51 998 14962 14736
internal_count=1325662 30555 30180 1426 28754 15251 375 15224 262 338 13503 428 13483 626 527 248 12857 2849 301 142 118 159 74 85 186 92 51 998 14962 14736
is_linear=0
shrinkage=0.05


Tree=494
num_leaves=31
num_cat=0
split_feature=4 119 94 30 31 95 88 36 103 6 84 64 54 3 87 95 117 53 131 90 32 54 123 104 74 30 37 36 34 92
split_gain=1.73639 4.3393 3.82365 3.22284 2.94774 2.67664 2.87066 3.05435 2.65342 2.60165 2.43494 2.4229 2.66149 2.35132 2.32961 3.15952 2.52252 2.13123 1.89458 1.87426 2.48031 1.83771 1.79781 5.60065 8.28251 7.92541 6.51335 6.64403 5.59368 4.96354
threshold=15.050000190734865 0.85260769724845897 0.49813053011894232 1011.5499877929689 1015.2500000000001 -0.83107626438140858 -0.53930935263633717 9.7500000000000018 -0.22727308422327039 16.050000190734867 0.88933527469635021 10.454999923706056 0.9350000023841859 179.50000000000003 0.86332264542579662 0.5446990728378297 0.99140709638595592 2.0949999094009404 349.50000000000006 -0.33742268383502955 11.150000095367433 5.0850000381469735 0.31729258596897131 -0.73316264152526844 0.62275925278663646 1023.9500122070314 17.650000572204593 10.550000190734865 10.650000095367433 -0.2853140383958816
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 5 3 -3 -5 6 9 -8 10 11 17 12 -2 -12 16 -16 -4 -7 -10 20 -17 -19 -1 24 25 26 27 -24 -29 -30
right_child=1 2 14 4 -6 8 7 -9 18 -11 13 -13 -14 -15 15 19 -18 21 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-2.9677875715841995e-05 0.0097026596497744328 -0.0018421993225913595 0.0011892281499368128 0.022162347788895101 0.007440074119136518 0.010639431488446215 0.029923137756330626 0.0075078052129935145 0.00048043540747195633 -0.0099501733745758734 -0.013898486013984286 0.011661767705272025 -0.01523683876932963 0.0051996134157525379 0.016010467019879213 0.0056762698288683015 -0.01383575810063066 -0.011620437591134724 0.015898890062235296 0.0085004293656145979 -0.017544341589445654 -0.0011158426498383996 -0.0024369886192213519 -4.6199128041486887e-05 0.00017615544357151505 -0.0029960311474021752 -3.3881129385981051e-05 0.0067904629113861087 0.0031668828380451877 0.0010617305750764744
leaf_weight=1100681 20 37 182 68 68 33 21 55 5226 36 83 65 23 20 59 23 33 49 20 44 23 277 719 148655 51887 961 4214 718 6359 5003
leaf_count=1100681 20 37 182 68 68 33 21 55 5226 36 83 65 23 20 59 23 33 49 20 44 23 277 719 148655 51887 961 4214 718 6359 5003
internal_value=3.35561e-07 0.000817761 0.00512166 0.0112416 0.0148012 0.000427883 0.00583968 0.0137015 0.0002193 0.00169038 -0.00341336 0.00557056 -0.00363707 -0.0101901 0.002213 0.00701792 -0.00111693 -0.00146905 0.000539217 0.00112281 -0.00593404 -0.00269475 -3.6704e-06 0.000127331 0.000496581 0.00142158 0.00167111 0.00223247 0.0025104 0.00223993
internal_weight=1.32566e+06 6465 537 173 136 5928 220 76 5708 144 462 108 43 103 364 149 215 359 5246 90 46 326 1.3192e+06 218516 69861 17974 17013 12799 12080 11362
internal_count=1325662 6465 537 173 136 5928 220 76 5708 144 462 108 43 103 364 149 215 359 5246 90 46 326 1319197 218516 69861 17974 17013 12799 12080 11362
is_linear=0
shrinkage=0.05


Tree=495
num_leaves=31
num_cat=2
split_feature=108 36 34 136 15 2 97 55 15 37 66 67 136 22 79 4 64 27 111 37 127 65 78 87 34 39 100 14 16 16
split_gain=1.9158 4.46589 5.8956 5.3937 4.70731 3.88997 4.20172 3.8312 4.14758 4.91472 9.20794 4.34392 4.3448 3.70232 4.35755 3.61644 3.60114 3.45781 3.31598 3.17503 3.22072 3.16825 3.15448 3.0964 3.07566 3.08456 3.04894 2.97695 2.95463 2.89467
threshold=-0.97166219353675831 11.34999990463257 11.750000000000002 0 1.075000047683716 56.500000000000007 -0.95361047983169545 1.6250000000000002 1.6250000000000002 13.34999990463257 5.9949998855590829 6.7249999046325692 1 6.6050000190734872 6.5650000572204599 10.34999990463257 3.054999947547913 293.50000000000006 0.52188611030578624 15.550000190734865 -0.89490029215812672 0.80500000715255748 9.3450002670288104 0.80208730697631847 17.349999427795414 15.750000000000002 0.62902432680130016 1.8450000286102297 8.0099999904632586 13.344999790191652
decision_type=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 2 2 2 2 2
left_child=1 2 4 5 -1 6 -3 19 9 11 21 12 22 14 -12 -14 -10 23 26 20 -5 29 -9 -4 25 -23 -18 -19 -25 -11
right_child=-2 3 17 7 -6 -7 -8 8 16 10 13 -13 15 -15 -16 -17 18 27 -20 -21 -22 24 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.011631598296302437 -3.2916657451122889e-06 0.028845006435876716 -0.013750178242874901 -0.0011168019907199778 -0.00033864268200788349 0.0024813331290411112 0.0048942484845843244 -0.0048670538913073219 0.0069708086854598705 -0.024506599293090403 -0.0092141116258095609 0.001194380419465768 -0.0079321477275494656 -0.0030184626585964235 -0.030712115111139915 -0.018079267117755385 -0.00058594031744466123 -0.0098947104309564052 0.008203628874671097 -0.0029298518116668091 0.006461258463491164 0.0029505816273131345 0.0099209064190896867 -0.014676594609128577 -0.004324122409047117 0.012107162768693849 -0.014990674998812578 0.013012188036196136 -0.0030893575126062431 0.0010139993261545897
leaf_weight=99 1314040 30 179 200 1359 836 47 145 166 20 110 170 335 183 30 119 5127 23 107 204 469 430 48 70 108 117 37 37 257 25
leaf_count=99 1314040 30 179 200 1359 836 47 145 166 20 110 170 335 183 30 119 5127 23 107 204 469 430 48 70 108 117 37 37 257 25
internal_value=-8.81395e-06 -0.00066332 -0.0027868 -0.000189092 -0.00110545 0.00343421 0.0142257 -0.00059847 -0.000974687 -0.00302661 -0.000717296 -0.00591821 -0.00778705 -0.0077006 -0.0138208 -0.0103636 -0.00028027 -0.00711791 -0.000508629 0.00253068 0.00419577 0.002505 -0.00113064 -0.00846365 0.00338669 0.00490912 -0.00068915 0.00423121 -0.00556981 -0.0103285
internal_weight=1.32513e+06 11087 2024 9063 1458 913 77 8150 7277 1840 1023 817 647 323 140 454 5437 566 5271 873 669 700 193 506 655 547 5164 60 327 45
internal_count=1325127 11087 2024 9063 1458 913 77 8150 7277 1840 1023 817 647 323 140 454 5437 566 5271 873 669 700 193 506 655 547 5164 60 327 45
cat_boundaries=0 1 2
cat_threshold=64 400
is_linear=0
shrinkage=0.05


Tree=496
num_leaves=31
num_cat=1
split_feature=106 71 37 95 20 136 15 65 33 60 52 31 24 35 39 57 86 101 20 55 60 79 39 98 130 104 0 72 54 38
split_gain=1.83572 3.33451 4.59 4.5589 4.34696 3.8096 5.37586 7.2251 7.59162 6.77273 5.66091 7.42637 4.79091 4.74947 4.67374 4.87515 4.64213 4.49985 4.08024 3.91874 3.7039 3.50306 4.52283 3.95014 3.36587 3.28551 3.31848 3.19148 2.95242 2.87607
threshold=1.0000000180025095e-35 304.85339355468756 13.150000095367433 -0.10760026797652243 5.4949998855590829 0 1.6150000095367434 2.995000004768372 14.150000095367433 0.58842751383781444 4.8949999809265146 1012.2500000000001 177.50000000000003 14.949999809265138 11.449999809265138 318.25897216796881 0.85339003801345836 -0.15996270626783368 4.4949998855590829 8.1849999427795428 0.47688101232051855 32.254999160766609 12.650000095367433 -0.67362737655639637 125.50000000000001 0.17472581565380099 20.500000000000004 0.76696404814720165 0.49500000476837164 9.6500000953674334
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 3 4 -3 13 7 8 12 17 11 -9 -7 -2 15 25 -13 -10 -15 21 -20 23 -23 -16 -12 26 -8 -24 -25 -28
right_child=1 2 -4 -5 -6 6 14 10 9 -11 24 16 -14 18 19 -17 -18 -19 20 -21 -22 22 27 28 -26 -27 29 -29 -30 -31
leaf_value=-2.8515422131201485e-06 0.0013700926410422699 -0.007174864590168 -0.0032400925414688927 0.002081840081037423 0.015777111273274712 -0.013858952907458791 -0.028251585867255926 0.00097092805771137954 0.012759858262633268 -0.011177610992541854 -0.0028293524820037423 -0.011673610436694756 -0.0018938947445610354 -0.010906870356884873 0.0022918799438468667 0.0081326230687409403 -0.026197636486696346 -0.00043107141094396315 0.0018847283938777837 -0.0012167925758471635 -0.0063901044288499397 0.00080611308996594757 0.014133297816588312 0.012282831789079039 -0.022767040099609982 0.001652978635640898 0.0070002450403990231 0.0033719512468496382 -0.0068617408931795354 -0.0086047394387439233
leaf_weight=1313563 2728 25 339 811 118 106 20 97 190 53 560 257 397 139 526 64 70 98 346 3000 222 320 160 22 22 101 32 121 238 382
leaf_count=1313563 2728 25 339 811 118 106 20 97 190 53 560 257 397 139 526 64 70 98 346 3000 222 320 160 22 22 101 32 121 238 382
internal_value=-8.37325e-06 -0.000635588 0.00175739 0.00353323 0.0117645 -0.000936837 -0.00161807 -0.00392232 -0.000510913 0.00524843 -0.00678438 -0.0111787 -0.00441536 0.000422372 -0.000766351 -0.00490917 -0.0147827 0.00827128 -0.00322849 -0.000200691 -0.00134945 0.00199708 0.0048707 -0.000200182 -0.00358301 -0.00646931 -0.00835953 0.00949941 -0.00524182 -0.00739856
internal_weight=1.32513e+06 11564 1293 954 143 10271 6836 1850 844 341 1006 424 503 3435 4986 599 327 288 707 4387 568 1387 601 786 582 535 434 281 260 414
internal_count=1325127 11564 1293 954 143 10271 6836 1850 844 341 1006 424 503 3435 4986 599 327 288 707 4387 568 1387 601 786 582 535 434 281 260 414
cat_boundaries=0 1
cat_threshold=2148
is_linear=0
shrinkage=0.05


Tree=497
num_leaves=31
num_cat=4
split_feature=17 117 94 58 85 55 117 118 136 52 1 107 79 76 136 75 68 64 79 52 2 31 52 40 33 136 70 93 36 136
split_gain=1.74528 7.14821 15.6893 11.1087 8.32808 9.24007 6.81032 6.22866 5.46007 5.71471 5.39485 5.16341 7.68131 13.8386 11.4875 12.4448 10.7199 10.3652 9.46558 9.12633 8.93373 8.42972 8.04395 7.97532 8.88673 12.1136 10.3858 10.7481 9.59948 9.83802
threshold=13.344999790191652 -0.25037047266960138 -0.56846028566360463 249.50122070312503 0.79735720157623302 4.9749999046325692 -0.84335932135581959 0.21643137186765674 0 15.324999809265138 329.50000000000006 -0.77192595601081837 8.9749999046325701 10.454999923706056 1 0.82096701860427868 288.71899414062506 6.9249999523162851 4.4649999141693124 4.1250000000000009 138.50000000000003 1016.4500122070314 0.034999999217689044 6.5499999523162851 9.9499998092651385 2 308.38426208496099 0.012098265811800958 19.349999427795414 3
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1
left_child=11 3 7 -2 -4 8 10 -3 -6 -10 -5 12 13 22 15 17 -15 -14 21 -17 -19 -18 -1 24 -24 -26 -27 -28 29 -29
right_child=1 2 4 6 5 -7 -8 -9 9 -11 -12 -13 14 16 -16 19 18 20 -20 -21 -22 -23 23 -25 25 26 27 28 -30 -31
leaf_value=0.0016383311286335446 -8.0467357139912276e-05 0.0018189779660252139 2.0353765483080672e-06 -0.0031337843197716884 0.00015214552327088706 0.00039751683358053451 -0.0010590670453084223 0.0055369259428986618 0.0036234727613686092 0.00074462233600892686 -0.0098833505891593107 3.3570327021138961e-05 -0.0013571875637203518 6.9269392664982822e-05 -8.8305300353681842e-05 -0.0034824602535698476 0.0086472284808823113 -0.0020250123718337028 0.0015832841911023387 -0.0012481643080816656 0.00089016458846627455 0.0021757439493582543 0.0014313369004028192 0.00073594865010525549 -0.0017511425463609066 -0.00013171875989756831 -0.00055546939748652227 -0.0013484640272502842 0.012380045381127802 -0.0072816400632181606
leaf_weight=5833 141744 4081 184806 2124 2958 59768 7758 1556 5265 2563 344 627445 17523 10939 68529 7206 997 3213 8874 12496 14437 1016 6212 17518 16725 85504 4693 1203 83 1714
leaf_count=5833 141744 4081 184806 2124 2958 59768 7758 1556 5265 2563 344 627445 17523 10939 68529 7206 997 3213 8874 12496 14437 1016 6212 17518 16725 85504 4693 1203 83 1714
internal_value=-7.95459e-06 7.73263e-05 0.000236061 -0.000195289 0.000178464 0.000640593 -0.00178684 0.00284526 0.00198754 0.00267748 -0.00407457 -4.65643e-05 -0.000223162 3.98909e-06 -0.000520089 -0.0010591 0.00117473 -0.000495751 0.00228547 -0.00206536 0.000359487 0.00538095 -0.000179203 -0.000258526 -0.000408536 -0.000512512 -0.00029001 -0.00204972 -0.00438723 -0.00486432
internal_weight=1.32513e+06 412967 260997 151970 255360 70554 10226 5637 10786 7828 2468 912160 284715 161311 123404 54875 21826 35173 10887 19702 17650 2013 139485 133652 116134 109922 93197 7693 3000 2917
internal_count=1325127 412967 260997 151970 255360 70554 10226 5637 10786 7828 2468 912160 284715 161311 123404 54875 21826 35173 10887 19702 17650 2013 139485 133652 116134 109922 93197 7693 3000 2917
cat_boundaries=0 1 2 3 4
cat_threshold=2180 353 164 2896
is_linear=0
shrinkage=0.05


Tree=498
num_leaves=31
num_cat=1
split_feature=106 12 94 136 110 111 54 9 61 127 55 2 75 31 65 120 24 38 110 31 84 30 24 83 61 25 28 70 94 91
split_gain=1.67989 3.09628 5.26881 4.35205 4.45108 4.78804 4.68946 4.751 4.08089 3.99393 3.52184 3.67356 5.24227 7.0259 6.15291 3.84651 4.50743 3.70504 3.61915 4.28968 3.54716 3.38864 3.43368 3.71293 4.581 4.33929 3.91421 3.45006 3.28948 3.25225
threshold=1.0000000180025095e-35 1.6050000190734866 0.44476740062236791 0 0.60314482450485241 -0.82187312841415394 1.3049999475479128 8.3499999046325701 0.40680296719074255 0.74892720580101024 2.0749999284744267 279.50000000000006 0.84057417511940014 1013.8500061035157 8.0050001144409197 -0.043617725372314446 318.50000000000006 15.550000190734865 -0.82075452804565419 1013.8500061035157 0.87491348385810863 1006.0499877929689 178.50000000000003 72.409603118896499 0.30843324959278112 164.50000000000003 1013.3500061035157 199.51875305175784 0.79268532991409313 -0.90558323264121998
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 5 6 -5 8 -8 -4 11 17 15 -14 -15 16 -13 21 20 -20 -12 -3 23 24 -23 -25 -26 -24 -18 -9
right_child=1 10 9 4 -6 -7 7 29 -10 -11 18 12 13 14 -16 -17 28 -19 19 -21 -22 22 27 25 26 -27 -28 -29 -30 -31
leaf_value=-2.2786110512771103e-06 0.00044755486052115115 -0.0022274366186032894 -0.0040051551577302497 0.015264028093647644 0.0018080560902562289 -0.0075888395435380054 0.010892045862041413 0.0027546622169514496 -0.0038388597424186413 -0.014395227552074265 -0.00072186322648266573 -0.019747157298427607 -0.035226572304964066 -0.026371665298938751 0.0054578585664228525 0.014208256119066696 0.020891218874603511 -0.0065353497750414852 0.0069080788848999266 0.00029003097356603669 -0.0049051795472467618 -0.024355606192589873 0.015672833057479903 0.010284392656090872 -0.013808454442325802 -0.0021442807526487954 0.016370589229997925 0.0058747881979797972 -0.0065649242140352728 -0.0191865822153264
leaf_weight=1313563 1911 172 364 43 315 630 75 24 126 124 4324 28 25 22 49 48 20 87 300 1332 574 28 114 143 21 138 22 424 24 57
leaf_count=1313563 1911 172 364 43 315 630 75 24 126 124 4324 28 25 22 49 48 20 87 300 1332 574 28 114 143 21 138 22 424 24 57
internal_value=-7.56075e-06 -0.000607563 -0.00180772 -0.00106559 -0.00331984 -0.005046 -0.000116809 -0.00246211 0.00165775 -0.00664526 -4.98206e-05 0.00225995 -0.00372252 -0.0124313 -0.00440481 0.00324452 -0.00406464 0.00338459 -0.000532644 0.00150658 -0.00121211 0.00419724 0.00543886 0.00159936 -0.00861664 0.00418063 0.00163199 0.00795095 0.00591514 -0.0126855
internal_weight=1.32513e+06 11564 3669 3181 1270 955 325 282 201 488 7895 1365 216 96 71 120 72 1149 6530 1632 4898 1062 890 352 71 281 43 538 44 81
internal_count=1325127 11564 3669 3181 1270 955 325 282 201 488 7895 1365 216 96 71 120 72 1149 6530 1632 4898 1062 890 352 71 281 43 538 44 81
cat_boundaries=0 1
cat_threshold=2272
is_linear=0
shrinkage=0.05


Tree=499
num_leaves=31
num_cat=2
split_feature=63 103 83 117 39 136 34 25 91 29 136 23 3 29 60 21 39 66 88 91 116 97 36 31 15 36 53 108 87 83
split_gain=1.6386 5.39163 4.99716 3.98964 3.36766 3.51621 6.81919 3.88749 3.27307 3.28891 4.24778 3.75194 4.57609 5.70047 4.82227 3.43787 3.37967 3.22568 3.75617 3.58291 3.29679 3.20992 3.18438 3.08693 4.51621 2.9939 5.35217 4.95755 4.78738 4.51875
threshold=0.87001514434814464 -0.99366939067840565 256.19248962402349 0.30069434642791754 10.34999990463257 0 10.34999990463257 290.50000000000006 -0.16819339990615842 1020.1499938964845 1 7.6449999809265146 295.50000000000006 1017.8500061035157 0.7668883502483369 4.8350000381469735 11.550000190734865 11.59500026702881 -0.93141490221023548 -0.60900050401687611 -0.99901017546653736 -0.64683365821838368 13.34999990463257 1014.0499877929689 1.0850000381469729 13.34999990463257 22.605000495910648 0.8456077277660371 0.83441159129142772 297.14549255371099
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 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 -8 9 11 -11 12 -6 14 -14 -13 -12 20 22 25 -17 -21 -19 24 -22 29 27 -27 -29 -20
right_child=1 2 4 -5 8 -7 7 -9 -10 10 16 15 13 -15 -16 17 -18 18 19 21 23 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-1.576615159982582e-05 0.021539425775408745 -0.00019164867897232855 0.0010035667809899207 -0.0033798979626932404 0.001149493736219616 -0.00097358818057841296 -0.012871627855513776 -0.04173393286764622 -0.003066499186208761 -0.00218823766440113 -0.0021245925995305474 0.018330963232244056 -0.016792200805289991 0.0039548007427188366 -0.0041743642635180189 0.018080868862569332 0.0011320680316039388 0.0039545710765453435 -0.001756371497917772 0.0027999966387703482 0.014110075378104943 0.014462863930678938 0.0014428964366262809 -0.0012541318910392826 0.0011572918033784536 0.0072164933151841158 0.00087739764495060575 0.0038607356421250317 -0.02816841146908701 0.0018111018062408623
leaf_weight=1294280 30 3103 54 1435 597 1484 28 20 552 1745 948 30 123 115 197 25 4990 2746 2024 175 72 89 2335 2138 1030 598 2535 28 20 1581
leaf_count=1294280 30 3103 54 1435 597 1484 28 20 552 1745 948 30 123 115 197 25 4990 2746 2024 175 72 89 2335 2138 1030 598 2535 28 20 1581
internal_value=-7.18255e-06 0.000352969 0.000332344 -0.00119983 0.000596929 -0.00163646 -0.0101865 -0.0248976 0.000740377 0.000827423 -2.6741e-05 0.00122617 -0.00169258 -0.00559308 -0.00902435 0.00142143 0.000611114 0.00138848 0.00176395 0.00101703 -6.5471e-06 0.0067318 0.00280032 -0.00014611 0.00200357 0.000794703 0.00191273 0.00597553 -0.00948474 -0.000191829
internal_weight=1.32513e+06 30847 30817 4538 26279 1586 102 48 24693 24141 7683 16458 1032 435 320 15426 5938 15396 12131 7050 3265 264 5081 3240 1102 6786 3181 646 48 3605
internal_count=1325127 30847 30817 4538 26279 1586 102 48 24693 24141 7683 16458 1032 435 320 15426 5938 15396 12131 7050 3265 264 5081 3240 1102 6786 3181 646 48 3605
cat_boundaries=0 1 2
cat_threshold=576 1105
is_linear=0
shrinkage=0.05


Tree=500
num_leaves=31
num_cat=0
split_feature=70 8 109 121 124 86 1 62 87 52 73 55 76 37 113 68 61 68 60 20 35 72 38 54 56 126 66 88 83 122
split_gain=2.50484 4.06468 3.76812 3.62363 3.27547 5.21498 5.61461 4.81521 5.59935 4.50828 5.10918 4.45145 6.5879 7.85758 7.36941 7.30551 5.75733 7.09476 7.71671 5.33713 6.17098 7.14819 5.4068 5.21263 5.18586 4.93874 5.67048 4.91099 5.23715 4.88175
threshold=322.19624328613287 21.250000000000004 -0.1521211043000221 -0.99535831809043873 -0.39873388409614557 0.81832104921340953 329.50000000000006 0.33207048475742346 0.73833194375038158 0.58499997854232799 0.46582847833633428 3.6450001001358037 11.654999732971193 13.050000190734865 -0.28400452435016627 322.96559143066412 0.25762243568897253 314.61486816406256 0.24610844254493716 6.6349999904632577 7.8500001430511483 0.91760647296905529 10.449999809265138 0.33500000834465032 331.00634765625006 0.99353402853012096 22.23499965667725 -0.93763631582260121 298.95582580566412 0.026175950653851036
decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 -5 -9 10 -8 12 14 16 27 -15 -14 24 -19 22 -21 -22 25 -17 29 26 -20 28 -7 -18
right_child=1 -3 3 4 5 11 9 8 -10 -11 -12 -13 13 15 -16 23 17 18 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.018622287900961e-05 0.0056155994938712362 0.014566851917447316 0.0069317724695141768 -0.0051229134860233567 -1.357819372248495e-06 0.018365682465955616 -0.00720273311046185 -0.0093000516761617153 0.0003645232150601341 0.0028126314866080198 0.015520678078326404 -0.0015023393359385132 0.00197133571146894 0.00021884374201578124 -0.0095759428407819498 0.01269336025611127 0.0021820028048658963 0.0025063617889323087 -0.0052216219344037229 -0.022089609977873889 0.0014198888276344709 -0.010455110156908632 -0.0068726526277535427 0.0038102784889185257 -0.009103240046339731 0.0080718758120002527 0.012901833381814262 -0.00016543187015327816 -0.0079351513780766929 0.013958510211339654
leaf_weight=1297038 252 45 162 939 2883 20 30 167 1461 1110 141 9771 1671 1820 315 186 792 649 428 33 960 146 1330 1473 90 117 48 1631 353 99
leaf_count=1297038 252 45 162 939 2883 20 30 167 1461 1110 141 9771 1671 1820 315 186 792 649 428 33 960 146 1330 1473 90 117 48 1631 353 99
internal_value=9.88958e-06 -0.000448703 -0.000471942 -0.000525161 -0.000567307 -0.000399669 0.00122249 -0.00227151 -0.000626867 0.00397686 0.0115341 -0.000707651 -6.91433e-05 0.000495751 -0.0024666 0.00240638 -0.000548895 -0.00144644 -0.0024461 -0.00349579 -0.000783415 -0.000147697 -0.00510233 0.00480621 0.00233511 -0.0011318 -0.00339405 -0.00134911 -0.00652492 0.0034905
internal_weight=1.32616e+06 29122 29077 28825 28663 26096 4164 2567 1628 1281 171 21932 12161 9842 2319 3479 6363 4692 3711 3062 1139 1106 1923 1659 981 593 476 2004 373 891
internal_count=1326160 29122 29077 28825 28663 26096 4164 2567 1628 1281 171 21932 12161 9842 2319 3479 6363 4692 3711 3062 1139 1106 1923 1659 981 593 476 2004 373 891
is_linear=0
shrinkage=0.05


Tree=501
num_leaves=31
num_cat=0
split_feature=70 4 109 121 34 67 53 68 53 39 124 41 65 39 20 40 30 54 64 31 11 39 30 69 101 5 33 63 32 79
split_gain=2.26061 3.70087 3.4071 3.2754 3.05207 4.53108 6.42998 3.72101 2.99884 3.82387 2.95682 5.79494 6.54838 5.65029 6.53295 6.48551 8.76462 8.38079 8.03345 6.41215 8.93172 6.27597 6.39301 6.27585 6.10266 5.67201 5.58535 5.34348 4.81763 5.97092
threshold=322.19624328613287 16.849999427795414 -0.1521211043000221 -0.99535831809043873 6.4500000476837167 23.244999885559086 7.9149999618530282 327.08302307128912 1.4950000047683718 12.34999990463257 0.86159634590148937 10.34999990463257 34.745000839233406 11.150000095367433 4.7750000953674325 10.449999809265138 1016.7500000000001 0.57499998807907116 15.894999980926515 1010.2500000000001 6.0499999523162851 10.550000190734865 1026.850036621094 328.68882751464849 0.82176908850669872 8.3499999046325701 12.250000000000002 0.33467724919319158 9.7500000000000018 26.025000572204593
decision_type=2 2 2 2 2 2 2 2 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 7 -7 8 9 -5 11 -6 -13 15 24 16 17 -12 27 20 -16 22 -18 -19 -15 -21 -20 -17 -25 -30
right_child=1 -3 3 4 10 6 -8 -9 -10 -11 13 12 -14 14 19 18 21 23 26 25 -22 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=1.9176911570295004e-05 0.0053348194720802856 0.011139708734006729 0.0065851837105224097 -0.0041996948684876164 -0.00075039452080020985 -0.022766591864975469 -0.0032615451197337306 0.015678314107935878 -0.0067351635632369282 0.023244563286954706 0.0012238396030888722 -0.0078865637231040828 0.016640026584781451 -0.0050184701235508021 0.029517004112604744 -0.011021045341289469 0.0039668252534339875 -0.0020607983740277146 0.024056789907626809 -0.0003559478871274859 0.0047480153267660851 -0.0031672174589341346 -0.0042803417104424644 0.0012334880518860051 -0.037432873798534272 0.0025613176946694609 0.0011592137104854351 0.01268366748570568 -0.018376623279630726 -0.0079011875406052607
leaf_weight=1297038 252 69 162 30 16212 69 109 32 134 22 490 442 29 53 43 70 1155 505 76 4087 237 828 295 98 20 2813 41 36 183 530
leaf_count=1297038 252 69 162 30 16212 69 109 32 134 22 490 442 29 53 43 70 1155 505 76 4087 237 828 295 98 20 2813 41 36 183 530
internal_value=9.3951e-06 -0.000426268 -0.000453737 -0.000504385 -0.000544488 -0.00490358 -0.0108225 -7.07171e-05 -0.00278023 0.00741134 -0.000483369 -0.000909231 -0.00637643 0.000131221 0.000983056 -0.00130327 -0.00175665 -0.00435808 0.00699992 0.00113436 0.00855182 0.000305762 0.00228895 -0.00643645 -0.0138991 0.000833366 0.0160329 -0.00297039 -0.00916112 -0.0105898
internal_weight=1.32616e+06 29122 29053 28801 28639 396 178 218 186 52 28243 16683 471 11560 7253 4307 4084 1806 223 7180 280 2278 1450 1316 73 6900 117 106 811 713
internal_count=1326160 29122 29053 28801 28639 396 178 218 186 52 28243 16683 471 11560 7253 4307 4084 1806 223 7180 280 2278 1450 1316 73 6900 117 106 811 713
is_linear=0
shrinkage=0.05


Tree=502
num_leaves=31
num_cat=4
split_feature=39 76 52 34 136 136 92 65 80 31 72 5 76 134 37 136 43 95 124 38 52 103 76 79 127 91 64 54 136 18
split_gain=2.21327 4.73259 11.6768 10.6235 11.3761 8.37305 10.2284 8.20392 7.95954 8.96753 7.85024 7.10259 8.8809 8.24332 7.04197 10.2528 7.01499 6.9357 6.80689 8.25356 6.72658 7.02696 6.64574 6.41897 5.82915 5.75517 9.08905 5.82062 7.0253 8.1689
threshold=13.050000190734865 9.7750000953674334 1.3049999475479128 11.949999809265138 0 1 0.24662049859762195 19.285000801086429 264.25857543945318 1009.3500061035157 0.93814134597778331 0.84999999403953563 30.464999198913578 1014.7500000000001 14.250000000000002 2 9.8499999046325701 0.65395000576972973 0.66259482502937328 12.750000000000002 31.394999504089359 -0.73829355835914601 28.035000801086429 22.314999580383304 -0.30069434642791742 -0.369509607553482 16.335000038146976 14.025000095367433 3 14.039999961853029
decision_type=2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=-1 -2 5 4 16 6 -3 -7 14 11 25 22 -13 18 24 -16 20 -8 19 -14 21 -4 -10 -21 -5 27 -27 -11 -29 -30
right_child=1 2 3 8 -6 7 17 -9 9 10 -12 12 13 -15 15 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-6.7585599228385239e-05 4.9053997479173753e-06 0.0007778322415092501 -0.010046641212621971 -0.00097138929403546397 -0.00038482450289735226 0.001695260921713653 -0.0037831076370837568 0.006456441591758854 -0.0095638104618424157 0.00061695231863620741 -0.0052678669269967003 -0.00060978179965413511 0.016259836174290759 0.0005180124426449928 0.0049142173272714151 0.00057662082818801883 -0.010239287584321573 -0.017412821113166759 -0.0017026717865556583 -0.0043601120483512798 0.00094747216985838602 0.0045576293617647151 0.00759233457251237 -0.014444833514666548 0.0019188320627069192 -0.0012767165309707609 0.0018520929483220379 0.00042300729519312644 -0.002181233500050745 0.00063139037080561333
leaf_weight=551869 632402 2782 84 4473 4313 14271 731 966 429 44005 695 9785 29 538 2461 3060 100 107 392 241 2346 4234 65 457 2860 14088 2779 13995 7726 3877
leaf_count=551869 632402 2782 84 4473 4313 14271 731 966 429 44005 695 9785 29 538 2461 3060 100 107 392 241 2346 4234 65 457 2860 14088 2779 13995 7726 3877
internal_value=8.92534e-06 6.34578e-05 0.000324427 0.000146851 0.00162394 0.00148302 -0.000678979 0.0019958 7.058e-07 -0.000151129 2.48759e-05 -0.00143644 -0.00118301 -0.00456807 0.00117132 0.00252006 0.00290108 -0.00552342 -0.00701339 -0.00987695 0.00310262 0.00427353 -0.00730642 -0.0109629 0.000155848 6.74162e-05 -0.000761215 0.00026822 -0.000331279 -0.00124036
internal_weight=1.32616e+06 774291 141889 123032 11077 18857 3620 15237 111955 99101 87165 11936 11442 1657 12854 5521 6764 838 1119 727 6664 4318 494 698 7333 86470 16867 69603 25598 11603
internal_count=1326160 774291 141889 123032 11077 18857 3620 15237 111955 99101 87165 11936 11442 1657 12854 5521 6764 838 1119 727 6664 4318 494 698 7333 86470 16867 69603 25598 11603
cat_boundaries=0 1 2 3 4
cat_threshold=1809 4192 3908 5249
is_linear=0
shrinkage=0.05


Tree=503
num_leaves=31
num_cat=1
split_feature=70 8 86 1 56 4 31 87 55 136 124 31 7 63 76 15 39 31 103 135 108 75 65 55 84 86 41 12 5 106
split_gain=2.10382 3.3936 3.36442 6.36594 4.47371 4.95808 4.12732 3.86903 4.25004 6.08681 5.30143 5.4431 11.5894 5.0769 5.03027 6.13473 6.0652 6.08286 6.05205 5.69921 5.57263 5.25234 5.51672 5.17705 5.14034 5.32964 4.86757 4.81058 6.39246 4.63624
threshold=322.19624328613287 21.250000000000004 0.81832104921340953 329.50000000000006 257.86041259765631 4.0499999523162851 1023.2500000000001 0.8456535041332246 3.6450001001358037 0 0.9170251488685609 1010.2500000000001 5.1499998569488534 0.30347988009452825 11.654999732971193 2.2150000333786015 14.84999990463257 1011.5499877929689 0.36559343338012701 1016.6499938964845 0.90958365797996532 0.64240190386772167 7.1349999904632577 0.67500001192092907 0.89338544011116039 0.86776679754257213 13.250000000000002 3.2949999570846562 12.750000000000002 -0.12512376159429547
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 -5 -7 -4 9 14 29 12 -12 -10 -9 16 21 -18 -17 27 -19 22 23 -16 25 -23 -13 28 -20 -11
right_child=1 -3 7 4 -6 6 -8 8 13 10 11 26 -14 -15 15 18 17 20 19 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.7917652937797723e-05 -0.00025830459236812927 0.013308321577755529 -0.0018426974250165202 0.00072221456876050841 0.0018031944525002458 0.014299536650310959 -0.0093770901672542099 -0.0020256432195818646 -0.0050399440157530197 -0.0027643432927924312 0.037034810017794371 -3.0395578275198636e-06 0.0037405666473706994 -0.00078765952263889257 0.026164144751700487 -0.017803049739734157 0.011769780421339977 -0.0031855183842140265 0.0020999026630743487 -0.014227909974076532 0.018355262550440701 0.007696464368777853 -0.013485169116673726 0.0049694012318961403 0.0031085921839500469 0.025734617493242729 0.02258879904014369 0.0088261360166080553 -0.0093318781526168498 0.0066470684162239823
leaf_weight=1297038 4312 45 5601 142 908 231 20 630 780 2528 30 3630 203 7013 33 41 119 333 1399 55 33 63 35 227 66 117 24 232 134 138
leaf_count=1297038 4312 45 5601 142 908 231 20 630 780 2528 30 3630 203 7013 33 41 119 333 1399 55 33 63 35 227 66 117 24 232 134 138
internal_value=8.48116e-06 -0.000411802 -0.000433036 0.000666613 0.00373213 0.00818882 0.012413 -0.000696091 -0.000336569 0.000341895 -0.000559117 0.000617823 0.00802738 -0.00121327 0.00201655 0.00290562 0.00600978 0.00194959 0.00119425 0.00162221 -0.00124332 0.00964969 0.00515081 0.0076595 0.0150447 0.0194213 0.000145347 0.00211612 0.00110065 -0.00227718
internal_weight=1.32616e+06 29122 29077 5613 1301 393 251 23464 17863 10070 6553 3887 233 7793 3517 2887 1026 485 1861 1820 366 541 295 260 246 180 3654 1765 1533 2666
internal_count=1326160 29122 29077 5613 1301 393 251 23464 17863 10070 6553 3887 233 7793 3517 2887 1026 485 1861 1820 366 541 295 260 246 180 3654 1765 1533 2666
cat_boundaries=0 1
cat_threshold=1284
is_linear=0
shrinkage=0.05


Tree=504
num_leaves=31
num_cat=2
split_feature=39 136 91 33 65 74 71 31 15 66 86 29 16 20 12 37 2 136 29 124 109 79 108 16 68 52 37 90 14 108
split_gain=1.98767 4.71413 4.88147 11.5674 12.5396 6.11151 5.87723 5.73821 7.31135 6.08553 5.82571 5.67069 6.62497 6.17512 5.90282 9.92674 8.40634 10.8851 8.1493 7.42905 7.41327 7.40273 7.0501 6.9108 7.10405 7.07984 9.35391 6.46208 7.27715 6.52385
threshold=13.050000190734865 0 -0.68195945024490345 10.34999990463257 1.325000047683716 0.6023298203945161 255.21540832519534 1016.9500122070314 1.0850000381469729 2.0749999284744267 0.78662520647048961 1026.850036621094 15.405000209808351 5.3150000572204599 1.8149999976158144 13.650000095367433 4.5000000000000009 1 1022.0499877929689 0.94828754663467418 -0.75083780288696278 14.105000019073488 -0.24264366179704663 11.120000362396242 295.67637634277349 5.3350000381469735 12.150000095367433 -0.63702851533889759 0.94499999284744274 -0.74287477135658253
decision_type=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 2 2
left_child=1 -1 3 4 -3 7 -7 -5 9 -9 -10 12 13 -8 16 21 20 22 27 -20 -15 23 -18 24 -16 26 -25 28 -19 -30
right_child=-2 2 -4 5 -6 6 11 8 10 -11 -12 -13 -14 14 15 -17 17 18 19 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.0028574367840907408 5.973559328225634e-05 -0.0025996764291603769 4.6813690341319347e-05 -0.00044891560194468033 0.00050878173307013642 -0.0017478278369289354 0.0014400504862366751 0.00152772817835883 -0.0011270595474445284 -0.0035290519162519693 -0.0037549979685596088 0.0016634891224484452 0.00073740377938005493 -0.015991057043041414 0.00010930617832647394 -0.0058850863786161674 0.0039681505840341346 0.0029697632124888042 0.0016026604705754591 -0.0050856887577135496 0.0017704890831392248 -0.00065934376869812214 -0.00053688754066661304 -0.0071997106475894176 0.0031429725745498885 0.00015172268005997504 0.00076132607949364896 -0.00039531236931921707 -0.010464999589878364 -0.0032806830896738889
leaf_weight=1367 774291 3442 336864 11835 56513 7147 4101 2161 3464 821 5391 3668 12903 60 3801 789 978 453 2142 515 2814 43900 7752 779 3920 20528 701 2443 326 10291
leaf_count=1367 774291 3442 336864 11835 56513 7147 4101 2161 3464 821 5391 3668 12903 60 3801 789 978 453 2142 515 2814 43900 7752 779 3920 20528 701 2443 326 10291
internal_value=8.0571e-06 -6.44496e-05 -7.17558e-05 -0.000258719 0.000330326 -0.000488518 -0.000353976 -0.00122745 -0.00200585 0.000135503 -0.00272697 -0.000272896 -0.000332484 -0.000462358 -0.000538703 -0.000306551 -0.00116073 -0.00145626 -0.00222372 0.000306274 0.00139968 -0.000246772 -3.21626e-05 0.000362461 0.00164952 -8.90731e-05 -0.00342898 -0.00272283 -0.00323648 -0.00350128
internal_weight=1.32616e+06 551869 550502 213638 59955 153683 130011 23672 11837 2982 8855 122864 119196 106293 102192 74418 27774 24900 16170 2657 2874 73629 8730 29729 7721 22008 1480 13513 11070 10617
internal_count=1326160 551869 550502 213638 59955 153683 130011 23672 11837 2982 8855 122864 119196 106293 102192 74418 27774 24900 16170 2657 2874 73629 8730 29729 7721 22008 1480 13513 11070 10617
cat_boundaries=0 1 2
cat_threshold=1024 2116
is_linear=0
shrinkage=0.05


Tree=505
num_leaves=31
num_cat=0
split_feature=100 128 55 111 52 8 23 17 15 27 60 20 78 52 30 35 123 125 36 16 59 106 43 13 97 32 60 106 80 39
split_gain=2.26453 7.23544 13.7686 11.0241 7.11921 8.54136 9.24315 8.52967 7.83201 6.0403 5.42265 5.36514 5.89731 5.03329 5.00114 4.56538 5.37404 4.41505 14.6566 4.38323 4.60824 4.36691 4.11041 3.98366 4.79184 4.37428 3.95821 4.94869 3.9926 3.94825
threshold=-0.74485555291175831 85.500000000000014 3.054999947547913 0.8116702437400819 0.38499999046325689 10.449999809265138 4.3350000381469735 11.120000362396242 2.8149999380111699 292.50000000000006 0.64032059907913219 5.9749999046325692 0.90500000119209301 11.525000095367433 1023.0499877929689 19.349999427795414 -0.67556449770927418 -0.64942333102226246 16.550000190734867 14.039999961853029 269.59846496582037 -1.0000000180025095e-35 15.150000095367433 2.1650000810623173 -0.90098655223846424 12.949999809265138 0.26826338469982153 -0.99399885535240162 265.31878662109381 15.449999809265138
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 4 -3 -4 5 9 -7 8 10 15 11 12 -6 -10 19 22 -17 18 -12 20 21 -9 26 -14 25 -25 27 28 -1 -26
right_child=-2 2 3 -5 7 6 -8 14 13 -11 17 -13 23 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=0.032711877849172143 2.1357924002938882e-05 -0.0041488317383187381 0.00712583603047368 0.041051248967647558 0.010150427087514758 0.037086069908525261 0.0077700167773933765 0.00065670342457668687 0.005727548997993586 -0.0067129634297723607 0.0019577471665701176 -0.0038785057542542987 -0.0019215991109875652 -0.0013499622900390478 -0.0095724254362642043 0.032912509023611036 0.0022025052201131295 0.00025651651612636748 0.043169706787115764 -0.00070440225919588982 0.005715272572081851 -0.0052510317750144985 -0.0095033946519833996 0.00011473822274378368 -0.0014909117411314563 0.029482888452184854 0.0008284464597124087 0.0045162015022166694 0.0069580766337889221 0.021432485750743323
leaf_weight=34 1289067 333 568 25 107 35 116 10953 552 172 94 3613 6461 461 137 28 29 324 28 11062 438 322 64 21 178 32 394 156 27 21
leaf_count=34 1289067 333 568 25 107 35 116 10953 552 172 94 3613 6461 461 137 28 29 324 28 11062 438 322 64 21 178 32 394 156 27 21
internal_value=1.03194e-05 -0.000376505 0.00398725 0.00855608 -0.000489192 0.00355727 0.0145651 -0.000611851 -0.00169834 0.00171857 -0.00208989 -0.0023207 -0.00149542 0.00250669 -4.79308e-05 0.00369974 0.0172881 0.00330917 0.0114162 9.36255e-06 0.000683457 0.000487986 0.00255228 -0.00168105 0.00448636 0.0178465 0.00381507 0.00923779 0.0213127 0.00092814
internal_weight=1.32585e+06 36785 926 593 35859 1055 151 34804 11892 904 10879 10433 6820 1013 22912 732 57 446 122 22775 11713 11275 675 6713 252 53 611 217 61 199
internal_count=1325852 36785 926 593 35859 1055 151 34804 11892 904 10879 10433 6820 1013 22912 732 57 446 122 22775 11713 11275 675 6713 252 53 611 217 61 199
is_linear=0
shrinkage=0.05


Tree=506
num_leaves=31
num_cat=1
split_feature=37 72 125 95 34 31 110 56 136 31 53 97 89 31 120 17 2 117 17 88 93 83 54 108 27 93 56 120 66 12
split_gain=2.21034 3.68615 2.25019 1.9779 4.01117 5.42966 5.80322 5.24885 5.11094 7.608 5.98833 5.51081 5.43258 4.73739 4.58357 4.26137 4.15031 4.21906 4.02755 4.22969 3.90197 4.99691 4.80404 4.48534 4.80164 3.89085 4.24649 4.5561 3.81696 3.81604
threshold=6.5499999523162851 0.53652283549308788 0.89490029215812694 -0.9836764633655547 11.650000095367433 1020.1499938964845 0.89135101437568676 323.77409362792974 0 1021.6499938964845 7.0850000381469735 -0.9097597301006316 -0.74189522862434376 1018.1499938964845 0.13052122294902804 6.0650000572204599 335.50000000000006 0.95878320932388317 8.7100000381469744 -0.97948211431503285 -0.28115765750408167 325.01181030273443 0.90500000119209301 -0.24264366179704663 219.50000000000003 -0.95127645134925831 251.92370605468753 0.58068084716796886 15.784999847412111 2.9150000810623173
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 -1 -3 4 7 20 8 16 14 10 12 -11 -10 -9 15 -7 -2 -18 -17 -20 25 22 23 -22 -25 26 -6 -28 -24 -27
right_child=3 2 -4 -5 5 6 -8 13 9 11 -12 -13 -14 -15 -16 18 17 -19 19 -21 21 -23 28 24 -26 29 27 -29 -30 -31
leaf_value=0.0056441935820895663 0.00072655805636723074 -0.00010953131555156275 -0.019185333699883466 2.1410672293475654e-05 -0.00079461527379083314 0.015603955376606721 0.017787727901327707 -0.00065796515313772163 0.0031325589048163019 0.0077313467420880569 -0.00086878272815651839 -0.0072147792544832133 0.022866184382183741 -0.025900841400246413 0.008575870300022265 -0.015021986062694566 0.0065150280184829053 -0.01638435055501759 0.016331864776158774 -0.0044911699993434246 -0.010680149380156462 0.0033033048550501786 -0.0029274170030439677 -0.010230381249751124 0.0024051128251404755 7.8671457248851432e-05 -0.0062097125835311037 0.016523541195783763 -0.0091051186025585592 0.0071367228679723813
leaf_weight=38 4279 22 52 1283981 15626 26 63 41 49 115 63 133 121 34 90 83 477 21 27 252 84 410 2859 82 905 14900 528 23 274 194
leaf_count=38 4279 22 52 1283981 15626 26 63 41 49 115 63 133 121 34 90 83 477 21 27 252 84 410 2859 82 905 14900 528 23 274 194
internal_value=9.80347e-06 -0.007014 -0.0135141 1.03968e-05 -0.00032825 -0.000505929 0.0030877 0.00102328 0.002122 0.00569269 0.0122986 -0.000284116 0.0171783 -0.0121014 -0.0015576 -0.00394829 0.00122934 0.00554939 -0.00535259 -0.00247604 -0.000608275 -0.00196561 -0.00247947 0.000411394 0.00135536 -0.000408002 -0.000946736 -0.00526077 -0.00346769 0.000169387
internal_weight=1.32585e+06 112 74 1.32574e+06 41759 36907 1022 4852 959 481 233 248 170 75 478 388 4777 498 362 279 35885 4614 4204 1071 987 31271 16177 551 3133 15094
internal_count=1325852 112 74 1325740 41759 36907 1022 4852 959 481 233 248 170 75 478 388 4777 498 362 279 35885 4614 4204 1071 987 31271 16177 551 3133 15094
cat_boundaries=0 1
cat_threshold=242
is_linear=0
shrinkage=0.05


Tree=507
num_leaves=31
num_cat=1
split_feature=37 72 125 100 31 55 83 52 17 8 112 27 102 30 72 110 3 94 93 3 136 36 35 125 66 16 75 55 35 62
split_gain=1.99483 3.32675 2.0308 1.98027 8.52162 10.5857 10.4073 6.94183 9.98265 8.34901 8.36196 5.69017 4.84003 4.50476 4.4735 5.04464 5.51053 4.66505 4.23954 4.22548 4.18748 8.25035 10.5632 8.81532 6.22687 4.13579 4.43928 4.1491 4.03871 4.0062
threshold=6.5499999523162851 0.53652283549308788 0.89490029215812694 -0.74485555291175831 1007.0499877929689 3.054999947547913 324.04615783691412 0.38499999046325689 11.120000362396242 10.550000190734865 -0.60873827338218678 292.50000000000006 -0.80078229308128346 1023.0499877929689 0.39204870164394384 0.9665307104587556 308.50000000000006 0.41076906025409704 0.36699208617210394 154.50000000000003 0 16.250000000000004 14.84999990463257 -0.46173103153705591 3.6950000524520878 14.039999961853029 0.83662873506546032 3.3449999094009404 19.349999427795414 0.42103128135204321
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 -1 -3 4 5 -2 -7 9 14 11 12 28 -11 25 15 17 -17 -9 19 -13 21 -16 -23 24 -24 -10 -27 -28 -6 -19
right_child=3 2 -4 -5 7 6 -8 8 13 10 -12 18 -14 -15 20 16 -18 29 -20 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0053619839153004473 -0.0023125421502201353 -0.00010405485015574167 -0.018226066849624311 2.0199899180574902e-05 0.0025589362952871315 0.0047623002211145465 0.035050153128545862 -7.8856030494184955e-05 0.00066120739795424467 0.046852183310935901 0.0051424188724591988 0.01117815939243883 0.016944063010798285 -0.0090932745387927241 -0.0019442210600016836 -0.0072124657034873963 0.025068417005240918 -0.0090786187019833223 -0.02224562725134413 -0.0080229826780995085 -0.0033534566153652469 0.036007986097995728 -9.3234459991040438e-05 -0.00074264655184346894 0.032709074259186406 -0.00078146122230382444 0.026599760433392867 0.0025599834856111555 0.016420352501435236 0.011974630162119866
leaf_weight=38 664 22 52 1288958 673 1290 29 3069 11538 24 88 40 31 137 2225 20 39 235 34 101 5217 28 23 226 39 10852 28 50 57 25
leaf_count=38 664 22 52 1288958 673 1290 29 3069 11538 24 88 40 31 137 2225 20 39 235 34 101 5217 28 23 226 39 10852 28 50 57 25
internal_value=9.31329e-06 -0.0066633 -0.0128384 9.877e-06 -0.00035187 0.00283626 0.00542822 -0.000533543 -0.000657984 0.00347407 0.0147011 0.00170009 0.0299949 -5.41647e-05 -0.00188258 -0.000366795 0.0141257 -0.000623646 -0.00639741 -0.00257585 -0.00254454 -0.00086711 0.00668954 0.00383914 0.0205405 9.51853e-07 -0.000696032 0.0111896 0.00364127 -0.00705427
internal_weight=1.32585e+06 112 74 1.32574e+06 36782 1983 1319 34799 33751 1048 143 905 55 22605 11146 3388 59 3329 175 141 7758 2541 316 288 62 22468 10930 78 730 260
internal_count=1325852 112 74 1325740 36782 1983 1319 34799 33751 1048 143 905 55 22605 11146 3388 59 3329 175 141 7758 2541 316 288 62 22468 10930 78 730 260
cat_boundaries=0 1
cat_threshold=836
is_linear=0
shrinkage=0.05


Tree=508
num_leaves=31
num_cat=0
split_feature=37 124 86 87 33 89 78 67 14 79 111 82 26 52 87 28 124 41 12 34 8 67 36 41 96 97 60 31 28 78
split_gain=1.80033 3.14541 3.10435 2.55967 1.78949 3.49957 2.65889 1.73144 11.5427 8.60621 10.3833 7.35799 10.5705 9.25885 11.6553 13.0508 7.61473 6.8858 6.81428 6.75917 6.64512 6.51317 9.66652 6.55742 6.42262 6.38211 6.27738 8.78119 11.6604 12.9473
threshold=6.5499999523162851 0.87032255530357372 0.87464445829391491 0.8806251883506776 22.550000190734867 -0.54192733764648426 5.9749999046325692 8.305000305175783 1.735000014305115 13.164999961853029 -0.9350486397743224 309.61833190917974 299.50000000000006 14.135000228881838 0.84245347976684581 1015.5499877929689 -0.92384436726570118 11.050000190734865 2.0049999952316289 19.44999980926514 2.5499999523162846 41.57500076293946 14.750000000000002 14.050000190734865 -0.85352578759193409 -0.86475706100463856 0.48400303721427923 1011.2500000000001 1013.4500122070314 5.3650000095367441
decision_type=2 2 2 2 2 2 2 2 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 -4 7 6 -6 -2 9 10 -9 12 -10 14 15 18 -16 -13 -14 26 -20 23 -23 -17 -19 -18 27 -12 29 -29
right_child=4 2 3 -5 5 -7 -8 8 11 -11 19 17 13 -15 16 21 25 24 20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0072143112164699489 -2.1550429770356793e-05 -0.022188076588350373 0.010083170652034738 -0.014061140540339377 -0.011838920935902194 -0.00065877432407689823 0.0046174711283917232 -0.0068580181845875584 9.3399801176333099e-05 0.0032699654053802048 -0.0021149576192227141 0.00043012657603027379 -0.0003484440908812518 -1.4150718644232505e-05 -0.0058823770072562037 -0.00098956107826187454 -0.00020659929158812985 0.0037153113041654704 -0.0026073077668777181 0.0070988988971746551 0.003380603053994432 -0.0030035181526254931 -0.015262615881370185 0.026349962942979557 -0.0052425109307627331 -0.00219500691886291 9.3483103838246133e-05 0.0076868045778688641 0.0010329555329295296 0.0013484285309765288
leaf_weight=31 1003500 37 21 23 135 624 30 458 119578 3314 1771 81823 3392 29357 1149 7163 5352 253 528 410 3783 1187 186 22 957 16405 24124 1511 17002 1726
leaf_count=31 1003500 37 21 23 135 624 30 458 119578 3314 1771 81823 3392 29357 1149 7163 5352 253 528 410 3783 1187 186 22 957 16405 24124 1511 17002 1726
internal_value=8.84636e-06 -0.00633013 -0.0115138 -0.00253772 9.38189e-06 -0.00237111 -0.00884685 1.07995e-05 0.000111789 0.000807304 0.000633667 -1.72818e-05 -0.000190337 -0.000685474 -0.00118865 -0.000164954 -0.00191538 0.000374756 0.00132809 0.000707387 0.00264722 -0.00150883 -0.00466426 -0.000905849 -0.00336951 -0.00170588 0.000650584 0.00126119 0.00155662 0.00430712
internal_weight=1.32585e+06 112 81 44 1.32574e+06 789 165 1.32495e+06 321451 50316 47002 271135 188102 68524 39167 16261 22906 83033 7703 46544 4311 8558 1373 7185 1210 21757 46134 22010 20239 3237
internal_count=1325852 112 81 44 1325740 789 165 1324951 321451 50316 47002 271135 188102 68524 39167 16261 22906 83033 7703 46544 4311 8558 1373 7185 1210 21757 46134 22010 20239 3237
is_linear=0
shrinkage=0.05


Tree=509
num_leaves=31
num_cat=0
split_feature=100 31 54 83 84 52 17 8 103 33 55 35 93 84 30 72 60 56 110 71 74 31 75 67 31 55 74 64 82 38
split_gain=1.78881 7.53945 9.87319 7.70265 6.48886 6.26998 9.0405 7.55151 7.58191 5.46445 5.17706 4.83489 4.59155 4.08747 4.06598 4.04196 4.88081 4.70032 4.98199 3.96237 4.2251 3.81252 3.69339 4.71145 4.06991 3.78257 5.18444 4.63607 3.65538 3.63475
threshold=-0.74485555291175831 1007.0499877929689 2.3649998903274541 317.22868347167974 0.83091071248054515 0.38499999046325689 11.120000362396242 10.449999809265138 -0.90240320563316334 15.84999990463257 0.11499999836087228 19.349999427795414 0.20850363373756411 0.87201362848281871 1023.0499877929689 0.39204870164394384 0.64032059907913219 306.27381896972662 0.9665307104587556 256.84075927734381 0.83111432194709789 1016.2500000000001 0.42293164134025579 1.3949999809265139 1017.2500000000001 2.8149999380111699 0.35009844601154333 2.0149999856948857 318.64778137207037 15.34999990463257
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 -1 -4 -5 7 15 9 -9 12 -11 -12 -3 -14 19 17 -17 18 22 20 -8 -10 23 -7 25 26 29 -27 -6 -25
right_child=-2 5 3 4 28 6 14 8 21 10 11 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0033923558304576984 1.8214801117435595e-05 0.00076828360232515354 0.0038090980994360426 -0.00081382343279463908 0.012116704153066333 -0.00026278084263184337 -0.00033600909839453684 0.033729914139904497 0.013443226677676043 0.014888690719002874 -0.0011192626395688716 0.015902247308538512 -0.0045993413546133828 -0.025402550958096983 -0.0086376590831001316 -0.0027522857642317336 0.0023036455512586746 -0.0099443561829081414 0.014797227182758175 0.0017884606270030274 0.005604477885859333 -0.006619895649526049 -0.0022710598124803952 0.0089310376823720488 -0.0051568194689850019 0.0097634015793475939 0.0057022185356666649 -0.0077145982444388403 0.037726647147026504 0.029115287464864432
leaf_weight=503 1289067 404 1395 28 22 1417 19436 36 78 117 211 52 83 33 137 7247 511 123 56 2728 304 34 1323 38 75 79 150 73 38 54
leaf_count=503 1289067 404 1395 28 22 1417 19436 36 78 117 211 52 83 33 137 7247 511 123 56 2728 304 34 1323 38 75 79 150 73 38 54
internal_value=8.40405e-06 -0.000335397 0.00266099 0.00471415 0.0190613 -0.000506403 -0.000624668 0.00330235 0.0137687 0.00158121 0.00613876 0.00224621 -0.00174931 -0.0105175 -5.00487e-05 -0.00179004 -0.00241926 -0.000349222 1.22485e-05 2.3148e-06 -0.000244524 0.00735264 -0.000245763 0.00117495 0.0055188 0.00755097 0.0114336 0.00136936 0.0283363 0.0207783
internal_weight=1.32585e+06 36785 1986 1483 88 34799 33751 1048 148 900 380 263 520 116 22605 11146 7758 3388 3265 22468 19740 112 3209 1886 469 394 242 152 60 92
internal_count=1325852 36785 1986 1483 88 34799 33751 1048 148 900 380 263 520 116 22605 11146 7758 3388 3265 22468 19740 112 3209 1886 469 394 242 152 60 92
is_linear=0
shrinkage=0.05


Tree=510
num_leaves=31
num_cat=1
split_feature=107 110 136 41 118 94 20 59 35 75 40 130 99 78 29 15 120 67 28 103 99 11 55 29 117 115 29 31 75 59
split_gain=2.29909 5.92594 7.41371 10.0698 9.77334 9.08269 12.473 10.4102 9.28889 8.49834 8.37019 7.52038 8.85282 6.8767 6.56385 7.6916 6.41735 5.89462 8.88342 5.85722 5.327 5.29134 5.23782 7.20312 5.23062 5.20258 5.1364 5.58122 10.5191 7.76514
threshold=-0.90234872698783863 0.30428625643253332 0 13.449999809265138 0.46173103153705602 -0.46635219454765314 5.8750000000000009 236.68448638916018 17.849999427795414 0.40236599743366247 12.150000095367433 264.50000000000006 -0.8955247402191161 6.055000066757203 1015.1499938964845 2.2649999856948857 0.061046212911605842 2.6250000000000004 1014.1499938964845 0.15068583935499194 -0.77590516209602345 3.9500000476837163 6.0250000953674325 1016.6499938964845 0.9238443672657014 -0.62249094247817982 1014.0499877929689 1017.4500122070314 0.85740572214126598 185.80755615234378
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 6 7 9 10 -1 11 12 26 -13 15 -6 19 18 -11 -7 -16 -17 23 -18 -3 -23 -8 28 29 -28
right_child=-2 24 -4 -5 14 16 8 -9 -10 17 -12 13 -14 -15 20 21 22 -19 -20 -21 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.034782183774419738 3.1157622873770269e-05 -0.00054526911976771877 -0.00012501998864776137 0.016616336947306989 0.0038782632710877996 -0.00019886561289517127 0.0083425058063509618 -0.0018483726091727737 -0.0059825320559545514 -0.0072163744531571873 0.034153532698040917 0.0017794439860153945 -0.00058343604737533597 -0.017688085060826569 -0.0016528448289763065 -0.0068596598836679571 0.0014976989075183552 0.014469766857956061 0.011280423574703368 0.00218326875240098 -0.0084761712167029275 0.0008296832927336032 -0.00018255984231132854 -0.0086710289205189622 0.0054965768893372215 -0.024937658179551365 -0.012959189632335517 0.0057829423798097888 0.017267365819188179 0.00065604163743225997
leaf_weight=37 1091335 72593 134655 100 1244 4103 692 187 337 100 21 96 1175 86 3850 351 281 351 185 6954 309 954 3595 458 360 20 127 992 81 597
leaf_count=37 1091335 72593 134655 100 1244 4103 692 187 337 100 21 96 1175 86 3850 351 281 351 185 6954 309 954 3595 458 360 20 127 992 81 597
internal_value=6.15902e-07 -0.000141285 2.72782e-05 0.000778705 0.000720728 0.00126446 0.00310127 0.0085877 0.00197893 0.0114875 0.00267275 0.00250086 0.00299363 -0.0074195 -0.000932373 0.00105472 0.000660108 0.0101323 0.00479032 0.00129931 -0.0021598 -0.00159621 -0.000970646 -0.00480444 -0.000515455 0.00030058 0.00468228 0.00327277 0.000179499 -0.00173227
internal_weight=1.32623e+06 234891 161938 27283 27183 20455 5064 860 4204 673 3867 3846 3664 182 6728 2569 15391 636 285 11057 4159 1325 4334 739 72953 974 2489 1797 805 724
internal_count=1326226 234891 161938 27283 27183 20455 5064 860 4204 673 3867 3846 3664 182 6728 2569 15391 636 285 11057 4159 1325 4334 739 72953 974 2489 1797 805 724
cat_boundaries=0 1
cat_threshold=1794
is_linear=0
shrinkage=0.05


Tree=511
num_leaves=31
num_cat=0
split_feature=88 64 91 110 0 77 52 66 57 106 90 9 121 62 80 105 12 115 65 32 72 20 36 127 22 54 96 71 104 19
split_gain=2.94087 4.29472 4.12456 3.34582 4.6841 5.3181 5.91614 4.36268 3.79619 3.28255 3.24933 3.22972 3.1583 4.66417 3.07974 2.98193 2.95219 2.87183 3.52656 3.56678 4.28806 3.41211 2.8438 2.84129 2.79922 2.74331 2.71177 2.82154 2.6813 2.60999
threshold=0.93781355023384105 33.504999160766609 -0.90558323264121998 0.92223885655403148 350.50000000000006 20.435000419616703 0.62500000000000011 10.234999656677248 154.05999755859378 -0.65968850255012501 -0.93728470802307118 1.5500000119209292 -0.8703225553035735 0.24109000712633136 317.28361511230474 -0.73512184619903553 2.2549999952316289 -0.95878320932388295 1.2450000047683718 13.949999809265138 0.62292951345443737 5.3949999809265146 16.849999427795414 0.56638467311859142 5.9249999523162851 1.075000047683716 -0.46312375366687769 279.23751831054693 -0.22155133634805677 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 9 7 5 6 -5 8 16 14 -11 25 13 -13 15 -2 17 22 21 20 -20 -19 -4 -15 -17 -10 -14 -28 -7 -16
right_child=1 -3 3 4 -6 28 -8 -9 11 10 -12 12 26 23 29 24 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.814935031952155e-06 0.0043260829313857647 0.014332964998192905 0.022176985235677828 -0.02382585137066516 -0.012276250134046013 0.023195003575700174 0.008754935934159316 -0.010214371697808755 -0.021491844753424329 -0.01519059008779995 -0.00036519105691527361 0.02247773702773783 -0.0031905230900617742 -0.0051785546517389459 0.025364304565150167 -0.020178856020076918 0.017370144619295994 -0.00040594720403137419 0.025192794011284908 -0.0075740204166088792 -0.0046960949851199991 -0.020373359131626786 -0.00019036224732796352 0.012919348645313035 0.0019083459861576558 -0.0062244915428078355 -0.0053812548022584197 -0.021773891092189367 0.0023112806731660387 0.0022188476031823529
leaf_weight=1323735 321 41 27 22 37 51 38 235 45 47 173 27 754 86 29 26 30 46 30 35 20 40 30 29 32 85 70 42 22 21
leaf_count=1323735 321 41 27 22 37 51 38 235 45 47 173 27 754 86 29 26 30 46 30 35 20 40 30 29 32 85 70 42 22 21
internal_value=5.8506e-07 -0.00171579 -0.00198436 -0.00321588 0.00345936 0.00783693 -0.00319135 -0.00391165 -0.00285066 0.00143315 -0.00353244 -0.00409214 -0.00313556 0.00377609 0.0039796 0.00244087 0.00262533 0.000685224 -0.0025546 0.0046679 0.0132372 -0.00969312 0.0104047 -0.000614736 -0.00799281 -0.0115093 -0.00426887 -0.0115285 0.0169013 0.0156432
internal_weight=1.32623e+06 2491 2450 1801 170 133 60 1631 1396 649 220 1138 1008 142 429 379 258 228 171 85 50 86 57 115 58 130 866 112 73 50
internal_count=1326226 2491 2450 1801 170 133 60 1631 1396 649 220 1138 1008 142 429 379 258 228 171 85 50 86 57 115 58 130 866 112 73 50
is_linear=0
shrinkage=0.05


Tree=512
num_leaves=31
num_cat=0
split_feature=107 110 33 22 94 38 64 11 76 15 115 4 64 108 22 86 55 23 72 124 19 103 92 36 108 36 55 4 91 90
split_gain=2.09213 5.63956 5.71869 6.30991 6.14189 8.3509 6.78756 5.88204 6.54009 7.62441 9.21358 6.1525 5.853 5.72724 5.65615 5.39736 5.82592 5.17668 4.95934 4.95225 5.13247 4.88751 6.93743 4.79838 4.85205 4.71695 4.97543 4.69363 4.84573 6.26192
threshold=-0.90768852829933155 0.17293098568916324 11.949999809265138 6.9449999332427987 0.15860630571842196 19.550000190734867 5.8550000190734872 0.84999999403953563 4.2349998950958261 1.1150000095367434 -0.94260558485984791 7.6499998569488534 1.075000047683716 0.86266121268272411 5.8450000286102304 0.7974475920200349 0.31499999761581426 6.7850000858306894 0.52586430311203014 -0.50751903653144825 11.775000095367433 -0.42512883245944971 0.56491035223007213 9.3499999046325701 0.52728456258773815 11.949999809265138 0.19500000029802325 2.8500000238418584 -0.75599443912506092 -0.78727519512176503
decision_type=2 2 2 2 2 2 2 2 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 15 7 6 21 19 8 9 -4 -11 12 -9 -13 -15 16 -3 -12 -8 20 -5 22 -6 -18 -25 26 -14 -26 -29 -30
right_child=-2 2 3 4 5 -7 18 11 -10 10 17 13 25 14 -16 -17 23 -19 -20 -21 -22 -23 -24 24 27 -27 -28 28 29 -31
leaf_value=8.1423844108180824e-05 2.9094715694563143e-05 0.0093300409080479679 0.0038850897254727396 0.0049360694406412175 -0.0045737221440037669 0.0091553913840748402 -0.0091662997244766568 -0.0023132013542291555 0.0010799130370005914 -0.0052710926607251168 0.043866285330482896 0.0006357559520900162 0.014850102075213339 0.012531821716924929 0.00012918140063152076 0.00069054114477665846 0.0024301362207085737 0.017829801559093455 -0.0023783804205169366 -0.0012451194538311717 -0.00078458814911155092 -0.00049700674967547646 -0.031603149331307839 -0.00044981314642940731 -0.0066225471177246437 -2.1479264315925289e-05 -0.0050130561185178215 -0.00063573089668607754 0.0022704032054035993 -0.01065449411586112
leaf_weight=128064 1099215 147 174 730 156 223 276 4491 659 25 35 7232 33 206 166 18228 1154 42 10741 6829 847 18294 28 11315 612 13243 706 1925 138 292
leaf_count=128064 1099215 147 174 730 156 223 276 4491 659 25 35 7232 33 206 166 18228 1154 42 10741 6829 847 18294 28 11315 612 13243 706 1925 138 292
internal_value=5.55807e-07 -0.000137633 -0.000421152 -0.000695016 -0.00110925 -0.000462487 -0.00173198 -0.000110371 0.00378616 0.0102478 0.0211019 -0.000250083 -0.000742825 0.000946973 0.00699731 0.000106441 -0.000576803 0.0296646 -0.00254843 -0.000661924 0.00186353 -0.00057856 -0.0086869 -0.000671148 -0.000921735 -0.000238422 -0.00412607 -0.00272146 -0.00170768 -0.0065065
internal_weight=1.32623e+06 227011 98947 65136 38124 18701 19423 27012 935 276 102 26077 18473 7604 372 33811 15583 77 11017 8406 1577 18478 184 15436 14282 13982 739 2967 2355 430
internal_count=1326226 227011 98947 65136 38124 18701 19423 27012 935 276 102 26077 18473 7604 372 33811 15583 77 11017 8406 1577 18478 184 15436 14282 13982 739 2967 2355 430
is_linear=0
shrinkage=0.05


Tree=513
num_leaves=31
num_cat=0
split_feature=88 64 91 110 70 66 112 96 57 5 21 67 9 125 11 106 3 90 31 4 4 73 14 58 83 62 55 126 21 55
split_gain=2.65757 3.87728 3.72109 3.01758 4.28259 3.93355 3.76872 3.67128 3.42631 3.07611 3.23346 3.03535 3.00613 3.34083 3.06355 2.96107 2.95208 2.933 2.7436 2.71229 2.64978 2.58738 2.53589 4.84486 2.52446 2.46041 3.40732 2.43556 2.42326 2.48227
threshold=0.93781355023384105 33.504999160766609 -0.90558323264121998 0.92223885655403148 337.77552795410162 10.234999656677248 -0.44618082046508784 -0.69426152110099781 154.05999755859378 2.1499999761581425 6.8250000476837167 32.835000991821296 3.2500000000000004 -0.60873827338218678 8.3499999046325701 -0.65968850255012501 347.50000000000006 -0.93728470802307118 1016.9500122070314 10.449999809265138 7.1499998569488534 0.33447821438312536 1.8750000000000002 272.97486877441412 330.37434387207037 0.21170290559530261 1.8049999475479128 0.76037701964378368 6.5250000953674325 2.685000061988831
decision_type=2 2 2 2 2 2 2 2 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 15 5 6 8 7 -5 19 10 18 -7 -11 -14 24 16 -2 -17 -10 21 -6 -4 23 27 -15 -23 -27 -16 29 -19
right_child=1 -3 3 4 20 11 -8 -9 9 12 -12 -13 13 14 22 17 -18 28 -20 -21 -22 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.598380562107182e-06 0.0028373481746687538 0.013617797741075841 -0.0076547608776309064 -0.011468176938819165 0.0028850995201187639 -0.011527742699697011 0.016932684106249658 0.01527476804774432 -0.0081428047143466149 0.011079868926212957 0.0017675758301680744 0.0079799971543252479 -0.0128402791795088 0.0014020094152079761 -0.011217168041250924 -0.014432519028319957 0.022060431406966279 0.0057084489519822236 -0.021358344977596533 0.019283925020135942 -0.019478634525418145 0.016394609658781326 -0.0015488693079242677 -0.025214616545453306 -0.015966083663939076 -0.0021870435939894783 0.019260609196498992 0.0038680859168784484 -0.012312308724914843 -0.011688750624656678
leaf_weight=1323735 408 41 64 33 26 213 63 21 144 39 57 22 80 427 66 47 21 114 54 22 27 33 163 41 22 117 22 45 34 25
leaf_count=1323735 408 41 64 33 26 213 63 21 144 39 57 22 80 427 66 47 21 114 54 22 27 33 163 41 22 117 22 45 34 25
internal_value=5.28016e-07 -0.00163109 -0.00188627 -0.00305601 0.00328335 -0.00371676 0.00862461 -0.00106814 -0.0027093 -0.00388875 -0.00872613 -0.00970149 -0.00249178 -0.0031189 -0.00210096 0.00135979 0.00377834 -0.00335637 -0.011747 0.00249307 -0.00850775 0.000927825 -0.00588106 -0.0105268 0.000551012 0.00412135 0.00120755 -0.00510152 -0.000347249 0.00257946
internal_weight=1.32623e+06 2491 2450 1801 170 1631 117 54 1396 1138 255 235 883 844 764 649 429 220 198 258 53 236 315 152 449 172 139 111 173 139
internal_count=1326226 2491 2450 1801 170 1631 117 54 1396 1138 255 235 883 844 764 649 429 220 198 258 53 236 315 152 449 172 139 111 173 139
is_linear=0
shrinkage=0.05


Tree=514
num_leaves=31
num_cat=0
split_feature=88 64 91 123 66 83 13 0 55 23 98 1 35 115 28 100 62 23 66 35 95 72 66 83 96 13 60 31 63 71
split_gain=2.39846 3.49925 3.35829 2.74592 2.84134 3.52572 3.16181 3.49481 2.95269 3.12787 2.74471 4.00567 3.63503 3.1892 4.54163 3.10031 3.84187 3.48082 3.93388 3.67691 3.06394 4.47804 4.71386 4.06365 3.41958 3.16698 3.03816 3.00761 2.90226 3.82896
threshold=0.93781355023384105 33.504999160766609 -0.90558323264121998 -0.99687939882278431 9.5650000572204608 331.24639892578131 2.8149999380111699 354.50000000000006 5.3550000190734872 7.5650000572204599 -0.68283921480178822 341.50000000000006 11.250000000000002 -0.89490029215812672 1014.6499938964845 0.52383688092231762 0.17077676951885226 5.4049999713897714 1.5149999856948855 14.250000000000002 -0.5135674476623534 0.58437010645866405 1.1150000095367434 267.02586364746099 -0.89938625693321217 1.5049999952316286 0.24610844254493716 1016.5499877929689 0.34290088713169103 320.82228088378912
decision_type=2 2 2 2 2 2 2 2 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 8 7 10 9 -6 15 12 -12 14 -14 16 -5 18 -17 -19 21 22 23 -18 -24 -26 -22 -21 29 -13
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11 11 28 13 -15 -16 17 20 19 -20 27 26 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.4184616839143733e-06 0.0012918019045190241 0.012936907988495944 -0.017419162877922646 0.011825450224181017 -0.014488902750377687 0.0040632402124046755 0.014899110833981209 -0.018671826225134632 0.0030059247314439793 0.0047464471155156699 -0.023000645607381184 0.027929579709995201 -0.0078285111183369598 -0.008061318364212566 0.022775655959478835 0.00402623430476524 0.0072687251090600693 0.0049030837182423665 0.029008731052566034 -0.012928081140853465 -0.0013218831813351796 -0.0087578213952481752 0.011780931287570498 -0.013375878817777135 0.0053884665754328417 -0.018880482334643605 -0.013436369736058017 0.009285325026139617 -0.0096416818421511431 -0.00067121724225580699
leaf_weight=1323735 649 41 32 45 177 57 28 31 38 24 34 22 27 245 22 40 37 192 26 64 91 125 130 67 41 20 120 20 21 25
leaf_count=1323735 649 41 32 45 177 57 28 31 38 24 34 22 27 245 22 40 37 192 26 64 91 125 130 67 41 20 120 20 21 25
internal_value=5.01616e-07 -0.00154953 -0.00179196 -0.00290321 -0.00264062 -0.00711078 -0.00174234 -0.00206481 -0.00977572 -0.0121921 -0.00170072 -0.00523272 -0.00752241 -0.00573241 0.00591214 -0.000326781 -0.00228941 0.00355257 0.0138678 0.00108587 -0.00329602 -0.0008265 0.00253423 -0.00603116 0.00719811 -0.00256857 -0.00821164 -0.00763917 0.00581169 0.0127164
internal_weight=1.32623e+06 2491 2450 1801 1769 296 1473 1445 239 201 1414 396 328 294 49 1018 676 342 66 276 631 420 295 104 191 61 211 84 68 47
internal_count=1326226 2491 2450 1801 1769 296 1473 1445 239 201 1414 396 328 294 49 1018 676 342 66 276 631 420 295 104 191 61 211 84 68 47
is_linear=0
shrinkage=0.05


Tree=515
num_leaves=31
num_cat=0
split_feature=54 52 56 70 68 122 34 60 80 111 64 55 60 123 52 28 62 63 79 22 56 3 53 2 6 57 118 111 79 68
split_gain=2.05962 9.66445 8.80174 11.5656 11.2968 6.18873 6.13836 6.67983 5.94167 6.9001 5.41843 6.39278 5.32659 5.31959 5.29605 5.28938 5.57074 10.598 5.1146 5.11266 5.78258 6.45501 5.11103 4.93705 4.9159 6.10331 4.88173 4.72092 8.55508 6.85836
threshold=9.6250000000000018 7.1949999332427987 227.14442443847659 301.88951110839849 272.40499877929693 -0.76037701964378346 6.1499998569488534 0.49860376119613653 330.27830505371099 0.70899027585983287 1.7250000238418581 16.634999275207523 0.6982390582561494 -0.67556449770927418 4.8250000476837167 1023.4500122070314 0.29823604226112371 0.70392471551895153 9.0650000572204608 7.9649999141693124 294.37272644042974 280.50000000000006 7.0850000381469735 8.5000000000000018 10.34999990463257 239.0810470581055 -0.9366365075111388 -0.092057317495346055 31.625000000000004 307.12254333496099
decision_type=2 2 2 2 2 2 2 2 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 4 12 6 -6 7 -3 9 -2 -10 -12 22 -11 -15 16 17 -7 -16 24 21 -21 -4 -22 -5 -26 -17 28 29 -1
right_child=8 2 3 19 5 15 -8 -9 10 13 11 -13 -14 14 18 26 -18 -19 -20 20 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00024759445670516161 -0.00022287176208275869 0.0031781719804231849 0.0020053363733527571 0.0032802076147341896 -0.003977792431588887 -0.0057226329393296046 0.0010672609016605765 0.031324532920760768 -0.010840414556411979 -0.00073942314715602045 0.00066759667948975093 -0.0026280522104098962 -0.00041739732173477425 0.0038995567046597041 -0.00028407848554033081 0.033915308043360709 -0.00042021617003327707 0.030257110439595725 0.0011106113176728835 -0.0057835447667446138 0.0099886153578100847 0.0025296175702139924 0.0003911701811521705 0.00096359905105731678 -0.0075669759938022055 0.0014692216683998445 0.0042265365189976161 -3.8620579167302929e-05 0.0038669013543818527 0.0046709157510404211
leaf_weight=57016 186859 53 7435 8288 2044 806 5789 35 156 6920 2337 3973 10786 1314 9749 20 5752 21 20181 633 187 370 14406 799 206 2012 45 975214 1747 890
leaf_count=57016 186859 53 7435 8288 2044 806 5789 35 156 6920 2337 3973 10786 1314 9749 20 5752 21 20181 633 187 370 14406 799 206 2012 45 975214 1747 890
internal_value=-5.18424e-06 2.34728e-05 0.000642119 0.000987084 -0.000426575 -0.00157185 0.00126649 0.0143727 -0.000140684 -9.77439e-05 -0.00163504 -0.00140746 0.000491704 0.000514909 0.000792721 -0.000831672 -0.000971899 -0.004809 0.000656324 0.00228062 -4.38605e-05 -0.00271687 0.000940656 0.00267524 0.0027207 0.000629972 0.0133615 -1.22082e-05 0.000419584 0.00031558
internal_weight=1.32604e+06 1.09455e+06 59687 45122 14565 8688 5877 88 231489 225023 6466 6310 32627 38164 31244 6644 6579 827 29930 12495 1989 1003 21841 986 10506 2218 65 1.03487e+06 59653 57906
internal_count=1326043 1094554 59687 45122 14565 8688 5877 88 231489 225023 6466 6310 32627 38164 31244 6644 6579 827 29930 12495 1989 1003 21841 986 10506 2218 65 1034867 59653 57906
is_linear=0
shrinkage=0.05


Tree=516
num_leaves=31
num_cat=2
split_feature=54 52 92 31 100 14 16 56 55 52 63 16 68 136 30 136 74 31 33 66 114 52 68 17 82 55 28 31 29 3
split_gain=1.85881 8.79163 13.2534 10.8129 9.88899 9.13669 8.31234 7.85208 10.4235 20.8532 10.1352 8.88861 8.79053 8.76646 8.09853 11.7086 7.81422 7.72659 12.2684 8.41794 8.07561 7.39729 7.27128 11.6268 8.2877 8.0092 9.75339 8.18906 7.13397 7.11094
threshold=9.6250000000000018 5.1749999523162851 0.26155410706996923 1017.3500061035157 0.59404394030570995 2.8750000000000004 11.775000095367433 251.92370605468753 1.4149999618530276 1.8550000190734866 0.39522832632064825 11.120000362396242 261.28742980957037 0 1011.8500061035157 1 0.34127472341060644 1016.7500000000001 13.750000000000002 14.675000190734865 -0.73724925518035878 0.10500000044703485 291.71707153320318 7.4149999618530282 295.61131286621099 3.8549998998641972 1019.9500122070314 1025.350036621094 1009.2500000000001 338.50000000000006
decision_type=2 2 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 2 2 2
left_child=1 7 4 5 -3 6 -4 22 9 12 17 -12 -9 -13 15 -14 -6 18 19 29 -19 -16 24 -24 -1 -25 -27 -28 -20 -10
right_child=-2 2 3 -5 16 -7 -8 8 10 -11 11 13 14 -15 21 -17 -18 20 28 -21 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=3.1488658991059618e-05 -0.00013364981451324882 0.0003313343477495263 0.0041825559092986348 0.00035605261922013782 -0.0072958885468131706 -9.7159035279737515e-05 0.0016693833159943648 -0.0020680283402332105 0.00082449967523666109 0.0022883056708941111 0.00019572401507530427 -0.0025456509930239634 -0.0096733303733701325 -0.00044952890115124719 0.002722860867218793 -0.00097101547780641399 -0.00096916853731051256 -0.0015723705852839127 -0.0070083630755669521 -0.0021479367484594333 -0.0045634921407693698 0.00010809720983991745 0.0020061994335388547 -5.9913839574879197e-05 -0.00059114226883907883 0.0015853401235686741 -0.0045329368398393261 0.0078163381093759952 -0.0018265493239759138 0.0066920389256662442
leaf_weight=715835 231489 63784 5835 16020 510 3521 7544 6030 5888 9529 32100 7129 398 16604 3025 7530 11342 6271 731 2365 3525 25560 10901 51060 57758 14675 1095 153 7270 566
leaf_count=715835 231489 63784 5835 16020 510 3521 7544 6030 5888 9529 32100 7129 398 16604 3025 7530 11342 6271 731 2365 3525 25560 10901 51060 57758 14675 1095 153 7270 566
internal_value=-4.92503e-06 2.22992e-05 0.000449367 0.00128678 8.48884e-05 0.00216905 0.00276546 -2.472e-05 -0.00037971 0.000174115 -0.000729486 -0.000346733 -0.000299433 -0.00108043 -7.3551e-06 -0.00142131 -0.00124141 -0.0015324 -0.000882262 0.000403955 -0.0026487 0.000384804 3.13632e-05 0.000491854 -1.49982e-05 0.000245406 0.00122447 -0.00301896 -0.00229998 0.00133907
internal_weight=1.32604e+06 1.09455e+06 108556 32920 75636 16900 13379 985998 134521 52072 82449 55833 42543 23733 36513 7928 11852 26616 16820 8819 9796 28585 851477 77884 773593 66983 15923 1248 8001 6454
internal_count=1326043 1094554 108556 32920 75636 16900 13379 985998 134521 52072 82449 55833 42543 23733 36513 7928 11852 26616 16820 8819 9796 28585 851477 77884 773593 66983 15923 1248 8001 6454
cat_boundaries=0 1 2
cat_threshold=4625 4100
is_linear=0
shrinkage=0.05


Tree=517
num_leaves=31
num_cat=3
split_feature=18 67 31 124 39 115 84 136 9 17 124 95 136 101 30 27 6 31 130 130 72 136 12 21 125 93 98 94 53 4
split_gain=2.03126 11.9002 9.02469 8.54022 6.95495 6.84943 6.10602 6.33978 5.15841 5.03005 5.0825 4.87157 8.35947 6.6128 6.03128 5.80044 5.47748 5.41164 5.28823 5.69498 5.20117 6.02577 5.52833 5.28858 5.03604 4.94702 5.25493 5.12083 5.44491 7.91137
threshold=7.4149999618530282 2.7749999761581425 1017.6499938964845 0.97625884413719188 16.650000572204593 -0.95878320932388295 0.85262987017631542 0 9.0500001907348651 6.4600000381469735 0.14780378341674807 -0.71525645256042469 1 0.10517791658639909 1018.3500061035157 294.50000000000006 0.94999998807907116 1013.4500122070314 313.50000000000006 332.50000000000006 0.48250368237495428 2 0.78499999642372142 5.5250000953674325 -0.43049471080303187 -0.12887790054082868 -0.8845759630203246 -0.26075929403305048 0.38499999046325689 8.7500000000000018
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=1 11 3 5 6 9 7 -4 -7 10 -3 12 16 14 20 -16 17 -1 -15 -20 21 -13 -23 -24 -22 26 -14 28 29 -28
right_child=-2 2 4 -5 -6 8 -8 -9 -10 -11 -12 13 25 18 15 -17 -18 -19 19 -21 24 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.020954167203209993 -2.7985230707419325e-05 -0.0024326914473365071 0.0061861576817390483 0.0066185368755855793 0.0089436434200107461 0.0030893661562148367 -0.0019724016436264069 -0.0001900137092665352 0.0011826917987425732 -0.0017262544099496326 0.0058845829777142387 -0.0013593628160096297 -0.00034651785038378148 3.6021860280825173e-05 -0.0015835393287729647 -0.0077274830538296875 0.0022929723992545933 0.0056290007826352781 -0.0083221471244907703 0.0005723180762682873 -0.0037433267113566749 -0.0024680522161443512 0.0033839167442435477 -0.0019174549681977269 -0.00083652757172595965 -0.00156182410010853 0.0044369005325631495 -0.0015051437492050322 0.0019614951572038061 0.023163597232164587
leaf_weight=74 1161383 289 506 843 189 5801 3888 1600 9131 2458 504 3400 6167 104141 982 631 3175 260 393 332 2159 708 2587 575 4809 3099 248 1012 4626 73
leaf_count=74 1161383 289 506 843 189 5801 3888 1600 9131 2458 504 3400 6167 104141 982 631 3175 260 393 332 2159 708 2587 575 4809 3099 248 1012 4626 73
internal_value=-4.68392e-06 0.000159665 0.0011594 0.00169871 -0.000500115 0.00147062 -0.000797892 0.00137043 0.00192342 -0.000609151 0.00285345 -2.10607e-05 0.000729115 -0.00013748 -0.00108933 -0.00398703 0.00292536 0.0090244 6.39634e-06 -0.0042491 -0.000761052 0.000174532 0.00152172 0.00241988 -0.00173718 0.000220866 0.000676644 0.00173552 0.00239846 0.00869562
internal_weight=1.32604e+06 164660 25209 19026 6183 18183 5994 2106 14932 3251 793 139451 18734 120717 15851 1613 3509 334 104866 725 14238 7270 3870 3162 6968 15225 12126 5959 4947 321
internal_count=1326043 164660 25209 19026 6183 18183 5994 2106 14932 3251 793 139451 18734 120717 15851 1613 3509 334 104866 725 14238 7270 3870 3162 6968 15225 12126 5959 4947 321
cat_boundaries=0 1 2 3
cat_threshold=768 1154 4964
is_linear=0
shrinkage=0.05


Tree=518
num_leaves=31
num_cat=2
split_feature=18 67 31 124 36 84 32 115 136 6 136 54 38 84 32 115 53 9 131 26 64 11 67 92 20 95 53 74 119 12
split_gain=1.8335 10.7423 8.141 7.70755 6.62272 6.91291 8.94384 6.18161 6.04126 5.83837 5.1286 7.82256 5.17385 4.76469 4.73186 6.30662 4.6903 4.65547 4.56605 6.63648 5.3274 5.38702 5.20638 7.43488 5.86999 5.14014 4.97352 4.82359 7.3516 6.15815
threshold=7.4149999618530282 2.7749999761581425 1017.6499938964845 0.97625884413719188 13.650000095367433 0.84898558259010326 11.550000190734865 -0.95878320932388295 0 1.3499999642372134 1 1.4650000333786013 16.550000190734867 0.86297753453254711 13.84999990463257 -0.53727915883064259 2.7749999761581425 9.0500001907348651 315.50000000000006 324.50000000000006 2.5149999856948857 1.7500000000000002 1.2749999761581423 0.02606101613491774 4.6749999523162851 -0.94549131393432606 9.0450000762939471 0.57078829407691967 0.96811076998710643 1.6950000524520876
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 18 3 7 5 8 -7 -3 -4 -10 12 -12 -6 -5 16 -16 -13 -9 20 -20 26 -22 24 25 -21 -24 27 -1 -29 -30
right_child=-2 2 4 13 10 6 -8 17 9 -11 11 14 -14 -15 15 -17 -18 -19 19 22 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=3.721399754610215e-05 -2.6585968872128052e-05 -0.00057869388830245777 0.0063237122673833598 0.0099108405058534327 -0.0033716658282562395 -0.00042899346097737608 -0.005753125363945101 0.0029348978633344453 0.014802723093218787 -0.0013323179003186033 0.013787257204621182 0.017374434375669805 0.0073189225617485741 0.00238772890028163 0.0015998093240516154 -0.017255279591137714 0.0022933435323096189 0.0011235572203239783 -0.0048331459827433074 -0.0092611953286298853 0.0058605888531324136 0.00091153172653185121 0.020745900624564717 -0.012371884526104713 0.0099477384863662192 -0.00045614702439007276 -0.0063181991591312915 -0.00094949135057409905 -0.017696749014357308 0.0027935347326521606
leaf_weight=120498 1161383 3251 432 437 461 1880 1359 5801 59 1127 206 80 150 406 229 55 145 9131 1127 48 597 6962 35 122 232 156 317 9185 119 53
leaf_count=120498 1161383 3251 432 437 461 1880 1359 5801 59 1127 206 80 150 406 229 55 145 9131 1127 48 597 6962 35 122 232 156 317 9185 119 53
internal_value=-4.44798e-06 0.000151696 0.00110155 0.00161377 -0.000474625 -0.00132965 -0.00266286 0.00139709 0.00133926 -0.000525219 0.00265723 0.00548963 -0.000735104 0.00628761 0.0022393 -0.0020517 0.00765551 0.00182725 -2.00126e-05 -0.00258026 1.196e-05 0.0013024 0.00170138 -0.00272978 0.00665478 0.00342904 -6.29751e-05 -4.77049e-05 -0.00114128 -0.0113829
internal_weight=1.32604e+06 164660 25209 19026 6183 4857 3239 18183 1618 1186 1326 715 611 843 509 284 225 14932 139451 1720 137731 7559 593 313 280 191 130172 129855 9357 172
internal_count=1326043 164660 25209 19026 6183 4857 3239 18183 1618 1186 1326 715 611 843 509 284 225 14932 139451 1720 137731 7559 593 313 280 191 130172 129855 9357 172
cat_boundaries=0 1 2
cat_threshold=2848 3120
is_linear=0
shrinkage=0.05


Tree=519
num_leaves=31
num_cat=1
split_feature=113 71 128 79 52 93 136 0 21 56 72 17 90 15 39 30 35 28 126 74 120 4 38 120 3 40 125 32 38 68
split_gain=1.81437 4.32253 6.73077 12.1028 6.55098 6.36802 6.3468 7.98136 7.40928 9.21731 7.64419 7.59638 7.26425 7.03068 6.45983 9.67161 7.09277 6.89682 10.2761 8.19036 7.00284 6.31318 6.29734 6.22989 6.20698 9.28017 6.17396 6.83104 6.68594 5.77046
threshold=-0.77159520983695973 293.28337097167974 192.50000000000003 3.554999947547913 0.38499999046325689 0.65569519996643078 0 6.5000000000000009 7.4249999523162851 277.87727355957037 0.84188401699066173 15.405000209808351 -0.48729519546031946 1.0049999952316286 13.84999990463257 1010.8500061035157 13.050000190734865 1022.2500000000001 0.63605400919914257 0.78344273567199718 0.83385404944419872 8.0500001907348651 21.150000572204593 -0.58068084716796864 12.500000000000002 5.7500000000000009 0.87878364324569713 12.449999809265138 15.84999990463257 315.35960388183599
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 -1 -4 24 -5 7 -6 14 11 -11 13 -9 -10 17 16 -16 18 19 23 -19 -15 26 -8 25 -3 27 -17 -29 -26
right_child=-2 4 3 5 6 -7 8 12 9 10 -12 -13 -14 21 15 22 -18 20 -20 -21 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=3.4788950265236428e-06 -8.1284777357654094e-05 0.0052223465611468192 0.0031899752809801184 -0.002630732240386647 -0.0042976636741879652 0.010284230128391502 0.0021990211097957604 0.00012579714594471329 0.0060856045020045713 -0.00035497683990775626 0.00089778494951570141 0.0028409448895196717 -0.0030892868630002434 -0.0016719242670911285 0.0053529674365277854 0.0057395812701348872 -0.0018794368352364644 0.0025116097255336819 -0.0006462681766811997 0.0023778114235747201 -0.0033860446517589831 0.0043853895248094693 -0.010498842145926637 -0.00085361058560026737 0.0010609184702445244 0.035655769806068681 0.0038592063755815316 0.0003788121009511182 0.002552296598615876 0.012495068242707481
leaf_weight=684723 484653 685 1141 5958 1443 97 2341 11136 312 23105 25745 1165 2086 14839 382 890 3011 5224 20471 6693 557 443 103 5843 4692 26 3314 9037 5815 113
leaf_count=684723 484653 685 1141 5958 1443 97 2341 11136 312 23105 25745 1165 2086 14839 382 890 3011 5224 20471 6693 557 443 103 5843 4692 26 3314 9037 5815 113
internal_value=-4.22319e-06 4.01654e-05 -1.2508e-05 -0.00153371 0.000283997 -0.00242384 0.000219201 -0.000766263 0.000331013 -4.18664e-05 0.000305256 -0.00105368 -0.000381438 -0.00134464 0.000715235 0.00139531 -0.00106518 0.000342333 8.04911e-05 0.00108052 0.00194337 -0.00149633 0.00183106 1.95823e-05 0.00197501 0.00633524 0.0018977 0.00148476 0.0012298 0.00132982
internal_weight=1.32604e+06 841390 691919 7196 149471 6055 143955 14665 129290 65609 48850 16759 13222 15594 63681 22552 3393 41129 35348 14877 5781 15282 19159 8184 5516 711 19056 15742 14852 4805
internal_count=1326043 841390 691919 7196 149471 6055 143955 14665 129290 65609 48850 16759 13222 15594 63681 22552 3393 41129 35348 14877 5781 15282 19159 8184 5516 711 19056 15742 14852 4805
cat_boundaries=0 1
cat_threshold=2144
is_linear=0
shrinkage=0.05


Tree=520
num_leaves=31
num_cat=1
split_feature=92 60 95 55 52 61 52 93 136 52 60 63 52 33 101 119 3 28 20 94 60 100 19 135 78 17 110 39 36 15
split_gain=2.21135 10.5684 7.14181 11.1984 13.8249 10.2793 9.56785 8.18114 8.63517 7.75382 6.93789 6.82094 6.75578 6.73647 8.47235 6.67485 6.60007 6.53193 6.14613 6.14539 8.69169 13.248 9.44667 9.10455 7.61999 6.9258 6.63879 7.66076 9.21974 10.4602
threshold=-0.26110549271106714 0.26826338469982153 -0.48842075467109675 1.1449999809265139 3.6149998903274541 0.66742864251136791 2.1650000810623173 0.13198556751012805 0 0.10500000044703485 0.29113268852233892 0.54194101691246044 0.064999999478459372 18.150000572204593 0.76032590866088878 -0.36648726463317866 230.50000000000003 1028.4500122070315 4.4949998855590829 -0.59230479598045338 0.50384593009948742 0.10559018328785898 10.405000209808351 1015.4500122070314 0.79500001668930065 11.775000095367433 0.88341096043586742 12.150000095367433 17.250000000000004 1.9950000047683718
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 11 3 6 7 10 9 8 -5 -2 -6 -1 16 -9 -15 -13 18 19 -3 24 22 23 -21 -22 -14 -23 -26 -28 -29 -30
right_child=2 12 -4 4 5 -7 -8 13 -10 -11 -12 15 17 14 -16 -17 -18 -19 -20 20 21 25 -24 -25 26 -27 27 28 29 -31
leaf_value=0.00095279111356997854 0.0024029331668439565 -0.0047378533462315436 -6.8008455434073262e-06 -0.00015502983288476126 -0.002976359186441417 -0.0029542975654895712 0.0039885643110084247 -0.0043576722663228153 -0.0027327000592871917 -0.00060967497133368855 0.00080319236397974466 -0.0044159986192050084 0.0032084808868070936 0.00080035923729839746 0.031061135844460561 0.0070732397084924091 0.0011904907403485589 0.0076105991785880185 0.010281988070156017 -0.00056376017845917383 0.00020278806960458023 -0.0014594230981147557 0.00065430034805848006 -0.0086034715726377563 0.00010533438397804958 -0.0040360755090505891 0.007775525215250584 -0.00022081848105492136 0.0053554214880130787 0.038121736230272235
leaf_weight=23178 2748 81 1003733 6348 1342 2644 1774 4222 6662 9588 12749 150 2053 133 28 804 1321 282 428 37067 11787 7139 27898 301 155257 4109 591 1316 93 33
leaf_count=23178 2748 81 1003733 6348 1342 2644 1774 4222 6662 9588 12749 150 2053 133 28 804 1321 282 428 37067 11787 7139 27898 301 155257 4109 591 1316 93 33
internal_value=-2.41237e-06 0.000124139 -3.53608e-05 -0.000629635 -0.00111948 -9.35487e-05 0.000555167 -0.00210661 -0.00147719 6.14216e-05 0.000443235 0.00112333 2.75942e-05 -0.00397489 0.0060631 0.00526676 0.00305441 5.25256e-06 0.0078918 -3.40789e-06 -0.000337999 -0.00116569 -4.06869e-05 -1.64942e-05 0.000182008 -0.0024007 0.000142506 0.00298121 0.00101628 0.0139371
internal_weight=1.32586e+06 273888 1.05197e+06 48238 34128 16735 14110 17393 13010 12336 14091 24132 249756 4383 161 954 1830 247926 509 247644 88301 23336 64965 12088 159343 11248 157290 2033 1442 126
internal_count=1325859 273888 1051971 48238 34128 16735 14110 17393 13010 12336 14091 24132 249756 4383 161 954 1830 247926 509 247644 88301 23336 64965 12088 159343 11248 157290 2033 1442 126
cat_boundaries=0 1
cat_threshold=3841
is_linear=0
shrinkage=0.05


Tree=521
num_leaves=31
num_cat=2
split_feature=92 60 62 95 55 52 93 136 55 60 17 109 52 65 52 19 67 28 136 84 76 31 31 79 75 0 11 31 126 33
split_gain=1.99578 9.53801 6.50319 6.46368 10.8463 8.86391 10.1296 8.81747 8.36962 7.2091 6.67574 8.73058 6.40813 6.30306 6.0971 6.01476 6.0834 5.89507 5.95195 7.45696 7.87455 7.67139 7.22313 7.13597 7.15812 7.61749 7.4038 7.17619 7.66779 7.09193
threshold=-0.26110549271106714 0.26826338469982153 0.39479148387908941 -0.65440243482589711 1.1449999809265139 3.9450000524520878 0.15387513488531115 0 3.8549998998641972 0.7610006332397462 15.405000209808351 0.058816546574234969 2.8549998998641972 42.754999160766609 0.064999999478459372 10.405000209808351 1.7549999952316286 1028.4500122070315 1 0.87147468328475963 21.904999732971195 1013.0499877929689 1020.9500122070314 2.0649999380111699 0.75490614771842968 1.0000000180025095e-35 1.0000000180025095e-35 1017.7500000000001 0.23343648016452792 13.050000190734865
decision_type=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 2 2 2 2
left_child=1 2 13 4 12 6 7 -6 -7 15 11 -11 -2 -1 -3 -10 -17 18 23 29 22 -22 -21 -16 26 -26 -25 -28 -29 -20
right_child=3 14 -4 -5 5 8 -8 -9 9 10 -12 -13 -14 -15 17 16 -18 -19 19 20 21 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.00059060036614424268 0.00026954354232544515 0.002901685700345978 0.0026598972817740794 -1.0450446383046459e-05 7.2364570820536889e-05 0.0015538127687415978 -0.0044666582463895304 -0.0027744674826647628 -0.0028809983698551088 0.00081302374031166642 0.0016746919579961397 -0.017246922765311156 0.0046408851187524436 0.016069017577859942 -0.0020340922281804788 -0.0047621592675160269 0.0011668519459135148 0.0072300692996280988 0.00095153250991287402 -0.00077253316297499716 0.0026642666086371869 -0.00018269976607718753 0.0041073384981200022 0.025871891917475815 -0.0037782198565230007 -0.00065496114123722376 0.00053822298731689272 0.00095115890107710151 -0.0021017092465377288 0.00012106214463903958
leaf_weight=19002 9557 1830 5064 1016525 5506 4229 3389 5373 2273 98 139 211 919 66 6132 499 3253 282 35168 39911 3773 6346 773 28 2167 19700 28907 3112 6066 95561
leaf_count=19002 9557 1830 5064 1016525 5506 4229 3389 5373 2273 98 139 211 919 66 6132 499 3253 282 35168 39911 3773 6346 773 28 2167 19700 28907 3112 6066 95561
internal_value=-2.29284e-06 0.000117932 0.00106717 -3.35941e-05 -0.000697312 -0.00126383 -0.00207971 -0.00133613 -0.0001761 -0.0013063 -0.00742554 -0.0115192 0.000653017 0.000644176 2.62145e-05 -0.000851296 0.000378319 4.98993e-06 -3.23749e-06 0.000144691 -0.000369363 0.000878828 -0.000679815 -0.000409385 -0.000243352 -0.000964473 0.000170384 0.000151489 -0.00106657 0.000344471
internal_weight=1.32586e+06 273888 24132 1.05197e+06 35446 24970 14268 10879 10702 6473 448 309 10476 19068 249756 6025 3752 247926 247644 181532 50803 10119 40684 66112 59980 21867 38113 38085 9178 130729
internal_count=1325859 273888 24132 1051971 35446 24970 14268 10879 10702 6473 448 309 10476 19068 249756 6025 3752 247926 247644 181532 50803 10119 40684 66112 59980 21867 38113 38085 9178 130729
cat_boundaries=0 1 2
cat_threshold=3841 4304
is_linear=0
shrinkage=0.05


Tree=522
num_leaves=31
num_cat=3
split_feature=92 67 136 28 136 121 20 10 24 32 55 14 23 53 78 24 31 54 108 136 53 59 69 66 110 120 67 126 6 95
split_gain=1.80122 6.60089 10.6641 8.18578 18.3392 11.1326 10.0751 13.5394 9.04309 9.00741 8.59371 8.09101 8.00236 7.99605 7.97923 7.82499 7.78548 9.66433 9.38662 11.1042 7.55425 8.18067 8.90234 7.82421 8.0324 7.53421 7.52578 7.14174 8.85156 9.10075
threshold=-0.26110549271106714 22.23499965667725 0 1020.9500122070314 1 -0.33379416167736048 6.3350000381469735 0.65000000596046459 240.50000000000003 14.250000000000002 4.2550001144409189 2.1950000524520878 6.0650000572204599 0.58499997854232799 19.064999580383304 331.50000000000006 1019.0499877929689 1.075000047683716 0.1348037198185921 2 4.6150000095367441 278.83164978027349 269.22772216796881 8.7849998474121112 0.11103748902678491 -0.18222858756780622 5.7850000858306894 -0.53727915883064259 2.8500000238418584 -0.77050670981407154
decision_type=2 2 1 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 3 -3 6 5 8 7 20 -5 -7 -11 -4 26 -6 27 16 -9 -18 19 -19 21 22 -1 24 -22 -21 -8 28 -15 -30
right_child=-2 2 11 4 13 9 12 15 -10 10 -12 -13 -14 14 -16 -17 17 18 -20 25 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001346402959191223 -3.1915720588007139e-05 -0.0002204955272775244 0.0043700345529153429 0.017437120720747816 0.0041946707106118395 0.0052065031226001292 0.00013570701185252847 0.00020605809414636674 0.0066143548993600589 -0.014850950877456158 0.0019089120344465806 0.001206497211235209 -0.00051521343383770268 -0.0001374043218724962 -0.0056598659295399312 0.0022905981539055212 0.0011940143716933629 -0.0022003824380795087 -0.0037136361938496748 0.022175975457494019 0.01488796747912666 -0.0012063904480680984 0.0062147700466175593 0.0085564690829240328 -0.0023285523306658998 0.0048560879315748765 0.0027859730090043725 -0.00032233184843530284 0.018491818868607315 0.0046046883432395236
leaf_weight=1483 1051971 8720 2967 253 1270 615 13511 105876 814 133 180 6340 101735 875 590 4206 2398 727 4194 79 71 766 2560 219 1479 306 3341 7402 145 633
leaf_count=1483 1051971 8720 2967 253 1270 615 13511 105876 814 133 180 6340 101735 875 590 4206 2398 727 4194 79 71 766 2560 219 1479 306 3341 7402 145 633
internal_value=-2.17922e-06 0.000112035 0.00103679 4.68806e-05 0.00127374 0.00566888 -1.83125e-05 0.000296104 0.00918058 0.00169227 -0.00521269 0.00221263 -0.000348046 0.000464793 -2.58547e-05 0.000172816 9.4392e-05 -0.00144023 -0.00263076 0.0014534 0.00250371 0.00353139 0.00442902 -0.000290004 -0.00153992 0.00819713 0.000661137 0.000341243 0.00331268 0.00719291
internal_weight=1.32586e+06 273888 18027 255861 12910 1995 242951 124364 1067 928 313 9307 118587 10915 9645 117786 113580 7704 5306 1112 6578 4809 4043 1769 1550 385 16852 9055 1653 778
internal_count=1325859 273888 18027 255861 12910 1995 242951 124364 1067 928 313 9307 118587 10915 9645 117786 113580 7704 5306 1112 6578 4809 4043 1769 1550 385 16852 9055 1653 778
cat_boundaries=0 1 2 3
cat_threshold=2497 4353 6304
is_linear=0
shrinkage=0.05


Tree=523
num_leaves=31
num_cat=4
split_feature=108 55 7 37 52 11 136 15 43 9 2 136 64 13 31 104 127 33 91 64 93 77 75 134 99 4 136 31 136 11
split_gain=1.76029 7.50329 7.65114 6.56742 9.31987 5.00412 4.92257 4.89253 6.47814 5.30285 4.9467 4.83982 5.94703 5.87138 5.40472 5.23699 4.61986 4.39184 5.23818 4.38576 4.38152 4.35682 4.28579 8.04528 6.80135 4.18176 3.99362 4.55453 3.97018 4.60599
threshold=-0.74287477135658253 1.8049999475479128 10.750000000000002 14.34999990463257 3.4650000333786015 5.1499998569488534 0 0.99500000476837169 9.4499998092651385 9.7500000000000018 148.50000000000003 1 4.3450000286102304 1.5850000381469729 1012.1499938964845 -0.45803587138652796 -0.62249094247817982 13.84999990463257 -0.25907070934772486 2.2150000333786015 -0.96957364678382862 28.945000648498539 0.85740572214126598 1015.4500122070314 -0.96950575709342945 13.050000190734865 2 1008.3500061035157 3 7.7500000000000009
decision_type=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 1 2 1 2
left_child=1 5 3 7 6 -1 16 8 9 -3 17 12 14 15 -6 -14 -5 18 21 -8 -19 22 23 -9 -25 26 27 -15 29 -7
right_child=-2 2 -4 4 11 28 19 10 -10 -11 -12 -13 13 25 -16 -17 -18 20 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014092778734128091 7.1147574143001528e-06 -0.0039008126251638565 0.00094015379923938355 0.0055202138337783809 -0.0017967789640857116 0.0094975961051615224 0.0050674221396501051 -0.0032710513316977136 0.022425563558936119 -0.014176214646693028 -0.00055140304670191459 -0.00056235915154908211 0.0044622715816579088 -0.0042290640031164397 0.011465041499103641 -0.0079186177846190548 -0.0042467582724833239 0.015387229456942767 -0.009601202917827378 -0.0096990191722633665 -0.00015659493660113543 0.00065348311583700866 -0.00019061268721664445 -0.00049231760448923236 -0.021806610752443931 -0.010088823054468742 0.0012579933164373219 0.0086023990845261571 0.00096139355259014644 0.0029200236661243149
leaf_weight=1067 1292988 506 5925 203 99 350 58 4323 20 167 9381 1290 132 79 343 242 300 47 268 378 1281 954 1090 57 109 54 645 555 1837 1111
leaf_count=1067 1292988 506 5925 203 99 350 58 4323 20 167 9381 1290 132 79 343 242 300 47 268 378 1281 954 1090 57 109 54 645 555 1837 1111
internal_value=-2.07117e-06 -0.000363402 -0.000659008 -0.00107861 0.000660109 0.00156708 -0.00375478 -0.00149679 -0.00561721 -0.00645058 -0.00133371 0.00186557 0.00331022 0.00198719 0.00849463 -0.00354889 -0.000299072 -0.00223651 -0.00275007 -0.00756125 0.000393525 -0.00246902 -0.00300296 -0.00368584 -0.0144878 0.00354045 0.00411589 0.00689478 0.00253002 0.0044652
internal_weight=1.32586e+06 32871 28506 22581 4378 4365 939 18203 693 673 17510 3439 2149 1707 442 374 503 8129 6801 436 1328 6533 5579 4489 166 1333 1279 634 3298 1461
internal_count=1325859 32871 28506 22581 4378 4365 939 18203 693 673 17510 3439 2149 1707 442 374 503 8129 6801 436 1328 6533 5579 4489 166 1333 1279 634 3298 1461
cat_boundaries=0 1 2 3 4
cat_threshold=6752 5954 832 839
is_linear=0
shrinkage=0.05


Tree=524
num_leaves=31
num_cat=1
split_feature=92 52 4 26 10 113 33 54 19 123 95 19 67 7 2 95 55 52 61 52 52 1 93 136 32 101 39 27 20 32
split_gain=1.64638 6.86294 6.28611 9.11718 9.01701 6.88677 6.16208 6.08098 6.07082 8.10568 7.59235 8.05131 7.35206 6.9693 6.46451 5.92754 9.20236 11.5687 9.13651 8.31034 7.71035 6.91588 6.6975 7.12163 7.02765 9.14707 5.90254 10.7986 13.3201 8.50829
threshold=-0.26110549271106714 0.064999999478459372 7.6499998569488534 334.50000000000006 8.3499999046325701 -0.82409480214118946 17.650000572204593 0.21499999612569812 10.405000209808351 0.56638467311859142 -0.63181710243225087 8.0099999904632586 3.5649999380111699 9.0500001907348651 17.500000000000004 -0.48842075467109675 1.1449999809265139 3.6149998903274541 0.66742864251136791 1.7050000429153445 0.10500000044703485 325.50000000000006 0.13198556751012805 0 18.150000572204593 0.76032590866088878 15.150000095367433 288.50000000000006 6.9549999237060556 14.949999809265138
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 1 2 2 2 2 2 2
left_child=1 7 8 4 -4 -6 -5 -1 10 13 11 12 -3 26 -15 16 19 22 21 20 -2 -19 23 -18 -24 -26 -10 29 -29 -28
right_child=15 2 3 6 5 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 17 18 -20 -21 -22 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=0.00381556526495694 0.0022742496051024403 0.00044085034895294841 0.0017330179977001023 0.0038229701895567784 0.0011306947403331268 -0.00031858623674355276 0.025336633540470811 -0.0030987883480636503 -0.00036737799277533823 0.0014083010572634338 -0.00080744354205608158 -0.00033055006742332711 0.0029820264998830946 -0.0036186574632441765 0.003924956577814772 -4.3775873779656375e-06 -0.00014861115128732923 -0.00010575849667635205 -0.0027743971037703344 0.003200192415173231 -0.00075215747567952554 0.0027244543325036889 -0.003991307727586017 -0.0024895320023753213 0.0011381003053097557 0.032732271895344771 0.0014656510786670452 0.0052163439418936586 0.00050195905306565339 -0.0002984392196275283
leaf_weight=2061 2748 17269 10891 1581 11615 27854 34 376 49786 12873 43729 45415 3408 333 1930 1003733 6348 11430 2644 2374 8988 2661 4229 6662 126 28 8892 2459 3835 29547
leaf_count=2061 2748 17269 10891 1581 11615 27854 34 376 49786 12873 43729 45415 3408 333 1930 1003733 6348 11430 2644 2374 8988 2661 4229 6662 126 28 8892 2459 3835 29547
internal_value=-1.96699e-06 0.000107228 8.35129e-05 0.000577951 0.000459361 0.00010791 0.00427589 0.00274876 -3.35769e-05 0.000229588 -0.000296344 4.18184e-05 0.000859689 7.28076e-05 0.00281492 -3.03966e-05 -0.000571798 -0.00101585 -7.7356e-05 0.000502233 -4.35202e-05 0.00042871 -0.00191884 -0.00134935 -0.00360925 0.0068825 7.15526e-06 0.000423995 0.00234382 0.000109643
internal_weight=1.32586e+06 273888 271451 51975 50360 39469 1615 2437 219476 109655 109821 66092 20677 96782 2263 1.05197e+06 48238 34128 16735 14110 11736 14091 17393 13010 4383 154 94519 44733 6294 38439
internal_count=1325859 273888 271451 51975 50360 39469 1615 2437 219476 109655 109821 66092 20677 96782 2263 1051971 48238 34128 16735 14110 11736 14091 17393 13010 4383 154 94519 44733 6294 38439
cat_boundaries=0 1
cat_threshold=3841
is_linear=0
shrinkage=0.05


Tree=525
num_leaves=31
num_cat=0
split_feature=93 90 37 76 85 60 30 73 62 103 113 24 90 13 98 70 31 20 94 32 116 98 126 78 109 5 6 11 84 75
split_gain=2.46026 4.05682 3.29569 2.57229 2.5635 3.57911 3.04712 3.76203 3.78048 3.95698 3.80317 4.98148 3.69068 3.28607 2.83916 2.74446 2.6412 3.01793 2.54355 2.51144 2.78885 2.51021 2.50523 3.41401 3.24809 2.91123 2.4663 2.73794 2.50999 3.51229
threshold=-0.9997444450855254 0.4333671778440476 22.250000000000004 42.174999237060554 0.8592931628227235 0.31506322324275976 1014.2500000000001 0.46192222833633428 0.38102155923843389 -0.51509359478950489 -0.62249094247817982 315.50000000000006 -0.72914448380470265 1.9450000524520876 -0.90459907054901112 311.33485412597662 1017.4500122070314 5.4149999618530282 0.72015628218650829 12.550000190734865 -0.99535831809043873 -0.74304160475730885 -0.98624804615974415 19.275000572204593 0.76758828759193432 6.6499998569488534 10.750000000000002 12.449999809265138 0.86583402752876293 0.53485849499702465
decision_type=2 2 2 2 2 2 2 2 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 22 18 -8 10 -10 11 14 -13 21 -9 -16 -7 -18 26 -19 -21 -12 -1 24 -24 -26 28 -28 29 -6
right_child=-2 -3 -4 -5 6 16 7 8 9 -11 13 12 -14 -15 15 -17 17 19 -20 20 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.011162544909928416 4.8579565267249238e-06 0.0059062850687332689 0.013513819338058475 -0.018926219207545125 -0.0077636209822230743 -0.00076481091222915776 -0.0044879269382231924 -0.00094655161250199445 0.012908489845770721 -0.00093647062982017335 0.0018810367846692152 0.010672646786163871 0.037179383083150302 0.013836669761010193 0.018443812010070636 -0.0024279194573561353 -0.013407234703565293 0.0039129938522206717 -0.015460293937587377 0.010338073371288677 -0.00769026346561167 -0.022286821209958622 -0.0066678208979374948 -0.021322686473528543 -0.003269339182638917 0.021527280602604153 0.018142138693524015 -0.0031153046392968725 -0.003670992243429449 0.0058738417306772647
leaf_weight=21 1320577 200 37 21 64 2186 166 61 60 369 22 24 29 22 63 21 87 95 33 24 202 21 476 36 29 20 33 28 634 180
leaf_count=21 1320577 200 37 21 64 2186 166 61 60 369 22 24 29 22 63 21 87 95 33 24 202 21 476 36 29 20 33 28 634 180
internal_value=5.57734e-07 -0.00107824 -0.00135409 -0.00146352 -0.00139026 -0.00224913 0.00010032 0.00227191 0.00389349 0.000999887 0.00861348 0.0120585 0.0251763 -0.00188052 0.00726368 0.0132259 -0.00145408 -0.00514709 -0.00181658 -0.00290836 -0.00577575 -0.00992187 -0.0057927 -0.00642739 -0.005406 0.00685173 -0.00133709 0.00838462 -0.00201252 0.0022968
internal_weight=1.32584e+06 5264 5064 5027 5006 3176 1830 858 692 429 263 198 53 65 145 84 2594 408 972 321 226 43 582 561 525 49 939 61 878 244
internal_count=1325841 5264 5064 5027 5006 3176 1830 858 692 429 263 198 53 65 145 84 2594 408 972 321 226 43 582 561 525 49 939 61 878 244
is_linear=0
shrinkage=0.05


Tree=526
num_leaves=31
num_cat=0
split_feature=128 72 70 74 17 16 39 39 99 23 60 84 14 97 32 78 63 95 55 63 86 67 8 66 95 38 73 38 57 56
split_gain=2.25452 3.59659 3.5722 3.45669 5.11052 4.56372 4.98037 5.87271 4.98766 4.58044 4.42145 4.00416 4.48488 4.32916 6.7413 4.23967 3.8024 3.68762 5.47006 3.61635 3.61608 3.58256 3.43522 3.22377 3.20219 3.15671 4.42496 3.13689 3.08623 3.05872
threshold=334.50000000000006 0.41409352421760565 217.94675445556643 0.76312083005905162 13.344999790191652 12.50999975204468 15.449999809265138 11.750000000000002 -0.99557447433471669 5.8849999904632577 0.38500818610191351 0.84655940532684337 2.1750000715255742 -0.82337483763694752 14.84999990463257 47.604999542236335 0.46355901658535009 0.1734866797924042 9.3350000381469744 0.35297256708145147 0.9041191339492799 94.909999847412124 5.3500001430511483 12.265000343322756 -0.77050670981407154 15.150000095367433 0.43466153740882879 15.250000000000002 298.45819091796881 208.99365234375003
decision_type=2 2 2 2 2 2 2 2 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 11 6 7 9 -8 19 22 12 -3 15 27 23 -10 18 -18 -5 21 -12 -9 -13 -24 -6 -27 -15 -19 -28
right_child=1 3 -4 5 25 -7 8 10 16 -11 20 13 -14 14 -16 -17 17 28 -20 -21 -22 -23 24 -25 -26 26 29 -29 -30 -31
leaf_value=-4.5373758101777398e-06 -0.0089311894650260619 -0.0020318581821847192 0.0096213290847117616 -0.029545346579768442 0.00041934074816893184 -0.00025318766181798137 -0.022600906162426392 -0.0047391890130680184 -0.0092624014599056431 0.0010621137020325861 0.0053318574241157596 -0.002672168972050303 -0.009636630262322237 0.0026172441027648911 0.018818178756689615 0.010027250065092719 0.003433611414532477 -0.014018516483613186 0.031241841960166186 -0.0047174861982718789 -0.0050120814097570068 -0.013784735143184663 0.0021139291231520477 -0.015344972700673948 0.016692203562573664 0.029069387272465975 -0.0012185616360053304 -0.0098223374061809296 0.0091949583762990575 0.0087228339726102104
leaf_weight=1317881 30 589 192 22 715 1916 29 29 92 476 1246 710 289 457 61 62 112 45 21 44 98 25 48 54 175 20 127 57 21 198
leaf_count=1317881 30 589 192 22 715 1916 29 29 92 476 1246 710 289 457 61 62 112 45 21 44 98 25 48 54 175 20 127 57 21 198
internal_value=5.29847e-07 0.000839474 0.00711423 0.000659454 -0.000553529 0.00158015 0.00299484 0.00385615 -0.00282707 -0.000649448 0.00536265 -0.00188759 -0.00453502 -0.000228453 0.00310281 -0.00254743 -0.000856484 0.00302967 0.00782438 -0.0129934 0.00424229 0.00495584 0.0114491 -0.00356789 0.0135543 0.0023147 0.00624276 0.00123776 -0.00663241 0.00483804
internal_weight=1.32584e+06 7960 222 7738 3339 4399 2483 2163 320 542 1621 2279 878 1401 575 826 291 199 133 66 1369 1271 252 764 223 1060 345 514 66 325
internal_count=1325841 7960 222 7738 3339 4399 2483 2163 320 542 1621 2279 878 1401 575 826 291 199 133 66 1369 1271 252 764 223 1060 345 514 66 325
is_linear=0
shrinkage=0.05


Tree=527
num_leaves=31
num_cat=1
split_feature=93 90 37 28 66 61 20 91 2 136 104 92 38 81 38 55 79 31 81 24 113 60 7 23 11 28 88 34 106 3
split_gain=2.21971 3.66212 2.97441 2.93804 4.12966 3.1098 3.14533 2.4984 2.35538 3.53497 3.87133 3.52936 5.14998 3.38582 3.29922 3.74583 4.53383 2.44315 2.4319 2.87298 3.45068 5.55648 4.45986 2.6327 2.41624 2.37745 2.16707 2.35562 3.49155 2.95405
threshold=-0.9997444450855254 0.4333671778440476 22.250000000000004 1015.6499938964845 1.235000014305115 0.33043836057186132 6.2750000953674325 -0.25907070934772486 328.50000000000006 0 -0.51487350463867176 -0.10608715936541556 15.550000190734865 312.68840026855474 13.750000000000002 3.495000004768372 6.5650000572204599 1014.8500061035157 283.25263977050787 312.50000000000006 -0.5663846731185912 0.49125871062278753 9.1500000953674334 6.1050000190734872 12.250000000000002 1015.1499938964845 -0.96416199207305897 12.449999809265138 -0.59935656189918507 330.50000000000006
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 8 5 -5 -3 -7 -6 11 26 18 -1 14 17 15 16 -13 -14 -11 -20 21 22 23 -21 25 -18 -10 29 -29 -28
right_child=-2 3 -4 4 7 6 -8 -9 9 10 -12 12 13 -15 -16 -17 24 -19 19 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0013926775367589538 4.5879409634841854e-06 -0.0092852876238200977 0.012838355305831176 -0.00056965730217253341 0.036129435870264258 0.0175327733698252 -0.0019061345303350169 0.011436743682716043 0.012059024280668903 0.0194913233364267 0.023535715385029715 0.01463682493485976 -0.0098639732153969831 0.017568124471498386 -0.017515548950794973 -0.018991207540398694 -0.021444517899962032 0.0075072094531995915 -0.00073789305455239851 0.043696196377277376 -0.007055163356874671 -0.0041180502446877655 0.0018223272450268271 0.019133490277454257 0.0062503794518609839 -0.0022992230786551392 0.013063690676871274 -0.0052819923409291054 -0.027488390244543554 -0.0070544823450413912
leaf_weight=3935 1320577 46 37 29 21 38 46 20 21 21 24 32 48 28 99 41 34 35 283 20 28 32 20 24 24 31 36 154 20 37
leaf_count=3935 1320577 46 37 29 21 38 46 20 21 21 24 32 48 28 99 41 34 35 283 20 28 32 20 24 24 31 36 154 20 37
internal_value=5.03355e-07 -0.00102419 -0.00128628 0.00561186 0.0138705 0.00116492 0.00688766 0.0240842 -0.00139024 0.00125684 0.00390823 -0.00183276 -0.00648788 0.00253324 -0.0103244 -0.00592989 -0.00150415 -0.00253878 0.00289894 0.00204282 0.00838913 0.0128937 0.0213996 0.0302984 -0.00730765 -0.0123137 -0.00323985 -0.00467173 -0.00783445 0.00286681
internal_weight=1.32584e+06 5264 5064 200 70 130 84 41 5027 720 452 4307 372 111 261 162 121 83 428 407 124 96 64 44 89 65 268 247 174 73
internal_count=1325841 5264 5064 200 70 130 84 41 5027 720 452 4307 372 111 261 162 121 83 428 407 124 96 64 44 89 65 268 247 174 73
cat_boundaries=0 1
cat_threshold=177
is_linear=0
shrinkage=0.05


Tree=528
num_leaves=31
num_cat=0
split_feature=128 34 10 133 72 70 38 33 14 56 100 14 74 53 37 62 35 17 53 4 132 37 111 129 71 69 82 19 14 132
split_gain=2.03564 3.67146 4.3997 6.91153 3.34078 3.30347 3.08495 6.03224 3.04179 4.07367 2.71677 3.28388 2.83296 5.70274 5.62056 4.86809 4.78626 3.6794 4.53982 6.18483 5.19888 4.0659 3.6007 3.44767 3.36621 3.35978 3.9778 3.86571 3.35361 3.27523
threshold=334.50000000000006 15.650000095367433 9.0500001907348651 1019.1499938964845 0.41409352421760565 217.94675445556643 10.650000095367433 11.34999990463257 3.3349999189376835 295.48049926757818 -0.90346401929855336 1.2450000047683718 0.76791903376579296 24.814999580383304 15.750000000000002 0.40104538202285772 15.750000000000002 13.344999790191652 2.9650000333786015 8.4499998092651385 1011.5499877929689 15.250000000000002 -0.27442592382431025 319.50000000000006 306.97331237792974 299.89106750488287 322.29936218261724 8.7100000381469744 1.8750000000000002 1017.3500061035157
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 4 -3 -4 5 -2 7 -6 9 -9 11 -8 16 14 15 25 17 18 19 23 -21 -19 -17 24 -12 -14 27 -27 -20 -16
right_child=1 2 3 -5 6 -7 10 8 -10 -11 12 -13 13 -15 29 22 -18 21 28 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.3367729401689062e-06 -0.0085277792580168831 -0.00052714319736859607 -0.0023554479820542301 -0.027402163189318447 0.00058340035422068998 0.0096090861760109586 0.0011745364396899408 -0.0079390995327711985 0.0038749084791033384 -0.026288107346180218 0.012303538899515954 0.026672518833884565 0.018334640636030269 -0.00045077589711044674 -0.0023495680212006704 -0.010720506968462598 0.010463890480329689 0.00013127500630415591 -0.00070641777520729612 -0.018588379060938246 0.0070355936702327345 0.0077503245150904246 0.0034421165629689348 -0.0043145551145558026 -0.0081341219134628776 -0.012110165317819731 0.015053414616806393 0.0062232442279598977 -0.0073077176755516329 -0.021392228017593252
leaf_weight=1317881 29 286 71 45 448 187 28 102 31 43 66 23 83 1490 102 46 103 714 322 21 345 232 1841 507 29 37 93 129 478 29
leaf_count=1317881 29 286 71 45 448 187 28 102 31 43 66 23 83 1490 102 46 103 714 322 21 345 232 1841 507 29 37 93 129 478 29
internal_value=4.78187e-07 0.000797657 -0.00385845 -0.0120718 0.00104531 0.00717404 0.000865003 -0.0024979 -0.0103412 -0.0133805 0.00117737 0.0126736 0.00108942 0.00197106 0.0035001 0.00409164 -0.000115506 -0.000517009 -0.00186367 0.000439657 0.00556537 0.00199979 0.00309687 -0.00267664 0.00606467 0.00958031 0.00677486 0.00213688 -0.00465069 -0.00656512
internal_weight=1.32584e+06 7960 402 116 7558 216 7342 624 176 145 6718 51 6667 3850 2360 2229 2817 2714 1768 968 366 946 1887 602 95 342 259 166 800 131
internal_count=1325841 7960 402 116 7558 216 7342 624 176 145 6718 51 6667 3850 2360 2229 2817 2714 1768 968 366 946 1887 602 95 342 259 166 800 131
is_linear=0
shrinkage=0.05


Tree=529
num_leaves=31
num_cat=1
split_feature=93 90 37 14 65 85 136 20 52 58 85 2 61 56 55 29 104 84 14 107 39 37 23 72 29 36 97 97 27 4
split_gain=2.00425 3.30669 2.68462 2.26399 2.63775 2.11089 4.83934 2.92767 2.87546 3.52633 4.2793 2.75177 3.08074 4.10464 2.67459 2.84088 3.68432 2.87908 2.7374 2.46981 2.36962 2.23554 2.68735 3.53878 6.21079 3.69197 3.31999 3.61976 2.49034 2.4391
threshold=-0.9997444450855254 0.4333671778440476 22.250000000000004 2.9750000238418584 29.224999427795414 0.8592931628227235 0 4.4949998855590829 0.54500001668930065 184.5347595214844 0.87308397889137279 329.50000000000006 0.40478968620300299 182.47277832031253 6.5750000476837167 1012.9500122070314 -0.95474115014076222 0.88397908210754406 1.2150000333786013 -0.86474913358688343 9.4499998092651385 13.34999990463257 6.3650000095367441 0.81025156378746044 1014.4500122070314 12.150000095367433 -0.85896387696266163 -0.73707902431488026 313.50000000000006 10.550000190734865
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 2 2 2 2
left_child=1 2 3 4 5 6 20 -7 9 -9 -11 21 13 -13 15 16 -8 -17 19 -16 -1 22 23 25 -25 -10 -27 -28 -29 -23
right_child=-2 -3 -4 -5 -6 7 14 8 11 10 -12 12 -14 -15 18 17 -18 -19 -20 -21 -22 29 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.016913738749211742 4.3355670858466615e-06 0.0053325658046524047 0.012196654249360232 -0.013814881542283629 0.016043993839676578 0.017401136054346959 0.014048234972398025 -0.021504708519205454 -0.0031732782678863475 0.013901586559247867 -0.0081544417350624624 0.030421767182027298 0.0010512394851889292 0.0062259436087109725 0.0022114604245871308 -0.0070064789735364945 -0.0031138969749404753 0.01172265521295014 -0.0023280463037182292 0.023822727431543175 -1.1229829849425363e-05 -0.0012311454133314766 -0.0034955233418519876 0.0029912418045569215 0.037985501234375302 0.00045011331153623131 0.033900524853240875 0.02100032017566264 -0.0036524981958791615 -0.013553546173387164
leaf_weight=21 1320577 200 37 36 22 24 37 32 131 29 91 24 153 65 39 896 202 21 276 20 1647 916 129 32 21 59 21 20 21 42
leaf_count=21 1320577 200 37 36 22 24 37 32 131 29 91 24 153 65 39 896 202 21 276 20 1647 916 129 32 21 59 21 20 21 42
internal_value=4.54278e-07 -0.000973243 -0.00122229 -0.00132105 -0.00123094 -0.00130742 -0.00208749 5.40351e-05 -0.000179073 -0.00675697 -0.00282423 0.000432824 0.00535392 0.0127507 -0.00414436 -0.00531216 -0.000456998 -0.00657757 -0.000238326 0.00953731 -0.000222696 -0.000422711 0.0025543 0.00511307 0.0168569 0.00264314 0.00894026 0.0170196 0.00837327 -0.00177138
internal_weight=1.32584e+06 5264 5064 5027 4991 4969 3159 1810 1786 152 120 1634 242 89 1491 1156 239 917 335 59 1668 1392 434 305 53 252 121 62 41 958
internal_count=1325841 5264 5064 5027 4991 4969 3159 1810 1786 152 120 1634 242 89 1491 1156 239 917 335 59 1668 1392 434 305 53 252 121 62 41 958
cat_boundaries=0 1
cat_threshold=5796
is_linear=0
shrinkage=0.05


Tree=530
num_leaves=31
num_cat=2
split_feature=36 114 71 63 111 136 38 126 54 37 88 96 31 34 82 79 28 135 55 63 136 18 12 102 29 3 110 31 85 33
split_gain=3.17083 3.78496 2.50125 2.24033 4.76399 4.52114 4.36759 3.94687 3.70523 4.5205 4.49966 5.91579 5.71683 4.65087 3.67641 3.6359 3.40924 6.59346 3.18681 7.48822 8.59917 8.36746 10.7943 11.2065 8.14367 10.0459 7.75589 6.43782 5.34781 5.33744
threshold=6.5499999523162851 -0.41467745602130884 310.33050537109381 0.85093578696250927 0.50784876942634594 0 9.6500000953674334 -0.44618082046508784 56.815000534057624 14.650000095367433 -0.91502824425697316 -0.82421207427978505 1016.0499877929689 15.150000095367433 296.90689086914068 11.125000000000002 1009.4500122070314 1014.0499877929689 22.914999961853031 0.70697480440139782 1 15.405000209808351 2.5249999761581425 0.36486898362636572 1016.2500000000001 322.50000000000006 0.70164746046066295 1010.4500122070314 0.84094941616058361 14.050000190734865
decision_type=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 2 2 2 2
left_child=1 2 -1 18 5 15 -6 -7 9 16 11 12 13 -11 -12 -5 17 -8 -2 20 -20 22 23 27 25 26 -25 -22 -27 -30
right_child=3 -3 -4 4 6 7 8 -9 -10 10 14 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 28 -28 -29 29 -31
leaf_value=-0.021349005551731332 -2.592568488527062e-06 0.010179003560915164 -0.0024712221846649694 -0.00029221476586954118 -0.0046859588767277013 0.0012316054525217546 0.011095955251704813 -0.00016166097538546025 9.6978710628613116e-05 -0.01938642454407518 0.0066340312116279394 -0.020835822261869908 0.0061319928026140336 0.00023567053802504108 -0.00046748047172740886 -0.0036992534378595698 0.001896283146533816 0.0026736259359840288 0.00060623349297287028 6.0000115118848581e-06 -0.013895378698005665 7.5203134733027998e-09 -0.0010631298673118717 -0.003555930049779066 -0.0037087055740690992 -0.022393321599577187 -0.013115475577564021 -0.0008328524559600743 0.012049940936267376 -0.01462699468806386
leaf_weight=47 1190665 20 28 1769 317 6862 310 19607 4563 63 217 56 101 58 1138 1405 5893 928 6791 61734 98 7176 10073 692 1976 179 306 2515 25 75
leaf_count=47 1190665 20 28 1769 317 6862 310 19607 4563 63 217 56 101 58 1138 1405 5893 928 6791 61734 98 7176 10073 692 1976 179 306 2515 25 75
internal_value=-1.3172e-05 -0.00914755 -0.0143013 -1.25174e-05 0.000341266 -1.46e-05 0.00111442 0.000199463 0.00125239 0.00185396 -0.000519019 -0.00631349 -0.0026502 -0.00998079 0.00066981 -0.00179472 0.00239737 0.00478261 -2.44601e-05 -0.000308582 -0.000957963 -0.00141716 -0.00205608 -0.00376116 -0.00571983 -0.00883181 -0.00648701 -0.00132276 -0.0172193 -0.00795776
internal_weight=1.32569e+06 95 75 1.32559e+06 43287 29643 13644 26469 13327 8764 1633 278 222 121 1355 3174 7131 1238 1.2823e+06 91640 29906 23115 15939 5866 3253 1277 998 2613 279 100
internal_count=1325687 95 75 1325592 43287 29643 13644 26469 13327 8764 1633 278 222 121 1355 3174 7131 1238 1282305 91640 29906 23115 15939 5866 3253 1277 998 2613 279 100
cat_boundaries=0 1 2
cat_threshold=80 4212
is_linear=0
shrinkage=0.05


Tree=531
num_leaves=31
num_cat=2
split_feature=36 8 21 63 99 39 136 79 56 76 87 101 12 81 32 30 28 26 115 55 63 136 18 12 102 29 77 108 31 56
split_gain=2.86167 2.94636 2.55936 2.02189 4.76801 4.56644 4.50305 3.58795 7.26894 7.21254 4.09289 2.93406 3.82354 3.45019 3.06207 5.5103 6.21879 6.26442 3.12858 2.87603 6.75797 7.76111 7.55164 9.74187 10.1138 7.34966 8.67171 7.44168 5.81013 5.43297
threshold=6.5499999523162851 14.84999990463257 5.6449999809265146 0.85093578696250927 -0.77044859528541554 9.8499999046325701 0 18.464999198913578 310.78781127929693 15.295000076293947 0.8456535041332246 0.85468980669975292 1.794999957084656 342.13320922851568 16.150000572204593 1009.7500000000001 1015.8500061035157 322.50000000000006 -0.68832838535308827 22.914999961853031 0.70697480440139782 1 15.405000209808351 2.5249999761581425 0.36486898362636572 1016.2500000000001 2.2150000333786015 0.31981870532035833 1010.4500122070314 285.04017639160162
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 2 2 2
left_child=1 2 -1 19 6 -6 7 -5 -9 10 -10 13 -13 14 -7 -16 -17 18 -18 -2 21 -21 23 24 28 26 -26 -28 -23 -25
right_child=3 -3 -4 4 5 11 -8 8 9 -11 -12 12 -14 -15 15 16 17 -19 -20 20 -22 22 -24 29 25 -27 27 -29 -30 -31
leaf_value=-0.0037411708508926726 -2.4629404951482128e-06 0.0045936747165075667 -0.023515221585209172 -0.00046905658479950806 -0.0059378854823946203 0.0022539423413210215 0.00038962045128657606 -0.0019962630971307343 -0.014656138450871888 -0.0055862524640271629 -0.041939975145376396 0.028467475287616253 0.0055639620576580576 -0.011722024613396919 -0.023418253660202028 0.0048136492780802009 0.0047688445779403635 -0.034142392270621803 -0.011949832919203948 0.00057596639410278331 5.7000066351846914e-06 -0.013200609917438835 7.1427634015317504e-09 0.00066643133082473641 -0.02032460791113622 -0.003523270279077883 0.002271178814384048 -0.0087325551307747794 -0.00079120984756246365 -0.0018143126816158124
leaf_weight=30 1190665 29 36 5770 187 4434 30934 1167 28 102 27 20 205 47 29 203 51 21 62 6791 61734 98 7176 3266 136 1976 183 958 2515 6807
leaf_count=30 1190665 29 36 5770 187 4434 30934 1167 28 102 27 20 205 47 29 203 51 21 62 6791 61734 98 7176 3266 136 1976 183 958 2515 6807
internal_value=-1.25132e-05 -0.00869017 -0.014527 -1.18913e-05 0.000324203 0.00173531 0.000129057 -0.00100628 -0.00335513 -0.0134557 -0.02805 0.00201821 0.00759983 0.00175911 0.00189112 -0.00250445 -0.000704742 -0.00906469 -0.00440424 -2.32369e-05 -0.00029315 -0.000910055 -0.0013463 -0.00195328 -0.00357311 -0.00543384 -0.00839022 -0.00696771 -0.00125662 -0.00100997
internal_weight=1.32569e+06 95 66 1.32559e+06 43287 5259 38028 7094 1324 157 55 5072 225 4847 4800 366 337 134 113 1.2823e+06 91640 29906 23115 15939 5866 3253 1277 1141 2613 10073
internal_count=1325687 95 66 1325592 43287 5259 38028 7094 1324 157 55 5072 225 4847 4800 366 337 134 113 1282305 91640 29906 23115 15939 5866 3253 1277 1141 2613 10073
cat_boundaries=0 1 2
cat_threshold=1108 4212
is_linear=0
shrinkage=0.05


Tree=532
num_leaves=31
num_cat=1
split_feature=36 114 103 16 116 93 56 24 16 18 90 29 119 78 23 71 94 100 107 79 40 12 136 16 124 8 70 29 31 33
split_gain=2.58266 3.26638 2.2019 1.91103 5.30043 13.3922 11.8493 11.1868 10.526 8.13623 7.92564 6.24277 7.23834 5.85946 5.71256 5.6367 5.91643 4.52849 4.51146 6.07281 9.27126 8.38321 12.7265 11.1439 10.6409 17.1833 8.42313 8.7552 7.7964 7.72138
threshold=6.5499999523162851 -0.41467745602130884 0.65209904313087474 13.344999790191652 -0.79332312941551197 0.12770138680934909 264.69424438476568 286.50000000000006 16.335000038146976 11.120000362396242 -0.94290170073509205 1015.9500122070314 -0.11319890245795249 14.704999923706056 5.2750000953674325 321.49378967285162 -0.26075929403305048 0.74665030837059032 -0.73112356662750233 9.0650000572204608 5.8500001430511483 1.6649999618530276 0 11.775000095367433 0.72534674406051647 8.0500001907348651 298.29182434082037 1022.3500061035157 1014.0499877929689 10.449999809265138
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 2 -1 18 6 7 10 11 9 -9 17 12 -6 -8 -14 16 -10 -5 19 21 -21 22 24 29 26 -26 27 28 -2 -23
right_child=3 -3 -4 4 5 -7 13 8 15 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 20 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.020234405257294634 -0.0010375937549243271 0.0096981757227332828 -0.0028367063796688476 -0.0026884954148454054 0.00028665300544078443 1.8933034675869021e-05 -0.0037256535100400334 0.0047699642462664081 0.0084451857036252631 0.0006092178018926648 -0.0001074780942213995 3.7835479488184508e-05 -0.0014457964375347756 -0.014606622949133825 0.0024391360446318323 -0.015164136031971261 0.0035160491689958367 -0.012824571857817919 3.0163668426350307e-05 -0.00034655749000258115 -0.0021309368662679692 0.0033940960615100194 -2.6073431307280841e-05 -0.00035631825420265751 -0.00088108679364203859 0.0070650546785691413 0.00032470306908442912 0.0021735736566592502 -0.0045319502335634905 0.00087160492478830496
leaf_weight=44 2193 20 31 1894 11667 250306 1277 1453 962 6140 98727 27761 1045 137 10013 34 1658 117 591665 138625 7683 3433 108213 20328 4549 800 2242 720 5866 26084
leaf_count=44 2193 20 31 1894 11667 250306 1277 1453 962 6140 98727 27761 1045 137 10013 34 1658 117 591665 138625 7683 3433 108213 20328 4549 800 2242 720 5866 26084
internal_value=-1.18872e-05 -0.00825567 -0.0130434 -1.12964e-05 7.79141e-05 0.000180542 -0.000234574 0.000846601 0.00235285 0.00140542 -0.000170774 0.000540881 0.00115541 -0.00477989 0.002072 0.00506341 0.00532591 -0.00327821 -5.16963e-05 -0.000202704 -0.00044026 -3.44574e-06 -0.0002227 0.000544561 -0.00152155 0.000307343 -0.00241057 -0.00310911 -0.00358107 0.00116499
internal_weight=1.32569e+06 95 75 1.32559e+06 413191 311039 102152 60733 10247 7593 100738 50486 22725 1414 11058 2654 2620 2011 912401 320736 146308 174428 124583 49845 16370 5349 11021 8779 8059 29517
internal_count=1325687 95 75 1325592 413191 311039 102152 60733 10247 7593 100738 50486 22725 1414 11058 2654 2620 2011 912401 320736 146308 174428 124583 49845 16370 5349 11021 8779 8059 29517
cat_boundaries=0 1
cat_threshold=148
is_linear=0
shrinkage=0.05


Tree=533
num_leaves=31
num_cat=0
split_feature=36 114 130 111 96 52 135 101 34 79 12 134 53 128 133 132 135 37 132 107 62 74 77 65 65 52 79 55 19 81
split_gain=2.33085 2.94791 2.02709 7.24738 6.47601 7.46796 6.48712 6.94203 5.97671 7.96247 6.71108 5.95637 8.41518 5.88703 5.79669 5.56601 5.34701 6.53455 6.43823 5.29412 5.35737 5.26371 5.26027 5.25748 5.20999 5.20967 5.1978 5.14656 4.87396 7.8768
threshold=6.5499999523162851 -0.41467745602130884 206.50000000000003 -0.072438821196556077 -0.83791083097457875 35.715000152587898 1007.7500000000001 -0.31701733171939844 13.949999809265138 29.925000190734867 0.88499999046325695 1018.7500000000001 12.815000057220461 318.50000000000006 1014.0499877929689 1015.2500000000001 1009.8500061035157 10.650000095367433 1016.4500122070314 -0.84236171841621388 0.28505241870880133 0.93363440036773693 23.974999427795414 6.7249999046325692 1.2450000047683718 9.4849996566772479 1.8750000000000002 22.914999961853031 15.405000209808351 333.50750732421881
decision_type=2 2 2 2 2 2 2 2 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 13 4 5 6 7 -4 16 10 -10 15 -13 -2 25 -8 -5 18 24 21 -21 27 -20 -17 -18 -11 -19 -12 -22 -30
right_child=2 -3 3 8 -6 -7 11 -9 9 14 19 12 -14 -15 -16 23 17 26 22 20 28 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.01239118851410846 -5.097857552761769e-06 0.0092132673040035227 0.0083948592795786686 0.0063974054673896497 0.00593814159049389 -0.00054139380878787374 -0.0087778991051749803 -0.023874399307183922 0.018978321157573239 -0.019302442848537091 -0.0024913609969301328 -0.00052041785481075453 -0.022507858843309806 0.0033306700168825782 -0.0024212450517262234 -0.010187816899114599 0.0038682907171498394 0.0071320641258796795 -0.0040682295560145578 -0.0065120211105015695 0.00071287057977085589 0.0094931023916319385 0.0059529866152480855 0.0051154383614157107 -0.0088581279860605062 0.002502013881252531 0.00033977869456793301 -0.0094231871776909049 -0.0023987205965088545 -0.026315694736937685
leaf_weight=75 1296545 20 20 355 159 629 257 100 42 141 2303 72 110 1324 188 75 95 287 280 322 4910 83 246 223 524 34 15142 303 787 36
leaf_count=75 1296545 20 20 355 159 629 257 100 42 141 2303 72 110 1324 188 75 95 287 280 322 4910 83 246 223 524 34 15142 303 787 36
internal_value=-1.12928e-05 -0.00784288 -1.07315e-05 -0.000433786 -0.00365259 -0.00467879 -0.00771545 -0.0184962 -0.000230744 -0.0012604 -0.000960579 -0.00596011 -0.0138095 -1.69493e-06 -0.00851727 -0.00338606 0.000325717 0.000195667 -0.00344877 -0.00105635 -0.000236471 -0.00290253 0.000618499 0.00126395 -0.00690496 -0.0150661 0.000466124 -0.00329733 0.000116001 -0.00344491
internal_weight=1.32569e+06 95 1.32559e+06 27723 1645 1486 857 120 26078 9149 8786 737 182 1.29787e+06 363 555 16929 16574 1145 8744 6055 2689 526 298 619 175 15429 2606 5733 823
internal_count=1325687 95 1325592 27723 1645 1486 857 120 26078 9149 8786 737 182 1297869 363 555 16929 16574 1145 8744 6055 2689 526 298 619 175 15429 2606 5733 823
is_linear=0
shrinkage=0.05


Tree=534
num_leaves=31
num_cat=0
split_feature=36 114 71 104 2 4 18 25 39 11 88 55 83 74 32 64 61 31 7 16 13 72 67 3 34 32 58 92 32 57
split_gain=2.10359 2.66049 2.02287 1.97628 3.59368 5.10611 7.1141 6.77593 6.62068 8.15155 5.91533 5.43689 6.05021 5.47299 6.39772 6.0499 5.23955 5.10069 4.27635 7.65752 4.37191 6.08336 4.57514 4.23417 4.07462 5.23936 4.10759 3.94621 4.3609 3.78684
threshold=6.5499999523162851 -0.41467745602130884 310.33050537109381 -0.98529252409934986 289.50000000000006 5.7500000000000009 3.7749999761581425 296.50000000000006 15.050000190734865 7.3500001430511483 -0.7097024917602538 0.11499999836087228 296.39460754394537 0.35009844601154333 16.150000572204593 0.75499999523162853 0.34094557166099554 1015.9500122070314 3.6499999761581425 9.5450000762939471 1.1749999523162844 0.78881415724754345 0.24499999731779101 265.50000000000006 16.550000190734867 14.750000000000002 266.88999938964849 0.72753301262855541 17.150000572204593 325.54957580566412
decision_type=2 2 2 2 2 2 2 2 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 7 -7 18 9 10 23 13 27 14 15 16 -8 -10 -2 20 21 29 -23 -9 25 -15 -26 -13 -29 -20
right_child=3 -3 -4 -5 -6 6 11 8 17 -11 -12 12 -14 24 -16 -17 -18 -19 19 -21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.018109653973357478 0.00072767519784833364 0.0087526040617377978 -0.0011328014012958324 -2.7066577279767152e-05 -0.00031055044838721569 -0.016061524219684681 0.020581437046800197 -0.0032003372911715146 0.0056255717908854832 0.0022463697971152855 -0.0073804402749910033 0.00081528426244138828 0.0048288658750237148 0.0012976829254451635 0.030252487575635312 -0.017262959459220014 -0.009096598429605366 -0.0011892924613246853 -0.0020777133879823491 0.00046037350021335222 1.6357514632451396e-05 0.009608823184012058 -0.0085529923949977365 0.0016414698828684515 0.0014828086417708166 0.007415383263850427 -0.010835160303142166 -0.0020535335990263977 -0.016733281383813733 0.013036852590725867
leaf_weight=47 31235 20 28 1231537 24464 59 58 2481 519 811 713 10228 919 720 40 21 20 583 3111 13038 2316 37 552 552 256 681 92 450 57 42
leaf_count=47 31235 20 28 1231537 24464 59 58 2481 519 811 713 10228 919 720 40 21 20 583 3111 13038 2316 37 552 552 256 681 92 450 57 42
internal_value=-1.07282e-05 -0.00745074 -0.0117716 -1.0195e-05 0.000210718 0.000393965 0.00126294 0.000182875 -0.00145752 -0.00229853 -0.00328249 0.00133842 0.000935178 0.00382751 0.0133768 0.00655828 0.0129717 0.00202025 0.000367313 -0.000222126 -0.001691 -0.00274771 -0.0074121 -0.00231914 0.00306859 0.00427138 -0.00177367 0.000601848 -0.00370392 -0.00187638
internal_weight=1.32569e+06 95 75 1.32559e+06 94055 69591 13601 55990 5659 4557 3746 13542 11654 1888 139 99 78 1102 50331 19096 6058 3742 589 3033 1749 1401 348 10735 507 3153
internal_count=1325687 95 75 1325592 94055 69591 13601 55990 5659 4557 3746 13542 11654 1888 139 99 78 1102 50331 19096 6058 3742 589 3033 1749 1401 348 10735 507 3153
is_linear=0
shrinkage=0.05


Tree=535
num_leaves=31
num_cat=1
split_feature=103 29 94 24 75 64 28 86 4 39 15 69 136 75 67 12 52 79 81 76 124 63 52 39 21 110 94 15 125 2
split_gain=1.88386 5.41804 5.3886 4.95427 7.1742 6.02943 5.13669 4.85145 6.30902 4.70825 4.67127 4.60255 4.3884 7.63568 7.04536 6.37212 5.83705 5.72381 6.18151 6.25074 5.74131 6.97328 5.46029 5.42262 6.3652 5.82803 5.86877 5.27508 5.08651 5.04431
threshold=-0.47066363692283625 1022.0499877929689 -0.2367921099066734 336.50000000000006 0.35005168616771704 0.39499999582767492 1019.0499877929689 0.83568024635314953 4.6499998569488534 10.250000000000002 0.66500002145767223 241.59283447265628 0 0.52410879731178295 11.644999980926515 0.6850000023841859 15.97499990463257 4.8250000476837167 284.73881530761724 19.704999923706058 0.33379416167736059 0.25541096925735479 1.5950000286102297 18.349999427795414 5.6449999809265146 0.39280934631824499 0.12367270886898042 1.3550000190734866 -0.94828754663467396 299.50000000000006
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 3 -3 9 -5 -6 7 8 -7 11 -4 -1 13 15 -14 -11 -16 20 28 -20 22 29 -17 25 -25 -23 -27 -21 -19 -22
right_child=-2 2 10 4 5 6 -8 -9 -10 12 -12 -13 14 -15 16 17 -18 18 19 27 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00646854007455886 1.5231576424280583e-05 -0.0005484967499226963 -0.019513756759218216 0.012299758737540077 0.026872262759134177 -0.0027610187295245055 -0.020768630973273708 -0.0062370296496630871 0.017522259493448978 -0.0089100947858128752 -0.0055095348367236643 -3.3603101951132646e-05 -0.0002008806016375563 -0.0023768251527840479 0.0056563870243004615 -0.0083276421947376372 0.00013112124011434949 0.011851639377840409 -0.0027104649432358463 0.024734717226653762 0.0019357795506471495 0.0074241009741248826 0.0008464023869201615 0.027137070758776236 0.0057607604063835416 -0.00167306294987678 0.010427292811362881 0.0022965487479972035 0.0010977441238259878 0.019892089957811384
leaf_weight=512 1262104 664 68 193 20 82 31 136 72 193 479 581 46033 6233 957 197 955 145 2763 28 61 323 918 44 167 885 113 406 455 109
leaf_count=512 1262104 664 68 193 20 82 31 136 72 193 479 581 46033 6233 957 197 955 145 2763 28 61 323 918 44 167 885 113 406 455 109
internal_value=1.8294e-06 -0.000263199 -0.00357573 -0.000199131 0.00459632 0.000236307 -0.00142325 0.0006447 0.00672207 -0.000240382 -0.00725046 0.00301223 -0.000298676 -0.00111157 -7.73382e-05 4.53544e-05 0.00289664 0.000306679 -0.000960253 -0.00183423 0.00201436 0.00384137 -0.000774483 0.00277525 0.0102184 0.00158638 -0.000302983 0.00374417 0.0036966 0.0134489
internal_weight=1.32593e+06 63823 1211 62612 534 341 321 290 154 62078 547 1093 60985 13040 47945 6807 1912 6614 3797 3197 2817 1702 1115 1532 211 1321 998 434 600 170
internal_count=1325927 63823 1211 62612 534 341 321 290 154 62078 547 1093 60985 13040 47945 6807 1912 6614 3797 3197 2817 1702 1115 1532 211 1321 998 434 600 170
cat_boundaries=0 1
cat_threshold=5266
is_linear=0
shrinkage=0.05


Tree=536
num_leaves=31
num_cat=2
split_feature=6 4 87 136 62 34 38 10 84 20 31 2 67 71 55 16 136 23 29 114 59 37 38 125 35 62 123 27 56 33
split_gain=2.23573 6.6564 16.27 8.44537 8.35357 6.73469 6.80465 8.37475 6.33575 9.32496 7.76733 8.13693 7.18996 7.06875 7.14967 6.83013 6.5297 6.59392 6.43052 6.4302 6.203 6.55729 6.07675 5.69659 6.20174 5.53641 5.3446 7.7866 6.20607 6.0371
threshold=6.5499999523162851 5.7500000000000009 0.78639462590217601 0 0.39479148387908941 16.550000190734867 12.750000000000002 2.2500000000000004 0.85827708244323742 6.0950000286102304 1015.9500122070314 1.0000000180025095e-35 4.0850000381469735 254.36389160156253 0.43500000238418585 7.4149999618530282 1 5.1449999809265146 1022.7500000000001 -0.86159634590148915 114.65119934082033 15.550000190734865 9.2500000000000018 0.89490029215812694 15.050000190734865 0.25728990137577062 -0.43049471080303187 320.50000000000006 248.64390563964847 16.44999980926514
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=1 -1 -3 4 5 6 -4 -8 -2 10 15 12 -12 23 -15 -10 22 -18 -14 -13 21 -17 -16 25 -25 -11 27 -21 -29 -28
right_child=8 2 3 -5 -6 -7 7 -9 9 13 11 19 18 14 16 20 17 -19 -20 26 -22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=-1.6888655873624503e-05 2.4192345707085092e-05 -4.5112664777525018e-05 0.0012530950693729257 0.00038956915252755703 0.0010165478316598853 -0.00055384175926177293 0.013356972155446302 0.003904361143422064 0.00036528260112847819 -0.0088228519928231167 -0.0029691146911925235 -7.0328241798637287e-05 -0.015203631025990158 0.0032890553571764906 -0.020914837508462372 -0.0028650840851233059 0.0054625111913140607 -0.00038078687518964123 0.0075896519183048187 -0.0018127602689110929 -0.00080946685923236029 -0.012932830323192358 0.00089357773357071318 0.00022485915840109321 0.016045275702861652 -0.0023390730016745235 -0.00072392790185522849 -0.0023997130995506749 -0.0074299122111433791 0.010705070983532411
leaf_weight=717758 328698 101122 2676 28903 20432 1291 245 5375 16217 388 553 6533 267 1766 32 883 489 38080 35 8946 17993 198 17644 606 69 2174 3980 1190 1265 119
leaf_count=717758 328698 101122 2676 28903 20432 1291 245 5375 16217 388 553 6533 267 1766 32 883 489 38080 35 8946 17993 198 17644 606 69 2174 3980 1190 1265 119
internal_value=1.73793e-06 4.81276e-05 0.00033971 0.00100014 0.00158736 0.00280554 0.00332831 0.00431644 -8.91318e-05 -0.000401033 -0.000854353 -0.00157174 -0.00635749 2.95726e-05 0.000156458 -0.000389094 5.80996e-05 -0.000306623 -0.012562 -0.00138602 -0.00103048 -0.00470913 0.000853614 -0.00224437 0.00184206 -0.003321 -0.00194057 -0.00249728 -0.00499165 -0.000392127
internal_weight=1.32593e+06 877802 160044 58922 30019 9587 8296 5620 448125 119427 58179 22888 855 61248 58011 35291 56245 38569 302 22033 19074 1081 17676 3237 675 2562 15500 11401 2455 4099
internal_count=1325927 877802 160044 58922 30019 9587 8296 5620 448125 119427 58179 22888 855 61248 58011 35291 56245 38569 302 22033 19074 1081 17676 3237 675 2562 15500 11401 2455 4099
cat_boundaries=0 1 2
cat_threshold=3461 4099
is_linear=0
shrinkage=0.05


Tree=537
num_leaves=31
num_cat=3
split_feature=6 4 87 136 10 127 61 52 121 125 31 76 127 83 92 121 124 136 108 110 61 120 26 113 55 78 113 38 136 28
split_gain=2.01776 6.00745 14.6838 7.64638 7.27778 7.87454 7.18766 5.81929 8.39197 5.70166 5.84419 6.17932 5.5986 9.11986 7.33253 6.15837 6.01378 6.60008 5.87803 7.77641 7.28861 5.85553 5.35015 5.22707 4.96916 4.99434 4.85557 4.73306 5.76795 6.13249
threshold=6.5499999523162851 5.7500000000000009 0.78639462590217601 0 6.4500000476837167 0.97233289480209362 0.38310466706752783 0.10500000044703485 -0.99353402853012074 0.7933231294155122 1012.9500122070314 28.454999923706058 -0.81408452987670887 268.56286621093756 -0.36131212115287775 -0.095842104405164705 -0.71322327852249134 1 0.69700014591217052 0.9947112798690797 0.49308978021144872 -0.52247866988182057 178.50000000000003 -0.78257837891578663 6.8750000000000009 31.605000495910648 0.095842104405164733 12.050000190734865 2 1011.9500122070314
decision_type=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 1 2
left_child=1 -1 -3 4 5 6 27 8 -5 -9 26 24 13 14 15 -2 -15 -18 19 23 21 -21 -10 -14 25 -12 -11 -4 29 -29
right_child=12 2 3 7 -6 -7 -8 9 22 10 11 -13 18 16 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.604422420592176e-05 0.0059398154054222836 -4.2857034129039811e-05 0.0019046704683838502 0.0075345983838266866 0.00073443310532537163 -0.0013048549339895802 0.0021091083979817922 -0.00015399904493636739 -0.018243169690083182 0.0044092424603573146 0.002483445011911614 -0.0052476385858414888 -0.00015071752373578984 0.00093587502118500348 -1.476061112888076e-05 0.0012005029429232952 0.0081434717873299766 0.0022866343953739693 -1.1735024917739349e-05 -0.007158580453912964 8.6735815200458314e-05 -0.0011138149647234494 0.0014563076741175175 -0.00084345774753195402 -0.00025895394664930107 -0.01675700701581424 0.028704695097569913 0.00183896912987375 0.0028176022094331516 0.010063957574394799
leaf_weight=717758 872 101122 908 665 11831 1252 8327 22528 35 993 4212 391 89394 2684 38853 3204 776 1311 268954 1129 1168 621 2261 39159 3292 34 21 289 833 1050
leaf_count=717758 872 101122 908 665 11831 1252 8327 22528 35 993 4212 391 89394 2684 38853 3204 776 1311 268954 1129 1168 621 2261 39159 3292 34 21 289 833 1050
internal_value=1.65118e-06 4.57215e-05 0.000322725 0.000950139 0.00162536 0.00245929 0.00287243 0.000469277 0.00258855 0.00027003 0.00133819 0.000881098 -8.46752e-05 0.000427374 0.000196893 0.00221441 0.00250122 0.00451433 -0.000145672 -0.000419671 -0.00297204 -0.00501355 0.00115601 -0.000361736 0.001199 0.00232938 0.0049124 0.00493614 0.00620343 0.00822729
internal_weight=1.32593e+06 877802 160044 58922 24490 12659 11407 34432 2961 31471 8943 7929 448125 47700 42929 4076 4771 2087 400425 131471 2918 1750 2296 128553 7538 4246 1014 3080 2172 1339
internal_count=1325927 877802 160044 58922 24490 12659 11407 34432 2961 31471 8943 7929 448125 47700 42929 4076 4771 2087 400425 131471 2918 1750 2296 128553 7538 4246 1014 3080 2172 1339
cat_boundaries=0 1 2 3
cat_threshold=1413 534 1408
is_linear=0
shrinkage=0.05


Tree=538
num_leaves=31
num_cat=0
split_feature=25 64 67 62 82 4 3 86 6 84 20 71 52 94 35 4 87 10 120 123 72 81 81 8 129 99 71 76 32 21
split_gain=1.86358 5.44607 2.81756 2.82116 2.52429 2.98386 1.98828 1.96142 1.85094 5.46326 8.36226 6.52184 6.50811 6.23518 6.13574 5.41196 13.1972 6.86666 5.10609 6.11942 5.47317 5.43545 5.0502 6.13752 5.00412 6.70777 5.30331 6.41405 7.0303 5.78311
threshold=359.50000000000006 1.5950000286102297 13.555000305175783 0.21170290559530261 312.65307617187506 7.0499999523162851 338.50000000000006 0.87177309393882763 6.5499999523162851 0.85827708244323742 6.0950000286102304 254.36389160156253 0.34499999880790716 -0.7390911579132079 12.550000190734865 5.7500000000000009 0.78639462590217601 6.4500000476837167 -0.74892720580101002 -0.68832838535308827 0.69096824526786815 333.50750732421881 198.87242126464847 21.150000572204593 315.50000000000006 -0.70135384798049916 308.72935485839849 11.184999942779543 4.4500000476837167 5.4849998950958261
decision_type=2 2 2 2 2 2 2 2 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 7 3 -3 -5 -6 -7 -2 15 24 22 -12 13 -13 -15 -1 -17 -18 19 20 21 -14 -11 -24 26 -26 -10 -28 -29 -30
right_child=1 2 -4 4 5 6 -8 -9 9 10 11 12 18 14 -16 16 17 -19 -20 -21 -22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=-1.5644524627454839e-05 0.0099115180091992518 0.012245679609477519 0.007738228478027802 0.0054195781121961772 -0.027155012812465431 0.0050349292509384797 -0.016747520901262761 0.028950766536096736 -4.0102210342955654e-06 -0.0028612731365754776 -0.0021506930103003439 0.014361302492644399 0.0011521081874851572 -0.00023507573546036536 0.0074099189980963544 -4.0628840517121159e-05 0.001384514507277363 0.0002982362936513823 0.00025366526471271857 0.00072022390468377058 -0.0031224497064735734 0.027663624780252579 -0.00070916721912808712 0.019942562820182908 -0.00069333891871128147 -0.0054550106008640943 -0.00046683676316955873 -0.0083871490326280808 0.0045451796630094805 0.0012213609873515537
leaf_weight=717716 31 20 76 24 25 22 20 24 303628 2830 3229 124 580 720 413 101119 32676 26223 49948 2550 3598 20 55267 36 4215 897 6388 179 1471 11858
leaf_count=717716 31 20 76 24 25 22 20 24 303628 2830 3229 124 580 720 413 101119 32676 26223 49948 2550 3598 20 55267 36 4215 897 6388 179 1471 11858
internal_value=1.57362e-06 0.00438887 0.000321024 -0.00475742 -0.00849437 -0.0134785 -0.00533767 0.0182196 7.72732e-07 -8.19285e-05 -0.000371724 3.62986e-05 0.000158152 0.00371666 0.00255167 4.29793e-05 0.00030592 0.000900882 7.92572e-05 -0.00121169 -0.0023852 0.00203583 -0.000801146 -0.000695724 2.32848e-05 -0.00152887 4.78103e-05 0.000838631 0.00145599 0.00158818
internal_weight=1.32593e+06 242 187 111 91 67 42 55 1.32568e+06 447951 119315 61182 57953 1257 1133 877734 160018 58899 56696 6748 4198 600 58133 55303 328636 5112 323524 19896 13508 13329
internal_count=1325927 242 187 111 91 67 42 55 1325685 447951 119315 61182 57953 1257 1133 877734 160018 58899 56696 6748 4198 600 58133 55303 328636 5112 323524 19896 13508 13329
is_linear=0
shrinkage=0.05


Tree=539
num_leaves=31
num_cat=1
split_feature=103 56 126 136 124 39 29 55 82 122 39 79 12 101 34 64 58 56 34 70 130 31 59 36 107 39 24 17 30 15
split_gain=1.74596 9.2227 7.56391 6.99348 10.4217 8.39266 11.7371 9.58298 9.61479 6.88577 8.1584 6.28052 6.20357 8.28912 6.74016 6.25583 6.08448 5.66497 5.61739 5.74834 5.6673 7.30219 6.86552 5.95231 5.61383 10.1305 5.30261 5.24535 5.23217 5.12712
threshold=0.35185393691062933 287.43351745605474 -0.9366365075111388 0 -0.63605400919914235 15.34999990463257 1012.7500000000001 1.0850000381469729 312.44592285156256 -0.68832838535308827 16.550000190734867 35.795000076293952 1.1649999618530276 -0.25626303255558008 15.550000190734865 5.9449999332427987 238.12483978271487 211.28479766845706 12.750000000000002 293.94358825683599 170.50000000000003 1011.8500061035157 237.57013702392581 12.650000095367433 -0.68003877997398365 15.750000000000002 345.50000000000006 5.1300001144409189 1000.6499938964845 1.1549999713897707
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 28 4 -4 11 16 17 12 29 -11 18 15 -14 -15 -9 24 -8 20 26 21 -6 -22 -24 -7 -26 -20 -21 -1 -10
right_child=-2 -3 3 -5 5 6 7 8 9 10 -12 -13 13 14 -16 -17 -18 -19 19 27 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.003900330277633219 3.533598031827734e-05 -0.00067663079834800544 0.0026420864197403511 -0.00019326476092080614 0.0038832698686686834 -0.0014505393028587275 0.0043626208713099567 -0.00057418208054209059 0.0087453366182568791 0.013489058475656849 0.0032942759942419923 0.0035240189070844157 0.0076480722932840894 0.0042095397409181202 -0.0018333513265733168 -0.018913234865370519 -0.0061548190530913652 0.017903643153982646 -0.00053379456436050677 0.016229068095152104 0.0027472189820428442 0.00021519683360438852 -0.025313539763565287 -0.0063792338030179965 0.019403752776045238 0.00063687158679830841 0.023492116966973182 -0.0035663416137126183 0.00093930849625757217 -0.0051016498611756288
leaf_weight=571 983711 56964 4920 206066 1454 1304 146 1490 106 450 348 1187 670 913 933 48 506 164 15172 34 131 20297 59 140 97 278 23 2125 25439 181
leaf_count=571 983711 56964 4920 206066 1454 1304 146 1490 106 450 348 1187 670 913 933 48 506 164 15172 34 131 20297 59 140 97 278 23 2125 25439 181
internal_value=1.49494e-06 -9.57822e-05 2.02115e-05 -6.13427e-05 0.00044983 0.000226408 0.00174748 0.00298896 0.00247397 0.00665446 0.00904321 -5.94424e-05 0.00135511 0.00288434 0.00115536 -0.00114653 -0.00134857 0.0115263 -0.000167305 -0.000840446 0.000361733 0.000460398 -0.00614153 -0.0119929 9.98875e-05 0.00549124 -0.000497428 -0.0032546 0.000833063 1.25681e-05
internal_weight=1.32593e+06 342216 285252 259242 53176 48256 7634 5449 5139 1085 798 40622 4054 2516 1846 1538 2185 310 39435 17354 22081 21751 330 199 1679 375 15195 2159 26010 287
internal_count=1325927 342216 285252 259242 53176 48256 7634 5449 5139 1085 798 40622 4054 2516 1846 1538 2185 310 39435 17354 22081 21751 330 199 1679 375 15195 2159 26010 287
cat_boundaries=0 1
cat_threshold=328
is_linear=0
shrinkage=0.05


Tree=540
num_leaves=31
num_cat=1
split_feature=57 29 63 28 71 122 84 90 103 91 81 11 136 53 54 23 9 79 0 90 4 75 15 55 110 32 67 94 86 92
split_gain=1.78709 7.34108 4.15419 4.0008 5.69008 4.69268 4.21184 4.9077 3.73954 4.22094 4.11083 3.58949 3.45252 4.57184 4.45363 7.10943 4.08967 3.43578 3.37574 3.57469 4.01531 3.32251 3.28368 3.27323 3.26267 3.20533 3.88612 3.45573 3.09074 3.54274
threshold=340.52664184570318 1012.2500000000001 0.21268164366483691 1010.6499938964845 314.14320373535162 -0.23343648016452787 0.84075644612312328 -0.95373904705047596 -0.42512883245944971 -0.15397407114505765 288.53276062011724 8.4499998092651385 0 4.5450000762939462 2.685000061988831 6.8250000476837167 12.650000095367433 47.375000000000007 331.50000000000006 -0.40091605484485621 10.250000000000002 0.84567940235137951 2.7150000333786015 5.2049999237060556 0.70398843288421642 15.949999809265138 45.82500076293946 0.912836253643036 0.83432221412658703 0.56903570890426647
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 11 4 -4 21 -5 24 9 -3 -10 -2 17 14 15 28 23 -12 25 20 -20 -6 -15 -16 -8 26 27 -9 -14 -30
right_child=1 8 3 6 5 -7 7 18 10 -11 12 -13 13 22 16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.0624963739950181e-05 -0.00061192835880709544 -0.011556404205595158 -0.0056186342344901295 0.0006557609999624796 0.021444687553507799 -0.0012716151229889678 -0.007876599202863873 -0.017721365093921294 0.0041803488882442104 0.0058581517375213034 0.00014395086984719222 -0.019923415762831929 -0.014355628634504498 0.0088919236179994983 -0.013564444209051349 0.012071926964734518 -0.028914995778412108 0.0095048710977768194 -0.029765919679664965 0.0063814259178581693 0.00080036380412903691 0.0016333509293017967 -0.0071200480473796943 0.0048723761359173237 0.020683300979435444 -0.0024445054509366557 0.00055882946630431845 -0.036469212011434139 0.00038356338450241663 -0.011427591327618766
leaf_weight=1321110 35 134 218 131 59 101 20 106 586 47 2514 77 78 111 89 68 31 102 21 42 22 33 45 33 20 36 22 32 210 91
leaf_count=1321110 35 134 218 131 59 101 20 106 586 47 2514 77 78 111 89 68 31 102 21 42 22 33 45 33 20 36 22 32 210 91
internal_value=7.01381e-06 -0.000925862 -0.00482901 -0.00365326 -8.31101e-05 0.00616945 -0.00689957 -0.0099829 -6.42e-06 -0.00703439 0.00031497 -0.0138886 -0.000356771 -0.00330864 -0.00533504 -0.00281479 -0.0126981 0.000507003 -0.0123155 -0.0039936 -0.0141274 0.0143384 0.00427309 -0.00857744 0.00640335 -0.0159244 -0.0189574 -0.0220687 -0.00548576 -0.00318725
internal_weight=1.32622e+06 5114 975 863 411 193 452 321 4139 181 3958 112 3372 756 600 447 153 2616 281 85 43 92 156 122 40 196 160 138 379 301
internal_count=1326224 5114 975 863 411 193 452 321 4139 181 3958 112 3372 756 600 447 153 2616 281 85 43 92 156 122 40 196 160 138 379 301
cat_boundaries=0 1
cat_threshold=401
is_linear=0
shrinkage=0.05


Tree=541
num_leaves=31
num_cat=2
split_feature=6 8 81 136 56 62 39 28 37 15 18 87 15 63 136 38 28 22 18 73 37 68 17 107 3 35 52 126 104 106
split_gain=1.77363 5.56158 12.7278 7.24556 6.02078 6.14819 5.99215 5.42888 5.33853 7.40796 5.47732 5.25899 5.15763 6.08291 5.02815 5.04552 8.73255 5.50073 5.02354 4.97927 4.7407 4.86462 4.71502 8.65292 6.92544 5.48627 5.17966 5.02619 4.77683 4.9795
threshold=6.6499998569488534 8.1500000953674334 255.26343536376956 0 347.33976745605474 0.43604366481304174 11.650000095367433 1013.4500122070314 16.650000572204593 1.0049999952316286 10.405000209808351 0.7924780845642091 1.075000047683716 0.50188297033309948 1 9.1500000953674334 1014.5499877929689 6.3849999904632577 15.405000209808351 0.65218618512153637 17.050000190734867 283.35943603515631 8.7100000381469744 -0.56988027691841114 303.50000000000006 13.449999809265138 0.2650000005960465 0.98624804615974437 -0.59961315989494313 -0.8528446853160857
decision_type=2 2 2 1 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 -1 -3 4 5 6 -4 -6 22 -10 11 -11 13 -5 -2 16 17 -16 -12 -18 -13 -22 23 24 -8 26 -26 -25 -24 -30
right_child=14 2 3 12 7 -7 8 -9 9 10 18 20 -14 -15 15 -17 19 -19 -20 -21 21 -23 28 27 25 -27 -28 -29 29 -31
leaf_value=1.1740890608871319e-06 0.00011174095882815915 -0.00010397642972236497 0.00060013859209212842 0.0036183438103776968 0.0097152653057128203 0.0012366482189236361 0.0057150882779611637 -0.020937854410014833 0.030894916029646991 -0.01559238394846519 0.0084564627649984792 -0.01458386322652752 0.00038644607632047114 -0.00050157890503769206 0.012442550603585881 -0.00021536649109757508 -0.00094266813438579364 -0.0026558408053824682 -0.0069041824937277636 -0.010581205931934411 -0.0063264720678900283 0.0064587409910996279 0.0056232496199695586 0.0023440122291886883 0.027557681426405908 0.022589032556645055 0.0062230337530644123 -0.024007618557661772 -0.012646792899913101 0.001942637049573954
leaf_weight=782484 196808 58839 1322 2758 20 8182 286 52 20 75 245 55 30049 1327 106 239961 202 140 68 398 124 186 1462 190 35 172 152 20 68 418
leaf_count=782484 196808 58839 1322 2758 20 8182 286 52 20 75 245 55 30049 1327 106 239961 202 140 68 398 124 186 1462 190 35 172 152 20 68 418
internal_value=6.66312e-06 4.72405e-05 0.000386899 0.000997706 0.00199449 0.00207537 0.00347644 -0.0124231 0.00453978 0.000860995 6.32815e-05 -0.0035334 0.000612878 0.00228 -7.57323e-05 -0.000228946 -0.00408351 0.00384997 0.00511933 -0.00733623 -0.00105553 0.00134466 0.0055543 0.00864966 0.0115198 0.0161441 0.0102161 -0.000165667 0.0041957 -9.86824e-05
internal_weight=1.32622e+06 888609 106125 47286 13152 13080 4898 72 3576 773 753 440 34134 4085 437615 240807 846 246 313 600 365 310 2803 855 645 359 187 210 1948 486
internal_count=1326224 888609 106125 47286 13152 13080 4898 72 3576 773 753 440 34134 4085 437615 240807 846 246 313 600 365 310 2803 855 645 359 187 210 1948 486
cat_boundaries=0 1 2
cat_threshold=1408 159
is_linear=0
shrinkage=0.05


Tree=542
num_leaves=31
num_cat=2
split_feature=108 120 95 119 82 22 10 70 68 59 75 4 39 83 23 31 86 85 115 136 52 120 17 95 60 5 28 64 136 31
split_gain=1.76206 3.43018 5.94865 3.4655 2.65648 2.50128 2.37106 2.23105 3.59263 2.18097 2.34985 2.17608 3.46221 2.90741 5.2714 5.50488 2.69198 2.58959 2.43762 2.30119 3.31825 5.87111 2.47715 2.32802 2.85175 2.27251 2.78134 2.24258 3.53065 3.88974
threshold=-0.9929710030555724 0.14780378341674807 -0.96390837430953968 -0.96359375119209278 271.17330932617193 6.8650000095367441 20.94999980926514 303.93278503417974 304.74183654785162 256.90242004394537 0.85335096716880809 15.050000190734865 6.7500000000000009 237.05650329589847 5.2049999237060556 1016.7500000000001 0.86545658111572277 0.90639343857765209 -0.59480014443397511 0 6.3750000000000009 -0.74892720580101002 8.0099999904632586 0.98369738459587108 0.28021506965160375 14.550000190734865 1013.1499938964845 115.33499908447267 1 1001.8500061035157
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 1 2
left_child=1 3 -3 5 -5 -1 7 8 -4 -9 -11 27 -13 17 15 16 18 -14 -15 20 21 -16 25 -21 -25 26 -23 -2 29 -29
right_child=11 2 6 4 -6 -7 -8 9 -10 10 -12 12 13 14 19 -17 -18 -19 -20 23 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0070338021899602424 3.1931785600838579e-06 -0.0097189861598045504 -0.001230202336936921 -0.00078291793201627064 0.009164242298741427 -0.00086894677476767384 -0.01142421399586295 0.015884496545019958 -0.017345631602885467 -0.0028567124301773291 0.015061721446303031 0.019912417543431125 3.8070761691347385e-05 -0.0018603906355565414 -0.01209205652243997 -0.00365829762035551 0.021709469468087744 -0.010716469366136089 0.018539246820189335 0.00061992952078200299 0.00091378180360471891 -0.020189712437568234 0.011253423903874377 -0.022267537988722327 0.0018619337584823371 0.0075796701386570938 0.0050568815708781287 -0.014376442004598818 0.0030568807088404838 -0.00028751112461053929
leaf_weight=314 1312733 226 2906 1631 70 147 57 35 35 77 24 24 3110 32 38 52 76 57 27 1554 592 20 265 25 24 85 24 54 1382 528
leaf_count=314 1312733 226 2906 1631 70 147 57 35 35 77 24 24 3110 32 38 52 76 57 27 1554 592 20 265 25 24 85 24 54 1382 528
internal_value=6.33001e-06 -0.000884974 -0.0018846 0.000668565 -0.00037357 0.00451384 -0.00131965 -0.00113246 -0.00142199 0.00512847 0.00140113 1.00567e-05 0.000959701 0.000883649 0.00205314 0.0101643 0.0154885 -0.000155491 0.00747504 0.00147576 0.00331282 0.00667709 0.00848731 0.000279832 -0.010449 0.00280498 -0.00641884 5.71906e-06 0.00169401 -0.00156779
internal_weight=1.32622e+06 5522 3360 2162 1701 461 3134 3077 2941 136 101 1.3207e+06 6005 5981 2814 187 135 3167 59 2627 1024 432 394 1603 49 129 44 1.3147e+06 1964 582
internal_count=1326224 5522 3360 2162 1701 461 3134 3077 2941 136 101 1320702 6005 5981 2814 187 135 3167 59 2627 1024 432 394 1603 49 129 44 1314697 1964 582
cat_boundaries=0 1 2
cat_threshold=277 1282
is_linear=0
shrinkage=0.05


Tree=543
num_leaves=31
num_cat=3
split_feature=2 124 85 126 4 136 126 136 102 4 14 11 70 35 127 23 74 90 92 85 27 7 64 124 66 64 136 36 124 23
split_gain=1.70364 4.0269 7.12477 8.5607 6.90086 5.6016 5.84879 4.71912 4.54959 4.22419 4.09431 4.67694 4.38128 4.29563 5.84409 7.87677 10.6503 5.80598 5.6768 5.2444 7.23173 4.80796 5.23249 5.03123 4.33793 4.33483 3.99246 5.94776 7.58196 6.37671
threshold=308.50000000000006 0.72534674406051647 0.78186771273612987 -0.41467745602130884 5.2500000000000009 0 0.43049471080303198 1 -0.47231419384479517 9.4499998092651385 1.2649999856948855 11.34999990463257 273.19287109375006 16.650000572204593 0.83385404944419872 5.9249999523162851 0.50630328059196483 -0.76461085677146901 0.34763421118259435 0.8831562101840974 338.50000000000006 2.9500000476837163 1.1950000524520876 0.98624804615974437 2.9150000810623173 0.63499999046325695 2 10.449999809265138 0.82409480214118969 5.4649999141693124
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 1 2 2 2
left_child=1 -1 -3 4 7 6 -5 8 -4 10 13 12 -12 14 -8 16 19 24 -18 20 25 -19 -23 -24 -17 -16 27 28 -2 -30
right_child=26 2 3 5 -6 -7 9 -9 -10 -11 11 -13 -14 -15 15 17 18 21 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=3.4481083599756206e-06 -0.00031841782148285612 4.8345976802720183e-05 0.025484535263644328 0.0035744374235415093 0.0062357166860361364 9.3544545128474503e-05 -0.0021549785132363962 0.0010802951069533134 0.0046134788066525389 0.0036886947584578774 -0.0039633913731202484 0.0036942421827854629 8.8485680260190155e-05 0.013430932691124709 0.024256481442393531 -0.0026911834405516002 -0.018844587811343801 0.02564515320913548 0.0063782746546591322 0.026073726679508885 -0.014155529708016751 -0.0099920062804952844 0.0064134169810289611 0.034280227959156036 0.013612323804922841 0.0030068981910719435 4.6920765400521099e-05 -0.00017903038565715928 0.0017280293901481905 -0.0041385521315484043
leaf_weight=685214 5541 84530 27 2499 1077 22960 433 3965 793 1171 750 795 6040 95 36 102 87 82 30 30 43 26 46 25 68 72 312723 193333 545 3086
leaf_count=685214 5541 84530 27 2499 1077 22960 433 3965 793 1171 750 795 6040 95 36 102 87 82 30 30 43 26 46 25 68 72 312723 193333 545 3086
internal_value=6.01466e-06 5.11837e-05 0.000311229 0.000849907 0.00261969 0.000556761 0.00141118 0.0018058 0.00523683 0.000868243 0.000491217 6.57657e-05 -0.000359071 0.00323764 0.00234101 0.00534991 -0.000620392 0.0104478 -0.0123772 0.0069793 0.00318571 0.0167326 0.00919825 0.0162257 0.00383022 0.0100901 -6.50837e-05 -0.00023804 -0.00148214 -0.003258
internal_weight=1.32622e+06 810996 125782 41252 5862 35390 12430 4785 820 9931 8760 7585 6790 1175 1080 647 298 349 117 181 151 179 97 71 170 108 515228 202505 9172 3631
internal_count=1326224 810996 125782 41252 5862 35390 12430 4785 820 9931 8760 7585 6790 1175 1080 647 298 349 117 181 151 179 97 71 170 108 515228 202505 9172 3631
cat_boundaries=0 1 2 3
cat_threshold=1302 276 2912
is_linear=0
shrinkage=0.05


Tree=544
num_leaves=31
num_cat=1
split_feature=94 88 18 17 88 52 9 109 80 67 62 86 112 36 5 87 95 17 136 117 61 56 35 26 81 112 30 114 82 83
split_gain=1.70114 5.16596 3.98249 4.53453 3.44719 5.13597 3.47406 3.39861 4.72587 6.29468 3.82584 3.63696 4.26436 3.39219 3.28934 3.28024 3.27261 4.31907 4.58607 4.0573 4.16923 3.93678 4.55824 3.89291 4.77099 4.22594 3.48149 5.3203 3.39625 5.45855
threshold=-0.99134069681167591 -0.98109775781631459 4.2599999904632577 4.8800001144409189 0.15187502652406695 0.10500000044703485 16.849999427795414 0.80637148022651683 316.76861572265631 1.6749999523162844 0.35324651002883917 0.84486311674118053 -0.50751903653144825 13.550000190734865 5.4500000476837167 0.87416085600852977 0.37467420101165777 7.4149999618530282 0 -0.99687939882278431 0.30843324959278112 251.11310577392581 14.050000190734865 301.50000000000006 321.56286621093756 -0.88697704672813404 1018.7500000000001 -0.41467745602130884 318.64778137207037 303.10736083984381
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 7 -3 -4 6 14 16 8 -1 -10 13 -9 -13 -11 -6 -8 -5 21 -19 -20 23 26 -23 25 28 -21 27 -18 29 -25
right_child=-2 2 3 4 5 -7 15 11 9 10 -12 12 -14 -15 -16 -17 17 18 19 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0039984706061659383 1.4401925633336864e-05 0.012965139949269462 -0.0070942562488410079 9.1137663847304674e-05 0.030465916348621249 -0.0018927036896653768 0.018254148187814283 -0.024019130606902764 -0.0098010668505190152 0.011261604744054023 0.0016108742316386531 -0.014469097714576565 0.0097215231572245746 0.039681055112963631 0.0017895450070500374 -0.0024472449079997118 0.0053891272361700736 -0.010705766605172792 0.013661369515926039 0.012504811644215475 -0.0056970135468275181 0.0042173512652516369 -0.019472835107228241 0.020481147680510868 -0.0073256520351961917 -0.01279922608977579 -0.012907838285900653 0.030555959410655004 0.02984369563914481 -0.0024454821655847904
leaf_weight=862 1295728 57 241 24255 20 3435 50 40 36 21 28 49 29 21 20 31 168 197 38 22 511 45 37 47 46 66 21 24 21 58
leaf_count=862 1295728 57 241 24255 20 3435 50 40 36 21 28 49 29 21 20 31 168 197 38 22 511 45 37 47 46 66 21 24 21 58
internal_value=5.71439e-06 -0.000363406 -0.000238353 -0.000263993 -0.000207449 -0.00168527 -7.1358e-06 -0.00374995 -0.00277337 0.00718926 0.0159271 -0.0117612 -0.00547515 0.0254713 0.0161277 0.0103314 -3.99039e-05 -0.00248296 -0.00404301 -0.00226028 -0.00307432 0.00283708 -0.00647212 0.00208027 0.00645647 -0.00647322 0.0064209 0.00853498 0.011488 0.00781691
internal_weight=1.32622e+06 30496 29410 29353 29112 3475 25637 1086 968 106 70 118 78 42 40 81 25556 1301 1006 809 771 295 82 260 172 88 213 192 126 105
internal_count=1326224 30496 29410 29353 29112 3475 25637 1086 968 106 70 118 78 42 40 81 25556 1301 1006 809 771 295 82 260 172 88 213 192 126 105
cat_boundaries=0 1
cat_threshold=2113
is_linear=0
shrinkage=0.05


Tree=545
num_leaves=31
num_cat=2
split_feature=71 107 38 66 54 21 36 28 136 39 35 67 89 84 131 115 36 19 116 86 88 94 55 35 60 97 39 89 136 78
split_gain=1.9536 3.93566 5.56792 6.97096 5.52387 5.23795 5.09111 9.43273 5.44563 5.08333 6.17162 5.01656 5.01156 4.70564 6.13104 4.61856 4.39754 4.3941 4.25153 4.22094 4.50924 4.17353 4.09655 4.1832 4.05759 4.38253 4.03831 4.02599 3.86603 4.3316
threshold=318.10951232910162 -0.68913763761520375 19.150000572204593 3.8850001096725468 0.79500001668930065 4.7950000762939462 16.750000000000004 1021.2500000000001 0 9.1500000953674334 9.2500000000000018 10.715000152587892 -0.87707313895225514 0.87722647190094005 333.50000000000006 -0.44618082046508784 9.0500001907348651 11.775000095367433 0.6755644977092744 0.86493062973022472 -0.71974423527717579 0.89428928494453441 0.27500000596046453 14.449999809265138 0.35087580978870397 0.10212270170450212 11.84999990463257 -0.99990597367286671 1 10.015000343322756
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 1 2
left_child=-1 6 5 4 -4 15 8 11 12 10 -10 28 18 22 17 -3 -11 27 -2 20 -6 -17 23 -7 25 -24 -16 -15 -8 -30
right_child=1 2 3 -5 19 13 7 -9 9 16 -12 -13 -14 14 26 21 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.3540780941545962e-05 -0.0013483072951401738 -0.0019084467960571031 0.015798551427932191 0.012233623783466823 0.0080219897240198946 0.002562168837916802 0.0020292837741518661 -0.034563197683542969 -0.027720138764873684 -0.020465780429542068 0.0048066447228193284 -0.0072053875506119152 -0.00090258143422709174 -0.014180326941196756 -0.0073642443265079672 -0.0098986048375566821 0.00054911352918513478 -0.0032276468656713569 -0.006464993064803891 -0.027058134123682978 -0.020986512498486612 -0.034819706454873083 -0.00075357917675091966 0.014597875395646463 0.00078979390891710088 0.014402064554936565 0.010556406491521777 -0.00049224967972897335 -0.010551852185162717 0.0062468908562818004
leaf_weight=1278272 733 226 28 199 37 970 445 25 35 25 25 516 4002 54 38 105 5874 1819 910 25 21 20 7625 78 13067 48 182 10323 155 51
leaf_count=1278272 733 226 28 199 37 970 445 25 35 25 25 516 4002 54 38 105 5874 1819 910 25 21 20 7625 78 13067 48 182 10323 155 51
internal_value=1.8216e-06 -0.000312488 -3.723e-05 0.00663385 -0.00340538 -9.70777e-05 -0.00106248 -0.00417423 -0.000742828 0.000312248 -0.0141673 -0.00352322 -0.00185386 -3.47171e-05 -0.000811606 -0.00617395 0.000460052 -0.000960833 -0.00418226 -0.00988381 -0.00248109 -0.013886 0.000407997 0.00345796 0.000253881 -0.00065877 0.00746102 -0.00056348 -0.000604641 -0.00609697
internal_weight=1.32593e+06 47661 34865 310 111 34555 12796 1192 11604 5959 60 1167 5645 34204 12416 351 5899 12196 1643 83 58 125 21788 1048 20740 7673 220 10377 651 206
internal_count=1325933 47661 34865 310 111 34555 12796 1192 11604 5959 60 1167 5645 34204 12416 351 5899 12196 1643 83 58 125 21788 1048 20740 7673 220 10377 651 206
cat_boundaries=0 1 2
cat_threshold=960 3329
is_linear=0
shrinkage=0.05


Tree=546
num_leaves=31
num_cat=1
split_feature=93 88 17 70 31 63 118 13 102 32 14 95 136 76 15 30 20 7 53 61 32 39 6 127 80 53 77 36 80 56
split_gain=1.86964 6.34948 6.73298 7.93647 5.42328 6.96967 5.5739 5.30459 5.17568 5.154 4.78346 4.98112 7.16755 6.14431 9.42707 17.1822 6.199 6.4666 6.18363 6.17367 6.07374 8.56486 7.57351 7.19898 6.0004 5.44824 5.61955 5.04102 6.72192 5.28482
threshold=-0.60750499367713917 -0.79837998747825611 7.4149999618530282 280.35874938964849 1016.6499938964845 0.26891128718853002 -0.68832838535308827 0.6850000023841859 0.19622267782688144 8.8499999046325701 2.7549999952316289 -0.60968726873397816 0 6.305000066757203 1.3049999475479128 1012.3500061035157 8.4250001907348651 3.9500000476837163 1.8149999976158144 0.83871003985404979 17.349999427795414 17.94999980926514 3.3500000238418584 0.63605400919914257 300.88555908203131 12.815000057220461 5.4049999713897714 17.44999980926514 311.83894348144537 135.45115661621097
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 -1 3 -3 5 6 -5 -4 -6 -8 11 -9 13 14 18 24 20 -18 -13 -20 21 -17 -23 -22 -16 26 -15 -28 29 -29
right_child=-2 2 7 4 8 -7 9 10 -10 -11 -12 12 -14 25 15 16 17 -19 19 -21 23 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0004123478050171361 -2.3349748371102982e-05 0.00035299888917050934 0.0020001822256869202 0.024255297208825747 0.016347984033779298 0.002402726162946023 -0.015712298216441503 0.00022857031507427856 -8.4630022615060359e-05 0.0068720928675546113 0.0020605847882184144 0.0022184675719458631 -0.0012554285048881732 0.010512167350902081 -0.0081821669126524946 0.0059989304138011422 -0.0032015247409325335 0.011604319236517608 -0.0031495673591064623 0.022407266594624768 0.0067102356792438297 0.049264406874066309 0.012340058443113798 -0.013937969091234776 0.0029792987364183725 -0.0067716785949993551 -0.00087360958753130965 0.024265097603201866 0.0091141115388672211 -0.002120782788547956
leaf_weight=41052 1125151 12622 3810 45 49 4710 26 102544 2169 890 3067 1043 15395 118 391 2167 389 91 1534 24 87 21 41 82 174 341 7202 20 307 371
leaf_count=41052 1125151 12622 3810 45 49 4710 26 102544 2169 890 3067 1043 15395 118 391 2167 389 91 1534 24 87 21 41 82 174 341 7202 20 307 371
internal_value=1.73129e-06 0.000142281 0.000284826 0.00113056 0.00237463 0.00319449 0.00707506 0.000160224 0.000278399 0.00623105 0.000108453 6.32131e-05 -0.000505832 0.000296059 0.00151076 0.00322708 0.0047921 -0.000394583 -0.000761169 -0.00275588 0.0058303 0.00652318 0.0248467 -0.00330842 -0.00474483 -0.000581878 -0.00031863 -0.000480407 0.00357668 -0.000771121
internal_weight=1.32593e+06 200782 159730 20511 7889 5671 961 139219 2218 916 135409 132342 29798 14403 6044 3443 2878 480 2601 1558 2398 2229 62 169 565 8359 8018 7900 698 391
internal_count=1325933 200782 159730 20511 7889 5671 961 139219 2218 916 135409 132342 29798 14403 6044 3443 2878 480 2601 1558 2398 2229 62 169 565 8359 8018 7900 698 391
cat_boundaries=0 1
cat_threshold=3591
is_linear=0
shrinkage=0.05


Tree=547
num_leaves=31
num_cat=2
split_feature=12 65 119 111 28 81 136 120 35 39 121 65 113 38 126 9 73 30 132 57 73 23 67 64 136 20 39 92 10 132
split_gain=1.76663 4.38902 5.07197 4.22527 8.95845 5.44062 5.42646 8.109 4.94535 6.35389 5.70104 5.84052 5.06364 4.84537 4.73065 4.71141 4.58077 4.48064 4.30532 5.57447 4.11337 4.37464 4.06866 7.64611 6.08177 5.11284 7.09057 8.57726 8.18067 5.7298
threshold=4.3450000286102304 32.995000839233406 -0.96359375119209278 0.9370127022266389 1014.4500122070314 294.52925109863287 0 0.0087262028828263907 12.34999990463257 12.650000095367433 0.7933231294155122 56.43499946594239 -0.67556449770927418 13.150000095367433 0.98624804615974437 5.1499998569488534 0.87627899646759044 1017.2500000000001 1018.6499938964845 305.63989257812506 0.87762156128883373 6.6250000000000009 17.914999961853031 16.814999580383304 1 7.4749999046325692 12.650000095367433 -0.85578683018684376 8.7500000000000018 1021.0499877929689
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 1 2 2 2 2 2
left_child=1 22 -3 8 5 -5 16 14 9 13 -10 15 -11 18 -8 -12 -7 -14 -4 -20 -6 -22 -1 24 25 26 27 -24 -29 -28
right_child=-2 2 3 4 20 6 7 -9 10 12 11 -13 17 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-1.3986649305084283e-05 0.00039657212122084042 0.0034442565907932265 -0.00018297363133196399 -0.00072026103610953781 -0.002550949233932313 -0.0058507232073073592 0.0032912460016317224 -0.017026684023863214 -0.00072291850974595586 0.00076563549854078848 4.0064680627618124e-05 -0.012475403129436652 0.0072143457739728056 -0.010615228021541905 -0.0096722935007333213 -0.0070679133625431954 -0.021351499744717378 0.00085078471181490893 -0.0017289474944670381 -0.012144775040091411 0.012282599558621043 0.0010079801047615611 -0.0042963522405132957 -1.4110567666853378e-05 9.9996168906401814e-05 0.00044489841580626886 0.0028739857418400381 0.0035932556397953782 -0.00068211871035001514 -0.007944039235477365
leaf_weight=1121015 27725 846 27115 291 875 72 202 110 26428 6406 591 184 627 114 108 385 141 495 580 165 99 657 805 69838 16361 9588 9489 2093 2404 124
leaf_count=1121015 27725 846 27115 291 875 72 202 110 26428 6406 591 184 627 114 108 385 141 495 580 165 99 657 805 69838 16361 9588 9489 2093 2404 124
internal_value=1.64425e-06 -6.78997e-06 -0.00040248 -0.000452055 -0.00244539 -0.00637892 -0.00898029 -0.00523886 -0.00037133 1.89018e-05 -0.000873504 -0.00430426 0.00130834 -0.000328095 -0.00122508 -0.0027638 -0.0153893 0.00440689 -0.000286002 -0.00403581 -0.000216959 0.00248442 1.45703e-05 0.00030375 0.000846986 0.00134517 0.00192481 0.000456867 0.00130773 0.00273444
internal_weight=1.32593e+06 1.29821e+06 66491 65645 2555 924 633 420 63090 35502 27588 1160 7528 27974 310 976 213 1122 27860 745 1631 756 1.23172e+06 110702 40864 24503 14915 5302 4497 9613
internal_count=1325933 1298208 66491 65645 2555 924 633 420 63090 35502 27588 1160 7528 27974 310 976 213 1122 27860 745 1631 756 1231717 110702 40864 24503 14915 5302 4497 9613
cat_boundaries=0 1 2
cat_threshold=770 5893
is_linear=0
shrinkage=0.05


Tree=548
num_leaves=31
num_cat=1
split_feature=71 121 118 5 39 39 81 30 3 88 58 34 84 136 38 22 107 96 64 120 31 125 67 41 114 35 27 92 52 3
split_gain=1.78157 4.48775 5.57013 3.56772 3.30756 6.32077 5.86744 4.60047 6.14741 4.27458 4.54405 4.15982 3.41154 5.47322 6.74431 6.34161 6.13848 6.92605 6.49685 6.00832 6.59514 5.46562 5.42451 5.96208 6.67167 5.73323 5.43397 6.47795 5.3584 5.29672
threshold=318.10951232910162 0.90992662310600292 0.97988739609718334 7.0499999523162851 9.1500000953674334 8.0500001907348651 302.78907775878912 1020.0499877929689 274.50000000000006 -0.96739542484283436 210.00547027587893 7.8500001430511483 0.85546195507049572 0 16.750000000000004 4.6849999427795419 -0.51324564218521107 -0.54941362142562855 33.504999160766609 -0.82409480214118946 1016.3500061035157 0.90992662310600292 2.0649999380111699 9.0500001907348651 -0.84335932135581959 8.9499998092651385 346.50000000000006 0.005259081721305848 16.994999885559086 335.50000000000006
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 4 3 -3 5 6 -2 9 -9 10 -7 -8 13 22 15 -15 17 18 -17 20 -18 -19 -6 25 -25 -24 -27 -28 -20 -26
right_child=1 2 -4 -5 12 7 11 8 -10 -11 -12 -13 -14 14 -16 16 19 21 28 -21 -22 -23 23 24 29 26 27 -29 -30 -31
leaf_value=1.2753386176580722e-05 -0.01191478624696965 -0.0034502604059525768 0.021379061737521132 -0.0185001418335227 -0.0019619733124851047 -0.012587588379216015 0.013436705871809569 0.0049328981433063752 -0.020509505495125348 -0.0053131541334777068 0.0083256084786834904 0.0014820921736043461 -0.00055194451216549086 -0.0153732194956662 -0.0063690746672189508 0.00063891785803801772 0.032260825836824047 -0.0032449242015482509 -0.0079406813263337133 0.0022205608587723964 0.0027618153905496004 -0.015505353327840567 -0.0014019798045872881 0.0099412084771994796 -0.0067657915530227389 0.0026932138381879477 -0.0097032300655158048 0.0014793951267035614 -0.00057623740069380881 0.00033073651369779691
leaf_weight=1278272 69 996 22 41 1334 33 89 32 92 692 122 399 24197 69 479 5309 36 999 433 1153 40 100 1180 107 518 7436 197 378 575 534
leaf_count=1278272 69 996 22 41 1334 33 89 32 92 692 122 399 24197 69 479 5309 36 999 433 1153 40 100 1180 107 518 7436 197 378 575 534
internal_value=1.56207e-06 -0.00029859 -0.00351712 -0.00404529 -0.000225451 -0.00251328 0.00173268 -0.00494891 -0.0139437 -0.00363208 0.00387312 0.00366234 -0.000147894 0.000320411 -0.000592114 -0.000275239 -0.000154735 -0.000697121 -5.9781e-05 0.00311812 0.016735 -0.00436052 0.00103801 0.00142567 -0.00195372 0.00185182 0.0023311 -0.00235187 -0.00373973 -0.00316356
internal_weight=1.32593e+06 47661 1059 1037 46602 1528 557 971 124 847 155 488 45074 20877 9193 8714 8645 7416 6317 1229 76 1099 11684 10350 1159 9191 8011 575 1008 1052
internal_count=1325933 47661 1059 1037 46602 1528 557 971 124 847 155 488 45074 20877 9193 8714 8645 7416 6317 1229 76 1099 11684 10350 1159 9191 8011 575 1008 1052
cat_boundaries=0 1
cat_threshold=1684
is_linear=0
shrinkage=0.05


Tree=549
num_leaves=31
num_cat=0
split_feature=95 127 7 13 54 31 28 132 5 76 15 93 72 115 87 122 63 95 93 1 53 62 54 98 122 126 88 39 92 28
split_gain=1.70105 5.80427 5.09194 4.73273 4.70997 4.69165 6.50366 4.52523 4.14663 4.96525 4.79446 3.95799 4.33558 8.07075 3.88531 4.31698 4.13127 3.56514 3.47992 6.38037 5.03651 5.6088 4.48166 4.45536 4.94203 4.15176 4.09604 4.45969 4.02005 4.18059
threshold=-0.99083495140075672 0.85260769724845897 5.2500000000000009 1.4249999523162844 8.5349998474121112 1022.1499938964845 1023.4500122070314 1019.5499877929689 4.9500000476837167 19.704999923706058 2.2749999761581425 -0.62973535060882557 0.36674033105373388 -0.50751903653144825 0.78957116603851329 0.97625884413719188 0.48503680527210241 -0.99584829807281483 0.038477357476949699 323.50000000000006 1.294999957084656 0.43604366481304174 0.37500000000000006 -0.85233265161514271 -0.62249094247817982 0.83385404944419872 1.0000000180025095e-35 15.84999990463257 0.25038628280162817 1017.1499938964845
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 3 -3 7 8 14 -7 -1 -4 11 -11 12 13 17 -5 18 -17 -10 20 -20 21 -16 25 24 -23 -21 27 -24 -22 -30
right_child=-2 2 4 5 -6 6 -8 -9 9 10 -12 -13 -14 -15 15 16 -18 -19 19 22 28 23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-6.0325140890424235e-05 1.0302968499578059e-05 -0.00013426110930492836 0.0083354598571781496 -0.0035577834721282862 -0.0048333764582536238 -0.018456242758177473 0.00607260939402458 0.022634068046781152 0.033298224076214765 0.011165328315936883 0.00067307793169175565 -0.0041183907054609765 0.0010132104692928178 -0.0057872048695571726 0.00062444328845290753 0.00047168019055216404 0.029308751237619186 0.010166209042372724 -0.0053508835932732481 0.033479049637736312 -0.00082723840048974781 0.014965022626822278 -0.0053036968223153591 0.017359799668264141 -0.0035741919428919967 0.0040690178500621451 0.014203861625413662 0.014835548782866682 -0.0075997299187424419 0.0066883702535020439
leaf_weight=14063 1294541 2840 408 1606 169 88 39 22 36 271 182 304 568 40 947 27 23 31 1003 21 7710 59 195 98 92 28 44 32 387 59
leaf_count=14063 1294541 2840 408 1606 169 88 39 22 36 271 182 304 568 40 947 27 23 31 1003 21 7710 59 195 98 92 28 44 32 387 59
internal_value=1.48397e-06 -0.000362193 0.00122849 -0.000652787 0.00315492 -0.0013627 -0.0109238 -2.48777e-05 0.00388863 0.00262166 0.0069499 0.00061891 0.00275245 0.0119851 -0.00126423 -0.000920782 0.0137367 0.0225954 -0.000989436 -0.00338961 -0.00064989 0.0023802 0.00275775 0.00905772 0.00366961 0.0166733 0.000241648 -0.00246468 -0.00109422 -0.0057096
internal_weight=1.32593e+06 31392 4849 26543 2009 12458 127 14085 1840 1432 453 979 675 107 12331 10725 50 67 10675 1323 9352 1196 320 249 151 49 271 227 8156 446
internal_count=1325933 31392 4849 26543 2009 12458 127 14085 1840 1432 453 979 675 107 12331 10725 50 67 10675 1323 9352 1196 320 249 151 49 271 227 8156 446
is_linear=0
shrinkage=0.05


Tree=550
num_leaves=31
num_cat=2
split_feature=89 33 125 136 111 26 76 102 24 16 129 100 132 16 97 22 54 36 107 61 15 2 136 79 12 127 34 63 75 123
split_gain=1.91874 8.15055 8.0123 8.12715 7.73032 7.03177 6.71076 6.09083 6.49535 6.85058 8.53654 8.11677 7.27509 7.08893 12.8407 8.51648 8.4275 6.87874 6.79013 6.91652 6.52528 6.70554 6.36149 7.68233 6.08311 5.75263 5.82777 6.24156 7.41011 5.71553
threshold=-0.93814316391944874 16.550000190734867 -0.95368063449859608 0 0.084272492676973357 331.50000000000006 5.6150000095367441 0.68460810184478771 268.50000000000006 11.120000362396242 191.50000000000003 0.22337870299816134 1019.8500061035157 13.344999790191652 -0.87469583749771107 7.1250000000000009 3.4050000905990605 10.650000095367433 -0.76787260174751271 0.38881947100162512 1.7150000333786013 311.50000000000006 1 14.815000057220461 1.5649999976158144 -0.92384436726570118 12.949999809265138 0.71582901477813732 0.6832697093486787 0.53727915883064281
decision_type=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 2
left_child=1 7 -3 5 -5 -4 -6 8 -1 11 13 -10 22 14 -11 -16 -15 -17 19 -19 21 24 -12 -24 -13 -21 27 28 -27 -29
right_child=-2 2 3 4 6 -7 -8 -9 9 10 12 20 -14 16 15 17 -18 18 -20 25 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0005553931151216705 2.1944459788213683e-05 0.0040394233766360803 -0.00071389171871601609 -0.00099264863705054323 -0.006930357356951149 0.010383538956561224 -0.00232540180345859 -0.00096338724520320367 -0.00034525329496799665 -6.3746046118519833e-05 0.0029472554831383758 0.0017804725433075619 0.00086801543458342705 0.0029755453353053221 -0.0001865603091458283 0.0030692447478049716 0.00026792499596202163 0.0031666341762382928 -0.00081762714643837512 -0.0128767823474081 0.00056632059213122885 0.00048531834079984309 -0.0032002869319594056 -0.01006415925610301 0.0046971899944845789 -0.012308837218774023 -0.0078632893693115075 -0.0086715786090952925 0.001719880447726346 0.0042318251831134279
leaf_weight=38728 1098148 691 9177 2791 1565 145 1600 16983 15200 40555 299 4705 1169 3058 2903 353 47722 221 1106 276 25446 4700 1766 530 2883 109 1212 571 690 101
leaf_count=38728 1098148 691 9177 2791 1565 145 1600 16983 15200 40555 299 4705 1169 3058 2903 353 47722 221 1106 276 25446 4700 1766 530 2883 109 1212 571 690 101
internal_value=-5.42273e-06 -0.000137667 -0.00122686 -0.00146504 -0.00290599 -0.000540696 -0.00460242 -5.53463e-05 2.40207e-05 0.000168257 -7.00139e-05 0.000630273 -0.00240709 1.89529e-05 -0.000416058 -0.00231052 0.000430979 -0.00363965 -0.0041922 -0.00536587 0.00102323 0.00196941 -0.00388247 -0.00476397 0.00288866 -0.00600314 -0.00529605 -0.00318083 -0.000193925 -0.00673223
internal_weight=1.3254e+06 227255 15969 15278 5956 9322 3165 211286 194303 155575 102641 52934 3764 98877 48097 7542 50780 4639 4286 3180 37734 12288 2595 2296 7588 2959 2683 1471 799 672
internal_count=1325403 227255 15969 15278 5956 9322 3165 211286 194303 155575 102641 52934 3764 98877 48097 7542 50780 4639 4286 3180 37734 12288 2595 2296 7588 2959 2683 1471 799 672
cat_boundaries=0 1 2
cat_threshold=7568 128
is_linear=0
shrinkage=0.05


Tree=551
num_leaves=31
num_cat=0
split_feature=92 126 65 64 21 77 21 9 9 101 23 6 76 4 95 103 90 121 120 113 8 64 60 68 121 71 121 87 108 8
split_gain=1.77172 5.39287 6.12218 4.99619 5.90583 5.74905 7.15413 5.55954 5.4482 4.78078 5.28853 4.60148 6.57014 4.41519 4.16037 4.1278 4.06482 4.55532 4.1798 4.7605 3.82284 3.77061 3.76186 3.69737 4.11165 8.43755 5.89103 3.75276 3.69883 3.67008
threshold=-0.99023586511611927 0.8140845298767091 0.25499999523162847 2.5649999380111699 5.805000066757203 15.984999656677248 5.1949999332427987 10.84999990463257 14.250000000000002 0.94058498740196239 6.1649999618530282 6.6499998569488534 6.5150001049041757 11.150000095367433 -0.46180675923824305 0.87188714742660534 -0.38065479695796961 -0.68832838535308827 -0.3172925859689712 -0.73724925518035878 9.6500000953674334 7.9849998950958261 0.30812790989875799 318.77792358398443 -0.59480014443397511 294.64610290527349 -0.72534674406051625 0.84114816784858715 -0.018295926973223683 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=1 2 23 5 8 14 7 -7 11 -6 -11 12 -5 -9 -3 -4 20 -18 19 -19 -17 -12 -13 24 25 26 -1 -28 -26 -14
right_child=-2 3 15 4 9 6 -8 13 -10 10 21 22 29 -15 -16 16 17 18 -20 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.0030766973790267243 3.9994533808137211e-06 -0.00058834193398944138 -0.00050950175723312103 0.00063849645595137898 0.00088159126182687391 0.0018631063401699068 0.0014953095026660442 0.040683837868273259 0.02819118563617979 0.026617570657675206 -0.0084449825479703793 0.010978960371218049 0.0045167217807223405 0.010355134289711715 -0.0058744279248923855 -0.0067436402697780441 -0.010081101741011747 0.032250584010034798 -0.003950624321721709 0.0047171004626848931 -0.023051269724965098 0.015102859860395685 -4.6948826561885463e-05 0.012195300370454789 -0.0019597417612273534 -0.016955029922114177 0.030641069105611398 0.002914708269679028 -0.017720989235285856 0.027216368697691659
leaf_weight=115 1293010 2131 24644 65 3144 32 304 30 28 38 34 104 24 20 451 143 102 20 104 73 48 34 302 25 52 77 26 23 131 69
leaf_count=115 1293010 2131 24644 65 3144 32 304 30 28 38 34 104 24 20 451 143 102 20 104 73 48 34 302 25 52 77 26 23 131 69
internal_value=-5.15048e-06 -0.000370382 -0.000703235 0.000880039 0.00207037 -0.00066082 0.0050306 0.018137 0.00666355 0.00123371 0.0116777 0.0055948 0.0128344 0.0285524 -0.00151167 -0.000599854 -0.00514404 -0.00150427 0.00293652 0.0106383 -0.0108419 0.00332894 0.00277742 -0.00649026 -0.007592 -0.00330146 0.00310906 0.0176267 -0.0132424 0.0213584
internal_weight=1.3254e+06 32393 25583 6810 3842 2968 386 82 592 3250 106 564 158 50 2582 25134 490 299 197 93 191 68 406 449 424 241 164 49 183 93
internal_count=1325403 32393 25583 6810 3842 2968 386 82 592 3250 106 564 158 50 2582 25134 490 299 197 93 191 68 406 449 424 241 164 49 183 93
is_linear=0
shrinkage=0.05


Tree=552
num_leaves=31
num_cat=2
split_feature=89 33 125 136 111 26 76 28 102 24 16 100 136 69 30 15 12 23 75 39 23 135 39 1 58 10 63 1 38 58
split_gain=1.73885 7.349 7.23 7.33169 6.98029 6.35026 6.07502 5.85411 5.49297 5.85899 6.18595 7.32169 7.23867 10.7985 8.02583 5.90807 6.35968 5.7162 5.51333 7.21462 7.75817 7.3893 7.33354 6.38653 6.28352 5.73059 5.50267 6.90944 5.46679 5.4582
threshold=-0.93814316391944874 16.550000190734867 -0.95368063449859608 0 0.084272492676973357 331.50000000000006 8.1449999809265154 1013.8500061035157 0.68460810184478771 268.50000000000006 11.120000362396242 0.22337870299816134 1 294.53930664062506 1019.9500122070314 1.6950000524520876 1.7649999856948855 7.5450000762939462 0.79571190476417553 12.750000000000002 7.3450000286102304 1020.2500000000001 11.750000000000002 321.50000000000006 238.12483978271487 6.5499999523162851 0.81882411241531383 1.0000000180025095e-35 14.550000190734865 243.52875518798831
decision_type=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 2 2 2 2 2
left_child=1 8 -3 5 -5 -4 7 -6 9 -1 11 -11 13 26 18 16 -13 -16 24 22 -21 -22 23 -20 -15 -26 27 -12 -14 -30
right_child=-2 2 3 4 6 -7 -8 -9 -10 10 12 15 28 14 17 -17 -18 -19 19 20 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00052754559913095094 2.115975790017807e-05 0.0038375552048213919 -0.00067793456322667953 -0.00094175007517867827 -0.010345348840599455 0.0098680209744207818 -0.0013537520248637555 -0.0043512637289538809 -0.00091494182952211837 -0.00032774109441934825 -0.0042972439864413852 0.0011814037997060509 -9.3629937668402214e-05 0.0089857996962964537 0.0039688056879883492 0.00054895886942159526 0.0037732321452064394 -0.0032813593413932489 -0.0018243568336401951 0.00095492758833947409 -0.010358808795801774 0.0076870075644805066 0.0034331614231857864 -0.020211660156353142 -0.0050845533404507964 -0.013548385545271813 0.0007674785435717186 -0.00041997629100548747 0.0041701047669712096 0.0006514694054350086
leaf_weight=38728 1098148 691 9177 2791 557 145 1092 1516 16983 15200 1517 8569 68246 50 524 25895 3270 565 160 281 667 62 549 67 403 397 5908 4737 1177 17331
leaf_count=38728 1098148 691 9177 2791 557 145 1092 1516 16983 15200 1517 8569 68246 50 524 25895 3270 565 160 281 667 62 549 67 403 397 5908 4737 1177 17331
internal_value=-4.89296e-06 -0.000130786 -0.00116503 -0.00139129 -0.00275991 -0.000513346 -0.00437193 -0.00596183 -5.26173e-05 2.27539e-05 0.000159743 0.000598775 -6.66751e-05 -0.00104753 -0.00340362 0.000971994 0.00189728 0.000207242 -0.00489536 -0.00331784 -0.00610336 -0.00882405 0.000307638 -0.00725145 -0.00820999 -0.00928473 -0.000326762 -0.00136046 0.000113053 0.000875234
internal_weight=1.3254e+06 227255 15969 15278 5956 9322 3165 2073 211286 194303 155575 52934 102641 15887 3725 37734 11839 1089 2636 1786 1010 729 776 227 850 800 12162 6254 86754 18508
internal_count=1325403 227255 15969 15278 5956 9322 3165 2073 211286 194303 155575 52934 102641 15887 3725 37734 11839 1089 2636 1786 1010 729 776 227 850 800 12162 6254 86754 18508
cat_boundaries=0 1 2
cat_threshold=7568 512
is_linear=0
shrinkage=0.05


Tree=553
num_leaves=31
num_cat=0
split_feature=124 95 5 2 11 22 102 127 119 12 99 79 67 73 102 83 31 85 76 108 78 3 62 74 105 87 108 1 27 78
split_gain=1.73182 4.83082 5.13145 4.69841 5.51592 4.88907 4.18034 4.17359 4.38686 3.95846 4.93267 4.69154 3.87482 4.72747 5.34497 5.28463 5.27994 5.23724 4.46409 4.38425 4.22773 4.03225 6.15609 4.55229 4.71715 3.85461 4.4874 3.7868 3.76172 3.75833
threshold=0.94260558485984813 -0.60968726873397816 3.6499999761581425 218.50000000000003 3.0499999523162846 4.7349998950958261 0.61184617877006542 -0.14780378341674802 0.97625884413719188 2.2649999856948857 -0.082505092024803148 5.7950000762939462 3.4450000524520878 0.55730533599853527 0.79784449934959423 310.84573364257818 1017.8500061035157 0.85106500983238231 15.144999980926515 0.76151964068412792 31.605000495910648 319.50000000000006 0.27925451099872595 0.83111432194709789 -0.74615320563316334 0.84181013703346264 0.52728456258773815 343.50000000000006 309.50000000000006 5.4249999523162851
decision_type=2 2 2 2 2 2 2 2 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 29 -4 -2 -9 10 11 27 -5 14 15 19 21 -17 -16 25 -18 23 -23 -15 -25 -14 -27 -7 -22 -6
right_child=1 -3 3 12 5 9 -8 8 -10 -11 -12 -13 13 16 18 17 20 -19 -20 -21 28 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-2.4085124929824119e-05 -0.0022429288433370243 6.5407236278764192e-05 0.0081776995583800836 0.00029550275331193703 0.031550137168512897 0.0097579338225421888 0.0243304167953232 0.00057047521578901326 0.014298684600645963 0.010327342574532314 -0.023156604091179492 -0.0024796656638626821 0.0022900346915401123 -0.0014652658774836301 0.033649300930626465 -0.0095319204555010771 -0.00040634289216824702 0.0078908226712572777 0.0059468193391624558 0.024689792302372154 0.0033360764663666487 -0.0020717900938345729 0.0074620345105278129 0.0013642690200358631 0.019006680091079631 0.032631677837559471 0.0043059703926074102 -0.0027676762339165981 -0.023335078788491396 0.0027201264223549516
leaf_weight=1188007 1584 123861 164 3541 26 208 53 4251 59 127 21 345 131 574 33 91 770 82 26 43 20 214 811 100 61 27 29 85 39 20
leaf_count=1188007 1584 123861 164 3541 26 208 53 4251 59 127 21 345 131 574 33 91 770 82 26 43 20 214 811 100 61 27 29 85 39 20
internal_value=-4.64831e-06 0.000163414 0.00106029 0.00191534 0.00502341 0.00317176 0.0121228 -4.81993e-05 0.000758402 0.00224453 0.000686835 0.00147165 0.00142074 0.0027267 0.00738587 0.00532811 0.00189528 -0.00127374 0.0214414 0.0102938 -0.00139473 0.00344495 0.00547156 0.000618737 0.00804866 0.00698355 0.017963 0.00612422 -0.014294 0.0190153
internal_weight=1.3254e+06 137396 13535 7641 1049 832 217 5894 4310 786 659 638 6592 3051 462 403 2589 173 59 230 829 1760 1025 735 161 187 56 293 59 46
internal_count=1325403 137396 13535 7641 1049 832 217 5894 4310 786 659 638 6592 3051 462 403 2589 173 59 230 829 1760 1025 735 161 187 56 293 59 46
is_linear=0
shrinkage=0.05


Tree=554
num_leaves=31
num_cat=2
split_feature=91 33 136 127 69 78 15 136 124 38 85 7 15 83 76 85 99 93 77 115 11 40 53 77 35 2 95 63 23 107
split_gain=1.62236 5.08527 5.70994 5.15658 4.87907 4.84744 5.72808 8.18028 7.39042 6.74416 6.52053 10.3937 4.88082 4.78871 4.72562 5.01735 4.68082 4.69258 4.61527 6.61449 4.61477 4.46221 5.33022 4.40729 4.36084 4.1466 6.82133 4.5646 4.13333 4.82551
threshold=1.0000000180025095e-35 12.250000000000002 0 0.87878364324569713 273.70605468750006 27.125000000000004 1.2250000238418581 1 0.35019405186176306 14.84999990463257 0.77498862147331249 4.0499999523162851 0.98500001430511486 313.45983886718756 4.1150000095367441 0.85567688941955578 -0.50165089964866627 0.077677551656961455 8.4549999237060565 -0.99535831809043873 4.9500000476837167 11.550000190734865 1.4950000047683718 39.48500061035157 12.550000190734865 136.50000000000003 0.68387824296951305 0.33901686966419226 6.7449998855590829 -0.51324564218521107
decision_type=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 2
left_child=-1 -2 16 5 -5 6 7 8 24 13 20 14 -13 21 -12 -16 17 25 -9 -20 -11 22 -10 -8 -4 -3 -27 -28 -6 -30
right_child=1 2 3 4 28 -7 23 18 9 10 11 12 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=5.6465370237145022e-06 0.00071916353541370533 0.00038835313162170602 0.021546326894673732 1.5004993539457775e-05 0.0067435881849051034 0.0028230376893460933 -0.0013912247382251233 -0.00056757467428248298 -0.006859831473436849 -0.0043798794106739321 0.036547586986651788 0.029905140861159279 0.0038687786202885148 -0.012537714504063702 -0.0018302048768170855 0.029391247475324501 0.00085267235219631829 -0.0046454807396008463 0.018349554848359668 0.0020108074948167734 0.015546744494802422 -0.011541223803792022 0.018980317527166335 -0.023305447606126902 -0.00069269671108143161 -0.0024725019720636733 0.010038756996602222 -0.0086728912335820498 0.0015112756651289698 -0.023843637895770372
leaf_weight=1282953 9378 2172 23 1256 722 1108 9341 7239 29 82 65 21 126 52 22 31 1781 1372 73 409 45 29 64 23 530 5917 176 40 304 20
leaf_count=1282953 9378 2172 23 1256 722 1108 9341 7239 29 82 65 21 126 52 22 31 1781 1372 73 409 45 29 64 23 530 5917 176 40 304 20
internal_value=-4.4159e-06 -0.00030853 -0.000599946 -0.000121163 0.00211567 -0.000387857 -0.000583291 0.000329551 0.00430467 0.0083596 0.0119959 0.0164601 0.00758826 0.00016752 0.0275124 0.0164314 -0.00150169 -0.00193655 -0.000251809 0.00448535 0.00268074 0.00558287 0.0109226 -0.00144505 0.000232254 -0.00148903 -0.0021539 0.00657364 0.00463807 -5.38425e-05
internal_weight=1.3254e+06 42450 33072 21614 2302 19312 18204 8840 1119 566 392 265 147 174 118 53 11458 9677 7721 482 127 122 93 9364 553 8305 6133 216 1046 324
internal_count=1325403 42450 33072 21614 2302 19312 18204 8840 1119 566 392 265 147 174 118 53 11458 9677 7721 482 127 122 93 9364 553 8305 6133 216 1046 324
cat_boundaries=0 1 2
cat_threshold=4629 1280
is_linear=0
shrinkage=0.05


Tree=555
num_leaves=31
num_cat=0
split_feature=130 130 99 38 33 84 12 109 38 34 8 66 36 35 19 60 134 88 8 89 84 60 72 54 64 32 84 75 22 93
split_gain=2.47381 4.88569 5.11138 5.8563 7.88467 9.35479 5.67982 5.64523 4.64241 4.90764 5.62013 6.39393 4.62991 5.28829 6.59026 4.82552 5.12326 5.43399 4.97473 4.2522 4.07635 4.01824 3.88005 3.81289 4.66484 4.31931 3.75124 4.43261 4.33963 3.60649
threshold=333.50000000000006 314.50000000000006 -0.89098966121673573 15.550000190734865 15.050000190734865 0.86066129803657543 2.6550000905990605 0.84923735260963451 14.949999809265138 13.949999809265138 14.150000095367433 2.0249999761581425 15.34999990463257 15.150000095367433 9.5450000762939471 0.24176140129566195 1015.6499938964845 -0.83234474062919606 5.7500000000000009 0.12824647873640063 0.81155496835708629 0.42523461580276495 0.84056007862091076 33.454999923706062 9.4749999046325701 12.84999990463257 0.76422768831253063 0.508478343486786 6.0850000381469735 -0.94447341561317433
decision_type=2 2 2 2 2 2 2 2 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 12 4 7 -6 22 19 9 -9 11 -11 15 14 -14 -3 17 18 -17 26 -18 -5 -7 24 -20 -26 28 -28 -4 -2
right_child=29 2 3 21 5 6 -8 8 -10 10 -12 -13 13 -15 -16 16 20 -19 23 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=1.8926176529587739e-05 -0.0020953673162765652 0.012188133855278676 0.02263784090855292 -0.0083530939796387597 -0.0014456133780610938 0.024527784190611007 -0.0027941403037402782 -0.0026774235950203754 0.012346521573694978 0.0040291969016518284 0.00016649573592952005 -0.0255443934706992 -0.0040702288451391353 -0.0036280904688180322 0.0079357550602231174 0.00065525255008731364 -0.0046120915797628562 -0.0030027826098483461 -0.0080652599877292491 -0.008497698007272448 -0.0001339267387768262 -0.0014078975222942868 0.0023742369802979132 0.0032487024542536928 -0.024504423225984544 -0.0097016925494906245 -0.0055207304507159235 0.00077047178671358057 0.003948754884586906 0.0012030409421265275
leaf_weight=1304568 927 52 35 324 137 112 32 357 37 23 54 89 166 363 367 114 757 1049 290 128 1546 583 24 44 112 88 298 4631 276 7818
leaf_count=1304568 927 52 35 324 137 112 32 357 37 23 54 89 166 363 367 114 757 1049 290 128 1546 583 24 44 112 88 298 4631 276 7818
internal_value=1.52219e-05 9.65488e-06 -0.000990927 -0.000135018 0.000411227 0.00825125 0.0161588 7.85171e-06 -0.0047693 -0.00598017 -0.0130831 -0.0194712 -0.00222601 0.00102653 0.00419656 -0.00294523 -0.00314196 -0.00522655 -0.00882643 0.000506213 -0.00160591 -0.00388887 0.0206183 -0.0108506 -0.0121167 -0.0179912 0.000726156 0.000390115 0.00605203 0.000853398
internal_weight=1.3254e+06 1.31666e+06 12088 7140 6233 305 168 5928 560 523 166 112 4948 896 533 4052 4000 1697 648 5368 2303 907 136 534 490 200 5240 4929 311 8745
internal_count=1325401 1316656 12088 7140 6233 305 168 5928 560 523 166 112 4948 896 533 4052 4000 1697 648 5368 2303 907 136 534 490 200 5240 4929 311 8745
is_linear=0
shrinkage=0.05


Tree=556
num_leaves=31
num_cat=0
split_feature=130 130 99 38 34 85 27 74 34 5 12 57 36 35 52 85 60 135 89 5 55 60 88 36 23 52 64 132 52 64
split_gain=2.23261 4.40933 4.61302 5.28531 7.21077 9.13542 5.54943 5.97982 5.53818 6.17954 4.87556 4.26986 4.17849 4.91072 6.27493 4.50713 4.35503 4.36767 5.44981 5.02523 4.58696 4.57883 3.93886 3.87734 4.60654 3.83445 3.66539 6.73752 7.35704 3.54819
threshold=333.50000000000006 314.50000000000006 -0.89098966121673573 15.550000190734865 14.949999809265138 0.86911490559577953 309.50000000000006 0.72766819596290599 13.949999809265138 12.150000095367433 2.6350001096725468 316.07563781738287 15.34999990463257 14.750000000000002 5.8250000476837167 0.85632234811782848 0.24176140129566195 1019.6499938964845 -0.94106978178024281 2.9500000476837163 3.2050000429153447 0.81806889176368724 -0.81768393516540516 15.050000190734865 8.0850000381469744 11.525000095367433 52.815000534057624 1010.6499938964845 6.6649999618530282 9.8850002288818377
decision_type=2 2 2 2 2 2 2 2 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 12 4 6 23 -4 8 -8 11 -7 -10 16 14 -14 -16 -3 18 19 -18 -21 29 25 -6 -25 -5 -9 -28 -29 -22
right_child=-2 2 3 22 5 10 7 26 9 -11 -12 -13 13 -15 15 -17 17 -19 -20 20 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=1.7979867200783787e-05 0.00081072842668094614 0.011578727269975039 0.0017156596764294424 -0.012553855605428377 -0.0070944680927575322 0.017883503550685766 -0.0019715013412563679 0.00073737590900213373 -0.010223569360031092 0.0077832537237554796 -0.0017401804646047262 -0.029543652368010955 -0.00056421840453590706 -0.0022524412530305119 0.016595731947217484 -0.0025134491850622 0.0033599524366304508 0.00013751751742591814 -0.0026044685425245721 -0.0027326096750045726 -0.0092926201796013352 -0.0019341383327999 -0.0016618898407957635 0.013791402835183993 -0.012244844258479451 0.0018638359377977484 0.012292198991662888 -0.023861850849202566 -0.0032396679244271216 -0.018629372689978593
leaf_weight=1304568 8745 52 2511 189 110 168 696 2028 269 44 39 32 212 509 135 40 97 875 2296 221 214 103 657 65 23 61 43 62 143 194
leaf_count=1304568 8745 52 2511 189 110 168 696 2028 269 44 39 32 212 509 135 40 97 875 2296 221 214 103 657 65 23 61 43 62 143 194
internal_value=1.44608e-05 9.17213e-06 -0.000941381 -0.000128267 0.000390666 0.00684193 -5.76461e-05 -0.00140006 -0.00453913 -0.00971905 0.0141863 -0.0122775 -0.00211471 0.0009752 0.00522034 0.0122279 -0.00279797 -0.00298486 -0.00385913 -0.00733405 -0.00875115 -0.0113541 -0.00369443 -0.000836271 0.00698647 -0.00903594 3.57011e-05 -0.00570219 -0.00947662 -0.0137322
internal_weight=1.3254e+06 1.31666e+06 12088 7140 6233 405 5828 3317 1041 345 207 301 4948 896 387 175 4052 4000 3125 829 732 511 907 198 88 250 2276 248 205 408
internal_count=1325401 1316656 12088 7140 6233 405 5828 3317 1041 345 207 301 4948 896 387 175 4052 4000 3125 829 732 511 907 198 88 250 2276 248 205 408
is_linear=0
shrinkage=0.05


Tree=557
num_leaves=31
num_cat=0
split_feature=129 72 20 75 83 32 132 36 68 37 36 85 52 73 55 52 36 135 132 52 76 86 21 83 34 34 16 32 95 9
split_gain=2.007 3.91666 3.66185 3.342 3.26058 3.29448 7.616 4.75216 4.57521 4.44268 2.85164 4.16253 2.77498 4.05215 3.23262 5.24933 4.88229 3.54516 4.84859 3.3431 3.67622 3.94171 3.2854 7.06376 5.50464 3.93518 3.40418 2.8768 3.25775 2.81422
threshold=333.50000000000006 0.40895281732082372 4.5650000572204599 0.38464951515197759 336.79696655273443 15.650000095367433 1017.7500000000001 15.250000000000002 304.04673767089849 17.250000000000004 14.050000190734865 0.81598025560379039 0.2650000005960465 0.83273604512214672 1.3750000000000002 1.7749999761581423 15.449999809265138 1009.0499877929689 1010.2500000000001 0.58499997854232799 12.355000019073488 0.87407970428466808 5.2249999046325692 305.60861206054693 12.34999990463257 13.84999990463257 8.7100000381469744 12.050000190734865 0.27229915559291845 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 -3 -2 5 9 7 -7 -8 12 -5 -12 13 -4 16 19 17 -14 -19 -16 21 -21 23 -17 -25 -26 -24 -20 -29 -30
right_child=1 2 4 10 -6 6 8 -9 -10 -11 11 -13 14 -15 15 22 -18 18 27 20 -22 -23 26 24 25 -27 -28 28 29 -31
leaf_value=8.7159247934495868e-06 -0.003544738482345234 -0.015318806697097091 0.0031084741489278114 0.0046602323980744374 -0.0093850735202431687 0.023214017599821092 -0.021101435476448389 -0.0013130064309668761 0.0030418681733023665 0.018239852653917029 -0.0005385032875220413 0.024598491042970322 0.01878182988451875 0.020122432723901299 -0.0088871979930748544 -0.0097775608107137195 -0.010945831964197676 -0.025438880953006449 -0.0039651913574398978 0.006186293533212075 0.0095720028408952679 -0.011221913035027682 -0.0026329133757807596 0.032691942771068877 -0.0017683989424579615 0.015900741133035797 0.00093547013363935207 -0.00049076689988966627 0.014576696648728103 -0.00094396410631420824
leaf_weight=1316630 55 36 188 94 80 22 80 193 26 37 23 58 23 43 36 48 131 20 348 93 361 50 764 27 58 69 5339 343 80 46
leaf_count=1316630 55 36 188 94 80 22 80 193 26 37 23 58 23 43 36 48 131 20 348 93 361 50 764 27 58 69 5339 343 80 46
internal_value=1.37378e-05 0.000767575 0.000594189 0.00720621 0.000661546 0.000756944 -0.00421099 0.00119674 -0.0151795 0.000953724 0.0105851 0.0174608 0.00087444 0.00627557 0.000715218 0.00110163 -0.00195379 -0.000584072 -0.00111623 0.00583293 0.00688437 9.9508e-05 0.000696411 0.00697002 0.01219 0.00783137 0.000488764 -0.000520815 0.00203493 0.00891042
internal_weight=1.3254e+06 8771 8541 230 8505 8425 321 215 106 8104 175 81 8067 231 7836 6845 991 860 837 540 504 143 6305 202 154 127 6103 817 469 126
internal_count=1325401 8771 8541 230 8505 8425 321 215 106 8104 175 81 8067 231 7836 6845 991 860 837 540 504 143 6305 202 154 127 6103 817 469 126
is_linear=0
shrinkage=0.05


Tree=558
num_leaves=31
num_cat=2
split_feature=94 89 136 85 4 103 83 136 67 14 31 108 92 37 67 28 97 127 106 39 83 60 55 2 6 3 15 55 31 67
split_gain=1.922 6.46682 6.96085 9.32076 7.19527 6.85618 6.60396 6.20357 5.74103 6.70503 9.95334 6.14488 5.73473 6.2899 6.09259 6.18263 6.00021 5.84375 5.53957 8.55079 10.503 6.33249 6.02588 8.65286 5.3116 5.2875 5.0648 6.3555 5.31688 4.98508
threshold=-0.56846028566360463 -0.30470149219036097 0 0.74859687685966503 5.0499999523162851 -0.51509359478950489 339.01150512695318 1 11.815000057220461 1.8049999475479128 1010.5499877929689 0.80711761116981517 -0.031777575612068169 8.3499999046325701 0.24499999731779101 1020.2500000000001 -0.99406304955482472 -0.97988739609718312 -0.78035101294517506 12.750000000000002 312.63713073730474 0.37490844726562506 15.994999885559084 310.50000000000006 5.3500001430511483 260.50000000000006 3.3149999380111699 2.5949999094009404 1011.9500122070314 19.775000572204593
decision_type=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 2
left_child=1 2 -1 4 6 -6 7 -4 -5 10 -10 25 -3 -14 15 16 -15 -16 -11 20 -20 -22 -21 -24 -9 -12 28 -28 -19 -13
right_child=-2 12 3 8 5 -7 -8 24 9 18 11 29 13 14 17 -17 -18 26 19 22 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00037098241317110449 -1.3077571387936974e-05 -8.3369476689394115e-05 0.0021232053682161771 0.0001804468788654472 0.0004055556544708609 0.0054658704255541382 0.024967400883806164 -0.00058790393751575012 -0.0037090662787075709 -0.00036770471517480848 0.0015266240532047747 0.023862957365524309 0.012228854022414228 0.012233540829380647 0.0082475319859241277 0.017397968575358393 -0.0095022200767076962 -0.0052438576361138727 0.0034620764340138098 0.0029346685397379385 -0.0078117656999883434 0.00023910515393336853 0.0033733438559427442 0.022747323636839303 0.0060571668962802507 0.0053824418791497452 0.031323470490483139 -0.0051911977976983924 -0.0010750685701420278 -0.0046829627896659079
leaf_weight=26275 1115363 68609 6409 78627 983 2098 29 4992 493 6295 1700 65 81 34 155 25 480 905 805 2559 549 440 142 97 320 1864 26 22 4939 20
leaf_count=26275 1115363 68609 6409 78627 983 2098 29 4992 493 6295 1700 65 81 34 155 25 480 905 805 2559 549 440 142 97 320 1864 26 22 4939 20
internal_value=1.30509e-05 0.000151801 0.000359154 0.000535974 0.00170066 0.00385137 0.00113671 0.00107775 0.000351597 0.001247 0.0029592 0.00386012 -0.000219411 -0.0016194 -0.00178971 -0.00688344 -0.00806445 -0.00133568 0.000595585 0.00191612 -0.000778418 -0.00422998 0.00364379 0.0112364 -0.000187246 0.00354325 -0.00158779 0.0145876 -0.00172065 0.0171463
internal_weight=1.3254e+06 210038 134762 108487 14831 3081 11750 11721 93656 15029 4142 3649 75276 6667 6586 539 514 6047 10887 4592 1794 989 2798 239 5312 3564 5892 48 5844 85
internal_count=1325401 210038 134762 108487 14831 3081 11750 11721 93656 15029 4142 3649 75276 6667 6586 539 514 6047 10887 4592 1794 989 2798 239 5312 3564 5892 48 5844 85
cat_boundaries=0 1 2
cat_threshold=6288 804
is_linear=0
shrinkage=0.05


Tree=559
num_leaves=31
num_cat=0
split_feature=130 130 99 39 94 56 34 85 21 27 32 107 36 78 65 52 131 17 54 71 75 55 60 60 35 134 65 62 12 65
split_gain=1.91112 4.08357 4.46105 6.01153 5.53686 5.1196 4.7626 8.52152 6.0975 5.11341 4.37786 5.07566 7.96033 4.64802 4.30574 3.9149 3.83217 3.7983 5.57859 3.79015 3.69489 3.68012 3.41678 3.4134 3.92569 3.41321 4.23739 3.69657 3.47348 5.66373
threshold=333.50000000000006 309.50000000000006 -0.89098966121673573 15.84999990463257 0.83051133155822765 227.14442443847659 14.949999809265138 0.85632234811782848 5.6849999427795419 309.50000000000006 12.34999990463257 -0.76787260174751271 11.150000095367433 14.994999885559084 3.5349999666213994 0.34499999880790716 301.50000000000006 10.405000209808351 0.65500000119209301 210.04883575439456 0.88342979550361644 4.5050001144409189 0.2259640917181969 0.49125871062278753 12.550000190734865 1013.6499938964845 1.485000014305115 0.29566760361194616 3.0349999666213994 61.090000152587898
decision_type=2 2 2 2 2 2 2 2 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 22 4 6 -5 9 -8 -9 -4 11 20 -13 14 -12 -15 -1 18 -14 21 -11 -18 -3 24 -20 -17 27 -27 -28 -30
right_child=-2 2 3 5 -6 -7 7 8 -10 10 13 12 17 15 -16 25 19 -19 23 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=1.1435649291992305e-05 0.00074910965359105451 0.011778786381085714 0.001760264757438409 -0.0014934370952826787 -0.0085905009381935984 -0.010557829467589715 -0.0029123412164820672 0.020569894164994672 0.0057204971768655757 0.0015984832581105461 -0.0051698978184870452 -0.0050634380403356237 -0.0095222203979163523 0.0092783628264442083 0.0019621816645199125 -0.0014657677804069795 0.0045919526754537735 0.0022401761799967783 0.02084505817819653 0.0013144141496480284 -0.010078830919975638 0.029580147106848333 -0.0020547664673279636 0.0038483140202802851 0.0053753326044082726 -0.010564944046832947 -0.010371164837199695 0.0066447230312762038 0.0023550087125675584 -0.022778374559237383
leaf_weight=1298950 8745 45 2835 470 169 233 210 96 247 137 283 188 31 52 839 502 41 247 140 4311 134 23 5524 76 58 46 513 97 132 27
leaf_count=1298950 8745 45 2835 470 169 233 210 96 247 137 283 188 31 52 839 502 41 247 140 4311 134 23 5524 76 58 46 513 97 132 27
internal_value=1.2399e-05 7.50589e-06 -0.000863155 -8.84088e-05 0.00035071 -0.00449771 0.000570023 0.00502004 0.0098766 0.000181691 -0.00109622 0.00167872 0.00382265 -0.00222247 0.00016327 -0.00417776 1.64114e-05 0.00684907 0.0105815 0.00149373 -0.00417554 0.0135721 -0.00194299 0.012856 0.0163135 -0.00470906 -0.00670676 0.00110875 -0.00836988 -0.00191292
internal_weight=1.3254e+06 1.31666e+06 13331 7762 7059 703 6890 553 343 6337 3502 1011 740 2491 1122 1369 1.30332e+06 552 305 4375 271 64 5569 274 198 1317 815 143 672 159
internal_count=1325401 1316656 13331 7762 7059 703 6890 553 343 6337 3502 1011 740 2491 1122 1369 1303325 552 305 4375 271 64 5569 274 198 1317 815 143 672 159
is_linear=0
shrinkage=0.05


Tree=560
num_leaves=31
num_cat=3
split_feature=108 55 11 37 136 15 67 120 79 16 24 136 133 32 36 38 57 15 56 136 4 110 87 103 56 64 127 13 6 67
split_gain=2.10803 7.13804 7.13192 7.50941 4.64777 4.41251 4.64303 4.43214 4.28472 7.22261 8.21133 5.46163 5.21124 5.43916 4.50442 4.37787 5.01234 5.99533 4.14676 3.85993 3.77453 3.69739 3.6942 3.63332 3.59519 6.23607 5.99277 3.96408 3.54569 3.50527
threshold=-0.74287477135658253 1.8049999475479128 11.949999809265138 14.34999990463257 0 0.95499998331069957 3.745000004768372 -0.26722820103168482 1.6150000095367434 13.344999790191652 252.50000000000003 1 1016.2500000000001 18.349999427795414 15.449999809265138 16.44999980926514 227.91056060791018 1.3450000286102297 246.30451202392581 2 1.0500000119209292 -0.88625839352607716 0.67807650566101085 -0.51509359478950489 218.0091247558594 5.6749999523162851 -1.0000000180025095e-35 1.2549999952316286 1.6500000357627871 35.254999160766609
decision_type=2 2 2 2 1 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
left_child=1 4 3 5 -1 6 19 -7 9 10 -5 12 13 15 18 24 -17 -18 -13 23 -12 22 -2 -3 25 27 -27 -10 -15 -9
right_child=21 2 -4 8 -6 7 -8 29 11 -11 20 14 -14 28 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.004034928440294518 -0.0018151755656475857 -0.020760648570796278 0.00058662397148648597 0.00065195334268667346 0.00043702982525957034 0.000850526217528996 -0.018576999471451229 -0.0021806194671544592 -0.0038131641275766823 0.0018036582162424637 -0.027015825938068186 -0.0097672158441940351 -0.018222299929974334 -0.01157924418419644 0.0015603644133382621 0.01876806343152736 -0.009357895390313193 0.011442809759130425 -0.0012811780518269611 0.0012812726099268887 -0.010930208582431079 -2.1421801497931514e-06 0.0022629118413730453 -0.0056544359813695058 0.0045586882172316779 -0.019492844753229703 0.008182027680730378 0.012778497987892479 0.0010333034318060644 -0.0001468719900042843
leaf_weight=1253 673 47 7893 140 3133 1768 65 11484 72 377 51 206 28 87 889 107 51 108 478 193 128 1288506 3176 260 1165 71 27 72 155 2598
leaf_count=1253 673 47 7893 140 3133 1768 65 11484 72 377 51 206 28 87 889 107 51 108 478 193 128 1288506 3176 260 1165 71 27 72 155 2598
internal_value=-7.58235e-06 -0.000402777 -0.000691566 -0.00118067 0.00147508 -0.00166393 -0.00600586 -0.00150915 0.00070268 -0.00288164 -0.00841881 0.0014122 0.00317593 0.00350539 -0.000781608 0.00451886 0.0104013 0.00477089 -0.00383691 -0.00437161 -0.0155133 2.48011e-06 0.00154986 -0.00771578 0.00340675 -0.00213873 -0.0118681 0.00448267 -0.00350096 -0.00180541
internal_weight=1.32526e+06 32906 28520 20627 4386 16415 565 15850 4212 696 319 3516 1943 1915 1573 1673 266 159 684 500 179 1.29236e+06 3849 307 1407 242 98 144 242 14082
internal_count=1325261 32906 28520 20627 4386 16415 565 15850 4212 696 319 3516 1943 1915 1573 1673 266 159 684 500 179 1292355 3849 307 1407 242 98 144 242 14082
cat_boundaries=0 1 2 3
cat_threshold=775 8000 2644
is_linear=0
shrinkage=0.05


Tree=561
num_leaves=31
num_cat=1
split_feature=124 76 37 21 136 29 31 29 31 74 97 12 88 65 96 23 32 126 100 68 1 97 35 36 58 122 32 52 30 32
split_gain=2.05321 5.85835 14.8006 7.63829 8.72168 5.902 5.92503 7.83505 11.5924 8.76847 7.4105 7.23461 6.47828 6.14213 5.53668 5.1251 4.97899 7.58782 6.22996 5.41727 5.4114 5.22722 5.10241 5.08633 4.83053 5.11157 5.01134 5.0379 4.69596 4.60611
threshold=0.9170251488685609 15.605000019073488 11.750000000000002 8.2449998855590838 0 997.35000610351574 1008.6499938964845 1011.5499877929689 1014.9500122070314 0.79851123690605175 -0.93869915604591359 2.6350001096725468 0.65192922949790966 19.554999351501468 -0.15160068869590757 5.9049999713897714 11.650000095367433 0.98624804615974437 0.58802714943885814 337.21759033203131 8.5000000000000018 -0.50519698858261097 11.650000095367433 10.250000000000002 213.099235534668 -0.50751903653144825 7.7500000000000009 0.18500000238418582 1009.4500122070314 11.949999809265138
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 5 4 -4 -3 13 10 9 24 -8 15 16 -7 -10 -11 20 18 23 28 21 -12 -19 -18 -9 -26 -27 -28 -20 -29
right_child=1 2 3 -5 -6 6 7 8 14 11 12 -13 -14 -15 -16 -17 17 22 19 -21 -22 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=-3.161807494046122e-05 2.19568709615704e-05 -0.024545218020677568 -0.00044643458146832315 -0.00063657844660299726 0.0031125581095874052 0.011099318938039534 0.0075374370902947345 0.00029265137410874675 -0.0010873659060777394 0.0064542222744100458 -0.0081608142324343883 0.001967267911815659 0.015175894524854345 -0.00096817915500369716 0.003971266991672431 -0.0086323844020422952 0.014993755190567882 -0.0071151103270617692 0.0015280989047728088 0.0020115613073702098 -0.0067708162391706935 -0.039889723777771002 0.01470832814865736 -0.0096722650376966958 -0.0016959949413193863 -0.0052123322436900838 0.019076617687845583 0.0056232354878827011 -0.018276095938214915 0.013938129674077676
leaf_weight=1148480 147032 25 2097 2356 9694 231 131 413 9951 68 27 991 39 194 572 327 57 37 38 74 802 25 97 33 167 71 102 777 141 212
leaf_count=1148480 147032 25 2097 2356 9694 231 131 413 9951 68 27 991 39 194 572 327 57 37 38 74 802 25 97 33 167 71 102 777 141 212
internal_value=-7.20106e-06 0.000151427 0.000791323 0.00196253 0.00248186 -0.000270656 -0.000231697 -0.000395014 -1.79945e-05 0.00265447 -0.00382386 -0.000313377 -0.00491023 0.00559086 -0.000812393 -0.0060352 -0.00549878 -0.00140691 -0.00534853 -0.00936761 -0.00778429 -0.0234151 0.00868245 0.00594955 0.00501579 0.00648356 0.0076591 0.00849675 -0.0140719 0.0074056
internal_weight=1.32526e+06 176781 29749 14147 11791 15602 15577 15152 13651 3128 1501 1386 1370 425 10523 395 1331 477 343 253 854 52 134 90 1742 1329 1162 1091 179 989
internal_count=1325261 176781 29749 14147 11791 15602 15577 15152 13651 3128 1501 1386 1370 425 10523 395 1331 477 343 253 854 52 134 90 1742 1329 1162 1091 179 989
cat_boundaries=0 1
cat_threshold=4388
is_linear=0
shrinkage=0.05


Tree=562
num_leaves=31
num_cat=3
split_feature=108 7 37 53 66 136 15 97 28 3 28 65 35 136 52 35 134 70 24 136 40 31 106 52 55 52 128 25 32 13
split_gain=1.89133 6.54768 7.11276 6.00744 5.31453 5.13716 6.52552 6.33494 6.09508 4.95885 4.80256 4.76018 5.83257 4.6912 4.15521 4.24694 5.32545 6.65505 4.12597 4.02701 5.41823 4.15961 4.742 4.021 4.09669 3.97027 7.26919 4.0489 3.98806 3.9514
threshold=-0.74287477135658253 10.750000000000002 14.34999990463257 1.8550000190734866 28.73499965667725 0 1.7749999761581423 -0.92482143640518177 1012.9500122070314 142.50000000000003 1016.5499877929689 4.1150000095367441 15.449999809265138 1 19.685000419616703 14.050000190734865 1015.4500122070314 293.48585510253912 304.50000000000006 2 10.84999990463257 1007.7500000000001 -0.22017610818147657 10.72499990463257 8.5950002670288104 6.3750000000000009 122.50000000000001 164.50000000000003 9.7500000000000018 2.2150000333786015
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 19 9 6 7 10 -9 13 -4 12 -7 -5 15 16 25 -18 -16 20 -1 22 -21 24 -6 26 27 -15 -27 -8
right_child=-2 -3 5 4 23 11 29 8 -10 -11 -12 -13 -14 14 18 -17 17 -19 -20 21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.004050137176777417 2.6912472066022803e-06 0.0010059210549881227 -0.0054336506766719424 0.00082652691935743031 -0.0017128483163136388 0.0052493330297209116 0.011156564611816522 -0.0030689767853257326 0.0091195458212140687 -0.0011190944749556596 0.0063440228730253 -0.0016734116422070595 -0.0010654092552852127 -0.012740897408943495 -0.0011734303422558353 0.0010239825628343083 -0.0058958928848353576 -0.025449805131980353 -0.014724153263799462 0.0013177355103648437 0.015035076141357424 0.0029717108856873674 -0.011703638694144427 -0.00061553227388345857 0.0064590642769535543 0.00099092589028190541 0.0080141993803812921 -0.0029511605064439887 -0.0070750409508416254 0.0038220916126298688
leaf_weight=529 1292355 6760 453 702 236 710 283 159 289 7616 107 2227 754 116 1785 315 115 70 58 195 40 1802 109 3544 438 171 144 1180 1476 523
leaf_count=529 1292355 6760 453 702 236 710 283 159 289 7616 107 2227 754 116 1785 315 115 70 58 195 40 1802 109 3544 438 171 144 1180 1476 523
internal_value=-6.84e-06 -0.000381172 -0.000739802 -0.00116569 -0.00149484 0.000857081 0.00302698 0.000362052 0.00479371 -0.00197117 -0.00318327 -0.000216963 0.00199707 -0.00302946 -0.003523 -0.00452092 -0.00505474 -0.0132947 -0.00159988 0.00104492 -0.00266169 0.00204928 -0.00335111 5.77031e-05 0.00359768 -0.00456093 -0.00264324 -0.0038274 -0.00623759 0.00639735
internal_weight=1.32526e+06 32906 26146 20641 17966 5505 1814 1008 448 13748 560 3691 1464 6132 5430 3587 3272 185 1843 2675 569 2106 304 4218 674 3087 1440 1296 1647 806
internal_count=1325261 32906 26146 20641 17966 5505 1814 1008 448 13748 560 3691 1464 6132 5430 3587 3272 185 1843 2675 569 2106 304 4218 674 3087 1440 1296 1647 806
cat_boundaries=0 1 2 3
cat_threshold=4928 3136 2096
is_linear=0
shrinkage=0.05


Tree=563
num_leaves=31
num_cat=0
split_feature=37 111 11 12 105 23 108 22 36 69 2 84 29 2 31 31 60 103 29 67 32 8 96 84 76 15 119 42 25 29
split_gain=1.82188 4.75246 12.5791 7.20735 7.19409 7.64001 6.52523 7.64372 5.90316 5.39654 5.34734 5.12635 8.68556 8.64337 10.096 8.19024 16.3887 11.2276 8.50281 14.3568 8.17234 8.13112 8.04282 7.95256 7.22109 12.3336 8.03602 8.31333 6.61824 7.93164
threshold=12.550000190734865 0.17280842363834384 10.150000095367433 1.0049999952316286 -0.94037911295890797 5.305000066757203 -0.9354930818080901 5.6849999427795419 10.750000000000002 328.68882751464849 258.50000000000006 0.82210558652877819 1021.3500061035157 307.50000000000006 1001.8500061035157 1017.9500122070314 0.55840253829956066 -0.097995098680257783 1013.1499938964845 1.4750000238418581 8.8499999046325701 15.550000190734865 -0.88415977358818043 0.90050143003463756 25.664999961853031 2.3249999284744267 0.78257837891578685 11.550000190734865 307.50000000000006 1014.4500122070314
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 -1 5 10 -5 -8 -9 -10 -3 -6 13 -13 -15 18 17 -17 19 -16 -14 23 -21 -19 -20 28 27 -27 -26 -30
right_child=-2 4 -4 6 11 -7 7 8 9 -11 -12 12 20 14 15 16 -18 21 24 22 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.003620708437813213 3.504737810602831e-05 0.010027752102969786 0.00076373625113812602 -0.0032140641361083026 3.9923293335178112e-05 0.00061820309482952542 0.0021022875299701884 0.00025724774940732233 -0.0012798198960320905 0.015862664709920468 0.0027259222966923833 0.00014819981165275272 -0.0022386561147714184 -0.021580709049762309 -0.0063767027336790062 0.0031812284019593039 -1.150241568373472e-05 -0.0046378964600093803 -0.00067250346760634174 0.0011560907169214027 0.0010381182710465337 0.00065076483813383248 -0.0018195317550290262 -0.0001698470946478631 0.00016974269325016088 -0.00086403816626650558 0.0023330674688380477 -0.029195813985111625 0.00092318363258527827 0.007591986323135712
leaf_weight=2427 882211 329 13951 2624 260913 19661 2387 9036 23476 46 1054 28436 2167 59 1398 667 7469 7390 18562 3120 15607 1038 8344 1151 893 6240 2582 26 672 1325
leaf_count=2427 882211 329 13951 2624 260913 19661 2387 9036 23476 46 1054 28436 2167 59 1398 667 7469 7390 18562 3120 15607 1038 8344 1151 893 6240 2582 26 672 1325
internal_value=-6.49769e-06 -8.92232e-05 -0.000529019 -0.000979945 -2.82478e-05 0.000870877 -0.000809349 -0.00062878 -0.000829009 -0.0012463 0.00446294 -7.96559e-05 -0.000370845 -0.000571603 -0.000907502 -0.000887466 -0.00179272 -0.00309117 -0.000515921 -0.00159305 0.000638615 -0.00352793 -0.0010097 -0.00403577 -5.86923e-05 0.000911964 -1.43207e-05 -0.000981597 0.00374787 0.0053479
internal_weight=1.32526e+06 443050 53947 39996 389103 21044 37569 34945 32558 23522 1383 368059 107146 89372 60936 60877 17715 10246 43162 12862 17774 9579 11464 8541 30300 11738 8848 6266 2890 1997
internal_count=1325261 443050 53947 39996 389103 21044 37569 34945 32558 23522 1383 368059 107146 89372 60936 60877 17715 10246 43162 12862 17774 9579 11464 8541 30300 11738 8848 6266 2890 1997
is_linear=0
shrinkage=0.05


Tree=564
num_leaves=31
num_cat=1
split_feature=124 76 37 18 29 31 29 31 74 12 96 40 122 85 39 65 4 60 136 15 96 76 67 40 1 60 60 69 67 33
split_gain=1.8713 5.45058 13.8291 7.65459 5.1299 5.08666 6.8761 9.54402 8.26903 6.58599 5.88808 5.95589 5.40685 5.25187 5.52643 5.20369 5.202 6.20628 5.08016 7.5472 5.04552 4.89746 4.88119 4.70501 4.85266 4.98162 4.5816 5.14964 4.77875 4.58052
threshold=0.9170251488685609 14.534999847412111 11.750000000000002 11.775000095367433 997.35000610351574 1008.6499938964845 1011.5499877929689 1014.9500122070314 0.79851123690605175 2.6350001096725468 -0.90952321887016285 10.34999990463257 -0.41467745602130884 0.89197024703025829 7.6499998569488534 19.554999351501468 2.6499999761581425 0.29367391765117651 0 2.0149999856948857 -0.15160068869590757 20.654999732971195 10.875000000000002 6.1499998569488534 342.50000000000006 0.463046744465828 0.38080540299415594 324.76788330078131 10.565000057220461 12.250000000000002
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 4 18 -3 15 10 8 12 22 -7 23 -8 14 -14 21 17 -16 19 -4 -9 -6 -10 24 25 -12 27 28 -26 -27
right_child=1 2 3 -5 5 6 7 20 9 -11 11 -13 13 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 29 -28 -29 -30 -31
leaf_value=-2.9483059663507799e-05 1.3969075672299354e-05 -0.022907530784606934 0.006201908275595398 0.00042231303576485934 -0.0016953960635985893 0.0044368024328407651 -0.00024391691287156713 -0.00098674093705142197 0.001453491841884957 0.0016869541892029043 -0.010069521787976599 0.019893595459870995 -0.012795024238188159 -0.0012912723465777207 -0.026721821810034192 -0.0009566386799893476 0.0089281601040831771 0.0039432210396185066 0.0031470652473755086 -0.0023578032180010281 0.003770106752287828 0.014377180773897894 -0.0096879797181622564 -0.020129102004655439 0.0036592801837551018 -0.0043370658045877577 -0.0064410585131142555 0.0099936249893862045 -0.014828511153713668 0.014342958661608209
leaf_weight=1148480 144471 25 346 6176 65 199 444 10730 153 1018 499 24 33 205 22 196 1060 66 8203 1007 588 175 275 51 93 207 212 143 56 39
leaf_count=1148480 144471 25 346 6176 65 199 444 10730 153 1018 499 24 33 205 22 196 1060 66 8203 1007 588 175 275 51 93 207 212 143 56 39
internal_value=-6.17281e-06 0.000145265 0.000732343 0.00179422 -0.000275341 -0.00024116 -0.000385321 -5.1694e-05 0.00232493 -0.000501031 -0.00358227 -0.00478756 0.00455791 0.00609616 0.00737848 0.00508785 0.00795838 -0.00372304 0.00268087 -0.000167606 -0.00073961 0.0100242 -0.00570516 -0.00524321 -0.00463538 -0.00719878 -0.000846229 0.00321577 -0.00328915 -0.0013756
internal_weight=1.32526e+06 176781 32310 15732 16578 16553 16117 14594 3276 1446 1523 1324 1830 1386 1181 436 1148 88 9556 1353 11318 240 428 1300 1249 745 504 292 149 246
internal_count=1325261 176781 32310 15732 16578 16553 16117 14594 3276 1446 1523 1324 1830 1386 1181 436 1148 88 9556 1353 11318 240 428 1300 1249 745 504 292 149 246
cat_boundaries=0 1
cat_threshold=292
is_linear=0
shrinkage=0.05


Tree=565
num_leaves=31
num_cat=1
split_feature=70 64 77 95 62 2 62 52 115 64 79 125 89 89 14 22 85 32 99 28 12 81 12 32 7 1 136 32 35 7
split_gain=1.68088 3.82896 5.66045 5.53285 4.91553 4.61242 4.03224 3.22162 7.8568 7.65844 5.8665 5.53656 5.39218 5.64289 4.96938 4.95483 5.24588 4.58449 4.2906 3.93214 3.86688 3.86466 4.59178 5.63286 5.57562 5.45847 6.1509 5.95076 5.38296 5.3222
threshold=322.19624328613287 0.2650000005960465 14.465000152587892 0.71749222278594982 0.25352181494235998 257.50000000000006 0.3929553776979447 0.42499999701976782 -0.061046212911605828 3.5349999666213994 24.045000076293949 -0.62249094247817982 -0.98996901512145985 -0.96647194027900685 2.3249999284744267 6.7850000858306894 0.91440272331237804 11.150000095367433 -0.58595919609069813 1013.9500122070314 1.3450000286102297 262.17726135253912 2.8349999189376835 12.550000190734865 4.8500001430511483 297.50000000000006 0 13.449999809265138 5.9500000476837167 11.150000095367433
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 1 2 2 2
left_child=-1 2 3 4 -2 -4 -6 8 11 17 -11 14 19 -14 -3 16 -12 -10 -15 -13 -20 -9 24 28 -23 -25 27 29 -24 -27
right_child=1 7 5 -5 6 -7 -8 21 9 10 15 12 13 18 -16 -17 -18 -19 20 -21 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=7.6177331007881143e-06 0.010720241289171907 -0.012196511910121256 0.012976762761051456 -0.01754613312833387 -0.014111522512717379 -0.0020499590448641459 0.00017534590730505003 0.002458882746697779 -0.027128622497273786 0.020889382822246391 0.007023668713329068 0.0020529859942262588 -0.0094803463427289847 0.00052214287889652854 0.012196669288767645 -0.023991389900445942 -0.017679362846859569 -0.0070254293010860204 0.016203824485132062 0.020717540247467896 0.0045087026815204883 0.00010204929631352076 -0.011848051423698457 -0.0046210872436767024 -0.0016945553713488292 -0.033077885605729163 0.0011315165822056823 0.0001182609951744477 0.0019454313172761499 -0.0018567208688528764
leaf_weight=1297159 45 106 60 114 108 343 91 1097 53 29 83 46 93 823 26 25 29 61 77 73 861 7123 72 830 10968 39 1627 60 4015 21
leaf_count=1297159 45 106 60 114 108 343 91 1097 53 29 83 46 93 823 26 25 29 61 77 73 861 7123 72 830 10968 39 1627 60 4015 21
internal_value=-7.987e-07 -0.000377289 -0.00387709 -0.00845234 -0.00420359 0.00018727 -0.00757833 -0.000282967 0.00147536 -0.00639321 0.00045946 0.00252201 0.00318528 0.00252305 -0.00739179 -0.00386512 0.000627348 -0.0163717 0.00315696 0.0135027 0.00546875 -0.000445184 -0.000573875 0.000548125 -0.000987175 -0.00128255 0.000303583 -0.0101687 0.00170243 -0.0221505
internal_weight=1.32616e+06 28998 761 358 244 403 199 28237 2385 280 166 2105 1973 1854 132 137 112 114 1761 119 938 25852 24755 6664 18091 2577 1747 120 4087 60
internal_count=1326157 28998 761 358 244 403 199 28237 2385 280 166 2105 1973 1854 132 137 112 114 1761 119 938 25852 24755 6664 18091 2577 1747 120 4087 60
cat_boundaries=0 1
cat_threshold=515
is_linear=0
shrinkage=0.05


Tree=566
num_leaves=31
num_cat=1
split_feature=118 107 136 79 72 43 124 28 12 1 31 15 17 16 76 36 53 107 12 52 84 31 88 40 18 53 72 92 84 89
split_gain=1.58461 5.52104 7.79442 9.06468 9.5876 7.83021 7.2257 7.08322 10.9942 6.62714 8.53392 7.07141 6.78381 6.56662 7.52274 7.21818 7.39601 6.75697 6.08825 6.00976 5.90884 8.13046 6.90087 5.88712 6.4424 6.04586 5.91404 5.85644 6.41741 5.82541
threshold=0.53727915883064281 -0.75744834542274464 0 14.815000057220461 0.90900340676307689 5.7500000000000009 -0.87878364324569691 1012.3500061035157 0.80500000715255748 316.50000000000006 1019.2500000000001 0.6850000023841859 9.5450000762939471 13.344999790191652 9.8750000000000018 18.650000572204593 3.8149999380111699 -0.98189631104469288 3.7749999761581425 1.3650000095367434 0.87376326322555553 1014.0499877929689 -0.9562065303325652 11.550000190734865 8.0099999904632586 0.42499999701976782 0.7553890347480775 0.44231475889682775 0.84836822748184215 -0.9493274688720702
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 9 4 7 6 -5 8 -4 -2 -11 12 -12 14 17 -16 -17 -9 27 -10 22 -22 -7 24 25 -13 -25 28 -8 -19
right_child=1 -3 3 5 -6 20 18 13 19 10 11 23 -14 -15 15 16 -18 29 -20 -21 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=3.9052992510128281e-05 -0.00026485387851453516 2.9307695192506259e-05 0.021301797739579343 -0.0057508262278747153 0.002381862075639079 0.0033177437993478689 0.0014558337481139737 -0.0050484111193505096 -0.002095976789260465 0.0018700901306534592 0.032023030336131346 -0.015798288252382265 -5.1791209946660438e-05 0.00036733466549093041 -0.00015109772904215799 0.00089514218270778665 0.034212766948246189 -0.0033811462274451485 0.0013970326461292544 0.0010152450512263948 -0.0081525629521228184 0.0061604104889441506 -0.01085244426310464 -0.0038736211485229433 -1.1686751024459036e-05 -0.0031121321592530605 -0.035026610940694806 -0.0025363284607230374 -0.0012729018546129012 -0.0010423201300006344
leaf_weight=866444 27444 336071 64 860 3162 102 2647 1382 1845 10010 32 117 34 9874 10887 36 31 3190 2236 9779 195 202 545 39 3800 476 25 6947 11584 16097
leaf_count=866444 27444 336071 64 860 3162 102 2647 1382 1845 10010 32 117 34 9874 10887 36 31 3190 2236 9779 195 202 545 39 3800 476 25 6947 11584 16097
internal_value=-7.58338e-07 -7.57927e-05 -0.000361466 -0.000646041 -0.000293012 -0.00143199 -0.00124963 -0.000452041 0.000635209 0.000192274 0.00105564 -0.000746837 0.0154996 -0.000758274 -0.00110974 -5.0409e-05 0.0163108 -0.00167115 -0.0010843 0.000521422 -0.00567195 -0.000869891 -0.0086185 -0.000987418 -0.000768082 -0.00561513 -0.0160428 -0.00134628 -0.000765351 -0.00142915
internal_weight=1.32616e+06 459713 123642 81665 56347 25318 24274 53185 11688 41977 14533 4523 66 41497 31623 10954 67 20669 23414 11624 1044 397 647 4457 4393 593 64 21178 14231 19287
internal_count=1326157 459713 123642 81665 56347 25318 24274 53185 11688 41977 14533 4523 66 41497 31623 10954 67 20669 23414 11624 1044 397 647 4457 4393 593 64 21178 14231 19287
cat_boundaries=0 1
cat_threshold=5298
is_linear=0
shrinkage=0.05


Tree=567
num_leaves=31
num_cat=0
split_feature=12 64 76 30 90 103 79 134 109 77 34 36 31 35 40 31 36 15 31 35 29 111 67 62 118 65 68 81 69 35
split_gain=1.58179 6.57646 8.0253 9.21968 10.8717 10.2401 8.37747 7.46804 8.04969 8.20415 12.5532 7.11421 6.61924 7.93125 13.6856 9.45176 9.2672 8.8555 8.27647 16.1365 8.76276 8.96679 7.88357 7.65304 9.55322 7.46254 8.35687 7.47304 8.09786 7.34453
threshold=1.9550000429153445 6.5150001049041757 1.2450000047683718 1018.6499938964845 -0.66770201921463002 0.23007293045520785 1.8049999475479128 1015.6499938964845 -0.75083780288696278 2.3349999189376835 14.550000190734865 10.34999990463257 1019.8500061035157 10.150000095367433 8.3499999046325701 1015.9500122070314 14.949999809265138 2.2150000333786015 1012.0499877929689 14.750000000000002 1012.5499877929689 0.66576150059700023 13.744999885559084 0.84240025281906139 -0.98624804615974415 14.164999961853029 273.20637512207037 253.46157073974612 289.27070617675787 14.84999990463257
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 -1 3 4 5 -3 -7 12 -9 10 -10 -11 13 14 16 18 -4 -17 23 20 -20 25 -21 29 -25 27 -27 28 -22 -15
right_child=-2 2 7 -5 -6 6 -8 8 9 11 -12 -13 -14 15 -16 17 -18 -19 19 22 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=1.0558329267303401e-05 6.3760229659683292e-05 -0.0037141987345662092 0.0011064634238586706 0.0004843420808409674 0.0050532345781355249 -0.018029908653942026 -0.0011709769142474583 -0.015467681766313036 0.00033928995525712324 -0.018973117895158275 -0.022247021769090922 0.0037206974072744592 0.00027343587524416142 -0.0007013244107892864 0.021852544198826523 -0.0019203263272653576 -0.019165706203172081 0.00078718998268975681 0.0019048173926708033 0.00077429116012743245 -0.0073947610915292856 0.0011224490380378612 0.0037239734932731638 0.037939285096668066 0.0034074927775470778 0.0057823065272653044 -0.0050315815236136952 -0.00073816045309133178 0.0035180215153213542 -0.0031650985004816356
leaf_weight=668394 553874 465 5143 767 166 341 94 64 278 35 79 2596 24826 8304 79 22720 57 3483 2587 7737 842 3204 3203 21 433 193 2404 8797 213 4758
leaf_count=668394 553874 465 5143 767 166 341 94 64 278 35 79 2596 24826 8304 79 22720 57 3483 2587 7737 842 3204 3203 21 433 193 2404 8797 213 4758
internal_value=-7.20421e-07 -4.69653e-05 -0.000417057 -0.00369615 -0.00670407 -0.00887264 -0.0143868 -0.000358162 0.0020779 0.00245371 -0.0046588 0.0034188 -0.000433259 -0.000669776 0.00119804 -0.000812887 0.000884249 -0.00156043 -0.00035411 0.000119674 -0.000790926 -0.00123646 0.0016379 -0.00137697 0.00500478 -0.00184357 -0.00422793 -0.00121505 -0.00519152 -0.00159879
internal_weight=1.32616e+06 772283 103889 1833 1066 900 435 102056 3052 2988 357 2631 99004 74178 5279 68899 5200 26203 42696 29180 18240 15653 10940 13516 454 12449 2597 9852 1055 13062
internal_count=1326157 772283 103889 1833 1066 900 435 102056 3052 2988 357 2631 99004 74178 5279 68899 5200 26203 42696 29180 18240 15653 10940 13516 454 12449 2597 9852 1055 13062
is_linear=0
shrinkage=0.05


Tree=568
num_leaves=31
num_cat=3
split_feature=1 3 73 3 61 136 115 4 94 64 65 21 0 76 65 12 136 38 24 111 79 120 136 92 13 22 52 81 52 3
split_gain=1.53615 4.91943 10.328 7.37506 5.07214 7.07564 7.36513 4.65242 4.52578 5.51107 5.00254 4.80303 4.48317 8.75807 5.73173 9.82707 7.44111 10.5947 10.1309 10.0761 7.23748 8.72282 7.06627 10.5646 10.884 10.2502 9.07339 8.79432 9.79908 6.89217
threshold=277.50000000000006 296.50000000000006 0.55730533599853527 325.50000000000006 0.39079409837722784 0 -0.89490029215812672 2.9500000476837163 -0.65802294015884388 13.244999885559084 0.51499998569488536 5.5050001144409189 245.50000000000003 3.1149998903274541 4.6949999332427987 1.6649999618530276 1 18.250000000000004 249.50000000000003 0.44359053671360021 7.7650001049041757 0.41467745602130895 2 0.11381950974464418 0.80500000715255748 5.5250000953674325 0.46500000357627874 267.48240661621099 3.0249999761581425 126.50000000000001
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 12 -3 4 5 6 -4 -6 9 10 -5 -12 14 -14 22 16 -16 18 -18 29 -17 -22 23 24 25 -1 -26 28 -24 -20
right_child=-2 2 3 8 7 -7 -8 -9 -10 -11 11 -13 13 -15 15 20 17 -19 19 -21 21 -23 27 -25 26 -27 -28 -29 -30 -31
leaf_value=0.022688340688420759 -5.2484227874604488e-05 -5.0432878748424112e-05 0.011943338195863181 0.021438805519470149 0.00046375758860708833 0.0012659691958979841 0.0039583032504052216 0.0021062824947043219 7.7429040874719686e-05 -0.0036780587719335528 -0.0062739306900477564 0.0028573408620132376 -1.3352759291723246e-06 0.00097385029400884034 0.00012315385966581087 0.00053601347431852641 0.0013743630028856513 -0.0068528982930102164 -0.0016160491492386163 -0.0007733981473278704 -9.6371685213712786e-05 -0.001366745594544063 8.9950357492668263e-09 -5.2436620136623907e-05 0.0086540910103650049 0.0051163978908436939 0.0012842119341002912 -0.00079450816140478697 0.0015527571690022077 -0.0043845294118090529
leaf_weight=110 688351 64202 375 35 8744 1922 1256 8504 21462 386 151 3111 83575 31778 9465 31473 3039 899 4558 12140 66798 16939 185944 18291 431 338 13460 33236 10748 4436
leaf_count=110 688351 64202 375 35 8744 1922 1256 8504 21462 386 151 3111 83575 31778 9465 31473 3039 899 4558 12140 66798 16939 185944 18291 431 338 13460 33236 10748 4436
internal_value=-6.844e-07 5.52205e-05 0.000359149 0.000931471 0.00162796 0.00334822 0.00575892 0.00127359 0.000355309 0.0019746 0.00263639 0.00243465 -8.22417e-06 0.000267314 -8.5313e-05 -0.000332165 -0.00107195 -0.00152256 -0.00132495 -0.00171311 -0.000110397 -0.000353353 5.54764e-05 0.000743914 0.00176027 0.00943094 0.00151288 -4.2253e-05 8.48571e-05 -0.00298151
internal_weight=1.32616e+06 637806 110148 45946 20801 3553 1631 17248 25145 3683 3297 3262 527658 115353 412305 149747 34537 25072 24173 21134 115210 83737 262558 32630 14339 448 13891 229928 196692 8994
internal_count=1326157 637806 110148 45946 20801 3553 1631 17248 25145 3683 3297 3262 527658 115353 412305 149747 34537 25072 24173 21134 115210 83737 262558 32630 14339 448 13891 229928 196692 8994
cat_boundaries=0 1 2 3
cat_threshold=5954 6244 513
is_linear=0
shrinkage=0.05


Tree=569
num_leaves=31
num_cat=1
split_feature=28 93 54 136 92 78 32 56 78 39 98 23 33 13 36 86 67 73 52 65 111 84 33 96 0 58 56 31 85 28
split_gain=1.51839 4.45569 3.41976 2.66063 3.67573 3.24044 3.12815 6.60772 4.25831 3.30066 4.01134 2.94113 2.88438 5.10729 2.62331 2.57022 2.31584 2.49227 3.56653 2.09622 2.06703 1.9734 2.00071 2.13805 1.99668 2.11468 1.81659 1.78448 2.47375 2.06999
threshold=1027.1499633789065 0.16268131881952289 1.1649999618530276 0 -0.38649469614028925 26.704999923706058 8.9499998092651385 316.15605163574224 8.0950002670288104 10.550000190734865 -0.56048354506492604 7.8849999904632577 8.6500000953674334 3.8950001001358037 9.8499999046325701 0.68966263532638561 31.675000190734867 0.87627899646759044 1.8149999976158144 2.0249999761581425 0.32988241314888006 0.86750096082687389 13.34999990463257 -0.40779410302639002 4.5000000000000009 287.47611999511724 317.13842773437506 1026.850036621094 0.79343706369400036 1029.049987792969
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 27 4 -3 20 7 -6 26 10 11 -9 13 -7 -10 -4 17 -17 -19 -16 -5 24 23 -23 -21 -26 -8 28 -2 -29
right_child=1 3 15 5 6 12 8 9 14 -11 -12 -13 -14 -15 19 16 -18 18 -20 21 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-7.3775871827561639e-06 0.017904344152497208 0.013896152525613048 -0.0017557340677496276 -0.0023714391901599303 6.4742859892465593e-06 -0.027215677071123934 -4.8419483646712481e-05 -0.036681777404414286 0.013716165818502461 -9.8005391395928574e-05 -0.0074627252636341058 -0.013343958446273098 -0.0011801566394666831 0.00049126199607191418 0.011785278964582514 0.0021450954615273004 0.0051645121884383903 -0.021329649613471703 -0.0012010664096594138 -0.001166182075073488 -7.7270427650520326e-05 0.00099595354777632338 -0.014092231536499009 -0.01376444258583853 0.0074257284507463764 0.0027677282996972277 0.006321713706736615 0.00055901505235400237 0.0033822749029187599 0.010562881491618393
leaf_weight=1305512 69 53 492 1118 891 39 4176 27 53 57 82 27 75 29 59 1722 521 24 265 254 8061 435 26 26 296 1378 115 143 51 81
leaf_count=1305512 69 53 492 1118 891 39 4176 27 53 57 82 27 75 29 59 1722 521 24 265 254 8061 435 26 26 296 1378 115 143 51 81
internal_value=-6.49656e-07 0.000424799 0.00208847 0.000100481 0.000771604 -0.000472548 0.000684552 -0.00181038 0.00108122 -0.0101981 -0.0144312 -0.0250129 -0.00794179 -0.0153995 0.00270953 0.00155111 0.00219367 0.001424 -0.00287264 0.00247374 -0.0003567 0.00224625 -0.000597605 0.00016348 0.00296459 0.00359137 0.000122302 0.00681229 0.0117325 0.00417648
internal_weight=1.32616e+06 20645 3368 17277 7955 9322 7902 1084 6818 193 136 54 143 68 2527 3024 2532 2011 289 2474 9179 2415 487 461 1928 1674 4291 344 120 224
internal_count=1326157 20645 3368 17277 7955 9322 7902 1084 6818 193 136 54 143 68 2527 3024 2532 2011 289 2474 9179 2415 487 461 1928 1674 4291 344 120 224
cat_boundaries=0 1
cat_threshold=791
is_linear=0
shrinkage=0.05


Tree=570
num_leaves=31
num_cat=2
split_feature=103 82 83 53 42 136 40 32 22 39 79 38 124 54 63 31 67 122 83 83 99 33 3 136 34 72 105 43 15 37
split_gain=1.77997 7.03248 8.5906 8.07361 7.36552 8.06331 7.44803 6.59114 6.41499 8.20208 6.28748 6.5651 9.59232 10.2128 8.55216 8.06477 7.24975 6.90026 6.75354 6.6622 6.76587 6.55499 7.26818 6.79965 8.48607 6.81402 6.70642 6.20958 6.0576 6.35326
threshold=-0.097995098680257783 1.0000000180025095e-35 293.26567077636724 1.0349999666213991 1.0000000180025095e-35 0 1.4499999880790713 10.449999809265138 8.6649999618530291 13.050000190734865 31.625000000000004 15.84999990463257 0.6755644977092744 1.2050000429153445 0.20367266982793811 1019.4500122070314 3.685000061988831 -0.97233289480209339 275.68020629882818 245.41847991943362 1.0000000180025095e-35 16.150000572204593 218.50000000000003 1 14.449999809265138 0.35229548811912542 -0.62392777204513539 8.0500001907348651 1.3650000095367434 20.349999427795414
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 1 2 2 2 2 2 2
left_child=1 2 27 -4 5 7 -6 8 9 -3 11 -7 14 16 17 28 18 -13 -14 20 -16 23 -23 24 -21 -25 -24 -1 29 -15
right_child=-2 4 3 -5 6 10 -8 -9 -10 -11 -12 12 13 15 19 -17 -18 -19 -20 21 -22 22 26 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018478575295420578 1.613123797099544e-05 0.010360992457441659 -0.01572055956304216 -0.0041347506247572047 0.011980637736073184 -0.00053740725778659508 0.00046442362530467257 -0.001662076798765563 -0.0023861750277350642 -0.014468830283982931 0.0016204022762985001 0.011852840900532582 0.0027020242237735408 0.0029640875336950996 0.003629513441973941 -0.009316667132883422 -0.006219514065356006 0.0020227894537997461 0.01351683488950934 0.016386510560261018 -0.0076996736666428509 -0.0037436914463563559 0.00010445256622477865 0.0054377719951892159 0.002475679816211013 -0.00086917241314858791 -0.0060885985166747184 -0.0064131736516185511 -0.00010886678710946285 0.015523355727394423
leaf_weight=812 1191583 329 209 536 141 58761 32902 13927 263 37 4678 234 224 2456 1446 168 81 753 406 133 145 2910 4122 477 624 4191 489 316 2176 105
leaf_count=812 1191583 329 209 536 141 58761 32902 13927 263 37 4678 234 224 2456 1446 168 81 753 406 133 145 2910 4122 477 624 4191 489 316 2176 105
internal_value=-3.30164e-06 -0.000176041 -0.00321833 -0.007385 -0.000132931 -0.000348417 0.000513565 -0.00143498 0.00357052 0.00785087 -0.000161231 -0.000265562 0.000490064 0.00226086 -0.000150542 0.00144906 0.00786119 0.00435332 0.00967157 -0.000456335 0.002597 -0.000831575 -0.00178712 0.000493151 0.00485558 -0.000224216 -0.000552325 -0.000466403 0.00183088 0.00347901
internal_weight=1.32563e+06 134051 1873 745 132178 99135 33043 14556 629 366 84579 79901 21140 5616 15524 4905 711 987 630 14537 1591 12946 7521 5425 757 4668 4611 1128 4737 2561
internal_count=1325634 134051 1873 745 132178 99135 33043 14556 629 366 84579 79901 21140 5616 15524 4905 711 987 630 14537 1591 12946 7521 5425 757 4668 4611 1128 4737 2561
cat_boundaries=0 1 2
cat_threshold=4144 1
is_linear=0
shrinkage=0.05


Tree=571
num_leaves=31
num_cat=0
split_feature=1 73 56 57 2 12 25 40 12 121 67 75 79 5 94 53 105 132 39 135 63 61 23 5 102 53 66 115 72 16
split_gain=1.82957 4.19264 4.91187 6.57061 8.19535 5.619 7.31366 5.31805 4.91505 4.75923 5.79173 4.35782 4.76701 5.60272 4.49011 4.67496 4.5188 4.69169 4.87206 5.51467 4.38075 5.10231 4.97062 4.41895 4.84507 4.08366 4.37568 4.80386 4.71 4.22982
threshold=277.50000000000006 0.84270173311233532 281.61282348632818 274.99003601074224 188.50000000000003 1.5049999952316286 336.50000000000006 5.8500001430511483 1.0549999475479128 0.41467745602130895 4.0850000381469735 0.71804985404014599 11.015000343322756 5.6499998569488534 0.41076906025409704 19.875000000000004 -0.93851587176322926 1011.0499877929689 15.750000000000002 1016.8500061035157 0.17244791984558108 0.33905710279941564 5.9449999332427987 3.9500000476837163 0.49669386446475988 0.14500000327825549 1.435000002384186 -0.59480014443397511 0.73578548431396495 6.0650000572204599
decision_type=2 2 2 2 2 2 2 2 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 5 9 6 -4 -7 -8 25 -11 -3 14 20 16 -16 17 -13 -19 -20 21 -14 23 24 -22 -5 27 29 -28 -27
right_child=-2 11 3 4 -6 7 8 -9 -10 10 -12 12 13 -15 15 -17 -18 18 19 -21 22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=6.327926476115098e-05 -5.9671313940095862e-05 0.0016776296552320404 -0.00040624573890442849 -0.0094915722669208901 0.00039747175560989138 0.0015949043083600672 0.00035042450551620941 -0.0032231871707208808 -0.020699489136536919 0.0004023793514369824 -0.0024832503277387522 0.0006708613503784188 -0.023985329309889919 0.00075198719344241743 0.0030500435269284996 0.0007265896216474485 -0.00033825836935279854 0.004330650287395133 0.0085330650125714867 -0.023784810552994411 0.0018345981389136304 0.00023347253233871676 -0.00060752492092176573 -0.0034239191935083132 0.012242679512568411 -0.018271178599180923 -0.0016598351323474439 0.0094547408803676569 -0.00023597848299779521 0.0016069786186442587
leaf_weight=489678 688165 6101 6407 131 13114 8716 44 613 75 2158 8953 14924 43 12660 3621 5384 12398 1320 22 33 252 44 24630 151 201 28 9200 210 15753 605
leaf_count=489678 688165 6101 6407 131 13114 8716 44 613 75 2158 8953 14924 43 12660 3621 5384 12398 1320 22 33 252 44 24630 151 201 28 9200 210 15753 605
internal_value=-3.13656e-06 5.78942e-05 8.70114e-06 -0.000396191 -0.000676681 0.000491045 -0.000634364 0.00127831 -0.0129163 -0.001057 -0.0019228 0.000392139 0.000288512 -0.000106848 0.000686798 0.00166087 0.000381137 0.000928353 0.00372312 -0.0108577 -0.000536249 -0.0117367 -0.000497632 0.00398359 0.00645275 -0.000685969 -0.000641252 0.00290169 -0.000760945 0.000727692
internal_weight=1.32563e+06 637469 555685 66007 50152 15855 6526 9329 119 37038 11111 81784 75683 37981 37702 9005 28697 16299 1375 55 25321 87 25234 604 453 25927 25796 843 24953 633
internal_count=1325634 637469 555685 66007 50152 15855 6526 9329 119 37038 11111 81784 75683 37981 37702 9005 28697 16299 1375 55 25321 87 25234 604 453 25927 25796 843 24953 633
is_linear=0
shrinkage=0.05


Tree=572
num_leaves=31
num_cat=2
split_feature=1 2 109 30 4 92 98 8 103 66 39 12 110 42 136 95 83 74 9 18 37 36 1 115 80 101 63 87 54 136
split_gain=1.65118 3.88399 5.32598 4.23088 4.60721 6.85977 6.57221 4.14339 5.22489 6.39622 6.6105 7.04519 11.4428 7.13697 6.91555 8.52588 7.71555 7.39545 7.24942 7.02893 10.2874 8.9957 8.05331 7.12867 6.97837 6.28109 5.93968 5.67394 5.63574 15.1512
threshold=277.50000000000006 234.50000000000003 0.76435118913650524 1023.4500122070314 6.1499998569488534 -0.61181876063346852 -0.83145645260810841 11.449999809265138 0.4360585361719132 0.15500000119209292 14.84999990463257 1.1349999904632571 0.59832313656806957 13.650000095367433 0 -0.86978393793106068 321.59445190429693 0.79122439026832592 6.3500001430511483 13.344999790191652 17.150000572204593 14.949999809265138 308.50000000000006 -0.061046212911605828 319.86909484863287 0.22233168035745624 0.34670424461364752 0.58425998687744152 1.2050000429153445 1
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 1
left_child=-1 2 3 4 -2 6 -6 8 9 26 11 12 -11 -13 15 17 28 19 27 20 21 22 -12 25 -21 -23 -3 -17 29 -16
right_child=1 7 -4 -5 5 -7 -8 -9 -10 10 14 13 -14 -15 16 18 -18 -19 -20 24 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.499952213472358e-05 0.00081675453482707981 -0.006634544861777599 -8.9845570846502519e-05 -0.00071421969729218568 0.011980671792601545 0.001886294017823716 -4.4776856001200423e-05 0.00014360830664062192 -5.9056674722346752e-05 -0.00089340061424760756 0.028917449624055909 -0.00045658398167597596 -0.0043277897190594078 0.014213851622182383 0.00031544350054696341 -0.015344346904825407 -0.0034188076217964145 0.031651299946511599 -0.0021599973487017141 -0.0013799792574454993 -0.0011057043656033342 0.019456046704951789 -0.0048972862174546505 0.036042328728124122 0.012382944454522888 0.0058821975394446205 -0.0014590225563910972 0.0043742231745912017 -0.00019774869280264758 0.0066037614557389853
leaf_weight=637469 17729 724 31759 3543 351 3165 168 143766 349762 10668 21 70597 3139 83 5860 38 1670 26 1298 541 214 194 109 39 111 152 2366 913 38023 1136
leaf_count=637469 17729 724 31759 3543 351 3165 168 143766 349762 10668 21 70597 3139 83 5860 38 1670 26 1298 541 214 194 109 39 111 152 2366 913 38023 1136
internal_value=-2.97973e-06 -5.66877e-05 0.000339666 0.000886263 0.00115108 0.00275999 0.00808804 -9.22871e-05 -0.000161828 -0.000422448 -0.000370902 -0.000641157 -0.0016742 -0.000439356 8.26297e-05 0.00217371 -8.15616e-05 0.00523236 0.000269855 0.00473497 0.00810845 0.0119372 0.000565094 0.0157772 0.000963095 0.013493 -0.00267167 0.00358631 4.2217e-05 0.00134642
internal_weight=1.32563e+06 688165 56715 24956 21413 3684 519 631450 487684 137922 134832 84487 13807 70680 50345 3656 46689 1407 2249 1381 729 515 130 385 652 346 3090 951 45019 6996
internal_count=1325634 688165 56715 24956 21413 3684 519 631450 487684 137922 134832 84487 13807 70680 50345 3656 46689 1407 2249 1381 729 515 130 385 652 346 3090 951 45019 6996
cat_boundaries=0 1 2
cat_threshold=256 7217
is_linear=0
shrinkage=0.05


Tree=573
num_leaves=31
num_cat=1
split_feature=69 81 69 35 12 35 34 91 35 43 136 88 20 67 0 91 8 73 14 42 106 80 122 5 112 13 22 15 37 53
split_gain=1.64996 4.90245 4.25439 3.57198 3.32956 3.22861 3.87275 4.14966 3.49604 3.88892 3.73093 3.63931 3.61231 3.22806 3.21623 4.91941 7.21655 4.9162 4.23161 4.12374 5.38921 4.06687 5.23039 5.77602 3.98168 3.8249 4.89984 4.5598 5.28103 4.72231
threshold=322.17669677734381 294.52925109863287 322.98785400390631 16.44999980926514 4.2850000858306894 15.750000000000002 12.250000000000002 -0.9980429708957671 7.2500000000000009 8.5500001907348651 0 -0.61691376566886891 6.3550000190734872 58.539999008178718 331.50000000000006 -0.9883667230606078 5.5499999523162851 0.32429338991642004 2.3750000000000004 9.3499999046325701 -0.81777331233024586 351.76876831054693 -0.18222858756780622 15.750000000000002 -0.23343648016452787 2.8149999380111699 6.1849999427795419 3.0749999284744267 11.050000190734865 0.90500000119209301
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 3 5 -2 14 6 7 -3 -9 10 11 -10 -13 -8 19 16 -16 -17 -18 -4 -21 25 23 24 -23 -19 -27 29 -29 -28
right_child=1 2 4 -5 -6 -7 13 8 9 -11 -12 12 -14 -15 15 17 18 21 -20 20 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=5.538977890589495e-06 0.0033180977032682395 0.01946815496683121 -0.00064291271119660458 -0.0083035249309614308 0.0026505332937036413 0.0031048182845869222 -0.0053040958018570495 -0.012463285034755245 0.00030556993371849082 -0.014905677587640557 0.0038375967525419268 -0.017029996545449511 -0.0019065609613303528 0.0049244980986525378 -0.009136195327776174 -0.0090549202478238545 0.012137261828399819 -0.00014215184769576433 0.0022024226072542849 0.0084060666215134 -0.0059130675453131125 -0.021913836858319966 8.2285178804820806e-05 0.0075586258365850272 -0.0075988027727125103 -0.0047646000421294058 0.014851646298983954 -0.0033062836873777816 0.0040945682730302736 0.0044900953267903885
leaf_weight=1296465 1192 25 16007 70 914 241 1300 64 342 44 404 73 86 82 75 144 238 4192 195 73 658 66 487 48 184 206 134 396 616 613
leaf_count=1296465 1192 25 16007 70 914 241 1300 64 342 44 404 73 86 82 75 144 238 4192 195 73 658 66 487 48 184 206 134 396 616 613
internal_value=-2.82813e-06 -0.000374718 -0.000512563 0.00267348 -0.000312135 -0.00241411 -0.00296372 -0.000655761 -0.0011524 -0.000389604 0.00031615 -0.00254922 -0.00885003 -0.00469719 -0.000423424 0.000430013 0.00518293 8.92735e-05 0.00766314 -0.000810626 -0.00448311 0.000278954 -0.00311033 -0.00832778 -0.011378 0.000711078 0.0025313 0.00338574 0.00119858 0.00634879
internal_weight=1.32563e+06 29169 27907 1262 25246 2661 2420 1038 1013 949 905 501 159 1382 24332 7594 508 7086 433 16738 731 6942 785 298 250 6157 1965 1759 1012 747
internal_count=1325634 29169 27907 1262 25246 2661 2420 1038 1013 949 905 501 159 1382 24332 7594 508 7086 433 16738 731 6942 785 298 250 6157 1965 1759 1012 747
cat_boundaries=0 1
cat_threshold=388
is_linear=0
shrinkage=0.05


Tree=574
num_leaves=31
num_cat=1
split_feature=116 56 16 92 81 112 93 94 80 31 16 67 105 62 73 19 87 67 20 28 59 81 35 112 27 86 97 75 27 136
split_gain=1.6232 9.91052 7.34995 16.8905 6.92266 6.58361 6.32832 6.26532 5.23639 11.6235 7.6953 5.96381 5.94742 6.09359 5.84626 8.2481 8.92138 10.9162 12.6421 9.46565 8.01171 7.52443 7.95848 5.71537 6.01837 5.63863 5.44413 5.38495 6.2485 6.70106
threshold=0.04361772537231446 279.40560913085943 17.029999732971195 0.061247037723660476 278.22416687011724 -0.47714059054851526 -0.25795076787471766 -0.26075929403305048 281.53205871582037 1016.0499877929689 17.029999732971195 7.0350000858306894 -0.53262481093406666 0.25728990137577062 0.69721710681915294 18.219999313354496 0.78639462590217601 12.654999732971193 7.4349999427795419 1011.3500061035157 271.42504882812506 302.20091247558599 13.150000095367433 -0.90255093574523915 340.50000000000006 0.8711829185485841 -0.99406304955482472 0.71384525299072277 315.50000000000006 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 8 -2 4 -4 -6 -3 -5 -1 11 27 12 -10 -14 15 16 -13 20 19 -19 25 -21 -23 -12 -25 -18 -27 28 -11 -30
right_child=2 6 3 7 5 -7 -8 -9 9 10 23 14 13 -15 -16 -17 17 18 -20 21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=4.4186967109840155e-05 4.9176769891923745e-06 0.00043578597343232184 0.0017485688376177326 0.0045004605415031413 0.0072940778333008818 -0.0026999975172499117 -0.0018916543471738129 0.00027297977471067388 -2.8938848655622732e-05 -0.0011215284183526534 0.00021777876326498709 -0.001531056124638218 -0.012776042758279546 -0.0022320143357631075 0.00017513453900507958 0.020742088597840991 0.0051613796458028311 -0.0017827914824010806 0.0016745730153593056 0.01118121382152272 -0.0080220151267459874 0.0074439212058981259 0.036676027808033938 -0.0047400459026973206 0.021518693830479274 0.018819953069905752 -0.0058379642800297418 0.00021314664264333039 -0.0083324251087704814 -0.0012424980255923055
leaf_weight=329302 878681 3878 1657 900 1578 184 11830 33473 28874 14972 830 863 157 1077 3845 65 1183 48 198 86 161 30 104 2679 22 25 214 7367 640 711
leaf_count=329302 878681 3878 1657 900 1578 184 11830 33473 28874 14972 830 863 157 1077 3845 65 1183 48 198 86 161 30 104 2679 22 25 214 7367 640 711
internal_value=-2.68528e-06 -8.54902e-05 3.42831e-05 0.000717043 0.00406863 0.00625043 -0.00131705 0.000383669 -3.63219e-05 -0.000449593 -0.00123352 0.000128236 -0.000174216 -0.00357352 0.00146307 0.00312653 0.00273332 0.0045294 0.0112558 0.0183345 0.0025493 0.0227237 0.0301315 -0.00341105 -0.00452617 0.00374619 -0.00325868 -0.000908957 -0.00141539 -0.00467203
internal_weight=1.32563e+06 409161 916473 37792 3419 1762 15708 34373 393453 64151 27221 36930 30108 1234 6822 2977 2912 2049 466 268 1583 220 134 3531 2701 1422 239 23690 16323 1351
internal_count=1325634 409161 916473 37792 3419 1762 15708 34373 393453 64151 27221 36930 30108 1234 6822 2977 2912 2049 466 268 1583 220 134 3531 2701 1422 239 23690 16323 1351
cat_boundaries=0 1
cat_threshold=928
is_linear=0
shrinkage=0.05


Tree=575
num_leaves=31
num_cat=4
split_feature=67 14 111 8 136 136 16 5 85 136 80 68 89 77 76 28 136 10 31 36 87 32 8 10 118 120 37 17 52 23
split_gain=2.05777 7.72287 7.30726 7.06574 8.89808 5.85823 5.42711 7.36521 6.10198 5.87318 5.40871 8.78551 7.8148 6.52939 6.63506 8.49271 7.02508 5.89464 11.2514 10.295 7.12895 6.64469 5.83308 5.89024 7.64748 5.58776 5.43829 8.43387 8.32481 6.97933
threshold=8.305000305175783 1.7250000238418581 -0.9350486397743224 8.7500000000000018 0 1 8.7100000381469744 0.45000000298023229 0.65642854571342479 2 310.25872802734381 307.12254333496099 -0.96115633845329274 1.794999957084656 1.9750000238418581 1019.2500000000001 3 4.8500001430511483 1014.9500122070314 16.250000000000004 0.84245347976684581 8.0500001907348651 9.0500001907348651 12.250000000000002 0.99140709638595592 -0.52247866988182057 13.650000095367433 11.775000095367433 4.9649999141693124 7.5650000572204599
decision_type=2 2 2 2 1 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
left_child=-1 2 5 6 -5 -2 7 -4 -9 -10 11 13 25 14 15 16 -3 18 19 20 -12 -22 26 24 -24 -13 28 -28 29 -19
right_child=1 10 3 4 -6 -7 -8 8 9 -11 17 12 -14 -15 -16 -17 -18 22 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.7578888887179722e-05 -0.01059143343481992 -0.013523823200466157 -0.0059828040898679286 0.0055427037220406421 0.0012189405500123353 5.0062029494065464e-05 0.0003834350866778202 0.01571526386262849 -0.0035491616286779364 0.00408572803805945 0.006380710826823551 -0.00080832276241651771 -0.0006264214291909554 5.6972509372176514e-05 -0.00031570410413803249 0.00038986826085483798 -0.0042512308332410915 -0.002203980055569414 0.00017550387560505532 -0.0021892546838922543 0.0200494416268929 0.0022251973051623012 0.0012360098550904608 -6.0292087730558723e-05 -0.0092064752630194868 -0.0047874290468998366 -6.2373190543507981e-05 -0.0035495419854613165 0.00094243817498938266 0.0040346357745040676
leaf_weight=1004080 246 312 218 1590 4721 271 39702 100 285 1877 1649 1521 24229 162089 2205 542 654 4576 10466 883 53 3886 18558 22712 177 2101 3730 3240 8952 497
leaf_count=1004080 246 312 218 1590 4721 271 39702 100 285 1877 1649 1521 24229 162089 2205 542 654 4576 10466 883 53 3886 18558 22712 177 2101 3730 3240 8952 497
internal_value=7.69463e-06 0.000117672 0.000695592 0.000758631 0.00231899 -0.00521729 0.000525181 0.00279437 0.00364027 0.00308176 1.39341e-05 -0.000128545 -0.00095025 9.48306e-06 -0.00206364 -0.00461948 -0.00743011 0.000361526 0.00118883 0.00282776 0.00362053 0.00246503 0.000137124 0.000481072 0.00113735 -0.00311647 -0.000541875 -0.00168338 2.54195e-05 -0.00159279
internal_weight=1.32612e+06 322042 49010 48493 6311 517 42182 2480 2262 2162 273032 193653 27851 165802 3713 1508 966 79379 16937 6471 5588 3939 62442 41447 18735 3622 20995 6970 14025 5073
internal_count=1326122 322042 49010 48493 6311 517 42182 2480 2262 2162 273032 193653 27851 165802 3713 1508 966 79379 16937 6471 5588 3939 62442 41447 18735 3622 20995 6970 14025 5073
cat_boundaries=0 1 2 3 4
cat_threshold=1172 1794 52 578
is_linear=0
shrinkage=0.05


Tree=576
num_leaves=31
num_cat=1
split_feature=104 136 20 71 0 38 75 34 93 52 103 108 27 103 41 36 19 38 1 31 77 15 12 32 92 35 8 36 38 84
split_gain=1.86241 4.36353 4.9551 4.34915 3.91038 5.93734 3.86689 3.72557 3.70859 3.67853 3.63418 3.63063 3.58909 3.58364 3.44213 3.24504 3.24072 4.07535 3.21564 3.79986 4.87762 3.15571 3.1009 3.09986 2.99677 3.4023 2.99209 2.9398 3.42781 2.98888
threshold=1.0000000180025095e-35 0 5.9149999618530282 277.35203552246099 116.50000000000001 14.34999990463257 0.85993531346321117 17.44999980926514 -0.8161279261112212 3.5149999856948857 -0.73829355835914601 -0.51420336961746205 181.50000000000003 0.29000157117843633 9.9499998092651385 11.750000000000002 17.029999732971195 14.050000190734865 14.500000000000002 1013.9500122070314 10.605000019073488 1.735000014305115 1.0549999475479128 13.84999990463257 0.48247711360454565 12.050000190734865 8.1500000953674334 10.750000000000002 11.34999990463257 0.82576552033424389
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 4 14 13 6 16 10 -7 -10 11 -2 -5 15 27 -3 17 23 19 20 -12 -15 -21 26 -20 -26 -6 -4 -29 -30
right_child=1 2 3 12 5 8 -8 -9 9 -11 18 -13 -14 21 -16 -17 -18 -19 24 22 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=1.2850021543148891e-05 0.0039752141951810401 -0.021933939114678655 0.0055233101294962349 0.0070587021856596396 0.0027315200039404719 0.014089819409474286 0.0066674773385221632 -0.0040952698429352142 -0.0078186269757145703 0.010344508673297241 0.030913126565002166 0.019264901016528408 0.00033724400616764842 -0.012332304756795002 -0.013142390996773744 -0.0011417305947505061 0.0097915055293187111 -0.02282386041551945 0.00066200837525122143 0.013371663306919268 0.0064752395597178552 -0.0032285630110575297 -0.0023845134143013766 0.0036160593433188035 0.003710510488963337 -0.0073943997423933129 -0.0074096985299894145 -0.0085294521131020571 -0.00015352417866744313 -0.0037391759649214196
leaf_weight=1314597 283 20 135 219 85 84 84 389 63 50 29 45 2133 293 67 304 37 32 3208 41 69 141 131 99 96 245 504 189 1502 948
leaf_count=1314597 283 20 135 219 85 84 84 389 63 50 29 45 2133 293 67 304 37 32 3208 41 69 141 131 99 96 245 504 189 1502 948
internal_value=7.30197e-06 -0.000625535 -0.00140814 -0.000627209 -0.00367399 -0.00168028 -0.0035105 0.000582114 0.00613298 0.000218159 0.00102227 0.00607288 0.000963094 -0.00640417 -0.00194378 -0.0024252 -0.00463989 -0.0053815 0.00058849 0.00584866 0.0137069 -0.00937464 0.00137132 -0.00457023 0.000188308 -0.00426809 -0.0059462 -0.00167331 -0.00204145 -0.00154095
internal_weight=1.32612e+06 11525 6989 5193 1796 1038 841 4536 197 113 4147 328 2352 758 2841 324 757 720 3819 270 98 434 172 688 3549 341 589 2774 2639 2450
internal_count=1326122 11525 6989 5193 1796 1038 841 4536 197 113 4147 328 2352 758 2841 324 757 720 3819 270 98 434 172 688 3549 341 589 2774 2639 2450
cat_boundaries=0 1
cat_threshold=3173
is_linear=0
shrinkage=0.05


Tree=577
num_leaves=31
num_cat=2
split_feature=67 14 111 64 136 2 32 125 79 86 111 107 52 23 136 20 66 62 31 31 78 83 28 17 13 28 91 102 75 29
split_gain=1.86113 6.97356 6.59782 5.82798 5.69842 8.24756 7.55562 11.5271 8.3276 11.2464 7.47359 7.44961 7.69671 11.3693 7.34414 7.23278 6.47968 6.33841 6.2058 8.87391 10.2176 6.79142 6.69621 6.15723 5.939 7.31612 6.11212 5.86023 6.10391 6.14259
threshold=8.305000305175783 1.7250000238418581 -0.9350486397743224 3.054999947547913 0 300.50000000000006 14.050000190734865 -0.50751903653144825 1.935000002384186 0.66770747303962719 0.40488335490226751 -0.97982192039489735 3.2649999856948857 7.3849999904632577 1 5.2950000762939462 10.824999809265138 0.60512015223503124 1016.2500000000001 1012.6499938964845 4.7349998950958261 262.22370910644537 1014.1499938964845 9.5450000762939471 1.5649999976158144 1013.4500122070314 1.0000000180025095e-35 -0.85494005680084217 0.66209578514099132 1012.7500000000001
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 2 -2 -4 5 16 10 8 -8 -10 -6 -9 23 -14 -15 -12 17 -5 19 21 22 -11 -21 -13 26 -26 -17 -7 29 -29
right_child=1 -3 3 4 6 27 7 11 9 18 15 12 13 14 -16 24 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-2.6608971714223093e-05 -0.0049578277994716466 1.2950735269578224e-05 0.0030277251690728679 0.00032261807186882382 -5.5689490750992925e-05 -0.010560314272879623 -0.0095915617750019725 0.001501284799135404 0.015203446808359437 0.011471606787218125 0.007221445543458895 -0.00029985808867108725 0.0029442585371307569 -0.007444136266236418 -0.001280147387549677 0.0025376154547096866 0.0032659914754533999 -0.0059467832229692322 -0.0018747559493961096 0.018416217610209853 0.0020307255130234928 -0.0026945300290318452 0.0066526475188376415 -0.0050693009258684875 0.0033890607730336832 -0.00090587527231290085 -0.0047823520514144995 0.027496821965556591 0.0037823326631041712 0.0082324803152005188
leaf_weight=1004080 517 273032 2591 2135 11998 64 142 1866 172 98 558 921 1479 564 3154 7799 1489 497 737 213 603 619 280 2551 1307 4108 296 50 1962 240
leaf_count=1004080 517 273032 2591 2135 11998 64 142 1866 172 98 558 921 1479 564 3154 7799 1489 497 737 213 603 619 280 2551 1307 4108 296 50 1962 240
internal_value=6.93687e-06 0.000111528 0.000660696 0.000720597 0.000590368 0.00196867 0.000364967 -0.00059988 0.00221282 0.00282863 0.000861078 -0.00136453 -0.0019814 -0.000763664 -0.00223866 0.00164295 0.000630017 -0.000861232 0.00199393 0.00356659 0.00639592 -0.000758294 0.0117351 -0.00380413 0.00141254 0.000130779 0.00226996 0.00435912 0.00478311 0.0115539
internal_weight=1.32612e+06 322042 49010 48493 45902 6437 39465 13399 2864 2722 26066 10535 8669 5197 3718 14068 4121 2632 2550 1813 1096 717 493 3472 13510 5415 8095 2316 2252 290
internal_count=1326122 322042 49010 48493 45902 6437 39465 13399 2864 2722 26066 10535 8669 5197 3718 14068 4121 2632 2550 1813 1096 717 493 3472 13510 5415 8095 2316 2252 290
cat_boundaries=0 1 2
cat_threshold=1040 70
is_linear=0
shrinkage=0.05


Tree=578
num_leaves=31
num_cat=0
split_feature=106 19 59 31 33 120 31 53 122 42 67 31 52 84 23 55 84 28 15 23 33 28 69 31 62 38 52 77 15 36
split_gain=1.69194 3.36657 3.37363 3.65654 3.36164 3.73501 3.17873 3.21595 3.10848 3.01105 3.25605 4.06701 4.87149 3.76111 4.26319 4.09163 3.23638 3.31491 2.8887 3.38393 2.92573 3.0219 2.92761 3.09206 3.15715 2.89327 2.85869 2.83925 4.09801 3.39524
threshold=1.0000000180025095e-35 12.50999975204468 282.87474060058599 1009.8500061035157 15.449999809265138 0.68832838535308849 1022.9500122070314 3.1049998998641972 -0.11319890245795249 7.7500000000000009 2.4150000810623173 1013.7500000000001 9.1750001907348651 0.90746214985847484 6.4049999713897714 3.495000004768372 0.80282637476921093 1012.3500061035157 1.3750000000000002 7.0850000381469735 13.150000095367433 1018.1499938964845 256.68519592285162 1017.3500061035157 0.36954195797443395 11.250000000000002 1.235000014305115 0.89499998092651378 1.0649999976158144 16.349999427795414
decision_type=2 2 2 2 2 2 2 2 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 26 6 -6 9 -8 -5 10 11 12 -2 15 -15 18 -17 -18 19 25 22 -22 -20 -24 -25 -12 -4 -7 -29 -30
right_child=1 -3 3 8 5 27 7 -9 -10 -11 13 -13 -14 14 -16 16 17 -19 20 -21 21 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=1.1870616718759873e-05 -0.010039985184391434 -0.0014491081129795868 -0.0046920811606420056 -0.007805288979119954 -0.0009547993025409697 -0.026953401116188616 0.010694485958912037 -0.0020240264275250808 0.0020700070992400008 0.0065051935919739822 -0.017304302077917829 -0.00010860846671857872 0.0082210424852313564 -0.0015227186983767231 -0.022324877521513325 0.00096077082932389125 -0.0013428475289916557 -0.0091996002640114226 -0.00090361770330098636 -0.016119770152228218 0.0091178456898970989 -0.0049525945444677984 0.011152212356773113 -0.012866626389211778 0.010967138885947254 0.0020764860040667923 0.010419520011958505 0.002683571582821205 -0.020882322488262529 -0.0048680939029534936
leaf_weight=1314615 280 5775 37 87 417 20 137 78 948 161 21 400 42 70 38 793 417 198 348 35 339 43 129 33 24 232 203 69 62 71
leaf_count=1314615 280 5775 37 87 417 20 137 78 948 161 21 400 42 70 38 793 417 198 348 35 339 43 129 33 24 232 203 69 62 71
internal_value=6.58674e-06 -0.000597069 0.000261362 0.0025293 -0.000387421 -0.00374396 0.000174347 0.00608033 0.00123991 -0.000178077 -0.000490688 -0.00347556 -0.00765811 0.00030162 -0.008842 0.000679687 -0.00115028 -0.00387234 0.00281972 -0.00154805 0.00419299 0.007534 0.00180298 0.00686693 -0.00283136 0.000467804 0.00808981 -0.00898306 -0.00720382 -0.0123334
internal_weight=1.32612e+06 11507 5732 1275 4457 639 3818 215 1035 3603 3442 722 322 2720 108 2612 1408 615 1204 288 916 382 534 186 57 253 240 222 202 133
internal_count=1326122 11507 5732 1275 4457 639 3818 215 1035 3603 3442 722 322 2720 108 2612 1408 615 1204 288 916 382 534 186 57 253 240 222 202 133
is_linear=0
shrinkage=0.05


Tree=579
num_leaves=31
num_cat=3
split_feature=52 55 92 56 68 54 71 19 127 95 62 18 136 60 136 90 79 61 54 104 20 60 136 12 124 52 23 63 59 28
split_gain=1.66972 15.8953 12.9895 10.7724 9.24261 9.18656 9.03667 8.74452 8.81557 8.25116 8.96684 8.1674 8.9937 7.0652 8.60994 7.0227 6.83721 6.80738 7.20144 6.52454 8.08851 6.39127 6.11658 7.49366 6.60469 6.35948 6.10077 6.02527 5.92311 9.05876
threshold=4.3650000095367441 3.4450000524520878 -0.51505056023597706 256.42343139648443 291.71707153320318 3.1650000810623173 273.71014404296881 10.405000209808351 -0.60873827338218678 -0.58719485998153675 0.86153241991996776 6.9049999713897714 0 0.54120570421218883 1 -0.80030900239944447 6.4249999523162851 0.43546389043331152 0.37500000000000006 -0.72608283162116993 6.2550001144409189 0.69233888387680065 2 1.9750000238418581 -0.11319890245795249 0.74500000476837169 9.0850000381469744 0.61880189180374157 1.0000000180025095e-35 1013.7500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=3 2 9 4 -1 13 -4 11 16 -2 17 12 -6 14 -5 -13 -9 18 19 -11 -21 26 25 24 -24 -10 -8 -18 29 -17
right_child=1 -3 6 5 7 -7 21 8 22 10 -12 15 -14 -15 -16 28 27 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.8232489236561196e-05 0.00065975034185087385 -1.0465308241705769e-05 0.0005465408883905575 -0.001245348718466857 0.0058835041361603099 -0.0012591328797427579 0.0031256531984552604 0.0013102203450453722 0.0084085278123218043 -0.024834486904243627 0.029948611415567851 -0.0007809102889487189 0.0010388744353111831 0.00079173316276213545 -5.6208486139591752e-05 -0.0088243793642309408 -0.0063162957551099429 2.5256219968572555e-05 -0.0038276580070534943 -0.021582613316094203 0.0142533161015308 0.00081521964448657929 0.0039864522932754809 0.0040710531561749348 -0.0010195887298945301 0.002543193925455281 -0.011375524285121834 0.0017888568569620509 0.00058868089908778454 0.000387319318926532
leaf_weight=773331 4746 329510 11285 22158 1196 28680 11266 1239 490 81 21 16536 4732 14244 48598 428 822 1264 1798 31 32 4557 795 1349 3848 8129 73 318 33856 709
leaf_count=773331 4746 329510 11285 22158 1196 28680 11266 1239 490 81 21 16536 4732 14244 48598 428 822 1264 1798 31 32 4557 795 1349 3848 8129 73 318 33856 709
internal_value=6.2574e-06 9.73575e-05 0.00110802 -2.82953e-05 3.29908e-05 -0.000485341 0.00162856 0.000565081 0.00156161 -0.000666582 -0.00261724 0.000270409 0.00202798 -0.000224254 -0.000428784 6.82145e-05 -0.00126094 -0.00283055 -0.00468933 -0.0154483 -0.00338024 0.00239671 0.00202118 0.000789354 -0.000162427 0.00287331 0.0030323 -0.00405538 0.00046947 -0.00308023
internal_weight=1.32612e+06 364664 35154 961458 847778 113680 27181 74447 16990 7973 3227 57457 5928 85000 70756 51529 2379 3206 1942 144 63 15896 14611 5992 4643 8619 11339 1140 34993 1137
internal_count=1326122 364664 35154 961458 847778 113680 27181 74447 16990 7973 3227 57457 5928 85000 70756 51529 2379 3206 1942 144 63 15896 14611 5992 4643 8619 11339 1140 34993 1137
cat_boundaries=0 1 2 3
cat_threshold=4099 6688 1303
is_linear=0
shrinkage=0.05


Tree=580
num_leaves=31
num_cat=2
split_feature=17 117 93 58 92 85 16 17 17 68 92 61 96 95 55 62 136 37 31 83 90 115 126 127 76 38 36 100 28 136
split_gain=1.70252 5.50894 14.3329 10.1599 6.67486 5.90192 6.19031 5.58985 4.87629 15.5177 11.2644 11.2515 8.88297 8.67455 8.30015 7.56972 9.45014 14.6746 12.8418 7.12069 6.93099 6.76759 6.65063 6.57019 6.42811 6.24094 6.02377 5.95391 7.02135 7.24762
threshold=13.344999790191652 -0.25037047266960138 -0.30454362928867335 252.72270965576175 -0.33370478451251978 0.82808277010917675 11.120000362396242 18.219999313354496 11.775000095367433 266.63516235351568 -0.068461142480373369 0.618492752313614 -0.94810107350349415 -0.65440243482589711 16.964999198913578 0.79279136657714855 0 13.949999809265138 1019.2500000000001 320.54164123535162 -0.89388012886047352 -0.76037701964378346 -0.78257837891578663 -0.97625884413719166 3.6450001001358037 13.449999809265138 18.550000190734867 -0.20539562404155728 1011.9500122070314 1
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 1
left_child=8 3 7 -2 -4 -6 -7 -3 27 13 11 19 14 24 -13 16 17 -12 23 -11 -14 -18 -16 -19 -10 -26 -21 28 29 -1
right_child=1 2 4 -5 5 6 -8 -9 9 10 15 12 20 -15 22 -17 21 18 -20 26 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0065329807810424736 -4.5012433750081217e-05 0.0018753320886312616 0.0024490065889647993 -0.0017590413335669649 1.5968564550757722e-05 0.0027995333940078896 0.00048386587523629706 0.0064127053346090925 0.00081582109436697126 -0.00068190431321642209 -0.0012003991135312014 -0.0043110738919277612 -0.0090175758022166524 1.6441285689643706e-05 0.00783578032343131 0.00027866843965705044 -0.00028873191189556467 0.0074755158899176243 0.0020080953796460022 -0.006479139962639398 -0.0020547622320178935 -0.001767236863674921 -0.0011080737459146304 -0.010566470794437642 -0.00061213339067241147 0.0054750244995044675 0.020071797174486247 7.0859280638597519e-05 -0.0008763131275981665 0.00026618053186287354
leaf_weight=470 142965 7433 3154 9202 202102 3084 44957 747 5441 9765 3624 2076 1168 113936 270 22616 37217 53 297 737 515 9772 903 1053 558 1716 22 654064 34698 11961
leaf_count=470 142965 7433 3154 9202 202102 3084 44957 747 5441 9765 3624 2076 1168 113936 270 22616 37217 53 297 737 515 9772 903 1053 558 1716 22 654064 34698 11961
internal_value=6.37697e-06 9.05274e-05 0.000229726 -0.000148665 0.000163201 0.00013438 0.000632521 0.00228969 -3.17511e-05 -0.000242039 -0.000739441 -0.00196802 -0.00393866 0.00012631 -0.00241142 -0.000485006 -0.000817043 -0.00287555 -0.00722301 -0.0010445 -0.00688695 -0.00059608 0.000950614 -0.00970189 0.00174886 0.00398134 -0.00570955 3.17494e-05 -0.000511024 0.00050859
internal_weight=1.32658e+06 413644 261477 152167 253297 250143 48041 8180 912932 211739 90088 15456 4932 121651 3249 74632 52016 5027 1403 10524 1683 46989 1173 1106 7715 2274 759 701193 47129 12431
internal_count=1326576 413644 261477 152167 253297 250143 48041 8180 912932 211739 90088 15456 4932 121651 3249 74632 52016 5027 1403 10524 1683 46989 1173 1106 7715 2274 759 701193 47129 12431
cat_boundaries=0 1 2
cat_threshold=512 4100
is_linear=0
shrinkage=0.05


Tree=581
num_leaves=31
num_cat=1
split_feature=4 81 92 9 67 64 84 57 61 57 20 1 18 5 75 37 32 65 129 73 81 3 28 41 52 86 136 4 19 5
split_gain=1.67427 5.2 3.57798 4.38653 3.99356 3.57365 3.43339 5.03099 2.76 2.65161 4.40497 3.73038 2.55119 2.92347 2.49409 2.45454 5.7782 2.381 3.96396 3.59074 6.21634 4.65685 3.9844 3.25607 3.33526 4.21978 3.76996 3.23702 3.01119 2.44027
threshold=14.550000190734865 234.70426940917972 -0.2853140383958816 16.94999980926514 3.8149999380111699 0.99500000476837169 0.87722647190094005 253.37302398681643 0.25398530066013342 279.99989318847662 6.6349999904632577 311.50000000000006 8.0099999904632586 14.949999809265138 0.44695048034191137 7.1499998569488534 9.2500000000000018 3.5349999666213994 330.50000000000006 0.6050383746623994 325.52783203125006 352.50000000000006 1011.5499877929689 10.250000000000002 21.925000190734867 0.85339003801345836 0 15.34999990463257 6.9049999713897714 14.750000000000002
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 1 2 2 2
left_child=-1 -2 3 6 -5 8 -3 -8 -4 10 11 -6 -13 -14 -10 16 -7 18 19 21 27 22 29 24 25 -19 28 -21 -27 -17
right_child=1 2 5 4 9 15 7 -9 14 -11 -12 12 13 -15 -16 17 -18 23 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.2840262831843468e-06 -0.00032692372549898208 0.0084459739709820819 0.018105685642483282 0.01703653712971381 -0.024122046157717708 0.0084575925953686241 0.0034601843915879728 -0.022913517571534172 0.013328174444471012 0.012875844341149365 0.017329266898590944 0.014917674607464246 -0.020436377972364427 0.0052108766958117482 0.00064273294800322911 -0.020546856206575675 -0.026676905274391174 0.0071473979895463006 0.014409023991902359 -0.015874189369380474 -0.030303083837497982 -0.023648757877803985 0.0050310485157571 -0.017400779535951604 -0.00053248762248693895 0.0086237645790417043 0.0039933517215196453 0.0084866976186943558 -0.0022822020927894984 -0.0015795693743627433
leaf_weight=1317052 5527 51 49 114 20 22 40 33 57 69 29 21 20 25 121 28 25 482 32 25 32 21 171 22 944 71 817 30 583 43
leaf_count=1317052 5527 51 49 114 20 22 40 33 57 69 29 21 20 25 121 28 25 482 32 25 32 21 171 22 944 71 817 30 583 43
internal_value=6.06069e-06 0.000666614 0.00204047 0.00639462 0.00968296 0.00152649 -0.00150802 -0.00846217 0.0075976 0.00512694 0.000477594 -0.00520495 0.000527508 -0.0061879 0.00470492 0.00111486 -0.010231 0.00127641 -0.00243563 -0.00397572 -0.0127811 -0.00106292 0.000897008 0.00176219 0.00190771 0.0030872 0.00175681 -0.00258643 -0.00108168 -0.00905963
internal_weight=1.32658e+06 9524 3997 422 298 3575 124 73 227 184 115 86 66 45 178 3348 47 3301 382 350 87 263 242 2919 2897 1953 1471 55 654 71
internal_count=1326576 9524 3997 422 298 3575 124 73 227 184 115 86 66 45 178 3348 47 3301 382 350 87 263 242 2919 2897 1953 1471 55 654 71
cat_boundaries=0 1
cat_threshold=4320
is_linear=0
shrinkage=0.05


Tree=582
num_leaves=31
num_cat=0
split_feature=94 18 88 1 32 111 54 99 67 62 8 0 31 74 55 62 85 5 7 98 122 59 14 66 74 53 115 64 54 74
split_gain=1.61508 4.47808 3.97616 4.56162 4.92889 4.83155 4.07553 4.08763 3.9264 4.08941 3.68549 3.67401 5.18662 7.93625 5.50916 4.47115 3.96659 4.7331 3.7999 3.67396 3.5046 4.44959 4.26642 5.8956 5.12667 4.08353 3.93701 3.75395 4.54901 4.4204
threshold=-0.99134069681167591 4.8800001144409189 -0.98109775781631459 328.50000000000006 12.050000190734865 0.66576150059700023 0.13499999791383746 -0.95913755893707264 0.67500001192092907 0.34500604867935186 6.9500000476837167 311.50000000000006 1019.2500000000001 0.5321185588836671 1.0850000381469729 0.52510687708854686 0.78295961022377025 0.25000000745058065 14.050000190734865 -0.99999317526817311 -0.52247866988182057 160.05086517333987 2.3750000000000004 15.545000076293947 0.82717546820640575 0.38499999046325689 -0.95368063449859608 4.4849998950958261 1.075000047683716 0.77438673377037059
decision_type=2 2 2 2 2 2 2 2 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 5 -5 -3 7 8 -4 -10 -1 12 14 -14 15 -8 -15 -18 19 -13 26 -22 23 25 -25 -23 -21 -27 -29 -30
right_child=-2 2 6 4 -6 -7 11 -9 9 -11 -12 18 13 16 -16 -17 17 -19 -20 20 21 22 -24 24 -26 27 -28 28 29 -31
leaf_value=-0.0019329626358799883 1.4212727876738316e-05 -0.0026432504045922631 0.011470057473828395 -0.0093111048743594448 0.0096925400335625828 -0.011001791052209836 -0.0023998738056302525 0.01150614712419438 -0.017398178891873815 0.0075096977588075863 0.010547771761000996 0.018455273641406426 -0.0030237402543579848 0.001068743911179665 -0.00062130251770664644 -0.0089895519737354258 0.029787672430809056 0.0083192774511701931 0.018191154599189758 -0.0052431080974710848 -0.0044468284436184301 0.011290036041925593 -0.0047373959535687432 0.033320032355600389 0.0045044511895288124 0.00075024622122261552 -3.9197513086213359e-05 0.018527985837212518 0.0061518770624114276 -0.0030615272895291173
leaf_weight=91 1296144 662 39 48 118 234 1890 145 45 26 169 28 332 190 15893 298 28 309 30 386 273 123 205 29 33 1838 6222 57 517 174
leaf_count=91 1296144 662 39 48 118 234 1890 145 45 26 169 28 332 190 15893 298 28 309 30 386 273 123 205 29 33 1838 6222 57 517 174
internal_value=5.75916e-06 -0.000354291 -0.000410594 -0.00341569 0.00419751 -0.00482617 -0.000300962 0.00599238 -0.00127576 -0.00827698 0.00617951 -0.000356578 -0.00076479 0.00303131 -0.000945136 -0.00329737 0.00684587 0.010103 0.000423204 0.00036928 0.000317905 0.00166245 0.00222288 0.00273781 0.0179827 0.0023889 -0.000343179 0.00196553 0.00495175 0.00383186
internal_weight=1.32658e+06 30432 30172 1062 166 896 29110 255 110 71 260 28855 18940 859 18081 2188 527 337 9915 9885 9857 3249 2976 2771 62 2709 6608 2586 748 691
internal_count=1326576 30432 30172 1062 166 896 29110 255 110 71 260 28855 18940 859 18081 2188 527 337 9915 9885 9857 3249 2976 2771 62 2709 6608 2586 748 691
is_linear=0
shrinkage=0.05


Tree=583
num_leaves=31
num_cat=0
split_feature=4 81 92 5 64 75 87 93 124 86 72 37 32 65 91 107 3 104 8 83 80 78 41 20 52 86 13 22 96 107
split_gain=1.50654 4.68662 3.2214 3.95933 3.24399 3.12282 3.80464 2.79332 2.91095 2.52905 2.53843 2.52535 5.85818 2.4618 4.12499 5.57378 5.35807 4.78208 4.1192 4.40047 3.56044 3.49517 2.93843 3.04329 2.39634 4.01948 4.24667 2.49782 3.51808 4.53242
threshold=14.550000190734865 234.70426940917972 -0.2853140383958816 13.750000000000002 1.1950000524520876 0.68576303124427807 0.84114816784858715 0.26258978247642523 0.72534674406051647 0.89940014481544506 0.58437010645866405 7.1499998569488534 9.2500000000000018 3.5349999666213994 -0.40103092789649958 -0.58221378922462452 279.50000000000006 -0.52382332086563099 19.050000190734867 318.60975646972662 346.37513732910162 28.865000724792484 10.250000000000002 5.4549999237060556 21.925000190734867 0.85339003801345836 4.0950000286102304 6.1449999809265146 -0.46312375366687769 -0.26391372084617609
decision_type=2 2 2 2 2 2 2 2 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 9 -4 -5 -7 8 -8 10 -3 12 -6 14 15 16 -13 -18 19 -16 -17 -19 23 -15 25 -25 27 -27 29 -29
right_child=1 2 4 5 11 6 7 -9 -10 -11 -12 13 -14 22 18 20 17 21 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=9.4011334026227349e-07 -0.00031115418034249697 -0.010275836335495114 0.0068832875963063082 0.013491155330611524 0.0080340024422515515 0.02015544771458264 -0.017580812288956207 0.0099135944572014689 0.0028449638620824426 -0.015593767818063499 0.007956369353923947 0.0066463752718326375 -0.027686147981633741 0.011820440128999386 -0.0022875193718143484 0.013499743000350214 -0.0037431941883793725 -0.011282105809077621 0.0029163929331116382 -0.030671335435989835 -0.0085944373970446384 -0.040842101480811834 -0.0165314513808963 0.0067022285236097469 -0.00050657102625737641 0.0022630225175500683 0.0065160453640168816 -0.0024964419679866503 0.011301853819641957 -0.023525962713002058
leaf_weight=1317052 5527 28 255 172 22 27 33 39 37 26 60 56 24 74 22 88 60 20 30 36 23 20 22 450 944 552 305 502 43 27
leaf_count=1317052 5527 28 255 172 22 27 33 39 37 26 60 56 24 74 22 88 60 20 30 36 23 20 22 450 944 552 305 502 43 27
internal_value=5.4712e-06 0.000632065 0.00193634 0.00606783 0.00144865 0.00901429 0.00335238 -0.000809844 -0.00678433 -0.0018928 0.00215521 0.00103123 -0.0106026 0.00119468 -0.00273683 0.000357403 -0.0057364 -0.0126708 -0.012125 -0.0199051 0.00892167 -0.0260621 0.00167282 0.00181107 0.00154869 0.00258124 0.00128352 -0.00013634 -0.00245181 -0.00356978
internal_weight=1.32658e+06 9524 3997 422 3575 308 136 109 70 114 88 3320 46 3274 355 267 156 100 88 58 111 40 2919 2897 2823 1879 1429 1124 572 529
internal_count=1326576 9524 3997 422 3575 308 136 109 70 114 88 3320 46 3274 355 267 156 100 88 58 111 40 2919 2897 2823 1879 1429 1124 572 529
is_linear=0
shrinkage=0.05


Tree=584
num_leaves=31
num_cat=2
split_feature=17 117 94 58 85 60 16 37 64 19 71 17 17 68 56 60 122 95 62 136 82 15 94 136 29 127 29 104 34 68
split_gain=1.55962 4.94236 12.2055 9.18226 6.90634 9.10284 6.46923 5.05145 5.09103 4.62509 4.4919 4.39369 4.3778 14.0203 9.5133 14.4301 9.3448 7.86909 7.24922 6.95602 6.94606 6.52989 7.69644 9.34739 6.51353 7.69235 6.30826 6.11847 5.99587 5.89228
threshold=13.344999790191652 -0.25037047266960138 -0.56846028566360463 252.72270965576175 0.79941973090171825 0.34667152166366583 11.775000095367433 15.750000000000002 16.335000038146976 15.405000209808351 329.02421569824224 14.039999961853029 11.775000095367433 266.63516235351568 266.33863830566412 0.46969607472419744 0.026175950653851036 -0.65440243482589711 0.66348332166671764 0 282.63932800292974 2.2649999856948857 -0.56846028566360463 1 1020.2500000000001 -1.0000000180025095e-35 1019.9500122070314 -0.96098318696022023 17.349999427795414 299.87966918945318
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 1 2 2 2 2 2 2
left_child=12 3 9 -2 -4 -6 11 -8 -9 -3 -5 -7 -1 17 15 -15 21 -14 19 20 -16 22 -17 -24 25 -22 -25 -20 29 -23
right_child=1 2 4 10 5 6 7 8 -10 -11 -12 -13 13 14 18 16 -18 -19 27 -21 24 28 23 26 -26 -27 -28 -29 -30 -31
leaf_value=2.8872124935377504e-05 -4.2279972770509692e-05 0.0033010409622873066 8.0954718968479117e-06 -0.001563834446938359 0.0033544633241424249 0.00067391020968831056 0.00015662508930986641 0.0024350761549969337 -8.0338544584233288e-05 -5.8070966040407911e-05 -0.012979160437638733 0.0037199355024099853 0.0016649668684882405 2.2324251147914014e-05 0.000269097267521742 -0.0015367783978424959 -0.000282855362865733 1.4937276219600821e-05 0.0008728755007222684 -0.00090616042231839047 -0.027219684642533628 -0.00028930481626618056 -0.0026412722850246151 -0.0089163813752410337 -0.00050160585924251277 -0.0073941927701648884 -0.0029848388970583669 -0.00042804262289882508 0.015762875937998258 -0.0087158158530890508
leaf_weight=701193 142965 4345 186375 9115 2860 2283 53311 5237 3266 1341 87 2459 7715 6365 606 1395 2295 113936 12116 24755 52 1269 1522 2085 350 828 571 35580 51 248
leaf_count=701193 142965 4345 186375 9115 2860 2283 53311 5237 3266 1341 87 2459 7715 6365 606 1395 2295 113936 12116 24755 52 1269 1522 2085 350 828 571 35580 51 248
internal_value=5.19764e-06 8.5739e-05 0.000217585 -0.00014082 0.000166653 0.000592364 0.000473673 0.00033714 0.00146891 0.00250882 -0.00167176 0.00225345 -3.12952e-05 -0.000230545 -0.000703339 -0.00181742 -0.00305841 0.000119581 -0.000466372 -0.00112788 -0.00409009 -0.00395042 -0.00475242 -0.0058261 -0.00627104 -0.0085657 -0.00761253 -9.75763e-05 -0.00109996 -0.00166688
internal_weight=1.32658e+06 413644 261477 152167 255791 69416 66556 61814 8503 5686 9202 4742 912932 211739 90088 15801 9436 121651 74287 26591 1836 7141 5573 4178 1230 880 2656 47696 1568 1517
internal_count=1326576 413644 261477 152167 255791 69416 66556 61814 8503 5686 9202 4742 912932 211739 90088 15801 9436 121651 74287 26591 1836 7141 5573 4178 1230 880 2656 47696 1568 1517
cat_boundaries=0 1 2
cat_threshold=512 2355
is_linear=0
shrinkage=0.05


Tree=585
num_leaves=31
num_cat=0
split_feature=80 72 121 73 10 11 100 107 31 23 100 55 72 25 84 69 115 61 123 20 78 92 61 63 53 93 73 55 19 15
split_gain=2.05088 7.30904 5.89519 5.71708 5.70282 6.8604 5.49664 5.36336 5.68694 5.55176 4.6635 4.58423 4.5055 4.17231 4.08555 3.9987 3.9625 5.42242 4.12773 4.10596 3.86899 3.71601 4.46889 5.16439 4.00975 4.33144 3.82237 5.76274 3.6435 3.96547
threshold=346.37513732910162 0.35229548811912542 -0.07845610752701758 0.51112094521522533 6.4500000476837167 11.449999809265138 0.93922036886215221 -0.12484111264348029 1015.0499877929689 5.0850000381469735 0.3868920505046845 0.74500000476837169 0.91760647296905529 187.50000000000003 0.80723106861114513 303.28767395019537 0.04361772537231446 0.47863142192363745 -0.30069434642791742 6.0350000858306894 32.245000839233406 -0.75314617156982411 0.24576461315155032 0.3281788975000382 0.72500002384185802 0.67252492904663097 0.41984251141548162 1.3750000000000002 8.7100000381469744 1.8949999809265139
decision_type=2 2 2 2 2 2 2 2 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 21 10 7 14 9 -9 -6 -4 -8 15 -11 -2 -5 18 -18 19 -17 -10 -3 23 -23 25 -24 27 -26 29 -7
right_child=1 2 4 12 5 28 11 8 20 13 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 24 -25 26 -27 -28 -29 -30 -31
leaf_value=1.5259959661407704e-06 -0.001910768893054303 0.0036797689469364871 -0.0031282345043539914 -0.0089315978337494977 0.015518154364932949 -0.012156221671434849 -0.025827074920137721 -0.018721504969165682 -0.0072631321286381646 -0.014342239632138185 0.0064666812076857177 0.0068329557268456981 -0.012725729560677676 -0.00098977688719126657 0.014281037902374836 0.0022837752945633837 -0.020808596119212992 0.0098262838926166315 0.00099917349671075858 -0.0087735243505210475 0.0074848393737166029 -0.026553296428755858 -0.0043237327509337946 -0.0049609347799560062 0.02036169047995999 -0.027169657689405654 -0.0081066911845040085 -0.0083775733428245232 -0.0003142114052791026 0.0095614867001728027
leaf_weight=1319260 51 56 167 166 48 23 21 94 252 63 524 22 94 820 165 128 52 20 1310 244 54 72 42 45 37 41 111 33 304 244
leaf_count=1319260 51 56 167 166 48 23 21 94 252 63 524 22 94 820 165 128 52 20 1310 244 54 72 42 45 37 41 111 33 304 244
internal_value=-2.41857e-06 -0.000983732 -0.00140436 -0.00316253 0.000257524 -0.00115582 0.00720803 -0.00312266 -0.00796487 -0.00104222 0.00414779 -0.00911729 -0.00203768 -0.00194244 0.010458 -0.00151441 -0.000812441 -0.0122989 -0.000320749 -0.00496886 -0.00466055 -0.00834665 -0.0101143 -0.0182485 -0.00650937 -0.0156091 -0.00233658 0.00681318 0.00342888 0.00769067
internal_weight=1.32456e+06 5303 5044 2451 2593 1902 259 1331 400 931 691 43 2014 883 216 1920 1754 72 1682 372 306 437 381 117 264 83 181 70 571 267
internal_count=1324563 5303 5044 2451 2593 1902 259 1331 400 931 691 43 2014 883 216 1920 1754 72 1682 372 306 437 381 117 264 83 181 70 571 267
is_linear=0
shrinkage=0.05


Tree=586
num_leaves=31
num_cat=1
split_feature=54 111 11 7 29 52 78 136 93 38 53 71 33 65 95 121 103 5 28 13 90 40 0 40 28 122 3 124 28 88
split_gain=2.05784 2.76505 3.25488 3.07007 3.1565 2.69301 2.81867 4.98178 4.91665 4.42042 6.32233 4.63171 5.48039 4.25937 5.6737 4.08075 6.34956 4.81538 3.96396 3.70145 3.47437 3.44388 3.4411 3.39555 3.17755 4.59836 3.23866 3.15963 3.48279 3.15246
threshold=72.735000610351577 -0.45481765270233149 13.449999809265138 10.150000095367433 1021.0499877929689 46.590000152587898 49.965000152587898 0 0.30366274714469915 13.449999809265138 1.8550000190734866 290.69009399414068 10.550000190734865 4.6949999332427987 0.94641205668449413 -0.67556449770927418 0.39188258349895483 15.150000095367433 1016.1499938964845 2.6149998903274541 -0.3479014784097671 7.0499999523162851 321.50000000000006 5.3500001430511483 1013.9500122070314 -0.73724925518035878 300.50000000000006 0.96359375119209301 1011.8500061035157 -0.86185866594314564
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=5 2 -2 4 -3 6 -1 15 9 11 29 19 -13 14 27 16 23 18 -18 -9 -14 -15 24 -8 25 -12 -26 28 -10 -11
right_child=1 3 -4 -5 -6 -7 7 8 13 10 22 12 20 21 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-9.5025691772677714e-06 -0.0020387870290894854 0.00045873885203465364 0.00059272397329023679 -0.0015286535866452864 -0.00079641368204028172 0.00046729028295776885 0.0037625292373294622 -0.013418352919527227 -0.005949035353139686 -0.028994914289149978 0.025512727955356241 0.00083683355810994361 0.0083745463621408608 0.0014434912579773733 -0.016432006780493568 4.9464686413363411e-05 -0.018827951706873753 0.00049267809466278605 0.004947740463539959 0.002954617228030621 0.018727875478109536 -0.012646994681034069 0.021088276608359248 -0.01124025651467188 0.0011651409026235341 0.00033232791633729239 -0.024549184323829347 -0.013202853033120241 0.0053713632491186533 -0.0056255838863791957
leaf_weight=1253793 4519 15118 1588 3603 7491 31088 176 36 116 27 20 218 468 3003 77 1462 142 62 20 839 98 44 21 48 25 194 24 48 164 31
leaf_count=1253793 4519 15118 1588 3603 7491 31088 176 36 116 27 20 218 468 3003 77 1462 142 62 20 839 98 44 21 48 25 194 24 48 164 31
internal_value=-2.29764e-06 -0.000396377 -0.00135452 -0.000173144 4.28714e-05 7.55827e-06 -3.77431e-06 0.00097165 0.00173958 0.00371473 -0.00146119 0.00478174 0.00757277 0.000599696 -0.00421774 -0.00122348 -0.0054049 -0.0113574 -0.0158927 0.00228099 0.0101672 0.00124002 0.00161101 0.000547647 5.57957e-05 0.00268564 -0.0114296 -0.00135037 0.000681484 -0.0165044
internal_weight=1.32456e+06 32319 6107 26212 22609 1.29224e+06 1.26116e+06 7363 5453 2001 342 1659 784 3452 405 1910 448 224 162 875 566 3047 284 224 263 214 49 328 280 58
internal_count=1324563 32319 6107 26212 22609 1292244 1261156 7363 5453 2001 342 1659 784 3452 405 1910 448 224 162 875 566 3047 284 224 263 214 49 328 280 58
cat_boundaries=0 1
cat_threshold=116
is_linear=0
shrinkage=0.05


Tree=587
num_leaves=31
num_cat=2
split_feature=54 103 107 110 136 52 54 28 6 136 18 36 30 36 33 29 62 101 87 120 105 37 36 132 78 65 122 23 67 6
split_gain=1.8572 2.69199 3.55477 2.83725 2.43458 2.43044 2.72536 6.43309 8.84304 8.5666 8.25054 7.38691 7.85537 6.05995 5.22375 8.08696 6.64708 8.25932 6.82271 6.03642 5.61754 4.612 4.77392 4.51665 4.4195 4.08802 3.92165 3.91993 3.70015 3.60517
threshold=72.735000610351577 0.54324987530708324 -0.911433845758438 0.91015931963920604 0 46.590000152587898 28.064999580383304 1016.2500000000001 5.5499999523162851 1 15.405000209808351 10.650000095367433 1010.6499938964845 15.650000095367433 15.050000190734865 1012.7500000000001 0.75962018966674816 0.3133485615253449 0.85648289322853099 0.21643137186765674 -0.97479987144470204 19.650000572204593 20.050000190734867 1018.5499877929689 3.9550000429153447 45.864999771118171 0.76037701964378368 11.885000228881838 43.635000228881843 0.15000000223517421
decision_type=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 2 2 2
left_child=5 2 4 -3 -2 6 -1 8 9 -8 11 12 -11 29 15 26 17 -16 20 25 -19 24 -23 -18 -10 -17 -13 -21 -28 -9
right_child=1 3 -4 -5 -6 -7 7 13 21 10 -12 14 -14 -15 16 19 23 18 -20 27 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=1.0766584073247898e-05 0.0007260369229993768 0.00064071642706046755 -0.0011916609839118018 -0.0037934090933850954 -0.00074585643626718355 0.00044392576931705165 0.00076788001640771576 -0.0026743678487703565 -0.0066595431122116345 0.010492628038843613 0.00042880896622297373 5.2706193526125335e-05 -0.018849221861693174 0.0023632012455624398 0.0026482906224041744 -0.0027160039068546632 -0.0024030361848318849 0.002958495606883214 -0.0044194173898033208 -0.0091876977521364832 -0.021539749341925336 -0.030109385274350642 -0.0039719740426617453 -0.019765678602270784 0.00017380578855971603 -0.010771389462622918 -0.01583708635959271 -0.02718249889457542 0.0060897995682003409 -2.0395260862003192e-05
leaf_weight=1214837 5832 7497 13209 379 5402 31088 1685 1348 243 27 1212 1699 147 2625 85 1260 589 26 114 365 234 25 58 40 9008 180 74 33 26 25216
leaf_count=1214837 5832 7497 13209 379 5402 31088 1685 1348 243 27 1212 1699 147 2625 85 1260 589 26 114 365 234 25 58 40 9008 180 74 33 26 25216
internal_value=-2.18276e-06 -0.000376558 -0.00063559 0.000427342 1.82422e-05 7.18035e-06 -3.5856e-06 -0.000380009 -0.0011492 -0.00239225 -0.00325952 -0.00417866 -0.0142962 7.13991e-05 -0.00380608 -0.00289679 -0.00684568 -0.0114207 -0.0146182 -0.00522935 -0.0190899 -0.000110964 -0.0118447 -0.00350718 -5.68873e-06 -0.00372293 -0.000513653 -0.0106797 -0.0101361 -0.000155072
internal_weight=1.32456e+06 32319 24443 7876 11234 1.29224e+06 1.26116e+06 46319 17130 7796 6111 4899 174 29189 4725 3637 1088 459 374 1838 260 9334 83 629 9251 1440 1799 398 100 26564
internal_count=1324563 32319 24443 7876 11234 1292244 1261156 46319 17130 7796 6111 4899 174 29189 4725 3637 1088 459 374 1838 260 9334 83 629 9251 1440 1799 398 100 26564
cat_boundaries=0 1 2
cat_threshold=1956 6306
is_linear=0
shrinkage=0.05


Tree=588
num_leaves=31
num_cat=0
split_feature=80 72 121 10 11 54 35 18 9 127 100 106 16 13 72 55 112 10 84 76 52 92 76 5 93 72 19 123 5 78
split_gain=1.8552 6.59775 5.33073 5.19024 6.98117 5.04994 6.35225 5.73428 5.44186 5.09782 4.96077 4.39366 4.29017 4.27148 5.57229 4.13731 3.80031 4.81644 3.68718 4.16041 3.61503 4.07955 3.58144 4.73136 3.51713 3.39294 3.35556 3.31166 3.28795 3.22283
threshold=346.37513732910162 0.35229548811912542 -0.07845610752701758 6.8500001430511483 11.34999990463257 0.33500000834465032 12.550000190734865 6.9049999713897714 6.3500001430511483 0.99901017546653759 0.93922036886215221 -0.12512376159429547 12.50999975204468 3.2350000143051152 0.90008756518363964 0.74500000476837169 -0.043617725372314446 16.44999980926514 0.80723106861114513 2.935000061988831 0.30500000715255743 0.52666121721267711 34.125000000000007 8.7500000000000018 0.84000840783119213 0.91999459266662609 8.7100000381469744 0.078456107527017607 5.8500001430511483 29.894999504089359
decision_type=2 2 2 2 2 2 2 2 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 5 12 11 6 8 -8 -3 25 18 20 -4 14 22 -12 17 24 19 -2 21 -5 23 -13 -10 -7 -6 -23 -11 -18
right_child=1 2 3 4 26 9 7 -9 16 28 15 13 -14 -15 -16 -17 29 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.6783313733657904e-06 0.015964247165247799 0.0079537865490867544 0.0067409264862157581 0.022804027783774564 0.0073062962967983995 -0.0025632436920063613 -0.02052380982786417 0.0036270916711895126 -0.014721820388610167 0.016545348681927641 -0.024535924941301347 -0.0082341590759311568 -0.00081551174592073977 -0.020020989346825942 0.0125555957769393 0.0064912452277812093 0.010258422282905404 -0.00056997226137253979 0.013566922676170979 -0.013285864616233496 -0.0023780251492477832 0.0079853768095684546 -0.021404234864390817 0.0056780117772225495 -0.031011964326623728 -0.017287198174744844 -0.00027117489416080828 -0.013674548938870429 0.0019010293979425279 -0.017473931261338293
leaf_weight=1319260 20 26 461 31 274 1791 30 136 60 49 21 312 317 55 40 22 22 27 165 31 590 60 39 76 74 40 313 25 176 20
leaf_count=1319260 20 26 461 31 274 1791 30 136 60 49 21 312 317 55 40 22 22 27 165 31 590 60 39 76 74 40 313 25 176 20
internal_value=-2.07334e-06 -0.000935399 -0.00133504 0.000245284 -0.0012193 -0.00300692 -0.00818483 -0.000737529 -0.0135833 -0.00201214 0.00684756 -0.00336325 0.00366202 -0.00684143 -0.00528923 -0.00866156 -0.0163418 -0.0198359 0.00993502 -0.00181523 -0.000791574 0.00727745 -0.00696088 -0.00550909 -0.0237179 -0.0028849 0.00326584 0.00161481 0.00509024 -0.00294746
internal_weight=1.32456e+06 5303 5044 2593 1815 2451 395 166 229 2056 259 1228 778 522 467 43 203 161 216 51 706 116 427 388 134 1831 587 85 225 42
internal_count=1324563 5303 5044 2593 1815 2451 395 166 229 2056 259 1228 778 522 467 43 203 161 216 51 706 116 427 388 134 1831 587 85 225 42
is_linear=0
shrinkage=0.05


Tree=589
num_leaves=31
num_cat=0
split_feature=80 72 38 99 31 85 100 73 3 117 117 7 61 15 13 84 91 121 92 75 2 73 5 21 55 22 120 36 35 121
split_gain=1.67432 5.95447 4.84796 4.56587 5.1526 7.76726 4.47709 4.39296 4.3604 4.59944 4.28665 4.40883 4.26114 6.35527 5.21373 4.7652 4.25637 4.18644 6.73072 3.98484 5.35604 4.38526 5.21134 3.77096 3.73392 3.62956 5.19862 3.53104 3.55981 3.50874
threshold=346.37513732910162 0.35229548811912542 8.0500001907348651 -0.082505092024803148 1016.5499877929689 0.91440272331237804 0.93922036886215221 0.59907835721969616 2.5000000000000004 0.97625884413719188 0.97988739609718334 12.650000095367433 0.32596212625503546 1.2849999666213991 1.6950000524520876 0.85599827766418468 -0.18142416328191754 -0.44618082046508784 0.23892765492200854 0.35743416845798498 345.50000000000006 0.43970192968845373 8.7500000000000018 5.4449999332427987 0.74500000476837169 5.6050000190734872 -0.026175950653851029 11.050000190734865 11.949999809265138 -0.07845610752701758
decision_type=2 2 2 2 2 2 2 2 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 7 5 16 -2 8 9 -4 -10 19 13 -9 15 -15 -5 -16 27 23 -21 -22 -23 -12 -8 26 -6 28 -19 -20
right_child=1 2 3 4 25 -7 24 12 10 -11 11 -13 -14 14 17 -17 -18 18 29 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.5944154510538143e-06 0.0094382736725728382 -0.02417132276231828 -0.0022903603283339182 -0.014430331773058112 -0.032182345157489183 -0.028453191498970139 -0.023309128713749707 0.022971629488625026 -0.001286595291690901 0.021746032832957368 0.011041662333215156 0.0045867535049125318 -0.00094331234109239822 0.0090698628134473613 -0.0078681766910257897 -0.015608294034035694 0.0011369308955339796 0.013147245277650654 -0.0020231943428335552 -0.0076328311931372671 -0.03805389976395028 -0.031107186706316087 -0.0049126445296771674 -0.012762318652988013 0.0061666828664866365 0.0028439789673991803 0.00095351230481575283 0.0178531332516597 -0.006243013817726112 0.0056971993207023397
leaf_weight=1319260 216 23 48 84 20 51 21 38 550 34 41 63 2442 27 76 71 92 56 309 242 28 31 49 28 22 173 29 117 41 281
leaf_count=1319260 216 23 48 84 20 51 21 38 550 34 41 63 2442 27 76 71 92 56 309 242 28 31 49 28 22 173 29 117 41 281
internal_value=-1.96967e-06 -0.000888629 -0.00126829 -0.00116337 -0.00597472 -0.0112716 0.00650518 -0.000690869 -0.00342151 0.00767595 -0.00430329 -0.00774558 0.000188813 0.00290992 0.00213043 -0.00880921 -0.0062929 0.00334871 0.00440901 -0.00959984 -0.0117648 -0.0210236 -0.015063 0.00138208 -0.00822848 -0.000558499 -0.0125713 0.0120051 0.00495136 0.00165381
internal_weight=1.32456e+06 5303 5044 5021 449 227 259 4572 1114 82 1032 482 3458 1016 978 98 176 880 804 419 350 108 80 69 43 222 49 214 97 590
internal_count=1324563 5303 5044 5021 449 227 259 4572 1114 82 1032 482 3458 1016 978 98 176 880 804 419 350 108 80 69 43 222 49 214 97 590
is_linear=0
shrinkage=0.05


Tree=590
num_leaves=31
num_cat=2
split_feature=136 36 55 40 111 95 83 32 56 54 10 110 122 117 109 35 79 64 86 120 65 31 0 15 20 72 127 130 37 136
split_gain=1.82154 8.14806 6.82833 6.0944 5.5868 7.07159 8.67389 5.27781 5.18475 5.16577 5.1585 6.56727 6.20859 6.70282 5.0436 10.6097 17.6267 10.9995 8.65899 7.07646 7.36638 9.40338 8.91262 6.32816 8.11811 7.38321 7.2838 6.83273 6.59192 6.09463
threshold=0 9.2500000000000018 1.7649999856948855 9.5500001907348651 0.34753832221031195 -0.60968726873397816 303.87573242187506 10.750000000000002 310.78781127929693 0.97500002384185802 1.7500000000000002 0.98357480764389049 0.28400452435016638 0.94260558485984813 0.13739181309938434 14.750000000000002 1.7450000047683718 3.7250000238418584 0.48616161942482 -0.88697704672813404 2.2849999666213994 1015.7500000000001 95.500000000000014 1.0649999976158144 6.2149999141693124 0.6116064488887788 0.90992662310600292 214.50000000000003 13.34999990463257 1
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 1
left_child=8 2 4 -4 -2 7 -7 -6 -1 -8 12 -12 13 -10 15 19 18 -18 -17 -3 21 22 -21 24 29 26 -26 -25 -29 -22
right_child=1 14 3 -5 5 6 9 -9 10 -11 11 -13 -14 -15 -16 16 17 -19 -20 20 23 -23 -24 27 25 -27 -28 28 -30 -31
leaf_value=-4.4446445247147333e-05 -0.0087128067182550822 0.0018802332157676401 -0.0040182738583106501 -0.027123731978494547 0.0044804568213617632 0.00021236534018092857 -0.011957883617560233 0.025669614755315706 -0.011685458413225965 -0.00048620030998629575 -0.00062748570626386044 -0.0066961451080106123 0.0020780403615839513 0.012272413821483497 2.7880889454842523e-05 -0.012739903801120818 0.0062518770442431598 0.0019167589238093319 -0.0013921340587894808 0.0062969547200441185 -0.0033881492363939795 0.0044069072536072383 -0.0029432618837726332 2.6371183566419703e-06 0.0030916158323896548 -0.0034141212656316473 0.029723734955769035 -0.012268168538953413 -0.0014577168172635162 -0.014913005686970213
leaf_weight=508558 199 5477 1796 29 360 2355 259 32 333 158 10284 466 166 32 736168 185 1778 8265 1841 338 287 2018 1145 40668 309 869 28 219 396 207
leaf_count=508558 199 5477 1796 29 360 2355 259 32 333 158 10284 466 166 32 736168 185 1778 8265 1841 338 287 2018 1145 40668 309 869 28 219 396 207
internal_value=5.00054e-06 5.20955e-05 -0.00192303 -0.00438543 -0.000586752 -7.56634e-05 -0.000964571 0.00621018 -6.79633e-05 -0.0076113 -0.00112818 -0.000890555 -0.00593896 -0.00958504 6.49016e-05 0.000490538 0.001826 0.00268424 -0.00242833 0.000180348 -1.99416e-05 0.00218551 -0.000837265 -0.000199577 -0.00318924 -0.000977859 0.00530437 -7.64658e-05 -0.00530729 -0.00858786
internal_weight=1.32522e+06 805386 5188 1825 3363 3164 2772 392 519839 417 11281 10750 531 365 800198 64030 12069 10043 2026 51961 46484 3501 1483 42983 1700 1206 337 41283 615 494
internal_count=1325225 805386 5188 1825 3363 3164 2772 392 519839 417 11281 10750 531 365 800198 64030 12069 10043 2026 51961 46484 3501 1483 42983 1700 1206 337 41283 615 494
cat_boundaries=0 1 2
cat_threshold=2720 69
is_linear=0
shrinkage=0.05


Tree=591
num_leaves=31
num_cat=3
split_feature=94 62 95 70 19 56 28 35 136 2 52 71 136 13 67 132 61 67 12 52 121 36 2 33 36 37 52 40 136 15
split_gain=1.79581 8.28305 4.86985 7.4389 6.28733 6.79712 6.18144 12.6229 9.53661 7.21245 8.34772 6.99022 6.71876 7.80281 9.97045 9.30475 8.58212 10.5283 7.1587 7.81002 14.6653 7.29732 6.8973 9.33208 6.88508 6.83866 10.7725 10.4812 9.32541 8.74454
threshold=-0.46635219454765314 0.27010288834571844 -0.23534607142210004 234.54551696777347 7.4149999618530282 251.92370605468753 1022.1499938964845 15.949999809265138 0 310.50000000000006 0.58499997854232799 274.45588684082037 1 1.3550000190734866 15.375000000000002 1019.4500122070314 0.63406053185462963 4.5050001144409189 1.4149999618530276 3.4650000333786015 0.061046212911605842 10.650000095367433 148.50000000000003 16.050000190734867 11.550000190734865 11.650000095367433 11.954999923706056 9.2500000000000018 2 2.3249999284744267
decision_type=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 1 2
left_child=1 -1 4 -4 5 -3 12 8 -8 -10 -11 -9 18 14 15 16 17 22 19 24 -21 -22 23 -14 -6 26 27 28 -15 -28
right_child=-2 2 3 -5 6 -7 7 11 9 10 -12 -13 13 25 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0010770695869645026 -2.2007887798352894e-05 0.0013591672487326685 -0.0028069004730731724 -0.00027241222863421235 -0.0041830769803851272 -0.00099419195876779796 0.0084140330261789839 -0.00022686473711640862 0.0037002536986952324 0.013421002339519976 -0.0033794676953787205 -0.018752140411228507 0.002723105962701788 0.0072408108954405484 0.010737629227551532 0.014167480379523291 -0.00082541881868135976 0.0022232827509442326 0.00017630397630861484 -0.0014930513162883232 -0.0035018304001707109 0.0084903416974565684 3.7929157329563462e-05 -0.00049629998336723124 -0.0013484366337054845 -0.0004239208812453331 0.01460951309763568 0.024284383068059356 -3.1923796654479736e-05 -0.00068398341351863122
leaf_weight=21046 1094102 17579 3192 31129 3225 3717 632 98 1488 81 848 106 6200 471 238 124 10795 9555 10355 2285 156 679 32666 3534 6380 58811 263 47 5278 145
leaf_count=21046 1094102 17579 3192 31129 3225 3717 632 98 1488 81 848 106 6200 471 238 124 10795 9555 10355 2285 156 679 32666 3534 6380 58811 263 47 5278 145
internal_value=4.74361e-06 0.000131381 3.664e-05 -0.00050813 0.000143021 0.000948412 3.19783e-05 0.00218848 0.00299413 0.00153576 -0.00191463 -0.00985274 -1.44158e-05 0.000127059 0.000523097 0.000484432 0.000457393 0.00072393 -0.000799514 -0.00159422 0.000579178 0.00624989 0.000386045 0.00155428 -0.0023002 -0.000257367 0.00132149 0.0007687 0.000576451 0.00917432
internal_weight=1.32522e+06 231123 210077 34321 175756 21296 154460 3253 3049 2417 929 204 151207 128127 63112 62874 62750 51955 23080 12725 3120 835 42400 9734 9605 65015 6204 5796 5749 408
internal_count=1325225 231123 210077 34321 175756 21296 154460 3253 3049 2417 929 204 151207 128127 63112 62874 62750 51955 23080 12725 3120 835 42400 9734 9605 65015 6204 5796 5749 408
cat_boundaries=0 1 2 3
cat_threshold=5381 4244 2
is_linear=0
shrinkage=0.05


Tree=592
num_leaves=31
num_cat=2
split_feature=106 32 136 64 20 30 103 54 67 79 94 118 123 78 37 84 83 125 57 25 4 98 117 31 136 98 35 54 63 14
split_gain=1.68529 3.66853 3.24704 4.55565 4.41681 3.63404 5.45928 3.29665 5.63819 3.18497 3.15424 4.40725 4.35846 4.12545 3.97231 4.19755 3.43018 3.37958 3.18744 5.13371 3.17256 2.83582 2.7177 2.70195 2.61787 3.19575 2.99246 2.85526 2.60398 2.58027
threshold=1.0000000180025095e-35 12.050000190734865 0 2.1149998903274541 5.7750000953674325 1023.9500122070314 0.94037199020385753 3.1650000810623173 37.354999542236335 4.4649999141693124 0.56132504343986522 0.95878320932388317 -0.095842104405164705 37.655000686645515 12.050000190734865 0.77325645089149486 330.37434387207037 0.68832838535308849 243.71644592285159 287.50000000000006 3.7500000000000004 -0.86480304598808277 -0.99353402853012074 1010.6499938964845 1 0.09680477157235147 15.050000190734865 0.33500000834465032 0.37280187010765081 1.7450000047683718
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 1 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 8 -5 -2 11 14 16 -14 15 -3 20 24 19 -19 -12 -6 -9 -24 25 27 -26 -16 -13 -20
right_child=1 10 -4 7 21 -7 -8 22 -10 -11 12 28 13 -15 17 -17 -18 18 29 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=9.8202937497862709e-06 -0.015102026947780945 0.00087593142850824672 0.00310860105342192 0.005679571760232708 -0.005356664898303839 0.0073465749000509581 -0.028989980729030713 0.0075681862570153371 -0.019740282614593922 0.0015740348100662231 -0.023220616871757166 0.019354014902464339 -0.0045050488510572266 0.0074153246061455097 0.015767733356915416 -0.0067138845811993116 -0.028898246971697645 -0.0026505409154570971 -0.0099165649467492286 0.021748025177253619 0.0012334650576425097 0.011998762075009562 -0.0043542359175412588 0.00038460416810454437 0.0020223635474063291 0.007438672313347482 -0.001590343318429818 -0.0015391856877571318 0.0016402431704081234 -0.0016882750131646644
leaf_weight=1313584 67 270 1045 423 52 24 42 97 23 50 21 42 534 84 24 560 29 107 240 27 36 43 436 970 1878 105 825 3388 41 158
leaf_count=1313584 67 270 1045 423 52 24 42 97 23 50 21 42 534 84 24 560 29 107 240 27 36 43 436 970 1878 105 825 3388 41 158
internal_value=4.51232e-06 -0.000594446 0.000825105 -0.0002592 -0.00624818 -0.010789 -0.0135265 0.000593723 0.00436868 -0.0079755 -0.00114944 -0.000855264 -0.0043524 -0.0028848 -0.000980707 -0.00424491 -0.0148986 -0.00057945 -0.00440439 0.00226559 -0.00777593 0.00249895 -0.000526458 -0.00108491 -0.000252301 -0.00114978 0.000916316 -0.00141745 0.0106038 -0.00665006
internal_weight=1.32522e+06 11641 3272 2227 278 183 159 1949 446 117 8369 7665 704 618 7582 830 86 6752 532 134 57 95 1503 1406 6220 3517 2703 3412 83 398
internal_count=1325225 11641 3272 2227 278 183 159 1949 446 117 8369 7665 704 618 7582 830 86 6752 532 134 57 95 1503 1406 6220 3517 2703 3412 83 398
cat_boundaries=0 1 2
cat_threshold=2706 4882
is_linear=0
shrinkage=0.05


Tree=593
num_leaves=31
num_cat=4
split_feature=92 60 13 123 136 110 124 33 95 107 52 39 81 74 136 35 13 5 24 26 111 85 136 79 116 0 95 136 123 77
split_gain=1.62838 7.63182 6.69148 6.25345 7.69483 9.10864 7.47856 6.97678 6.42168 6.7626 6.40962 7.91181 9.25243 7.99023 7.41988 6.33228 10.6296 7.1054 6.92652 6.30274 6.61791 6.19967 7.66519 8.68055 6.14835 6.0156 5.97204 6.33237 7.52909 7.31445
threshold=-0.26110549271106714 0.26826338469982153 2.7350000143051152 0.026175950653851036 0 0.56022506952285778 0.38266885280609136 11.550000190734865 -0.48842075467109675 -0.44095939397811884 2.6550000905990605 17.650000572204593 293.37413024902349 0.49835011363029486 1 16.849999427795414 1.0850000381469729 6.6499998569488534 319.50000000000006 299.50000000000006 0.69131639599800121 0.84285914897918712 2 16.945000648498539 0.90255093574523937 147.50000000000003 -0.48842075467109675 3 -0.78257837891578663 0.89499998092651378
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2
left_child=1 2 -1 8 5 7 -6 -5 9 -3 14 13 -13 -12 15 24 -17 -18 -19 20 -7 22 -15 -24 -10 -21 27 -2 29 -29
right_child=26 3 -4 4 6 19 -8 -9 10 -11 11 12 -14 21 -16 16 17 18 -20 25 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00077383553515460494 -0.0013955682975180985 5.7952550971146925e-05 0.0046242743054751402 0.0040552739996936168 -0.00035388751815260914 0.005160688677278813 0.0013577149152504075 0.00046977555052102869 0.0011854635317115841 0.0026455090629826225 -0.0031173825793328058 -0.0019957105452598507 0.0035289850378148798 0.0011506809617200916 -0.00026664722557673547 0.033145320788025859 -0.00039130154007580134 0.0023248099658178959 0.023439728598817287 -0.0046943493146858542 0.014869982946783903 -0.0017472227257575362 -0.0020129784201147142 0.0024166150190878745 0.025597148546232629 0.0036701105129086013 2.1226649075608077e-06 -0.0057270032832006804 -0.00052940545552353116 0.0018680504714040894
leaf_weight=22834 15603 135562 1187 1564 22871 824 8852 10238 3241 2573 4760 1240 1949 6109 29275 38 220 73 83 264 223 11342 6246 1344 26 1157 1002894 336 26691 5606
leaf_count=22834 15603 135562 1187 1564 22871 824 8852 10238 3241 2573 4760 1240 1949 6109 29275 38 220 73 83 264 223 11342 6246 1344 26 1157 1002894 336 26691 5606
internal_value=4.28788e-06 0.000112826 0.000964105 3.10555e-05 0.000557741 0.00152153 0.00012368 0.000944925 -8.76416e-05 0.00010615 -0.000493571 -0.000986255 0.00138078 -0.00123955 -3.79487e-07 0.00211223 0.00794359 0.0053966 0.013559 0.00428502 0.00722867 -0.000882597 -0.000166736 -0.00122699 0.00137974 0.00211612 -2.40147e-05 -0.000567447 -0.000171012 0.00143858
internal_weight=1.32522e+06 274095 24021 250074 45993 14270 31723 11802 204081 138135 65946 32990 3189 29801 32956 3681 414 376 156 2468 1047 25041 13699 7590 3267 1421 1.05113e+06 48236 32633 5942
internal_count=1325225 274095 24021 250074 45993 14270 31723 11802 204081 138135 65946 32990 3189 29801 32956 3681 414 376 156 2468 1047 25041 13699 7590 3267 1421 1051130 48236 32633 5942
cat_boundaries=0 1 2 3 4
cat_threshold=2625 1030 3361 228
is_linear=0
shrinkage=0.05


Tree=594
num_leaves=31
num_cat=2
split_feature=106 32 136 33 52 64 72 31 125 4 12 101 28 33 95 127 65 67 8 37 111 12 35 136 64 37 70 62 117 120
split_gain=1.56767 3.29603 3.03168 3.41429 3.26233 3.09525 3.66499 3.24268 3.10571 2.94833 4.3072 4.89875 4.21382 3.86292 3.59256 3.63651 3.16404 2.806 2.81974 2.75083 3.04994 2.62605 3.36575 3.32234 3.35511 2.97002 3.23288 2.96636 2.67793 2.98753
threshold=1.0000000180025095e-35 12.050000190734865 0 13.250000000000002 1.7749999761581423 2.3649998903274541 0.66012340784072887 997.35000610351574 0.96359375119209301 9.7500000000000018 1.6150000095367434 0.061396753415465362 1011.9500122070314 14.550000190734865 -0.8177676498889922 0.55191597342491161 12.824999809265138 16.724999427795414 12.949999809265138 13.650000095367433 0.057708380743861205 2.4050000905990605 17.150000572204593 1 14.414999961853029 11.550000190734865 175.23878479003909 0.40302513539791113 -0.89490029215812672 0.1650413200259209
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 1 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 -4 -7 -8 10 11 -3 -11 17 -13 16 -16 18 -14 -17 -21 22 23 24 -12 -23 27 -27 29 -25
right_child=1 9 3 -5 -6 7 8 -9 -10 12 21 14 13 -15 15 19 -18 -19 -20 20 -22 25 -24 28 -26 26 -28 -29 -30 -31
leaf_value=9.1926866699871075e-06 0.016547039114870134 -0.0004085791823753653 -0.0017230910815163852 0.020209786612983973 0.0030691967224993279 -0.0073299972482777399 -0.00581302239978686 0.0011817896593358951 -0.026162331401525685 -0.0011696540424113006 0.0051485579409631171 -0.012270132094638906 -0.0042712124726248853 0.0027740383664002785 -0.0013142941704264329 0.00070695646470138698 -0.019067470414134174 -0.0022749553060610636 -0.013217215258162468 0.0026531639370929311 -0.015802365579848526 -0.0095899025161405305 -0.0097443781614480231 0.01116832664782683 0.019895104933530094 0.014564190506387284 -0.00085155771848392271 -0.00031598095401105559 0.00028951513475706961 -0.0010191949490435059
leaf_weight=1313584 50 1842 401 21 440 118 50 2162 30 1338 270 135 136 104 723 51 26 165 250 27 131 89 58 130 45 68 1591 66 1042 82
leaf_count=1313584 50 1842 401 21 440 118 50 2162 30 1338 270 135 136 104 723 51 26 165 250 27 131 89 58 130 45 68 1591 66 1042 82
internal_value=4.07329e-06 -0.000573605 0.000771948 0.000124647 0.0043556 -2.76679e-05 -0.00367252 0.000741267 -0.013444 -0.00109967 -0.000574984 -0.00198211 -0.00277825 -0.00606421 -0.00463392 -0.00355784 -0.00193056 -0.00773241 -0.0100653 -0.00938957 -0.0126486 0.000625219 0.00208371 0.00252095 0.00703197 -0.000682921 -0.000223373 0.00723515 0.00132119 0.00645429
internal_weight=1.32522e+06 11641 3272 2782 490 2761 481 2280 80 8369 6376 2935 1993 655 1093 958 749 551 386 209 158 3441 1627 1569 315 1814 1725 134 1254 212
internal_count=1325225 11641 3272 2782 490 2761 481 2280 80 8369 6376 2935 1993 655 1093 958 749 551 386 209 158 3441 1627 1569 315 1814 1725 134 1254 212
cat_boundaries=0 1 2
cat_threshold=261 3232
is_linear=0
shrinkage=0.05


Tree=595
num_leaves=31
num_cat=2
split_feature=54 67 136 43 31 35 98 12 29 39 54 36 11 54 57 35 78 78 64 136 83 125 52 22 31 114 31 53 30 108
split_gain=1.78999 4.02973 7.47037 10.3017 14.6304 8.31605 6.56327 8.35463 6.67248 9.57162 9.28032 9.27193 7.99307 7.07002 6.6784 7.48203 7.73001 6.58882 6.17419 6.33903 6.99291 7.93921 7.26619 6.26537 6.09203 6.07783 6.03702 8.65505 8.81626 8.0557
threshold=27.394999504089359 12.135000228881838 0 8.8499999046325701 1018.9500122070314 14.750000000000002 -0.51753082871437062 2.7350000143051152 1013.6499938964845 12.750000000000002 1.2050000429153445 19.050000190734867 10.650000095367433 0.86500000953674328 231.52017211914065 16.349999427795414 12.805000305175783 26.285000801086429 17.045000076293949 1 301.31692504882818 0.97988739609718334 0.99500000476837169 8.4849996566772479 1007.0499877929689 -0.87878364324569691 1011.8500061035157 6.8650000095367441 1015.8500061035157 -0.81643056869506825
decision_type=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 2 2 2
left_child=1 18 3 6 26 -6 8 -8 9 10 17 13 -13 25 -11 16 -16 -3 -1 20 -20 22 -22 -23 -17 -10 29 28 -28 -5
right_child=-2 2 -4 4 5 -7 7 -9 11 14 -12 12 -14 -15 15 24 -18 -19 19 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.4331582775257333e-05 -0.00019433133142062408 0.0028701724090933571 7.0962241412106684e-05 0.0052949286573233884 -0.0060404156673642484 -0.029908425233473902 -0.0029509735824171748 0.0015519334785802055 0.016276487757760846 0.0017642816514787476 0.0032633223919832479 0.0086864614128254504 -0.016517258920904363 0.0015150329162223702 -0.0075092725379251523 -0.017896195190648237 -0.0016280577247275202 -0.010318857953982311 0.00043365487210328987 8.363387117522864e-05 0.013059355276388128 -0.001581297494460839 0.0034243908009224376 -0.027793275425210595 0.0014831904902007391 0.0043132663952017859 0.0028373305027209294 0.0071703563001959854 -0.0061965443353474772 -0.0070308224067376305
leaf_weight=1029016 106259 160 131959 182 921 38 2085 2036 136 1364 2887 673 33 19759 943 42 1371 232 4564 12419 206 455 3906 24 1177 484 729 537 429 488
leaf_count=1029016 106259 160 131959 182 921 38 2085 2036 136 1364 2887 673 33 19759 943 42 1371 232 4564 12419 206 455 3906 24 1177 484 729 537 429 488
internal_value=2.4877e-06 1.96406e-05 0.000246504 0.000877324 -0.00177693 -0.00698618 0.00114188 -0.000726291 0.00140499 0.000192479 0.00228315 0.00187516 0.00750838 0.00168 -0.00120742 -0.00235472 -0.00402477 -0.00493558 -1.67808e-05 0.000820342 0.00181763 0.00319742 0.00390708 -0.00289463 0.000815484 0.00693746 0.000335397 0.00192364 -0.000509416 -0.00368263
internal_weight=1.32551e+06 1.21926e+06 168665 36706 3324 959 33382 4121 29261 8176 3279 21085 706 20379 4897 3533 2314 392 1.05059e+06 21574 9155 4591 4112 479 1219 620 2365 1695 1158 670
internal_count=1325514 1219255 168665 36706 3324 959 33382 4121 29261 8176 3279 21085 706 20379 4897 3533 2314 392 1050590 21574 9155 4591 4112 479 1219 620 2365 1695 1158 670
cat_boundaries=0 1 2
cat_threshold=5140 1297
is_linear=0
shrinkage=0.05


Tree=596
num_leaves=31
num_cat=1
split_feature=6 76 19 13 35 136 69 68 5 118 36 73 73 35 125 31 75 55 31 74 13 56 75 36 22 75 71 59 105 33
split_gain=1.67979 5.2492 8.15232 5.09008 5.01805 5.1882 4.73424 4.38556 5.22003 4.91522 4.55549 6.21304 5.91594 4.93744 5.87783 4.4348 4.19858 6.06228 4.3637 4.18172 4.16566 4.1947 4.15333 4.14427 6.19294 4.13818 6.4753 4.44147 4.1284 4.10947
threshold=10.050000190734865 17.685000419616703 6.9049999713897714 1.8650000095367434 12.050000190734865 0 333.33952331542974 321.55033874511724 11.84999990463257 0.97233289480209362 13.050000190734865 0.31196443736553198 0.32429338991642004 12.34999990463257 0.88697704672813427 1015.3500061035157 0.86377733945846569 0.74500000476837169 1015.4500122070314 0.89642861485481273 1.6250000000000002 264.10458374023443 0.9157068431377412 9.0500001907348651 5.5850000381469735 0.51227614283561718 283.32850646972662 313.41673278808599 -0.81350332498550404 11.650000095367433
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 -1 -3 4 5 -4 7 9 10 -2 12 15 -9 16 19 -12 -14 -18 -19 -15 -8 -22 -20 24 -23 27 -27 28 -6 -5
right_child=6 2 3 29 25 -7 20 8 -10 -11 11 -13 13 14 -16 -17 17 18 22 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-8.3067806361774478e-06 -0.00015443365287616116 0.0020157361024984708 -0.010571498015433946 0.00062573680611815443 0.012348307164904032 0.00063501531710750091 -0.01409608240131862 -0.015582441279986065 -7.7828765387932928e-06 0.0041134175594500213 0.020499216332765566 -0.0015681242776718887 -0.00024753662345543758 -0.0095134139165184619 0.00086061211258224026 -0.0044888888557369899 -0.032358584484212437 0.0021953696032820302 -0.014710270261019467 -0.03025448124210995 0.0051525565428755197 0.0098923498933965529 0.0049990763488013358 0.0015136212304647908 -0.015758597140950039 -0.003129695152773105 0.0042655867232575216 0.019938299438115537 0.0033947006221968362 -0.00011198432901770986
leaf_weight=1089637 135674 7088 103 30458 167 1193 39 113 3208 678 56 1460 890 372 146 26 22 118 125 26 850 33 34 1272 82 431 945 57 562 49649
leaf_count=1089637 135674 7088 103 30458 167 1193 39 113 3208 678 56 1460 890 372 146 26 22 118 125 26 850 33 34 1272 82 431 945 57 562 49649
internal_value=2.36337e-06 2.21071e-05 0.000387678 0.000249586 0.00212779 -0.000332296 -0.000158102 -0.000194124 -0.00145329 -0.000133212 -0.002822 -0.000815964 -0.00449769 -0.00377491 -0.00772051 0.0125762 -0.00196969 -0.00709582 -0.00508939 -0.0108684 0.00210435 0.00238679 -0.0104957 0.00069183 -0.00839789 0.00360248 0.00194919 0.00649678 0.0054458 0.000168509
internal_weight=1.32551e+06 1.18029e+06 90653 83565 3458 1296 145224 142948 6596 136352 3388 1542 1846 1733 544 82 1189 299 277 398 2276 2237 159 1387 115 2162 1376 786 729 80107
internal_count=1325514 1180290 90653 83565 3458 1296 145224 142948 6596 136352 3388 1542 1846 1733 544 82 1189 299 277 398 2276 2237 159 1387 115 2162 1376 786 729 80107
cat_boundaries=0 1
cat_threshold=258
is_linear=0
shrinkage=0.05


Tree=597
num_leaves=31
num_cat=3
split_feature=108 55 66 37 87 3 55 96 136 17 94 53 33 34 6 38 76 93 31 21 95 31 5 136 15 56 136 126 19 93
split_gain=1.65525 5.2483 6.29646 5.98526 5.62597 5.42844 4.89667 4.66725 5.03464 4.34411 4.27411 4.58104 4.47454 4.16701 4.04318 3.8958 4.82498 3.83311 7.65944 6.36418 3.43326 3.42237 3.94385 3.41202 3.79575 3.59268 3.22921 4.10247 3.99652 4.09387
threshold=-0.81643056869506825 2.6350001096725468 23.535000801086429 14.250000000000002 0.59975415468215953 148.50000000000003 25.804999351501468 -0.88265299797058094 0 13.344999790191652 -0.26075929403305048 2.5349999666213994 13.449999809265138 16.650000572204593 0.65000000596046459 17.44999980926514 10.654999732971193 -0.8161279261112212 1013.9500122070314 5.305000066757203 -0.28373548388481135 1010.3500061035157 1.7500000000000002 1 1.1150000095367434 298.57997131347662 2 0.18222858756780627 11.120000362396242 -0.80102500319480885
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 1 2 2 1 2 2 2
left_child=1 13 3 5 9 23 20 10 -9 14 12 -12 -6 26 -5 16 21 18 19 -7 -4 -14 -23 -3 -25 -26 27 -1 -28 -30
right_child=-2 2 6 4 7 17 -8 8 -10 -11 11 -13 15 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 25 -27 28 -29 29 -31
leaf_value=0.0035577344785791137 1.0384000654446918e-05 0.00051367276929335088 -0.00038464708029636033 -0.023847630522821264 0.013899292400067985 -0.013232195375409598 -0.00059448834431398672 0.0077664130884377118 -0.0014274765870253663 -0.000122849430896322 -0.0086581731496249981 0.0028441998290710075 -0.017937617529241834 -0.0040551074828567898 -0.0062638585620551513 0.006972806618946112 0.0020612362458232894 -0.0012260720051444321 0.008667650293791667 0.0022291786927935851 0.0031830548929351562 0.0081136236989461791 -0.0086314115473229494 -0.0088032695928542716 -0.0027321608782518427 -0.0090228834530927064 0.0013262818807542609 -0.0083857538144414632 -0.010330886744386964 -0.00097003203451119947
leaf_weight=1739 1297949 634 1014 46 36 96 4664 480 216 188 94 1094 80 383 113 68 142 5096 300 217 2013 41 247 305 4507 239 2708 75 146 584
leaf_count=1739 1297949 634 1014 46 36 96 4664 480 216 188 94 1094 80 383 113 68 142 5096 300 217 2013 41 247 305 4507 239 2708 75 146 584
internal_value=2.24146e-06 -0.000381165 -0.000730891 -0.00135355 0.000697936 -0.00186579 0.000421891 0.00152663 0.00500421 -0.00526773 0.000183462 0.00193408 -0.00320373 0.00097988 -0.011351 -0.00426897 -0.00576787 -0.000776726 0.00295879 -0.00251297 0.00198793 -0.00878888 -0.00624757 -0.00295946 -0.00338971 -0.00304895 0.00134705 0.00304713 0.000439897 -0.0028422
internal_weight=1.32551e+06 27565 21930 14239 2845 11394 7691 2498 696 347 1802 1188 614 5635 159 578 510 5709 613 313 3027 368 288 5685 5051 4746 5252 1814 3438 730
internal_count=1325514 27565 21930 14239 2845 11394 7691 2498 696 347 1802 1188 614 5635 159 578 510 5709 613 313 3027 368 288 5685 5051 4746 5252 1814 3438 730
cat_boundaries=0 1 2 3
cat_threshold=1858 7232 1575
is_linear=0
shrinkage=0.05


Tree=598
num_leaves=31
num_cat=2
split_feature=54 62 35 87 1 18 85 52 136 53 86 54 129 135 111 73 34 95 38 136 101 93 98 100 29 57 39 53 34 4
split_gain=1.59538 3.70551 4.03299 4.04727 4.03345 4.33881 3.84291 3.35525 5.90157 5.79268 5.70475 5.33452 5.2151 4.99929 9.35693 8.82662 5.15525 4.88124 5.16729 8.06102 10.3175 8.4001 7.1023 6.38245 6.36293 17.0661 9.06452 7.76369 5.97725 6.77131
threshold=27.394999504089359 0.71840181946754467 17.44999980926514 0.85869845747947704 319.50000000000006 15.405000209808351 0.81598025560379039 7.2950000762939462 0 7.5250000953674325 0.71451625227928173 5.4749999046325692 337.50000000000006 1017.7500000000001 -0.14721403270959851 0.81839337944984447 15.750000000000002 -0.9836764633655547 15.750000000000002 1 0.46188624203205114 0.40540668368339544 -0.66311502456665028 0.067914202809333815 1014.7500000000001 250.36621856689456 16.550000190734867 9.6350002288818377 15.050000190734865 8.1500000953674334
decision_type=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 2 2 2
left_child=7 2 -2 4 -4 -6 -5 -1 -9 10 -10 -12 13 17 -15 -16 -17 -11 -19 20 24 23 -22 -21 28 26 -26 -28 -20 -30
right_child=1 -3 3 6 5 -7 -8 8 9 12 11 -13 -14 14 15 16 -18 18 19 21 22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-1.4930050940475314e-05 -0.0006164489813514437 -2.0506045115507613e-05 -0.0034121677125646486 -0.019821639421861621 -0.018488861155146582 -0.00074373408016678404 0.0032438175749942484 -0.00064056618587773006 -0.00084443422095971377 -0.0015177362806567517 0.0024973762019331537 0.00079180455061743187 0.0032685475134345224 -0.010175919011260212 -0.0040200346527741199 0.0020632589586277333 -0.018537886951479218 0.00012259569854841909 0.0089681974238232775 0.0010367833431201834 0.0011604740707360514 0.0023284881782511258 -0.0069019257036042961 -0.0016604721339716023 0.0060563856566191792 0.0039748128748890001 0.0061260614976552984 0.027607234543707421 -0.0013587744404690556 0.0080500111588792476
leaf_weight=1050399 24244 81399 240 20 122 48 186 17621 3481 3970 6762 14237 1361 303 1258 1488 31 99877 251 3839 2194 3698 312 5116 140 1481 56 169 973 238
leaf_count=1050399 24244 81399 240 20 122 48 186 17621 3481 3970 6762 14237 1361 303 1258 1488 31 99877 251 3839 2194 3698 312 5116 140 1481 56 169 973 238
internal_value=2.13197e-06 -0.00018368 -0.000717962 -0.00471322 -0.007586 -0.0134785 0.00100445 1.83257e-05 0.000225199 0.000326093 0.00103026 0.00134102 0.000190125 0.000156712 -0.00183281 -0.000922488 0.00164283 0.000206811 0.000264663 0.00103302 0.00257225 0.000323461 0.000156696 -0.000504161 0.00440995 0.00636147 0.0160454 0.0222608 0.00194585 0.000490351
internal_weight=1.32551e+06 106259 24860 616 410 170 206 1.21926e+06 168856 151235 24480 20999 126755 125394 3080 2777 1519 122314 118344 18467 5814 12653 2506 8955 3308 1846 365 225 1462 1211
internal_count=1325514 106259 24860 616 410 170 206 1219255 168856 151235 24480 20999 126755 125394 3080 2777 1519 122314 118344 18467 5814 12653 2506 8955 3308 1846 365 225 1462 1211
cat_boundaries=0 1 2
cat_threshold=2050 4880
is_linear=0
shrinkage=0.05


Tree=599
num_leaves=31
num_cat=0
split_feature=98 62 63 9 73 52 58 22 88 24 94 88 92 22 79 84 5 11 16 83 124 97 61 113 79 91 130 53 39 55
split_gain=1.54853 3.90052 3.10499 3.57126 3.70717 4.63516 3.59979 3.22946 2.33371 2.34279 3.47837 3.14024 2.17867 2.16904 2.10597 2.206 2.04094 2.02902 1.95578 3.23765 1.90348 1.75252 1.67331 1.59187 1.62422 1.58609 1.54396 3.55033 4.10264 3.19645
threshold=-0.99999317526817311 0.19054993242025378 0.33687680959701544 4.2500000000000009 0.52588066458702099 0.74500000476837169 192.0258712768555 5.2950000762939462 0.25886057317256933 300.50000000000006 -0.92225337028503407 -0.20107986032962796 -0.54127049446105946 5.9849998950958261 7.0050001144409189 0.83612054586410534 7.0499999523162851 2.6499999761581425 14.039999961853029 295.85211181640631 -0.11319890245795249 -0.99406304955482472 0.35306556522846227 -0.97988739609718312 6.5650000572204599 -0.13898239284753797 333.50000000000006 0.42499999701976782 11.050000190734865 1.3450000286102297
decision_type=2 2 2 2 2 2 2 2 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 3 6 5 16 -3 20 9 10 11 18 -6 -7 15 -11 -5 -8 19 -9 -4 -16 -19 24 -14 -1 -2 28 -28 -29
right_child=26 2 7 4 12 13 17 8 -10 14 -12 -13 23 -15 21 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.023269802491579738 -4.7631991040909041e-06 0.017176763845297198 -0.012034290500068621 0.04043743177538827 0.014449089063281143 0.001428395017449345 0.0060211206514698768 0.010030281577259303 0.017585136462002993 -0.0036682240952933699 0.0011100978901731396 0.0002700258366001601 0.0038954434618353843 0.021434404877945783 0.0036545570008456709 0.014676728289898322 0.018119559045881035 -0.015285132998334512 0.0064601365286348902 0.036330096732655713 -0.0019183278724085541 -0.013051207762766529 -0.0014814232486178693 0.0068756079087414004 -0.013360650495936474 -0.0047947264885386601 -0.00083589303883341835 -0.0021936269288745274 0.0097251545122292431 0.00081091509927313881
leaf_weight=21 1314216 24 67 21 37 42 36 25 22 57 1603 55 25 20 20 23 20 42 33 22 152 73 46 49 30 26 156 1007 224 7320
leaf_count=21 1314216 24 67 21 37 42 36 25 22 57 1603 55 25 20 20 23 20 42 33 22 152 73 46 49 30 26 156 1007 224 7320
internal_value=2.02513e-06 0.00122318 0.00148687 0.00557966 0.0092965 0.0165074 -0.000548097 0.000741339 0.0013933 0.00120689 0.00175923 0.00946707 0.00402899 0.00788195 -0.00434203 0.00160595 0.0295507 -0.00397872 0.01579 0.0223408 -0.00501317 -0.00945857 -0.00806956 0.00032184 -0.00551697 -0.0130495 -3.66553e-07 0.000663254 0.00538957 0.00044757
internal_weight=1.32551e+06 2591 2544 392 244 103 148 2152 1933 1911 1738 135 141 62 173 80 41 124 80 47 219 93 88 104 55 47 1.32292e+06 8707 380 8327
internal_count=1325514 2591 2544 392 244 103 148 2152 1933 1911 1738 135 141 62 173 80 41 124 80 47 219 93 88 104 55 47 1322923 8707 380 8327
is_linear=0
shrinkage=0.05


Tree=600
num_leaves=31
num_cat=0
split_feature=69 31 35 88 11 36 35 85 29 92 105 38 98 102 8 20 28 11 3 67 38 32 52 33 77 107 26 74 125 62
split_gain=1.99562 5.42961 5.76984 5.95805 5.59731 4.84413 10.0138 6.80429 8.01549 6.50723 6.45634 7.02269 6.12857 8.00822 6.09652 6.08466 6.07364 5.62661 6.9844 5.61681 5.48164 5.08966 4.89395 6.17859 4.81074 4.80109 4.66665 4.57251 4.53837 4.53221
threshold=321.47706604003912 1016.4500122070314 14.34999990463257 -0.76495158672332753 10.750000000000002 11.750000000000002 12.250000000000002 0.89339682459831249 1011.5499877929689 0.22767062485218051 -0.65631338953971852 19.150000572204593 -0.14461421221494672 0.89284664392471325 5.5499999523162851 5.7750000953674325 1010.9500122070314 5.8500001430511483 270.50000000000006 10.114999771118166 11.650000095367433 7.2500000000000009 15.635000228881838 9.8499999046325701 29.804999351501468 -0.22301888465881345 347.50000000000006 0.39744356274604803 -0.90255093574523915 0.28208120167255407
decision_type=2 2 2 2 2 2 2 2 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 25 4 -4 7 12 8 21 -9 17 15 13 -7 26 19 -16 18 -8 -12 22 -2 23 -18 -11 -3 29 -26 -25 -10
right_child=1 2 3 -5 -6 6 10 9 14 24 11 -13 -14 -15 16 -17 20 -19 -20 -21 -22 -23 -24 28 27 -27 -28 -29 -30 -31
leaf_value=5.7783212137807103e-06 0.012364225672596756 -0.0012758449288366924 -0.0059922943331712844 -0.001742783992842132 -0.019593859207848761 0.0030934133582003419 -0.0017848003836549717 -7.4897580865993351e-05 -0.0067408286859596475 -0.016387125678275796 0.0023876583449846038 0.010753271901102245 -0.0089078124432313832 0.012524179345928133 -0.021492044314240608 -7.3248419075593225e-05 0.012140149177782455 -0.0035772299442687443 0.0052056762390848077 0.012123928179484822 -0.0043007818536716516 -0.0042225497013076551 -0.0025182480899254896 -0.01252166075458707 -0.028457414855559665 0.0015677968990078965 -0.01395508278366904 -0.0045031237415144266 0.0039787432068993369 0.00090686690180169266
leaf_weight=1294018 48 8936 474 1006 90 1920 1147 393 266 143 1311 174 93 255 26 6368 241 1922 519 167 240 1268 270 43 21 1780 77 388 1350 713
leaf_count=1294018 48 8936 474 1006 90 1920 1147 393 266 143 1311 174 93 255 26 6368 241 1922 519 167 240 1268 270 43 21 1780 77 388 1350 713
internal_value=-3.81571e-06 -0.000396083 -0.00121824 -0.00404907 -0.00816276 0.000125584 0.000622894 -0.00113206 -0.000328925 -0.00499218 2.91767e-05 0.000817898 0.00366164 0.00419909 0.00101263 0.000597562 0.00252891 -0.00173379 0.000392905 0.00348776 0.00282021 -0.00361756 0.00371782 0.00474825 -0.00849307 -0.000803497 -0.00210323 -0.00573305 0.0034694 -0.00117106
internal_weight=1.32567e+06 31649 12286 1570 564 19363 13876 5487 4542 945 11608 8020 2268 2175 3226 7846 2170 3588 1666 1478 2144 1316 1904 1634 552 10716 1056 409 1393 979
internal_count=1325667 31649 12286 1570 564 19363 13876 5487 4542 945 11608 8020 2268 2175 3226 7846 2170 3588 1666 1478 2144 1316 1904 1634 552 10716 1056 409 1393 979
is_linear=0
shrinkage=0.05


Tree=601
num_leaves=31
num_cat=0
split_feature=69 31 92 29 9 36 35 16 85 29 92 61 83 4 28 98 102 38 53 83 32 8 109 16 22 1 42 64 108 124
split_gain=1.80105 4.90022 5.35947 5.01164 4.48361 4.37183 9.03743 6.82591 6.14087 7.23398 5.87277 5.7108 5.84961 5.59692 6.96305 5.53104 7.22742 5.50058 5.40547 4.8693 4.59342 4.5453 4.46162 5.10233 5.96288 5.91714 5.54503 4.92142 4.89493 4.07943
threshold=321.47706604003912 1016.4500122070314 0.81421884894371044 1014.9500122070314 15.150000095367433 11.750000000000002 12.250000000000002 8.0099999904632586 0.89339682459831249 1011.5499877929689 0.22767062485218051 0.55175557732582103 318.03001403808599 6.1499998569488534 1011.1499938964845 -0.14461421221494672 0.89284664392471325 11.650000095367433 14.074999809265138 351.78756713867193 7.2500000000000009 20.44999980926514 0.7187926471233369 9.5450000762939471 6.3450000286102304 194.50000000000003 10.34999990463257 31.814999580383304 0.96911594271659862 0.98624804615974437
decision_type=2 2 2 2 2 2 2 2 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 -5 8 15 11 9 20 -10 12 -8 19 -15 16 -7 18 -16 -11 -2 -12 -22 24 28 -26 29 -27 -24 -25
right_child=1 2 -4 4 -6 6 7 -9 10 13 21 -13 -14 14 17 -17 -18 -19 -20 -21 22 -23 23 26 25 27 -28 -29 -30 -31
leaf_value=5.4894058790951389e-06 0.011746014355351993 -0.0073128743192844075 0.00040146715492089721 -0.0018928567269776598 0.0029374085038584487 0.0029387426255819572 -0.0017387169034798007 -0.00059372522803643004 -7.1152715716255073e-05 -0.00062152686721002738 -0.0089928093942141431 0.01762612006937464 0.0036638421522380382 -0.019808269856554091 0.005751774457949113 -0.0084624218213702404 0.011897970283114095 -0.0042423692979970231 -0.0027367304322600569 -0.014214861987536584 0.0034754061876514624 0.014200961409898644 -0.0044316401429914725 -0.0088702860723824939 -0.0079526411826318175 0.0099999005712054084 0.015545538906008006 -0.0069841120485216379 -0.019057504869997504 -0.022707747696051342
leaf_weight=1294018 48 401 3806 7566 513 1920 723 9193 393 1457 530 60 1632 33 1239 93 255 207 221 69 172 22 313 276 106 190 20 55 70 66
leaf_count=1294018 48 401 3806 7566 513 1920 723 9193 393 1457 530 60 1632 33 1239 93 255 207 221 69 172 22 313 276 106 190 20 55 70 66
internal_value=-3.62493e-06 -0.000376278 -0.00115733 -0.00185695 -0.00158614 0.000119305 0.000591749 2.77179e-05 -0.00107545 -0.000312478 -0.00474257 0.00239332 0.00200522 0.000961996 0.00293517 0.00347856 0.00398913 0.0033854 0.00446687 -0.00123617 -0.00343668 -0.00806842 -0.00401142 -0.00518636 -0.00279054 0.00191702 -0.0100442 0.00618716 -0.00710477 -0.0115407
internal_weight=1.32567e+06 31649 12286 8480 8079 19363 13876 11608 5487 4542 945 2415 2355 3226 1700 2268 2175 1667 1460 1526 1316 552 1268 1096 734 351 362 245 383 342
internal_count=1325667 31649 12286 8480 8079 19363 13876 11608 5487 4542 945 2415 2355 3226 1700 2268 2175 1667 1460 1526 1316 552 1268 1096 734 351 362 245 383 342
is_linear=0
shrinkage=0.05


Tree=602
num_leaves=31
num_cat=1
split_feature=69 31 34 136 90 84 39 71 83 36 87 19 30 52 107 77 21 37 39 77 39 33 84 53 1 8 85 76 23 85
split_gain=1.62544 4.42245 4.9939 6.03506 5.18462 4.26033 5.14601 4.89729 4.61674 4.11429 4.1086 4.00946 5.46818 4.12758 6.09928 4.40527 4.04517 4.35236 4.79808 5.34025 3.98129 6.79675 6.41407 5.43705 5.32298 4.40787 6.70811 4.21422 6.60408 6.31653
threshold=321.47706604003912 1016.4500122070314 12.150000095367433 0 -0.73828664422035206 0.88795855641365062 11.949999809265138 303.48674011230474 306.00573730468756 11.84999990463257 0.89073261618614208 9.5450000762939471 1018.8500061035157 9.3350000381469744 -0.9293733239173888 6.0250000953674325 5.2249999046325692 7.9500000476837167 9.8499999046325701 31.464999198913578 10.550000190734865 9.8499999046325701 0.88206204771995556 14.355000019073488 353.50000000000006 4.7500000000000009 0.89484140276908886 17.335000038146976 5.5850000381469735 0.84857454895973217
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 20 3 11 -4 6 10 -7 -9 -8 -6 -3 -13 14 -14 -15 -16 -18 -19 -20 21 23 24 25 -23 -2 -27 29 -29 -22
right_child=1 2 4 -5 5 7 9 8 -10 -11 -12 12 13 15 16 -17 17 18 19 -21 27 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=5.2149356096360715e-06 -0.0019690306996309717 0.00014374043734278531 -0.0041657309924641017 0.00096836509363380427 -0.0074087149489296044 0.005111170101563557 0.01017545510029387 -0.029020797984585879 -0.0051906793003696824 0.00034368914472519808 0.013667543381452561 0.0014515593221100668 0.011323627206082973 -0.023876656393480043 0.0067277339725371676 -0.0015138642829837809 0.0061529572320389841 -0.02239072867868297 -0.0077162456915606387 -0.027763853844167116 0.00089036081746948911 -0.0029815223968766708 -0.0095505770314156732 -0.0076969099073617361 0.0095745302835459137 0.010405040665788859 -0.0042233296117046848 0.0044240757814074478 0.00054948349306381224 -0.0020707828059901099
leaf_weight=1294018 217 1130 2113 4225 308 118 112 21 632 2131 25 369 36 23 34 518 34 95 325 37 3711 1023 369 122 92 318 104 1260 8648 3499
leaf_count=1294018 217 1130 2113 4225 308 118 112 21 632 2131 25 369 36 23 34 518 34 95 325 37 3711 1023 369 122 92 318 104 1260 8648 3499
internal_value=-3.44368e-06 -0.000357465 -0.00109946 -0.000197895 -0.00222659 -0.00100238 -2.64531e-05 -0.00426307 -0.00595704 0.00083462 -0.00582641 -0.00208804 -0.00381665 -0.00558068 -0.00858568 -0.00246459 -0.00995089 -0.0111058 -0.0123899 -0.00976531 0.00011334 -0.00186643 -0.00383653 0.00197539 -0.00194551 0.00382206 0.00679994 0.000372983 0.00104222 -0.000546677
internal_weight=1.32567e+06 31649 12286 6826 5460 3347 2576 771 653 2243 333 2601 1471 1102 561 541 525 491 457 362 19363 2245 1484 761 1115 639 422 17118 9908 7210
internal_count=1325667 31649 12286 6826 5460 3347 2576 771 653 2243 333 2601 1471 1102 561 541 525 491 457 362 19363 2245 1484 761 1115 639 422 17118 9908 7210
cat_boundaries=0 1
cat_threshold=389
is_linear=0
shrinkage=0.05


Tree=603
num_leaves=31
num_cat=0
split_feature=88 74 30 59 111 117 84 32 61 62 112 70 7 70 92 77 58 8 22 87 84 18 74 62 36 68 112 62 2 62
split_gain=1.60909 2.90823 2.8582 3.36594 3.01239 3.16332 3.15031 4.12245 3.04406 2.82821 2.59232 4.7199 3.62638 2.81368 2.7133 3.63265 4.26253 2.70815 2.8986 2.62332 2.58239 2.79632 2.57103 4.54337 2.85951 2.54747 2.50198 2.47688 2.47603 2.9632
threshold=-0.99859642982482899 0.45683357119560247 1009.8500061035157 267.00131225585943 -0.74584868550300587 -0.84335932135581959 0.88997483253479015 13.250000000000002 0.35306556522846227 0.34293632209301 -0.72534674406051625 294.41506958007818 10.449999809265138 289.36772155761724 -0.015703605487942692 15.824999809265138 203.43621063232425 1.4499999880790713 4.3350000381469735 0.79050156474113475 0.62683767080307018 12.50999975204468 0.37306477129459387 0.25352181494235998 15.650000095367433 236.2232360839844 0.53727915883064281 0.42955602705478674 334.50000000000006 0.27010288834571844
decision_type=2 2 2 2 2 2 2 2 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 8 10 -8 25 -10 12 13 17 14 15 16 -12 -7 -19 -18 21 -3 23 24 -9 -6 -22 -28 29 -13
right_child=-2 20 4 -5 5 6 7 22 9 -11 11 28 -14 -15 -16 -17 19 18 -20 -21 26 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.011519997653907484 -1.2163553112533002e-05 0.0026842415928487757 0.0069567423662651104 0.0014051457139430568 -0.0022104165162004177 -0.0071437395994797814 -0.014074271257736326 0.0057658654061101735 -0.013814883408221332 0.0097874993706742932 -0.02162556595169008 0.014790258348908869 -0.010703849179971378 0.023152464300140063 0.0077437661423911692 0.015324107721447945 0.014721910887316843 -0.011601219884119928 0.00066784461222816997 -0.0066727298462003664 0.00054524875228819649 -0.0033606613391618948 -0.007942625223281416 0.01534925186808439 -0.02032695159626504 -0.023456112195217853 0.022010578608347309 -0.00031803669812886613 -0.016983559486620569 -0.0064393586493455453
leaf_weight=136 1291999 250 121 80 21 138 97 21 22 30 30 22 92 22 242 25 23 50 1294 38 29765 815 74 47 21 43 27 23 34 65
leaf_count=136 1291999 250 121 80 21 138 97 21 22 30 30 22 92 22 242 25 23 50 1294 38 29765 815 74 47 21 43 27 23 34 65
internal_value=-3.27113e-06 0.000337973 -0.00120859 -0.00673291 -0.000744653 -0.00112485 -0.000724488 -0.00591279 -0.00918391 -0.000198124 -7.43867e-05 0.0030581 -0.00107145 0.00579664 0.00473008 -0.0015571 -0.0061948 -0.000473486 0.000211406 0.0013941 0.000477604 -0.00194167 -0.00105596 0.00467002 -0.00728054 -0.0164849 0.000564021 0.0117394 -0.00554226 -0.00107095
internal_weight=1.32567e+06 33668 2788 216 2572 2451 2335 260 116 52 2075 501 1574 380 358 116 91 1482 1344 61 30880 1065 163 89 42 64 29815 50 121 87
internal_count=1325667 33668 2788 216 2572 2451 2335 260 116 52 2075 501 1574 380 358 116 91 1482 1344 61 30880 1065 163 89 42 64 29815 50 121 87
is_linear=0
shrinkage=0.05


Tree=604
num_leaves=31
num_cat=1
split_feature=36 56 93 60 2 7 58 12 15 33 40 38 28 35 77 27 101 35 136 76 54 38 31 10 91 91 19 108 39 125
split_gain=1.54387 4.93623 5.65771 6.81388 6.44103 5.52345 5.03379 4.8925 5.28828 4.73674 7.43555 12.851 6.6622 7.87526 6.11605 5.84218 6.40167 5.02685 5.00811 4.77906 5.4211 5.28438 6.15366 4.63656 4.63428 4.97308 4.60461 7.18724 4.64907 5.86526
threshold=12.550000190734865 295.10978698730474 0.14929725229740146 0.29113268852233892 317.50000000000006 13.250000000000002 264.13055419921881 0.74500000476837169 2.2250000238418584 10.050000190734865 8.4499998092651385 10.449999809265138 1016.2500000000001 14.949999809265138 1.5850000381469729 320.50000000000006 0.42196483910083776 8.7500000000000018 0 7.1549999713897714 16.105000495910648 10.34999990463257 1016.3500061035157 16.849999427795414 -0.99779042601585377 -0.47015242278575892 8.7100000381469744 0.99532374739646923 10.550000190734865 0.94260558485984813
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 -1 5 4 -4 7 24 -3 -9 10 17 -12 13 14 15 16 -11 -5 -14 -19 21 -21 -23 -22 -6 -26 -16 28 -28 -30
right_child=-2 2 3 9 6 -7 -8 8 -10 12 11 -13 18 -15 26 -17 -18 19 -20 20 23 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-1.5565628455505207e-05 3.513407606523177e-05 -0.01358313723617504 0.00012937235493497252 -0.0010254911539528358 0.010556267029964008 0.0060236077660053809 -0.0032788780223980529 0.0016288717077130332 -0.0011387187582445736 -0.029970469900771332 -0.042325238564184742 -0.00031038284382353036 -0.0027687562965405792 0.015783913835646615 6.6560736331109868e-05 -0.019988813410357884 -0.002325807612407485 -0.0020603258237267804 -0.00012556266966231176 0.00084906978400158201 0.00050594775733427447 0.0082734607015295825 0.0024170713031444325 -0.0081541752156740789 -0.015192634413168499 -0.0041642976462008046 -0.0051925869967810942 -0.01611455029007473 -0.0021392300098921507 0.0027011910421190864
leaf_weight=386893 882430 62 701 4823 26 465 713 4319 2875 23 28 52 1971 63 2695 84 234 1126 18826 1769 3862 724 1179 161 280 161 1098 93 7246 685
leaf_count=386893 882430 62 701 4823 26 465 713 4319 2875 23 28 52 1971 63 2695 84 234 1126 18826 1769 3862 724 1179 161 280 161 1098 93 7246 685
internal_value=-3.10758e-06 -7.9242e-05 -0.000516483 -0.000716139 -0.00366671 0.00074085 -0.00592184 0.000402305 0.000522836 -0.000597402 0.00018331 -0.0150156 -0.000921907 -0.00184842 -0.00193978 -0.00854141 -0.00479984 0.000272427 -0.000377459 0.000982081 0.00142727 0.00281637 0.00464515 0.000159371 -0.00995702 -0.0111664 -0.00174928 -0.00228576 -0.00214332 -0.00172116
internal_weight=1.32567e+06 443237 56344 48623 1881 7721 1180 7256 7194 46742 13724 80 33018 12221 12158 341 257 13644 20797 8821 7695 3672 1903 4023 467 441 11817 9122 9029 7931
internal_count=1325667 443237 56344 48623 1881 7721 1180 7256 7194 46742 13724 80 33018 12221 12158 341 257 13644 20797 8821 7695 3672 1903 4023 467 441 11817 9122 9029 7931
cat_boundaries=0 1
cat_threshold=4224
is_linear=0
shrinkage=0.05


Tree=605
num_leaves=31
num_cat=3
split_feature=119 39 82 92 72 37 107 28 136 32 114 79 103 36 34 113 136 136 132 32 60 126 117 34 14 82 81 52 15 85
split_gain=1.60329 6.52716 5.21386 6.08885 6.57322 6.11596 4.86589 8.52881 6.00015 6.80115 6.36102 5.95681 5.00655 5.79418 8.42122 5.3592 5.54357 4.92162 6.62648 8.46392 6.73572 5.15523 4.64998 4.58464 4.58008 4.68943 4.5328 4.51986 6.87216 4.28724
threshold=0.63605400919914257 20.44999980926514 323.55328369140631 -0.049238203093409531 0.49462243914604193 20.550000190734867 -0.83195078372955311 1011.6499938964845 0 12.550000190734865 -0.73724925518035878 10.105000019073488 0.40471641719341284 16.650000572204593 14.949999809265138 -0.50751903653144825 1 2 1017.7500000000001 10.750000000000002 0.30068388581275945 0.68832838535308849 0.737249255180359 9.7500000000000018 1.6250000000000002 303.68753051757818 305.89360046386724 1.7749999761581423 2.7350000143051152 0.69029101729393016
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 7 11 22 -10 26 -2 15 14 29 16 -12 21 20 23 -19 -13 -9 -20 25 -6 -11 28 -22 -14
right_child=1 2 -4 -5 24 -7 -8 8 9 10 12 17 13 -15 -16 -17 -18 18 19 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.0760970995217985e-05 0.0027243520335203139 0.030754973444088202 0.013811772488860771 -0.00051250406734103672 -0.0029530304635094632 0.0091903680563814576 -6.1953074884468128e-05 -0.0021375892474514565 0.0004344782632864087 -0.0012027744399732134 -0.0059530565058285335 -0.0061754963228200467 0.0059329843639836207 -0.0089557346956965662 0.0023623803700672228 -0.0056773149290400863 0.0046781762977007998 -0.01150165467651708 -0.0083284466461918793 -0.0013528797059552745 0.0066550227154682333 0.0026677212202921509 -0.0070575287885703795 -0.03530813126314071 -0.0050718362005059857 0.013025574800260134 0.0022648234116461586 0.0028090565778556178 0.036600532043725258 -0.0051823164415424209
leaf_weight=1011447 2679 41 109 742 74 166 284972 4853 7448 4951 149 616 91 514 546 294 545 76 32 285 82 225 533 31 133 121 1164 945 25 1858
leaf_count=1011447 2679 41 109 742 74 166 284972 4853 7448 4951 149 616 91 514 546 294 545 76 32 285 82 225 533 31 133 121 1164 945 25 1858
internal_value=-9.89018e-06 -0.000108528 0.00331513 0.00241918 0.00648518 0.0134616 -0.000123693 -0.00075336 -0.00116097 -0.000711679 -0.00155659 0.00111873 -0.00310771 -0.00412171 -0.00312584 -1.95129e-05 0.00237731 -0.00073774 0.00100574 -0.00501906 0.00287337 -0.00376483 -0.0026196 -0.0216042 0.00208237 0.0069619 -0.000542712 0.00391187 0.0136516 -0.00466334
internal_weight=1.32575e+06 314300 1386 1277 535 207 312914 27942 22946 17560 10112 4996 3997 3009 2495 988 694 2317 1476 348 1128 841 5386 63 328 195 6115 1052 107 1949
internal_count=1325747 314300 1386 1277 535 207 312914 27942 22946 17560 10112 4996 3997 3009 2495 988 694 2317 1476 348 1128 841 5386 63 328 195 6115 1052 107 1949
cat_boundaries=0 1 2 3
cat_threshold=2624 384 5187
is_linear=0
shrinkage=0.05


Tree=606
num_leaves=31
num_cat=3
split_feature=32 83 125 136 84 67 14 66 39 67 52 52 32 14 31 30 39 84 7 34 52 136 28 63 25 74 34 76 136 64
split_gain=1.5537 8.77089 7.27993 11.0313 9.35845 8.94454 8.60039 10.1479 9.44554 8.89288 8.34346 8.03243 8.13303 11.0304 8.33449 7.44894 7.12548 9.50819 8.09194 7.42386 6.86067 6.77808 7.02187 6.32193 7.43447 7.10578 6.2877 6.26345 15.3248 9.96373
threshold=14.050000190734865 274.53994750976568 0.70088258385658275 0 0.82949304580688488 0.7150000035762788 1.6050000190734866 1.5549999475479128 15.449999809265138 1.9750000238418581 0.78499999642372142 1.5649999976158144 15.250000000000002 1.735000014305115 1013.3500061035157 1013.1499938964845 20.050000190734867 0.78726556897163402 8.8499999046325701 18.849999427795414 28.355000495910648 1 1015.8500061035157 0.38716699182987219 339.50000000000006 0.93363440036773693 16.250000000000004 2.995000004768372 2 0.2650000005960465
decision_type=2 2 2 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 1 2
left_child=-1 27 20 6 -5 -6 7 8 -4 15 -11 12 13 -7 -14 -8 -9 -18 19 -19 -3 22 -16 -12 25 -25 -24 -2 -29 -30
right_child=1 2 3 4 5 11 9 16 -10 10 23 -13 14 -15 21 -17 17 18 -20 -21 -22 -23 26 24 -26 -27 -28 28 29 -31
leaf_value=2.9072869174960696e-05 -2.2223051088619304e-05 -0.00077017364601356195 -0.0045057999691908062 -0.0017433755512545287 -0.0051247720628830092 -0.0026522637542144806 0.0081354733974790851 0.0023211515691831828 0.0018712929238175588 0.0034891139713908435 -0.0020479878461148386 -0.00021857050901835564 0.00023966007416129626 0.0052152345004537097 0.0099092452796791242 0.0010767710962260668 -0.0035277966541106078 0.024211622309404379 -0.011004714046915373 0.0093115584545327996 0.00069074129668862151 0.0043636571794463909 0.012078819605521859 0.00034471818887865354 -0.010478260042074864 -0.013241655839434298 0.039620515089048902 0.0024556073715795174 0.0036186246814239927 -2.8993888241740561e-05
leaf_weight=880838 237834 91509 1058 11587 791 1182 594 7474 1287 1425 4734 13975 537 715 299 1008 134 119 36 281 8810 586 40 12243 164 97 43 9066 1977 35304
leaf_count=880838 237834 91509 1058 11587 791 1182 594 7474 1287 1425 4734 13975 537 715 299 1008 134 119 36 281 8810 586 40 12243 164 97 43 9066 1977 35304
internal_value=-9.39615e-06 -8.55577e-05 -0.000380752 5.28872e-05 -0.000632812 7.51231e-05 0.000718449 0.00188838 -0.00100588 0.000119032 -0.000187841 0.000311822 0.00249061 0.000313082 0.00523531 0.00369404 0.00273211 0.00812077 0.0117008 0.0137443 -0.000641876 0.00800665 0.013137 -0.000491801 9.73696e-05 0.000237921 0.0263474 8.13992e-05 0.000613147 0.000164394
internal_weight=1.32575e+06 444909 160728 60409 29755 18168 30654 10389 2345 20265 18663 17377 3402 1897 1505 1602 8044 570 436 400 100319 968 382 17238 12504 12340 83 284181 46347 37281
internal_count=1325747 444909 160728 60409 29755 18168 30654 10389 2345 20265 18663 17377 3402 1897 1505 1602 8044 570 436 400 100319 968 382 17238 12504 12340 83 284181 46347 37281
cat_boundaries=0 1 2 3
cat_threshold=5524 514 832
is_linear=0
shrinkage=0.05


Tree=607
num_leaves=31
num_cat=1
split_feature=98 136 61 22 100 93 126 3 21 62 94 16 74 28 120 13 81 126 36 65 61 97 109 99 35 97 23 100 75 25
split_gain=1.53707 3.34896 2.70579 3.37535 2.49219 2.92304 3.4134 3.17392 2.68816 2.70746 5.4019 3.59879 2.46254 3.70994 2.892 2.78587 3.03334 2.4336 3.07543 2.62391 3.25603 2.41082 2.37862 2.31702 2.83641 2.3013 2.68424 2.27258 2.24664 2.21135
threshold=-0.99993667006492604 0 0.30114465951919561 5.3650000095367441 0.55303525924682628 0.71984949707984935 0.71322327852249157 296.50000000000006 5.3450000286102304 0.27010288834571844 -0.68037950992584217 7.4149999618530282 0.41340959072113043 1017.9500122070314 -0.96359375119209278 0.85500001907348644 312.86975097656256 -0.59480014443397511 14.449999809265138 1.985000014305115 0.2830908745527268 -0.95967116951942433 -0.1326571777462959 -0.89098966121673573 19.44999980926514 -0.98453539609909047 5.1749999523162851 0.44112369418144232 0.59995687007904064 189.50000000000003
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 -1 8 6 7 -6 12 10 -10 -12 13 15 -14 -3 25 18 -16 28 -21 -22 -13 24 29 -17 -27 -5 -19 -11
right_child=-2 4 -4 27 5 -7 -8 -9 9 23 11 22 14 -15 17 16 -18 19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.01938633822835982 -1.3062862888643552e-05 0.018985623160317017 0.0018804197213633277 0.0086676908461959107 0.0080737925038256979 -0.0086082161193893805 -0.0020442618639208376 0.026990545469646656 0.016226657383332524 -0.0068506823084317145 0.016923493918819497 -0.016660946938726637 0.0013169524558558502 -0.017267808765172959 -0.0056496763055951431 0.0082057350566610687 0.013262998974189545 -0.0053266222883891212 0.019836625773459675 0.01674757654863325 -8.1091528976118415e-05 -0.017951601251959801 0.00015685232184631259 -0.0035635526346294842 0.014812147809082972 -0.021779472246766091 0.0021673590093004434 -0.0061825659959331945 -0.013334367886641087 0.00050333789800652024
leaf_weight=50 1317957 31 1912 80 85 31 56 30 79 105 26 27 192 20 29 25 39 183 20 22 77 25 95 399 34 25 22 38 168 3865
leaf_count=50 1317957 31 1912 80 85 31 56 30 79 105 26 27 192 20 29 25 39 183 20 22 77 25 95 399 34 25 22 38 168 3865
internal_value=-8.92377e-06 0.000691351 0.00240342 0.00849878 6.33688e-05 0.0055181 0.00807901 0.0130086 -0.000136562 0.000344451 0.00566948 3.42314e-05 -0.00267311 0.00289379 -0.00393266 0.00573345 0.00203239 -0.00585619 0.0047529 -0.0069506 -0.000698285 -0.00446112 -0.00356512 6.99148e-05 0.000431991 -0.00405085 -0.0105703 0.0038854 -0.00915939 0.000308836
internal_weight=1.32575e+06 7790 2080 168 5710 202 171 115 5508 4630 227 148 878 162 716 142 111 524 49 475 124 102 122 4403 4004 72 47 118 351 3970
internal_count=1325747 7790 2080 168 5710 202 171 115 5508 4630 227 148 878 162 716 142 111 524 49 475 124 102 122 4403 4004 72 47 118 351 3970
cat_boundaries=0 1
cat_threshold=1360
is_linear=0
shrinkage=0.05


Tree=608
num_leaves=31
num_cat=0
split_feature=74 126 39 39 90 38 58 78 78 31 31 95 32 16 4 66 95 54 81 101 88 83 91 104 104 11 64 31 35 96
split_gain=1.51218 5.35309 7.31223 4.25917 3.42791 3.78691 3.69957 3.4443 3.05854 2.94932 2.95049 2.83635 3.09068 3.15996 3.32031 3.04702 2.36724 2.33663 2.84862 1.91584 1.91182 2.03113 2.00535 1.71924 2.29245 1.59603 1.63237 1.53745 5.96007 9.57045
threshold=0.94534701108932506 0.21643137186765674 16.550000190734867 16.94999980926514 -0.1676790118217468 11.650000095367433 307.33906555175787 39.68499946594239 27.564999580383304 1013.7500000000001 1016.1499938964845 -0.78614637255668629 12.050000190734865 13.344999790191652 11.550000190734865 61.390001296997077 0.57628950476646434 14.864999771118166 310.48219299316412 0.8695349693298341 -0.95499593019485463 295.31645202636724 -0.80412361025810231 -0.62878066301345814 -0.73316264152526844 10.250000000000002 34.754999160766609 1011.0499877929689 13.84999990463257 -0.83232614398002613
decision_type=2 2 2 2 2 2 2 2 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 19 4 -4 5 6 7 8 16 -8 -11 -7 20 14 15 23 25 -17 -19 -2 21 -13 -22 24 -14 26 -3 28 -1 -30
right_child=1 2 3 -5 -6 11 9 -9 -10 10 -12 12 13 -15 -16 17 -18 18 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=5.767191275884285e-05 0.0016665075258342967 0.0018985135890222317 -0.037119693992038565 -0.0084152149236095802 0.016578423341169306 0.01199104049898635 0.0010564760930719785 0.010005961415461367 -0.019547716221821151 -0.028598706875669046 -0.0081470766650705503 -0.00031723057327326387 -0.0048052848361851289 0.0017635725464149401 0.0079704563303321999 -0.024318680743731204 -0.01599488209993128 -0.017553485656213581 0.0063605577035923486 -0.012614141503581778 0.0066934210289264487 -0.018960968799711694 -0.0012951692831951994 0.0081997732123868031 -0.019632230827520636 0.011036948789842427 -0.011433911246958335 1.6834183976662428e-05 -0.001315319848887122 -7.1750498635221474e-05
leaf_weight=136126 1096 58 24 28 23 38 20 36 38 45 29 48 258 164 37 42 31 33 20 24 179 21 140 22 29 24 38 1119805 24119 43152
leaf_count=136126 1096 58 24 28 23 38 20 36 38 45 29 48 258 164 37 42 31 33 20 24 179 21 140 22 29 24 38 1119805 24119 43152
internal_value=-8.47758e-06 -0.00122609 -0.00325906 -0.0216634 -0.00256202 -0.00288812 -0.00764892 -0.00416857 -0.00686848 -0.0159795 -0.0205839 -0.00141509 -0.00192811 -0.004162 -0.00636561 -0.00767857 -0.00367768 -0.0155099 -0.00852932 0.00136049 0.00155513 -0.00599141 0.00318746 -0.00527088 -0.00630348 -0.000495734 -0.0033789 -6.13567e-06 -0.000132596 -0.000517613
internal_weight=1.32575e+06 2545 1425 52 1373 1350 319 225 189 94 74 1031 993 605 441 404 151 95 53 1120 388 69 319 309 287 120 96 1.3232e+06 203397 67271
internal_count=1325747 2545 1425 52 1373 1350 319 225 189 94 74 1031 993 605 441 404 151 95 53 1120 388 69 319 309 287 120 96 1323202 203397 67271
is_linear=0
shrinkage=0.05


Tree=609
num_leaves=31
num_cat=0
split_feature=17 68 10 32 56 120 86 110 74 64 15 103 15 30 77 62 126 41 112 66 24 16 92 60 58 54 9 91 74 12
split_gain=1.50991 7.78407 7.96632 7.19914 6.4946 6.28004 6.18045 6.27781 9.66076 6.42144 6.13283 5.94457 5.79772 6.46124 5.59806 6.60605 5.4179 5.38417 5.58986 5.37525 5.55179 5.34991 5.18549 5.07837 4.97625 4.95131 4.94699 4.9389 4.77189 4.73884
threshold=7.4149999618530282 281.36660766601568 9.6500000953674334 16.94999980926514 286.44508361816412 -0.68832838535308827 0.79363685846328746 0.92223885655403148 0.51351070404052745 2.5649999380111699 1.2649999856948855 -0.79590049386024464 1.685000002384186 1011.2500000000001 2.2749999761581425 0.19054993242025378 0.9536806344985963 12.650000095367433 -0.99961927533149708 0.33500000834465032 322.50000000000006 6.0650000572204599 -0.99322772026062001 0.31751126050949102 317.17401123046881 4.0450000762939462 10.150000095367433 -0.51732236146926869 0.71998256444931041 2.3349999189376835
decision_type=2 2 2 2 2 2 2 2 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 5 24 -4 14 9 23 -8 -10 -5 -12 -14 15 -3 -7 18 -16 -13 -21 -19 25 29 -1 -11 -22 -20 -15 -9
right_child=-2 2 3 11 -6 16 7 8 10 22 12 19 13 28 17 -17 -18 21 27 20 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.8171112857271554e-05 -2.8156723190906265e-05 0.011663626689463854 0.001467631964674739 0.023682469519247351 -0.0022074330891199987 -0.00091048140890069183 0.00065472457544806819 -0.0047379765535231818 0.0091863056586589664 0.014713312484139368 -0.01792686545894422 -0.012789581318308289 -0.032087617048195433 -0.0079993474264355279 0.027873214824984855 -0.0097219215419877755 0.002244184362947748 5.2309817629461386e-05 0.0023487201258656823 0.0013134942059528775 0.022532164520126279 0.029927951045507606 0.0026025680092482783 0.0099990310369720385 -0.0036000589256562341 -0.0017099910511797858 0.006649319133079 0.0086826025289593999 0.0066860033233263868 0.016337864269171994
leaf_weight=124616 1160965 50 4999 38 3389 13161 7553 191 48 169 141 48 21 170 26 130 1518 23 918 565 59 43 4875 155 947 63 290 463 82 31
leaf_count=124616 1160965 50 4999 38 3389 13161 7553 191 48 169 141 48 21 170 26 130 1518 23 918 565 59 43 4875 155 947 63 290 463 82 31
internal_value=-8.05371e-06 0.000133581 0.000785524 0.000147325 -4.75643e-05 -6.29882e-05 0.00165648 0.00130311 -0.0028854 0.00158069 -0.00773208 0.00428586 -0.00969363 -0.00544131 0.00454223 -0.00378149 -0.000584248 0.00555939 0.00490467 0.00351967 0.00437618 0.0195167 0.00295013 0.00305403 1.07315e-05 0.0102535 0.00933438 0.00447224 -0.00322078 -0.00179495
internal_weight=1.32575e+06 164782 35830 20678 128952 19678 15152 13499 839 12660 462 1000 414 273 1653 180 14679 1473 1407 962 914 66 5107 377 125563 232 349 1381 252 222
internal_count=1325747 164782 35830 20678 128952 19678 15152 13499 839 12660 462 1000 414 273 1653 180 14679 1473 1407 962 914 66 5107 377 125563 232 349 1381 252 222
is_linear=0
shrinkage=0.05


Tree=610
num_leaves=31
num_cat=1
split_feature=95 57 33 22 39 22 30 15 31 33 136 4 107 109 2 115 55 62 33 85 106 96 14 90 88 69 35 62 72 84
split_gain=1.71943 4.79537 4.59521 5.6735 5.5159 4.57167 4.38347 4.88024 4.32075 6.52072 4.36959 5.17428 6.96985 5.18713 5.22392 4.4923 4.48822 6.09066 6.17448 6.02784 5.8811 5.84947 5.78191 5.96265 6.62625 5.0706 5.06121 5.20253 4.69767 4.34435
threshold=-0.9836764633655547 266.99261474609381 12.34999990463257 7.2049999237060556 15.449999809265138 8.5850000381469744 1014.4500122070314 1.0549999475479128 1022.6499938964845 9.5500001907348651 0 12.650000095367433 -0.59897008538246144 0.44620960950851446 186.50000000000003 -0.85260769724845875 2.685000061988831 0.26388210058212286 10.050000190734865 0.83024910092353832 -0.63225361704826344 -0.68085908889770497 2.3549998998641972 -0.88953822851181019 0.042868120595812804 299.68095397949224 11.250000000000002 0.48120005428791052 0.78565251827240001 0.88862803578376781
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 -5 -1 -8 10 -10 -9 12 13 14 -12 -16 17 -15 25 -18 29 -22 23 -20 26 -19 -25 28 -28 -21
right_child=-2 -3 -4 5 -6 -7 7 8 9 -11 11 -13 -14 16 15 -17 19 18 22 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00018638251705058802 4.6424886840745728e-06 -0.0021519876370262652 -0.00042659612727082144 -0.0033112844179042852 0.020112261346075685 0.0059081308567872299 -0.0018208643989436929 0.0017356259248802409 0.015392719656229022 -0.010931250546127558 0.029577173922388331 0.0227843627918425 -0.0069141819107409741 -0.0043455413260840275 0.020639709291874239 0.0018704493767290843 -0.0053494582891564918 -0.010956000110134484 -0.0021561468318582345 0.00057867170498893789 0.0068748010667385884 0.042551138431299484 -0.0053711004714880675 0.026011002288720053 0.03840935447731534 0.018832506081089381 0.009780925429235636 -0.0066375438027483011 0.033622617909201867 0.011887347145545249
leaf_weight=2367 1284494 3295 31285 1060 40 154 534 1411 30 109 42 43 110 76 53 80 185 50 39 333 27 20 35 77 37 20 88 35 27 114
leaf_count=2367 1284494 3295 31285 1060 40 154 534 1411 30 109 42 43 110 76 53 80 185 50 39 333 27 20 35 77 37 20 88 35 27 114
internal_value=-5.62451e-06 -0.000321306 -0.000164551 0.000974707 0.00160717 -0.00214177 0.0014826 0.00258763 0.00336176 -0.00524982 0.00377424 0.00565391 0.00518425 0.00617889 0.0142045 0.00934993 0.00497126 0.00865025 0.011071 0.00234882 0.00523178 0.0220562 0.0138702 0.0160928 0.0187887 -0.002445 0.0155906 0.0102415 0.0153785 0.00346276
internal_weight=1.32627e+06 41776 38481 7196 5982 1214 5942 3575 3041 139 2902 1491 1448 1338 175 133 1163 484 408 679 494 47 338 303 264 70 227 150 115 447
internal_count=1326270 41776 38481 7196 5982 1214 5942 3575 3041 139 2902 1491 1448 1338 175 133 1163 484 408 679 494 47 338 303 264 70 227 150 115 447
cat_boundaries=0 1
cat_threshold=244
is_linear=0
shrinkage=0.05


Tree=611
num_leaves=31
num_cat=1
split_feature=63 99 98 15 89 79 76 34 67 68 18 83 136 36 20 2 128 39 120 68 30 29 66 52 13 120 53 15 67 40
split_gain=1.55606 5.86578 4.59416 6.82954 4.1058 5.46249 4.13829 4.40215 4.22065 3.7092 3.68048 3.62294 4.27725 3.7463 5.28552 7.1538 6.85464 4.55262 5.126 4.84146 3.69432 3.59643 3.49049 3.24048 3.10649 3.04969 2.95733 2.89164 3.44159 2.77722
threshold=0.83297884464263927 -0.82984396815299977 -0.20472623407840726 0.84499999880790722 -0.83671653270721424 14.815000057220461 15.444999694824221 15.050000190734865 35.864999771118171 301.49221801757818 12.50999975204468 260.50096130371099 0 12.650000095367433 7.7550001144409189 312.50000000000006 184.50000000000003 11.84999990463257 1.0000000180025095e-35 285.54762268066412 1022.1499938964845 1019.0499877929689 15.784999847412111 14.135000228881838 1.0349999666213991 -0.78257837891578663 11.654999732971193 1.6749999523162844 15.805000305175783 5.9500000476837167
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 4 24 -4 11 9 7 10 -9 -6 21 12 13 14 15 17 -16 -2 26 -20 22 -7 27 -23 -3 -24 -19 -13 -29 -8
right_child=1 2 3 -5 5 6 29 8 -10 -11 -12 20 -14 -15 16 -17 -18 18 19 -21 -22 23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.6729812817348745e-05 -0.0014102300214940849 -0.0030933889607334345 0.033462882401760333 0.0048412109234527868 -0.0011728894089202886 -0.0056184389483627632 -0.0014882282999511328 -0.0048784728139816304 -0.035016333982527542 0.0015472998183360849 -0.003122686780093668 0.0012002617837373259 0.00046519934065203752 -0.00042421247783009947 -0.0014413480865083457 -0.028910131001140218 -0.025562389233770473 0.013757339516735596 -0.012480660028392276 -0.035834276523174988 -0.00064142316268234363 -0.033632018097579992 0.003274931968308021 -0.011030797266534397 0.0011704857668293459 0.0010002163267330809 -0.0074304043712768832 -0.0016928985901575298 0.0012948396618082583 -0.019827550099719139
leaf_weight=1270121 246 443 22 396 4029 86 1216 21 26 1819 403 2833 4402 2598 1616 37 30 23 107 28 5621 29 1686 35 11955 11689 58 3315 1359 21
leaf_count=1270121 246 443 22 396 4029 86 1216 21 26 1819 403 2833 4402 2598 1616 37 30 23 107 28 5621 29 1686 35 11955 11689 58 3315 1359 21
internal_value=-5.34263e-06 0.000252242 0.00119195 0.00634761 -2.56842e-05 -0.00107391 -0.00345235 -0.00685985 -0.0215505 -0.000326784 -0.00561127 0.000200293 -0.000657809 -0.00169748 -0.00324756 -0.00775536 -0.00188098 -0.00606115 -0.011358 -0.0173244 0.000496385 -0.0122973 0.000802659 -0.021272 0.00101813 0.00128696 -0.00141413 -6.02012e-05 -0.000824192 -0.00179957
internal_weight=1.32627e+06 56149 12816 418 43333 7685 1837 600 47 5848 553 35648 9145 4743 2145 499 1646 462 216 135 26503 150 20882 64 12398 13375 81 7507 4674 1237
internal_count=1326270 56149 12816 418 43333 7685 1837 600 47 5848 553 35648 9145 4743 2145 499 1646 462 216 135 26503 150 20882 64 12398 13375 81 7507 4674 1237
cat_boundaries=0 1
cat_threshold=598
is_linear=0
shrinkage=0.05


Tree=612
num_leaves=31
num_cat=1
split_feature=17 92 62 81 136 31 30 97 123 20 30 123 68 93 111 38 38 9 125 63 57 18 73 79 72 26 78 39 21 67
split_gain=1.56363 6.47424 5.23966 6.16499 7.90802 6.01638 7.77119 6.99374 5.46885 4.99355 6.06035 4.95085 8.18997 5.38344 4.94508 5.42088 4.92073 4.80562 6.20015 6.09101 4.99558 4.7907 5.58945 5.32587 5.09369 5.27033 6.7178 4.76252 4.7322 5.92035
threshold=7.4149999618530282 -0.23550448566675183 0.29566760361194616 256.96659851074224 0 1015.2500000000001 1011.5499877929689 -0.62768340110778797 -0.30069434642791742 5.4349999427795419 1015.2500000000001 -0.62249094247817982 251.42343902587893 0.94978758692741405 -0.19133622944355008 11.449999809265138 19.94999980926514 8.4499998092651385 0.63605400919914257 0.37280187010765081 226.22800445556643 6.9049999713897714 0.43970192968845373 3.7350000143051152 0.2835067510604859 325.50000000000006 21.375000000000004 15.550000190734865 5.6449999809265146 6.7249999046325692
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 9 6 8 16 -6 10 -5 12 -9 -13 -12 -16 17 21 20 -20 -19 24 -23 -24 -7 -26 -27 -14 29 -4
right_child=-2 -3 28 4 5 7 -8 11 -10 -11 14 13 27 -15 15 -17 -18 18 19 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0015176885341342521 -2.5534824840938153e-05 -4.0674992048568128e-05 -0.00027683467927638476 -0.00066879671023640673 0.0035551470825944641 0.018768580796803987 0.0056550158026383943 -0.0086304964321489274 -0.0044874535860399091 -0.002211132751431645 -0.015401953165591868 -0.0043317421438325556 0.018766986466453091 -0.024193100127819424 -0.0014217111372595861 0.009201981716413966 -0.019973402128865322 0.0003954027780708386 -0.00082943935827422665 0.0074323754751252002 -0.016176118371227094 -0.0036796795605313947 0.018733092844377099 0.0030140680909946102 0.0090883255744666214 -0.0038655511095809442 0.025403697229921821 -0.0085120094660669568 0.0013315504428255528 0.003343008598923114
leaf_weight=1396 1161337 124111 19771 980 514 89 2782 74 359 1454 27 438 80 37 162 464 24 89 660 337 93 281 64 341 437 180 22 20 8449 1198
leaf_count=1396 1161337 124111 19771 980 514 89 2782 74 359 1454 27 438 80 37 162 464 24 89 660 337 93 281 64 341 437 180 22 20 8449 1198
internal_value=-5.07532e-06 0.000138985 0.000685207 0.00159502 0.00202921 0.00296568 0.0043635 0.00141046 0.000247823 -7.97088e-05 0.00181759 -0.00323573 0.00397967 -0.00587884 0.00554908 0.00645272 0.00256268 0.00277127 0.000413988 0.00196317 -0.00807246 0.00473678 0.00173867 0.00549806 0.00756193 0.00600106 -0.000677811 0.0133112 0.000332514 -7.00259e-05
internal_weight=1.32627e+06 164933 40822 11404 10008 6921 3655 3266 873 3087 1633 649 174 475 653 626 2617 2593 1179 997 182 1414 686 405 728 639 202 100 29418 20969
internal_count=1326270 164933 40822 11404 10008 6921 3655 3266 873 3087 1633 649 174 475 653 626 2617 2593 1179 997 182 1414 686 405 728 639 202 100 29418 20969
cat_boundaries=0 1
cat_threshold=102
is_linear=0
shrinkage=0.05


Tree=613
num_leaves=31
num_cat=1
split_feature=95 122 70 116 57 124 35 19 72 123 12 71 136 126 107 2 9 96 111 43 87 84 53 98 82 105 10 89 73 13
split_gain=1.56512 4.61523 5.45458 5.76247 4.71188 4.46858 5.33707 4.26835 4.67332 4.20356 5.78007 4.89152 4.82761 5.25326 6.33264 4.67485 5.4935 4.63309 4.32378 3.99842 4.0078 5.64826 6.10512 4.8184 6.94883 4.5654 3.83556 4.81698 4.06164 6.89972
threshold=-0.9836764633655547 0.94260558485984813 286.20121765136724 -0.97988739609718312 266.99261474609381 0.72534674406051647 11.550000190734865 14.039999961853029 0.83677637577056896 -0.50751903653144825 2.9150000810623173 296.50918579101568 0 0.87032255530357372 -0.73112356662750233 257.50000000000006 11.550000190734865 -0.72798824310302723 0.60619604587554943 9.2500000000000018 0.80208730697631847 0.84266763925552379 4.1749999523162851 -0.79613247513771046 310.59754943847662 -0.21984672546386716 8.5500001907348651 -0.99575912952423085 0.34310844540596014 1.8149999976158144
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 4 -3 -4 5 -1 -7 -6 -9 26 11 12 13 14 15 -11 18 -16 -17 20 -13 23 25 24 -22 -23 -8 -28 29 -29
right_child=-2 2 3 -5 7 6 9 8 -10 10 -12 19 -14 -15 17 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00059217361654860469 4.9739036445498489e-06 0.00099284849231480628 0.032606214132625613 0.007144906688714401 -0.0015984633000125982 0.0034289324663877834 0.0003799209765186092 -0.0058482853315321602 -0.027922945836773863 0.027451285044662654 0.019246107200160623 -0.0080002445478243294 0.001688386263165793 7.7429669721412557e-05 0.042079436838892953 0.0063094945349307227 0.027179020894286428 0.011417474868622693 -0.014912990868712464 -0.009558729615651608 0.007060211889200016 0.0037681761741465919 -0.0084379204436845611 -0.0012433246812886664 0.033316027447581296 -0.020801368011161687 0.01977686155587435 0.0090234832367614686 -0.0030360358760248957 -0.0061759877934809623
leaf_weight=25951 1284494 680 25 200 2907 1446 4368 308 26 27 46 141 1886 124 28 88 23 22 33 132 90 346 200 81 35 20 25 190 2205 123
leaf_count=25951 1284494 680 25 200 2907 1446 4368 308 26 27 46 141 1886 124 28 88 23 22 33 132 90 346 200 81 35 20 25 190 2205 123
internal_value=-4.82156e-06 -0.000306004 0.00322572 0.00997394 -0.000384207 -0.000226652 0.000585546 -0.00221351 -0.00756667 0.000183754 0.00164542 0.00139828 0.00272057 0.00808005 0.0129358 0.00835912 0.00477934 0.0285882 0.000521544 -0.00142473 -0.000248725 0.00116703 -0.00141311 0.00825617 0.0144118 0.00242558 -0.000518843 -0.00206261 -0.00227945 0.00305053
internal_weight=1.32627e+06 41776 905 225 40871 37630 11679 3241 334 10233 3322 3276 2231 345 221 171 144 50 121 1045 913 772 566 206 125 366 6911 2543 2518 313
internal_count=1326270 41776 905 225 40871 37630 11679 3241 334 10233 3322 3276 2231 345 221 171 144 50 121 1045 913 772 566 206 125 366 6911 2543 2518 313
cat_boundaries=0 1
cat_threshold=384
is_linear=0
shrinkage=0.05


end of trees

feature_importances:
station_id=1198
pres_lag_12=568
ground_energy_lag_1=474
ground_dir_cos_lag_1=377
mid_energy_lag_12=369
wvht_lag_1=347
wtmp_lag_12=344
ground_energy_lag_6=311
ground_dir_cos_lag_3=298
pres_lag_1=295
wtmp_lag_1=267
atmp_lag_12=261
ground_energy_lag_12=258
pres_lag_6=257
wspd_lag_1=255
gst_lag_1=249
ground_energy_lag_3=245
dpd_lag_1=239
atmp_lag_1=237
wind_energy_lag_1=232
ground_quality_lag_1=224
wtmp_lag_6=220
wind_energy_lag_12=214
pres_lag_3=213
wtmp_lag_3=210
ground_dir_lag_1=201
ground_dir_cos_lag_6=197
wvht_lag_12=195
mid_energy_lag_1=192
ground_dir_cos_lag_12=191
wind_quality_lag_12=177
apd_lag_1=169
mid_quality_lag_12=168
wind_dir_lag_12=166
atmp_lag_6=164
wind_dir_cos_lag_12=160
atmp_lag_3=159
mid_energy_lag_6=158
mid_energy_lag_3=148
mid_dir_lag_12=148
wvht_lag_6=147
dpd_lag_3=144
apd_lag_12=139
ground_dir_sin_lag_1=138
dpd_lag_12=135
wind_quality_lag_6=134
wind_dir_cos_lag_1=134
wind_quality_lag_1=133
ground_quality_lag_3=131
mid_dir_cos_lag_12=131
wdir_cos_lag_1=129
wind_quality_lag_3=128
wind_dir_lag_3=124
mwd_cos_lag_1=124
wdir_sin_lag_1=124
wind_energy_lag_6=114
mid_quality_lag_1=113
wind_dir_lag_6=113
mid_quality_lag_6=112
apd_lag_3=110
ground_quality_lag_12=110
apd_lag_6=109
wind_dir_lag_1=109
bar_lag_1=109
mid_dir_lag_1=108
wind_dir_sin_lag_12=106
wdir_lag_6=103
ground_quality_lag_6=103
mid_dir_lag_6=101
wdir_lag_12=100
gst_lag_12=100
mwd_lag_1=100
wind_dir_sin_lag_1=99
wdir_lag_1=96
mid_dir_sin_lag_12=96
wind_dir_cos_lag_6=96
wvht_lag_3=95
mid_quality_lag_3=91
wind_energy_lag_3=91
wdir_cos_lag_12=91
ground_dir_sin_lag_3=90
ground_dir_lag_12=89
mid_dir_lag_3=89
mid_dir_cos_lag_1=88
wdir_sin_lag_12=85
ground_dir_sin_lag_12=84
bar_lag_12=84
wdir_cos_lag_6=83
mid_dir_sin_lag_3=80
ground_dir_sin_lag_6=79
wspd_lag_12=77
gst_lag_6=77
mid_dir_sin_lag_6=77
wdir_cos_lag_3=77
wind_dir_cos_lag_3=75
wspd_lag_3=74
dpd_lag_6=74
ground_dir_lag_3=73
wdir_lag_3=70
wdir_sin_lag_3=70
bar_lag_6=69
mid_dir_sin_lag_1=68
wind_dir_sin_lag_6=68
mid_dir_cos_lag_3=67
wdir_sin_lag_6=67
wspd_lag_6=66
ground_dir_lag_6=64
mid_dir_cos_lag_6=64
wind_dir_sin_lag_3=64
mwd_lag_12=62
mwd_lag_6=58
dewp_lag_1=55
mwd_sin_lag_1=55
gst_lag_3=54
mwd_sin_lag_3=54
mwd_cos_lag_3=53
bar_lag_3=50
mwd_lag_3=48
dewp_lag_12=48
mwd_sin_lag_12=47
mwd_sin_lag_6=46
wd_lag_6=45
wd_lag_12=40
dewp_lag_6=37
mwd_cos_lag_12=35
dewp_lag_3=34
mwd_cos_lag_6=32
wd_lag_3=26
wd_lag_1=24

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"]]